U T?h@s@dZddlmZmZddlmZddlmZGdddeZdS)z Implements ONNX's backend API. )AnyTuple) BackendRep) RunOptionsc@s eZdZdZddZddZdS)OnnxRuntimeBackendRepzr Computes the prediction for a pipeline converted into an :class:`onnxruntime.InferenceSession` node. cCs ||_dS)zG :param session: :class:`onnxruntime.InferenceSession` N)_session)selfsessionr Q/var/www/html/venv/lib/python3.8/site-packages/onnxruntime/backend/backend_rep.py__init__szOnnxRuntimeBackendRep.__init__c  st}|D]\}}t||rt|||qt|tri}t|jD]\}}||||j <qJ|j d||ttrSdd|j D} fdd| DSnH|j}t |dkrt dt |d|dj |i}|j d||SdS) z` Computes the prediction. See :meth:`onnxruntime.InferenceSession.run`. NcSsg|] }|jqSr )name).0or r r .sz-OnnxRuntimeBackendRep.run..csg|] }|qSr r )rr Zoutsr r r/sz Model expect z inputsr)ritemshasattrsetattr isinstancelist enumerater get_inputsr run get_outputslen RuntimeError) rinputskwargsoptionskvZinpsiZinpZ output_namesr rr rs$     zOnnxRuntimeBackendRep.runN)__name__ __module__ __qualname____doc__r rr r r r rsrN) r'typingrrZonnx.backend.baserZ onnxruntimerrr r r r s