o 0j @szddlmZmZmZmZddlmZddlmZm Z ddl m Z ddl m Z dd lmZe jed Gd d d eZd S))AnyDictOptionalUnion)pipeline_requires_extra) HPIConfigPaddlePredictorOption) DocVLMResult) benchmark) BasePipelineZ multimodalcseZdZdZdZddddddddedeedeed eeeefd ee d e d ee eeefe fd dffddZ ded efddZddZZS)DocUnderstandingPipelinezDoc Understanding PipelineZdoc_understandingNFdeviceengine engine_config pp_optionuse_hpip hpi_configconfigrrrrrrreturnc sHtjd||||||d||didddi} || |_dS)aInitializes the doc understanding pipeline. Args: config (Dict): Configuration dictionary containing model and other parameters. device (Optional[str], optional): The device to use for prediction. Defaults to `None`. engine (Optional[str], optional): Inference engine. Defaults to `None`. engine_config (Optional[Dict[str, Any]], optional): Engine-specific config. Defaults to `None`. pp_option (Optional[PaddlePredictorOption], optional): Paddle predictor options. Defaults to `None`. use_hpip (bool, optional): Whether to use HPIP. Defaults to `False`. hpi_config (Optional[Union[Dict[str, Any], HPIConfig]], optional): HPIP configuration. Defaults to `None`. rZ SubModulesZDocUnderstandingZmodel_config_errorz)config error for doc_understanding_model!N)super__init__getZ create_modeldoc_understanding_model) selfrrrrrrrkwargsZdoc_understanding_model_config __class__rw/var/www/html/Deteccion_Ine/venv/lib/python3.10/site-packages/paddlex/inference/pipelines/doc_understanding/pipeline.pyrs z!DocUnderstandingPipeline.__init__inputcks|j|fi|EdHdS)a0Predicts doc understanding results for the given input. Args: input (dict): The input image and query. **kwargs: Additional keyword arguments that can be passed to the function. Returns: DocVLMResult: The predicted doc understanding results. N)r)rr#rrrr"predictHs z DocUnderstandingPipeline.predictcCs|jdS)N)rclose)rrrr"r%TszDocUnderstandingPipeline.close)__name__ __module__ __qualname____doc__entitiesrrstrrr boolrr rr r$r% __classcell__rrr r"rs8  ) rN)typingrrrrZ utils.depsrmodelsr r Zmodels.doc_vlm.resultr Zutils.benchmarkr baserZ time_methodsrrrrr"s