huggingface_hub/errors.py

"""Contains all custom errors."""

from pathlib import Path
from typing import Optional, Union

from requests import HTTPError, Response


# CACHE ERRORS


class CacheNotFound(Exception):
    """Exception thrown when the Huggingface cache is not found."""

    cache_dir: Union[str, Path]

    def __init__(self, msg: str, cache_dir: Union[str, Path], *args, **kwargs):
        super().__init__(msg, *args, **kwargs)
        self.cache_dir = cache_dir


class CorruptedCacheException(Exception):
    """Exception for any unexpected structure in the Huggingface cache-system."""


# HEADERS ERRORS


class LocalTokenNotFoundError(EnvironmentError):
    """Raised if local token is required but not found."""


# HTTP ERRORS


class OfflineModeIsEnabled(ConnectionError):
    """Raised when a request is made but `HF_HUB_OFFLINE=1` is set as environment variable."""


class HfHubHTTPError(HTTPError):
    """
    HTTPError to inherit from for any custom HTTP Error raised in HF Hub.

    Any HTTPError is converted at least into a `HfHubHTTPError`. If some information is
    sent back by the server, it will be added to the error message.

    Added details:
    - Request id from "X-Request-Id" header if exists.
    - Server error message from the header "X-Error-Message".
    - Server error message if we can found one in the response body.

    Example:
    ```py
        import requests
        from huggingface_hub.utils import get_session, hf_raise_for_status, HfHubHTTPError

        response = get_session().post(...)
        try:
            hf_raise_for_status(response)
        except HfHubHTTPError as e:
            print(str(e)) # formatted message
            e.request_id, e.server_message # details returned by server

            # Complete the error message with additional information once it's raised
            e.append_to_message("\n`create_commit` expects the repository to exist.")
            raise
    ```
    """

    def __init__(self, message: str, response: Optional[Response] = None, *, server_message: Optional[str] = None):
        self.request_id = response.headers.get("x-request-id") if response is not None else None
        self.server_message = server_message

        super().__init__(
            message,
            response=response,  # type: ignore [arg-type]
            request=response.request if response is not None else None,  # type: ignore [arg-type]
        )

    def append_to_message(self, additional_message: str) -> None:
        """Append additional information to the `HfHubHTTPError` initial message."""
        self.args = (self.args[0] + additional_message,) + self.args[1:]


# INFERENCE CLIENT ERRORS


class InferenceTimeoutError(HTTPError, TimeoutError):
    """Error raised when a model is unavailable or the request times out."""


# INFERENCE ENDPOINT ERRORS


class InferenceEndpointError(Exception):
    """Generic exception when dealing with Inference Endpoints."""


class InferenceEndpointTimeoutError(InferenceEndpointError, TimeoutError):
    """Exception for timeouts while waiting for Inference Endpoint."""


# SAFETENSORS ERRORS


class SafetensorsParsingError(Exception):
    """Raised when failing to parse a safetensors file metadata.

    This can be the case if the file is not a safetensors file or does not respect the specification.
    """


class NotASafetensorsRepoError(Exception):
    """Raised when a repo is not a Safetensors repo i.e. doesn't have either a `model.safetensors` or a
    `model.safetensors.index.json` file.
    """


# TEMPLATING ERRORS


class TemplateError(Exception):
    """Any error raised while trying to fetch or render a chat template."""


# TEXT GENERATION ERRORS


class TextGenerationError(HTTPError):
    """Generic error raised if text-generation went wrong."""


# Text Generation Inference Errors
class ValidationError(TextGenerationError):
    """Server-side validation error."""


class GenerationError(TextGenerationError):
    pass


class OverloadedError(TextGenerationError):
    pass


class IncompleteGenerationError(TextGenerationError):
    pass


class UnknownError(TextGenerationError):
    pass


# VALIDATION ERRORS


class HFValidationError(ValueError):
    """Generic exception thrown by `huggingface_hub` validators.

    Inherits from [`ValueError`](https://docs.python.org/3/library/exceptions.html#ValueError).
    """


# FILE METADATA ERRORS


class FileMetadataError(OSError):
    """Error triggered when the metadata of a file on the Hub cannot be retrieved (missing ETag or commit_hash).

    Inherits from `OSError` for backward compatibility.
    """


# REPOSITORY ERRORS


class RepositoryNotFoundError(HfHubHTTPError):
    """
    Raised when trying to access a hf.co URL with an invalid repository name, or
    with a private repo name the user does not have access to.

    Example:

    ```py
    >>> from huggingface_hub import model_info
    >>> model_info("<non_existent_repository>")
    (...)
    huggingface_hub.utils._errors.RepositoryNotFoundError: 401 Client Error. (Request ID: PvMw_VjBMjVdMz53WKIzP)

    Repository Not Found for url: https://huggingface.co/api/models/%3Cnon_existent_repository%3E.
    Please make sure you specified the correct `repo_id` and `repo_type`.
    If the repo is private, make sure you are authenticated.
    Invalid username or password.
    ```
    """


class GatedRepoError(RepositoryNotFoundError):
    """
    Raised when trying to access a gated repository for which the user is not on the
    authorized list.

    Note: derives from `RepositoryNotFoundError` to ensure backward compatibility.

    Example:

    ```py
    >>> from huggingface_hub import model_info
    >>> model_info("<gated_repository>")
    (...)
    huggingface_hub.utils._errors.GatedRepoError: 403 Client Error. (Request ID: ViT1Bf7O_026LGSQuVqfa)

    Cannot access gated repo for url https://huggingface.co/api/models/ardent-figment/gated-model.
    Access to model ardent-figment/gated-model is restricted and you are not in the authorized list.
    Visit https://huggingface.co/ardent-figment/gated-model to ask for access.
    ```
    """


class DisabledRepoError(HfHubHTTPError):
    """
    Raised when trying to access a repository that has been disabled by its author.

    Example:

    ```py
    >>> from huggingface_hub import dataset_info
    >>> dataset_info("laion/laion-art")
    (...)
    huggingface_hub.utils._errors.DisabledRepoError: 403 Client Error. (Request ID: Root=1-659fc3fa-3031673e0f92c71a2260dbe2;bc6f4dfb-b30a-4862-af0a-5cfe827610d8)

    Cannot access repository for url https://huggingface.co/api/datasets/laion/laion-art.
    Access to this resource is disabled.
    ```
    """


# REVISION ERROR


class RevisionNotFoundError(HfHubHTTPError):
    """
    Raised when trying to access a hf.co URL with a valid repository but an invalid
    revision.

    Example:

    ```py
    >>> from huggingface_hub import hf_hub_download
    >>> hf_hub_download('bert-base-cased', 'config.json', revision='<non-existent-revision>')
    (...)
    huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Mwhe_c3Kt650GcdKEFomX)

    Revision Not Found for url: https://huggingface.co/bert-base-cased/resolve/%3Cnon-existent-revision%3E/config.json.
    ```
    """


# ENTRY ERRORS
class EntryNotFoundError(HfHubHTTPError):
    """
    Raised when trying to access a hf.co URL with a valid repository and revision
    but an invalid filename.

    Example:

    ```py
    >>> from huggingface_hub import hf_hub_download
    >>> hf_hub_download('bert-base-cased', '<non-existent-file>')
    (...)
    huggingface_hub.utils._errors.EntryNotFoundError: 404 Client Error. (Request ID: 53pNl6M0MxsnG5Sw8JA6x)

    Entry Not Found for url: https://huggingface.co/bert-base-cased/resolve/main/%3Cnon-existent-file%3E.
    ```
    """


class LocalEntryNotFoundError(EntryNotFoundError, FileNotFoundError, ValueError):
    """
    Raised when trying to access a file or snapshot that is not on the disk when network is
    disabled or unavailable (connection issue). The entry may exist on the Hub.

    Note: `ValueError` type is to ensure backward compatibility.
    Note: `LocalEntryNotFoundError` derives from `HTTPError` because of `EntryNotFoundError`
          even when it is not a network issue.

    Example:

    ```py
    >>> from huggingface_hub import hf_hub_download
    >>> hf_hub_download('bert-base-cased', '<non-cached-file>',  local_files_only=True)
    (...)
    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.
    ```
    """

    def __init__(self, message: str):
        super().__init__(message, response=None)


# REQUEST ERROR
class BadRequestError(HfHubHTTPError, ValueError):
    """
    Raised by `hf_raise_for_status` when the server returns a HTTP 400 error.

    Example:

    ```py
    >>> resp = requests.post("hf.co/api/check", ...)
    >>> hf_raise_for_status(resp, endpoint_name="check")
    huggingface_hub.utils._errors.BadRequestError: Bad request for check endpoint: {details} (Request ID: XXX)
    ```
    """