L iddlmZddlmZmZmZmZddlmZddl m Z eje Z defdZd ZGd d e Zy ) )ArgumentParser)PipelinePipelineDataFormatget_supported_taskspipeline)logging)BaseTransformersCLICommandpathc|sytjD]}|j|s|cStd|dtj)Npipez4Unable to determine file format from file extension z-. Please provide the format through --format )rSUPPORTED_FORMATSendswith Exception)r exts _/mnt/ssd/data/python-lab/Trading/venv/lib/python3.12/site-packages/transformers/commands/run.pytry_infer_format_from_extrs\ !33 == J  >tfE66H6Z6Z5[ ] ct|j|jr |jnd|j|j|j }|j dk(rt|jn |j }tj||j|j|jr |jn |j|j}t||S)N)taskmodelconfig tokenizerdeviceinfer)format output_path input_pathcolumn overwrite)rrrrrrrrinputrfrom_stroutputr default_input_namesr! RunCommand)argsnlprreaders rrun_command_factoryr*'s  YY JJdjjD{{..{{  C7;kkW6L &tzz 2RVR]R]F  ( (KK::"kkt{{s/F/F.. F c6 ""rc8eZdZdedefdZedefdZdZ y)r&r(r)c ||_||_y)N)_nlp_reader)selfr(r)s r__init__zRunCommand.__init__;s  rparsercX|jdd}|jdtd|jdtd |jd td |jd td |jdtd |jdtd |jdtd |jdtdtj d|jdt dd|jddd|jt y)!NrunzRun a pipeline through the CLI)helpz--taskz Task to run)choicesr4z--inputz%Path to the file to use for inference)typer4z--outputz9Path to the file that will be used post to write results.z--modelz)Name or path to the model to instantiate.z--configz2Name or path to the model's config to instantiate.z --tokenizerz?Name of the tokenizer to use. (default: same as the model name)z--columnzXName of the column to use as input. (For multi columns input as QA use column1,columns2)z--formatrzInput format to read from)r6defaultr5r4z--devicezSIndicate the device to run onto, -1 indicates CPU, >= 0 indicates GPU (default: -1))r6r7r4z --overwrite store_truez"Allow overwriting the output file.)actionr4)func) add_parser add_argumentrstrrrint set_defaultsr*)r1 run_parsers rregister_subcommandzRunCommand.register_subcommand?s7&&u3S&T 2E2Gm\ :ab ;vw :ef ;op *k    k   &88,    f   lImn%89rc|jg}}|jD]O}|jjr|di|n||}t|tr|j |K||z }Q|jj r4|jj|}tjd|y|jj|y)NzCCurrent pipeline requires output to be in binary format, saving at ) r-r.is_multi_columns isinstancedictappend binary_output save_binaryloggerwarningsave)r/r(outputsentryr$ binary_paths rr3zRunCommand.run_syy"W\\ "E%)\\%B%BS\5\E F&$'v&6!  " 99 " ",,227;K NN`al`mn o LL  g &rN) __name__ __module__ __qualname__rrr0 staticmethodrrBr3rDrrr&r&:s6H.@:N::>'rr&N)argparser pipelinesrrrrutilsr r get_loggerrQrKr>rr*r&rDrrrZsH$SS(   H % C #&4'+4'r