Esto es lo que querrías hacer en **la mayoría de los casos**, por ejemplo:

* Usando **Kubernetes** o herramientas similares
* Al ejecutar en un **Raspberry Pi**
* Usando un servicio en la nube que ejecutaría una imagen de contenedor por ti, etc.

### Requisitos del Paquete

* <a href="https://developers.liblab.com/tutorials/sdk-for-fastapi/?utm_source=fastapi" class="external-link" target="_blank">liblab</a>

También hay varias otras empresas que ofrecen servicios similares que puedes buscar y encontrar en línea. 🤓

## Genera un Cliente Frontend en TypeScript

Empecemos con una aplicación simple de FastAPI:

{* ../../docs_src/generate_clients/tutorial001_py39.py hl[7:9,12:13,16:17,21] *}

labels.menu_storage=Almacenamiento
labels.sidebar.menu=Menú
labels.footer.copyright=&copy;2024 <a href="https://github.com/codelibs">Proyecto CodeLibs</a>.
labels.search=Buscar
labels.similar_doc_result_status=Mostrando resultados similares.
labels.search_result_status=Resultados de búsqueda para <b>{0}</b><span class="br-phone"></span> <b>{2}</b> - <b>{3}</b> de <b>{1}</b>

* Puede haber **múltiples procesos** del **mismo programa** ejecutándose al mismo tiempo.

Si revisas el "administrador de tareas" o "monitor del sistema" (o herramientas similares) en tu sistema operativo, podrás ver muchos de esos procesos en ejecución.

* `swagger_css_url`: the URL where the HTML for your Swagger UI docs can get the **CSS** file. This is the custom CDN URL.

And similarly for ReDoc...

{* ../../docs_src/custom_docs_ui/tutorial001.py hl[2:6,11:19,22:24,27:33] *}

/// tip

The *path operation* for `swagger_ui_redirect` is a helper for when you use OAuth2.

   *
   * <p><b>{@code Stream} equivalent:</b> use {@code stream.collect(ImmutableMap.toImmutableMap(k ->
   * k, valueFunction))}. {@code ImmutableMap.copyOf(stream.collect(Collectors.toMap(k -> k,
   * valueFunction)))} behaves similarly, but may not preserve the order of entries.
   *
   * @throws NullPointerException if any element of this iterable is {@code null}, or if {@code
   *     valueFunction} produces {@code null} for any key
   * @since 14.0

       * AGP: https://github.com/google/guava/issues/7769.
       *
       * My impression is that an AtomicReferenceFieldUpdater in a static field is similarly fast to
       * Unsafe on modern JVMs (if perhaps not quite as fast as VarHandle?). However, I'm not sure
       * exactly what we've benchmarked, and we certainly haven't benchmarked as far back as JDK 8.

 *     .weakKeys()
 *     .makeMap();
 * }
 *
 * <p>These features are all optional; {@code new MapMaker().makeMap()} returns a valid concurrent
 * map that behaves similarly to a {@link ConcurrentHashMap}.
 *
 * <p>The returned map is implemented as a hash table with similar performance characteristics to
 * {@link ConcurrentHashMap}. It supports all optional operations of the {@code ConcurrentMap}
 * interface. It does not permit null keys or values.

   * corresponding to each key appear in the same order as they are encountered.
   *
   * <p><b>{@code Stream} equivalent:</b> {@code stream.collect(Collectors.groupingBy(keyFunction))}
   * behaves similarly, but returns a mutable {@code Map<K, List<E>>} instead, and may not preserve
   * the order of entries.
   *
   * @param keyFunction the function used to produce the key for each value

Let's imagine that you have some **machine learning models** that you want to use to handle requests. 🤖

The same models are shared among requests, so, it's not one model per request, or one per user or something similar.

Let's imagine that loading the model can **take quite some time**, because it has to read a lot of **data from disk**. So you don't want to do it for every request.