singleNode = true
				}

				if len(node.disks) <= i {
					stopping = true
					continue
				}
				if stopping {
					return layout, errors.New("number of disks per node does not match")
				}
				eps = append(eps, node.disks[i])
			}
			if stopping {
				break
			}
		}

		for _, node := range endpointsList {
			if node.nodeName != "" && singleNode {

```

////

/// tip

We'll discuss the `@lru_cache` in a bit.

For now you can assume `get_settings()` is a normal function.

///

And then we can require it from the *path operation function* as a dependency and use it anywhere we need it.

//// tab | Python 3.9+

```Python hl_lines="17  19-21"
{!> ../../docs_src/settings/app02_an_py39/main.py!}
```

////

                        "content": {
                            "application/json": {



...
```

#### OpenAPI dùng để làm gì?

Cấu trúc OpenAPI là sức mạnh của tài liệu tương tác.

Và có hàng tá các bản thay thế, tất cả đều dựa trên OpenAPI. Bạn có thể dễ dàng thêm bất kì bản thay thế bào cho ứng dụng của bạn được xây dựng với **FastAPI**.

    /** The key of the message: {item} must be in the past. */
    public static final String CONSTRAINTS_Past_MESSAGE = "{constraints.Past.message}";

    /** The key of the message: {item} must match "{regexp}". */
    public static final String CONSTRAINTS_Pattern_MESSAGE = "{constraints.Pattern.message}";

    /** The key of the message: Size of {item} must be between {min} and {max}. */

    checkNotNull(seq);
    if (index < end) {
      char c1 = seq.charAt(index++);
      if (c1 < Character.MIN_HIGH_SURROGATE || c1 > Character.MAX_LOW_SURROGATE) {
        // Fast path (first test is probably all we need to do)
        return c1;
      } else if (c1 <= Character.MAX_HIGH_SURROGATE) {
        // If the high surrogate was the last character, return its inverse
        if (index == end) {

        def projectDir = 'C:\\tcagent1\\work\\f63322e10dd6b396\\'

        expect:
        (line =~ KillLeakingJavaProcesses.generateLeakingProcessKillPattern(projectDir)).find()
    }

    def "does not match worker process started by main build VM on Windows"() {

			return
		}

		errResp := objectAttributesErrorResponse{
			ArgumentName:  &argumentName,
			ArgumentValue: &argumentValue,
			APIErrorResponse: getAPIErrorResponse(
				ctx,
				apiErr,
				r.URL.Path,
				w.Header().Get(xhttp.AmzRequestID),
				w.Header().Get(xhttp.AmzRequestHostID),
			),
		}

		writeResponse(w, apiErr.HTTPStatusCode, encodeResponse(errResp), mimeXML)
	}()

<img src="/img/tutorial/generate-clients/image04.png">

响应(response)对象也拥有自动补全:

<img src="/img/tutorial/generate-clients/image05.png">

## 带有标签的 FastAPI 应用

在许多情况下，你的FastAPI应用程序会更复杂，你可能会使用标签来分隔不同组的*路径操作(path operations)*。

例如，您可以有一个用 `items` 的部分和另一个用于 `users` 的部分，它们可以用标签来分隔：

//// tab | Python 3.9+

```Python hl_lines="21  26  34"
{!> ../../docs_src/generate_clients/tutorial002_py39.py!}
```

////

```mermaid
sequenceDiagram

participant client as Client
participant handler as Exception handler
participant dep as Dep with yield
participant operation as Path Operation
participant tasks as Background tasks

    Note over client,tasks: Can raise exception for dependency, handled after response is sent

- Reverts graceful node shutdown to match 1.21 behavior of setting pods that have not yet successfully completed to "Failed" phase if the GracefulNodeShutdown feature is enabled in kubelet. The GracefulNodeShutdown feature is beta and must be explicitly configured via kubelet config to be enabled in 1.21+. This changes 1.22 and 1.23 behavior on node shutdown to match 1.21. If you do not want pods to be marked terminated on node shutdown in 1.22 and 1.23,...