o h/@sJddlmZmZddlmZmZmZmZmZm Z ddl Z ddl m Z m Z ddlmZmZddlmZmZmZmZmZddlmZedd d gZgd Zd eeefd ee effddZded e fddZded eeeeefffddZ  ddededeeede d e eeeeeeeffff ddZ!ded dfddZ"dS)) defaultdict namedtuple)AnyDictListOptionalSetTupleN) ETKernelIndex ETKernelKey) LineLoaderparse_native_yaml)BackendMetadata DispatchKeyFunctionSchemaNativeFunction OperatorName)NamespaceHelper ETParsedYamlnative_functionset_kernel_indices)kernels type_aliasdim_order_aliaseireturncCs|}|dd}duriS|di}|di}|ddi}|D]Y}|d}|dur6|d|d}tj|dd } | jd d } t| jd | d d} |dur]tddd gnt |||} | D]} | |vszJdt | dt || || <qfq&|S)a3Given a loaded yaml representing kernel assignment information, extract the mapping from `kernel keys` to `BackendMetadata` (the latter representing the kernel instance) Args: ei: Dict keys {kernels, type_alias, dim_order_alias} See ETKernelKey for description of arguments rNrr__line__arg_meta kernel_name) max_levelat)defaultFz::native)kernel structured cpp_namespaceTzDuplicate kernel key:  ) copypopgetrfrom_namespaced_entityget_cpp_namespacer entity_namer gen_from_yamlstr)rerrrkernel_mappingentryrrnamespace_helperkernel_namespacebackend_metadata kernel_keys kernel_keyr&r&O/var/www/html/ai/venv/lib/python3.10/site-packages/torchgen/executorch/parse.pyparse_from_yamls@          r9escCsi}|D]?}|}|d}t|tsJd|tj|dd}t|jj }||vs5Jd|dt t |}dkrC|||<qt |S)zGiven a loaded yaml representing a list of operators, for each op extract the mapping of `kernel keys` to `BackendMetadata` (the latter representing the kernel instance that should be used by the kernel key). func not a str: namespaced_entityr zDuplicate func found in yaml: z alreadyr) r(r) isinstancer/rr+rparser-namelenr9r )r:indicesrr0funcsr3opnameindexr&r&r8parse_et_yaml_structJs rHcCs|tt}|D]5}|d}t|tsJd|tj|dd}t|j j }t D]}||}dur:||||<q)q|S)zGiven a loaded yaml representing a list of operators, extract the kernel key related fields indexed by the operator name. r;r<r=r>N) rdictr*r@r/rr+rrAr-rB ET_FIELDS)r:fieldsrrEr3rFfieldvaluer&r&r8extract_kernel_fieldsbs  rNFpathtags_yaml_path ignore_keysskip_native_fns_gencCsbt|}tj|td}Wdn1swYt|}t|t|||||d}|j|fS)zParse native_functions.yaml into NativeFunctions and an Operator Indexed Dict of fields to persist from native_functions.yaml to functions.yaml )LoaderN)rR loaded_yaml)openyamlloadr rNstrip_et_fieldsr r)rOrPrQrRfr: et_kernel native_yamlr&r&r8 parse_et_yamlvs  r\cCs$|D] }tD]}||dqqdS)zGiven a loaded yaml representing a list of operators, remove ET specific fields from every entries for BC compatibility N)rJr))r:r2rLr&r&r8rXs rX)NF)# collectionsrrtypingrrrrrr rVtorchgen.executorch.modelr r torchgen.genr r torchgen.modelrrrrrtorchgen.utilsrrrJr/objectr9rHrNboolr\rXr&r&r&r8s4  "1"