
    Mh                        S SK rS SKrS SKJrJrJrJr  S SKJ	r	J
r
  \R                  " SS/S9S 5       r\R                  " SS/S9S 5       r\R                  " SS/S9S	 5       r\R                  " SS/S9S
 5       r\R                  S 5       r\R                  S 5       r\R                  S 5       r\R                  S 5       r\R                  " 5       S 5       r\R                  " 5       S 5       r\R                  " \" \	5      S9S 5       r\R                  " \" \
5      S9S 5       r\R                  " \" \	5      \" \
5      -   S9S 5       r\R                  " SS/S9S 5       r\R                  " S/S9S 5       r\R                  " S/S9S 5       r\R                  " S0 4SSS04SSS 04SSS04SSS 04S0 4S0 4S0 4SSS 04SSS 04SSS 04// S!QS"9S# 5       rg)$    N)	DataFrameIndexSeries
date_range)reduction_kernelstransformation_kernelsTF)paramsc                     U R                   $ Nparamrequests    O/var/www/html/env/lib/python3.13/site-packages/pandas/tests/groupby/conftest.pysortr          ==    c                     U R                   $ r   r   r   s    r   as_indexr      r   r   c                     U R                   $ r   r   r   s    r   dropnar      r   r   c                     U R                   $ r   r   r   s    r   observedr      r   r   c                      [        / SQ/ SQ[        R                  R                  S5      R	                  S5      [        R                  R                  S5      R	                  S5      S.5      $ )N)foobarr   r   r   r   r   r   )oner   twothreer   r   r   r         )ABCDr   nprandomdefault_rngstandard_normal r   r   dfr,   $   sT    IM&&q)99!<&&q)99!<		
 r   c            	          [        [        R                  R                  S5      R	                  S5      [        SSSS9S9$ )Nr       
2000-01-01r#   periodsfreq)index)r   r'   r(   r)   r*   r   r+   r   r   tsr4   0   s8    
		a 004r< r   c            
          [        [        R                  R                  S5      R	                  S5      [        [        S5      [        S9[        SSSS9S	9$ )
Nr    )r.      ABCD)dtyper/   r.   r#   r0   )columnsr3   )	r   r'   r(   r)   r*   r   listobjectr   r+   r   r   tsframer<   8   sF    
		a 009d6l&1r< r   c            
      :   [        / SQ/ SQ/ SQ[        R                  R                  S5      R	                  S5      [        R                  R                  S5      R	                  S5      [        R                  R                  S5      R	                  S5      S.5      $ )N)r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   )dullr>   shinyr>   r>   r?   r?   r>   r?   r?   r?   r       )r"   r#   r$   r%   EFr&   r+   r   r   three_grouprC   A   s}     &&q)99"=&&q)99"=&&q)99"=U+	
- -r   c            	      p    / SQ/ SQ/ SQ/ SQ/ SQ/ SQ/ SQ/ SQ/n [        U / S	QS
9nUR                  S5      $ )N)r   aa0_at_0)   bb0_at_1)r    rE   a1_at_2)   rH   b1_at_3)r6   cc0_at_4)   rE   a2_at_5)   rE   a3_at_6)   rE   a4_at_7)r   GroupValue)r9   r   )r   	set_index)datar,   s     r   slice_test_dfrY   s   sA     		D 
4!<	=B<<  r   c                 "    U R                  SSS9$ )NrU   F)r   )groupby)rY   s    r   slice_test_groupedr\      s      5 99r   c                     U R                   $ )zL
yields the string names of all groupby reduction functions, one at a time.
r   r   s    r   reduction_funcr^      s    
 ==r   c                     U R                   $ )z@yields the string names of all groupby transformation functions.r   r   s    r   transformation_funcr`           ==r   c                     U R                   $ )z5yields both aggregation and transformation functions.r   r   s    r   groupby_funcrc      ra   r   c                     U R                   $ )z'parallel keyword argument for numba.jitr   r   s    r   parallelre      ra   r   c                     U R                   $ )z$nogil keyword argument for numba.jitr   r   s    r   nogilrg      ra   r   c                     U R                   $ )z'nopython keyword argument for numba.jitr   r   s    r   nopythonri      ra   r   meanvarddofrG   stdsumminmax	min_countr    )rj   var_1var_0std_1std_0rn   ro   rp   zsum-min_countzmin-min_countzmax-min_count)r	   idsc                     U R                   $ )z(reductions supported with engine='numba'r   r   s    r   numba_supported_reductionsrx      s    < ==r   )numpyr'   pytestpandasr   r   r   r   pandas.core.groupby.baser   r   fixturer   r   r   r   r,   r4   r<   rC   rY   r\   sortedr^   r`   rc   re   rg   ri   rx   r+   r   r   <module>r      s      e}% & e}% & e}% & e}% &       . .b ! ! : : v/01 2 v456 7
 v/06:P3QQR S
 e}% & w  
 v 
 									a !	a !	a !	898r   