Follow these steps to run the Spark Pi example:

- Login as user **‘spark’**.
- When the job runs, the library can now use **MinIO** during intermediate processing.

#### Deploy to other cloud providers { #deploy-to-other-cloud-providers }

FastAPI is open source and based on standards. You can deploy FastAPI apps to any cloud provider you choose.

Follow your cloud provider's guides to deploy FastAPI apps with them. 🤓

## Recap { #recap }

* Import `FastAPI`.
* Create an `app` instance.
* Write a **path operation decorator** using decorators like `@app.get("/")`.

	*scanner
	emitDepth     int
	maxDepth      int
	emitKV        bool
	emitRecursive bool
	objectAsKVS   bool

	depth   int
	scratch *scratch
	metaCh  chan *MetaValue
	err     error

	// follow line position to add context to errors
	lineNo    int
	lineStart int64
}

// NewDecoder creates new Decoder to read JSON values at the provided
// emitDepth from the provider io.Reader.

   * href="http://en.wikipedia.org/wiki/Lexicographical_order">lexicographically</a>. That is, it
   * compares, using {@link #compare(boolean, boolean)}), the first pair of values that follow any
   * common prefix, or when one array is a prefix of the other, treats the shorter array as the
   * lesser. For example, {@code [] < [false] < [false, true] < [true]}.
   *

      if (mappings.containsKey(var)) {
        // Mapping already established
        // This is possible when following both superClass -> enclosingClass
        // and enclosingclass -> superClass paths.
        // Since we follow the path of superclass first, enclosing second,
        // superclass mapping should take precedence.
        return;
      }
      // First, check whether var -> arg forms a cycle

   * deleteDirectoryContents thousands of times on a directory whose subtree contains the file
   * that's switching between directory and symlink to try to ensure that under no circumstance does
   * deleteDirectoryContents follow the symlink to the other directory and delete that directory's
   * contents.
   *
   * <p>We can only test this with a file system that supports SecureDirectoryStream, because it's

* Notícias sobre FastAPI e amigos 🚀
* Tutoriais 📝
* Funcionalidades ✨
* Mudanças incompatíveis 🚨
* Dicas e truques ✅

## Siga o FastAPI no X (Twitter) { #follow-fastapi-on-x-twitter }

[Siga @fastapi no **X (Twitter)**](https://x.com/fastapi) para receber as últimas notícias sobre o **FastAPI**. 🐦

## Dê uma estrela ao **FastAPI** no GitHub { #star-fastapi-in-github }

    It notifies your listener if OkHttp will retry.

 *  New: `EventListener.followUpDecision()` is called each time a response is received. It notifies
    your listener if OkHttp has decided to make a follow-up request. Some common follow-ups are
    authentication challenges and redirects.

 *  New: Handy constants for `Headers.EMPTY`, `RequestBody.EMPTY`, and `ResponseBody.EMPTY`.

   * field name.
   *
   * @since 20.0
   */
  public static final String FORWARDED = "Forwarded";

  /**
   * The HTTP {@code Follow-Only-When-Prerender-Shown} header field name.
   *
   * @since 17.0
   */
  public static final String FOLLOW_ONLY_WHEN_PRERENDER_SHOWN = "Follow-Only-When-Prerender-Shown";

  /** The HTTP {@code Host} header field name. */
  public static final String HOST = "Host";

  /**

而且也有多種方式可以取得協助。

## 訂閱電子報 { #subscribe-to-the-newsletter }

你可以訂閱（不常發送的）[**FastAPI 與夥伴**電子報](newsletter.md)，隨時掌握：

* 關於 FastAPI 與夥伴的最新消息 🚀
* 教學指南 📝
* 新功能 ✨
* 破壞性變更 🚨
* 小技巧與祕訣 ✅

## 在 X（Twitter）關注 FastAPI { #follow-fastapi-on-x-twitter }

[在 **X（Twitter）** 關注 @fastapi](https://x.com/fastapi)，獲取 **FastAPI** 的最新消息。🐦

## 在 GitHub 為 **FastAPI** 加星 { #star-fastapi-in-github }