o g@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 V/var/www/visachat/venv/lib/python3.10/site-packages/onnxruntime/backend/backend_rep.py__init__s zOnnxRuntimeBackendRep.__init__c  st}|D]\}}t||rt|||qt|trSi}t|jD] \}}||||j <q%|j d||ttr@Sdd|j D} fdd| DS|j}t |dkrht dt |d|dj |i}|j d||S) z` Computes the prediction. See :meth:`onnxruntime.InferenceSession.run`. NcSsg|]}|jqSr )name).0or r r .sz-OnnxRuntimeBackendRep.run..csg|]}|qSr r )rr outsr r r/sz Model expect z inputsr)ritemshasattrsetattr isinstancelist enumerater get_inputsr run get_outputslen RuntimeError) rinputskwargsoptionskvinpsiinp output_namesr rr rs&      zOnnxRuntimeBackendRep.runN)__name__ __module__ __qualname____doc__r rr r r r rs rN) r+typingrronnx.backend.baser onnxruntimerrr r r r s