o eP @sDdZddlmZddlZddlZddlZddlZddlZddlZddl Z ddl Z ddl Z ddl m Z ddlmZmZmZmZmZmZddlmZddlZddlZddlZddlmZddlm Z m!Z!ddl"m#Z#dd l$m%Z%m&Z&m'Z'm(Z(mZdd l)m*Z*dd l+m,Z,dd l-m.Z.erdd l/m0Z0ddl1m2Z2dZ3dZ4e!d            dndod+d,Z5e Gd-d.d.Z6dpd4d5Z7Gd6d7d7Z8e d8d9Gd:d;d;eZ9de Gd`dadaZ?dudvdfdgZ@e dwdxdidjZAe dydxdldmZBdS)zzK Defines helper methods useful for loading and caching Interface examples. ) annotationsN)Path) TYPE_CHECKINGAnyCallableIterableLiteralOptional)utils)documentset_documentation_group) animation) componentsoauthprocessing_utilsroutesr )Context)Error) CSVLogger)Block) IOComponentZgradio_cached_exampleslog.csvhelpersF Texamples!list[Any] | list[list[Any]] | strinputsIOComponent | list[IOComponent]outputs&IOComponent | list[IOComponent] | NonefnCallable | Nonecache_examplesboolexamples_per_pageint _api_modelabel str | Noneelem_id run_on_click preprocess postprocessapi_namestr | None | Literal[False]batchcCs6t|||||||||| | | | | dd}t|j|S)zTop-level synchronous function that creates Examples. Provided for backwards compatibility, i.e. so that gr.Examples(...) can be used to create the Examples component.F)rrrr r"r$r&r'r)r*r+r,r-r/_initiated_directly)Examples client_utilsZsynchronize_asynccreate)rrrr r"r$r&r'r)r*r+r,r-r/Z examples_objr4>D:\Projects\ConvertPro\env\Lib\site-packages\gradio/helpers.pycreate_examples)s& r6c@sTeZdZdZ            d)d*ddZd+d!d"Zd+d#d$Zd,d'd(ZdS)-r1aQ This class is a wrapper over the Dataset component and can be used to create Examples for Blocks / Interfaces. Populates the Dataset component with examples and assigns event listener so that clicking on an example populates the input/output components. Optionally handles example caching for fast inference. Demos: blocks_inputs, fake_gan Guides: more-on-examples-and-flagging, using-hugging-face-integrations, image-classification-in-pytorch, image-classification-in-tensorflow, image-classification-with-vision-transformers, create-your-own-friends-with-a-gan NFrTrrrrrrr r!r"r#r$r%r&r'r(r)r*r+r,r-r.r/r0c sb|rtd|r|dus|durtdttsg|r't|ts'|g}t}dur4tdttrGtdksFtdtrGnyttrZtdkrZddDnfttrt slt d }tt  stdkrd dt Dn9t d t ttt }tt|fd dtdtDWdn1swYntd dgtD]}t|D]\}}|durzd|<WqtyYqwqqddtD}fddD}|_||_|_||_|p g|_||_||_||_| |_| |_| |_||_ t!"|fddD|_#Wdn 1s>wYfdd|j#D|_$|rn|jD]}tdd|Dt|jkrltdnqTddl%m&}t!"||j'||d||| d|_(Wdn 1swYtt)t|j(j*|_+t|j+d|_,||_| |_-dS)a' Parameters: examples: example inputs that can be clicked to populate specific components. Should be nested list, in which the outer list consists of samples and each inner list consists of an input corresponding to each input component. 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If `fn` is a generator function, then the last yielded value will be used as the output. examples_per_page: how many examples to show per page. label: the label to use for the examples component (by default, "Examples") elem_id: an optional string that is assigned as the id of this component in the HTML DOM. run_on_click: if cache_examples is False, clicking on an example does not run the function when an example is clicked. Set this to True to run the function when an example is clicked. Has no effect if cache_examples is True. preprocess: if True, preprocesses the example input before running the prediction function and caching the output. Only applies if cache_examples is True. postprocess: if True, postprocesses the example output after running the prediction function and before caching. Only applies if cache_examples is True. api_name: Defines how the event associated with clicking on the examples appears in the API docs. Can be a string, None, or False. 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Parameters: n: number of steps completed. rrNrr)rr?rrSr)rqnrr4r4r5updateQs  zProgress.updatecCs\|jr,tt|jD]}t|j|jt|kr |j|nq |j|j|jddSdS)z4 Removes iterable with given _tqdm. rN)rrer?ridrrr)rqrrAr4r4r5closebs  zProgress.close)FNN)rr#rr!rr()NNrN)rrrr(rrrr\)rrrr(rrrr\r7) rrrrrsrrrrrrrr4r4r4r5rs*  !  rc sztjjd|s|fSztd}Wn ty!|fYSwtds*i_ dfdd }dd}dd d }d d }dd} t|jdsP|jj|j_ ||j_t|jds`|jj |j_ ||j_ t|jdsp|jj |j_ ||j_ t|jds|jj|j_| |j_t|jds|jj|j_||j_t|drt|jdr|j|j_fdd} fdd} tj|| | d} | fS)N)rrr_progress_tracker_per_threadrcsnjt|_|jdur%|j_|jj|||||dttj d|d<|j |||g|Rd|i|dS)N)rwfiler) rr threading get_ident _progressrrrbr`devnull__init__orig__)rqrrrrrkwargs)r root_blocksr4r5 init_tqdms $z!create_tracker..init_tqdmcSs|jdur|jS|Sr>)r__iter__orig__ryr4r4r5 iter_tqdms z!create_tracker..iter_tqdmr7cSs |jdur |j|||Sr>)rr__update__orig__)rqrr4r4r5 update_tqdms   z#create_tracker..update_tqdmcSs|jdur |j||Sr>)rr__close__orig__ryr4r4r5 close_tqdms  z"create_tracker..close_tqdmcSs$|jdur |j|||||Sr>)rr__exit__orig__)rqexc_type exc_value tracebackr4r4r5 exit_tqdms  z!create_tracker..exit_tqdmrrrrrautocst}j|<dSr>rrr thread_id)rrr4r5 before_fnsz!create_tracker..before_fncst}j|=dSr>rr)rr4r5after_fns z create_tracker..after_fn)rr )NNNrr)r_queueZ set_progress __import__ModuleNotFoundErrorrrrrsrrrrr__exit__rrrrr Zfunction_wrapper) rrr rrrrrrrrr Z tracked_fnr4)rrrr5create_trackerssJ                 rrlist[Any] | Nonerroutes.Request | None event_dataEventData | NonecCst|}t|}g}|jD]}|j|j|jfvrn| |qd}d} t |D]\} }| |j } t |jtrJ| }|durI|| |jq,| tjkrZ|durY|| |q,| ttjksf| tjkr|durt|dipytt|dddi} d| vr| dnd} | tjkr| durtd|| | q,| rt| rt| tr| } |dur|dur|| | |j|jq,|j|jur|durt|| kr|| |jq,|durt|t|krt|} || }|j|jkrt d| dn| |jt|t|ks|p g|| fS)a Checks if function has special arguments Request or EventData (via annotation) or Progress (via default value). If inputs is provided, these values will be loaded into the inputs array. Parameters: fn: function to check. inputs: array to load special arguments into. request: request to load into inputs. event_data: event-related data to load into inputs. Returns: updated inputs, progress index, event data index. Nsessionr oauth_profilez@This action requires a logged in user. Please sign in and retry.z'Unexpected argument. Filling with None.)!r signaturer get_type_hints parametersvalueskindPOSITIONAL_ONLYPOSITIONAL_OR_KEYWORDrrfrrrYdefaultrinsertrRequestr rZ OAuthProfilegetattrrisclass issubclass EventDatatarget_dataemptyr?rVrW)r rrrrZ type_hintsZpositional_argsparamZprogress_indexZevent_data_indexrAZ type_hintrrr4r4r5 special_argssr                r'rtdictcKs d|d<|S)a3 Updates component properties. When a function passed into a Gradio Interface or a Blocks events returns a typical value, it updates the value of the output component. 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