author_link: https://www.linkedin.com/in/mnrozhkov/
    link: https://www.evidentlyai.com/blog/fastapi-tutorial
    title: ML serving and monitoring with FastAPI and Evidently
  - author: Visual Studio Code Team
    author_link: https://code.visualstudio.com/
    link: https://code.visualstudio.com/docs/python/tutorial-fastapi
    title: FastAPI Tutorial in Visual Studio Code
  - author: Apitally
    author_link: https://apitally.io

    Sie müssen sich den Code in `./scripts/docs.py` nicht anschauen, verwenden Sie ihn einfach in der Kommandozeile.

Die gesamte Dokumentation befindet sich im Markdown-Format im Verzeichnis `./docs/en/`.

Viele der Tutorials enthalten Codeblöcke.

In den meisten Fällen handelt es sich bei diesen Codeblöcken um vollständige Anwendungen, die unverändert ausgeführt werden können.

    models via the
    [`tf.distribute.experimental.ParameterServerStrategy`](https://www.tensorflow.org/api_docs/python/tf/distribute/experimental/ParameterServerStrategy)
    API. Please see the
    [tutorial](https://www.tensorflow.org/tutorials/distribute/parameter_server_training)
    to learn more.

*   [`MultiWorkerMirroredStrategy`](https://www.tensorflow.org/api_docs/python/tf/distribute/MultiWorkerMirroredStrategy)

```

### Step 3: Test on RabbitMQ

The python program below waits on the queue exchange `bucketevents` and prints event notifications on the console. We use [Pika Python Client](https://www.rabbitmq.com/tutorials/tutorial-three-python.html) library to do this.

```py
#!/usr/bin/env python
import pika

connection = pika.BlockingConnection(pika.ConnectionParameters(
        host='localhost'))

  * The bootstrap token system now allows token management and expiration
* The [`kubefed` federation bootstrap tool](https://kubernetes.io/docs/tutorials/federation/set-up-cluster-federation-kubefed/) has also graduated to beta.

# Guide de l'utilisateur avancé

## Caractéristiques supplémentaires

Le [Tutoriel - Guide de l'utilisateur](../tutorial/index.md){.internal-link target=_blank} devrait suffire à vous faire découvrir toutes les fonctionnalités principales de **FastAPI**.

Dans les sections suivantes, vous verrez des options, configurations et fonctionnalités supplémentaires.

!!! note "Remarque"
    Les sections de ce chapitre ne sont **pas nécessairement "avancées"**.

* 🌐 Update Korean translation for `docs/ko/docs/tutorial/first-steps.md`, `docs/ko/docs/tutorial/index.md`, `docs/ko/docs/tutorial/path-params.md`, and `docs/ko/docs/tutorial/query-params.md`. PR [#4218](https://github.com/tiangolo/fastapi/pull/4218) by [@SnowSuno](https://github.com/SnowSuno).

  
  Guidance for identifying and mitigating those issues is outlined in the Kubernetes [seccomp tutorial](https://k8s.io/docs/tutorials/security/seccomp). ([#115719](https://github.com/kubernetes/kubernetes/pull/115719), [@saschagrunert](https://github.com/saschagrunert)) [SIG API Machinery, Node, Storage and Testing]

  - [beta] Opt in source ip preservation for Services with Type NodePort or LoadBalancer ([docs](http://kubernetes.io/docs/tutorials/services/source-ip/)) ([kubernetes/features#27](https://github.com/kubernetes/enhancements/issues/27))

Ce qu'il faut retenir c'est qu'en utilisant les types standard de Python, à un seul endroit (plutôt que d'ajouter plus de classes, de décorateurs, etc.), **FastAPI** fera une grande partie du travail pour vous.

!!! info