package com.zy.ai.utils; import com.alibaba.fastjson.JSON; import com.baomidou.mybatisplus.mapper.EntityWrapper; import com.zy.ai.entity.DeviceConfigsData; import com.zy.ai.entity.DeviceRealTimeData; import com.zy.ai.entity.WcsDiagnosisRequest; import com.zy.ai.entity.enums.RedisKeyType; import com.zy.ai.log.AiLogAppender; import com.zy.asrs.entity.ApiLog; import com.zy.asrs.entity.WrkMast; import com.zy.asrs.service.ApiLogService; import com.zy.asrs.service.WrkMastService; import com.zy.common.utils.RedisUtil; import com.zy.system.entity.Config; import com.zy.system.service.ConfigService; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Component; import java.util.ArrayList; import java.util.List; @Component public class AiUtils { @Autowired private WrkMastService wrkMastService; @Autowired private ConfigService configService; @Autowired private RedisUtil redisUtil; @Autowired private ApiLogService apiLogService; public WcsDiagnosisRequest makeAiRequest(int logLimit, String alarmMessage) { WcsDiagnosisRequest request = new WcsDiagnosisRequest(); request.setAlarmMessage(alarmMessage); List logs = AiLogAppender.getRecentLogs(logLimit); request.setLogs(logs); List latestData = apiLogService.getLatestData(200); request.setApiLogs(latestData); return request; } public String buildDiagnosisUserContent(WcsDiagnosisRequest request) { StringBuilder sb = new StringBuilder(); if (request.getAlarmMessage() != null && !request.getAlarmMessage().isEmpty()) { sb.append("【问题描述】\n"); sb.append(request.getAlarmMessage()).append("\n\n"); } Object pseudo = redisUtil.get(RedisKeyType.MAIN_PROCESS_PSEUDOCODE.key); if (pseudo != null) { sb.append("【主流程伪代码 mainProcessPseudo】\n"); sb.append(String.valueOf(pseudo)).append("\n\n"); } if (request.getExtraContext() != null && !request.getExtraContext().isEmpty()) { sb.append("【额外上下文 extraContext】\n"); sb.append(JSON.toJSONString(request.getExtraContext(), true)).append("\n\n"); } if (request.getTasks() != null && !request.getTasks().isEmpty()) { sb.append("【任务信息 tasks】\n"); sb.append("下面是当前相关任务列表的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getTasks(), true)).append("\n\n"); } else { sb.append("【任务信息 tasks】\n"); sb.append("当前未提供任务信息。\n\n"); } if (request.getDeviceRealtimeData() != null && !request.getDeviceRealtimeData().isEmpty()) { sb.append("【设备实时数据 deviceRealtimeData】\n"); sb.append("下面是各设备当前实时状态的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getDeviceRealtimeData(), true)).append("\n\n"); } else { sb.append("【设备实时数据 deviceRealtimeData】\n"); sb.append("当前未提供设备实时数据。\n\n"); } if (request.getDeviceConfigs() != null && !request.getDeviceConfigs().isEmpty()) { sb.append("【设备配置信息 deviceConfigs】\n"); sb.append("下面是各设备配置的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getDeviceConfigs(), true)).append("\n\n"); } else { sb.append("【设备配置信息 deviceConfigs】\n"); sb.append("当前未提供设备配置信息。\n\n"); } if (request.getLogs() != null && !request.getLogs().isEmpty()) { sb.append("【系统日志 logs(按时间顺序)】\n"); for (String logLine : request.getLogs()) { sb.append(logLine).append("\n"); } } else { sb.append("【系统日志 logs(按时间顺序)】\n"); sb.append("当前未提供日志信息。\n"); } if (request.getSystemConfigs() != null && !request.getSystemConfigs().isEmpty()) { sb.append("【系统配置 sys_config】\n"); sb.append("下面是各系统配置的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getSystemConfigs(), true)).append("\n\n"); } if (request.getApiLogs() != null && !request.getApiLogs().isEmpty()) { sb.append("【三方接口日志 man_api_log】\n"); sb.append("下面是三方接口日志的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getApiLogs(), true)).append("\n\n"); } sb.append("\n请根据以上所有信息,结合你的经验进行分析诊断。"); return sb.toString(); } public String buildAskUserContent(WcsDiagnosisRequest request) { StringBuilder sb = new StringBuilder(); if (request.getExtraContext() != null && !request.getExtraContext().isEmpty()) { sb.append("【额外上下文 extraContext】\n"); sb.append(JSON.toJSONString(request.getExtraContext(), true)).append("\n\n"); } if (request.getTasks() != null && !request.getTasks().isEmpty()) { sb.append("【任务信息 tasks】\n"); sb.append("下面是当前相关任务列表的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getTasks(), true)).append("\n\n"); } if (request.getDeviceRealtimeData() != null && !request.getDeviceRealtimeData().isEmpty()) { sb.append("【设备实时数据 deviceRealtimeData】\n"); sb.append("下面是各设备当前实时状态的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getDeviceRealtimeData(), true)).append("\n\n"); } if (request.getDeviceConfigs() != null && !request.getDeviceConfigs().isEmpty()) { sb.append("【设备配置信息 deviceConfigs】\n"); sb.append("下面是各设备配置的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getDeviceConfigs(), true)).append("\n\n"); } if (request.getLogs() != null && !request.getLogs().isEmpty()) { sb.append("【系统日志 logs(按时间顺序)】\n"); for (String logLine : request.getLogs()) { sb.append(logLine).append("\n"); } } if (request.getSystemConfigs() != null && !request.getSystemConfigs().isEmpty()) { sb.append("【系统配置 sys_config】\n"); sb.append("下面是各系统配置的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getSystemConfigs(), true)).append("\n\n"); } if (request.getApiLogs() != null && !request.getApiLogs().isEmpty()) { sb.append("【三方接口日志 man_api_log】\n"); sb.append("下面是三方接口日志的 JSON 数据:\n"); sb.append(JSON.toJSONString(request.getApiLogs(), true)).append("\n\n"); } return sb.toString(); } }