
     -i'                        S SK rS SKrS SKJr  S SKJr  S SKJrJ	r	J
r
  S SKJr  S SKJr  \R                   R"                  /r\R&                  " S5      r\R+                  \R                   R-                  \" \R.                  5      \" S5      :H  =(       a    \" 5       S\R.                   3S	95        S
 rS r\R                   R5                  S5      \R                   R7                  SSS/5      \R                   R7                  SSS/5      \R                   R7                  SSS/5      S 5       5       5       5       r\R                   R5                  S5      \R                   R7                  SSS/5      \R                   R7                  SSS/5      S 5       5       5       rS r\R                   R7                  SSS/SSS/SS./5      S 5       rS r S r!S r"\R                   R5                  S5      S  5       r#S! r$S" r%S# r&g)$    N)is_platform_arm)NumbaUtilError)	DataFrameSeriesoption_context)Versionnumbaz0.61z&Segfaults on ARM platforms with numba )reasonc                     [         R                  " S5        S n [        / SQ/ SQS.SS/S9n[         R                  " [        S	S
9   UR                  S5      R                  U SS9  S S S 5        [         R                  " [        S	S
9   UR                  S5      S   R                  U SS9  S S S 5        g ! , (       d  f       NS= f! , (       d  f       g = f)Nr	   c                     U S-   $ N    xs    \/var/www/html/venv/lib/python3.13/site-packages/pandas/tests/groupby/transform/test_numba.pyincorrect_function;test_correct_function_signature.<locals>.incorrect_function   s    1u    ar   br   r         ?       @g      @g      @g      @keydatar   r   columnszThe first 2matchenginepytestimportorskipr   raisesr   groupby	transformr   r   s     r   test_correct_function_signaturer,      s    
  )3LMD 
~]	;U%%&8%I 
< 
~]	;UF#--.@-Q 
<	; 
<	; 
<	;s    B3#C3
C
Cc                     [         R                  " S5        S n [        / SQ/ SQS.SS/S9n[         R                  " [        S	S
9   UR                  S5      R                  U SSS9  S S S 5        [         R                  " [        S	S
9   UR                  S5      S   R                  U SSS9  S S S 5        g ! , (       d  f       NT= f! , (       d  f       g = f)Nr	   c                     U S-   $ r   r   valuesindexs     r   r   6test_check_nopython_kwargs.<locals>.incorrect_function.       zr   r   r   r   r   r   r   znumba does not supportr!   r   )r$   r   r%   r+   s     r   test_check_nopython_kwargsr4   +   s    
  )3LMD 
~-E	FU%%&8A%N 
G 
~-E	FUF#--.@TU-V 
G	F 
G	F 
G	Fs   !B5$C5
C
CignorejitTF
pandas_objr   r   as_indexc                 D   [         R                  " S5        S nU (       a  SS KnUR                  U5      n[	        / SQ/ SQS.SS/S9nX#US	.n	UR                  SUS
9n
US:X  a  U
S   n
U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        g )Nr	   c                     U S-   $ r   r   r/   s     r   func"test_numba_vs_cython.<locals>.funcD   r3   r   r   r   r   r   r   r   r   nogilparallelnopython)r8   r   r$   engine_kwargsc                     U S-   $ r   r   r   s    r   <lambda>&test_numba_vs_cython.<locals>.<lambda>V       1q5r   cythonr#   	r&   r'   r	   r6   r   r)   r*   tmassert_equal)r6   r7   r?   r@   rA   r8   r;   r	   r   rC   groupedresultexpecteds                r   test_numba_vs_cythonrO   <   s       yy%*CDqRSfD $xPMll1xl0GX!*tG=QF   BHOOF%r   c                 N   [         R                  " S5        S nS nU (       a&  SS KnUR                  U5      nUR                  U5      n[	        / SQ/ SQS.SS/S	9nX#US
.n	UR                  S5      n
US:X  a  U
S   n
U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        g )Nr	   c                     U S-   $ r   r   r/   s     r   func_1test_cache.<locals>.func_1c   r3   r   c                     U S-  $ N   r   r/   s     r   func_2test_cache.<locals>.func_2f   r3   r   r   r   r   r=   r   r   r>   r   rB   c                     U S-   $ r   r   r   s    r   rE   test_cache.<locals>.<lambda>x   rG   r   rH   r#   c                     U S-  $ rU   r   r   s    r   rE   rZ   |   rG   r   c                     U S-   $ r   r   r   s    r   rE   rZ      rG   r   rI   )r6   r7   r?   r@   rA   rR   rW   r	   r   rC   rL   rM   rN   s                r   
test_cacher]   [   s.      6"6"%*CDqRSfD $xPMll1oGX!*vg]SF   BHOOF%vg]SF   BHOOF% vg]SF   BHOOF%r   c                  8   [         R                  " S5        S n [        / SQ/ SQS.SS/S9nUR                  S5      nUR	                  U SS	9n[        S
S5         UR	                  U S S	9nS S S 5        [        R                  " UW5        g ! , (       d  f       N&= f)Nr	   c                     U S-   $ r   r   r/   s     r   rR   &test_use_global_config.<locals>.func_1   r3   r   r   r   r=   r   r   r   r#   zcompute.use_numbaT)r&   r'   r   r)   r*   r   rJ   assert_frame_equal)rR   r   rL   rN   rM   s        r   test_use_global_configrb      s    
  %*CDqRSfD ll1oG   8H	+T	2""6$"7 
3(F+ 
3	2s   B
Bagg_funcminmaxsum)BCc                    [         R                  " S5        Uu  p[        / SQ/ SQS.SS/S9nUR                  S5      nUR                  " U 4SS0UD6nUR                  " U 4SS	0UD6n[
        R                  " XV5        US   R                  " U 4SS0UD6nUS   R                  " U 4SS	0UD6n[
        R                  " XV5        g )
Nr	   r   r   r=   r   r   r   r$   rH   )r&   r'   r   r)   r*   rJ   ra   assert_series_equal)rc   numba_supported_reductionskwargsr   rL   rM   rN   s          r   test_string_cython_vs_numbarm      s      1H%*CDqRSfD ll1oGxBB6BF  E(EfEH&+QZ!!(E7EfEFqz##HHXHHH6,r   c                  V   [         R                  " S5        S n [        / SQ/ SQS.5      nUR                  S5      S   nUR	                  U SSS	9n[        S
/S-  SS9n[        R                  " X45        UR	                  U SSS	9n[        S/S-  SS9n[        R                  " X45        g )Nr	   c                 (    X* S  R                  5       $ N)rf   )r0   r1   ns      r   sum_last&test_args_not_cached.<locals>.sum_last   s    bc{  r   )r   r   r   r   )r   r   r   r   )idr   rt   r   r   r#   r      )name   r   )r&   r'   r   r)   r*   r   rJ   rj   )rr   df	grouped_xrM   rN   s        r   test_args_not_cachedrz      s    
 ! 
,\:	;B

4 %I  1W =Fseaic*H6,  1W =Fseaic*H6,r   c                      [         R                  " S5        S n [        / SQ/ SQS./ SQS9nUR                  S5      R	                  U SS	9n[        / S
QS// SQS9n[
        R                  " X#5        g )Nr	   c                     US-
  $ r   r   r/   s     r   f+test_index_data_correctly_passed.<locals>.f   s    qyr   )Ar   rg   )ru   rV      )groupv))r1   r   r#   )g      g      g       r   )r    r1   r&   r'   r   r)   r*   rJ   ra   )r}   rx   rM   rN   s       r    test_index_data_correctly_passedr      se    
  
_9=\	RBZZ **1W*=F+cU,OH&+r   c                    ^^^ [         R                  " S5        SmSmSmUUU4S jn TTTS.n[        S/ SQ05      nUR                  SS	9R	                  U SUS
9n[        S/ SQ05      n[
        R                  " X45        SmTTTS.nUR                  SS	9R	                  U SUS
9n[        S/ SQ05      n[
        R                  " X45        g )Nr	   TFc                    > TT-   T-   $ rp   r   )r0   r1   r?   rA   r@   s     r   func_kwargs2test_engine_kwargs_not_cached.<locals>.func_kwargs   s    x(**r   rA   r?   r@   value)r   r   r   r   )levelrB   )r   r   r   )r   r   r   r   )r   rC   rx   rM   rN   r?   rA   r@   s        @@@r   test_engine_kwargs_not_cachedr      s      EHH+ "*ExPM	GY'	(BZZaZ **G= + F '?34H&+E!)ExPMZZaZ **G= + F '?34H&+r   c                 0   [         R                  " S5        S n[        SSSS./5      R                  SS/5      nX US	.nUR	                  S5      R                  USUS
9n[        SSSS./5      R                  SS/5      n[        R                  " Xg5        g )Nr	   c                     gr   r   r/   s     r   
numba_func+test_multiindex_one_key.<locals>.numba_func       r   r   rw      r   rg   rh   r   rg   r   rB   r   )r&   r'   r   	set_indexr)   r*   rJ   ra   )r?   r@   rA   r   rx   rC   rM   rN   s           r   test_multiindex_one_keyr      s    
  
!!!,-	.	8	8#s	DB!)xPMZZ_&&7- ' F 456@@#sLH&+r   c                 ,   [         R                  " S5        S n[        SSSS./5      R                  SS/5      nX US	.n[         R                  " [
        S
S9   UR                  SS/5      R                  USUS9  S S S 5        g ! , (       d  f       g = f)Nr	   c                     gr   r   r/   s     r   r   ;test_multiindex_multi_key_not_supported.<locals>.numba_func   r   r   r   rw   r   r   r   rg   r   zmore than 1 grouping labelsr!   rB   )r&   r'   r   r   r(   NotImplementedErrorr)   r*   )r?   r@   rA   r   rx   rC   s         r   'test_multiindex_multi_key_not_supportedr      s    
  
!!!,-	.	8	8#s	DB!)xPM	*2O	P


C:((wm 	) 	
 
Q	P	Ps   #B
Bc                    [         R                  " S5        U u  p[        / SQ/ SQ[        R                  R                  S5      R                  S5      [        R                  R                  S5      R                  S5      S.5      nUR                  SS/5      nUR                  " U4S	S0UD6nUR                  " U4S	S
0UD6n[        R                  " XV5        g )Nr	   foobarr   r   r   r   r   r   oner   twothreer   r   r   r   rw      r   rg   rh   Dr   rg   r$   rH   r&   r'   r   nprandomdefault_rngstandard_normalr)   r*   rJ   ra   )rk   	reductionrl   rx   gbres_aggexpected_aggs          r   test_multilabel_numba_vs_cythonr     s    
 2I	IM&&q)99!<&&q)99!<		

B 
S#J	Bll9?W??G<<	E(EfEL'0r   c                     [         R                  " S5        [        / SQ/ SQ[        R                  R                  S5      R                  S5      [        R                  R                  S5      R                  S5      S.5      n U R                  SS/5      nUR                  S	 SS
9nUR                  S SS
9n[        R                  " X#5        g )Nr	   r   r   rw   r   r   r   rg   c                 j    X R                  5       -
  U R                  5       U R                  5       -
  -  $ rp   rd   re   r/   s     r   rE   5test_multilabel_udf_numba_vs_cython.<locals>.<lambda>   s#    v

4

9TUr   r#   c                 j    X R                  5       -
  U R                  5       U R                  5       -
  -  $ rp   r   r   s    r   rE   r   $  s"    1uuw;1557QUUW#45r   rH   r   )rx   r   rM   rN   s       r   #test_multilabel_udf_numba_vs_cythonr     s    
 	IM&&q)99!<&&q)99!<		

B 
S#J	B\\U  F ||5h  H &+r   )'numpyr   r&   pandas.compatr   pandas.errorsr   pandasr   r   r   pandas._testing_testingrJ   pandas.util.versionr   mark
single_cpu
pytestmarkr'   r	   appendskipif__version__r,   r4   filterwarningsparametrizerO   r]   rb   rm   rz   r   r   r   r   r   r   r   r   r   <module>r      s     ) ( 
  'kk$$%
G$ 
  
KK!!"gfo5K/:K78I8I7JK  R"W" H%u.+'>?dE]3& 4 @ / &
&4 H%u.+'>?#& @ / &#&L," %uen5(IJ--"-$
,,8 H%, &,
1",r   