阿里云内容审核(企业项目全部使用流程)+全部代码流程+对返回内容封装

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阿里云内容审核(企业项目全部使用流程)+全部代码流程+对返回内容封装

一、准备

开通阿里安全内容管理账号，获取AccessKey_ID、AccessKey_Secret

二、代码开发

1、配置密钥

这里使用了本地配置文件application.properties中配置如下

# 内容审核
AccessKey_ID=**************
AccessKey_Secret=**************

获取该密钥：在编写获取阿里审核的service层直接引用即可

@Value("${AccessKey_Secret}")private String AccessKey_Secret;@Value("${AccessKey_ID}")private String AccessKey_ID;

2、查看内容审核返回模板

阿里内容审核返回结果详情地址

1. 判断内容是否有违规
   
   该字段用于区分此次内容审核里是否存在违规内容，除了pass外，其他都为违规，可以根据业务自行定义。
2. 判断违规类型触发的违规字段名称
   一句话中可能出现多个违规语句，会存放在details中一起返回，通过contexts进而对不同违规类型做区分
3. 违规类型label字段含义
   
   由于类型太多，所以使用枚举类进行封装，并且输入时可以根据返回的内容匹配成内容说明或类型id

package com.marketingCommunityApi.enums.aliyun;/*** @author kanlina* @version 1.0* @description: 触发敏感词类型* @date 2022/8/13 19:37*/
public enum SensitiveType {/*** normal-正常文本*/NORMAL("normal",0,"正常文本"),/*** ad-广告*/AD("ad",2,"广告"),/*** politics-涉政*/POLITICS("politics",3,"涉政"),/*** terrorism-暴恐*/TERRORISM("terrorism",4,"暴恐"),/*** abuse-辱骂*/ABUSE("abuse",5,"辱骂"),/*** porn-色情*/PORN("porn",6,"色情"),/*** flood-灌水*/FLOOD("flood",7,"灌水"),/*** contraband-违禁*/CONTRABAND("contraband",8,"违禁"),/*** meaningless-无意义*/MEANINGLESS("meaningless",9,"无意义"),CUSTOMIZED("customized",10,"自定义"),HARMFUL("harmful",11,"不良场景"),/***spam-含垃圾信息*/SPAM("spam",1,"含垃圾信息");private String status;private Integer type;private String  message;SensitiveType(String status,Integer type,String message) {this.status = status;this.type = type;this.message = message;}private static final SensitiveType[] VALUES = SensitiveType.values();public static Byte matcherType(String status) {for (SensitiveType ele : VALUES) {if (status.equals(ele.status)) {return ele.type.byteValue();}}return SensitiveType.NORMAL.type.byteValue();}public static String matcherMessage(String status) {for (SensitiveType ele : VALUES) {if (status.equals(ele.status)) {return ele.message;}}return SensitiveType.NORMAL.message;}}

测试：

/*** @author kanlina* @version 1.0* @description: 测试阿里内容审核返回枚举类型匹配结果* @date 2022/8/13 19:47*/
@RunWith(SpringJUnit4ClassRunner.class)
@SpringBootTest(classes = Main8010.class)
@WebAppConfiguration
public class TestAliyunEnum {@Testpublic void testAli(){Byte type = SensitiveType.matcherType("spam");System.out.println("type = " + type);String message = SensitiveType.matcherMessage("spam");System.out.println("message = " + message);}
}

4. 内容审核业务逻辑编写

//将需要记录下来的信息封装到该Dto内，我是因为业务需求需要存库，存储了一些文章内容相关的信息
public boolean audit(AliContentAuditDto auditDtoParams) throws UnsupportedEncodingException, com.aliyuncs.exceptions.ClientException {String content = auditDtoParams.getContent();IClientProfile profile = DefaultProfile.getProfile("cn-beijing", AccessKey_ID, AccessKey_Secret);DefaultProfile.addEndpoint("cn-beijing", "Green", "green-beijing.aliyuncs");IAcsClient client = new DefaultAcsClient(profile);TextScanRequest textScanRequest = new TextScanRequest();// 指定API返回格式。textScanRequest.setAcceptFormat(FormatType.JSON);textScanRequest.setHttpContentType(FormatType.JSON);// 指定请求方法。textScanRequest.setMethod(com.aliyuncs.http.MethodType.POST);textScanRequest.setEncoding("UTF-8");textScanRequest.setRegionId("cn-beijing");List<Map<String, Object>> tasks = new ArrayList<Map<String, Object>>();Map<String, Object> task1 = new LinkedHashMap<String, Object>();task1.put("dataId", UUID.randomUUID().toString());task1.put("bizType","user_center_nickName");/*** 待检测的文本，长度不超过10000个字符。*/task1.put("content",content);tasks.add(task1);JSONObject data = new JSONObject();/*** 检测场景。文本垃圾检测请传递antispam。**/data.put("scenes", Arrays.asList("antispam"));data.put("tasks", tasks);data.put("bizType","user_center_nickName");textScanRequest.setHttpContent(data.toJSONString().getBytes("UTF-8"), "UTF-8", FormatType.JSON);// 请务必设置超时时间。textScanRequest.setConnectTimeout(3000);textScanRequest.setReadTimeout(6000);try {HttpResponse httpResponse = client.doAction(textScanRequest);if (httpResponse.isSuccess()) {JSONObject scrResponse = JSON.parseObject(new String(httpResponse.getHttpContent(), "UTF-8"));logger.info(scrResponse.toJSONString());if (200 == scrResponse.getInteger("code")) {JSONArray taskResults = scrResponse.getJSONArray("data");for (Object taskResult : taskResults) {if (200 == ((JSONObject) taskResult).getInteger("code")) {JSONArray sceneResults = ((JSONObject) taskResult).getJSONArray("results");for (Object sceneResult : sceneResults) {String suggestion = ((JSONObject) sceneResult).getString("suggestion");// 根据scene和suggetion做相关处理。// suggestion为pass表示未命中垃圾。suggestion为block表示命中了垃圾，可以通过label字段查看命中的垃圾分类。//触发的敏感词具体内容if(!"pass".equals(suggestion)){//获取命中该风险的上下文信息 contentDetail用于封装问题内容的一个实体类，不需要存库的注释掉CommunitySensitiveContentDetail contentDetail = new CommunitySensitiveContentDetail();//自定义的拷贝对象工具类，不需要存库可以不使用 该类在文章后贴出  BeanCopierUtil.copy(auditDtoParams,contentDetail);//存表使用到的主键id，注释掉int shardingId = ShardingUtils.transContentIdToShardingId(auditDtoParams.getContentId());contentDetail.setShardingId(shardingId);JSONArray details = ((JSONObject) sceneResult).getJSONArray("details");for (Object detail : details) {JSONArray contexts = ((JSONObject) detail).getJSONArray("contexts");String label = ((JSONObject) sceneResult).getString("label");if (contexts!=null) {for (Object context : contexts) {//其中的一条违规内容 sensitiveContent违规的字段String sensitiveContent = ((JSONObject) context).getString("context");if (StringUtils.isNotBlank(sensitiveContent)) {contentDetail.setSensitiveContent(sensitiveContent);contentDetail.setSensitiveType(SensitiveType.matcherType(label));}//由于业务要求，需要将内容存储到数据库communitySensitiveContentDetailMapper.insert(contentDetail);}}}System.out.println("detail = " + contentDetail);logger.info("文本检测失败 = [" + suggestion + "]");return false;}}} else {logger.info("task process fail:" + ((JSONObject) taskResult).getInteger("code"));}}} else {logger.info("detect not success. code:" + scrResponse.getInteger("code"));}} else {logger.info("response not success. status:" + httpResponse.getStatus());}} catch (ServerException e) {e.printStackTrace();} catch (ClientException e) {throw new ClientException();}catch (com.aliyuncs.exceptions.ClientException e) {e.printStackTrace();throw new com.aliyuncs.exceptions.ClientException("9999","链接失败");}catch (Exception e) {e.printStackTrace();}return true;}

封装内容审核返回的相关字段

package com.marketingCommunityApi.pojo;import lombok.Data;import java.io.Serializable;
import java.util.Date;/*** 内容审核表* @TableName community_sensitive_content_detail*/
@Data
public class CommunitySensitiveContentDetail implements Serializable {/***违规id主键*/private Long id;/***文章id*/private Long contentId;/***违规内容*/private String content;/***触发敏感词具体内容*/private String sensitiveContent;/***触发敏感词类型*/private Byte sensitiveType;/***违规内容类型 0-动态 1-评论 2-回复*/private Byte contentType;/***违规内容来源 0-用户、1-官方号、2-马甲号、3-游客*/private Byte userType;/***创建时间*/private Date createTime;/***违规内容发布时间*/private Date publishTime;/***处理状态 0-发布，1-隐藏，2-待处理*/private Byte handleStatus;private Integer shardingId;}

拷贝对象的工具类：

package com.marketingCommunityApi.util;import net.sf.cglib.beans.BeanCopier;import java.util.concurrent.ConcurrentHashMap;/**
* @description: 拷贝bean工具类
* @author kanlina
* @date: 2022/8/5 上午11:58
* @version 1.0
*/
public class BeanCopierUtil {/*** BeanCopier的缓存*/static final ConcurrentHashMap<String, BeanCopier> BEAN_COPIER_CACHE = new ConcurrentHashMap<>();/*** BeanCopier的copy* @param source 源文件的* @param target 目标文件*/public static void copy(Object source, Object target) {String key = genKey(source.getClass(), target.getClass());BeanCopier beanCopier;if (BEAN_COPIER_CACHE.containsKey(key)) {beanCopier = BEAN_COPIER_CACHE.get(key);} else {beanCopier = BeanCopier.create(source.getClass(), target.getClass(), false);BEAN_COPIER_CACHE.put(key, beanCopier);}beanCopier.copy(source, target, null);}/*** 生成key* @param srcClazz 源文件的class* @param tgtClazz 目标文件的class* @return string*/private static String genKey(Class<?> srcClazz, Class<?> tgtClazz) {return srcClazz.getName() + tgtClazz.getName();}
}

本文标签： 阿里云内容审核(企业项目全部使用流程)全部代码流程对返回内容封装