U āĒ-eūć@sLddlmZddlmZmZddlZddlZddl Z d dd„Z d dd„Z dS) é)Ś OrderedDict)ŚdateŚtimeNFc Cs¢dt ”fdt ”fdt ”fdt ”fdt ”fdt ”fdt ”fdt ”fd t  ”fd t  ”fg }t ƒ}g}|D]N\}}|  t  |t |”””tjd |d tjd |d dtjd|d g||<qv|  t  dt t ””””tjddgdd dtjdgdd tjdddgdd g|d<|  t  dt t d””””tjdddgdd ddtjdddgdd g|d<|r†|  t  dt ”””t |”}t |”}||fS)zå Dataframe with numpy arrays columns of every possible primitive type. Returns ------- df: pandas.DataFrame schema: pyarrow.Schema Arrow schema definition that is in line with the constructed df. Śi1Śi2Śi4Śi8Śu1Śu2Zu4Śu8Zf4Zf8é ©ŚdtypeéNéŚstrŚ1õƤŚobjectŚ2Ś3Z datetime64Śmsz2007-07-13T01:23:34.123456789z2010-08-13T05:46:57.437699912zdatetime64[ms]z 2007-07-13T02Ś__index_level_0__)ŚpaZint8Zint16Zint32Śint64Zuint8Zuint16Zuint32Zuint64Zfloat32Śfloat64rŚappendŚfieldŚlist_ŚnpZarangeŚstringŚarrayŚ timestampŚpdŚ DataFrameŚschema)Ś include_indexZdtypesŚarraysŚfieldsrZ arrow_dtypeŚdfr%©r*ś^/var/www/html/Darija-Ai-Train/env/lib/python3.8/site-packages/pyarrow/tests/pandas_examples.pyŚdataframe_with_arrayss\     ü    ü üžżžżł   r,cCsŠtƒ}g}| t dt t ””””dddddddd d d g dddddgd gtjdddddddd d d g dtjd d d d…g|d<| t dt t ””””ddddddddddg dddddgd gt ddddddddddg d”d d d…g|d<| t dt t  ””””ddgd dgdddggg|d<| t dt t  ””””dd gd dgdd!d"ggg|d<gt d#ddƒt d$d%d&ƒgt d'dd ƒgd t d(dd ƒt d)d dƒgg}t d*d+d+ƒt dddƒt d*d,d,ƒggt d-dd,ƒgd t dddƒt d.ddƒt d%d dƒgg}t  ”|ft ”|ft d/”|ft d0”|ft d1”|fg}|sV|t d2”|fg7}|D]<\}}d3 |”} t |”} t | | ”} | | ”||| <qZ|r“| t d4t ”””t |”} t |”} | | fS)5a) Dataframe with list columns of every possible primitive type. Returns ------- df: pandas.DataFrame schema: pyarrow.Schema Arrow schema definition that is in line with the constructed df. parquet_compatible: bool Exclude types not supported by parquet rrréééréééé Nr Śdoubleggš?g@g@g@g@g@g@g @g"@Z bytes_listó1ófó2ó3Zstr_listrrrriāišé éiŠi±i“éé é;ééŚsrŚusŚnsz{}_listr)rrrrrrrr!rŚbinaryr rrZdate32Zdate64Ztime32Ztime64Śformatr#r$r%)r&Zparquet_compatibler'r(Z date_dataZ time_dataZtemporal_pairsZ value_typeŚdataŚ field_nameZ field_typerr)r%r*r*r+Śdataframe_with_listsSs†  ’’ū *ūūū  ū   ū     ū ’        rG)F)FF) Ś collectionsrŚdatetimerrŚnumpyrZpandasr#Zpyarrowrr,rGr*r*r*r+Śs  9