o ;ήc @szddlZddlZddlmZddlmZddlmZedZdej ej d e fd d Z dej ej d ej d e fd dZ dS)N) get_logger)OperatorTypeUsageManager)OrtFormatModelProcessorzort_format_model.utils model_filesenable_type_reductioncCsTi}|rtnd}|D]}|std|dtt|||}|q ||fS)NzPath is not a file: '')ris_file ValueErrorrstrprocess)rr required_opsop_type_usage_manager model_filemodel_processorrO/tmp/pip-target-vg8gfxp4/lib/python/onnxruntime/tools/ort_format_model/utils.py&_extract_ops_and_types_from_ort_modelss r output_filec st||\}|jjdddt|d`}|dt|D] }|d|dqt|D]<t|D]1}||}|rk|d||r\fdd t|D}nt|}|d d |q:q0Wd n1swwYt d |d S)aV Create a configuration file with required operators and optionally required types. :param model_files: Model files to use to generate the configuration file. :param output_file: File to write configuration to. :param enable_type_reduction: Include required type information for individual operators in the configuration. T)parentsexist_okwz# Generated from model/s: z# -  z{};{};c s$g|]}d||pdqS)z{}{})formatget_config_entry).0opdomainop_type_processorsrr 5sz-create_config_from_models..z{} ,NzCreated config in %s) rparentmkdiropenwritesortedkeysrjoinloginfo) rrrroutropsetopsentriesrrrcreate_config_from_modelss,      r1)pathlibtypingloggerroperator_type_usage_processorsrort_model_processorrr+IterablePathboolrr1rrrrs