c ddlmZddlmZddlmZmZddlZddlm Z ddl m Z ddl m Z ddlmZdd lmZdd lmZeGd d eZeGd deZeGddeZdS)) annotations) dataclass)ClassVarCallableN) DataFrame)Scale)GroupBy)Stat)EstimateAggregator)Vectorc8eZdZUdZdZded<dZded<ddZdS)Agga` Aggregate data along the value axis using given method. Parameters ---------- func : str or callable Name of a :class:`pandas.Series` method or a vector -> scalar function. See Also -------- objects.Est : Aggregation with error bars. Examples -------- .. include:: ../docstrings/objects.Agg.rst meanstr | Callable[[Vector], float]funcTClassVar[bool]group_by_orientdatargroupbyr orientstrscalesdict[str, Scale]returncddd|}||||ji|gd}|S)NyxrrsubsetTdrop)getaggrdropna reset_index)selfrrrrvarress :lib/python3.11/site-packages/seaborn/_stats/aggregation.py__call__z Agg.__call__&sdc""&&v..  STY' ( ( VC5V ! ! [d[ # #  N rrrr rrrrrr)__name__ __module__ __qualname____doc__r__annotations__rr+r,r*rrsX"-3D2222&*O****      r,rcjeZdZUdZdZded<dZded<dZd ed <d Zd ed <dZ ded<ddZ d dZ d S)!Esta) Calculate a point estimate and error bar interval. For additional information about the various `errorbar` choices, see the :doc:`errorbar tutorial `. Parameters ---------- func : str or callable Name of a :class:`numpy.ndarray` method or a vector -> scalar function. errorbar : str, (str, float) tuple, or callable Name of errorbar method (one of "ci", "pi", "se" or "sd"), or a tuple with a method name ane a level parameter, or a function that maps from a vector to a (min, max) interval. n_boot : int Number of bootstrap samples to draw for "ci" errorbars. seed : int Seed for the PRNG used to draw bootstrap samples. Examples -------- .. include:: ../docstrings/objects.Est.rst rrr)ci_zstr | tuple[str, float]errorbariintn_bootNz int | NoneseedTrrrrr(r estimatorr rcD|||}tj|gSN)pdr)r'rr(r<r)s r*_processz Est._processUs' ic""|SE"""r,rr rrrcL|j|jd}t|j|jfi|}ddd|}|||j|||gd}| |d|||d ||i}|S) N)r:r;rrrrTr!minmax) r:r;r rr8applyr@r%r&fillna) r'rrrrboot_kwsenginer(r)s r*r+z Est.__call__]s#k49==#DIt}IIIIc""6*  U4V 4 4 VC5V ! ! [d[ # # jjS+++s3xCc#hGHH r,)rrr(rr<r rrr-) r.r/r0r1rr2r8r:r;rr@r+r3r,r*r5r54s0-3D2222(2H2222FD&*O****####r,r5ceZdZ dZdS)RollingcdSr>r3)r'rrrrs r*r+zRolling.__call__us r,N)r.r/r0r+r3r,r*rIrIqs&     r,rI) __future__r dataclassesrtypingrrpandasr?rseaborn._core.scalesrseaborn._core.groupbyr seaborn._stats.baser seaborn._statisticsr seaborn._core.typingr rr5rIr3r,r*rTsg""""""!!!!!!%%%%%%%%&&&&&&))))))$$$$$$222222'''''' !!!!!$!! !H 99999$99 9x      d      r,