*
 * This library is free software; you can redistribute it and/or
 * modify it under the terms of the GNU Lesser General Public
 * License as published by the Free Software Foundation; either
 * version 2.1 of the License, or (at your option) any later version.
 *
 * This library is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU

- ⚡ [**FastAPI**](https://fastapi.tiangolo.com/fr) pour l'API backend Python.
  - 🧰 [SQLModel](https://sqlmodel.tiangolo.com) pour les interactions avec la base de données SQL en Python (ORM).
  - 🔍 [Pydantic](https://docs.pydantic.dev), utilisé par FastAPI, pour la validation des données et la gestion des paramètres.
  - 💾 [PostgreSQL](https://www.postgresql.org) comme base de données SQL.
- 🚀 [React](https://react.dev) pour le frontend.

## Pin your `fastapi` version { #pin-your-fastapi-version }

The first thing you should do is to "pin" the version of **FastAPI** you are using to the specific latest version that you know works correctly for your application.

For example, let's say you are using version `0.112.0` in your app.

        4,
        "four");
    assertMapEquals(
        ImmutableBiMap.of("one", 1, "two", 2, "three", 3, "four", 4, "five", 5),
        "one",
        1,
        "two",
        2,
        "three",
        3,
        "four",
        4,
        "five",
        5);
    assertMapEquals(
        ImmutableBiMap.of("one", 1, "two", 2, "three", 3, "four", 4, "five", 5).inverse(),
        1,
        "one",

import java.util.ArrayList;
import java.util.Collection;
import java.util.Comparator;
import java.util.HashSet;
import java.util.List;
import java.util.Set;
import junit.framework.TestSuite;

/**
 * Creates, based on your criteria, a JUnit test suite that exhaustively tests a {@code
 * SortedMultiset} implementation.
 *
 * <p><b>Warning:</b> expects that {@code E} is a String.
 *
 * @author Louis Wasserman
 */
@GwtIncompatible

Follow your cloud provider's guides to deploy FastAPI apps with them. 🤓

## Deploy your own server { #deploy-your-own-server }

**FastAPI** inclut plusieurs middlewares pour des cas d'usage courants ; voyons comment les utiliser.

/// note | Détails techniques

Pour les prochains exemples, vous pourriez aussi utiliser `from starlette.middleware.something import SomethingMiddleware`.

For details on best practices with 2.0, see
[the Effective 2.0 guide](https://www.tensorflow.org/beta/guide/effective_tf2)

For information on upgrading your existing TensorFlow 1.x models, please refer
to our
[Upgrade](https://medium.com/tensorflow/upgrading-your-code-to-tensorflow-2-0-f72c3a4d83b5)
and [Migration](https://www.tensorflow.org/beta/guide/migration_guide) guides.
We have also released a collection of

      // We check the state after adding the listener as a way to ensure that our listener was added
      // to a NEW service.
      checkArgument(service.state() == NEW, "Can only manage NEW services, %s", service);
    }
    // We have installed all of our listeners and after this point any state transition should be
    // correct.
    this.state.markReady();
  }

  /**

Pour cela, utilisez le module standard Python [`secrets`](https://docs.python.org/3/library/secrets.html) pour vérifier le nom d'utilisateur et le mot de passe.

`secrets.compare_digest()` doit recevoir des `bytes` ou une `str` ne contenant que des caractères ASCII (ceux de l'anglais), ce qui signifie qu'elle ne fonctionnerait pas avec des caractères comme `á`, comme dans `Sebastián`.