o d @s ddlZddlZddlmZddlmZddlm Z m Z ej ddgdddZ ej ddgdd d Z ej ddgdd d Zej ddgdd dZej ddZej ddZej ddZej ddZej ddZej ddZej ddZe ddZe dd Zej ee dd!d"Zej ee dd#d$Zej ee ee dd%d&Zej ddgdd'd(Zej dgdd)d*Zej dgdd+d,Zej d-ifd.d/d0ifd.d/difd1d/d0ifd1d/difd2ifd3ifd4ifggd5d6d7d8Z dS)9N DataFrame)reduction_kernelstransformation_kernelsTF)paramscC|jSNparamrequestr b/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/groupby/conftest.pysort rcCrrr r r r ras_indexrrcCrrr r r r rdropnarrcCrrr r r r robservedrrcCs|Srr ) multiindex_dataframe_random_datar r rmframe srcCs*tgdgdtjdtjddS)NfoobarrrrrrronertwothreerrrrABCDrnprandomrandnr r r rdf%s  r'cCtSr)tmmakeTimeSeriesr r r rts1r+cCr(r)r)getTimeSeriesDatar r r rtsd6r,r.cCst|Srr)r.r r rtsframe;r,r/cCs4tgdgdtjdtjtjddddS)Nrrrfloat32)dtyper)rr$r%r&arrayr r r rdf_mixed_floats@s r3c Cs:tgdgdgdtjdtjdtjddS)N) rrrrrrrrrrr) rrrrrrrrrrr) dullr4shinyr4r4r5r5r4r5r5r5 )rr r!r"EFr#r r r r three_groupLs   r9c CsNgdgdgdgdgdgdgdgdg}t|gd d }|d S) N)raa0_at_0)bb0_at_1)r:a1_at_2)r=b1_at_3)cc0_at_4)r:a2_at_5)r:a3_at_6)r:a4_at_7)IndexGroupValue)columnsrL)r set_index)datar'r r r slice_test_df~s rRcCs|jdddS)NrMF)r)groupby)rRr r rslice_test_groupedsrTcCr)zT yields the string names of all groupby reduction functions, one at a time. r r r r rreduction_funcsrUcCr)z@yields the string names of all groupby transformation functions.r r r r rtransformation_funcrVcCr)z5yields both aggregation and transformation functions.r r r r r groupby_funcrWrXcCr)z'parallel keyword argument for numba.jitr r r r rparallelrWrYcCr)z$nogil keyword argument for numba.jitr r r r rnogilrWrZcCr)z'nopython keyword argument for numba.jitr r r r rnopythonrWr[meanvarddofr<stdsumminmax)r\var_1var_0std_1std_0r`rarb)ridscCr)z(reductions supported with engine='numba'r r r r rnumba_supported_reductionssrh)!numpyr$pytestpandasrpandas._testing_testingr)pandas.core.groupby.baserrfixturerrrrrr'r+r.r/r3r9rRrTsortedrUrVrXrYrZr[rhr r r rsp             1