o I h @stUddlZddlZddlZddlmZmZddlmZddlm Z m Z ddl m Z ddl Z iiiiiiidiiiiiiiiddZeeeee ffed <Gd d d eZee d fZd dZdefddZeddGdddZiZeeefed<eZee ed<iZeeeefed<iZeeeefed<deddfddZddZd d!Z d"d#Z!d$d%Z"dS)&N) dataclassfield)Enum)AnyOptional) ModuleType)condz dynamic-shapez escape-hatchmapz dynamic-valueoperatormutation)assertbuiltinclosurezcontext-managerz control-flowzdata-structurezstandard-libraryz object-model)torchpython_TAGSc@seZdZdZdZdZdS) SupportLevelz[ Indicates at what stage the feature used in the example is handled in export. rN)__name__ __module__ __qualname____doc__ SUPPORTEDNOT_SUPPORTED_YETrrI/var/www/vscode/kcb/lib/python3.10/site-packages/torch/_export/db/case.pyr#sr.cCsbt|tstdt|t|tstdt||D]}t|ts.tdt|qdS)Nz(Expecting args type to be a tuple, got: z)Expecting kwargs type to be a dict, got: z+Expecting kwargs keys to be a string, got: ) isinstancetuple ValueErrortypedictstr)argskwargskeyrrrcheck_inputs_type0s      r%tagcCs`|d}t}|D]$}t|ttjdksJd|||vr&||}q td|ddS)N.-z!Tag contains invalid characters: zTag z! is not found in registered tags.)splitrsetstringascii_lowercaser)r&partstpartrrr _validate_tag?s  r0T)frozenc@seZdZUeed<eed<ejjed<eed<e e dZ e ee fed<dZ eeed<e edZeeed <ejZeed <dZee ee fed <d d ZdS) ExportCase example_args descriptionmodelname)default_factoryexample_kwargsN extra_argstags support_leveldynamic_shapescCsht|j|j|jdurt|ji|jD]}t|qt|jtr)t |jdkr2t d|jddS)NrzInvalid description: "") r%r3r8r9r:r0rr4r!lenr)selfr&rrr __post_init__Ys    zExportCase.__post_init__)rrrArgsType__annotations__r!rnnModulerr r8rr9rr*r:rrr;r<r@rrrrr2Ls   r2_EXAMPLE_CASES_MODULES_EXAMPLE_CONFLICT_CASES_EXAMPLE_REWRITE_CASEScasereturncCsH|jtvr|jtvrt|jgt|j<t|j|dS|t|j<dS)zA Registers a user provided ExportCase into example bank. N)r6rErGappend)rIrrrregister_db_caseks  rLcCs tdd|}tdd|S)Nz(.)([A-Z][a-z]+)z\1_\2z([a-z0-9])([A-Z]))resublower)r6rrr to_snake_casexsrPcCsdt|tjjs tdd|vr$|jdusJd|i|d|ji}tdii|||dS)Nz.Export case class should be a torch.nn.Module.r4z9Could not find description or docstring for export case: )r5r6r)rrrCrD TypeErrorrr2)mr6configsrrr_make_export_case}s rTc fdd}|S)zK Decorator for registering a user provided case into example bank. cs\}t|}|tvrtd|dusJt||jdd}t|||}t||S)Nz6export_case should only be used once per example file.r') inspect getmodulerF RuntimeErroraddrr)rTrL)rRrSmodule module_namerIr#rrwrappers    zexport_case..wrapperrr#r^rr]r export_cases  r`c rU)Ncs`}|d}t|tsJ|j}|tvrgt|<|j|d<t|t|j|}t| ||S)Nparentr3) poprr2r6rHr3rTrPrrK)rRrSrar$rIr]rrr^s  z$export_rewrite_case..wrapperrr_rr]rexport_rewrite_cases rc)#rWrMr+ dataclassesrrenumrtypingrrtypesrrrr r!rBrrrAr%r0r2rEr*rFrGlistrHrLrPrTr`rcrrrrsR