
    m*i64                        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
JrJr  S SKJr  S SKJr  \R$                  R&                  /r\R*                  " S5      r\R/                  \R$                  R1                  \" \R2                  5      \" S5      :H  =(       a    \" 5       S\R2                   3S	95        S
 rS r\R$                  R9                  S5      \R$                  R;                  SSS/5      \R$                  R;                  SSS/5      \R$                  R;                  SSS/5      S 5       5       5       5       r\R$                  R9                  S5      \R$                  R;                  SSS/5      \R$                  R;                  SSS/5      S 5       5       5       rS r \R$                  R;                  SSSS/0SS0SSS/SS.0S\
" SSS90/5      S  5       r!\R$                  R;                  S!SS" 0S4\RD                  " SS# S$ /0SS/\R$                  RG                  S%S	9S&9/5      S' 5       r$\R$                  R;                  SSSS/0SS0SSS(./5      S) 5       r%\R$                  R&                  \R$                  R;                  S*\" / S+Q5      SSS/04\" / S+Q5      SS04\" / S+Q/ S,QS.SS-/S.9SSS/04\" / S+Q/ S,QS.SS-/S.9SS04\" / S+Q/ S,QS.SS-/S.9SSS/SS.04\" / S+Q/ S,QS.SS-/S.9S/\
" SSS904/5      S0 5       5       r&S1 r'S2 r(S3 r)\R$                  R9                  S5      S4 5       r*S5 r+S6 r,S7 r-g)8    N)is_platform_arm)NumbaUtilError)	DataFrameIndexNamedAgg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 5      S-  $ Ng@sumxs    i/var/www/html/land-doc-ocr/venv/lib/python3.13/site-packages/pandas/tests/groupby/aggregate/test_numba.pyincorrect_function;test_correct_function_signature.<locals>.incorrect_function   s    1v|    ar   br   r         ?       @g      @g      @g      @keydatar   r    columnszThe first 2matchenginepytestimportorskipr   raisesr   groupbyaggr   r    s     r   test_correct_function_signaturer.      s    
  )3LMD 
~]	;U 27C 
< 
~]	;UF#''(:7'K 
<	; 
<	; 
<	;s    B3#C3
C
Cc                     [         R                  " S5        S n [        / SQ/ SQS.SS/S9n[         R                  " [        S	S
9   UR                  S5      R                  U SSS9  S S S 5        [         R                  " [        S	S
9   UR                  S5      S   R                  U SSS9  S S S 5        g ! , (       d  f       NT= f! , (       d  f       g = f)Nr   c                     [        U 5      S-  $ r   r   valuesindexs     r   r   6test_check_nopython_kwargs.<locals>.incorrect_function0   s    6{S  r   r   r   r   r   r    r!   znumba does not supportr#      )r&   r   r'   r-   s     r   test_check_nopython_kwargsr6   -   s    
 ! )3LMD 
~-E	FU 27aH 
G 
~-E	FUF#''(:7a'P 
G	F 
G	F 
G	Fs   !B5$C5
C
CignorejitTF
pandas_objr   r   as_indexc                 D   [         R                  " S5        S nU (       a  SS KnUR                  U5      n[	        / SQ/ SQS.SS/S9nX#US	.n	UR                  SUS
9n
US:X  a  U
S   n
U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        g )Nr   c                 4    [         R                  " U 5      S-  $ r   npmeanr1   s     r   
func_numba(test_numba_vs_cython.<locals>.func_numbaF       wwv$$r   r   r   r   r   r5   r5   r!   nogilparallelnopython)r:   r   r&   engine_kwargsc                 4    [         R                  " U 5      S-  $ r   r=   r   s    r   <lambda>&test_numba_vs_cython.<locals>.<lambda>X       RWWQZ#%5r   cythonr%   	r(   r)   r   r8   r   r+   r,   tmassert_equal)r8   r9   rE   rF   rG   r:   r@   r   r    rI   groupedresultexpecteds                r   test_numba_vs_cythonrU   >   s      % YYz*
%*CDqRSfD $xPMll1xl0GX!*[[G=[QF{{5h{GHOOF%r   c                 N   [         R                  " S5        S nS nU (       a&  SS KnUR                  U5      nUR                  U5      n[	        / SQ/ SQS.SS/S	9nX#US
.n	UR                  S5      n
US:X  a  U
S   n
U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        U
R                  USU	S9nU
R                  S SS9n[        R                  " X5        g )Nr   c                 4    [         R                  " U 5      S-
  $ Ng333333@r=   r1   s     r   func_1test_cache.<locals>.func_1e   rB   r   c                 4    [         R                  " U 5      S-  $ r   r=   r1   s     r   func_2test_cache.<locals>.func_2h   rB   r   r   r   r   rC   r5   r!   rD   r   rH   c                 4    [         R                  " U 5      S-
  $ rX   r=   r   s    r   rK   test_cache.<locals>.<lambda>z   rM   r   rN   r%   c                 4    [         R                  " U 5      S-  $ r   r=   r   s    r   rK   r_      rM   r   c                 4    [         R                  " U 5      S-
  $ rX   r=   r   s    r   rK   r_      rM   r   rO   )r8   r9   rE   rF   rG   rY   r\   r   r    rI   rR   rS   rT   s                r   
test_cacherb   ]   s!     %% 6"6"%*CDqRSfD $xPMll1oGX!*[[}[MF{{5h{GHOOF% [[}[MF{{5h{GHOOF% [[}[MF{{5h{GHOOF%r   c                  8   [         R                  " S5        S n [        / SQ/ SQS.SS/S9nUR                  S5      nUR	                  U SS	9n[        S
S5         UR	                  U S S	9nS S S 5        [        R                  " UW5        g ! , (       d  f       N&= f)Nr   c                 4    [         R                  " U 5      S-
  $ rX   r=   r1   s     r   rY   &test_use_global_config.<locals>.func_1   rB   r   r   r   rC   r   r5   r!   r%   zcompute.use_numbaT)r(   r)   r   r+   r,   r	   rP   assert_frame_equal)rY   r    rR   rT   rS   s        r   test_use_global_configrg      s    
 % %*CDqRSfD ll1oG{{6'{2H	+T	2VD1 
3(F+ 
3	2s   B
B
agg_kwargsfuncminmaxr   )r5      bminr5   )columnaggfuncc                    [         R                  " S5        [        / SQ/ SQ/ SQS./ SQS9nUR                  S5      nUR                  " S
0 U DSS0D6nUR                  " S
0 U DSS	0D6n[
        R                  " X45        g )Nr   r   r   r5   rl            r   r5   rl   r!   r   r&   rN    r(   r)   r   r+   r,   rP   rf   )rh   r    rR   rS   rT   s        r   $test_multifunc_numba_vs_cython_framerx      sx      ((	

 D ll1oG[[6:6g6F{{9Z99H&+r   zagg_kwargs,expected_funcc                 "    U R                  5       $ Nr   r1   s     r   rK   rK      s
    

r   c                 "    U R                  5       $ rz   r   r1   s     r   rK   rK      
    &**,r   c                 "    U R                  5       $ rz   rj   r1   s     r   rK   rK      r|   r   z2This doesn't work yet! Fails in nopython pipeline!)marksc                     [         R                  " S5        [        / SQ/ SQ/ SQS./ SQS9nUR                  S5      nUR                  " S0 U DSS0D6nUR	                  US	S
9n[
        R                  " XESS9  g )Nr   r   r   rq   ru   r!   r   r&   rN   r%   F)check_dtyperv   rw   )rh   expected_funcr    rR   rS   rT   s         r   test_multifunc_numba_udf_framer      sx    (  ((	

 D ll1oG[[6:6g6F{{={:H &>r   )min_valmax_valc                 T   [         R                  " S5        / SQn[        / SQ5      nUR                  U5      nSU S'   UR                  " S0 U D6nSU S'   UR                  " S0 U D6n[        U[        5      (       a  [        R                  " XE5        g [        R                  " XE5        g )Nr   r   r   r&   rN   rv   )
r(   r)   r   r+   r,   
isinstancer   rP   rf   assert_series_equal)rh   labelsr    rR   rS   rT   s         r   %test_multifunc_numba_vs_cython_seriesr      s    
  &F+,Dll6"G"Jx[[&:&F#Jx{{(Z(H(I&&
f/
v0r   zdata,agg_kwargsr   rq   rl   r!   min_colc                 <   [         R                  " S5        / SQnU R                  U5      nUR                  " S0 UDSSS0S.D6nUR                  " S0 UDSS0D6n[	        U[
        5      (       a  [        R                  " XE5        g [        R                  " XE5        g )Nr   r   rF   TrH   r&   rv   )	r(   r)   r+   r,   r   r   rP   rf   r   )r    rh   r   rR   rS   rT   s         r   &test_multifunc_numba_kwarg_propagationr      s    B  &Fll6"G[[X:XgjRVEWXF{{8Z88H(I&&
f/
v0r   c            	         [         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S/SS9S9n[        R                  " X45        UR	                  U SSS	9n[        S/S-  S[        SS/SS9S9n[        R                  " X45        g )Nr   c                 (    X* S  R                  5       $ rz   r   )r2   r3   ns      r   sum_last&test_args_not_cached.<locals>.sum_last  s    bc{  r   )r   r   r5   r5   )r5   r5   r5   r5   )idr   r   r   r5   r%   r   rl   r   name)r   r3   r   )	r(   r)   r   r+   r,   r   r   rP   r   )r   df	grouped_xrS   rT   s        r   test_args_not_cachedr     s    
 ! 
,\:	;B

4 %I]]8Qw]7Fseaic1vD1IJH6,]]8Qw]7Fseaic1vD1IJH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
S/S/[        SS/SS9S9n[        R                  " X#5        g )Nr   c                 .    [         R                  " U5      $ rz   r=   r1   s     r   f+test_index_data_correctly_passed.<locals>.f+  s    wwu~r   )Ar   B)rs   rt      )groupv))r3   r   r%   g      g      r   r   r   r   )r"   r3   )r(   r)   r   r+   	aggregater   rP   rf   )r   r   rS   rT   s       r    test_index_data_correctly_passedr   '  sx    
  
_9=\	RBZZ **1W*=F	tse5#s'+JH &+r   c                    ^^^ [         R                  " S5        SmSmSmUUU4S jn TTTS.n[        S/ SQ05      nUR                  SS	9R	                  U SUS
9n[        S/ SQ05      n[
        R                  " X45        SmTTTS.nUR                  SS	9R	                  U SUS
9n[        S/ SQ05      n[
        R                  " X45        g )Nr   TFc                    > TT-   T-   $ rz   rv   )r2   r3   rE   rG   rF   s     r   func_kwargs2test_engine_kwargs_not_cached.<locals>.func_kwargs>  s    x(**r   rG   rE   rF   value)r   r   r   r   )levelrH   )r   r   r   )r   r   r   )r(   r)   r   r+   r   rP   rf   )r   rI   r   rS   rT   rE   rG   rF   s        @@@r   test_engine_kwargs_not_cachedr   6  s      EHH+ "*ExPM	GY'	(BZZaZ **G= + F '?34H&+E!)ExPMZZaZ **G= + F '?34H&+r   c                    [         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9S/S9n[        R                  " Xg5        g )Nr   c                     gNr5   rv   r1   s     r   
numba_func+test_multiindex_one_key.<locals>.numba_funcV      r   r5   rl   rr   r   r   Cr   r   r   rH   r   r   r   )r3   r"   )	r(   r)   r   	set_indexr+   r,   r   rP   rf   )rE   rF   rG   r   r   rI   rS   rT   s           r   test_multiindex_one_keyr   R  s    
  
!!!,-	.	8	8#s	DB!)xPMZZ_  7- ! F #eQCc&:SEJH&+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   rv   r1   s     r   r   ;test_multiindex_multi_key_not_supported.<locals>.numba_funce  r   r   r5   rl   rr   r   r   r   r   zmore than 1 grouping labelsr#   rH   )r(   r)   r   r   r*   NotImplementedErrorr+   r,   )rE   rF   rG   r   r   rI   s         r   'test_multiindex_multi_key_not_supportedr   b  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        [        XA5      " SS	S0UD6n[        XA5      " SS	S
0UD6n[        R                  " Xx5        g )Nr   foobarr   r   r   r   r   r   oner   twothreer   r   r   r   rl      r   r   r   Dr   r   r&   rN   rv   )r(   r)   r   r>   randomdefault_rngstandard_normalr+   r,   rP   rf   getattr)	numba_supported_reductions	reductionkwargsr   gbres_aggexpected_agg
direct_resdirect_expecteds	            r   test_multilabel_numba_vs_cythonr   p  s    
 2I	IM&&q)99!<&&q)99!<		

B 
S#J	BffY9w9&9G66)?H??L'0'AwA&AJb,GHGGO*6r   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   rl   r   r   r   r   c                 "    U R                  5       $ rz   r~   r1   s     r   rK   5test_multilabel_udf_numba_vs_cython.<locals>.<lambda>  r|   r   r%   c                 "    U R                  5       $ rz   r~   r   s    r   rK   r     s
    r   rN   )r(   r)   r   r>   r   r   r   r+   r,   rP   rf   )r   r   rS   rT   s       r   #test_multilabel_udf_numba_vs_cythonr     s    
 	IM&&q)99!<&&q)99!<		

B 
S#J	BVV6wVGFvv'v9H&+r   ).numpyr>   r(   pandas.compatr   pandas.errorsr   pandasr   r   r   r   r	   pandas._testing_testingrP   pandas.util.versionr
   mark
single_cpu
pytestmarkr)   r   appendskipif__version__r.   r6   filterwarningsparametrizerU   rb   rg   rx   paramxfailr   r   r   r   r   r   r   r   r   r   rv   r   r   <module>r      s     ) (   'kk$$%
G$ 
  
KK!!"gfo5K/:K78I8I7JK  L"Q" H%u.+'>?dE]3& 4 @ / &
&4 H%u.+'>?$& @ / &$&N,  	% 		eU^./	E23	,,  
4	5u=66 EN++##K $ 	
&?'&?$ uenEe0TU1	1 	)	*VeU^,DE	)	*VUO<-/BQPQF eU^$		
 -/BQPQF UO		
 -/BQPQF %E23		
 -/BQPQF 59:		
+>	1? @	1-$,,8 H%, &,
7*,r   