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                     @  s   d Z ddlmZ ddlZddlmZ er4ddlmZ ejdddG dd	 d	Z	e
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Provide basic components for groupby.
    )annotationsN)TYPE_CHECKING)HashableT)orderfrozenc                   @  s   e Zd ZU ded< ded< dS )	OutputKeyr   labelintpositionN)__name__
__module____qualname____annotations__ r   r   Q/var/www/ai-form-bot/venv/lib/python3.9/site-packages/pandas/core/groupby/base.pyr      s   
r   plothist)cumprodcumsumshiftcummincummax)allanyZcorrwithcountfirstZidxmaxZidxminlastmaxmeanZmedianminZnuniqueprodZquantileZsemsizeZskewZstdsumvar)ZbfillZcumcountr   r   r   r   diffZffillZfillnaZngroupZ
pct_changeZrankr   )ZaggZ	aggregateapplyZboxplotZcorrZcovZdescribeZdtypesZ	expandingZewmfilterZ	get_groupgroupsheadr   indicesndimZngroupsZnthZohlcpiper   ZresampleZrollingtailZtakeZ	transformsampleZvalue_counts)__doc__
__future__r   dataclassestypingr   collections.abcr   	dataclassr   	frozensetZplotting_methodsZcythonized_kernelsZreduction_kernelsZtransformation_kernelsZgroupby_other_methodsZtransform_kernel_allowlistr   r   r   r   <module>   s&   "&