o ;ήcãã@s@dZddlmZmZddlmZddlmZGdd„deƒZdS)z Implements ONNX's backend API. é)ÚAnyÚTuple)Ú BackendRep)Ú RunOptionsc@s eZdZdZdd„Zdd„ZdS)ÚOnnxRuntimeBackendRepzr Computes the prediction for a pipeline converted into an :class:`onnxruntime.InferenceSession` node. cCs ||_dS)zG :param session: :class:`onnxruntime.InferenceSession` N)Ú_session)ÚselfÚsession©r úF/tmp/pip-target-vg8gfxp4/lib/python/onnxruntime/backend/backend_rep.pyÚ__init__s zOnnxRuntimeBackendRep.__init__c  sìtƒ}| ¡D]\}}t||ƒrt|||ƒqt|tƒrSi}t|j ¡ƒD] \}}||||j <q%|j  d||¡‰tˆtƒr@ˆSdd„|j  ¡Dƒ} ‡fdd„| DƒS|j ¡}t |ƒdkrgt d t |ƒ¡ƒ‚|dj |i}|j  d||¡S)z` Computes the prediction. See :meth:`onnxruntime.InferenceSession.run`. NcSsg|]}|j‘qSr )Úname)Ú.0Úor r r Ú .sz-OnnxRuntimeBackendRep.run..csg|]}ˆ|‘qSr r )rr ©Úoutsr r r/sézModel expect {0} inputsr)rÚitemsÚhasattrÚsetattrÚ isinstanceÚlistÚ enumeraterÚ get_inputsr ÚrunÚ get_outputsÚlenÚ RuntimeErrorÚformat) rÚinputsÚkwargsÚoptionsÚkÚvÚinpsÚiÚinpÚ output_namesr rr rs&  €    zOnnxRuntimeBackendRep.runN)Ú__name__Ú __module__Ú __qualname__Ú__doc__r rr r r r rs rN) r,ÚtypingrrÚonnx.backend.baserÚ onnxruntimerrr r r r Ús