A major advantage of certificate-based authentication compared to other STS authentication methods, like OpenID Connect or LDAP/AD, is that client authentication works without any additional/external component that must be constantly available. Therefore, certificate-based authentication may provide better availability / lower operational complexity.

_current_module = _sys.modules[__name__]

if not hasattr(_current_module, "__path__"):
  __path__ = [_tf_api_dir]
elif _tf_api_dir not in __path__:
  __path__.append(_tf_api_dir)

# Hook external TensorFlow modules.

# Load tensorflow-io-gcs-filesystem if enabled
if (_os.getenv("TF_USE_MODULAR_FILESYSTEM", "0") == "true" or
    _os.getenv("TF_USE_MODULAR_FILESYSTEM", "0") == "1"):

///

    uvicorn.run(app, host="0.0.0.0", port=8000)
```

не будет выполнена.

/// info | Информация

Для получения дополнительной информации, ознакомьтесь с <a href="https://docs.python.org/3/library/__main__.html" class="external-link" target="_blank">официальной документацией Python</a>.

///

## Запуск вашего кода с помощью отладчика { #run-your-code-with-your-debugger }

///

Si quieres asegurar tu API, hay varias cosas mejores que puedes hacer, por ejemplo:

* Fix typo/link in External Links. PR [#1702](https://github.com/tiangolo/fastapi/pull/1702).
* Update handling of [External Links](https://fastapi.tiangolo.com/external-links/) to use a data file and allow translating the headers without becoming obsolete quickly when new links are added. PR [#https://github.com/tiangolo/fastapi/pull/1701](https://github.com/tiangolo/fastapi/pull/1701).

used to test the individual components in the lifecycle with data that has expected characteristics
and can be asserted as desired.

You can change/extend these stubs, and tests should not be breaking too much, since most tests
assert using expected values from the stubs. Normally, when you try to use data from the stubs that

Maintenant, voyons comment vous pourriez utiliser cela pour retourner une réponse personnalisée.

Disons que vous voulez retourner une réponse <a href="https://en.wikipedia.org/wiki/XML" class="external-link" target="_blank">XML</a>.

Vous pouvez mettre votre contenu XML dans une chaîne de caractères, la placer dans une `Response`, et la retourner :

{* ../../docs_src/response_directly/tutorial002.py hl[1,18] *}

### Посмотрите документацию { #check-the-docs }

Теперь вы можете запустить приложение и перейти по ссылке <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.

Вы увидите, что в документации есть обычные операции пути, а также появились вебхуки: