* could in principle cause problems for some users. Still, we expect that the benefits of the
 * nullness annotations in particular will outweigh the costs. (And it's worth noting that we have
 * released multiple ListenableFuture.class files that are not byte-for-byte compatible even from
 * the beginning, thanks to using different `-source -target` values for compiling our `-jre` and

<img src="/img/tutorial/custom-response/image01.png">

## Responses disponibles

Aquí hay algunos de los responses disponibles.

Ten en cuenta que puedes usar `Response` para devolver cualquier otra cosa, o incluso crear una sub-clase personalizada.

/// note | Nota Técnica

También podrías usar `from starlette.responses import HTMLResponse`.

* <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.1.0.md#response-object" class="external-link" target="_blank">Objeto de Response de OpenAPI</a>, puedes incluir cualquier cosa de esto directamente en cada response dentro de tu parámetro `responses`. Incluyendo `description`, `headers`, `content` (dentro de este es que declaras diferentes media types y JSON Schemas), y `links`....

///

/// tip | Dica

Perceba que nesse caso nós estamos usando a função padrão do Python `open()` que interage com um arquivo.

Então, isso envolve I/O (input/output), que exige "esperar" que coisas sejam escritas em disco.

Mas `open()` não usa `async` e `await`.

Então, nós declaramos uma função de manipulação de evento com o padrão `def` ao invés de `async def`.

///

Se você se sente perdido com todo esse assunto de **"expressão regular"**, não se preocupe. Esse é um assunto complicado para a maioria das pessoas. Você ainda pode fazer muitas coisas sem utilizar expressões regulares.

Mas assim que você precisar e já tiver aprendido sobre, saiba que você poderá usá-las diretamente no **FastAPI**.

## Valores padrão

Usando contêineres Linux você tem diversas vantagens incluindo **segurança**, **replicabilidade**, **simplicidade**, entre outras.

/// tip | Dica

Está com pressa e já sabe dessas coisas? Pode ir direto para [`Dockerfile` abaixo 👇](#construindo-uma-imagem-docker-para-fastapi).

///

<details>
<summary>Visualização do Dockerfile 👀</summary>

```Dockerfile
FROM python:3.9

WORKDIR /code

 * could in principle cause problems for some users. Still, we expect that the benefits of the
 * nullness annotations in particular will outweigh the costs. (And it's worth noting that we have
 * released multiple ListenableFuture.class files that are not byte-for-byte compatible even from
 * the beginning, thanks to using different `-source -target` values for compiling our `-jre` and

 * could in principle cause problems for some users. Still, we expect that the benefits of the
 * nullness annotations in particular will outweigh the costs. (And it's worth noting that we have
 * released multiple ListenableFuture.class files that are not byte-for-byte compatible even from
 * the beginning, thanks to using different `-source -target` values for compiling our `-jre` and

clusters via the ILM transition feature. This will allow transitioning of older objects to a different cluster or the public cloud by setting up transition rules in the bucket lifecycle configuration. This feature enables applications to optimize storage costs by moving less frequently accessed data to a cheaper storage without compromising accessibility of data.

To transition objects in a bucket to a destination bucket on a different cluster, applications need to specify a transition tier defined...

     NEGLIGENCE) OR OTHERWISE FOR ANY DIRECT, SPECIAL, INDIRECT,
     INCIDENTAL, CONSEQUENTIAL, PUNITIVE, EXEMPLARY, OR OTHER LOSSES,
     COSTS, EXPENSES, OR DAMAGES ARISING OUT OF THIS PUBLIC LICENSE OR
     USE OF THE LICENSED MATERIAL, EVEN IF THE LICENSOR HAS BEEN
     ADVISED OF THE POSSIBILITY OF SUCH LOSSES, COSTS, EXPENSES, OR
     DAMAGES. WHERE A LIMITATION OF LIABILITY IS NOT ALLOWED IN FULL OR
     IN PART, THIS LIMITATION MAY NOT APPLY TO YOU.