+
    yȇi1                     4    ^ RI t^ RIHtHtHt R tR tR tR# )    N)	DataFrameSeriesperiod_rangec                     \        V P                  4       FS  w  r\        V P                  4       F5  w  r4V P                  W3,          pV P                  W$3,          pWV8X  d   K5  Q h	  KU  	  R # )N)	enumerateindexcolumnsiatat)float_frameirowjcolresultexpecteds   &      n/Users/max/.openclaw/workspace/postharvest/venv/lib/python3.14/site-packages/pandas/tests/indexing/test_iat.pytest_iatr   
   s\    K--. 3 34FA __QT*F"~~ch/H%%% 5 /    c                  ^    \        ^^..RR.R7      p V P                  R,          ^8X  g   Q hR# )   x)r	   N)r   r   )r   r
   )dfs    r   test_iat_duplicate_columnsr      s.    	QF8c3Z	0B66$<1r   c                      \        R ^
R7      p \        \        P                  P	                  ^4      P                  ^
4      V R7      pW^ ,          ,          pVP                  ^ ,          pW#8X  g   Q hR# )z1/1/2001)periods)r   N)r   r   nprandomdefault_rngstandard_normalr
   )r   serr   r   s       r   )test_iat_getitem_series_with_period_indexr"      sX    R0E
&&q)99"=U
KC8}HWWQZFr   )	numpyr   pandasr   r   r   r   r   r"    r   r   <module>r&      s!     &r   