311 lines
9.1 KiB
Python
311 lines
9.1 KiB
Python
"""Contains all custom errors."""
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from pathlib import Path
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from typing import Optional, Union
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from requests import HTTPError, Response
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# CACHE ERRORS
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class CacheNotFound(Exception):
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"""Exception thrown when the Huggingface cache is not found."""
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cache_dir: Union[str, Path]
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def __init__(self, msg: str, cache_dir: Union[str, Path], *args, **kwargs):
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super().__init__(msg, *args, **kwargs)
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self.cache_dir = cache_dir
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class CorruptedCacheException(Exception):
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"""Exception for any unexpected structure in the Huggingface cache-system."""
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# HEADERS ERRORS
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class LocalTokenNotFoundError(EnvironmentError):
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"""Raised if local token is required but not found."""
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# HTTP ERRORS
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class OfflineModeIsEnabled(ConnectionError):
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"""Raised when a request is made but `HF_HUB_OFFLINE=1` is set as environment variable."""
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class HfHubHTTPError(HTTPError):
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"""
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HTTPError to inherit from for any custom HTTP Error raised in HF Hub.
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Any HTTPError is converted at least into a `HfHubHTTPError`. If some information is
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sent back by the server, it will be added to the error message.
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Added details:
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- Request id from "X-Request-Id" header if exists. If not, fallback to "X-Amzn-Trace-Id" header if exists.
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- Server error message from the header "X-Error-Message".
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- Server error message if we can found one in the response body.
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Example:
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```py
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import requests
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from huggingface_hub.utils import get_session, hf_raise_for_status, HfHubHTTPError
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response = get_session().post(...)
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try:
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hf_raise_for_status(response)
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except HfHubHTTPError as e:
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print(str(e)) # formatted message
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e.request_id, e.server_message # details returned by server
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# Complete the error message with additional information once it's raised
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e.append_to_message("\n`create_commit` expects the repository to exist.")
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raise
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```
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"""
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def __init__(self, message: str, response: Optional[Response] = None, *, server_message: Optional[str] = None):
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self.request_id = (
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response.headers.get("x-request-id") or response.headers.get("X-Amzn-Trace-Id")
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if response is not None
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else None
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)
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self.server_message = server_message
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super().__init__(
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message,
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response=response, # type: ignore [arg-type]
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request=response.request if response is not None else None, # type: ignore [arg-type]
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)
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def append_to_message(self, additional_message: str) -> None:
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"""Append additional information to the `HfHubHTTPError` initial message."""
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self.args = (self.args[0] + additional_message,) + self.args[1:]
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# INFERENCE CLIENT ERRORS
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class InferenceTimeoutError(HTTPError, TimeoutError):
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"""Error raised when a model is unavailable or the request times out."""
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# INFERENCE ENDPOINT ERRORS
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class InferenceEndpointError(Exception):
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"""Generic exception when dealing with Inference Endpoints."""
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class InferenceEndpointTimeoutError(InferenceEndpointError, TimeoutError):
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"""Exception for timeouts while waiting for Inference Endpoint."""
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# SAFETENSORS ERRORS
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class SafetensorsParsingError(Exception):
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"""Raised when failing to parse a safetensors file metadata.
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This can be the case if the file is not a safetensors file or does not respect the specification.
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"""
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class NotASafetensorsRepoError(Exception):
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"""Raised when a repo is not a Safetensors repo i.e. doesn't have either a `model.safetensors` or a
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`model.safetensors.index.json` file.
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"""
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# TEXT GENERATION ERRORS
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class TextGenerationError(HTTPError):
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"""Generic error raised if text-generation went wrong."""
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# Text Generation Inference Errors
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class ValidationError(TextGenerationError):
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"""Server-side validation error."""
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class GenerationError(TextGenerationError):
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pass
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class OverloadedError(TextGenerationError):
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pass
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class IncompleteGenerationError(TextGenerationError):
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pass
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class UnknownError(TextGenerationError):
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pass
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# VALIDATION ERRORS
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class HFValidationError(ValueError):
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"""Generic exception thrown by `huggingface_hub` validators.
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Inherits from [`ValueError`](https://docs.python.org/3/library/exceptions.html#ValueError).
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"""
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# FILE METADATA ERRORS
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class FileMetadataError(OSError):
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"""Error triggered when the metadata of a file on the Hub cannot be retrieved (missing ETag or commit_hash).
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Inherits from `OSError` for backward compatibility.
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"""
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# REPOSITORY ERRORS
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class RepositoryNotFoundError(HfHubHTTPError):
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"""
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Raised when trying to access a hf.co URL with an invalid repository name, or
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with a private repo name the user does not have access to.
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Example:
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```py
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>>> from huggingface_hub import model_info
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>>> model_info("<non_existent_repository>")
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(...)
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huggingface_hub.utils._errors.RepositoryNotFoundError: 401 Client Error. (Request ID: PvMw_VjBMjVdMz53WKIzP)
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Repository Not Found for url: https://huggingface.co/api/models/%3Cnon_existent_repository%3E.
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Please make sure you specified the correct `repo_id` and `repo_type`.
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If the repo is private, make sure you are authenticated.
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Invalid username or password.
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```
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"""
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class GatedRepoError(RepositoryNotFoundError):
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"""
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Raised when trying to access a gated repository for which the user is not on the
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authorized list.
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Note: derives from `RepositoryNotFoundError` to ensure backward compatibility.
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Example:
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```py
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>>> from huggingface_hub import model_info
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>>> model_info("<gated_repository>")
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(...)
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huggingface_hub.utils._errors.GatedRepoError: 403 Client Error. (Request ID: ViT1Bf7O_026LGSQuVqfa)
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Cannot access gated repo for url https://huggingface.co/api/models/ardent-figment/gated-model.
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Access to model ardent-figment/gated-model is restricted and you are not in the authorized list.
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Visit https://huggingface.co/ardent-figment/gated-model to ask for access.
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```
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"""
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class DisabledRepoError(HfHubHTTPError):
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"""
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Raised when trying to access a repository that has been disabled by its author.
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Example:
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```py
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>>> from huggingface_hub import dataset_info
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>>> dataset_info("laion/laion-art")
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(...)
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huggingface_hub.utils._errors.DisabledRepoError: 403 Client Error. (Request ID: Root=1-659fc3fa-3031673e0f92c71a2260dbe2;bc6f4dfb-b30a-4862-af0a-5cfe827610d8)
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Cannot access repository for url https://huggingface.co/api/datasets/laion/laion-art.
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Access to this resource is disabled.
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```
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"""
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# REVISION ERROR
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class RevisionNotFoundError(HfHubHTTPError):
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"""
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Raised when trying to access a hf.co URL with a valid repository but an invalid
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revision.
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Example:
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```py
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>>> from huggingface_hub import hf_hub_download
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>>> hf_hub_download('bert-base-cased', 'config.json', revision='<non-existent-revision>')
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(...)
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huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Mwhe_c3Kt650GcdKEFomX)
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Revision Not Found for url: https://huggingface.co/bert-base-cased/resolve/%3Cnon-existent-revision%3E/config.json.
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```
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"""
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# ENTRY ERRORS
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class EntryNotFoundError(HfHubHTTPError):
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"""
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Raised when trying to access a hf.co URL with a valid repository and revision
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but an invalid filename.
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Example:
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```py
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>>> from huggingface_hub import hf_hub_download
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>>> hf_hub_download('bert-base-cased', '<non-existent-file>')
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(...)
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huggingface_hub.utils._errors.EntryNotFoundError: 404 Client Error. (Request ID: 53pNl6M0MxsnG5Sw8JA6x)
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Entry Not Found for url: https://huggingface.co/bert-base-cased/resolve/main/%3Cnon-existent-file%3E.
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```
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"""
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class LocalEntryNotFoundError(EntryNotFoundError, FileNotFoundError, ValueError):
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"""
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Raised when trying to access a file or snapshot that is not on the disk when network is
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disabled or unavailable (connection issue). The entry may exist on the Hub.
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Note: `ValueError` type is to ensure backward compatibility.
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Note: `LocalEntryNotFoundError` derives from `HTTPError` because of `EntryNotFoundError`
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even when it is not a network issue.
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Example:
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```py
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>>> from huggingface_hub import hf_hub_download
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>>> hf_hub_download('bert-base-cased', '<non-cached-file>', local_files_only=True)
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(...)
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huggingface_hub.utils._errors.LocalEntryNotFoundError: Cannot find the requested files in the disk cache and outgoing traffic has been disabled. To enable hf.co look-ups and downloads online, set 'local_files_only' to False.
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```
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"""
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def __init__(self, message: str):
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super().__init__(message, response=None)
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# REQUEST ERROR
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class BadRequestError(HfHubHTTPError, ValueError):
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"""
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Raised by `hf_raise_for_status` when the server returns a HTTP 400 error.
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Example:
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```py
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>>> resp = requests.post("hf.co/api/check", ...)
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>>> hf_raise_for_status(resp, endpoint_name="check")
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huggingface_hub.utils._errors.BadRequestError: Bad request for check endpoint: {details} (Request ID: XXX)
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```
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"""
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