>>> from huggingface_hub import get_logger

>>> logger = get_logger(__file__)
>>> logger.set_verbosity_info()

import requests
from huggingface_hub import configure_http_backend, get_session

# Create a factory function that returns a Session with configured proxies
def backend_factory() -> requests.Session:
    session = requests.Session()
    session.proxies = {"http": "http://10.10.1.10:3128", "https": "https://10.10.1.11:1080"}
    return session

# Set it as the default session factory
configure_http_backend(backend_factory=backend_factory)

# In practice, this is mostly done internally in `huggingface_hub`
session = get_session()

import requests
from huggingface_hub import configure_http_backend, get_session

# Create a factory function that returns a Session with configured proxies
def backend_factory() -> requests.Session:
    session = requests.Session()
    session.proxies = {"http": "http://10.10.1.10:3128", "https": "https://10.10.1.11:1080"}
    return session

# Set it as the default session factory
configure_http_backend(backend_factory=backend_factory)

# In practice, this is mostly done internally in `huggingface_hub`
session = get_session()

    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("
ate_commit` expects the repository to exist.")
        raise

    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("
ate_commit` expects the repository to exist.")
        raise

>>> 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.

>>> 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.

>>> 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.

>>> 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.

>>> 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)

>>> 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.

>>> from huggingface_hub.utils import send_telemetry

# Send telemetry without library information
>>> send_telemetry("ping")

# Send telemetry to subtopic with library information
>>> send_telemetry("gradio/local_link", library_name="gradio", library_version="3.22.1")

# Send telemetry with additional data
>>> send_telemetry(
...     topic="examples",
...     library_name="transformers",
...     library_version="4.26.0",
...     user_agent={"pipeline": "text_classification", "framework": "flax"},
... )

>>> from huggingface_hub.utils import validate_hf_hub_args

>>> @validate_hf_hub_args
... def my_cool_method(repo_id: str):
...     print(repo_id)

>>> my_cool_method(repo_id="valid_repo_id")
valid_repo_id

>>> my_cool_method("other..repo..id")
huggingface_hub.utils._validators.HFValidationError: Cannot have -- or .. in repo_id: 'other..repo..id'.

>>> my_cool_method(repo_id="other..repo..id")
huggingface_hub.utils._validators.HFValidationError: Cannot have -- or .. in repo_id: 'other..repo..id'.

>>> @validate_hf_hub_args
... def my_cool_auth_method(token: str):
...     print(token)

>>> my_cool_auth_method(token="a token")
"a token"

>>> my_cool_auth_method(use_auth_token="a use_auth_token")
"a use_auth_token"

>>> my_cool_auth_method(token="a token", use_auth_token="a use_auth_token")
UserWarning: Both `token` and `use_auth_token` are passed (...)
"a token"

>>> from huggingface_hub.utils import validate_repo_id
>>> validate_repo_id(repo_id="valid_repo_id")
>>> validate_repo_id(repo_id="other..repo..id")
huggingface_hub.utils._validators.HFValidationError: Cannot have -- or .. in repo_id: 'other..repo..id'.