9i SSKJrJrJrJrJr SSKrSSKJ r SSK J r SSK J r SSKJr SS KJr S S KJr \ R(\ "S 5"S S\555rg))AnyDictListOptionalUnionN)pipeline_requires_extra) TSClsResult) benchmark) HPIConfig)PaddlePredictorOption) BasePipelinetsc^\rSrSrSrSrSS\S\S\S\ S \ \ \\\ 4\ 4S S4 U4S jjjrS \ \\\\R"\\R"4S \4S jrSrU=r$) TSClsPipelinezTSClsPipeline Pipelinets_classificationNconfigdevice pp_optionuse_hpip hpi_configreturnc^>[TU]X#XES9 USSnURU5Ulg)a]Initializes the Time Series classification pipeline. Args: config (Dict): Configuration dictionary containing various settings. device (str, optional): Device to run the predictions on. Defaults to None. pp_option (PaddlePredictorOption, optional): PaddlePredictor options. Defaults to None. use_hpip (bool, optional): Whether to use the high-performance inference plugin (HPIP) by default. Defaults to False. hpi_config (Optional[Union[Dict[str, Any], HPIConfig]], optional): The default high-performance inference configuration dictionary. Defaults to None. )rrrr SubModulesTSClassificationN)super__init__ create_modelts_classification_model)selfrrrrrts_classification_model_config __class__s v/var/www/html/land-doc-ocr/venv/lib/python3.13/site-packages/paddlex/inference/pipelines/ts_classification/pipeline.pyr TSClsPipeline.__init__"sC*   *0 )=>P)Q&'+'8'89W'X$inputc+B# URU5ShvN gN7f)aUPredicts time series classification results for the given input. Args: input (Union[str, list[str], pd.DataFrame, list[pd.DataFrame]]): The input image(s) or path(s) to the images. **kwargs: Additional keyword arguments that can be passed to the function. Returns: TSFcResult: The predicted time series classification results. Nr")r#r)kwargss r&predictTSClsPipeline.predict>s//666s r+)NNFN)__name__ __module__ __qualname____firstlineno____doc__entitiesrstrrboolrrrr r rpd DataFramer r-__static_attributes__ __classcell__)r%s@r&rrs!"H +/AE YYY) Y  Y U4S>9#<=> Y YY8 73S 2<<bll9KKL 7  7 7r(r)typingrrrrrpandasr7 utils.depsr models.ts_classification.resultr utils.benchmarkr utils.hpir utils.pp_optionrbaser time_methodsrr(r&rEsP432:("4 -7L-7-7r(