리눅스 컨테이너를 사용하는 데에는 **보안**, **반복 가능성**, **단순함** 등의 장점이 있습니다.

/// tip | "팁"

시간에 쫓기고 있고 이미 이런것들을 알고 있다면 [`Dockerfile`👇](#build-a-docker-image-for-fastapi)로 점프할 수 있습니다.

///

<details>
<summary>도커파일 미리보기 👀</summary>

```Dockerfile
FROM python:3.9

WORKDIR /code

COPY ./requirements.txt /code/requirements.txt

[![GoDoc](https://godoc.org/istio.io/istio?status.svg)](https://godoc.org/istio.io/istio)

<a href="https://istio.io/">
    <img src="https://github.com/istio/istio/raw/master/logo/istio-bluelogo-whitebackground-unframed.svg"
         alt="Istio logo" title="Istio" height="100" width="100" />
</a>

---

# MinIO Contribution Guide [![Slack](https://slack.min.io/slack?type=svg)](https://slack.min.io) [![Docker Pulls](https://img.shields.io/docker/pulls/minio/minio.svg?maxAge=604800)](https://hub.docker.com/r/minio/minio/)

``MinIO`` community welcomes your contribution. To make the process as seamless as possible, we recommend you read this contribution guide.

## Development Workflow

reportXMLtoHTML.xsl Click on behind a number and a window will pop up showing more details. Classycle Analysis of body { font-family:Helvetica,Arial,sans-serif; } th { background-color:#aaaaaa; } td a img { border-width:0; margin-left:5pt; vertical-align:middle;} <!-- var number = /^\d*$/; function showTable(title, headers, content) { text = "<h3>" + title + "</h3><p>"; if (content.length > 0) { text += "<table border=\"1\" cellpadding=\"5\" cellspacing=\"0\">"; if (headers.length > 0) { text...

- hyperkube: Use debian-hyperkube-base@v1.1.0 image
  
    A previous release built hyperkube using the debian-hyperkube-base@v1.0.0,
    which was updated to address a CVE in the CNI plugins.
    
    A side-effect of using this new image was that the networking packages
    (namely `iptables`) drifted from the versions used in the kube-proxy images.
  

* **同一程序**可以有**多个进程**同时运行。

如果您检查操作系统中的“任务管理器”或“系统监视器”（或类似工具），您将能够看到许多正在运行的进程。

例如，您可能会看到有多个进程运行同一个浏览器程序（Firefox、Chrome、Edge 等）。 他们通常每个tab运行一个进程，再加上一些其他额外的进程。

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

---

现在我们知道了术语“进程”和“程序”之间的区别，让我们继续讨论部署。

## 启动时运行

在大多数情况下，当您创建 Web API 时，您希望它**始终运行**、不间断，以便您的客户端始终可以访问它。 这是当然的，除非您有特定原因希望它仅在某些情况下运行，但大多数时候您希望它不断运行并且**可用**。

///

### 查看文档

现在，使用 Uvicorn 启动应用，打开 <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs。</a>

就能看到文档的*路径操作*已经包含了**回调**的内容以及*外部 API*：

////

Но объявление типа приветствуется, так как в этом случае ваш редактор будет знать, что будет передано в качестве параметра `commons`, и тогда он сможет помочь вам с автодополнением, проверкой типов и т.д:

<img src="/img/tutorial/dependencies/image02.png">

## Сокращение

Но вы видите, что здесь мы имеем некоторое повторение кода, дважды написав `CommonQueryParams`:

//// tab | Python 3.6+ без Annotated

Если посмотреть на сгенерированную документацию, вы можете убедиться, что в ней присутствуют обе JSON схемы - как для входной модели, так и для выходной:

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

И также обе модели будут использованы в интерактивной документации API:

<img src="/img/tutorial/response-model/image02.png">

## Другие аннотации типов

of ",groupCheckedEnd:" item(s)",badCreditCard:"The credit card number is not correct",badCVV:"The CVV number was not correct",wrongFileDim:"Incorrect image dimensions,",imageTooTall:"the image can not be taller than",imageTooWide:"the image can not be wider than",imageTooSmall:"the image was too small",min:"min",max:"max",imageRatioNotAccepted:"Image ratio is not be accepted",badBrazilTelephoneAnswer:"The phone number entered is invalid",badBrazilCEPAnswer:"The CEP entered is invalid",badBrazilCPFAnswer:"The...