o d@sHdZddlZddlZddlmZmZddlmZmZddZ ddZ dS) zY Test the consistency of the groupby API, both internally and with other pandas objects. N) DataFrameSeries)DataFrameGroupBy SeriesGroupByc Cs|dvrd}|jtjj|d|dvr"d}|jtjj|d|dkr/tt|r-JdStt|}tt|}t t |j }|dkrIdh}nt t |j }t t }}|d vrahd }nl|d vrjd d h}nc|dvrrd h}n[|dvrhd}hd}nN|dvrhd}ddh}nA|dvrhd}n8|dvrhd}n/|dvrddh}d h}n#|dvrdh}n|dvrdh}d h}n|dvrd h}n|dvrd d h}||@|ksJ||@|ksJ||8}||8}||ksJdS)!Nfirstlastz?first and last are entirely different between frame and groupbyreason)cumcountzDataFrame has no such methodngroupsizeselfanyall>axiskwargs bool_only)count numeric_onlyr)nuniquemaxmin>rrskipnaengine min_count engine_kwargsmeanstdsumvarrrmedianprodsembackfillbfillffillpadrinplacedowncastcummaxcumminrargscumprodcumsum pct_changerrankquantilemethod) node add_markerpytestmarkxfailhasattrrgetattrrsetinspect signature parameters) request groupby_funcmsg frame_method gb_methodresultexpectedexclude_expectedexclude_resultrSn/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/groupby/test_api_consistency.pytest_frame_consistencysb        rUc Cs|dvrd}|jtjj|d|dvr"d}|jtjj|d|dkr/tt|r-JdStt|}tt|}t t |j }|dkrIdh}nt t |j }t t }}|d vrahd }nk|d vrid h}nc|d vrvhd}hd}nV|dvrhd}ddh}nI|dvrhd}n@|dvrhd}n7|dvrddh}dh}n+|dvrdh}n#|dvrdh}d h}n|dvrdh}n|dvrddh}n|dvrdh}||@|ksJ||@|ksJ||8}||8}||ksJdS) Nrz@first and last are entirely different between Series and groupbyr )r corrwithzSeries has no such methodr r rr>rrr)diffrr>rrrrr rrr%r)r.r1rr4rr5r8rr:)idxminidxmaxr<) r?r@rArBrCrDrrErrFrGrHrI) rJrKrL series_methodrNrOrPrQrRrSrSrTtest_series_consistencyRsb        r[) __doc__rGrApandasrrpandas.core.groupby.genericrrrUr[rSrSrSrTs ?