---

Des exemples communs d'opérations "CPU bounds" sont les procédés qui requièrent des traitements mathématiques complexes.

Par exemple :

* Traitements d'**audio** et d'**images**.
* La **vision par ordinateur** : une image est composée de millions de pixels, chaque pixel ayant 3 valeurs / couleurs, les traiter tous va nécessiter d'effectuer des traitements sur chaque pixel, et de préférence tous en même temps.

      fun run() {
        // Use the imgur image upload API as documented at https://api.imgur.com/endpoints/image
        val requestBody = MultipartBody.Builder()
            .setType(MultipartBody.FORM)
            .addFormDataPart("title", "Square Logo")
            .addFormDataPart("image", "logo-square.png",
                File("docs/images/logo-square.png").asRequestBody(MEDIA_TYPE_PNG))
            .build()

Mas se você passasse uma `HTMLResponse` em `response_class` também, o **FastAPI** saberia como documentar isso no OpenAPI e na documentação interativa como um HTML com `text/html`:

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

## Respostas disponíveis

Aqui estão algumas dos tipos de resposta disponíveis.

Lembre-se que você pode utilizar `Response` para retornar qualquer outra coisa, ou até mesmo criar uma subclasse personalizada.

您将能够与您的**FastAPI**应用程序交互，从真实数据库中读取数据：

<img src="/img/tutorial/sql-databases/image01.png">

## 直接与数据库交互

如果您想独立于 FastAPI 直接浏览 SQLite 数据库（文件）以调试其内容、添加表、列、记录、修改数据等，您可以使用[SQLite 的 DB Browser](https://sqlitebrowser.org/)

它看起来像这样：

<img src="/img/tutorial/sql-databases/image02.png">

///

## OpenAPI와 통합

모든 요청 선언, 검증과 의존성(및 하위 의존성)에 대한 요구 사항은 동일한 OpenAPI 스키마에 통합됩니다.

따라서 대화형 문서에 이러한 의존성에 대한 모든 정보 역시 포함하고 있습니다:

<img src="/img/tutorial/dependencies/image01.png">

## 간단한 사용법

이를 보면, *경로 작동 함수*는 *경로*와 *작동*이 매칭되면 언제든지 사용되도록 정의되었으며, **FastAPI**는 올바른 매개변수를 가진 함수를 호출하고 해당 요청에서 데이터를 추출합니다.

사실, 모든 (혹은 대부분의) 웹 프레임워크는 이와 같은 방식으로 작동합니다.

must have write access to the parent directory where the binary is present on the host system. - `mc admin update` is not supported and should be avoided in kubernetes/container environments, please upgrade containers by upgrading relevant container images. - **We do not recommend upgrading one MinIO server at a time, the product is designed to support parallel upgrades please follow our recommended guidelines.** ## Explore Further - [MinIO Erasure Code Overview](https://min.io/docs/minio/linux/ope...

& , 🖼, 👆 🔜 🎲 👀 👈 📤 💗 🛠️ 🏃 🎏 🖥 📋 (🦎, 💄, 📐, ♒️). 👫 🛎 🏃 1️⃣ 🛠️ 📍 📑, ➕ 🎏 ➕ 🛠️.

<img class="shadow" src="/img/deployment/concepts/image01.png">

---

🔜 👈 👥 💭 🔺 🖖 ⚖ **🛠️** &amp; **📋**, ➡️ 😣 💬 🔃 🛠️.

## 🏃‍♂ 🔛 🕴

<img class="shadow" src="/img/deployment/concepts/image01.png">

---

Теперь, когда нам известна разница между **процессом** и **программой**, давайте продолжим обсуждение развёртывания.

## Настройки запуска приложения

.brand-link{padding:0;border-bottom:none}.brand-link .brand-image{float:left;line-height:.8;margin-left:.8rem;margin-right:.5rem;margin-top:-3px;max-height:33px;width:auto}.brand-link .brand-image-xs{float:left;line-height:.8;margin-top:-.1rem;max-height:33px;width:auto}.brand-link .brand-image-xl{line-height:.8;max-height:40px;width:auto}.brand-link .brand-image-xl.single{margin-top:-.3rem}.brand-link.text-sm .brand-image,.text-sm .brand-link .brand-image{height:29px;margin-bottom:-.25rem;margin-left:.95...

---

Ejemplos típicos de operaciones dependientes de CPU son cosas que requieren un procesamiento matemático complejo.

Por ejemplo:

* **Audio** o **procesamiento de imágenes**.
* **Visión por computadora**: una imagen está compuesta de millones de píxeles, cada píxel tiene 3 valores / colores, procesamiento que normalmente requiere calcular algo en esos píxeles, todo al mismo tiempo.