RЦi%SrSSKrSSKrSSKrSSKrSSKrSSKrSSKrSSKrSSK J r SSK J r SSK Jr SSKJrJrJrJrJrJr SSKJr SSKrSSKJr S S KJr S S KJrJrJ r J!r!J"r"J#r#J$r$J%r% S S KJ&r& S SK'J(r( S SK)J*r* \&RV"\,5r-\ "SS9"SS55r.\R^"S5r0\R^"S5r1S\\2\24S\\.4Sjr3Sr4Sr5Sr6\R^"S\RnS9r8\R^"S\RnS9r9S\RtSS4S jr;S\RtSS4S!jrS\R~4S$jr@S\R4S%jrB\/\R~4rC\/\R4rD\R"5rF\@qG\C\HS&'\BqI\D\HS''SqJ\\R~\HS('S)\CSS4S*jrKS+\DSS4S,jrLS\R~4S-jrMS\R4S.jrNSVS/jrO\R"\O5 \Q"\S05(a\R"\OS19 \R\R4rU\V\W\XS24\HS3'S4rY\V\ZS24\HS5'S6S S7\U\YS8S9.S:\*S;\2S<\ZS=\[S>\[S?\\W\X\V\W\XS244S@\\Z\V\ZS244SA\\S\\RzSS44SBjjr]S6S S7\U\YSC.S:\*S;\2S<\ZS=\[S>\[S?\\W\X\V\W\XS244S@\\Z\V\ZS244S\Rz4SDjjr^\ S6S S7\U\YSC.S:\*S;\2S<\ZS=\[S>\[S?\\W\X\V\W\XS244S@\\Z\V\ZS244S\\RzSS44SEjj5r_S8SF.S:\*S;\2SG\\S\Rz4SHjjr`S;\2SI\\2S\24SJjraSWS"\RzSK\\2SS4SLjjrb\c"5rdS"\RzSS4SMjreSN\W\"SO\2S"\RzS\"4SPjrfS\RtS\24SQjrg\R^"SR\R5riSS\\2ST\ZS\\24SUjrjg)Xz>Contains utilities to handle HTTP requests in huggingface_hub.N)contextmanager) dataclass)quote)AnyCallable GeneratorMappingOptionalUnion)urlparse)OfflineModeIsEnabled) constants)BadRequestErrorBucketNotFoundErrorDisabledRepoErrorGatedRepoErrorHfHubHTTPErrorRemoteEntryNotFoundErrorRepositoryNotFoundErrorRevisionNotFoundError)logging) SliceFileObj) HTTP_METHOD_TT)frozenc`\rSrSr%Sr\\S'\\S'\\S'Sr\ \\S'Sr \ \\S'S r g) RateLimitInfo6a Parsed rate limit information from HTTP response headers. Attributes: resource_type (`str`): The type of resource being rate limited. remaining (`int`): The number of requests remaining in the current window. reset_in_seconds (`int`): The number of seconds until the rate limit resets. limit (`int`, *optional*): The maximum number of requests allowed in the current window. window_seconds (`int`, *optional*): The number of seconds in the current window. resource_type remainingreset_in_secondsNlimitwindow_seconds) __name__ __module__ __qualname____firstlineno____doc__str__annotations__intr#r r$__static_attributes__r%Z/var/www/html/ai-image-ml/venv/lib/python3.13/site-packages/huggingface_hub/utils/_http.pyrr6s6 NE8C=$(NHSM(r/rzL\"(?P\w+)\"\s*;\s*r\s*=\s*(?P\d+)\s*;\s*t\s*=\s*(?P\d+)z'q\s*=\s*(?P\d+).*?w\s*=\s*(?P\d+)headersreturncSnSnUH+nUR5nUS:XaXnMUS:XdM'XnM- U(dg[RU5nU(dgURS5n[ URS55n[ URS55nSn Sn U(aP[ RU5n U (a4[ U RS55n [ U RS55n [ UUUU U S 9$) aParse rate limit information from HTTP response headers. Follows IETF draft: https://www.ietf.org/archive/id/draft-ietf-httpapi-ratelimit-headers-09.html Only a subset is implemented. Example: ```python >>> from huggingface_hub.utils import parse_ratelimit_headers >>> headers = { ... "ratelimit": '"api";r=0;t=55', ... "ratelimit-policy": '"fixed window";"api";q=500;w=300', ... } >>> info = parse_ratelimit_headers(headers) >>> info.remaining 0 >>> info.reset_in_seconds 55 ``` N ratelimitzratelimit-policyr rtqw)r r!r"r#r$)lower_RATELIMIT_REGEXsearchgroupr-_RATELIMIT_POLICY_REGEXr) r1r4policykey lower_keymatchr r!r"r#r$ policy_matchs r0parse_ratelimit_headersrCRs* $I FIIK  # I , ,\F    # #I .E KK0MEKK$%I5;;s+,E$(N .55f=  **3/0E !3!3C!89N #)%  r/z x-request-idzX-Amzn-Trace-Idz x-amz-cf-ida  # staging or production endpoint ^https://[^/]+ ( # on /api/repo_type/repo_id /api/(models|datasets|spaces)/(.+) | # or /repo_id/resolve/revision/... /(.+)/resolve/(.+) ) )flagszz # staging or production endpoint ^https?://[^/]+ # on /api/buckets/... /api/buckets/ requestc t[R"5(a[SURS35e[UR ;aUUR R [5=(d [[R"55UR ['UR R [5n[RSUURURUR R S5SL5 [R(a[RS[U55 U$)z Event hook that will be used to make HTTP requests to the Hugging Face Hub. 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To disable it, please unset the `HF_HUB_OFFLINE` environment variable.z%Request %s: %s %s (authenticated: %s) authorizationNzSend: %s)ris_offline_moder urlX_AMZN_TRACE_IDr1get X_REQUEST_IDr+uuiduuid4loggerdebugmethodHF_DEBUG_curlify)rE request_ids r0hf_request_event_hookrUs  """GKK=)J K  goo-+2??+>+>|+L+aPSTXT^T^T`Pa($$_5J LL/ O,D8  Z'!23 r/c # [U5$7f)z+ Async version of `hf_request_event_hook`. )rU)rEs r0async_hf_request_event_hookrWs ! ))s responsec# URS:aJSUR;a9[URS5nUS:aUR 5IShvN gggg![a gf=fN7f)NzContent-lengthi@B) status_coder1r- ValueErroraread)rXlengths r0async_hf_response_event_hookr_ss" x// / X--.>?@ !nn&&&" 0#   's3!A0AA0A.A0 A+(A0*A++A0c<[R"S[/0SSS9$)zI Factory function to create a `httpx.Client` with the default transport. rETN event_hooksfollow_redirectstimeout)httpxClientrUr%r/r0default_client_factoryrgs' <<!6 78 r/cH[R"[/[/S.SSS9$)zN Factory function to create a `httpx.AsyncClient` with the default transport. )rErXTNra)re AsyncClientrWr_r%r/r0default_async_client_factoryrjs,   !< =LhKij r/_GLOBAL_CLIENT_FACTORY_GLOBAL_ASYNC_CLIENT_FACTORY_GLOBAL_CLIENTclient_factoryc\[ [5 UqSSS5 g!,(df  g=f)a Set the HTTP client factory to be used by `huggingface_hub`. The client factory is a method that returns a `httpx.Client` object. On the first call to [`get_client`] the client factory will be used to create a new `httpx.Client` object that will be shared between all calls made by `huggingface_hub`. This can be useful if you are running your scripts in a specific environment requiring custom configuration (e.g. custom proxy or certifications). Use [`get_client`] to get a correctly configured `httpx.Client`. N) _CLIENT_LOCK close_sessionrk)rns r0set_client_factoryrrs !/ s  +async_client_factorycUqg)a Set the HTTP async client factory to be used by `huggingface_hub`. The async client factory is a method that returns a `httpx.AsyncClient` object. This can be useful if you are running your scripts in a specific environment requiring custom configuration (e.g. custom proxy or certifications). Use [`get_async_client`] to get a correctly configured `httpx.AsyncClient`. Contrary to the `httpx.Client` that is shared between all calls made by `huggingface_hub`, the `httpx.AsyncClient` is not shared. It is recommended to use an async context manager to ensure the client is properly closed when the context is exited. Nrl)rss r0set_async_client_factoryrvs $8 r/c[c[ [5qSSS5 [$[$!,(df  [$=f)z Get a `httpx.Client` object, using the transport factory from the user. This client is shared between all calls made by `huggingface_hub`. Therefore you should not close it manually. Use [`set_client_factory`] to customize the `httpx.Client`. N)rmrprkr%r/r0 get_sessionrx&s3 35N >\ s - Ac[5$)a Return a `httpx.AsyncClient` object, using the transport factory from the user. Use [`set_async_client_factory`] to customize the `httpx.AsyncClient`. Contrary to the `httpx.Client` that is shared between all calls made by `huggingface_hub`, the `httpx.AsyncClient` is not shared. It is recommended to use an async context manager to ensure the client is properly closed when the context is exited. rur%r/r0get_async_sessionrz5s  ( ))r/c[nSqUbUR5 gg![a"n[R SU35 SnAgSnAff=f)z Close the global `httpx.Client` used by `huggingface_hub`. If a Client is closed, it will be recreated on the next call to [`get_session`]. Can be useful if e.g. an SSL certificate has been updated. NzError closing client: )rmclose ExceptionrOwarning)clientes r0rqrqEsTFN 9 LLN 9 NN3A37 8 8 9s A AA register_at_fork)after_in_child._DEFAULT_RETRY_ON_EXCEPTIONS)iiii_DEFAULT_RETRY_ON_STATUS_CODESF) max_retriesbase_wait_time max_wait_timeretry_on_exceptionsretry_on_status_codesstreamrQrIrrrrrrc +N^^^^^^# [U[5(aU4n[T[5(aT4mSmUn SmSn SU;a;[US[R[ 45(aUSR 5n [5n TS- mSmU bUSRU 5 S[RS[4UUUUUU4Sjjn U(a;U R"STTS.UD6n U "U 5(dU v SSS5 gSSS5 O(U R"STTS.UD6n U "U 5(dU v gTb.[%T5S-n[RS US TSTS35 O!U n[RSUSTSTS35 [&R("U5 [+XIS-5n GM%!,(df  N=f!UaYn[RS US TS T35 [U[R 5(a [#5 TT:aUeSnANSnAff=f7f)zfInternal implementation of HTTP backoff logic shared between `http_backoff` and `http_stream_backoff`.rNdatarrXr2c>URT;ag[RSURSTST35 TT:a [U5 gURS:Xa$[ UR 5nUb UR mg)zNHandle response and return True if should retry, False if should return/yield.Fz HTTP Error z thrown while requesting  rT)r[rOr~hf_raise_for_statusrCr1r")rXratelimit_inforrQnb_triesratelimit_resetrrIs r0 _should_retry)_http_backoff_base.._should_retrys''/DD X-A-A,BB[\b[ccdehdijkk)'1!''3.%>KSKFK$X.."N/  & 1A5L NN3L>AWX`Waabcnbooqr s%L NN\,y !K=XZ[ \ < Q7  DED#  NNQse#=fXQseL M#u1122+% &  soB H%AG+F2>GH%GH%&G7A;H%2 G<G?H%GH" AHH%H""H%)rrrrrc <[[SUUUUUUUSS.UD65$)ax Wrapper around httpx to retry calls on an endpoint, with exponential backoff. Endpoint call is retried on exceptions (ex: connection timeout, proxy error,...) and/or on specific status codes (ex: service unavailable). If the call failed more than `max_retries`, the exception is thrown or `raise_for_status` is called on the response object. Re-implement mechanisms from the `backoff` library to avoid adding an external dependencies to `hugging_face_hub`. See https://github.com/litl/backoff. Args: method (`Literal["GET", "OPTIONS", "HEAD", "POST", "PUT", "PATCH", "DELETE"]`): HTTP method to perform. url (`str`): The URL of the resource to fetch. max_retries (`int`, *optional*, defaults to `5`): Maximum number of retries, defaults to 5 (no retries). base_wait_time (`float`, *optional*, defaults to `1`): Duration (in seconds) to wait before retrying the first time. Wait time between retries then grows exponentially, capped by `max_wait_time`. max_wait_time (`float`, *optional*, defaults to `8`): Maximum duration (in seconds) to wait before retrying. retry_on_exceptions (`type[Exception]` or `tuple[type[Exception]]`, *optional*): Define which exceptions must be caught to retry the request. Can be a single type or a tuple of types. By default, retry on `httpx.TimeoutException` and `httpx.NetworkError`. retry_on_status_codes (`int` or `tuple[int]`, *optional*, defaults to `(429, 500, 502, 503, 504)`): Define on which status codes the request must be retried. By default, retries on rate limit (429) and server errors (5xx). **kwargs (`dict`, *optional*): kwargs to pass to `httpx.request`. Example: ``` >>> from huggingface_hub.utils import http_backoff # Same usage as "httpx.request". >>> response = http_backoff("GET", "https://www.google.com") >>> response.raise_for_status() # If you expect a Gateway Timeout from time to time >>> http_backoff("PUT", upload_url, data=data, retry_on_status_codes=504) >>> response.raise_for_status() ``` > [!WARNING] > When using `requests` it is possible to stream data by passing an iterator to the > `data` argument. On http backoff this is a problem as the iterator is not reset > after a failed call. This issue is mitigated for file objects or any IO streams > by saving the initial position of the cursor (with `data.tell()`) and resetting the > cursor between each call (with `data.seek()`). For arbitrary iterators, http backoff > will fail. If this is a hard constraint for you, please let us know by opening an > issue on [Github](https://github.com/huggingface/huggingface_hub). FrQrIrrrrrrr%)nextrrQrIrrrrrrs r0 http_backoffrsAB  #)' 3"7    r/c +H# [SUUUUUUUSS.UD6ShvN gN7f)a Wrapper around httpx to retry calls on an endpoint, with exponential backoff. Endpoint call is retried on exceptions (ex: connection timeout, proxy error,...) and/or on specific status codes (ex: service unavailable). If the call failed more than `max_retries`, the exception is thrown or `raise_for_status` is called on the response object. Re-implement mechanisms from the `backoff` library to avoid adding an external dependencies to `hugging_face_hub`. See https://github.com/litl/backoff. Args: method (`Literal["GET", "OPTIONS", "HEAD", "POST", "PUT", "PATCH", "DELETE"]`): HTTP method to perform. url (`str`): The URL of the resource to fetch. max_retries (`int`, *optional*, defaults to `5`): Maximum number of retries, defaults to 5 (no retries). base_wait_time (`float`, *optional*, defaults to `1`): Duration (in seconds) to wait before retrying the first time. Wait time between retries then grows exponentially, capped by `max_wait_time`. max_wait_time (`float`, *optional*, defaults to `8`): Maximum duration (in seconds) to wait before retrying. retry_on_exceptions (`type[Exception]` or `tuple[type[Exception]]`, *optional*): Define which exceptions must be caught to retry the request. Can be a single type or a tuple of types. By default, retry on `httpx.TimeoutException` and `httpx.NetworkError`. retry_on_status_codes (`int` or `tuple[int]`, *optional*, defaults to `(429, 500, 502, 503, 504)`): Define on which status codes the request must be retried. By default, retries on rate limit (429) and server errors (5xx). **kwargs (`dict`, *optional*): kwargs to pass to `httpx.request`. Example: ``` >>> from huggingface_hub.utils import http_stream_backoff # Same usage as "httpx.stream". >>> with http_stream_backoff("GET", "https://www.google.com") as response: ... for chunk in response.iter_bytes(): ... print(chunk) # If you expect a Gateway Timeout from time to time >>> with http_stream_backoff("PUT", upload_url, data=data, retry_on_status_codes=504) as response: ... response.raise_for_status() ``` When using `httpx` it is possible to stream data by passing an iterator to the `data` argument. On http backoff this is a problem as the iterator is not reset after a failed call. This issue is mitigated for file objects or any IO streams by saving the initial position of the cursor (with `data.tell()`) and resetting the cursor between each call (with `data.seek()`). For arbitrary iterators, http backoff will fail. If this is a hard constraint for you, please let us know by opening an issue on [Github](https://github.com/huggingface/huggingface_hub). TrNr%)rrs r0http_stream_backoffrsAL"  %#/3     s " ")retry_on_errorsrc PU(a0OSSS.n[SUUS.UDSS0DUD6n[U5 SURs=::aS::a_O U$[URS5nUR S :Xa2[U5R URS 9R5nMU$) aPerform an HTTP request with backoff and follow relative redirects only. Used to fetch HEAD /resolve on repo or bucket files. This is useful to follow a redirection to a renamed repository without following redirection to a CDN. A backoff mechanism retries the HTTP call on errors (429, 5xx, timeout, network errors). Args: method (`str`): HTTP method, such as 'GET' or 'HEAD'. url (`str`): The URL of the resource to fetch. retry_on_errors (`bool`, *optional*, defaults to `False`): Whether to retry on errors. If False, no retry is performed (fast fallback to local cache). If True, uses default retry behavior (429, 5xx, timeout, network errors). **httpx_kwargs (`dict`, *optional*): Params to pass to `httpx.request`. r%)rrrrcFi,iLocation)path) rrr[r r1netloc_replacergeturl)rQrIr httpx_kwargsno_retry_kwargsrX parsed_targets r0-_httpx_follow_relative_redirects_with_backoffrhs02XZ#[    #     H% (&& -# -  O%X%5%5j%ABM##r)sm,,-2D2D,ELLN  Or/endpointcU(aURS5O[RnU[R[R4;a@UR [RU5nUR [RU5nU$)zReplace the default endpoint in a URL by a custom one. This is useful when using a proxy and the Hugging Face Hub returns a URL with the default endpoint. r)rstriprENDPOINT_HF_DEFAULT_ENDPOINT_HF_DEFAULT_STAGING_ENDPOINTreplace)rIrs r0fix_hf_endpoint_in_urlrsf (0xs#Y5G5GH 66 8^8^__kk)88(Ckk)@@(K Jr/ endpoint_namec F [U5 UR 5 g![a [RSSS9 N2f=f![ R GaHnURS-S:XaSnAgURRS5nURRS5nUS :Xa4URS 3S -S URS 3-n[[XP5UeUS:Xa4URS 3S -SURS 3-n[[XP5UeUS:Xa4URS 3S -SURS 3-n[[XP5UeUS:Xa:URS 3S -SURS 3-S-S-n[[XP5UeUS:XaUR bUR Rbm["R%['UR R55b:URS 3S -SURS 3-S-S-n[[(XP5UeUS:XdmURS:XaUS:waUR bUR Rbj[*R%['UR R55b7URS 3S -SURS 3-S-n[[,XP5UeURS:XaUbSUS3OS n[[.XP5UeURS!:Xa8S URS"US 3S#URS 3-S$-n[[0XP5UeURS%:Xa[3UR5nUbS&UR4S'3nUS(UR6S)3- nUR8b;UR:b.US*UR<S+UR8S,UR:S-3- nOUS - nUS.URS 3- nOS/URS 3n[[0XP5UeURS0:XaZUR RRS15nUS2US3URRS45S 3n[[0XP5Ue[[0['U5U5UeSnAff=f)5ad Internal version of `response.raise_for_status()` that will refine a potential HTTPError. Raised exception will be an instance of [`~errors.HfHubHTTPError`]. This helper is meant to be the unique method to raise_for_status when making a call to the Hugging Face Hub. Args: response (`Response`): Response from the server. endpoint_name (`str`, *optional*): Name of the endpoint that has been called. If provided, the error message will be more complete. > [!WARNING] > Raises when the request has failed: > > - [`~utils.RepositoryNotFoundError`] > If the repository to download from cannot be found. This may be because it > doesn't exist, because `repo_type` is not set correctly, or because the repo > is `private` and you do not have access. > - [`~utils.GatedRepoError`] > If the repository exists but is gated and the user is not on the authorized > list. > - [`~utils.RevisionNotFoundError`] > If the repository exists but the revision couldn't be found. > - [`~utils.EntryNotFoundError`] > If the repository exists but the entry (e.g. the requested file) couldn't be > find. > - [`~utils.BadRequestError`] > If request failed with a HTTP 400 BadRequest error. > - [`~utils.HfHubHTTPError`] > If request failed for a reason not listed above. zFailed to parse warning headersT)exc_infodNz X-Error-CodeX-Error-MessageRevisionNotFoundz Client Error. zRevision Not Found for url: . 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