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@@ -358,474 +358,9 @@ public class RyTask
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// System.out.println(watch.getLastTaskName() + " 执行耗时:" + watch.getLastTaskTimeMillis() + " ms");
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}
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- private void handleWarning(TXinyiIndustry tXinyiIndustry) {
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- log.info("进入了定时任务保存工业库数据并触发报警操作");
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-// tXinyiIndustry.setCsTn(new BigDecimal(17));
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- //获取配置表
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- List<TXinyiNormConfig> tXinyiNormConfigs = this.xinyiNormConfigMapper.selectTXinyiNormConfigList(null);
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- if(CollectionUtils.isEmpty(tXinyiNormConfigs))
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- throw new RuntimeException("未查询到配置信息");
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- TXinyiNormConfig normConfig = tXinyiNormConfigs.get(0);
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-
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- //水质报警
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- this.handleSZWarning(tXinyiIndustry, normConfig);
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-
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- //2024年5月28日14:14:26 下面是新增的 生化报警处理
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- this.handleSHWarning(tXinyiIndustry, normConfig);
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-
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-
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- }
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-
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- private void handleSHWarning(TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
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- //判断对应指标是否报警 然后调研大模型获取决策信息
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- BigDecimal jsSlq = tXinyiIndustry.getJsSlq();
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- //内回流比报警
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- BigDecimal nhlbSjz = normConfig.getNhlbSjz();//400
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- BigDecimal nhlbnkSxz = normConfig.getNhlbnkSxz();//360
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- BigDecimal nhlbqdsl = normConfig.getNHLBQDSL();
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- BigDecimal nhlbdsjll = normConfig.getNHLBDSJLL();
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- BigDecimal nhlbgzxl = normConfig.getNHLBGZXL();
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- if(!Objects.isNull(jsSlq) && !Objects.isNull(nhlbnkSxz) && !Objects.isNull(nhlbqdsl)
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- && !Objects.isNull(nhlbdsjll) && !Objects.isNull(nhlbgzxl)){
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- BigDecimal divide = nhlbqdsl.multiply(nhlbdsjll).multiply(nhlbgzxl).divide(jsSlq, 4, RoundingMode.HALF_UP);
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- if(!Objects.isNull(nhlbSjz)){
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- handleXinYiWarningsSH(nhlbSjz, divide, nhlbnkSxz, BusinessEnum.WarningCategoryEnum.NHLB.getCode(), tXinyiIndustry, normConfig);
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- }
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- }
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-
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- //外回流比报警
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- BigDecimal whlbqdsl = normConfig.getWHLBQDSL();
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- BigDecimal whlbdsjll = normConfig.getWHLBDSJLL();
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- BigDecimal whlbgzxl = normConfig.getWHLBGZXL();
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- BigDecimal whlbnkXxz = normConfig.getWhlbnkXxz();
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- BigDecimal whlbSjz = normConfig.getWhlbSjz();
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- if(!Objects.isNull(whlbqdsl) && !Objects.isNull(whlbdsjll) && !Objects.isNull(whlbgzxl)){
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- BigDecimal divide = whlbqdsl.multiply(whlbdsjll).multiply(whlbgzxl).divide(jsSlq, 4, RoundingMode.HALF_UP);
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- if(!Objects.isNull(whlbSjz)){
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- handleXinYiWarningsSH(whlbSjz, divide, whlbnkXxz, BusinessEnum.WarningCategoryEnum.WHLB.getCode(), tXinyiIndustry, normConfig);
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- }
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- }
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-
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-
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- //最新的一条日报数据
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- List<TXinyiDaily> tXinyiDailies = this.xinyiDailyMapper.selectTXinyiDailyList(null);
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- if(CollectionUtils.isEmpty(tXinyiDailies))
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- return;//肯定不会出现这种情况 因为有很多历史数据了
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- TXinyiDaily tXinyiDaily = tXinyiDailies.get(0);
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- log.info("生化报警获取日报的最新的一条数据为{}", JSON.toJSONString(tXinyiDaily));
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- BigDecimal jsBod5 = tXinyiDaily.getJsBod5();
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-
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- //污泥负荷(需要从日报获取数据) 计算 + 部分数据从日报获取
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- //污泥负荷=[Ls]=24*([BOD_in]-[BOD_off])*[Q_in]/[MLSS]/([V_hao]+[V_que]+[V_yan])/2 kgBOD/(kgMLSS·d)
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- //todo 后面再加 计算太复杂
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-
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- //碳氮比(需要从日报获取数据)
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- //进水碳氮比=[b]=[BOD_in]/[TN_in]
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- BigDecimal jsTn = tXinyiIndustry.getJsTn();
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- if(!Objects.isNull(jsBod5) && !Objects.isNull(jsTn)){
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- BigDecimal divide = jsBod5.divide(jsTn, 4, RoundingMode.HALF_UP);
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- BigDecimal jstdbnkzSxz = normConfig.getJstdbnkzSxz();
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- BigDecimal cstdbSjz = normConfig.getCstdbSjz();
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- if(!Objects.isNull(whlbSjz)){
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- handleXinYiWarningsSH(cstdbSjz, divide, jstdbnkzSxz, BusinessEnum.WarningCategoryEnum.TDB.getCode(), tXinyiIndustry, normConfig);
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- }
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- }
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-
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- //碳磷比(需要从日报获取数据)
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- //进水碳磷比=[c]=[BOD_in]/[TP_in]
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- BigDecimal jsTp = tXinyiIndustry.getJsTp();
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- BigDecimal jstlbSjz = normConfig.getJstlbSjz();
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- if(!Objects.isNull(jsBod5) && !Objects.isNull(jsTp)){
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- BigDecimal divide = jsBod5.divide(jsTp, 4, RoundingMode.HALF_UP);
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- BigDecimal jstlbNkz = normConfig.getJstlbNkz();
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- if(!Objects.isNull(jstlbSjz)){
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- handleXinYiWarningsSH(jstlbSjz, divide, jstlbNkz, BusinessEnum.WarningCategoryEnum.TLB.getCode(), tXinyiIndustry, normConfig);
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- }
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- }
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-
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- //BOD比COD(需要从日报获取数据)
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- //进水BOD与COD比值数据=[d]=[BOD_in]/[COD_in]
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- BigDecimal jsCod = tXinyiIndustry.getJsCod();
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- if(!Objects.isNull(jsBod5) && !Objects.isNull(jsCod)){
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- BigDecimal jsbodycodbzSzj = normConfig.getJsbodycodbzSzj();
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- String jsbodycodbzGkz = normConfig.getJsbodycodbzGkz();
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- if(StringUtils.isNotBlank(jsbodycodbzGkz) && jsbodycodbzGkz.contains("-")){
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- String[] split = jsbodycodbzGkz.split("-");
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- BigDecimal gkz = new BigDecimal(split[1]);
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- BigDecimal divide = jsBod5.divide(jsCod, 4, RoundingMode.HALF_UP);
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- handleXinYiWarningsSH(gkz, divide, jsbodycodbzSzj, BusinessEnum.WarningCategoryEnum.BODCODB.getCode(), tXinyiIndustry, normConfig);
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- }
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-
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- }
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-
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- //好氧区DO(一池)
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- BigDecimal shcHyOneDo = tXinyiIndustry.getOneHymdDo();
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- BigDecimal hycrjysjzSxz = normConfig.getHycrjysjzSxz();
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- BigDecimal hycrjyNkz = normConfig.getHycrjyNkz();
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- if(!Objects.isNull(shcHyOneDo) && !Objects.isNull(hycrjysjzSxz)){
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- handleXinYiWarningsSH(hycrjysjzSxz, shcHyOneDo, hycrjyNkz, BusinessEnum.WarningCategoryEnum.HYQDO_ONE.getCode(), tXinyiIndustry, normConfig);
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- }
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- //好氧区DO(二池)
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- BigDecimal shcHyTwoDo = tXinyiIndustry.getTwoHymdDo();
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- if(!Objects.isNull(shcHyTwoDo) && !Objects.isNull(hycrjysjzSxz)){
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- handleXinYiWarningsSH(hycrjysjzSxz, shcHyTwoDo, hycrjyNkz, BusinessEnum.WarningCategoryEnum.HYQDO_TWO.getCode(), tXinyiIndustry, normConfig);
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- }
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-
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- //气水比(需要从日报获取数据)
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- BigDecimal gfjgzts = normConfig.getGFJGZTS();
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- BigDecimal gfjckll = normConfig.getGFJCKLL();
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- BigDecimal shcqbSjz = normConfig.getShcqbSjz();
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- if(!Objects.isNull(gfjgzts) && !Objects.isNull(gfjckll) && !Objects.isNull(shcqbSjz) && !Objects.isNull(jsSlq)){
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- BigDecimal qsb = gfjgzts.multiply(gfjckll).divide(jsSlq, 4, RoundingMode.HALF_UP);
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- BigDecimal shcqbNkz = normConfig.getShcqbNkz();
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- handleXinYiWarningsSH(shcqbSjz, qsb, shcqbNkz, BusinessEnum.WarningCategoryEnum.WHLB.getCode(), tXinyiIndustry, normConfig);
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- }
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- }
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-
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-
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- /**
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- * 处理信义生化报警的逻辑 统一处理
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- * @param bzz
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- * @param currentVal
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- * @param gkz
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- * @param category
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- * @param tXinyiIndustry
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- * @param normConfig
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- */
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- private void handleXinYiWarningsSH(BigDecimal bzz, BigDecimal currentVal, BigDecimal gkz, String category, TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
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- BigDecimal multiply = bzz.multiply(new BigDecimal(MyConstants.SCALE_VALUE));
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- TXinyiWarningRecord tXinyiWarningRecord = new TXinyiWarningRecord();
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- /*String category = BusinessEnum.WarningCategoryEnum.CS_AD.getCode();*/
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- tXinyiWarningRecord.setStatus(0);
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- tXinyiWarningRecord.setType(1);
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- tXinyiWarningRecord.setCategory(category);
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- tXinyiWarningRecord.setTime(DateUtils.getNowDate());
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- tXinyiWarningRecord.setWarningVal(currentVal);
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- tXinyiWarningRecord.setDesignVal(bzz);
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- tXinyiWarningRecord.setControlVal(gkz);
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- tXinyiWarningRecord.setCreateBy(WARNING_DEFAULT_CREATE);
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- tXinyiWarningRecord.setCreateTime(DateUtils.getNowDate());
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-
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- //2024年5月25日17:52:33 如果工业库获取不到数据,也触发报警,但是不调用决策接口
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- if (Objects.isNull(currentVal)) {
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- tXinyiWarningRecord.setReason(category + EXCEPTION_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_NO_DATE);
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- } else if (currentVal.compareTo(multiply) > 0) {//一级
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- tXinyiWarningRecord.setReason(category + CHAOBIAO_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_ONE);
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- } else if (currentVal.compareTo(bzz) >= 0 && currentVal.compareTo(multiply) <= 0) {//二级
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- tXinyiWarningRecord.setReason(category + CHAOBIAO_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_TWO);
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- } else if (!Objects.isNull(gkz) && currentVal.compareTo(gkz) > 0) {
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- tXinyiWarningRecord.setReason(category + CHAOGUANKONG_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_THREE);
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- } else {
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- tXinyiWarningRecord = null;//这种的无需处理
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- }
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-
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- //当前状态正常 需要查询历史有无正在报警的数据,如果有,将报警状态改完2(系统自动关闭)
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- List<TXinyiWarningRecord> tXinyiWarningRecords = this.xinyiWarningRecordMapper.selectTXinyiWarningRecordList(TXinyiWarningRecord.builder().delFlag(0).type(1).category(category).status(0).build());
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- if(Objects.isNull(tXinyiWarningRecord)){//数据正常,无告警信息
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- if(!CollectionUtils.isEmpty(tXinyiWarningRecords)){
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- log.info( "{}:现在恢复正常,历史报警数据为{}", category,JSON.toJSONString(tXinyiWarningRecords));
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- for (TXinyiWarningRecord xinyiWarningRecord : tXinyiWarningRecords) {
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- xinyiWarningRecord.setStatus(2);
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- Date nowDate = DateUtils.getNowDate();
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- xinyiWarningRecord.setOffTime(nowDate);
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- xinyiWarningRecord.setUpdateTime(nowDate);
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- xinyiWarningRecord.setUpdateBy(WARNING_DEFAULT_CREATE);
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- this.xinyiWarningRecordMapper.updateTXinyiWarningRecord(xinyiWarningRecord);
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- }
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- }
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- }else{//有新的告警信息
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- if(CollectionUtils.isEmpty(tXinyiWarningRecords)){//之前没有告警记录
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- //保存到数据库中
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- this.xinyiWarningRecordMapper.insertTXinyiWarningRecord(tXinyiWarningRecord);
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- if(WARNING_LEVEL_NO_DATE.equals(tXinyiWarningRecord.getLevel())){
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- //只保存一个普通的问答记录 不需要调用决策信息,但是实时数据还是要记录的
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- this.addChatRecordByWarning(tXinyiWarningRecord, tXinyiIndustry, normConfig);
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- }else {
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- //继续调用决策(普通问答)
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- this.askBigModelForSHWarning(tXinyiWarningRecord, tXinyiIndustry, normConfig);
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- }
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- }else{
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- log.info("{}:之前已经有过告警记录了,且还是继续报警,无需重复添加报警,但是决策仍然要调用", category);
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- for (TXinyiWarningRecord xinyiWarningRecord : tXinyiWarningRecords) {//理论上只有一个的
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- if(WARNING_LEVEL_NO_DATE.equals(tXinyiWarningRecord.getLevel())){
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- //只保存一个普通的问答记录 不需要调用决策信息,但是实时数据还是要记录的
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- this.addChatRecordByWarning(tXinyiWarningRecord, tXinyiIndustry, normConfig);
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- }else {
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- //继续调用决策(普通问答)
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- this.askBigModelForSHWarning(xinyiWarningRecord, tXinyiIndustry, normConfig);
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- }
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- }
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- }
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- }
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- }
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- private void askBigModelForSHWarning(TXinyiWarningRecord xinyiWarningRecord, TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
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- log.info("进入了后台接口调⽤⼤模型获取问答结果处理");
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- StringBuilder sb = new StringBuilder();
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- String sessionId = IdUtils.simpleUUID();
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- ChatReq chatReq = new ChatReq();
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-// String ipAddr = IpUtils.getIpAddr();//获取用户的ip地址 传给大模型
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- String ipAddr = "";//获取用户的ip地址 传给大模型 定时任务获取不到ip地址
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- int counts = 1;//默认是第一次
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- //这种问答 没有历史问答的概念 直接把问题扔进去就行 无需查询历史记录
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- List<String> historyDates = new ArrayList<>();
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- //构建问题(替换提示词中的占位符)
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- String shWarningPrompt = SH_WARNING_PROMPT;
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- shWarningPrompt =shWarningPrompt.replace("#{0}", xinyiWarningRecord.getReason());
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- shWarningPrompt =shWarningPrompt.replace("#{1}", String.valueOf(xinyiWarningRecord.getDesignVal()));
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- shWarningPrompt =shWarningPrompt.replace("#{2}", String.valueOf(xinyiWarningRecord.getControlVal()));
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- shWarningPrompt =shWarningPrompt.replace("#{3}", String.valueOf(xinyiWarningRecord.getWarningVal()));
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- historyDates.add(shWarningPrompt);
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- // 获取输出流
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- ManagedChannel channel = null;
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- try {
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- channel = ManagedChannelBuilder.forAddress("10.0.0.24", 17070)
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- .usePlaintext()
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- .build();
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- InferenceAPIsServiceGrpc.InferenceAPIsServiceBlockingStub stub = InferenceAPIsServiceGrpc.newBlockingStub(channel);
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- String dataJson = "{\"bot_id\":\"721\",\"exp_id\":\"721\",\"session_id\":\"" + sessionId + "\",\"use_rag\":\"true\",\"prompt\":\"你是⼀个资深⽔务领域专家,能回答各种⽔务相关问题\",\"history_dia\":" + JSON.toJSONString(historyDates) + ",\"generate_args\":{\"max_new_tokens\":2048,\"max_length\":4096,\"num_beams\":1,\"do_sample\":true,\"top_p\":0.7,\"temperature\":0.95},\"extra\":{ \"ip_address\": \"" + ipAddr + "\" },\"strengthen\":" + (true) + "}";
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- log.info("请求大模型的问答参数为{}", dataJson);
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- PredictionsRequest request = PredictionsRequest.newBuilder()
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- .setModelName("slibra_bot")
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- .putInput("method", ByteString.copyFrom("infer_stream", "utf-8"))//推理
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- .putInput("data", ByteString.copyFrom(dataJson, "utf-8"))
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- .buildPartial();
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- Iterator<PredictionResponse> predictions = stub.streamPredictions(request);
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- //将结果记录到问答表
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- while (predictions.hasNext()) {
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- String responseStr = predictions.next().getPrediction().toStringUtf8();
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- log.info("大模型问答返回的原始结果为{}", responseStr);
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- responseStr = JSON.parseObject(responseStr).getString("message");
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- if("complete".equals(responseStr)){
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- log.info("结尾语句并且是非JSON,无需处理");
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- }else{
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- sb.append(responseStr);
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- }
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- }
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- //将问答更新到数据库中
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- chatReq.setSessionId(sessionId);
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- chatReq.setType(1);//0问答 1决策 2本地 3仿真预测
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- chatReq.setModule(3);//0专家问答 1智能工单 2智能体助手 3告警 4简报
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- String showVal = this.buildShowValue(xinyiWarningRecord, tXinyiIndustry, normConfig);
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- chatReq.setShowVal(showVal);
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- chatReq.setQuestion(shWarningPrompt);
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- chatReq.setAnswer(sb.toString());
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- chatReq.setWarningId(String.valueOf(xinyiWarningRecord.getId()));
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- chatReq.setCounts(counts);//问答次数
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- chatReq.setUserId(WARNING_DEFAULT_CREATE);
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- chatReq.setCreateBy(WARNING_DEFAULT_CREATE);
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- chatReq.setCreateTime(DateUtils.getNowDate());
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- this.xinyiChatRecordMapper.insertTXinyiChatRecord(chatReq);
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- } catch (IOException e) {
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- throw new RuntimeException(e);
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- } finally {
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- // 关闭输出流
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|
|
- channel.shutdown();
|
|
|
- }
|
|
|
- }
|
|
|
-
|
|
|
- private void handleSZWarning(TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
|
|
|
- //出水相关
|
|
|
- //出水COD报警
|
|
|
- BigDecimal csCod = tXinyiIndustry.getCsCod();
|
|
|
- BigDecimal cscodBzz = normConfig.getCscodBzz();
|
|
|
- BigDecimal cscodGkz = normConfig.getCscodGkz();
|
|
|
- if(!Objects.isNull(cscodBzz)){
|
|
|
- handleXinYiWarningsCs(cscodBzz, csCod, cscodGkz, BusinessEnum.WarningCategoryEnum.CS_COD.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //出水总磷超标报警
|
|
|
- BigDecimal csTp = tXinyiIndustry.getCsTp();
|
|
|
- BigDecimal cszlBzz = normConfig.getCszlBzz();
|
|
|
- BigDecimal cszlGkz = normConfig.getCszlGkz();
|
|
|
- if(!Objects.isNull(cszlBzz)){
|
|
|
- handleXinYiWarningsCs(cszlBzz, csTp, cszlGkz, BusinessEnum.WarningCategoryEnum.CS_ZL.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
|
|
|
|
|
|
- //出水总氮超标报警
|
|
|
- BigDecimal csTn = tXinyiIndustry.getCsTn();
|
|
|
- BigDecimal cszzBzz = normConfig.getCszzBzz();
|
|
|
- BigDecimal cszzGkz = normConfig.getCszzGkz();
|
|
|
- if(!Objects.isNull(cszzBzz)){
|
|
|
- handleXinYiWarningsCs(cszzBzz, csTn, cszzGkz, BusinessEnum.WarningCategoryEnum.CS_ZD.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //出水氨氮超标报警
|
|
|
- BigDecimal csNh3 = tXinyiIndustry.getCsNh3();
|
|
|
- BigDecimal csadBzz = normConfig.getCsadBzz();
|
|
|
- BigDecimal csadGkz = normConfig.getCsadGkz();
|
|
|
- if(!Objects.isNull(csadBzz)){
|
|
|
- handleXinYiWarningsCs(csadBzz, csNh3, csadGkz, BusinessEnum.WarningCategoryEnum.CS_AD.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //出水SS超标报警
|
|
|
- BigDecimal csSS = tXinyiIndustry.getCsSs();
|
|
|
- BigDecimal csSSBzz = normConfig.getCsssBzz();
|
|
|
- BigDecimal csssGkz = normConfig.getCsssGkz();
|
|
|
- if(!Objects.isNull(csSSBzz)){
|
|
|
- handleXinYiWarningsCs(csSSBzz, csSS, csssGkz, BusinessEnum.WarningCategoryEnum.CS_SS.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //进水相关报警
|
|
|
- //进水总磷超标报警
|
|
|
- BigDecimal jsTp = tXinyiIndustry.getJsTp();
|
|
|
- BigDecimal jszlSjz = normConfig.getJszlSjz();
|
|
|
- if(!Objects.isNull(jszlSjz)){
|
|
|
- handleXinYiWarningRecordJS(jszlSjz, jsTp, BusinessEnum.WarningCategoryEnum.JS_ZL.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //进水COD超标报警
|
|
|
- BigDecimal jsCod = tXinyiIndustry.getJsCod();
|
|
|
- BigDecimal jscodSjz = normConfig.getJscodSjz();
|
|
|
- if(!Objects.isNull(jscodSjz)){
|
|
|
- handleXinYiWarningRecordJS(jscodSjz, jsCod, BusinessEnum.WarningCategoryEnum.JS_COD.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //进水总氮超标报警
|
|
|
- BigDecimal jsTn = tXinyiIndustry.getJsTn();
|
|
|
- BigDecimal jszdSjz = normConfig.getJszdSjz();
|
|
|
- if(!Objects.isNull(jszdSjz)){
|
|
|
- handleXinYiWarningRecordJS(jszdSjz, jsTn, BusinessEnum.WarningCategoryEnum.JS_ZD.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //进水氨氮超标报警
|
|
|
- BigDecimal jsNh3 = tXinyiIndustry.getJsNh3();
|
|
|
- BigDecimal jsadSjz = normConfig.getJsadSjz();
|
|
|
- if(!Objects.isNull(jsadSjz)){
|
|
|
- handleXinYiWarningRecordJS(jsadSjz, jsNh3, BusinessEnum.WarningCategoryEnum.JS_AD.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
-
|
|
|
- //进水SS超标报警
|
|
|
- BigDecimal jsSS = tXinyiIndustry.getJsSs();
|
|
|
- BigDecimal jsSSSjz = normConfig.getJsssSjz();
|
|
|
- if(!Objects.isNull(jsSSSjz)){
|
|
|
- handleXinYiWarningRecordJS(jsSSSjz, jsSS, BusinessEnum.WarningCategoryEnum.JS_SS.getCode(), tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
- }
|
|
|
-
|
|
|
- /**
|
|
|
- * 调用大模型获取决策结果 并同时记录对应信息到聊天记录表中
|
|
|
- *
|
|
|
- * @param tXinyiWarningRecord
|
|
|
- * @param tXinyiIndustry
|
|
|
- * @param normConfig
|
|
|
- */
|
|
|
- private void handleDecision(TXinyiWarningRecord tXinyiWarningRecord, TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
|
|
|
- log.info("进入了调⽤大模型决策接口");
|
|
|
- ChatReq chatReq = new ChatReq();
|
|
|
-// StringBuilder sb = new StringBuilder();
|
|
|
- //大模型结果 放入一个结合中
|
|
|
- List<String> resultData = new ArrayList<>();
|
|
|
- //决策和问答不一样 没有历史的概念 所以sessionId都是新的 次数都是1
|
|
|
- String sessionId = IdUtils.simpleUUID();
|
|
|
- String feedback = chatReq.getFeedback();
|
|
|
- //决策请求的业务参数
|
|
|
-// List<HashMap<String, Object>> list = this.xinyiIndustryMapper.selectLast10RecordsForDecision();
|
|
|
- //2024年5月21日15:23:07 这里不能用关联查询处理,日报要获取最新的一条而不是今日的数据。
|
|
|
- List<DecisionReq> decisionReqs = this.xinyiIndustryMapper.selectLast10RecordsForDecisionOnlyIndustry();
|
|
|
- if(!CollectionUtils.isEmpty(decisionReqs)){
|
|
|
- for (DecisionReq decisionReq : decisionReqs) {
|
|
|
- //处理日报数据
|
|
|
- TXinyiDaily daily = this.xinyiDailyMapper.selectNewestData();
|
|
|
- if(!Objects.isNull(daily)){
|
|
|
- decisionReq.setT(daily.getJsSw());
|
|
|
- decisionReq.setSVI(daily.getWntjzsAll());
|
|
|
- decisionReq.setSV(daily.getWncjbAll());
|
|
|
- decisionReq.setMlvss(daily.getHfxwnndAll());
|
|
|
- decisionReq.setDoAna(daily.getYycRjyAll());
|
|
|
- decisionReq.setDoQue(daily.getQycRjyAll());
|
|
|
- //2024年5月26日11:59:02 干污泥量数据做了同步
|
|
|
- decisionReq.setGwnl(daily.getGWNL());
|
|
|
- BigDecimal jsBod5 = daily.getJsBod5();
|
|
|
- decisionReq.setBodIn(jsBod5);
|
|
|
- BigDecimal tpIn = decisionReq.getTpIn();
|
|
|
- BigDecimal tnIn = decisionReq.getTnIn();
|
|
|
- if(!Objects.isNull(jsBod5)){
|
|
|
- if(!Objects.isNull(tpIn) && tpIn.compareTo(new BigDecimal("0")) >0){
|
|
|
- decisionReq.setC(jsBod5.divide(tpIn, 4, RoundingMode.HALF_UP));
|
|
|
- }
|
|
|
- if(!Objects.isNull(tnIn) && tnIn.compareTo(new BigDecimal("0")) >0){
|
|
|
- decisionReq.setB(jsBod5.divide(tnIn, 4, RoundingMode.HALF_UP));
|
|
|
- }
|
|
|
- }
|
|
|
- //2024年6月1日08:37:09 内回流加上
|
|
|
- decisionReq.setR(daily.getNhlR());
|
|
|
- decisionReq.setRR(daily.getWhlR());
|
|
|
- }
|
|
|
- }
|
|
|
- }
|
|
|
- String rows = JSON.toJSONString(decisionReqs, JSONWriter.Feature.WriteNulls);
|
|
|
- // 获取输出流
|
|
|
- ManagedChannel channel = null;
|
|
|
- String dataJson = "";
|
|
|
- try {
|
|
|
- channel = ManagedChannelBuilder.forAddress("10.0.0.24", 17070)
|
|
|
- .usePlaintext()
|
|
|
- .build();
|
|
|
- InferenceAPIsServiceGrpc.InferenceAPIsServiceBlockingStub stub = InferenceAPIsServiceGrpc.newBlockingStub(channel);
|
|
|
- dataJson = "{\"bot_id\":\"b00001\",\"exp_id\":\"721\",\"norm\":\"" + tXinyiWarningRecord.getCategory() + "\",\"feedback\":" + feedback + ",\"session_id\":" + "\"" + sessionId + "\"" + ",\"generate_args\":{\"max_new_tokens\":1024,\"max_length\":4096,\"num_beams\":1,\"do_sample\":true,\"top_p\":0.7,\"temperature\":0.95},\"extra\":{\"rows\":" + rows + "}}";
|
|
|
- log.info("请求大模型的决策的参数为{}", dataJson);
|
|
|
- PredictionsRequest request = PredictionsRequest.newBuilder()
|
|
|
- .setModelName("slibra_bot")
|
|
|
- .putInput("method", ByteString.copyFrom("decision_stream", "utf-8"))//推理
|
|
|
- .putInput("data", ByteString.copyFrom(dataJson, "utf-8"))
|
|
|
- .buildPartial();
|
|
|
- Iterator<PredictionResponse> predictions = stub.streamPredictions(request);
|
|
|
- while (predictions.hasNext()) {
|
|
|
- String responseStr = predictions.next().getPrediction().toStringUtf8();
|
|
|
- log.info("决策流式返回的结果是{}", responseStr);
|
|
|
-
|
|
|
- //2024年5月25日16:37:16 按照大模型返回的类型解析数据
|
|
|
- String biz = JSON.parseObject(responseStr).getString("biz");
|
|
|
- if(BusinessEnum.BigModelBizEnum.OK.getCode().equals(biz)){
|
|
|
- log.info("结尾语句并且是非JSON,无需处理");
|
|
|
- //结束语句也流式输出,但是并不记录下来 2024年5月24日11:15:23 也不返回前端
|
|
|
- /*outputStream.write(responseStr.getBytes());
|
|
|
- outputStream.flush();*/
|
|
|
- }else if(BusinessEnum.BigModelBizEnum.DECISION_DEBUGGER.getCode().equals(biz)){
|
|
|
- log.info("中间过程,目前只打印日志,不记录数据,也不返回给前端,返回数据为{}", responseStr);
|
|
|
- //结束语句也流式输出,但是并不记录下来 2024年5月24日11:15:23 也不返回前端
|
|
|
- /*outputStream.write(responseStr.getBytes());
|
|
|
- outputStream.flush();*/
|
|
|
- }else{//其他 要么错误 要么alert 要么出的报告
|
|
|
-// sb.append(responseStr);
|
|
|
- resultData.add(responseStr);
|
|
|
- }
|
|
|
- }
|
|
|
- } catch (Exception e) {
|
|
|
-// throw new RuntimeException(e);
|
|
|
- log.error("定时任务处理告警调用决策异常,异常信息为{}", JSON.toJSONString(e));
|
|
|
- resultData.add("{\"biz\":\"ERROR\",\"message\":\"大模型分析数据异常,请稍后再试\"}");
|
|
|
- } finally {
|
|
|
- log.info("决策最终要保存的数据是{}", JSON.toJSONString(resultData));
|
|
|
- //保存聊天记录
|
|
|
- //将问答更新到数据库中
|
|
|
- chatReq.setSessionId(sessionId);
|
|
|
- chatReq.setType(1);//0问答 1决策
|
|
|
- chatReq.setModule(3);
|
|
|
- /*String userId = SecurityUtils.getUserId().toString();
|
|
|
- String username = SecurityUtils.getUsername();*/
|
|
|
- chatReq.setUserId(WARNING_DEFAULT_CREATE);
|
|
|
- String showVal = this.buildShowValue(tXinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- chatReq.setShowVal(showVal);//前端展示的数据和提问的数据不一致
|
|
|
- chatReq.setQuestion(dataJson);
|
|
|
- chatReq.setAnswer(JSON.toJSONString(resultData));
|
|
|
- chatReq.setWarningId(String.valueOf(tXinyiWarningRecord.getId()));
|
|
|
- chatReq.setCounts(1);//问答次数
|
|
|
-
|
|
|
- chatReq.setCreateBy(WARNING_DEFAULT_CREATE);
|
|
|
- chatReq.setCreateTime(DateUtils.getNowDate());
|
|
|
- this.xinyiChatRecordMapper.insertTXinyiChatRecord(chatReq);
|
|
|
- // 关闭输出流
|
|
|
- if(!Objects.isNull(channel))
|
|
|
- channel.shutdown();
|
|
|
- }
|
|
|
- }
|
|
|
|
|
|
private String buildShowValue(TXinyiWarningRecord tXinyiWarningRecord, TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
|
|
|
JSONObject result = new JSONObject();
|
|
@@ -907,12 +442,6 @@ public class RyTask
|
|
|
return JSON.toJSONString(result, JSONWriter.Feature.WriteNulls);
|
|
|
}
|
|
|
|
|
|
- @Deprecated
|
|
|
- private JSONObject getChartsCsonObject(TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
|
|
|
- JSONObject jsData = new JSONObject();
|
|
|
- //处理图表数据
|
|
|
- return jsData;
|
|
|
- }
|
|
|
|
|
|
private static JSONObject getJsonObject(TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
|
|
|
JSONObject jsData = new JSONObject();
|
|
@@ -985,169 +514,9 @@ public class RyTask
|
|
|
return csData;
|
|
|
}
|
|
|
|
|
|
- /**
|
|
|
- * 通过输入的值 生成对应类型的报警对象(出水)
|
|
|
- *
|
|
|
- * @param csBzz
|
|
|
- * @param currentVal
|
|
|
- * @param csGkz
|
|
|
- * @param category
|
|
|
- * @param tXinyiIndustry
|
|
|
- * @param normConfig
|
|
|
- * @return
|
|
|
- */
|
|
|
- private void handleXinYiWarningsCs(BigDecimal csBzz, BigDecimal currentVal, BigDecimal csGkz, String category, TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
|
|
|
- BigDecimal multiply = csBzz.multiply(new BigDecimal(MyConstants.SCALE_VALUE));
|
|
|
- TXinyiWarningRecord tXinyiWarningRecord = new TXinyiWarningRecord();
|
|
|
- /*String category = BusinessEnum.WarningCategoryEnum.CS_AD.getCode();*/
|
|
|
- tXinyiWarningRecord.setStatus(0);
|
|
|
- tXinyiWarningRecord.setType(0);
|
|
|
- tXinyiWarningRecord.setCategory(category);
|
|
|
- tXinyiWarningRecord.setTime(DateUtils.getNowDate());
|
|
|
- tXinyiWarningRecord.setWarningVal(currentVal);
|
|
|
- tXinyiWarningRecord.setDesignVal(csBzz);
|
|
|
- tXinyiWarningRecord.setControlVal(csGkz);
|
|
|
- tXinyiWarningRecord.setCreateBy(WARNING_DEFAULT_CREATE);
|
|
|
- tXinyiWarningRecord.setCreateTime(DateUtils.getNowDate());
|
|
|
-
|
|
|
- //2024年5月25日17:52:33 如果工业库获取不到数据,也触发报警,但是不调用决策接口
|
|
|
- if(Objects.isNull(currentVal)){
|
|
|
- tXinyiWarningRecord.setReason(category + EXCEPTION_WARNING);
|
|
|
- tXinyiWarningRecord.setLevel(WARNING_LEVEL_NO_DATE);
|
|
|
- }else if(currentVal.compareTo(multiply) > 0){//一级
|
|
|
- tXinyiWarningRecord.setReason(category + CHAOBIAO_WARNING);
|
|
|
- tXinyiWarningRecord.setLevel(WARNING_LEVEL_ONE);
|
|
|
- }else if(currentVal.compareTo(csBzz) >= 0 && currentVal.compareTo(multiply) <= 0){//二级
|
|
|
- tXinyiWarningRecord.setReason(category + CHAOBIAO_WARNING);
|
|
|
- tXinyiWarningRecord.setLevel(WARNING_LEVEL_TWO);
|
|
|
- }else if(!Objects.isNull(csGkz) && currentVal.compareTo(csGkz) > 0){
|
|
|
- tXinyiWarningRecord.setReason(category + CHAOGUANKONG_WARNING);
|
|
|
- tXinyiWarningRecord.setLevel(WARNING_LEVEL_THREE);
|
|
|
- }else{
|
|
|
- tXinyiWarningRecord = null;//这种的无需处理
|
|
|
- }
|
|
|
- //当前状态正常 需要查询历史有无正在报警的数据,如果有,将报警状态改完2(系统自动关闭)
|
|
|
- List<TXinyiWarningRecord> tXinyiWarningRecords = this.xinyiWarningRecordMapper.selectTXinyiWarningRecordList(TXinyiWarningRecord.builder().delFlag(0).type(0).category(category).warningStatus(0).build());
|
|
|
- if(Objects.isNull(tXinyiWarningRecord)){//数据正常,无告警信息
|
|
|
- if(!CollectionUtils.isEmpty(tXinyiWarningRecords)){
|
|
|
- log.info( "{}:现在恢复正常,历史报警数据为{}", category,JSON.toJSONString(tXinyiWarningRecords));
|
|
|
- for (TXinyiWarningRecord xinyiWarningRecord : tXinyiWarningRecords) {
|
|
|
- xinyiWarningRecord.setStatus(2);
|
|
|
- Date nowDate = DateUtils.getNowDate();
|
|
|
- xinyiWarningRecord.setOffTime(nowDate);
|
|
|
- xinyiWarningRecord.setUpdateTime(nowDate);
|
|
|
- xinyiWarningRecord.setUpdateBy(WARNING_DEFAULT_CREATE);
|
|
|
- this.xinyiWarningRecordMapper.updateTXinyiWarningRecord(xinyiWarningRecord);
|
|
|
- }
|
|
|
- }
|
|
|
- }else{//有告警信息
|
|
|
- if(CollectionUtils.isEmpty(tXinyiWarningRecords)){//之前没有告警记录
|
|
|
- //保存到数据库中
|
|
|
- this.xinyiWarningRecordMapper.insertTXinyiWarningRecord(tXinyiWarningRecord);
|
|
|
- if(WARNING_LEVEL_NO_DATE.equals(tXinyiWarningRecord.getLevel())){
|
|
|
- //只保存一个普通的问答记录 不需要调用决策信息,但是实时数据还是要记录的
|
|
|
- this.addChatRecordByWarning(tXinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- }else {
|
|
|
- //继续调用决策
|
|
|
- this.handleDecision(tXinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
- }else{
|
|
|
- log.info("{}:之前已经有过告警记录了,且还是继续报警,无需重复添加报警,但是决策仍然要调用", category);
|
|
|
- for (TXinyiWarningRecord xinyiWarningRecord : tXinyiWarningRecords) {//理论上只有一个的
|
|
|
- if(WARNING_LEVEL_NO_DATE.equals(tXinyiWarningRecord.getLevel())){
|
|
|
- //只保存一个普通的问答记录 不需要调用决策信息,但是实时数据还是要记录的
|
|
|
- this.addChatRecordByWarning(tXinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- }else {
|
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- //继续调用决策
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- this.handleDecision(xinyiWarningRecord, tXinyiIndustry, normConfig);
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- }
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- }
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- }
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- }
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- }
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- /**
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- * 通过输入的值 生成对应类型的报警对象(进水)
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- *
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- * @param jsBzz
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- * @param currentVal
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- * @param category
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- * @param tXinyiIndustry
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- * @param normConfig
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- * @return
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- */
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- private void handleXinYiWarningRecordJS(BigDecimal jsBzz, BigDecimal currentVal, String category, TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
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- BigDecimal multiply = jsBzz.multiply(new BigDecimal(MyConstants.SCALE_VALUE));
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- TXinyiWarningRecord tXinyiWarningRecord = new TXinyiWarningRecord();
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- /*String category = BusinessEnum.WarningCategoryEnum.CS_AD.getCode();*/
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- tXinyiWarningRecord.setStatus(0);
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- tXinyiWarningRecord.setType(0);
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- tXinyiWarningRecord.setCategory(category);
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- tXinyiWarningRecord.setTime(DateUtils.getNowDate());
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- tXinyiWarningRecord.setWarningVal(currentVal);
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- tXinyiWarningRecord.setDesignVal(jsBzz);
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-// tXinyiWarningRecord.setControlVal(csGkz);
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- tXinyiWarningRecord.setCreateBy(WARNING_DEFAULT_CREATE);
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- tXinyiWarningRecord.setCreateTime(DateUtils.getNowDate());
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-
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- //2024年5月25日17:52:33 如果工业库获取不到数据,也触发报警,但是不调用决策接口
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- if(Objects.isNull(currentVal)){
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- tXinyiWarningRecord.setReason(category + EXCEPTION_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_NO_DATE);
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- }else if(currentVal.compareTo(multiply) > 0){//一级
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- tXinyiWarningRecord.setReason(category + CHAOBIAO_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_ONE);
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- }else if(currentVal.compareTo(jsBzz) >= 0 && currentVal.compareTo(multiply) <= 0){//二级
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- tXinyiWarningRecord.setReason(category + CHAOBIAO_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_TWO);
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- }else{
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- tXinyiWarningRecord = null;//这种的无需处理
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- }
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- /*else if(!Objects.isNull(csGkz) && currentVal.compareTo(csGkz) > 0){
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- tXinyiWarningRecord.setReason(category + CHAOGUANKONG_WARNING);
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- tXinyiWarningRecord.setLevel(WARNING_LEVEL_THREE);
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|
- }*/
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|
- //当前状态正常 需要查询历史有无正在报警的数据,如果有,将报警状态改完2(系统自动关闭)
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|
- List<TXinyiWarningRecord> tXinyiWarningRecords = this.xinyiWarningRecordMapper.selectTXinyiWarningRecordList(TXinyiWarningRecord.builder().delFlag(0).type(0).category(category).status(0).build());
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|
|
- if(Objects.isNull(tXinyiWarningRecord)){//数据正常,无告警信息
|
|
|
- if(!CollectionUtils.isEmpty(tXinyiWarningRecords)){
|
|
|
- log.info( "{}:现在恢复正常,历史报警数据为{}", category,JSON.toJSONString(tXinyiWarningRecords));
|
|
|
- for (TXinyiWarningRecord xinyiWarningRecord : tXinyiWarningRecords) {
|
|
|
- xinyiWarningRecord.setStatus(2);
|
|
|
- Date nowDate = DateUtils.getNowDate();
|
|
|
- xinyiWarningRecord.setOffTime(nowDate);
|
|
|
- xinyiWarningRecord.setUpdateTime(nowDate);
|
|
|
- xinyiWarningRecord.setUpdateBy(WARNING_DEFAULT_CREATE);
|
|
|
- this.xinyiWarningRecordMapper.updateTXinyiWarningRecord(xinyiWarningRecord);
|
|
|
- }
|
|
|
- }
|
|
|
- }else{//有告警信息
|
|
|
- if(CollectionUtils.isEmpty(tXinyiWarningRecords)){//之前没有告警记录
|
|
|
- //保存到数据库中
|
|
|
- this.xinyiWarningRecordMapper.insertTXinyiWarningRecord(tXinyiWarningRecord);
|
|
|
- if(WARNING_LEVEL_NO_DATE.equals(tXinyiWarningRecord.getLevel())){
|
|
|
- //只保存一个普通的问答记录 不需要调用决策信息,但是实时数据还是要记录的
|
|
|
- this.addChatRecordByWarning(tXinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- }else {
|
|
|
- //继续调用决策
|
|
|
- this.handleDecision(tXinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
- }else{
|
|
|
- log.info("{}:之前已经有过告警记录了,且还是继续报警,无需重复添加报警,但是决策仍然要调用", category);
|
|
|
- for (TXinyiWarningRecord xinyiWarningRecord : tXinyiWarningRecords) {//理论上只有一个的
|
|
|
- if(WARNING_LEVEL_NO_DATE.equals(tXinyiWarningRecord.getLevel())){
|
|
|
- //只保存一个普通的问答记录 不需要调用决策信息,但是实时数据还是要记录的
|
|
|
- this.addChatRecordByWarning(tXinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- }else {
|
|
|
- //继续调用决策
|
|
|
- this.handleDecision(xinyiWarningRecord, tXinyiIndustry, normConfig);
|
|
|
- }
|
|
|
- }
|
|
|
- }
|
|
|
- }
|
|
|
- }
|
|
|
|
|
|
private void addChatRecordByWarning(TXinyiWarningRecord tXinyiWarningRecord, TXinyiIndustry tXinyiIndustry, TXinyiNormConfig normConfig) {
|
|
|
ChatReq chatReq = new ChatReq();
|
|
@@ -1977,6 +1346,12 @@ public class RyTask
|
|
|
}
|
|
|
}
|
|
|
|
|
|
+ /**
|
|
|
+ * @see buildShortReportQueryDataNew
|
|
|
+ * @param dailyTwoRecords
|
|
|
+ * @return
|
|
|
+ */
|
|
|
+ @Deprecated
|
|
|
private String buildShortReportQueryData(List<TXinyiDaily> dailyTwoRecords) {
|
|
|
//查询配置信息
|
|
|
List<TXinyiNormConfig> tXinyiNormConfigs = this.xinyiNormConfigMapper.selectTXinyiNormConfigList(null);
|