Ë
    AúYjÑh  ã                   óÐ   — d Z ddlmZmZ ddlZddlZddl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 ddlmZ ej,                  d„ «       Z G d„ d«      Z G d	„ d
«      Z G d„ d«      Zy)z/
See also: test_reindex.py:TestReindexSetIndex
é    )ÚdatetimeÚ	timedeltaN)ÚPandas4Warning)
ÚCategoricalÚCategoricalIndexÚ	DataFrameÚDatetimeIndexÚIndexÚ
MultiIndexÚSeriesÚ
date_rangeÚperiod_rangeÚto_datetimec            
      ó>  — t        g d¢g d¢g d¢t        j                  j                  d«      j	                  d«      t        j                  j                  d«      j	                  d«      t        j                  j                  d«      j	                  d«      dœ«      } | S )aM  
    Fixture for DataFrame of columns that can be used for indexing

    Columns are ['A', 'B', 'C', 'D', 'E', ('tuple', 'as', 'label')];
    'A' & 'B' contain duplicates (but are jointly unique), the rest are unique.

         A      B  C         D         E  (tuple, as, label)
    0  foo    one  a  0.608477 -0.012500           -1.664297
    1  foo    two  b -0.633460  0.249614           -0.364411
    2  foo  three  c  0.615256  2.154968           -0.834666
    3  bar    one  d  0.234246  1.085675            0.718445
    4  bar    two  e  0.533841 -0.005702           -3.533912
    )Úfoor   r   Úbarr   )ÚoneÚtwoÚthreer   r   )ÚaÚbÚcÚdÚeé   é   )ÚAÚBÚCÚDÚE©ÚtupleÚasÚlabel)r   ÚnpÚrandomÚdefault_rngÚstandard_normal)Údfs    út/var/www/ramen.bs-engineer-server.com/venv/lib/python3.12/site-packages/pandas/tests/frame/methods/test_set_index.pyÚframe_of_index_colsr,      sz   € ô 
â4Ú6Ú*Ü—‘×&Ñ& qÓ)×9Ñ9¸!Ó<Ü—‘×&Ñ& qÓ)×9Ñ9¸!Ó<Ü&(§i¡i×&;Ñ&;¸AÓ&>×&NÑ&NÈqÓ&Qñ	
ó	
€Bð €Ió    c                   ó  — e Zd Zd„ Zd„ Zd„ Zd„ Zd„ Zd„ Zd„ Z	d„ Z
d	„ Zej                  j                  d
ddddgdg«      ej                  j                  dddg«      ej                  j                  dddg«      d„ «       «       «       Zej                  j                  d
ddddgdg«      ej                  j                  dddg«      d„ «       «       Zej                  j                  d
ddddgdg«      ej                  j                  dddg«      d„ «       «       Zd„ Zej                  j                  deeej,                  ed„ d„ g«      ej                  j                  dg d¢«      ej                  j                  dddg«      d„ «       «       «       Zej                  j                  deeej,                  ed„ g«      ej                  j                  dg d¢«      ej                  j                  dddg«      d„ «       «       «       Zej                  j                  d eeej,                  eed!„ d"„ g«      ej                  j                  d#eeej,                  eed$„ d%„ g«      ej                  j                  dg d&¢«      ej                  j                  dddg«      d'„ «       «       «       «       Zej                  j                  d(ddg«      ej                  j                  dddg«      d)„ «       «       Zd*„ Zd+„ Zd,„ Zd-„ Z y.)/ÚTestSetIndexc                 ó�   — g d¢g d¢dœ}t        |«      }g d¢}||d<   t        j                  |d   «      }|j                  |«       y )N)r   g      @é   )é   r   é   )Út1Út2))r   é   )r   r   )r6   r   Útuples)r   r   Úfrom_tuplesÚ	set_index)Úselfr   r*   r7   Úindexs        r+   Útest_set_index_multiindexz&TestSetIndex.test_set_index_multiindex;   sC   € â¢iÑ0ˆÜ�q‹\ˆÚ)ˆØˆˆ8‰ä×&Ñ& r¨(¡|Ó4ˆà
�‰�UÕr-   c           	      óò   — t        dddœdddœddd	d
œdddd
œgg d¢¬«      }|j                  ddg«      }|ddg   }t        j                  |d   |d   gddg¬«      |_        t        j                  ||«       y )Nr6   r   )r   Úpr   é
   )r   Úmr1   é   é   )r   r@   r>   r2   é   é   )r   r@   r>   Úx©Úcolumnsr   rE   r@   r>   ©Únames)r   r9   r   Úfrom_arraysr;   ÚtmÚassert_frame_equal)r:   r*   ÚresultÚexpecteds       r+   Útest_set_index_empty_columnz(TestSetIndex.test_set_index_empty_columnF   s‘   € äà˜aÑ Ø˜bÑ!Ø˜b rÑ*Ø˜b rÑ*ð	ò )ô
ˆð —‘˜s C˜jÓ)ˆà�s˜C�j‘>ˆÜ#×/Ñ/°°C±¸"¸S¹'Ð0BÈ3ÐPSÈ*ÔUˆŒÜ
×Ñ˜f hÕ/r-   c                 ó  — t        t        d¬«      t        d¬«      g dœ«      }|j                  ddg«      }|j                  j	                  «       j
                  }|ddg   j
                  }t        j                  ||«       y )Nzdatetime64[ns]©ÚdtypeÚint64©r   r   r   r   r   )r   r   r9   r;   Úto_frameÚdtypesrK   Úassert_series_equal)r:   Údf1Údf2rM   rN   s        r+   Útest_set_index_empty_dataframez+TestSetIndex.test_set_index_empty_dataframeX   sq   € äÜÐ/Ô0´vÀGÔ7LÐSUÑVó
ˆð �m‰m˜S #˜JÓ'ˆØ—‘×#Ñ#Ó%×,Ñ,ˆØ˜˜S�z‘?×)Ñ)ˆÜ
×Ñ˜v xÕ0r-   c                 ó¸  — t        j                  g d¢«      }t        t        j                  j                  d«      j                  d«      |¬«      }|j                  |j                  d   «      }|j                  d d …dd …f   }|j                  d d …df   j                  |_        |j                  d   g|j                  _        t        j                  ||«       y )N))r   r6   )r   r   )r   r6   r   )r1   r1   rF   r   r6   )r   r8   r   r&   r'   r(   r)   r9   rG   ÚilocÚvaluesr;   rI   rK   rL   )r:   rG   r*   rM   rN   s        r+   Ú test_set_index_multiindexcolumnsz-TestSetIndex.test_set_index_multiindexcolumnsc   s¦   € Ü×(Ñ(Ò)MÓNˆÜÜ�I‰I×!Ñ! !Ó$×4Ñ4°VÓ<Àgô
ˆð —‘˜bŸj™j¨™mÓ,ˆà—7‘7š1˜a™b˜5‘>ˆØŸ™¢ A ™×-Ñ-ˆŒØ "§
¡
¨1¡˜ˆ�‰ÔÜ
×Ñ˜f hÕ/r-   c                 ó€  — t        dgd¬«      j                  d«      }t        d|i«      }|j                  |«      j                  d   j
                  dk(  sJ ‚t        t        |j                  «      «      d   j
                  dk(  sJ ‚|j                  |j                  «      j                  d   j
                  dk(  sJ ‚y )Nz2014-01-01 10:10:10ÚUTC©ÚtzzEurope/Romer   r   rA   )r	   Ú
tz_convertr   r9   r;   Úhourr   r   )r:   Úidxr*   s      r+   Útest_set_index_timezonez$TestSetIndex.test_set_index_timezonep   s§   € ô Ð2Ð3¸Ô>×IÑIÈ-ÓXˆÜ˜˜S�zÓ"ˆØ�|‰|˜CÓ ×&Ñ& qÑ)×.Ñ.°"Ò4Ð4Ð4ÜœV B§D¡D›\Ó*¨1Ñ-×2Ñ2°bÒ8Ð8Ð8Ø�|‰|˜BŸD™DÓ!×'Ñ'¨Ñ*×/Ñ/°2Ò5Ð5Ñ5r-   c           
      ó8  — t        t        d«      D �cg c]  }t        ddd«      t        |«      z   ‘Œ c}t        j
                  j                  d«      j                  d«      dœ«      }|j                  d«      }t        |j                  t        «      sJ ‚y c c}w )Niè  iÐ  r6   r   ©r   r   r   )r   Úranger   r   r&   r'   r(   r)   r9   Ú
isinstancer;   r	   )r:   Úir*   Úidfs       r+   Ú!test_set_index_cast_datetimeindexz.TestSetIndex.test_set_index_cast_datetimeindexy   s|   € ÜäCHÈÃ;ÖO¸a”h˜t Q¨Ó*¬Y°q«\Ó9ÒOÜ—Y‘Y×*Ñ*¨1Ó-×=Ñ=¸dÓCñó
ˆð �l‰l˜3ÓˆÜ˜#Ÿ)™)¤]Ô3Ð3Ñ3ùò Ps   “ Bc                 óà  — t        dddd¬«      }t        g d¢g d¢dœ|¬	«      j                  «       }|j                  d
«      }t        g d¢g d¢dœt	        |d
¬«      ¬	«      }|j
                  j                  d «      |_        t        j                  ||«       |j                  d
dg«      }t        j                  |g d¢gd
dg¬«      }t        dg d¢i|¬«      }t        j                  ||«       y )Nz2006-10-29 00:00:00r1   Úhú
US/Pacific)ÚperiodsÚfreqrb   ©r   r6   r   )r1   r2   r   )r   r   )Údatar;   r;   ©Únamer   rH   r   ©r;   )r   r   Úreset_indexr9   r
   r;   Ú
_with_freqrK   rL   r   rJ   )r:   Údir*   ÚresÚexpÚ	exp_indexs         r+   Útest_set_index_dstzTestSetIndex.test_set_index_dst„   sÎ   € ÜÐ-°q¸sÀ|ÔTˆä¢)²)Ñ<ÀBÔG×SÑSÓUˆà�l‰l˜7Ó#ˆÜÚ ¢yÑ1Ü˜ Ô)ô
ˆð —I‘I×(Ñ(¨Ó.ˆŒ	Ü
×Ñ˜c 3Ô'ð �l‰l˜G S˜>Ó*ˆÜ×*Ñ*¨B²	¨?À7ÈCÀ.ÔQˆ	Ü˜šiÐ(°	Ô:ˆÜ
×Ñ˜c 3Õ'r-   c                 óp  — |}t        t        j                  t        |«      dz
  ddt        j                  ¬«      «      }|j                  |«      }t        j                  |j                  |«       t        j                  t        d¬«      5  |j                  |d d d…   «       d d d «       y # 1 sw Y   y xY w)Nr6   éÿÿÿÿrQ   zLength mismatch©Úmatchr   )r
   r&   ÚarangeÚlenrS   r9   rK   Úassert_index_equalr;   ÚpytestÚraisesÚ
ValueError)r:   Úfloat_string_framer*   re   s       r+   Útest_set_indexzTestSetIndex.test_set_index—   s†   € ØˆÜ”B—I‘Iœc "›g¨™k¨2¨r¼¿¹ÔBÓCˆà�\‰\˜#ÓˆÜ
×Ñ˜bŸh™h¨Ô,Ü�]‰]œ:Ð->Ô?ñ 	#Ø�L‰L˜™S˜q˜S™Ô"÷	#÷ 	#ñ 	#ús   ÂB,Â,B5c                 ó²  — t        t        j                  d«      t        t	        d«      t
        ¬«      t        t        d«      D �cg c]  }d|› �‘Œ	 c}t
        ¬«      ¬«      }d|j                  _        |j                  |j                  «      j                  j                  dgk(  sJ ‚t        j                  |dd	g   j                  j                  dd	g¬
«      }t        j                  |g d¢   j                  j                  g d¢¬
«      }|j                  dd	g«      }|j                  |j                  «      j                  j                  dd	gk(  sJ ‚t        |j                  |j                  «      j                  t        «      sJ ‚t!        j"                  |j                  |j                  «      j                  |«       |j                  j%                  ddg«      }t        |j                  |j                  |g«      j                  t        «      sJ ‚t!        j"                  |j                  |j                  |g«      j                  |«       y c c}w )N)r?   r2   ÚABCDrQ   r?   zi-)rG   r;   rv   r   r   rH   )r   r   r   r   )r   r   r   r    r   r    )r   r&   Úonesr
   ÚlistÚobjectri   r;   rv   r9   rI   r   rJ   ÚTr]   rj   rK   r…   Úrename)r:   rk   r*   ÚmiÚmi2Úidx2s         r+   Útest_set_index_namesz!TestSetIndex.test_set_index_names    sÅ  € ÜÜ�G‰G�GÓÜœ$˜v›,¬fÔ5Ü¬5°«9Ö5 a˜2˜a˜SšÒ5¼VÔDô
ˆð
 ˆ�‰Œà�|‰|˜BŸH™HÓ%×+Ñ+×1Ñ1°f°XÒ=Ð=Ð=ä×#Ñ# B¨¨S z¡N×$4Ñ$4×$;Ñ$;ÀCÈÀ:ÔNˆÜ×$Ñ$ØÒ#Ñ$×&Ñ&×-Ñ-Ò5Iô
ˆð �\‰\˜3 ˜*Ó%ˆà�|‰|˜BŸH™HÓ%×+Ñ+×1Ñ1°c¸3°ZÒ?Ð?Ð?ô ˜"Ÿ,™, r§x¡xÓ0×6Ñ6¼
ÔCÐCÐCô 	×Ñ˜bŸl™l¨2¯8©8Ó4×:Ñ:¸BÔ?à�x‰x�‰  S˜zÓ*ˆô ˜"Ÿ,™,¨¯©°$Ð'7Ó8×>Ñ>Ä
ÔKÐKÐKô 	×Ñ˜bŸl™l¨B¯H©H°dÐ+;Ó<×BÑBÀCÕHùò9 6s   ÁIÚkeysr   r   r   r"   ÚinplaceTFÚdropc                 ó†  — |}t        |t        «      r)t        j                  |D �cg c]  }||   ‘Œ	 c}|¬«      }nt	        ||   |¬«      }|r|j                  |d¬«      n|}||_        |r(|j                  «       }	|	j                  ||d¬«      }
|
�J ‚|j                  ||¬«      }	t        j                  |	|«       y c c}w )NrH   ru   r6   ©ÚaxisT)r˜   r—   )r˜   )rj   rŽ   r   rJ   r
   r˜   r;   Úcopyr9   rK   rL   )r:   r,   r˜   r—   r–   r*   rE   re   rN   rM   Úreturn_values              r+   Útest_set_index_drop_inplacez(TestSetIndex.test_set_index_drop_inplaceÃ   s¹   € ð !ˆä�dœDÔ!Ü×(Ñ(¸Ö)>°A¨"¨Q«%Ò)>ÀdÔK‰Cä˜˜4™ tÔ,ˆCÙ,0�2—7‘7˜4 a�7Ô(°bˆØˆŒáØ—W‘W“YˆFØ!×+Ñ+¨D°tÀTÐ+ÓJˆLØÐ'Ð'Ð'à—\‘\ $¨T�\Ó2ˆFä
×Ñ˜f hÕ/ùò *?s   ¦B>c                 óZ  — |}t        |t        «      r|n|g}t        j                  |j                  g|D �cg c]  }||   ‘Œ	 c}z   d g|¢¬«      }|r|j                  |d¬«      n|j                  «       }||_        |j                  ||d¬«      }t        j                  ||«       y c c}w )NrH   r6   rš   T©r˜   Úappend)
rj   rŽ   r   rJ   r;   r˜   rœ   r9   rK   rL   )	r:   r,   r˜   r–   r*   rE   re   rN   rM   s	            r+   Útest_set_index_appendz"TestSetIndex.test_set_index_appendÚ   sž   € ð !ˆä! $¬Ô-‰t°D°6ˆÜ×$Ñ$Ø�X‰XˆJ¨Ö. A˜"˜Q›%Ò.Ñ.°t°m¸d°mô
ˆñ -1�2—7‘7˜4 a�7Ô(°b·g±g³iˆØˆŒà—‘˜d¨°d�Ó;ˆä
×Ñ˜f hÕ/ùò /s   ·B(
c                 óÚ   — |j                  dg|d¬«      }t        |t        «      r|n|g}|j                  dg|¢|d¬«      }|j                  ||d¬«      }t        j                  ||«       y )Nr    Tr    )r9   rj   rŽ   rK   rL   )r:   r,   r˜   r–   r*   rN   rM   s          r+   Ú#test_set_index_append_to_multiindexz0TestSetIndex.test_set_index_append_to_multiindexë   sq   € ð !×*Ñ*¨C¨5°tÀDÐ*ÓIˆä! $¬Ô-‰t°D°6ˆØ&×0Ñ0°#°¸°ÀDÐQUÐ0ÓVˆà—‘˜d¨°d�Ó;ˆä
×Ñ˜f hÕ/r-   c                 ó  — t        g d¢g d¢dœ«      }t        dddgit        ddgd	¬
«      «      }|j                  |j                  j	                  d„ «         }|j                  d	«      }t        j                  ||«       y )Nrs   rT   )ÚvalÚkeyr¦   r6   r   r   r   r§   ru   c                 ó   — | dk\  S )Nr6   © )Úindxs    r+   ú<lambda>z<TestSetIndex.test_set_index_after_mutation.<locals>.<lambda>ý   s
   € ¨t°q©y€ r-   )r   r
   Úlocr;   Úmapr9   rK   rL   )r:   r*   rN   rY   rM   s        r+   Útest_set_index_after_mutationz*TestSetIndex.test_set_index_after_mutationø   sj   € äšy²ÑAÓBˆÜ˜e a¨ V˜_¬e°S¸#°JÀUÔ.KÓLˆà�f‰f�R—X‘X—\‘\Ñ"8Ó9Ñ:ˆØ—‘˜uÓ%ˆÜ
×Ñ˜f hÕ/r-   Úboxc                 ó   — t        | «      gS ©N)rŽ   ©rE   s    r+   r«   zTestSetIndex.<lambda>  s   € ”t˜A“w�i€ r-   c                 ó.   — t        j                  | g«      S r±   ©r   rJ   r²   s    r+   r«   zTestSetIndex.<lambda>  ó   € ”j×,Ñ,¨a¨SÓ1€ r-   zappend, index_name)©TN©Tr   ©TÚtest©FNc                 óÌ  — |}||j                   _         ||d   «      }|t        k(  r;d}t        j                  t
        |¬«      5  |j                  |||¬«       d d d «       y t        |dd «      }	|	€t        |dd «      gn|	}
|j                  |||¬«      }|j                  dgd|¬«      }|r|g|
¢n|
|j                   _        t        j                  ||«       y # 1 sw Y   y xY w)Nr   z%['one', 'two', 'three', 'one', 'two']r�   r    rI   rv   F)r;   rv   rŽ   r†   r‡   ÚKeyErrorr9   ÚgetattrrI   rK   rL   )r:   r,   r˜   r¡   Ú
index_namer¯   r*   r§   ÚmsgÚname_mirv   rM   rN   s                r+   Ú test_set_index_pass_single_arrayz-TestSetIndex.test_set_index_pass_single_array  sâ   € ð$ !ˆØ"ˆ�‰Œá�"�S‘'‹lˆØ”$Š;à9ˆCÜ—‘œx¨sÔ3ñ <Ø—‘˜S t°F�Ô;÷<ð <ô ˜c 7¨DÓ1ˆGØ3:°?”G˜C ¨Ó.Ñ/ÈˆDà—\‘\ #¨D¸�\Ó@ˆFð —|‘| S E°¸f�|ÓEˆHÙ:@ JÐ#6°Ñ#6ÀdˆH�N‰NÔ ä×!Ñ! &¨(Õ3÷<ð <ús   ÁCÃC#c                 ó.   — t        j                  | g«      S r±   r´   r²   s    r+   r«   zTestSetIndex.<lambda>0  s   € ¼×9OÑ9OÐQRÐPSÓ9T€ r-   )r¶   ©Tr   r·   r¸   rº   c                 ór  — |}||j                   _        d ||d   «      g}d|t        j                  t        t
        t        fv rd ndg}|j                  |||¬«      }	|j                  ddgd|¬«      }
|r|
j                  dd¬«      n|
}
|r|g|¢n||
j                   _	        t        j                  |	|
«       y )Nr   r   r    Fr6   rš   )r;   rv   r&   ÚarrayrŽ   r#   Úiterr9   r˜   rI   rK   rL   )r:   r,   r˜   r¡   r¾   r¯   r*   r–   rI   rM   rN   s              r+   Útest_set_index_pass_arraysz'TestSetIndex.test_set_index_pass_arrays/  s²   € ð !ˆØ"ˆ�‰Œà‘S˜˜C™“\Ð"ˆà˜c¤b§h¡h´´e¼TÐ%BÑB‘dÈÐLˆà—‘˜d¨°f�Ó=ˆð —<‘<  c 
°¸v�<ÓFˆÙ15�8—=‘= ¨1�=Ô-¸8ˆÙ7= 
Ð3¨UÑ3À5ˆ�‰Ôä
×Ñ˜f hÕ/r-   Úbox2c                 ó.   — t        j                  | g«      S r±   r´   r²   s    r+   r«   zTestSetIndex.<lambda>V  rµ   r-   c                 ó   — | j                   S r±   ru   r²   s    r+   r«   zTestSetIndex.<lambda>W  ó
   € �a—f‘f€ r-   Úbox1c                 ó.   — t        j                  | g«      S r±   r´   r²   s    r+   r«   zTestSetIndex.<lambda>b  rµ   r-   c                 ó   — | j                   S r±   ru   r²   s    r+   r«   zTestSetIndex.<lambda>c  rË   r-   )r¶   rÃ   r¸   rº   c                 óª  — |}||j                   _         ||d   «       ||d   «      g}|j                  |||¬«      }	 ||d   «       ||d   «      g}t        |d   t        «      r%|d   dk(  rt        |d   t        «      r
|d   dk(  rdn|}
|j                  |d   g|
|¬«      }|j                  |d   g|d¬«      }t        j                  |	|«       y )Nr   r    r   r6   FT)r;   rv   r9   rj   ÚstrrK   rL   )r:   r,   r˜   r¡   r¾   rÌ   rÈ   r*   r–   rM   Ú
first_droprN   s               r+   Ú$test_set_index_pass_arrays_duplicatez1TestSetIndex.test_set_index_pass_arrays_duplicateN  sê   € ð> !ˆØ"ˆ�‰Œá�R˜‘W“™t B s¡G›}Ð-ˆØ—‘˜d¨°f�Ó=ˆñ �R˜‘W“™t B s¡G›}Ð-ˆô ˜4 ™7¤CÔ(Ø˜‘G˜s’NÜ˜t A™w¬Ô,Ø˜‘G˜s’Nñ ð ð 	ð —<‘<  a¡ 	°
À6�<ÓJˆØ×%Ñ% t¨A¡w i°dÀ4Ð%ÓHˆÜ
×Ñ˜f hÕ/r-   r¡   c                 óÊ   — |}t        j                  |d   |d   gddg¬«      }|j                  |||¬«      }|j                  ddgd|¬«      }t        j                  ||«       y )Nr   r   rH   r    F)r   rJ   r9   rK   rL   )r:   r,   r˜   r¡   r*   r–   rM   rN   s           r+   Útest_set_index_pass_multiindexz+TestSetIndex.test_set_index_pass_multiindexŠ  sj   € ð !ˆÜ×%Ñ% r¨#¡w°°3±Ð&8ÀÀcÀ
ÔKˆà—‘˜d¨°f�Ó=ˆð —<‘<  c 
°¸v�<ÓFˆä
×Ñ˜f hÕ/r-   c                 ót  — t        t        d«      dz  d¬«      }t        t        j                  j                  d«      j                  d«      |j                  dœ«      }|j                  d«      }t        j                  |j                  |«       t        t        j                  j                  d«      j                  d«      |dœ«      }|j                  d«      }t        j                  |j                  |«       |j                  «       j                  d«      }t        j                  |j                  |«       y )NÚabr   r   ru   r   r?   rh   )r   rŽ   r   r&   r'   r(   r)   r]   r9   rK   r…   r;   rx   )r:   Úcir*   rl   s       r+   Ú(test_construction_with_categorical_indexz5TestSetIndex.test_construction_with_categorical_index—  sç   € Üœd 4›j¨1™n°3Ô7ˆô Ü—)‘)×'Ñ'¨Ó*×:Ñ:¸2Ó>ÀRÇYÁYÑOó
ˆð �l‰l˜3ÓˆÜ
×Ñ˜cŸi™i¨Ô,ô œRŸY™Y×2Ñ2°1Ó5×EÑEÀbÓIÐPRÑSÓTˆØ�l‰l˜3ÓˆÜ
×Ñ˜cŸi™i¨Ô,ð �o‰oÓ×)Ñ)¨#Ó.ˆÜ
×Ñ˜cŸi™i¨Õ,r-   c                 ój  — t        g d¢g d¢t        t        d«      t        d«      d¬«      t        t        d«      t        d«      d¬«      dœ«      }d	d
dd	gdd
gd	d
gfD ]S  }|j                  |«      j	                  «       }|j                  |j                  ¬«      }t        j                  ||«       ŒU y )N)r6   r   r6   r6   r   )r?   é   é   é   é"   ÚabaabÚbacF)Ú
categoriesÚorderedT)r   r   ÚC1ÚC2râ   rã   r   rF   )	r   r   rŽ   r9   rx   ÚreindexrG   rK   rL   )r:   r*   ÚcolsrM   s       r+   Ú)test_set_index_preserve_categorical_dtypez6TestSetIndex.test_set_index_preserve_categorical_dtypeª  s¤   € äâ$Ú)Ü!¤$ w£-¼DÀ»KÐQVÔWÜ!¤$ w£-¼DÀ»KÐQUÔVñ	ó
ˆð ˜4 # t ¨s°D¨k¸DÀ$¸<ÐHò 	.ˆDØ—\‘\ $Ó'×3Ñ3Ó5ˆFØ—^‘^¨B¯J©J�^Ó7ˆFÜ×!Ñ! &¨"Õ-ñ	.r-   c                 ó0  — t        g d¢g d¢t        d«      dœ«      }t        |j                  d«      d¬«      |_        |j                  j                  d«      |_        t        g d	¢d¬
«      }|j                  d«      j                  d«      }|j                  dd¬«      }t        j                  |j                  j                  d   |«       t        j                  |j                  j                  d   t        ddgd¬
«      «       |j                  j                  ddgk(  sJ ‚|j                  dd«      }t        j                  |j                  j                  d   t        ddgd¬
«      «       t        j                  |j                  j                  d   |«       |j                  j                  ddgk(  sJ ‚t        t        j                   j#                  d«      j!                  d«      «      }t        g d¢d¬«      }t        g d¢d¬«      }t%        ddd¬«      }|j'                  d «      }|j                  |«      }|j                  |d¬«      }|j                  |d¬«      }t        g d	¢d¬«      }t        ddgd¬«      }t        j                  |j                  j                  d   |«       t        j                  |j                  j                  d   |«       t        j                  |j                  j                  d   |«       t        j                  |j                  j)                  d«      |«       t        j                  |j                  j)                  d«      |«       t        j                  |j                  j)                  d«      |«       y )N)r   r   r   r   r   r   )ú2011-07-19 07:00:00ú2011-07-19 08:00:00ú2011-07-19 09:00:00rè   ré   rê   r3   )r%   r   Úvaluer   T)Úutcrp   )rè   ré   rê   ru   r`   r%   ©r¡   r   r6   r   r   r   z
US/Easternra   )ú2012-04-01 09:00rî   rî   ú2012-04-02 09:00rï   rï   z2011-01-01 09:00z
Asia/Tokyo)rq   rb   rî   rï   )r   ri   r   Úpopr;   rc   r	   Útz_localizer9   rK   r…   Úlevelsr
   rI   Ú	swaplevelr&   r'   r(   r   ry   Úget_level_values)r:   r*   rN   Úidx1r”   Úidx3Ú	expected1Ú	expected2s           r+   Útest_set_index_datetimez$TestSetIndex.test_set_index_datetime¹  sÞ  € äâ7òô ˜q›ñó
ˆô ˜rŸv™v jÓ1°tÔ<ˆŒØ—8‘8×&Ñ& |Ó4ˆŒä ÚQØô
ˆð ×'Ñ'¨Ó.×9Ñ9¸,ÓGˆà�\‰\˜'¨$ˆ\Ó/ˆÜ
×Ñ˜bŸh™hŸo™o¨aÑ0°(Ô;Ü
×Ñ˜bŸh™hŸo™o¨aÑ0´%¸¸c¸
ÈÔ2QÔRØ�x‰x�~‰~ *¨gÐ!6Ò6Ð6Ð6à�\‰\˜!˜QÓˆÜ
×Ñ˜bŸh™hŸo™o¨aÑ0´%¸¸c¸
ÈÔ2QÔRÜ
×Ñ˜bŸh™hŸo™o¨aÑ0°(Ô;Ø�x‰x�~‰~ '¨:Ð!6Ò6Ð6Ð6ä”r—y‘y×,Ñ,¨QÓ/×6Ñ6°qÓ9Ó:ˆÜòð ô

ˆô òð ô

ˆô Ð,°a¸LÔIˆØ�‰˜tÓ$ˆà�\‰\˜$ÓˆØ�\‰\˜$ tˆ\Ó,ˆØ�\‰\˜$ tˆ\Ó,ˆä!ÚQØô
ˆ	ô "ØÐ!3Ð4¸ô
ˆ	ô 	×Ñ˜bŸh™hŸo™o¨aÑ0°)Ô<Ü
×Ñ˜bŸh™hŸo™o¨aÑ0°)Ô<Ü
×Ñ˜bŸh™hŸo™o¨aÑ0°$Ô7ô 	×Ñ˜bŸh™h×7Ñ7¸Ó:¸DÔAÜ
×Ñ˜bŸh™h×7Ñ7¸Ó:¸DÔAÜ
×Ñ˜bŸh™h×7Ñ7¸Ó:¸DÕAr-   c                 óö  — t        t        j                  j                  d«      j                  d«      «      }t	        ddd¬«      }|j                  |«      }t	        ddd¬«      }|j                  |«      j                  |«      }t	        d	dd
¬«      }|j                  |«      }|j                  |d¬«      }|j                  |d¬«      }t	        ddd¬«      }t	        ddd¬«      }t        j                  |j                  j                  d   |«       t        j                  |j                  j                  d   |«       t        j                  |j                  j                  d   |«       t        j                  |j                  j                  d«      |«       t        j                  |j                  j                  d«      |«       t        j                  |j                  j                  d«      |«       y )Nr   r3   z
2011-01-01r1   ÚM©rq   rr   z2013-01-01 09:00ro   Ú2005ÚYTrí   r   r6   )r   r&   r'   r(   r   r¡   r9   rK   r…   r;   rò   rô   )r:   r*   rõ   r”   rö   r÷   rø   s          r+   Útest_set_index_periodz"TestSetIndex.test_set_index_period  s{  € ä”r—y‘y×,Ñ,¨QÓ/×6Ñ6°qÓ9Ó:ˆÜ˜L°!¸#Ô>ˆØ�{‰{˜4Ó ˆÜÐ.¸ÀÔDˆØ�{‰{˜4Ó ×'Ñ'¨Ó-ˆÜ˜F¨A°CÔ8ˆà�\‰\˜$ÓˆØ�\‰\˜$ tˆ\Ó,ˆØ�\‰\˜$ tˆ\Ó,ˆä  °q¸sÔCˆ	Ü Ð!3¸QÀSÔIˆ	ä
×Ñ˜bŸh™hŸo™o¨aÑ0°)Ô<Ü
×Ñ˜bŸh™hŸo™o¨aÑ0°)Ô<Ü
×Ñ˜bŸh™hŸo™o¨aÑ0°$Ô7ä
×Ñ˜bŸh™h×7Ñ7¸Ó:¸DÔAÜ
×Ñ˜bŸh™h×7Ñ7¸Ó:¸DÔAÜ
×Ñ˜bŸh™h×7Ñ7¸Ó:¸DÕAr-   N)!Ú__name__Ú
__module__Ú__qualname__r<   rO   rZ   r^   rf   rm   r~   rŠ   r•   r†   ÚmarkÚparametrizerž   r¢   r¤   r®   r   r
   r&   rÅ   rŽ   rÁ   rÇ   rÆ   rÒ   rÔ   rØ   ræ   rù   rÿ   r©   r-   r+   r/   r/   :   sV  „ ò	ò0ò$	1ò0ò6ò	4ò(ò&#ò IðF ‡[�[×Ñ˜V c¨3°°c°
Ð<TÐ%UÓVØ‡[�[×Ñ˜Y¨¨u¨Ó6Ø‡[�[×Ñ˜V d¨E ]Ó3ñ0ó 4ó 7ó Wð0ð( ‡[�[×Ñ˜V c¨3°°c°
Ð<TÐ%UÓVØ‡[�[×Ñ˜V d¨E ]Ó3ñ0ó 4ó Wð0ð ‡[�[×Ñ˜V c¨3°°c°
Ð<TÐ%UÓVØ‡[�[×Ñ˜V d¨E ]Ó3ñ	0ó 4ó Wð	0ò0ð ‡[�[×ÑØàØØ�H‰HØÙÙ1ð	
ó
ð ‡[�[×ÑØÒXóð ‡[�[×Ñ˜V d¨E ]Ó3ñ4ó 4óó
ð4ð8 ‡[�[×ÑØ�˜˜rŸx™x¨Ñ/TÐUóð ‡[�[×ÑØÚOóð ‡[�[×Ñ˜V d¨E ]Ó3ñ0ó 4ó	óð0ð. ‡[�[×ÑØàØØ�H‰HØØÙ1Ùð	
óð ‡[�[×ÑØàØØ�H‰HØØÙ1Ùð	
óð ‡[�[×ÑØÒXóð ‡[�[×Ñ˜V d¨E ]Ó3ñ0ó 4óóóð80ð@ ‡[�[×Ñ˜X¨¨e }Ó5Ø‡[�[×Ñ˜V d¨E ]Ó3ñ	0ó 4ó 6ð	0ò-ò&.òPBódBr-   r/   c                   ó`  — e Zd Zd„ Zej
                  j                  dddg«      ej
                  j                  dddg«      d„ «       «       Zej
                  j                  dddg«      ej
                  j                  dddg«      d„ «       «       Zej
                  j                  de	e
ej                  ed	„ gg d
¢¬«      ej
                  j                  dddgddg¬«      ej
                  j                  dddg«      ej
                  j                  dddg«      d„ «       «       «       «       Zy)ÚTestSetIndexInvalidc                 óè  — |}d}t        j                  t        d¬«      5  t        j                  t
        |¬«      5  |j                  dd¬«       d d d «       d d d «       t        j                  t        d¬«      5  t        j                  t
        |¬«      5  |j                  |d   |d   gd¬«       d d d «       d d d «       y # 1 sw Y   ŒuxY w# 1 sw Y   ŒyxY w# 1 sw Y   Œ*xY w# 1 sw Y   y xY w)Nz5The 'verify_integrity' keyword in DataFrame.set_indexzIndex has duplicate keysr�   r   T)Úverify_integrity)r†   r‡   rˆ   rK   Úassert_produces_warningr   r9   )r:   r,   r*   r¿   s       r+   Útest_set_index_verify_integrityz3TestSetIndexInvalid.test_set_index_verify_integrity%  sÛ   € Ø ˆàEˆÜ�]‰]œ:Ð-GÔHñ 	9Ü×+Ñ+¬NÀ#ÔFñ 9Ø—‘˜S°4�Ô8÷9÷	9ô �]‰]œ:Ð-GÔHñ 	HÜ×+Ñ+¬NÀ#ÔFñ HØ—‘˜b ™g r¨#¡wÐ/À$�ÔG÷H÷	Hð 	H÷9ð 9ú÷	9ð 	9ú÷
Hð Hú÷	Hð 	HúsF    C¼CÁCÁ;C(ÂCÂ3C(ÃC	Ã	CÃCÃC%	Ã!C(Ã(C1r¡   TFr˜   c           	      ó~  — |}t        j                  t        d¬«      5  |j                  g d¢||¬«       d d d «       t        j                  t        d¬«      5  |j                  |d   |d   dg||¬«       d d d «       d}t        j                  t        |¬«      5  |j                  t	        |d   «      ||¬«       d d d «       t        j                  t        |¬«      5  |j                  d|d   t	        |d   «      g||¬«       d d d «       y # 1 sw Y   ŒÛxY w# 1 sw Y   Œ¦xY w# 1 sw Y   ŒlxY w# 1 sw Y   y xY w)	Nz['foo', 'bar', 'baz']r�   )r   r   Úbazr    ÚXr   r   z%[('foo', 'foo', 'foo', 'bar', 'bar')])r†   r‡   r¼   r9   r#   )r:   r,   r˜   r¡   r*   r¿   s         r+   Útest_set_index_raise_keysz-TestSetIndexInvalid.test_set_index_raise_keys1  s*  € ð !ˆä�]‰]œ8Ð+BÔCñ 	Jà�L‰LÒ.°TÀ&ˆLÔI÷	Jô
 �]‰]œ8¨3Ô/ñ 	LØ�L‰L˜"˜S™' 2 c¡7¨CÐ0°tÀFˆLÔK÷	Lð 6ˆä�]‰]œ8¨3Ô/ñ 	CØ�L‰Lœ˜r #™w›¨d¸6ˆLÔB÷	Cô �]‰]œ8¨3Ô/ñ 	SØ�L‰L˜#˜r #™w¬¨b°©g«Ð7¸dÈ6ˆLÔR÷	Sð 	S÷	Jð 	Jú÷
	Lð 	Lú÷
	Cð 	Cú÷	Sð 	Sús/   žDÁDÂ!D'Ã'D3ÄDÄD$Ä'D0Ä3D<c           	      óX  — t         }|}d}t        j                  t        |¬«      5  |j	                   ||d   «      ||¬«       d d d «       t        j                  t        |¬«      5  |j	                  d|d    ||d   «      g||¬«       d d d «       y # 1 sw Y   ŒQxY w# 1 sw Y   y xY w)Nú,The parameter "keys" may be a column key, .*r�   r   r    )Úsetr†   r‡   Ú	TypeErrorr9   )r:   r,   r˜   r¡   r¯   r*   r¿   s          r+   Útest_set_index_raise_on_typez0TestSetIndexInvalid.test_set_index_raise_on_typeG  s¨   € ô ˆØ ˆà<ˆä�]‰]œ9¨CÔ0ñ 	AØ�L‰L™˜R ™W›¨D¸ˆLÔ@÷	Aô �]‰]œ9¨CÔ0ñ 	QØ�L‰L˜#˜r #™w©¨B¨s©G«Ð5¸DÈˆLÔP÷	Qð 	Q÷		Að 	Aú÷	Qð 	Qús   ¦BÁ'$B ÂBÂ B)r¯   c                 ó.   — t        j                  | g«      S r±   r´   r²   s    r+   r«   zTestSetIndexInvalid.<lambda>Y  s   € ´*×2HÑ2HÈ!ÈÓ2M€ r-   )r   r
   znp.arrayrÆ   r   )ÚidsÚlengthr2   r3   Ú	too_shortÚtoo_longc                 ó°  — |}t         j                  j                  d«      j                  dd|f«      }d}t	        j
                  t        |¬«      5  |j                   ||«      ||¬«       d d d «       t	        j
                  t        |¬«      5  |j                  d|j                   ||«      g||¬«       d d d «       y # 1 sw Y   ŒUxY w# 1 sw Y   y xY w)Nr   r   r?   z<Length mismatch: Expected 5 rows, received array of length.*r�   r    r   )	r&   r'   r(   Úintegersr†   r‡   rˆ   r9   r   )	r:   r,   r¯   r  r˜   r¡   r*   r]   r¿   s	            r+   Útest_set_index_raise_on_lenz/TestSetIndexInvalid.test_set_index_raise_on_lenW  sÂ   € ð !ˆä—‘×&Ñ& qÓ)×2Ñ2°1°b¸6¸)ÓDˆàLˆô �]‰]œ:¨SÔ1ñ 	@Ø�L‰L™˜V›¨4¸ˆLÔ?÷	@ô �]‰]œ:¨SÔ1ñ 	MØ�L‰L˜#˜rŸt™t¡S¨£[Ð1¸ÀVˆLÔL÷	Mð 	M÷		@ð 	@ú÷	Mð 	Mús   ÁC Â(CÃ C	ÃCN)r   r  r  r
  r†   r  r  r  r  r   r
   r&   rÅ   rÆ   r  r©   r-   r+   r  r  $  s?  „ ò
Hð ‡[�[×Ñ˜X¨¨e }Ó5Ø‡[�[×Ñ˜V d¨E ]Ó3ñSó 4ó 6ðSð( ‡[�[×Ñ˜X¨¨e }Ó5Ø‡[�[×Ñ˜V d¨E ]Ó3ñQó 4ó 6ðQð ‡[�[×ÑØØ	�˜Ÿ™ $Ñ(MÐNÚAð ó ð
 ‡[�[×Ñ˜X¨¨1 v°KÀÐ3LÐÓMØ‡[�[×Ñ˜X¨¨e }Ó5Ø‡[�[×Ñ˜V d¨E ]Ó3ñMó 4ó 6ó NóñMr-   r  c                   ó$   — e Zd Zd„ Zd„ Zd„ Zd„ Zy)ÚTestSetIndexCustomLabelTypec                 óX  —  G d„ d«      } |dd«      } |dd«      }t        |ddg|d	d
gi«      }t        |ddgit        d	d
g|¬«      ¬«      }|j                  |«      }t        j                  ||«       |j                  |g«      }t        j                  ||«        |dd«      }d}t        j                  t        |¬«      5  |j                  |«       d d d «       t        j                  t        |¬«      5  |j                  |g«       d d d «       y # 1 sw Y   Œ@xY w# 1 sw Y   y xY w)Nc                   ó$   — e Zd Zdd„Zdefd„ZeZy)úKTestSetIndexCustomLabelType.test_set_index_custom_label_type.<locals>.ThingÚreturnNc                 ó    — || _         || _        y r±   ©rv   Úcolor©r:   rv   r$  s      r+   Ú__init__zTTestSetIndexCustomLabelType.test_set_index_custom_label_type.<locals>.Thing.__init__w  ó   € Ø �”	Ø"�•
r-   c                 ó"   — d| j                   ›d�S ©Nz<Thing ú>ru   ©r:   s    r+   Ú__str__zSTestSetIndexCustomLabelType.test_set_index_custom_label_type.<locals>.Thing.__str__{  ó   € Ø  §¡ ¨QÐ/Ð/r-   ©r!  N)r   r  r  r&  rÐ   r,  Ú__repr__r©   r-   r+   ÚThingr   v  s   „ ó#ð0 ó 0ð ‰Hr-   r0  ÚOneÚredÚTwoÚbluer   r6   r   r1   ru   rw   ÚThreeÚpinkz<Thing 'Three'>r�   )r   r
   r9   rK   rL   r†   r‡   r¼   ©	r:   r0  Úthing1Úthing2r*   rN   rM   Úthing3r¿   s	            r+   Ú test_set_index_custom_label_typez<TestSetIndexCustomLabelType.test_set_index_custom_label_types  s  € ÷		ñ 		ñ �u˜eÓ$ˆÙ�u˜fÓ%ˆÜ˜  A ¨°°A°Ð7Ó8ˆÜ˜f q¨! fÐ-´U¸A¸q¸6ÈÔ5OÔPˆð —‘˜fÓ%ˆÜ
×Ñ˜f hÔ/ð —‘˜v˜hÓ'ˆÜ
×Ñ˜f hÔ/ñ �w Ó'ˆØˆÜ�]‰]œ8¨3Ô/ñ 	!à�L‰L˜Ô ÷	!ô �]‰]œ8¨3Ô/ñ 	#à�L‰L˜&˜Ô"÷	#ð 	#÷		!ð 	!ú÷	#ð 	#ús   ÃDÃ8D ÄDÄ D)c                 óh  —  G d„ dt         «      } |ddg«      } |ddg«      }t        |ddg|d	d
gi«      }t        |ddgit        d	d
g|¬«      ¬«      }|j                  |«      }t	        j
                  ||«       |j                  |g«      }t	        j
                  ||«        |ddg«      }d}t        j                  t        |¬«      5  |j                  |«       d d d «       t        j                  t        |¬«      5  |j                  |g«       d d d «       y # 1 sw Y   Œ@xY w# 1 sw Y   y xY w)Nc                   ó   — e Zd Zdefd„Zy)úXTestSetIndexCustomLabelType.test_set_index_custom_label_hashable_iterable.<locals>.Thingr!  c                 ób   — t        | «      }dj                  t        t        |«      «      }d|› d�S )Nz, zfrozenset({z}))ÚsortedÚjoinr­   Úrepr)r:   ÚtmpÚjoined_reprss      r+   r/  zaTestSetIndexCustomLabelType.test_set_index_custom_label_hashable_iterable.<locals>.Thing.__repr__¢  s.   € Ü˜T“l�Ø#Ÿy™y¬¬T°3«Ó8�à% l ^°3Ð7Ð7r-   N)r   r  r  rÐ   r/  r©   r-   r+   r0  r>     s   „ ð8 #ô 8r-   r0  r1  r2  r3  r4  r   r6   r   r1   ru   rw   r5  r6  z frozenset\(\{'Three', 'pink'\}\)r�   )	Ú	frozensetr   r
   r9   rK   rL   r†   r‡   r¼   r7  s	            r+   Ú-test_set_index_custom_label_hashable_iterablezITestSetIndexCustomLabelType.test_set_index_custom_label_hashable_iterable™  s&  € ô	8”Iô 	8ñ ˜˜u�~Ó&ˆÙ˜˜v�Ó'ˆÜ˜  A ¨°°A°Ð7Ó8ˆÜ˜f q¨! fÐ-´U¸A¸q¸6ÈÔ5OÔPˆð —‘˜fÓ%ˆÜ
×Ñ˜f hÔ/ð —‘˜v˜hÓ'ˆÜ
×Ñ˜f hÔ/ñ ˜ Ð(Ó)ˆØ1ˆÜ�]‰]œ8¨3Ô/ñ 	!à�L‰L˜Ô ÷	!ô �]‰]œ8¨3Ô/ñ 	#à�L‰L˜&˜Ô"÷	#ð 	#÷		!ð 	!ú÷	#ð 	#ús   ÃDÄ D(ÄD%Ä(D1c                 óz  —  G d„ dt         «      } |dd«      } |dd«      }t        ddgd	d
gg||g¬«      }d}t        j                  t        |¬«      5  |j                  |«       d d d «       t        j                  t        |¬«      5  |j                  |g«       d d d «       y # 1 sw Y   Œ@xY w# 1 sw Y   y xY w)Nc                   ó    — e Zd Zdd„Zdefd„Zy)úRTestSetIndexCustomLabelType.test_set_index_custom_label_type_raises.<locals>.Thingr!  Nc                 ó    — || _         || _        y r±   r#  r%  s      r+   r&  z[TestSetIndexCustomLabelType.test_set_index_custom_label_type_raises.<locals>.Thing.__init__Å  r'  r-   c                 ó"   — d| j                   ›d�S r)  ru   r+  s    r+   r,  zZTestSetIndexCustomLabelType.test_set_index_custom_label_type_raises.<locals>.Thing.__str__É  r-  r-   r.  )r   r  r  r&  rÐ   r,  r©   r-   r+   r0  rI  Ä  s   „ ó#ð0 ô 0r-   r0  r1  r2  r3  r4  r   r   r6   r1   rF   r  r�   )r  r   r†   r‡   r  r9   )r:   r0  r8  r9  r*   r¿   s         r+   Ú'test_set_index_custom_label_type_raiseszCTestSetIndexCustomLabelType.test_set_index_custom_label_type_raisesÀ  s²   € ô	0”Cô 	0ñ �u˜eÓ$ˆÙ�u˜fÓ%ˆÜ˜˜A˜  A Ð'°&¸&Ð1AÔBˆà<ˆä�]‰]œ9¨CÔ0ñ 	!à�L‰L˜Ô ÷	!ô �]‰]œ9¨CÔ0ñ 	#à�L‰L˜&˜Ô"÷	#ð 	#÷		!ð 	!ú÷	#ð 	#ús   ÁB%Â	B1Â%B.Â1B:c                 ón  — t        t        j                  j                  d«      j                  d«      «      }t	        ddd¬«      }t	        ddd¬«      }|j                  |«      }t        j                  |j                  |«       |j                  |«      }t        j                  |j                  |«       y )Nr   r3   z
2011/01/01rû   rü   Ú2013rþ   )	r   r&   r'   r(   r   r9   rK   r…   r;   )r:   r*   rõ   r”   s       r+   Útest_set_index_periodindexz6TestSetIndexCustomLabelType.test_set_index_periodindexÚ  s†   € ä”r—y‘y×,Ñ,¨QÓ/×6Ñ6°qÓ9Ó:ˆÜ˜L°!¸#Ô>ˆÜ˜F¨A°CÔ8ˆà�\‰\˜$ÓˆÜ
×Ñ˜bŸh™h¨Ô-Ø�\‰\˜$ÓˆÜ
×Ñ˜bŸh™h¨Õ-r-   N)r   r  r  r;  rF  rL  rO  r©   r-   r+   r  r  r  s   „ ò$#òL%#òN#ó4	.r-   r  )Ú__doc__r   r   Únumpyr&   r†   Úpandas.errorsr   Úpandasr   r   r   r	   r
   r   r   r   r   r   Úpandas._testingÚ_testingrK   Úfixturer,   r/   r  r  r©   r-   r+   ú<module>rW     sp   ðñ÷ó
 Û å (÷÷ ÷ õ ð ‡�ñó ð÷6gBñ gB÷TKMñ KM÷\q.ò q.r-   