响应对象同样有自动补全：

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

## 带有标签的 FastAPI 应用 { #fastapi-app-with-tags }

很多情况下，你的 FastAPI 应用会更大，你可能会用标签来划分不同组的*路径操作*。

例如，你可以有一个 **items** 相关的部分和另一个 **users** 相关的部分，它们可以用标签来分隔：

{* ../../docs_src/generate_clients/tutorial002_py310.py hl[21,26,34] *}

### 生成带标签的 TypeScript 客户端 { #generate-a-typescript-client-with-tags }

如果你为使用了标签的 FastAPI 应用生成客户端，通常也会根据标签来拆分客户端代码。

      // This also avoids a race where if outputFuture is cancelled, it will call taskFuture.cancel,
      // which will call newFuture.setFuture(oldFuture), to allow the next task in the queue to run
      // without waiting for the user's executor to run our submitted Runnable. However, this can
      // interact poorly with the reentrancy-avoiding behavior of this executor - when the operation

Username: `johndoe`
Password: `secret`

/// check | 확인

코드 어디에도 평문 패스워드 "`secret`"은 없고, 해시된 버전만 있다는 점에 유의하십시오.

///

<img src="/img/tutorial/security/image08.png">

엔드포인트 `/users/me/`를 호출하면 다음과 같은 응답을 받게 됩니다:

```JSON
{
  "username": "johndoe",
  "email": "******@****.***",
  "full_name": "John Doe",
  "disabled": false
}
```

A survey conducted in early 2019 by the working group (WG) Long Term Support (LTS) showed that a significant subset of Kubernetes end-users fail to upgrade within the previous 9-month support period. 
A yearly support period provides the cushion end-users appear to desire, and is more in harmony with familiar annual planning cycles.

## Known Issues

 * </pre>
 *
 * <h2>Optional Configuration</h2>
 * <pre>
 * # User attribute mapping
 * saml.attribute.group.name=groups
 * saml.attribute.role.name=roles
 *
 * # Default groups/roles for authenticated users
 * saml.default.groups=user
 * saml.default.roles=user
 * </pre>
 *
 * <h2>Security Settings (Production)</h2>
 * <p>For production environments, consider enabling these security features:</p>
 * <pre>

 * hash codes in a manner consistent with that equivalence. Two examples of equivalences are the
 * {@linkplain #identity() identity equivalence} and the {@linkplain #equals "equals" equivalence}.
 *
 * <p><b>For users targeting Android API level 24 or higher:</b> This class will eventually
 * implement {@code BiPredicate<T, T>} (as it does in the main Guava artifact), but we currently

回應物件同樣有自動完成：

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

## 含標籤的 FastAPI 應用 { #fastapi-app-with-tags }

在許多情況下，你的 FastAPI 應用會更大，你可能會用標籤將不同群組的 *路徑操作* 分開。

例如，你可以有一個 **items** 區塊與另一個 **users** 區塊，並透過標籤區分：

{* ../../docs_src/generate_clients/tutorial002_py310.py hl[21,26,34] *}

### 使用標籤產生 TypeScript 用戶端 { #generate-a-typescript-client-with-tags }

若你為使用標籤的 FastAPI 應用產生用戶端，產生器通常也會依標籤將用戶端程式碼分開。

 * AsyncCacheLoader.asyncLoad}</a> must return a {@code CompletableFuture}. Users of Guava's {@link
 * com.google.common.util.concurrent.ListenableFuture} can adapt between the two {@code Future}
 * types by using <a href="https://github.com/lukas-krecan/future-converter#java8-guava">{@code

- Fix handling of aws-load-balancer-security-groups annotation. Security-Groups assigned with this annotation are no longer modified by kubernetes which is the expected behaviour of most users. Also no unnecessary Security-Groups are created anymore if this annotation is used. ([#88691](https://github.com/kubernetes/kubernetes/pull/88691), [@Elias481](https://github.com/Elias481)) [SIG Cloud Provider]

import java.util.Comparator;
import java.util.Iterator;
import java.util.List;
import org.jspecify.annotations.Nullable;

/**
 * Provides static methods for working with {@code Collection} instances.
 *
 * <p><b>Java 8+ users:</b> several common uses for this class are now more comprehensively
 * addressed by the new {@link java.util.stream.Stream} library. Read the method documentation below