// Modify the original raw array
        raw[0] = 0x05;

        // Ensure the AvPair's internal raw array is not affected (defensive copy not made)
        // This test assumes that the AvPair constructor does NOT make a defensive copy of the raw array.
        // If a defensive copy were made, this test would fail, and the behavior would be more robust.

Mle,EAAIikB,GAC7C,IAAIC,EAAQ3lB,EAGZ,GAAsB,iBAAVylB,EAAqB,CAShC,IAAMzlB,IANmB,iBAAbuB,IAGXoe,EAAOA,GAAQpe,EACfA,OAAW+C,GAEEmhB,EACbD,GAAI1jB,EAAM9B,EAAMuB,EAAUoe,EAAM8F,EAAOzlB,GAAQ0lB,GAEhD,OAAO5jB,EAsBR,GAnBa,MAAR6d,GAAsB,MAANle,GAGpBA,EAAKF,EACLoe,EAAOpe,OAAW+C,GACD,MAAN7C,IACc,iBAAbF,GAGXE,EAAKke,EACLA,OAAOrb,IAIP7C,EAAKke,EACLA,EAAOpe,EACPA,OAAW+C,KAGD,IAAP7C,EACJA,EAAK8jB,QACC,IAAM9jB,EACZ,OAAOK,EAeR,OAZa,IAAR4jB,IACJC,EAASlkB,GACTA,EAAK,SAAUmkB,GAId,OADAtkB,KAASukB,IAAKD,GACPD,EAAO3mB,MAA...

El objeto de response también tendrá autocompletado:

<img src="/img/tutorial/generate-clients/image05.png">

## App de FastAPI con Tags

En muchos casos tu aplicación de FastAPI será más grande, y probablemente usarás tags para separar diferentes grupos de *path operations*.

Por ejemplo, podrías tener una sección para **items** y otra sección para **usuarios**, y podrían estar separadas por tags:

 * </ol>
 * <p>By understanding and properly configuring repositories, developers can control where Maven looks for dependencies, manage access to proprietary artifacts, and optimize the build process to ensure consistency and reliability across projects.
 * </p>
 *
 *
 * @since 4.0.0
 * @see Repository
 * @see LocalRepository

 * </ol>
 * By understanding and properly configuring repositories, developers can control where Maven looks for dependencies, manage access to proprietary artifacts, and optimize the build process to ensure consistency and reliability across projects.
 *
 * @since 4.0.0
 * @see RemoteRepository
 * @see LocalRepository
 */
@Experimental
@Immutable

## Outils précédents

### <a href="https://www.djangoproject.com/" class="external-link" target="_blank">Django</a>

C'est le framework Python le plus populaire et il bénéficie d'une grande confiance. Il est utilisé pour construire
des systèmes tel qu'Instagram.

Il est relativement fortement couplé aux bases de données relationnelles (comme MySQL ou PostgreSQL), de sorte qu'il

* [Create Pull Requests](help-fastapi.md#create-a-pull-request){.internal-link target=_blank}.
* Review Pull Requests, [especially important for translations](contributing.md#translations){.internal-link target=_blank}.
* Help [manage the repository](management-tasks.md){.internal-link target=_blank} (team members).

All these tasks help maintain the repository.

A round of applause to them. 👏 🙇

## Team

Once you are ready and want to use a tool to **manage the entire project**, packages dependencies, virtual environments, etc. I would suggest you try <a href="https://github.com/astral-sh/uv" class="external-link" target="_blank">uv</a>.

`uv` can do a lot of things, it can:

* **Install Python** for you, including different versions
* Manage the **virtual environment** for your projects
* Install **packages**

Eles serão adicionados ao esquema OpenAPI e usados pelas interfaces de documentação automática:

<img src="/img/tutorial/path-operation-configuration/image01.png">

### Tags com Enums

Se você tem uma grande aplicação, você pode acabar acumulando **várias tags**, e você gostaria de ter certeza de que você sempre usa a **mesma tag** para *operações de rota* relacionadas.

Nestes casos, pode fazer sentido armazenar as tags em um `Enum`.

* **Por defecto**, eso significaría que solo puedes tener **un certificado HTTPS por dirección IP**.
    * No importa cuán grande sea tu servidor o qué tan pequeña pueda ser cada aplicación que tengas en él.
    * Sin embargo, hay una **solución** para esto.