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华为云API人脸识别服务FRS的感知力—偷偷藏不住的你_华为云人脸识别 detectfacebyfilerequestbody

作者：小小林熬夜学编程 | 2024-04-06 00:44:02

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华为云人脸识别 detectfacebyfilerequestbody

云服务、API、SDK，调试，查看，我都行

阅读短文您可以学习到：人工智能AI人脸的识别、检测、搜索、比对

1、IntelliJ IDEA 之API插件介绍

API插件支持 VS Code IDE、IntelliJ IDEA等平台、以及华为云自研 CodeArts IDE，基于华为云服务提供的能力，帮助开发者更高效、便捷的搭建应用。API插件关联华为云服务下的 API Explorer、DevStar、CodeLabs、SDK 中心和 CLI 中心产品，致力于为开发者提供更稳定、快速、安全的编程体验。

在本插件中，我们提供了但不局限于如下的功能：

对接华为云API开放平台，支持用户检索API、查看API文档、调试API、以及提供SDK示例代码供用户学习如何使用API。

提供华为云SDK代码片段补全功能，SDK依赖包自动引入，加速用户集成华为云API。

对接华为云开发体验馆Codelabs，提供500+云服务代码示例，向导式教程帮助用户快速学习。

说明：

在IntelliJ IDEA等系列平台和VS Code IDE，华为云API插件的名称是Huawei Cloud API。而在CodeArts IDE，API插件是IDE原生内置的，名称是华为云API开发套件。

API插件在IntelliJ IDEA等系列平台和VS Code IDE的使用依赖底座插件，请提前安装底座插件。

2、API插件安装--IntelliJ IDEA

2.1 IntelliJ IDEA等平台

安装准备：下载并安装JDK1.8或更高版本。下载并安装IntelliJ IDEA 2020.2或更高版本。

须知：IntellIj平台同时支撑包括Goland、Pycharm等在内的IDE，若在其它相关IDE上开发，请下载配置好对应语言的编译器或者解释器。这里以IDEA为例介绍IntelliJ平台插件的安装流程，其他IntelliJ系列的IDE请参考IDEA。

开始安装：

您可以在直接在IDE插件市场或者直接在JetBrains插件市场下载离线包安装。

https://developer.huaweicloud.com/develop/toolkit.html

IDE安装

  1. 在IntelliJ IDEA顶部菜单栏中选择File > Settings，在Settings对话框的左侧导航栏中单击Plugins。
  2. Plugins区域单击Marketplace,在搜索栏中输入Huawei Cloud API。
  3. Search Results区域会出现Huawei Cloud API，单击Install，完成后重启IDE。

离线包安装：

  1. 进入插件市场搜索Huawei Cloud API，进入插件详情页，在Versions页签下选择想要版本的API插件，点击Download下载离线的插件压缩包保存到本地。。
  2. 在IntelliJ IDEA顶部菜单栏中选择File > Settings，在Settings对话框的左侧导航栏中单击Plugins。
  3. 在Plugins区域单击 ，再单击Install Plugin from Disk...。
  4. 在Choose Plugin File对话框中选择离线安装包（不用解压），并按照IntelliJ IDEA安装页面的提示，完成后续安装步骤。

说明：若当前您想要安装插件的IntelliJ IDE已经在桌面打开，则进入插件市场搜索Huawei Cloud API，进入插件详情页，在右上角会识别到本地已经打开的IDE，点击相应按钮，在弹出的IDE窗口中点击ok，则IDE后台会开始安装相应版本的API插件。

安装验证：在IntelliJ系列平台上安装插件成功后在左侧的导航栏中可以看到Huawei Cloud Toolkit图标，点击后面板会出现Huawei Cloud API的字样，则说明安装成功。

2.2 华为云API

Toolkit-华为云

左侧展示API列表，可以查询所有API，目前云服务206，APIs9213

3、抓住偷偷藏不住的你

3.1 前期准备

华为云提供了人脸识别服务端SDK，您可以直接集成服务端SDK来调用人脸识别服务的相关API，从而实现对人脸识别服务的快速操作。

该示例展示了如何通过Java版SDK实现人脸识别。

开发前准备：

  • 已注册华为云，并完成实名认证 。
  • 已订阅人脸识别服务。
  • 已具备开发环境，支持Java JDK 1.8及其以上版本。
  • 已获取华为云账号对应的Access Key（AK）和Secret Access Key（SK）。请在华为云控制台“我的凭证 > 访问密钥”页面上创建和查看您的AK/SK。具体请参见 访问密钥 。
  • 已获取直播服务对应区域的项目ID，请在华为云控制台“我的凭证 > API凭证”页面上查看项目ID。具体请参见 API凭证。

安装SDK：

您可以通过Maven配置所依赖的人脸识别服务SDK

  1. <dependency>
  2.  
  3.     <groupId>com.huaweicloud.sdk</groupId>
  4.  
  5.     <artifactId>huaweicloud-sdk-frs</artifactId>
  6.  
  7.     <version>3.1.19</version>
  8.  
  9. </dependency>

开始使用：

导入依赖模块

  1. import com.huaweicloud.sdk.core.auth.ICredential;
  2.  
  3. import com.huaweicloud.sdk.core.auth.BasicCredentials;
  4.  
  5. import com.huaweicloud.sdk.core.exception.ConnectionException;
  6.  
  7. import com.huaweicloud.sdk.core.exception.RequestTimeoutException;
  8.  
  9. import com.huaweicloud.sdk.core.exception.ServiceResponseException;

//v2版本sdk

  1. import com.huaweicloud.sdk.frs.v2.region.FrsRegion;
  2.  
  3. import com.huaweicloud.sdk.frs.v2.*;
  4.  
  5. import com.huaweicloud.sdk.frs.v2.model.*;

初始化认证信息

  1. public static ICredential getCredential(String ak, String sk) {
  2.  
  3.     return new BasicCredentials()
  4.  
  5.             .withAk(ak)
  6.  
  7.             .withSk(sk);
  8.  
  9. }

相关参数说明如下所示：

ak：华为云账号Access Key。

sk：华为云账号Secret Access Key 。

初始化人脸识别服务的客户端

  1. public static FrsClient getClient(Region region, ICredential auth) {
  2.  
  3.     // 初始化人脸识别服务的客户端
  4.  
  5.     return FrsClient.newBuilder()
  6.  
  7.             .withCredential(auth)
  8.  
  9.             .withRegion(region) // 选择服务所在区域 FrsRegion.CN_NORTH_4
  10.  
  11.             .build();
  12.  
  13. }

相关参数说明如下所示：

service region: 服务所在区域，例如：

CN_NORTH_1 北京一

CN_NORTH_4 北京四

SDK demo代码解析

3.2 人脸识别/检测

  1. DetectFaceByBase64Request detectRequest = new DetectFaceByBase64Request();
  2. FaceDetectBase64Req faceDetectBase64Req = new FaceDetectBase64Req();
  3. faceDetectBase64Req.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  4. faceDetectBase64Req.withAttributes("2");
  5. detectRequest.setBody(faceDetectBase64Req);
  6. try {
  7.     DetectFaceByBase64Response detectResponse = client.detectFaceByBase64(detectRequest);
  8.     System.out.println(detectResponse.toString());
  9. } catch (ConnectionException e) {
  10.     e.printStackTrace();
  11. } catch (RequestTimeoutException e) {
  12.     e.printStackTrace();
  13. } catch (ServiceResponseException e) {
  14.     e.printStackTrace();
  15.     System.out.println(e.getHttpStatusCode());
  16.     System.out.println(e.getErrorCode());
  17.     System.out.println(e.getErrorMsg());
  18. }
  19. 3.2.1	人脸比对
  20. CompareFaceByBase64Request compareRequest = new CompareFaceByBase64Request();
  21. FaceCompareBase64Req faceCompareBase64Req = new FaceCompareBase64Req();
  22. faceCompareBase64Req.withImage1Base64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  23. faceCompareBase64Req.withImage2Base64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  24. compareRequest.withBody(faceCompareBase64Req);
  25. try {
  26.     CompareFaceByBase64Response compareResponse = client.compareFaceByBase64(compareRequest);
  27.     System.out.println(compareResponse.toString());
  28. } catch (ConnectionException e) {
  29.     e.printStackTrace();
  30. } catch (RequestTimeoutException e) {
  31.     e.printStackTrace();
  32. } catch (ServiceResponseException e) {
  33.     e.printStackTrace();
  34.     System.out.println(e.getHttpStatusCode());
  35.     System.out.println(e.getErrorCode());
  36.     System.out.println(e.getErrorMsg());
  37. }

3.2.2 人脸搜索

  1. SearchFaceByBase64Request searchRequest = new SearchFaceByBase64Request();
  2. searchRequest.withFaceSetName("face_set_name");
  3. FaceSearchBase64Req faceSearchBase64Req = new FaceSearchBase64Req();
  4. List<Map<String, String>> listbodySort = new ArrayList<>();
  5. Map<String, String> map = new HashMap<>();
  6. map.put("timestamp","asc");
  7. listbodySort.add(map);
  8. List<String> listbodyReturnFields = new ArrayList<>();
  9. listbodyReturnFields.add("timestamp");
  10. listbodyReturnFields.add("id");
  11. faceSearchBase64Req.withSort(listbodySort);
  12. faceSearchBase64Req.withReturnFields(listbodyReturnFields);
  13. faceSearchBase64Req.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  14. searchRequest.withBody(faceSearchBase64Req);
  15. try {
  16.     SearchFaceByBase64Response searchResponse = client.searchFaceByBase64(searchRequest);
  17.     System.out.println(searchResponse.toString());
  18. } catch (ConnectionException e) {
  19.     e.printStackTrace();
  20. } catch (RequestTimeoutException e) {
  21.     e.printStackTrace();
  22. } catch (ServiceResponseException e) {
  23.     e.printStackTrace();
  24.     System.out.println(e.getHttpStatusCode());
  25.     System.out.println(e.getErrorCode());
  26.     System.out.println(e.getErrorMsg());
  27. }

创建人脸库

  1. CreateFaceSetRequest createFaceSetRequest = new CreateFaceSetRequest();
  2. CreateFaceSetReq createFaceSetReq = new CreateFaceSetReq();
  3. createFaceSetReq.withFaceSetName("face_set_name");
  4. Map<String, TypeInfo> stringTypeInfoMap = new HashMap<>();
  5. TypeInfo typeInfo = new TypeInfo();
  6. typeInfo.withType("long");
  7. stringTypeInfoMap.put("timestamp", typeInfo);
  8. createFaceSetReq.withExternalFields(stringTypeInfoMap);
  9. createFaceSetRequest.withBody(createFaceSetReq);
  10. try {
  11.     CreateFaceSetResponse createFaceSetResponse = client.createFaceSet(createFaceSetRequest);
  12.     System.out.println(createFaceSetResponse.toString());
  13. } catch (ConnectionException e) {
  14.     e.printStackTrace();
  15. } catch (RequestTimeoutException e) {
  16.     e.printStackTrace();
  17. } catch (ServiceResponseException e) {
  18.     e.printStackTrace();
  19.     System.out.println(e.getHttpStatusCode());
  20.     System.out.println(e.getErrorCode());
  21.     System.out.println(e.getErrorMsg());
  22. }

查询人脸库

  1. ShowFaceSetRequest showFaceSetRequest = new ShowFaceSetRequest();
  2. showFaceSetRequest.withFaceSetName("face_set_name");
  3. try {
  4.     ShowFaceSetResponse showFaceSetResponse = client.showFaceSet(showFaceSetRequest);
  5.     System.out.println(showFaceSetResponse.toString());
  6. } catch (ConnectionException e) {
  7.     e.printStackTrace();
  8. } catch (RequestTimeoutException e) {
  9.     e.printStackTrace();
  10. } catch (ServiceResponseException e) {
  11.     e.printStackTrace();
  12.     System.out.println(e.getHttpStatusCode());
  13.     System.out.println(e.getErrorCode());
  14.     System.out.println(e.getErrorMsg());
  15. }

查询所有人脸库

  1. ShowAllFaceSetsRequest showAllFaceSetsRequest = new ShowAllFaceSetsRequest();
  2. try {
  3.     ShowAllFaceSetsResponse showAllFaceSetsResponse = client.showAllFaceSets(showAllFaceSetsRequest);
  4.     System.out.println(showAllFaceSetsResponse.toString());
  5. } catch (ConnectionException e) {
  6.     e.printStackTrace();
  7. } catch (RequestTimeoutException e) {
  8.     e.printStackTrace();
  9. } catch (ServiceResponseException e) {
  10.     e.printStackTrace();
  11.     System.out.println(e.getHttpStatusCode());
  12.     System.out.println(e.getErrorCode());
  13.     System.out.println(e.getErrorMsg());
  14. }

删除人脸库

  1. DeleteFaceSetRequest deleteFaceSetRequest = new DeleteFaceSetRequest();
  2. deleteFaceSetRequest.withFaceSetName("face_set_name");
  3. try {
  4.     DeleteFaceSetResponse deleteFaceSetResponse = client.deleteFaceSet(deleteFaceSetRequest);
  5.     System.out.println(deleteFaceSetResponse.toString());
  6. } catch (ConnectionException e) {
  7.     e.printStackTrace();
  8. } catch (RequestTimeoutException e) {
  9.     e.printStackTrace();
  10. } catch (ServiceResponseException e) {
  11.     e.printStackTrace();
  12.     System.out.println(e.getHttpStatusCode());
  13.     System.out.println(e.getErrorCode());
  14.     System.out.println(e.getErrorMsg());
  15. }

添加人脸

  1. //add face
  2. AddFacesByBase64Request addFacesByBase64Request = new AddFacesByBase64Request();
  3. addFacesByBase64Request.withFaceSetName("face_set_name");
  4. AddFacesBase64Req addFacesBase64Req = new AddFacesBase64Req();
  5. addFacesBase64Req.withExternalFields("{\"timestamp\":12}");
  6. addFacesBase64Req.withImageBase64("9j/4AAQSkZJRgABAQAAAQABAAD...");
  7. addFacesByBase64Request.withBody(addFacesBase64Req);
  8. try {
  9.     AddFacesByBase64Response addFacesByBase64Response = client.addFacesByBase64(addFacesByBase64Request);
  10.     System.out.println(addFacesByBase64Response.toString());
  11. } catch (ConnectionException e) {
  12.     e.printStackTrace();
  13. } catch (RequestTimeoutException e) {
  14.     e.printStackTrace();
  15. } catch (ServiceResponseException e) {
  16.     e.printStackTrace();
  17.     System.out.println(e.getHttpStatusCode());
  18.     System.out.println(e.getErrorCode());
  19.     System.out.println(e.getErrorMsg());
  20. }

删除人脸

  1. //delete face by faceId
  2. DeleteFaceByFaceIdRequest deleteFaceByFaceIdRequest = new DeleteFaceByFaceIdRequest();
  3. deleteFaceByFaceIdRequest.withFaceSetName("face_set_name");
  4. deleteFaceByFaceIdRequest.withFaceId("iexEBb6t");
  5. try {
  6.     DeleteFaceByFaceIdResponse deleteFaceByFaceIdResponse = client.deleteFaceByFaceId(deleteFaceByFaceIdRequest);
  7.     System.out.println(deleteFaceByFaceIdResponse.toString());
  8. } catch (ConnectionException e) {
  9.     e.printStackTrace();
  10. } catch (RequestTimeoutException e) {
  11.     e.printStackTrace();
  12. } catch (ServiceResponseException e) {
  13.     e.printStackTrace();
  14.     System.out.println(e.getHttpStatusCode());
  15.     System.out.println(e.getErrorCode());
  16.     System.out.println(e.getErrorMsg());
  17. }

批量删除人脸

  1. BatchDeleteFacesRequest batchDeleteFacesRequest = new BatchDeleteFacesRequest();
  2. batchDeleteFacesRequest.withFaceSetName("face_set_name");
  3. DeleteFacesBatchReq deleteFacesBatchReq = new DeleteFacesBatchReq();
  4. deleteFacesBatchReq.withFilter("age:[20 TO 30]");
  5. batchDeleteFacesRequest.withBody(deleteFacesBatchReq);
  6. try {
  7.     BatchDeleteFacesResponse batchDeleteFacesResponse = client.batchDeleteFaces(batchDeleteFacesRequest);
  8.     System.out.println(batchDeleteFacesResponse.toString());
  9. } catch (ConnectionException e) {
  10.     e.printStackTrace();
  11. } catch (RequestTimeoutException e) {
  12.     e.printStackTrace();
  13. } catch (ServiceResponseException e) {
  14.     e.printStackTrace();
  15.     System.out.println(e.getHttpStatusCode());
  16.     System.out.println(e.getErrorCode());
  17.     System.out.println(e.getErrorMsg());
  18. }

更新人脸

  1. UpdateFaceRequest updateFaceRequest = new UpdateFaceRequest();
  2. updateFaceRequest.withFaceSetName("face_set_name");
  3. UpdateFaceReq updateFaceReq = new UpdateFaceReq();
  4. updateFaceReq.withFaceId("iexEBb6t");
  5. updateFaceRequest.withBody(updateFaceReq);
  6. try {
  7.     UpdateFaceResponse response = client.updateFace(updateFaceRequest);
  8.     System.out.println(response.toString());
  9. } catch (ConnectionException e) {
  10.     e.printStackTrace();
  11. } catch (RequestTimeoutException e) {
  12.     e.printStackTrace();
  13. } catch (ServiceResponseException e) {
  14.     e.printStackTrace();
  15.     System.out.println(e.getHttpStatusCode());
  16.     System.out.println(e.getErrorCode());
  17.     System.out.println(e.getErrorMsg());
  18. }

查询人脸

  1. //show faces by faceId
  2. ShowFacesByFaceIdRequest showFacesByFaceIdRequest = new ShowFacesByFaceIdRequest();
  3. showFacesByFaceIdRequest.withFaceSetName("face_set_name");
  4. showFacesByFaceIdRequest.withFaceId("iexEBb6t");
  5. try {
  6.     ShowFacesByFaceIdResponse response = client.showFacesByFaceId(showFacesByFaceIdRequest);
  7.     System.out.println(response.toString());
  8. } catch (ConnectionException e) {
  9.     e.printStackTrace();
  10. } catch (RequestTimeoutException e) {
  11.     e.printStackTrace();
  12. } catch (ServiceResponseException e) {
  13.     e.printStackTrace();
  14.     System.out.println(e.getHttpStatusCode());
  15.     System.out.println(e.getErrorCode());
  16.     System.out.println(e.getErrorMsg());
  17. }

3.3 活体识别/检测

3.3.1 动作活体检测

  1. //detect live by base64
  2. DetectLiveByBase64Request request = new DetectLiveByBase64Request();
  3. LiveDetectBase64Req body = new LiveDetectBase64Req();
  4. body.withActions("1,2,3,4");
  5. body.withVideoBase64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  6. request.withBody(body);
  7. try {
  8.     DetectLiveByBase64Response response = client.detectLiveByBase64(request);
  9.     System.out.println(response.toString());
  10. } catch (ConnectionException e) {
  11.     e.printStackTrace();
  12. } catch (RequestTimeoutException e) {
  13.     e.printStackTrace();
  14. } catch (ServiceResponseException e) {
  15.     e.printStackTrace();
  16.     System.out.println(e.getHttpStatusCode());
  17.     System.out.println(e.getErrorCode());
  18.     System.out.println(e.getErrorMsg());
  19. }

3.3.2默活体检测

  1. //detect live face by base64
  2. DetectLiveFaceByBase64Request request = new DetectLiveFaceByBase64Request();
  3. LiveDetectFaceBase64Req body = new LiveDetectFaceBase64Req();
  4. body.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  5. request.withBody(body);
  6. try {
  7.     DetectLiveFaceByBase64Response response = client.detectLiveFaceByBase64(request);
  8.     System.out.println(response.toString());
  9. } catch (ConnectionException e) {
  10.     e.printStackTrace();
  11. } catch (RequestTimeoutException e) {
  12.     e.printStackTrace();
  13. } catch (ServiceResponseException e) {
  14.     e.printStackTrace();
  15.     System.out.println(e.getHttpStatusCode());
  16.     System.out.println(e.getErrorCode());
  17.     System.out.println(e.getErrorMsg());
  18. }

3.4人脸搜索

  1. SearchFaceByBase64Request searchRequest = new SearchFaceByBase64Request();
  2. searchRequest.withFaceSetName("face_set_name");
  3. FaceSearchBase64Req faceSearchBase64Req = new FaceSearchBase64Req();
  4. List<Map<String, String>> listbodySort = new ArrayList<>();
  5. Map<String, String> map = new HashMap<>();
  6. map.put("timestamp","asc");
  7. listbodySort.add(map);
  8. List<String> listbodyReturnFields = new ArrayList<>();
  9. listbodyReturnFields.add("timestamp");
  10. listbodyReturnFields.add("id");
  11. faceSearchBase64Req.withSort(listbodySort);
  12. faceSearchBase64Req.withReturnFields(listbodyReturnFields);
  13. faceSearchBase64Req.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  14. searchRequest.withBody(faceSearchBase64Req);
  15. try {
  16.     SearchFaceByBase64Response searchResponse = client.searchFaceByBase64(searchRequest);
  17.     System.out.println(searchResponse.toString());
  18. } catch (ConnectionException e) {
  19.     e.printStackTrace();
  20. } catch (RequestTimeoutException e) {
  21.     e.printStackTrace();
  22. } catch (ServiceResponseException e) {
  23.     e.printStackTrace();
  24.     System.out.println(e.getHttpStatusCode());
  25.     System.out.println(e.getErrorCode());
  26.     System.out.println(e.getErrorMsg());
  27. }

3.5 人脸比对

  1. CompareFaceByBase64Request compareRequest = new CompareFaceByBase64Request();
  2. FaceCompareBase64Req faceCompareBase64Req = new FaceCompareBase64Req();
  3. faceCompareBase64Req.withImage1Base64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  4. faceCompareBase64Req.withImage2Base64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  5. compareRequest.withBody(faceCompareBase64Req);
  6. try {CompareFaceByBase64Request compareRequest = new CompareFaceByBase64Request();
  7. FaceCompareBase64Req faceCompareBase64Req = new FaceCompareBase64Req();
  8. faceCompareBase64Req.withImage1Base64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  9. faceCompareBase64Req.withImage2Base64("/9j/4AAQSkZJRgABAQAAAQABAAD...");
  10. compareRequest.withBody(faceCompareBase64Req);
  11. try {
  12.     CompareFaceByBase64Response compareResponse = client.compareFaceByBase64(compareRequest);
  13.     System.out.println(compareResponse.toString());
  14. } catch (ConnectionException e) {
  15.     e.printStackTrace();
  16. } catch (RequestTimeoutException e) {
  17.     e.printStackTrace();
  18. } catch (ServiceResponseException e) {
  19.     e.printStackTrace();
  20.     System.out.println(e.getHttpStatusCode());
  21.     System.out.println(e.getErrorCode());
  22.     System.out.println(e.getErrorMsg());
  23. }
  24.     CompareFaceByBase64Response compareResponse = client.compareFaceByBase64(compareRequest);
  25.     System.out.println(compareResponse.toString());
  26. } catch (ConnectionException e) {
  27.     e.printStackTrace();
  28. } catch (RequestTimeoutException e) {
  29.     e.printStackTrace();
  30. } catch (ServiceResponseException e) {
  31.     e.printStackTrace();
  32.     System.out.println(e.getHttpStatusCode());
  33.     System.out.println(e.getErrorCode());
  34.     System.out.println(e.getErrorMsg());
  35. }

4、偷偷藏不住的你

身份验证

使用人脸检测与比对功能，可进行身份核实，适用于机场、海关等人证合一验证场景。

电子考勤

人脸检测及比对功能适用于客户企业对员工进行电子考勤。

客流分析

客流分析对于商场具有重要价值。基于人脸识别、搜索技术，帮助客户精准营销。

5、参考文献

https://support.huaweicloud.com/usermanual-cbs/cbs_01_0029.html

https://console.huaweicloud.com/cbs/?region=cn-north-4#/cbs/management/skills

6、体验插件的魅力

华为云devkit已上线：https://developer.huaweicloud.com/develop/toolkit.html

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