+
    yȇi                     Z   ^ RI t^ RIt^ RIt^ RIHtHtHt ^ RIH	t
 ]P                  P                  RR]P                  ! ^4      .R]P                  ! ^4      .R]P                  ! ^4      .R]P                  ! ^4      .R]P                  ! R	4      .R
]P                  ! R	4      .R]P                  ! R4      .R]P                  ! R4      .R]P                  .R]P                  .RR.RR..4      R 4       t]P                  P                  RR]! ^.R.RR7      .R]! ^.R.RR7      .R]! ^.R.RR7      .R]! ^.R.RR7      .R]! R	.R.RR7      .R
]! R	.R.RR7      .R]! R.R.RR7      .R]! R.R.RR7      .R]! ]P                  .R.RR7      .R]! ]P                  .R.RR7      .R]! R.R.RR7      .R]! R.R.RR7      ..4      R 4       t]P                  P                  RR]! ^^.RR7      .R]! ^^.RR7      .R]! ^^.RR7      .R]! ^^.RR7      .R]! ^^.RR7      .R
]! ^^.RR7      .R]! ]P                  .RR7      .R]! ]P                  .RR7      .R]! ]P                  .RR7      .R]! RR.RR7      .R]! RR.RR7      ..4      R 4       t]P                  P                  RR]! ^^.RR.RR7      .R]! ^^.RR.RR7      .R]! ^^.RR.RR7      .R]! ^^.RR.RR7      .R]! ^^.RR.RR7      .R
]! ^^.RR.RR7      .R]! ^^.RR.RR7      .R]! R R .RR.RR7      .R]! ]P&                  ]P                  .RR.RR7      .R]! ]P&                  ]P                  .RR.RR7      .R]! . R!O. R"ORR7      .R]! . R!O. R"ORR7      ..4      R 4       tR# )#    N)	DataFrameSeriesarrayzop, expectedsumprodminmaxmeang      ?medianvarg      ?stdskewkurtanyTallc                 p    \        ^^.RR7      p\        W 4      ! 4       p\        P                  ! W14       R# )   Int64dtypeN)r   getattrtmassert_equal)opexpectedserresults   &&  z/Users/max/.openclaw/workspace/postharvest/venv/lib/python3.14/site-packages/pandas/tests/arrays/integer/test_reduction.pytest_series_reductionsr      s-    $ !Qw
'CSFOOF%    ar   )indexr   Float64booleanc                     \        R \        ^^.RR7      /4      p\        W 4      ! 4       p\        P                  ! W14       R# )r!   r   r   N)r   r   r   r   assert_series_equalr   r   dfr   s   &&  r   test_dataframe_reductionsr)   $   s8    $ 
C1vW56	7BR_F6,r    r   c           
          \        R . R	OR\        . R
ORR7      /4      p\        VP                  R 4      V 4      ! 4       p\        V\        P
                  ! RR.R R7      R.R7      p\        P                  ! W14       R# )Ar!   bBNr   r   )name)r"   columnsr!   r,   r,   r   N   )r   r   r   groupbypdIndexr   assert_frame_equalr'   s   &&  r   test_groupby_reductionsr7   ;   sl    " 
|73	

B RZZ_b)+F3*3)GRUQVWH&+r    r-   Cc                 :   \        R . ROR. R	OR\        . R	ORR7      /4      p\        VP                  V 4      ! 4       p\        P
                  ! W1R,          4       V R
9   d   \        W 4      ! 4       pM\        W 4      ! RR7      p\        P                  ! W14       R# )r+   r-   Nr8   r   r   T)numeric_onlyr0   r1   )r   r   )r   r   r   r8   r   r   r&   r'   s   &&  r   test_mixed_reductionsr;   X   s    $ 
|73	

B RTT2 FOOFSM* 
^"d36,r    g;f?g;f?)TTT)r+   r-   r8   )numpynppytestpandasr4   r   r   r   pandas._testing_testingr   markparametrizeint64float64NAr   r)   r7   nanr;    r    r   <module>rI      sx      
  		!			C!	2::c?#	

3 	

8$%				"&#"& 	s3%w78	C589	s3%w78	s3%w78	cU)<=	63%uI>?	uSE;<	z#i@A	uI>?	uI>?	vcU)<=	vcU)<="-#"- 	q!fG,-	1vW-.	q!fG,-	q!fG,-	1vY/0	5!Qy12	ruugY/0	ruugY/0	wi01	tTl)45	tTl)45 
,! 
, 	1vc3ZyAB	AsCj	BC	1vc3ZyAB	1vc3ZyAB	AsCj	BC	61a&c
)DE	1vc3ZyAB	'SzKL	SzKL	SzKL	)	RS	)	RS"-#"-r    