iUdZddlZddlZddlZddlZddlZddlZddlZddlZddl m Z m Z m Z ddl mZddlmZddlmZddlmZmZddlmZddlZdd lmZd d lmZd d lmZmZm Z m!Z!m"Z"m#Z#m$Z$m%Z%d dlm&Z&d dl'm(Z(d dl)m*Z*e&j+e,Z-edGddZ.ej/dZ0ej/dZ1de e2e2fde.dzfdZ3dZ4dZ5dZ6ej/dej7Z8ej/dej7Z9ej/d Z:ej/d!Z;hd"Zd#e2de2dzfd%Z?d&ej@ddfd'ZAd&ej@ddfd(ZBd)ejCddfd*ZDdejEfd+ZFdejGfd,ZHe gejEfZIe gejGfZJejKZLeFaMeIeNd-<eHaOeJeNd.<daPejEdzeNd/<d0eIddfd1ZQd2eJddfd3ZRdejEfd4ZSdejGfd5ZTd_d6ZUejVeUeWed7rejXeU8ejYejZfZ[e=e\e]d9feNd:<d;Z^e=e_d9feNd<<d=d d>e[e^d?d@dAe*d#e2dBe_dCe`dDe`dEe\e]e=e\e]d9fzdFe_e=e_d9fzdGeade ejCddffdHZbd=d d>e[e^dIdAe*d#e2dBe_dCe`dDe`dEe\e]e=e\e]d9fzdFe_e=e_d9fzdejCfdJZced=d d>e[e^dIdAe*d#e2dBe_dCe`dDe`dEe\e]e=e\e]d9fzdFe_e=e_d9fzde ejCddffdKZdd?dLdAe*d#e2dMeadejCfdNZed#e2dOe2dzde2fdPZfd`d)ejCdQe2dzddfdRZgehZid)ejCddfdSZjedTe"UZkdVe\ekdWe2d)ejCdXedekf dYZld&ej@de2fdZZmej/d[ejnZod\e2dzd]e_de2dzfd^ZpdS)az>Contains utilities to handle HTTP requests in huggingface_hub.N)Callable GeneratorMapping)contextmanager) dataclass)quote)AnyTypeVar)urlparse)OfflineModeIsEnabled) constants)BadRequestErrorBucketNotFoundErrorDisabledRepoErrorGatedRepoErrorHfHubHTTPErrorRemoteEntryNotFoundErrorRepositoryNotFoundErrorRevisionNotFoundError)logging) SliceFileObj) HTTP_METHOD_TT)frozencZeZdZUdZeed<eed<eed<dZedzed<dZedzed<dS) RateLimitInfoa 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____doc__str__annotations__intr!r"\/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/huggingface_hub/utils/_http.pyrr6sg  NNNE3:!%NC$J%%%%%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+)headersreturnc`d}d}|D]3}|}|dkr ||}%|dkr||}4|sdSt|}|sdS|d}t |d}t |d}d} d} |r`t |} | rDt | d} t | d} t |||| | S) a*Parse 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-policyrrtqw)rrr r!r")lower_RATELIMIT_REGEXsearchgroupr)_RATELIMIT_POLICY_REGEXr) r-r0policykey lower_keymatchrrr r!r" policy_matchs r,parse_ratelimit_headersr?RsP*!IF""IIKK  # # II , , ,S\F t  # #I . .E tKK00MEKK$$%%I5;;s++,,E!%N :.55f==  : **3//00E !3!3C!8!899N #)%    r+z x-request-idzX-Amzn-Trace-Idz x-amz-cf-ida  # staging or production endpoint ^https://[^/]+ ( # on /api/repo_type/repo_id /api/(models|datasets|spaces)/(.+) | # or /repo_id/resolve/revision/... /(.+)/resolve/(.+) ) )flagszz # staging or production endpoint ^https?://[^/]+ # on /api/buckets/... /api/buckets/ zA^https?://[^/]+/api/(models|datasets|spaces)/([^/]+)(?:/([^/]+))?z)^https?://[^/]+/api/buckets/([^/]+/[^/]+)> rawblobrefstreecommitresolverevisionsettings discussionsurlc(t|}|sdStj|d}|d|d}}|r|t vr|d|}n|}||fS)a,Extract (repo_type, repo_id) from an API URL. Returns canonical repo_type values: "model", "dataset", "space" (or None). Examples: >>> _parse_repo_info_from_url("https://huggingface.co/api/models/user/repo") ("model", "user/repo") >>> _parse_repo_info_from_url("https://huggingface.co/api/datasets/user/repo/resolve/main/data.csv") ("dataset", "user/repo") >>> _parse_repo_info_from_url("https://huggingface.co/api/models/bert-base-cased/resolve/main/config.json") ("model", "bert-base-cased") NNrr /)_REPO_ID_FROM_URL_REGEXr7rREPO_TYPES_MAPPINGgetr8_REPO_URL_SUBPATHS)rJr= repo_typefirstsecondrepo_ids r,_parse_repo_info_from_urlrWs $ * *3 / /E z,00Q@@IKKNNEKKNN6E & 222%%V%% g r+cht|}|r|dndS)z9Extract bucket_id (namespace/name) from a bucket API URL.rN)_BUCKET_ID_FROM_URL_REGEXr7r8)rJr=s r,_parse_bucket_id_from_urlrZs. % , ,S 1 1E" ,5;;q>>>,r+requestc :tjrtd|jdt|jvrL|jtpttj |jt<|jt}t d||j |j|jddutjr(t dt||S)z Event hook that will be used to make HTTP requests to the Hugging Face Hub. 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To disable it, please unset the `HF_HUB_OFFLINE` environment variable.z%Request %s: %s %s (authenticated: %s) authorizationNzSend: %s)ris_offline_moder rJX_AMZN_TRACE_IDr-rQ X_REQUEST_IDr'uuiduuid4loggerdebugmethodHF_DEBUG_curlify)r[ request_ids r,hf_request_event_hookris  "" " KGK K K K   go--+2?+>+>|+L+L+aPSTXT^T`T`PaPa($$_55J LL/ O,,D8 4 Z'!2!2333 r+c$Kt|S)z3 Async version of `hf_request_event_hook`. )ri)r[s r,async_hf_request_event_hookrks ! ) ))r+responsecK|jdkrXd|jvrQ t|jd}n#t$rYdSwxYw|dkr |d{VdSdSdSdS)NzContent-lengthi@B) status_coder-r) ValueErroraread)rllengths r,async_hf_response_event_hookrsss"" x/ / / X-.>?@@     !!nn&&&&&&&&&&&#" 0 / "!s3 AAc@tjdtgiddS)zQ Factory function to create a `httpx.Client` with the default transport. r[TN event_hooksfollow_redirectstimeout)httpxClientrir*r+r,default_client_factoryr{ s/ <!6 78   r+cNtjtgtgdddS)zV Factory function to create a `httpx.AsyncClient` with the default transport. )r[rlTNru)ry AsyncClientrkrsr*r+r,default_async_client_factoryr~s6  !< =LhKijj   r+_GLOBAL_CLIENT_FACTORY_GLOBAL_ASYNC_CLIENT_FACTORY_GLOBAL_CLIENTclient_factorycft5t|addddS#1swxYwYdS)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_session`] 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_session`] to get a correctly configured `httpx.Client`. N) _CLIENT_LOCK close_sessionr)rs r,set_client_factoryr+s} 00!/000000000000000000s &**async_client_factoryc |adS)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. Nr)rs r,set_async_client_factoryr<s $8   r+cxt-t5tadddn #1swxYwYtS)a Get a `httpx.Client` object, using the transport factory from the user. This client is shared between all calls made by `huggingface_hub`. Therefore you should not close it manually. Use [`set_client_factory`] to customize the `httpx.Client`. N)rrrr*r+r, get_sessionrOsv  6 6355N 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 s *..ctS)a Return a `httpx.AsyncClient` object, using the transport factory from the user. Use [`set_async_client_factory`] to customize the `httpx.AsyncClient`. Contrary to the `httpx.Client` that is shared between all calls made by `huggingface_hub`, the `httpx.AsyncClient` is not shared. It is recommended to use an async context manager to ensure the client is properly closed when the context is exited. rr*r+r,get_async_sessionr^s ( ) ))r+ct}da|L |dS#t$r(}td|Yd}~dSd}~wwxYwdS)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: )rclose Exceptionrcwarning)clientes r,rrnsFN 9 LLNNNNN 9 9 9 NN7A77 8 8 8 8 8 8 8 8 8 9s# AAAregister_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_codesstreamrerrrrrrc +`Kt|tr|f}ttrfd|} dd} d|vrAt|dtjt fr|d} t} dz d | |d| dtj dtffd } |rG| j dd |5} | | s| V ddddS dddn #1swxYwYn!| j dd |} | | s| VdSne#|$r]}td |d d t|tjrt#kr|Yd}~nd}~wwxYw7t%dz}td |dddn&| }td|dddt'j|t+|| dz} )zfInternal implementation of HTTP backoff logic shared between `http_backoff` and `http_stream_backoff`.rNdataTrrlr.c|jvrdStd|jddkrt|dS|jdkrt |j}||jdS)zNHandle response and return True if should retry, False if should return/yield.Fz HTTP Error z thrown while requesting  rNT)rorcrhf_raise_for_statusr?r-r )rlratelimit_inforrenb_triesratelimit_resetrrJs r, _should_retryz)_http_backoff_base.._should_retrys'/DDD 5jX-Ajj\bjjehjjkkkk))'111!5'3..%KSKKFKK$}X.."NNNF"    NNLsLLfLLsLL M M M#u122 +%% &%%%%    & 11A5L NNrLrrX`rrcnrrr s s s s%L NN[,[[[[[[ \ \ \ <    Q77 ?8sDA E*D; E EDED#EF%AF  F%)rrrrrc Fttd|||||||dd|S)a0 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). FrerJrrrrrrr*)nextrrerJrrrrrrs r, http_backoffrsPB  #)' 3"7     r+c +@Ktd|||||||dd|Ed{VdS)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 r,http_stream_backoffr>soL"  %#/3              r+)retry_on_errorsrc N|rinddd} td||d|ddi|}t|d|jcxkrdkrcnn`t|jd }|jd kr;t||j } |S) aFPerform 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*)rrTrrwFi,iLocation)path) rrror r-netloc_replacergeturl)rerJr httpx_kwargsno_retry_kwargsrl parsed_targets r,-_httpx_follow_relative_redirects_with_backoffrs0[2XZ#[#[     #       H%%% (& - - - -# - - - - -$X%5j%ABBM#r))smm,,-2D,EELLNN  Or+endpointc|r|dn tj}|tjtjfvr@|tj|}|tj|}|S)zReplace the default endpoint in a URL by a custom one. This is useful when using a proxy and the Hugging Face Hub returns a URL with the default endpoint. rN)rstriprENDPOINT_HF_DEFAULT_ENDPOINT_HF_DEFAULT_STAGING_ENDPOINTreplace)rJrs r,fix_hf_endpoint_in_urlrsi (0Gxs###Y5GH 6 8^___kk)8(CCkk)@(KK Jr+ endpoint_namec  t|n,#t$rtddYnwxYw |dS#t j$r}|jdzdkrYd}~dS|j d}|j d}|j %|j j t|j j nd}|rt|nd \}}|d kr3|jd d zd |j dz}tt||||||dkr3|jd d zd|j dz}tt ||||||dkr3|jd d zd|j dz}tt"||||||dkr6|jd d zd|j dzdzdz}tt$||||dkra|_t&|E|jd d zd|j dzdzdz}tt*||t-|||dks-|jdkr[|dkrU|St.|9|jd d zd|j dzdzd z}tt0||||||jd!kr!|d"|d#nd$}tt2||||jd%kr4d |jd&|dd'|j dzd(z}tt4||||jd)krt7|j} | Zd*| jd+}|d,| jd-z }| j&| j|d.| j d/| jd0| jd1z }n|dz }|d2|j dz }n d3|j d}tt4||||jd4krY|j j d5} |d6| d7|j d8d}tt4|||tt4t|||d}~wwxYw)9a Internal version of `response.raise_for_status()` that will refine a potential HTTPError. Raised exception will be an instance of [`~errors.HfHubHTTPError`]. This helper is meant to be the unique method to raise_for_status when making a call to the Hugging Face Hub. Args: response (`Response`): Response from the server. endpoint_name (`str`, *optional*): Name of the endpoint that has been called. If provided, the error message will be more complete. > [!WARNING] > Raises when the request has failed: > > - [`~utils.RepositoryNotFoundError`] > If the repository to download from cannot be found. This may be because it > doesn't exist, because `repo_type` is not set correctly, or because the repo > is `private` and you do not have access. > - [`~utils.GatedRepoError`] > If the repository exists but is gated and the user is not on the authorized > list. > - [`~utils.RevisionNotFoundError`] > If the repository exists but the revision couldn't be found. > - [`~utils.EntryNotFoundError`] > If the repository exists but the entry (e.g. the requested file) couldn't be > find. > - [`~utils.BadRequestError`] > If request failed with a HTTP 400 BadRequest error. > - [`~utils.HfHubHTTPError`] > If request failed for a reason not listed above. zFailed to parse warning headersT)exc_infodrMNz X-Error-CodeX-Error-MessagerLRevisionNotFoundz Client Error. zRevision Not Found for url: .)rSrV EntryNotFoundzEntry Not Found for url: GatedRepoz!Cannot access gated repo for url z$Access to this resource is disabled.z!Cannot access repository for url  RepoNotFoundzBucket Not Found for url: zG Please make sure you specified the correct bucket id (namespace/name).zg If the bucket is private, make sure you are authenticated and your token has the required permissions.) bucket_idiz+Invalid credentials in Authorization headerzRepository Not Found for url: z Please make sure you specified the correct `repo_id` and `repo_type`. 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