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代码合并

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This commit is contained in:
zren25
2025-03-24 12:13:41 +08:00
parent 0efe661942 e5d1a73e2a
commit 2c6f5071ff
8 changed files with 223 additions and 110 deletions
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65
ai-analytic-center-biz/src/main/java/com/volvo/ai/analytic/center/controller/TestController.java
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@@ -6,6 +6,7 @@ import com.alibaba.fastjson.JSONObject;
import com.volvo.ai.analytic.center.dto.req.CallItem;
import com.volvo.ai.analytic.center.dto.req.DiFyReq;
import com.volvo.ai.analytic.center.dto.req.DiffDefeatanAlysis;
import com.volvo.ai.analytic.center.dto.req.DifyImageWorkFlow;
import com.volvo.ai.analytic.center.dto.resp.DiffDefeatAnalyseOutputResult;
import com.volvo.ai.analytic.center.feign.DiFyFeign;
import com.volvo.ai.analytic.center.service.DiFyService;
@@ -14,6 +15,7 @@ import com.volvo.common.core.util.ResultMsg;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import lombok.extern.slf4j.Slf4j;
import org.apache.rocketmq.spring.core.RocketMQTemplate;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.web.bind.annotation.PostMapping;
@@ -28,71 +30,20 @@ import java.util.Map;
@RestController
@Api(tags = "测试类API")
@RequestMapping("/test")
@RequestMapping("/ai-analytic-center")
@Slf4j
public class TestController {
@Autowired
private DiFyFeign diFyFeign;
@Autowired
private DiFyService diFyService;
@Autowired
private MqMessageRecordService mqMessageRecordService;
@Value("${dify.user}")
private String user;
@Value("${dify.flowId}")
private String flowId;
private RocketMQTemplate rocketMQTemplate;
@PostMapping("/runWorkflows2")
@ApiOperation(value = "测试Dify")
public ResultMsg<Object> runWorkflows2(@RequestBody String contentStr) {
//"（1）语音电话（2024-11-09 12:10:57）客服：哎，哎，姚先生，你好打扰到您了，蹦蹦沃沃赛练呢。客户：喂你好。客服：哎，对对，小明那个昨天看了车不要着急走，今天可有时间到店来接待您试驾感受一下呢。客户：我现在已经开工了，我现在没时间过去啊。客服：好的，那等你忙完这段时间好吧。客户：好的，好的，好的好，再见啊。客服：好，那这边先不打扰您，哎，好，再见。";
Map<String, Object> record = new HashMap<>();
record.put("record",contentStr);
log.info("contentStr {}", contentStr);
DiFyReq diFyReq = new DiFyReq();
diFyReq.setUser(user);
diFyReq.setFlowId(flowId);
diFyReq.setInputs(record);
Object difyResult = diFyService.getDiFyObject(diFyReq);
JSONObject dify = JSONObject.parseObject(difyResult.toString());
String resultStr = dify.getString("result").replace("\n", "").replaceAll(" ", "");
return ResultMsg.ok(resultStr);
}
@PostMapping("/runWorkflows3")
@ApiOperation(value = "测试Dify")
public ResultMsg<Object> runWorkflows3(@RequestBody String contentStr) {
//[{"sessionId":"1","sourceId":"1","audioTime":"2024-11-09 12:10:57","audioBillsec":"10"},{"sessionId":"2","sourceId":"2","audioTime":"2024-11-09 12:11:57","audioBillsec":"20"}]
log.info("contentStr {}", contentStr);
List<CallItem> callList = JSON.parseArray(contentStr, CallItem.class);
DiffDefeatanAlysis input = new DiffDefeatanAlysis();
input.setCallList(callList);
DiffDefeatAnalyseOutputResult diffDefeatAnalyseOutputResult = mqMessageRecordService.processChatRecord(input);
return ResultMsg.ok(diffDefeatAnalyseOutputResult);
}
@PostMapping("/runWorkflows4")
@ApiOperation(value = "测试Dify")
public ResultMsg<Object> runWorkflows4(@RequestBody String contentStr) {
//{"formId": "123456789","sinceType": 2,"subSinceType": 51,"data": {"businessId": "123456789","vdqwUserId": "123","vdqwCustomerId": "uuid","defeatTime": "2024-10-27 08:09:09","callList": [{"sessionId": "123456789","sourceId": "123456789","audioTime": "2024-10-27 08:09:09","audioBillsec": 1800}, {"sessionId": "123456789","sourceId": "123456789","audioTime": "2024-10-27 08:09:09","audioBillsec": 1800}]} }
//{"formId": "123456789","sinceType": 2,"subSinceType": 52,"data": {"businessId": "123456789", "approveCode": "10001", "approveResult": "审批通过", "approveOpinion": "" } }
log.info("contentStr {}", contentStr);
boolean result = mqMessageRecordService.processMessageByMQ(contentStr);
return ResultMsg.ok(result);
}
@PostMapping("/runWorkflows5")
@PostMapping("/mockMq")
@ApiOperation(value = "补偿处理消息")
public ResultMsg<Object> runWorkflows5() {
mqMessageRecordService.processMessageByTask();
return ResultMsg.ok("");
public ResultMsg<Object> mockMq(@RequestBody String message) {
rocketMQTemplate.syncSend("COMMUNITY_POST_TO_AI_TOPIC", message);
return ResultMsg.ok("ok");
}
}

8
ai-analytic-center-biz/src/main/java/com/volvo/ai/analytic/center/job/MessageProcessJob.java
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@@ -17,13 +17,13 @@ public class MessageProcessJob {
/**
* 邀约消息推送
*/
@XxlJob("processMessageByTask")
@XxlJob("communityMessageByTask")
public ResultMsg processMessageByTask() {
try {
log.info("processMessageByTask 开始执行定时任务补偿处理消息");
mqMessageRecordService.processMessageByTask();
log.info("communityMessageByTask 开始执行定时任务补偿处理消息");
mqMessageRecordService.communityMessageByTask();
} catch (Exception e) {
log.error("processMessageByTask 定时任务补偿处理消息异常",e.getMessage());
log.error("communityMessageByTask 定时任务补偿处理消息异常",e.getMessage());
throw new RuntimeException(e);
}
return ResultMsg.ok();

2
ai-analytic-center-biz/src/main/java/com/volvo/ai/analytic/center/mq/CommunityMessageConsumer.java
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@@ -20,7 +20,7 @@ public class CommunityMessageConsumer implements RocketMQListener<MessageExt>{
@Override
public void onMessage(MessageExt messageExt) {
log.info("Received message: " + messageExt);
log.info("Received 社区舆情分析 message: " + messageExt);
mqMessageRecordService.processMessageByMQ(new String(messageExt.getBody()));
}
}

6
ai-analytic-center-biz/src/main/java/com/volvo/ai/analytic/center/mq/CorpusProcessKafkaProducer.java
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@@ -1,3 +1,4 @@
/*
package com.volvo.ai.analytic.center.mq;
import com.fasterxml.jackson.databind.ObjectMapper;
@@ -16,13 +17,15 @@ import org.springframework.web.bind.annotation.RestController;
import java.time.LocalDateTime;
*/
/**
* @ClassName CorpusProcessKafkaConsumer
* @Description
* @Author renzhen
* @Date 2025-03-04 10:18
* @Version 1.0
**/
**//*
@Slf4j
@Component
@RestController
@@ -63,3 +66,4 @@ public class CorpusProcessKafkaProducer {
}
}
}
*/

5
ai-analytic-center-biz/src/main/java/com/volvo/ai/analytic/center/service/MqMessageRecordService.java
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@@ -16,4 +16,9 @@ public interface MqMessageRecordService extends IService<MqMessageRecord> {
//定时任务补偿处理消息
void processMessageByTask();
//定时任务补偿处理消息
void communityMessageByTask();
}

3
ai-analytic-center-biz/src/main/java/com/volvo/ai/analytic/center/service/impl/DiFyServiceImpl.java
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@@ -36,8 +36,9 @@ public class DiFyServiceImpl implements DiFyService{
map.put("inputs",diFyReq.getInputs());
map.put("response_mode","blocking");
map.put("user",diFyReq.getUser());
log.info("请求DiFy入参:{}",JSON.toJSONString(map));
JSONObject difyResult = diFyFeign.runWorkflows("Bearer "+diFyReq.getFlowId(),map);
log.info("请求DiFy响应结果:{}",difyResult.toJSONString());
JSONObject data = difyResult.getJSONObject("data");
if (data != null && "succeeded".equals(data.get("status"))){
JSONObject outputs = data.getJSONObject("outputs");

238
ai-analytic-center-biz/src/main/java/com/volvo/ai/analytic/center/service/impl/MqMessageRecordServiceImpl.java
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@@ -4,6 +4,9 @@ import cn.hutool.core.date.DateUtil;
import com.alibaba.cloud.commons.lang.StringUtils;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
import com.baomidou.mybatisplus.core.conditions.update.UpdateWrapper;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.volvo.ai.analytic.center.constant.Constant;
import com.volvo.ai.analytic.center.dto.req.*;
@@ -24,6 +27,7 @@ import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.jdbc.core.BeanPropertyRowMapper;
import org.springframework.jdbc.core.JdbcTemplate;
import org.springframework.scheduling.annotation.Async;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;
@@ -61,10 +65,10 @@ public class MqMessageRecordServiceImpl extends ServiceImpl<MqMessageRecordMappe
@Value("${dify.user}")
private String user;
@Value("${dify.flowId}")
@Value("${dify.community.targetToken}")
private String flowId;
@Value("${dify.imageFlowId}")
@Value("${dify.community.imageToken}")
private String imageFlowId;
@Value("${rocketmq.producer.topic}")
@@ -87,15 +91,8 @@ public class MqMessageRecordServiceImpl extends ServiceImpl<MqMessageRecordMappe
}
// 生成ai分析请求id
String aiAnalysisRequestId = AiAnalysisUtils.getAiAnalysisRequestId(BusinessTypeEnum.COMMUNITYTARGET.getCode());
// 保存请求日志
aiAnalysisRequestLogsMapper.insert(AiAnalysisRequestLogs.builder()
.aiAnalysisRequestId(aiAnalysisRequestId)
.businessRequest(message)
.difyAgentKey(flowId)
.difyRequest(JSON.toJSONString(communityTargetDTO))
.aiAnalysisRequestType(BusinessTypeEnum.COMMUNITYTARGET.getCode())
.build());
// 异步保存请求日志
syncSaveRequestLogs(message, aiAnalysisRequestId);
JSONObject difResult = new JSONObject();
try {
@@ -103,36 +100,23 @@ public class MqMessageRecordServiceImpl extends ServiceImpl<MqMessageRecordMappe
.anyMatch(contentNode -> NodeTypeEnum.IMAGE.getCode().equals(contentNode.getNodeType()));
//如果存在图片节点，则先处理图片节点
StringBuilder sb = new StringBuilder();
if (hasImageNodeType) {
communityTargetDTO.getContent().forEach(contentNode -> {
if (contentNode.getNodeType().equals(NodeTypeEnum.IMAGE.getCode())) {
//构建图片分析请求对象
processingImageInfo(hasImageNodeType, communityTargetDTO, sb);
DifyImageWorkFlow diFyImageWorkFlow = new DifyImageWorkFlow();
diFyImageWorkFlow.setUrl(contentNode.getNodeContent());
DiFyReq diFyImageReq = new DiFyReq();
diFyImageReq.setUser(user);
diFyImageReq.setFlowId(imageFlowId);
diFyImageReq.setInputs(diFyImageWorkFlow);
//调用dify图片分析workflow
JSONObject difImageResult = (JSONObject) diFyService.getDiFyObject(diFyImageReq);
sb.append(difImageResult.get("text"));
}
});
}
String textContent = Optional.ofNullable(communityTargetDTO.getContent())
.orElse(Collections.emptyList()).stream()
.filter(contentNode -> NodeTypeEnum.TEXT.getCode().equals(contentNode.getNodeType()))
.map(CommunityTargetDTO.ContentNode::getNodeContent)
.collect(Collectors.joining(""));
.collect(Collectors.joining(" "));
//构建舆情分析请求对象
DifyCommunityTargetDTO difyCommunityTargetDTO = new DifyCommunityTargetDTO();
difyCommunityTargetDTO.setTargetId(communityTargetDTO.getTargetId());
difyCommunityTargetDTO.setTargetType(communityTargetDTO.getTargetType());
difyCommunityTargetDTO.setTargetContent(textContent + sb.toString());
//脱敏处理
dataMasking(textContent, sb, difyCommunityTargetDTO);
//根据aiAnalysisRequestId更新请求日志表的difyRequest字段
syncUpdateDiFyRequest(difyCommunityTargetDTO, aiAnalysisRequestId);
DiFyReq diFyReq = new DiFyReq();
diFyReq.setUser(user);
@@ -140,32 +124,115 @@ public class MqMessageRecordServiceImpl extends ServiceImpl<MqMessageRecordMappe
diFyReq.setInputs(difyCommunityTargetDTO);
//调用舆情文本分析dify工作流
difResult = (JSONObject) diFyService.getDiFyObject(diFyReq);
JSONObject difResultJSONObject = difResult.getJSONObject("text");
if (difResultJSONObject != null) {
DifyCommunityTargetResult difyCommunityTargetResult = new DifyCommunityTargetResult();
String targetId = difResultJSONObject.getString("targetId");
String targetType = difResultJSONObject.getString("targetType");
String commentAnswer = difResultJSONObject.getString("commentAnswer");
difyCommunityTargetResult.setTargetType(targetType);
difyCommunityTargetResult.setTargetId(targetId);
difyCommunityTargetResult.setCommentAnswer(commentAnswer);
//返回结果推送到社区的MQ
rocketMQTemplate.syncSend("", JSON.toJSONString(difyCommunityTargetResult));
log.info("舆情分析发送回调MQ完成: {}", JSON.toJSONString(difyCommunityTargetResult));
}
//处理结果
processingCommunityDifyResponse(difResult);
//异步更新请求日志表的difyResponse字段
syncUpdateDiFyResponse(difResult, aiAnalysisRequestId);
} catch (Exception e) {
log.error("请求DiFy异常:{}", e);
log.error("舆情自动化异常:{}", e.getMessage());
//保存错误日志
aiAnalysisErrorsMapper.insert(AiAnalysisErrors.builder()
.aiAnalysisRequestId(aiAnalysisRequestId)
.difyResponse(difResult.toJSONString())
.aiAnalysisErrorMessage(e.getMessage())
.aiAnalysisRequestType(BusinessTypeEnum.COMMUNITYTARGET.getCode())
.build());
}
return true;
}
/**
* 舆情数据脱敏
* @param textContent
* @param sb
* @param difyCommunityTargetDTO
*/
private void dataMasking(String textContent, StringBuilder sb, DifyCommunityTargetDTO difyCommunityTargetDTO) {
List<DataMaskingRule> maskingRuleItems = dataMaskingRuleService.getDataMaskingRuleListByApplicationChannel(Constant.CHANNEL_DCC);
RunMaskingRuleInput runMaskingRuleInput = new RunMaskingRuleInput();
runMaskingRuleInput.setDataMaskingRules(maskingRuleItems);
runMaskingRuleInput.setOldStr(textContent + sb);
String corpusChat = dataMaskingRuleService.runMaskingRule(runMaskingRuleInput);
difyCommunityTargetDTO.setTargetContent(corpusChat);
}
/**
* 处理图片信息
* @param hasImageNodeType
* @param communityTargetDTO
* @param sb
*/
private void processingImageInfo(boolean hasImageNodeType, CommunityTargetDTO communityTargetDTO, StringBuilder sb) {
if (hasImageNodeType) {
communityTargetDTO.getContent().forEach(contentNode -> {
if (contentNode.getNodeType().equals(NodeTypeEnum.IMAGE.getCode())) {
//构建图片分析请求对象
DifyImageWorkFlow diFyImageWorkFlow = new DifyImageWorkFlow();
diFyImageWorkFlow.setUrl(contentNode.getNodeContent());
DiFyReq diFyImageReq = new DiFyReq();
diFyImageReq.setUser(user);
diFyImageReq.setFlowId(imageFlowId);
JSONObject imageInputs = new JSONObject();
imageInputs.put("image", diFyImageWorkFlow);
diFyImageReq.setInputs(imageInputs);
//调用dify图片分析workflow
JSONObject difImageResult = (JSONObject) diFyService.getDiFyObject(diFyImageReq);
sb.append(difImageResult.get("text"));
}
});
}
}
/**
* 处理dify返回结果
* @param difResult
*/
private void processingCommunityDifyResponse(JSONObject difResult) {
if (difResult != null) {
DifyCommunityTargetResult difyCommunityTargetResult = new DifyCommunityTargetResult();
String targetId = difResult.getString("targetId");
String targetType = difResult.getString("targetType");
String commentAnswer = difResult.getString("commentAnswer");
String keyWords = difResult.getString("keyWords");
String targetTag = difResult.getString("targetTag");
difyCommunityTargetResult.setTargetType(targetType);
difyCommunityTargetResult.setTargetId(targetId);
difyCommunityTargetResult.setCommentAnswer(commentAnswer);
difyCommunityTargetResult.setTargetTag(targetTag);
difyCommunityTargetResult.setKeyWords(keyWords);
//返回结果推送到社区的MQ
rocketMQTemplate.syncSend(topic, JSON.toJSONString(difyCommunityTargetResult));
log.info("舆情分析发送回调MQ完成: {}", JSON.toJSONString(difyCommunityTargetResult));
}
}
@Async
protected void syncUpdateDiFyRequest(DifyCommunityTargetDTO difyCommunityTargetDTO, String aiAnalysisRequestId) {
aiAnalysisRequestLogsMapper.update(new AiAnalysisRequestLogs(),
new UpdateWrapper<AiAnalysisRequestLogs>().set("dify_request", JSON.toJSONString(difyCommunityTargetDTO))
.eq("ai_analysis_request_id", aiAnalysisRequestId));
}
@Async
protected void syncUpdateDiFyResponse(JSONObject difResult, String aiAnalysisRequestId) {
aiAnalysisRequestLogsMapper.update(new AiAnalysisRequestLogs(),
new UpdateWrapper<AiAnalysisRequestLogs>().set("dify_response", difResult.toJSONString())
.eq("ai_analysis_request_id", aiAnalysisRequestId));
}
@Async
protected void syncSaveRequestLogs(String message, String aiAnalysisRequestId) {
aiAnalysisRequestLogsMapper.insert(AiAnalysisRequestLogs.builder()
.aiAnalysisRequestId(aiAnalysisRequestId)
.businessRequest(message)
.difyAgentKey(flowId)
.aiAnalysisRequestType(BusinessTypeEnum.COMMUNITYTARGET.getCode())
.build());
}
private void processMqSinceType51(MqFormData oldItem, MqMessageRecord curMQMessageRecord) {
log.info("processMqSinceType51 辨别数据为分析请求 {}", SubSinceTypeEnum.SINCETYPE51.getCode());
DiffDefeatanAlysis diffDefeatanAlysis = JSON.parseObject(JSON.toJSONString(oldItem.getData()), DiffDefeatanAlysis.class);
@@ -481,6 +548,85 @@ public class MqMessageRecordServiceImpl extends ServiceImpl<MqMessageRecordMappe
}
}
/**
* 处理社区异常消息
*/
@Override
public void communityMessageByTask() {
try {
//捞取异常表中属于社区的异常数据
List<AiAnalysisErrors> aiAnalysisErrors = aiAnalysisErrorsMapper.selectList(new LambdaQueryWrapper<AiAnalysisErrors>()
.eq(AiAnalysisErrors::getAiAnalysisRequestType, BusinessTypeEnum.COMMUNITYTARGET.getCode())
.eq(AiAnalysisErrors::getAiAnalysisErrorHandlingStatus, "0")
.lt(AiAnalysisErrors::getRetryCount, 4));
if (aiAnalysisErrors != null && aiAnalysisErrors.size() > 0) {
//根据ai_analysis_request_id获取AiAnalysisRequestLogs表中的对应的dify_request字段
for (AiAnalysisErrors aiAnalysisError : aiAnalysisErrors) {
try {
AiAnalysisRequestLogs aiAnalysisRequestLogs = aiAnalysisRequestLogsMapper.selectOne(new LambdaQueryWrapper<AiAnalysisRequestLogs>()
.eq(AiAnalysisRequestLogs::getAiAnalysisRequestId, aiAnalysisError.getAiAnalysisRequestId()));
if (aiAnalysisRequestLogs != null) {
//获取dify_request字段
String message = aiAnalysisRequestLogs.getBusinessRequest();
if (StringUtils.isNotEmpty(message)) {
CommunityTargetDTO communityTargetDTO = JSON.parseObject(message, CommunityTargetDTO.class);
boolean hasImageNodeType = communityTargetDTO.getContent().stream()
.anyMatch(contentNode -> NodeTypeEnum.IMAGE.getCode().equals(contentNode.getNodeType()));
//如果存在图片节点，则先处理图片节点
StringBuilder sb = new StringBuilder();
processingImageInfo(hasImageNodeType, communityTargetDTO, sb);
String textContent = Optional.ofNullable(communityTargetDTO.getContent())
.orElse(Collections.emptyList()).stream()
.filter(contentNode -> NodeTypeEnum.TEXT.getCode().equals(contentNode.getNodeType()))
.map(CommunityTargetDTO.ContentNode::getNodeContent)
.collect(Collectors.joining(" "));
//构建舆情分析请求对象
DifyCommunityTargetDTO difyCommunityTargetDTO = new DifyCommunityTargetDTO();
difyCommunityTargetDTO.setTargetId(communityTargetDTO.getTargetId());
difyCommunityTargetDTO.setTargetType(communityTargetDTO.getTargetType());
//脱敏处理
dataMasking(textContent, sb, difyCommunityTargetDTO);
//根据aiAnalysisRequestId更新请求日志表的difyRequest字段
syncUpdateDiFyRequest(difyCommunityTargetDTO, aiAnalysisError.getAiAnalysisRequestId());
DiFyReq diFyReq = new DiFyReq();
diFyReq.setUser(user);
diFyReq.setFlowId(flowId);
diFyReq.setInputs(difyCommunityTargetDTO);
//调用舆情文本分析dify工作流
JSONObject difResult = (JSONObject) diFyService.getDiFyObject(diFyReq);
//处理结果
processingCommunityDifyResponse(difResult);
//根据ai_analysis_request_id更新ai_analysis_errors表中的retry_count字段+1,更新status字段为1
aiAnalysisErrorsMapper.update(new AiAnalysisErrors(), new LambdaUpdateWrapper<AiAnalysisErrors>()
.eq(AiAnalysisErrors::getAiAnalysisRequestId, aiAnalysisError.getAiAnalysisRequestId())
.set(AiAnalysisErrors::getRetryCount, aiAnalysisError.getRetryCount() + 1)
.set(AiAnalysisErrors::getAiAnalysisErrorHandlingStatus, "1"));
}else{
aiAnalysisErrorsMapper.update(new AiAnalysisErrors(), new LambdaUpdateWrapper<AiAnalysisErrors>()
.eq(AiAnalysisErrors::getAiAnalysisRequestId, aiAnalysisError.getAiAnalysisRequestId())
.set(AiAnalysisErrors::getAiAnalysisErrorHandlingStatus, "2"));
}
}
} catch (Exception e) {
log.error("补偿社区消息,AIID:{},异常:{}",aiAnalysisError.getAiAnalysisRequestId(), e);
aiAnalysisErrorsMapper.update(new AiAnalysisErrors(), new LambdaUpdateWrapper<AiAnalysisErrors>()
.eq(AiAnalysisErrors::getAiAnalysisRequestId, aiAnalysisError.getAiAnalysisRequestId())
.set(AiAnalysisErrors::getRetryCount, aiAnalysisError.getRetryCount() + 1));
}
}
}
} catch (Exception e) {
log.error("处理社区异常消息异常:{}", e);
}
}
private String getUserStatus(String oldStr) {
if (Objects.equals(MessageConvertEnum.CONFIRMED.getCode(), oldStr)) {
return MessageConvertEnum.CONFIRMED.getMessage();