微调

2.增加稳态异常数据标记

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/AlgorithmBootApplication.java

@@ -6,6 +6,7 @@ import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.cloud.openfeign.EnableFeignClients;
 import org.springframework.context.annotation.DependsOn;
+import org.springframework.scheduling.annotation.EnableAsync;
 
 
 /**
@@ -16,6 +17,7 @@ import org.springframework.context.annotation.DependsOn;
 @SpringBootApplication(scanBasePackages = "com.njcn")
 @MapperScan("com.njcn.**.mapper")
 @DependsOn("proxyMapperRegister")
+@EnableAsync
 public class AlgorithmBootApplication {
 
     public static void main(String[] args)  {

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/ExecutionCenter.java

@@ -6,13 +6,12 @@ import cn.hutool.core.date.DatePattern;
 import cn.hutool.core.date.DateTime;
 import cn.hutool.core.date.DateUnit;
 import cn.hutool.core.date.DateUtil;
-import cn.hutool.core.text.StrPool;
 import cn.hutool.core.util.StrUtil;
 import com.njcn.algorithm.pojo.bo.BaseParam;
 import com.njcn.algorithm.pojo.bo.CalculatedParam;
 import com.njcn.algorithm.pojo.bo.HourParam;
 import com.njcn.algorithm.pojo.enums.PrepareResponseEnum;
-import com.njcn.algorithm.utils.MemorySizeUtil;
+import com.njcn.algorithm.service.line.FlowAsyncService;
 import com.njcn.common.pojo.annotation.OperateInfo;
 import com.njcn.common.pojo.enums.common.LogEnum;
 import com.njcn.common.pojo.exception.BusinessException;
@@ -29,7 +28,6 @@ import com.njcn.user.pojo.po.Dept;
 import com.njcn.web.controller.BaseController;
 import com.yomahub.liteflow.core.FlowExecutor;
 import com.yomahub.liteflow.flow.LiteflowResponse;
-import com.yomahub.liteflow.flow.entity.CmpStep;
 import io.swagger.annotations.Api;
 import io.swagger.annotations.ApiOperation;
 import lombok.RequiredArgsConstructor;
@@ -46,6 +44,7 @@ import org.springframework.web.bind.annotation.RestController;
 import javax.annotation.Resource;
 import java.util.*;
 import java.util.stream.Collectors;
+import static com.njcn.algorithm.utils.MemorySizeUtil.dealResponse;
 
 /**
  * @author hongawen
@@ -71,6 +70,8 @@ public class ExecutionCenter extends BaseController {
     private DeptLineFeignClient deptLineFeignClient;
     @Resource
     private CsLineFeignClient csLineFeignClient;
+    @Resource
+    private FlowAsyncService flowService;
 
     /***
      * 1、校验非全链执行时，tagNames节点标签集合必须为非空，否则提示---无可执行节点
@@ -95,41 +96,6 @@ public class ExecutionCenter extends BaseController {
         return calculatedParam;
     }
 
-    /***
-     *
-     * @author hongawen
-     * @date 2023/11/7 14:44
-     */
-    private void dealResponse(CalculatedParam calculatedParam, LiteflowResponse liteflowResponse, String methodDescribe) {
-        MemorySizeUtil.getNowMemory();
-        if (liteflowResponse.isSuccess()) {
-            // 获取执行步骤列表
-            long allTime = 0;
-            Map<String, List<CmpStep>> executeSteps = liteflowResponse.getExecuteSteps();
-            for (String key : executeSteps.keySet()) {
-                List<CmpStep> cmpSteps = executeSteps.get(key);
-                long timeSum = cmpSteps.stream().mapToLong(CmpStep::getTimeSpent).sum();
-                allTime+=timeSum;
-            }
-            logger.info("日期{}，{}执行{}成功,执行总时长{}分钟", calculatedParam.getDataDate(), methodDescribe, calculatedParam.isFullChain() ? "全链" : "指定节点：".concat(String.join(StrPool.COMMA, calculatedParam.getTagNames())),allTime/1000/60);
-        } else {
-            Map<String, List<CmpStep>> executeSteps = liteflowResponse.getExecuteSteps();
-            CmpStep failStep = null;
-            for (String key : executeSteps.keySet()) {
-                List<CmpStep> cmpSteps = executeSteps.get(key);
-                cmpSteps = cmpSteps.stream().filter(cmpStep -> !cmpStep.isSuccess()).collect(Collectors.toList());
-                if (CollectionUtil.isNotEmpty(cmpSteps)) {
-                    failStep = cmpSteps.get(0);
-                }
-            }
-            logger.error("日期{}，{}执行{}失败，在执行{}失败，失败原因:{}"
-                    , calculatedParam.getDataDate()
-                    , methodDescribe
-                    , calculatedParam.isFullChain() ? "全链" : "指定节点：".concat(String.join(StrPool.COMMA, calculatedParam.getTagNames()))
-                    , failStep.getNodeId().concat(Objects.isNull(failStep.getTag()) ? "" : StrPool.DASHED.concat(failStep.getTag()))
-                    , Objects.isNull(failStep.getException()) ? null : failStep.getException().getMessage());
-        }
-    }
 
 
     @OperateInfo(info = LogEnum.BUSINESS_COMMON)
@@ -151,13 +117,13 @@ public class ExecutionCenter extends BaseController {
             DateTime endDate = DateUtil.parse(baseParam.getEndTime(), DatePattern.NORM_DATE_FORMAT);
             long betweenDay = DateUtil.betweenDay(startDate, endDate, true);
             //递增日期执行算法链
-            for (int i = 0; i < betweenDay; i++) {
+            for (int i = 0; i <= betweenDay; i++) {
                 if (i != 0) {
                     startDate = DateUtil.offsetDay(startDate, 1);
                 }
                 calculatedParam.setDataDate(DateUtil.format(startDate, DatePattern.NORM_DATE_PATTERN));
-                liteflowResponse = flowExecutor.execute2Resp("measurement_point", calculatedParam);
-                dealResponse(calculatedParam, liteflowResponse, methodDescribe);
+                CalculatedParam repairParam = BeanUtil.copyProperties(calculatedParam, CalculatedParam.class);
+                flowService.execute2Resp(methodDescribe, repairParam);
             }
         } else {
             //非补招
@@ -185,11 +151,12 @@ public class ExecutionCenter extends BaseController {
             DateTime endDate = DateUtil.parse(baseParam.getEndTime(), DatePattern.NORM_DATE_FORMAT);
             long betweenDay = DateUtil.betweenDay(startDate, endDate, true);
             //递增日期执行算法链
-            for (int i = 0; i < betweenDay; i++) {
+            for (int i = 0; i <= betweenDay; i++) {
                 if (i != 0) {
                     startDate = DateUtil.offsetDay(startDate, 1);
                 }
                 calculatedParam.setDataDate(DateUtil.format(startDate, DatePattern.NORM_DATE_PATTERN));
+                calculatedParam.setType(2);
                 liteflowResponse = flowExecutor.execute2Resp("wl_measurement_point", calculatedParam);
                 dealResponse(calculatedParam, liteflowResponse, methodDescribe);
             }
@@ -219,7 +186,7 @@ public class ExecutionCenter extends BaseController {
             DateTime endDate = DateUtil.parse(baseParam.getEndTime(), DatePattern.NORM_DATE_FORMAT);
             long betweenDay = DateUtil.betweenDay(startDate, endDate, true);
             //递增日期执行算法链
-            for (int i = 0; i < betweenDay; i++) {
+            for (int i = 0; i <= betweenDay; i++) {
                 if (i != 0) {
                     startDate = DateUtil.offsetDay(startDate, 1);
                 }
@@ -232,7 +199,7 @@ public class ExecutionCenter extends BaseController {
             liteflowResponse = flowExecutor.execute2Resp("special_analysis", calculatedParam);
             dealResponse(calculatedParam, liteflowResponse, methodDescribe);
         }
-        
+
     }
 
     @OperateInfo(info = LogEnum.BUSINESS_COMMON)
@@ -262,7 +229,7 @@ public class ExecutionCenter extends BaseController {
             DateTime endDate = DateUtil.parse(baseParam.getEndTime(), DatePattern.NORM_DATETIME_FORMAT);
             long betweenHour = DateUtil.between(startDate, endDate, DateUnit.HOUR);
             //递增日期执行算法链
-            for (int i = 0; i < betweenHour; i++) {
+            for (int i = 0; i <= betweenHour; i++) {
                 if (i != 0) {
                     startDate = DateUtil.offsetHour(startDate, 1);
                 }
@@ -276,7 +243,7 @@ public class ExecutionCenter extends BaseController {
             liteflowResponse = flowExecutor.execute2Resp("measurement_point_hour", calculatedParam);
             dealResponse(calculatedParam, liteflowResponse, methodDescribe);
         }
-        
+
     }
 
     @OperateInfo(info = LogEnum.BUSINESS_COMMON)
@@ -304,7 +271,7 @@ public class ExecutionCenter extends BaseController {
             DateTime endDate = DateUtil.parse(baseParam.getEndTime(), DatePattern.NORM_DATE_FORMAT);
             long betweenDay = DateUtil.betweenDay(startDate, endDate, true);
             //递增日期执行算法链
-            for (int i = 0; i < betweenDay; i++) {
+            for (int i = 0; i <= betweenDay; i++) {
                 if (i != 0) {
                     startDate = DateUtil.offsetDay(startDate, 1);
                 }
@@ -317,7 +284,7 @@ public class ExecutionCenter extends BaseController {
             liteflowResponse = flowExecutor.execute2Resp("device", calculatedParam);
             dealResponse(calculatedParam, liteflowResponse, methodDescribe);
         }
-        
+
     }
 
     @OperateInfo(info = LogEnum.BUSINESS_COMMON)
@@ -343,7 +310,7 @@ public class ExecutionCenter extends BaseController {
             DateTime endDate = DateUtil.parse(baseParam.getEndTime(), DatePattern.NORM_DATE_FORMAT);
             long betweenDay = DateUtil.betweenDay(startDate, endDate, true);
             //递增日期执行算法链
-            for (int i = 0; i < betweenDay; i++) {
+            for (int i = 0; i <= betweenDay; i++) {
                 if (i != 0) {
                     startDate = DateUtil.offsetDay(startDate, 1);
                 }
@@ -356,7 +323,7 @@ public class ExecutionCenter extends BaseController {
             liteflowResponse = flowExecutor.execute2Resp("org_point", calculatedParam);
             dealResponse(calculatedParam, liteflowResponse, methodDescribe);
         }
-        
+
     }
 
     //
@@ -431,7 +398,7 @@ public class ExecutionCenter extends BaseController {
             DateTime endDate = DateUtil.parse(baseParam.getEndTime(), DatePattern.NORM_DATE_FORMAT);
             long betweenDay = DateUtil.betweenDay(startDate, endDate, true);
             //递增日期执行算法链
-            for (int i = 0; i < betweenDay; i++) {
+            for (int i = 0; i <= betweenDay; i++) {
                 if (i != 0) {
                     startDate = DateUtil.offsetDay(startDate, 1);
                 }
@@ -444,7 +411,7 @@ public class ExecutionCenter extends BaseController {
             liteflowResponse = flowExecutor.execute2Resp("sub_station", calculatedParam);
             dealResponse(calculatedParam, liteflowResponse, methodDescribe);
         }
-        
+
     }
 //
 //    /**

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/executor/MeasurementExecutor.java

@@ -231,7 +231,7 @@ public class MeasurementExecutor extends BaseExecutor {
         dayDataService.dataVHandler(bindCmp.getRequestData());
     }
 
-        @LiteflowMethod(value = LiteFlowMethodEnum.IS_ACCESS, nodeId = "dataI", nodeType = NodeTypeEnum.COMMON)
+    @LiteflowMethod(value = LiteFlowMethodEnum.IS_ACCESS, nodeId = "dataI", nodeType = NodeTypeEnum.COMMON)
     public boolean dataIToDayAccess(NodeComponent bindCmp) {
         return isAccess(bindCmp);
     }

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/service/line/FlowAsyncService.java

@@ -0,0 +1,45 @@
+package com.njcn.algorithm.service.line;
+
+import com.njcn.algorithm.pojo.bo.CalculatedParam;
+import com.njcn.dataProcess.pojo.dto.PqReasonableRangeDto;
+import com.njcn.device.pq.pojo.vo.LineDetailVO;
+import com.njcn.system.pojo.po.DictData;
+
+import java.util.List;
+import java.util.Map;
+
+public interface  FlowAsyncService {
+
+    /**
+     * 算法多线程执行
+     * @param methodDescribe
+     * @param calculatedParam
+     * @Author: wr
+     * @Date: 2025/12/17 9:25
+     */
+    void execute2Resp(String methodDescribe,CalculatedParam calculatedParam);
+
+
+    /**
+     * 多线程数据清洗方法
+     * @param line
+     * @param map
+     * @param dataDate
+     * @param dip
+     * @param rise
+     * @param size
+     * @param i
+     * @Author: wr
+     * @Date: 2025/12/17 10:48
+     */
+    void lineDataClean(LineDetailVO.Detail line,
+                       Map<String, List<PqReasonableRangeDto>> map,
+                       String dataDate,
+                       DictData dip,
+                       DictData rise,
+                       int size,
+                       int i
+    );
+
+
+}

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/service/line/IDataCleanService.java

@@ -2,6 +2,8 @@ package com.njcn.algorithm.service.line;
 
 import com.njcn.algorithm.pojo.bo.CalculatedParam;
 
+import java.util.concurrent.CompletableFuture;
+
 /**
  * @author xy
  */
@@ -92,4 +94,5 @@ public interface IDataCleanService {
      * @param calculatedParam 查询条件
      */
     void dataFlickerCleanHandler(CalculatedParam calculatedParam);
+
 }

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/service/line/IDataLimitRateAsync.java

@@ -0,0 +1,27 @@
+package com.njcn.algorithm.service.line;
+
+import com.njcn.device.biz.pojo.po.Overlimit;
+
+import java.util.List;
+import java.util.Map;
+
+public interface IDataLimitRateAsync {
+
+    /**
+     * limit_rate多线程算法
+     * @param dataDate
+     * @param list
+     * @param phase
+     * @param overLimitMap
+     * @param size
+     * @param i
+     * @Author: wr
+     * @Date: 2025/12/17 12:16
+     */
+    void lineDataRate(String dataDate,
+                      List<String> list,
+                      List<String> phase,
+                      Map<String, Overlimit> overLimitMap,
+                      int size,
+                      int i);
+}

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/serviceimpl/line/IDataCrossingServiceImpl.java

@@ -6,23 +6,19 @@ import cn.hutool.core.collection.ListUtil;
 import cn.hutool.core.date.DatePattern;
 import cn.hutool.core.date.LocalDateTimeUtil;
 import cn.hutool.core.util.ObjectUtil;
-import com.alibaba.fastjson.JSON;
 import com.njcn.algorithm.pojo.bo.CalculatedParam;
 import com.njcn.algorithm.service.line.IDataCrossingService;
+import com.njcn.algorithm.service.line.IDataLimitRateAsync;
 import com.njcn.algorithm.utils.MemorySizeUtil;
 import com.njcn.common.utils.PubUtils;
 import com.njcn.csdevice.api.CsLineFeignClient;
 import com.njcn.dataProcess.api.*;
 import com.njcn.dataProcess.constant.PhaseType;
-import com.njcn.dataProcess.enums.DataCleanEnum;
 import com.njcn.dataProcess.param.LineCountEvaluateParam;
 import com.njcn.dataProcess.pojo.dto.*;
-import com.njcn.dataProcess.pojo.po.PqDataVerify;
 import com.njcn.dataProcess.util.TimeUtils;
 import com.njcn.device.biz.commApi.CommTerminalGeneralClient;
 import com.njcn.device.biz.pojo.po.Overlimit;
-import com.njcn.influx.constant.InfluxDbSqlConstant;
-import com.njcn.influx.pojo.constant.InfluxDBTableConstant;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.collections4.ListUtils;
@@ -40,7 +36,6 @@ import java.math.BigDecimal;
 import java.math.RoundingMode;
 import java.time.LocalDateTime;
 import java.util.ArrayList;
-import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.function.Function;
@@ -58,54 +53,25 @@ public class IDataCrossingServiceImpl implements IDataCrossingService {
 
     private static final Logger logger = LoggerFactory.getLogger(DayDataServiceImpl.class);
     @Value("${line.num}")
-    private Integer NUM = 100;
-    @Resource
-    private DataVFeignClient dataVFeignClient;
+    private Integer NUM;
+
     @Resource
     private CommTerminalGeneralClient commTerminalGeneralClient;
     @Resource
-    private DataIFeignClient dataIFeignClient;
-    @Resource
-    private DataPltFeignClient dataPltFeignClient;
-    @Resource
-    private DataInharmVFeignClient dataInharmVFeignClient;
-    @Resource
-    private DataHarmRateVFeignClient dataHarmRateVFeignClient;
-    @Resource
     private DataLimitRateFeignClient dataLimitRateFeignClient;
     @Resource
-    private DataLimitRateDetailFeignClient dataLimitRateDetailFeignClient;
-    @Resource
-    private PqDataVerifyFeignClient pqDataVerifyFeignClient;
-    @Resource
     private DataLimitTargetFeignClient dataLimitTargetFeignClient;
     @Resource
     private DataLimitQualifiedFeignClient dataLimitQualifiedFeignClient;
     @Resource
+    private IDataLimitRateAsync dataLimitRateAsync;
+    @Resource
     private CsLineFeignClient csLineFeignClient;
 
-
     @Override
     public void limitRateHandler(CalculatedParam calculatedParam) {
         MemorySizeUtil.getNowMemory();
-
-        Runtime runtime = Runtime.getRuntime();
-        // 获取 JVM 最大可用内存（以字节为单位）
-        long maxMemory = runtime.maxMemory();
-        // 获取 JVM 当前已分配的内存（以字节为单位）
-        long totalMemory = runtime.totalMemory();
-        // 获取 JVM 当前空闲内存（以字节为单位）
-        long freeMemory = runtime.freeMemory();
-        // 计算已使用的内存
-        long usedMemory = totalMemory - freeMemory;
-
-        System.out.println("最大可用内存: " + maxMemory / (1024 * 1024) + " MB");
-        System.out.println("当前已分配的内存: " + totalMemory / (1024 * 1024) + " MB");
-        System.out.println("当前空闲内存: " + freeMemory / (1024 * 1024) + " MB");
-        System.out.println("已使用的内存: " + usedMemory / (1024 * 1024) + " MB");
-        System.out.println("第一次分析结束-----------------------------------------");
-
-        logger.info("{},limitRate表转r_stat_limit_rate_d算法开始=====》", LocalDateTime.now());
+        System.err.println("limitRate表转r_stat_limit_rate_d算法开始，执行日期为{}=====》"+calculatedParam.getDataDate());
         List<DataLimitDetailDto> result = new ArrayList<>();
         //远程接口获取分钟数据
         LineCountEvaluateParam lineParam = new LineCountEvaluateParam();
@@ -114,151 +80,16 @@ public class IDataCrossingServiceImpl implements IDataCrossingService {
         lineParam.setType(calculatedParam.getType());
         List<String> lineIds = calculatedParam.getIdList();
         //获取所有监测点的限值
-        List<Overlimit> overLimitList = csLineFeignClient.getOverLimitData(lineIds).getData();
+        List<Overlimit> overLimitList = commTerminalGeneralClient.getOverLimitDataByIds(lineIds).getData();
         Map<String, Overlimit> overLimitMap = overLimitList.stream().collect(Collectors.toMap(Overlimit::getId, Function.identity()));
-        //添加异常数据时间点
-        getAbnormalData(lineParam);
         //以100个监测点分片处理
-        List<List<String>> pendingIds = ListUtils.partition(lineIds, NUM);
+        List<List<String>> pendingIds = ListUtils.partition(lineIds, 1);
         ArrayList<String> phase = ListUtil.toList(PhaseType.PHASE_A, PhaseType.PHASE_B, PhaseType.PHASE_C);
         MemorySizeUtil.getNowMemory();
-        pendingIds.forEach(list -> {
-            lineParam.setLineId(list);
-            //获取电压数据
-            List<DataVDto> dataVAllTime = dataVFeignClient.getRawData(lineParam).getData();
-            //闪变数据
-            List<DataPltDto> dataPltAllTime = dataPltFeignClient.getRawData(lineParam).getData();
-            //谐波数据
-            List<DataHarmDto> dataVHarmList = dataHarmRateVFeignClient.getRawData(lineParam).getData();
-            //间谐波数据
-            List<DataHarmDto> dataVInHarmList = dataInharmVFeignClient.getRawData(lineParam).getData();
-            //电流数据
-            List<DataIDto> dataIList = dataIFeignClient.getRawData(lineParam).getData();
-            /**
-             * 功能描述:获取influxDB -> data_v ->
-             *              总计算次数(用data_v中phasic_type=A,value_type=avg,quality_flag=0来参与统计)
-             */
-            Map<String, List<DataVDto>> allTime = dataVAllTime.stream()
-                    .filter(x -> PhaseType.PHASE_A.equals(x.getPhasicType()))
-                    .filter(x -> InfluxDbSqlConstant.AVG_WEB.equalsIgnoreCase(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataVDto::getLineId));
-
-            /**
-             * 功能描述:获取influxDB -> data_plt ->
-             *               闪变总计算次数(用data_plt中phasic_type=A,value_type=avg,quality_flag=0来参与统计)
-             */
-            Map<String, List<DataPltDto>> pltAllTime = dataPltAllTime.stream()
-                    .filter(x -> PhaseType.PHASE_A.equals(x.getPhasicType()))
-                    .filter(x -> InfluxDbSqlConstant.AVG_WEB.equalsIgnoreCase(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataPltDto::getLineId));
-
-            /**
-             *功能描述:获取influxDB -> data_harmrate_v ->
-             *              2-25次谐波电压含有率 -> A相||B相||C相的日95%概率值
-             */
-            Map<String, List<DataHarmDto>> harmRateV = dataVHarmList.stream()
-                    .filter(x -> phase.contains(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataHarmDto::getLineId));
-
-            /**
-             * 功能描述:获取influxDB -> data_i -> 2-25次谐波电流 -> 日95%概率值
-             */
-            Map<String, List<DataIDto>> dataI = dataIList.stream()
-                    .filter(x -> phase.contains(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataIDto::getLineId));
-
-
-            /**
-             * 功能描述:获取influxDB -> data_inharm_v -> 0.5-15.5次间谐波电压含有率 -> 日95%概率值
-             */
-            Map<String, List<DataHarmDto>> inHarmV = dataVInHarmList.stream()
-                    .filter(x -> phase.contains(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataHarmDto::getLineId));
-
-            /**
-             * 功能描述:获取influxDB -> data_v -> 电压总谐波畸变率 -> 日95%概率值
-             */
-            Map<String, List<DataVDto>> dataVThd = dataVAllTime.stream()
-                    .filter(x -> phase.contains(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataVDto::getLineId));
-
-            /**
-             * 功能描述:获取influxDB -> data_v -> 负序电压不平衡度 -> 最大值 && 日95%概率值
-             */
-            Map<String, List<DataVDto>> dataVUnbalance = dataVAllTime.stream()
-                    .filter(x -> InfluxDBTableConstant.PHASE_TYPE_T.equals(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()) ||
-                            InfluxDBTableConstant.MAX.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataVDto::getLineId));
-
-            /**
-             * 功能描述:获取influxDB -> data_i -> 负序电流 -> 最大值 && 日95%概率值
-             */
-            Map<String, List<DataIDto>> dataINeg = dataIList.stream()
-                    .filter(x -> InfluxDBTableConstant.PHASE_TYPE_T.equals(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()) ||
-                            InfluxDBTableConstant.MAX.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataIDto::getLineId));
-
-            /**
-             * 功能描述:获取influxDB -> data_v -> 频率偏差 -> 最大值 && 最小值
-             */
-            Map<String, List<DataVDto>> dataVFreq = dataVAllTime.stream()
-                    .filter(x -> InfluxDBTableConstant.PHASE_TYPE_T.equals(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.MIN.equals(x.getValueType()) ||
-                            InfluxDBTableConstant.MAX.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataVDto::getLineId));
-            /**
-             * 功能描述:获取influxDB -> data_v -> 电压偏差 -> 最大值
-             */
-            Map<String, List<DataVDto>> dataVDev = dataVAllTime.stream()
-                    .filter(x -> phase.contains(x.getPhasicType()))
-                    .filter(x -> InfluxDBTableConstant.MAX.equals(x.getValueType()))
-                    .collect(Collectors.groupingBy(DataVDto::getLineId));
-
-            /**
-             * 功能描述:获取influxDB -> data_plt -> 长时间闪变 -> 注(取最大值原始算法去掉了，现没有根据最大值比较)
-             */
-            Map<String, List<DataPltDto>> dataPlt = dataPltAllTime.stream()
-                    .filter(x -> phase.contains(x.getPhasicType()))
-                    .collect(Collectors.groupingBy(DataPltDto::getLineId));
-
-            for (String item : list) {
-                if(ObjectUtil.isNotNull(overLimitMap.get(item))){
-                    result.addAll(getData(calculatedParam.getDataDate(),
-                            overLimitMap.get(item),
-                            allTime.get(item),
-                            pltAllTime.get(item),
-                            harmRateV.get(item),
-                            dataI.get(item),
-                            inHarmV.get(item),
-                            dataVThd.get(item),
-                            dataVUnbalance.get(item),
-                            dataINeg.get(item),
-                            dataVFreq.get(item),
-                            dataVDev.get(item),
-                            dataPlt.get(item)));
-                }
-            }
-        });
-        MemorySizeUtil.getNowMemory();
-        if (CollUtil.isNotEmpty(result)) {
-            //存储数据
-            List<DataLimitRateDto> dataLimitRate = result.stream().map(DataLimitDetailDto::getDataLimitRate).filter(ObjectUtil::isNotNull).collect(Collectors.toList());
-            if(CollUtil.isNotEmpty(dataLimitRate)){
-                dataLimitRateFeignClient.batchInsertion(dataLimitRate);
-            }
-        }
-        if (CollUtil.isNotEmpty(result)) {
-            //存储数据
-            List<DataLimitRateDetailDto> detail = result.stream().map(DataLimitDetailDto::getDataLimitRateDetail).filter(x -> ObjectUtil.isNotNull(x)).collect(Collectors.toList());
-            if(CollUtil.isNotEmpty(detail)){
-                dataLimitRateDetailFeignClient.batchInsertion(detail);
-            }
+        for (int i = 0; i < pendingIds.size(); i++) {
+            logger.info(calculatedParam.getDataDate()+" 总分区数据：" + pendingIds.size() + "=====》当前第"+(i + 1)+"小分区");
+            List<String> list = pendingIds.get(i);
+            dataLimitRateAsync.lineDataRate(calculatedParam.getDataDate(), list, phase, overLimitMap, pendingIds.size(), (i + 1));
         }
         System.gc();
     }
@@ -465,665 +296,6 @@ public class IDataCrossingServiceImpl implements IDataCrossingService {
     }
 
 
-    /**
-     * @Description: getData
-     * @Param: [overlimit, allTimeList, flickerAllTimeList, dataHarmRateVPOList, dataIPOList, dataInHarmVPOList, dataVPOList, dataVPOUnbalanceList, dataIPONegList, dataVPOFreqList, dataVPODevList, dataPltPOList]
-     * @return: java.util.List<com.njcn.harmonic.pojo.po.LimitRate>
-     * @Author: clam
-     * @Date: 2022/10/18
-     */
-    private List<DataLimitDetailDto> getData(String dataDate,
-                                             Overlimit overlimit,
-                                             List<DataVDto> allTimeList,
-                                             List<DataPltDto> flickerAllTimeList,
-                                             List<DataHarmDto> dataHarmRateVPOList,
-                                             List<DataIDto> dataIPOList,
-                                             List<DataHarmDto> dataInHarmVPOList,
-                                             List<DataVDto> dataVPOList,
-                                             List<DataVDto> dataVPOUnbalanceList,
-                                             List<DataIDto> dataIPONegList,
-                                             List<DataVDto> dataVPOFreqList,
-                                             List<DataVDto> dataVPODevList,
-                                             List<DataPltDto> dataPltPOList) {
-        List<DataLimitDetailDto> result = new ArrayList<>();
-
-        Map<String, List<DataHarmDto>> harmRateVByPhaseType = new HashMap<>();
-        Map<String, List<DataIDto>> dataIByPhaseType = new HashMap<>();
-        Map<String, List<DataHarmDto>> dataInHarmVPhaseType = new HashMap<>();
-        Map<String, List<DataVDto>> dataVPhaseType = new HashMap<>();
-        Map<String, List<DataVDto>> dataVDevPhaseType = new HashMap<>();
-        Map<String, List<DataPltDto>> dataPltPhaseType = new HashMap<>();
-
-
-        Integer allTime = 0;
-        Integer flickerAllTime = 0;
-        if (!CollectionUtils.isEmpty(allTimeList)) {
-            allTime = allTimeList.size();
-        }
-        if (!CollectionUtils.isEmpty(flickerAllTimeList)) {
-            flickerAllTime = flickerAllTimeList.size();
-        }
-        if (!CollectionUtils.isEmpty(dataHarmRateVPOList)) {
-            harmRateVByPhaseType = dataHarmRateVPOList.stream().collect(Collectors.groupingBy(DataHarmDto::getPhasicType));
-        }
-        if (!CollectionUtils.isEmpty(dataIPOList)) {
-            dataIByPhaseType = dataIPOList.stream().collect(Collectors.groupingBy(DataIDto::getPhasicType));
-        }
-        if (!CollectionUtils.isEmpty(dataInHarmVPOList)) {
-            dataInHarmVPhaseType = dataInHarmVPOList.stream().collect(Collectors.groupingBy(DataHarmDto::getPhasicType));
-        }
-        if (!CollectionUtils.isEmpty(dataVPOList)) {
-            dataVPhaseType = dataVPOList.stream().collect(Collectors.groupingBy(DataVDto::getPhasicType));
-        }
-        if (!CollectionUtils.isEmpty(dataVPODevList)) {
-            dataVDevPhaseType = dataVPODevList.stream().collect(Collectors.groupingBy(DataVDto::getPhasicType));
-        }
-        if (!CollectionUtils.isEmpty(dataPltPOList)) {
-            dataPltPhaseType = dataPltPOList.stream().collect(Collectors.groupingBy(DataPltDto::getPhasicType));
-        }
-        DataLimitDetailDto a = limitRateData(dataDate, overlimit, allTime, flickerAllTime, PhaseType.PHASE_A, overlimit.getId(), harmRateVByPhaseType.get(PhaseType.PHASE_A), dataIByPhaseType.get(PhaseType.PHASE_A), dataInHarmVPhaseType.get(PhaseType.PHASE_A), dataVPhaseType.get(PhaseType.PHASE_A), dataVDevPhaseType.get(PhaseType.PHASE_A), dataPltPhaseType.get(PhaseType.PHASE_A));
-        DataLimitDetailDto b = limitRateData(dataDate, overlimit, allTime, flickerAllTime, PhaseType.PHASE_B, overlimit.getId(), harmRateVByPhaseType.get(PhaseType.PHASE_B), dataIByPhaseType.get(PhaseType.PHASE_B), dataInHarmVPhaseType.get(PhaseType.PHASE_B), dataVPhaseType.get(PhaseType.PHASE_B), dataVDevPhaseType.get(PhaseType.PHASE_B), dataPltPhaseType.get(PhaseType.PHASE_B));
-        DataLimitDetailDto c = limitRateData(dataDate, overlimit, allTime, flickerAllTime, PhaseType.PHASE_C, overlimit.getId(), harmRateVByPhaseType.get(PhaseType.PHASE_C), dataIByPhaseType.get(PhaseType.PHASE_C), dataInHarmVPhaseType.get(PhaseType.PHASE_C), dataVPhaseType.get(PhaseType.PHASE_C), dataVDevPhaseType.get(PhaseType.PHASE_C), dataPltPhaseType.get(PhaseType.PHASE_C));
-        DataLimitDetailDto t = limitRateDataT(dataDate, overlimit, allTime, flickerAllTime, overlimit.getId(), dataHarmRateVPOList, dataIPOList, dataInHarmVPOList, dataVPOList, dataVPOUnbalanceList, dataIPONegList, dataVPOFreqList, dataVPODevList, dataPltPOList);
-        result.add(a);
-        result.add(b);
-        result.add(c);
-        result.add(t);
-        return result;
-    }
-
-    /**
-     * @param lineParam
-     * @Description:
-     * @Author: wr
-     * @Date: 2025/3/11 9:04
-     */
-    private void getAbnormalData(LineCountEvaluateParam lineParam) {
-        lineParam.setTableName(DataCleanEnum.DataV.getCode());
-        // 获取异常数据，用于排除异常数据
-        List<PqDataVerify> pqDataVerifies = pqDataVerifyFeignClient.queryData(lineParam).getData();
-        if (CollUtil.isNotEmpty(pqDataVerifies)) {
-            Map<String, List<String>> timeMap = pqDataVerifies.stream()
-                    .collect(Collectors.groupingBy(
-                            PqDataVerify::getLineId,
-                            Collectors.mapping(item -> TimeUtils.LocalDateTimeToString(item.getTime()), Collectors.toList())
-                    ));
-            lineParam.setAbnormalTime(timeMap);
-        }
-    }
-
-    /**
-     * @Description: limitRateData
-     * @Param: [overlimit, allTime, flickerAllTime, phasicType, lineId, dataHarmRateVPOList, dataIPOList, dataInHarmVPOList, dataVPOList, dataVUnbalanceList, dataINegList]
-     * @return: com.njcn.harmonic.pojo.po.LimitRate
-     * @Author: clam
-     * @Date: 2022/10/18
-     */
-    public DataLimitDetailDto limitRateData(String dataDate,
-                                            Overlimit overlimit,
-                                            Integer allTime,
-                                            Integer flickerAllTime,
-                                            String phasicType, String lineId,
-                                            List<DataHarmDto> dataHarmRateVPOList,
-                                            List<DataIDto> dataIPOList,
-                                            List<DataHarmDto> dataInHarmVPOList,
-                                            List<DataVDto> dataVPOList,
-                                            List<DataVDto> dataVPODevList,
-                                            List<DataPltDto> dataPltPOList) {
-        List<AbnormalData> thd = new ArrayList<>(), uDev = new ArrayList<>(), flicker = new ArrayList<>(), freqDev = new ArrayList<>(), uAberrance = new ArrayList<>(), iNeg = new ArrayList<>();
-        DataLimitDetailDto dto = new DataLimitDetailDto();
-        DataLimitRateDto limitRate = new DataLimitRateDto();
-        // 初始化 v 系列列表
-        List<AbnormalData>[] v = new List[24];
-        for (int i = 0; i < 24; i++) {
-            v[i] = new ArrayList<>();
-        }
-        // 处理数据
-        if (!CollectionUtils.isEmpty(dataHarmRateVPOList)) {
-            for (DataHarmDto item : dataHarmRateVPOList) {
-                for (int i = 2; i < 26; i++) {
-                    try {
-                        // 获取 DataHarmDto 类的 getVx 方法
-                        Method getVMethod = DataHarmDto.class.getMethod("getV" + i);
-                        Double value = (Double) getVMethod.invoke(item);
-                        // 获取 Overlimit 类的 getUharmx 方法
-                        Method getUharmMethod = Overlimit.class.getMethod("getUharm" + i);
-                        float limit = (float) getUharmMethod.invoke(overlimit);
-                        if (ObjectUtil.isNotNull(value)){
-                            if (value > limit) {
-                                addAbnormalData(v[i - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
-                            }
-                        }else{
-                            addAbnormalData(v[i - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
-                        }
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-
-        // 初始化 i 系列列表
-        List<AbnormalData>[] i = new List[24];
-        for (int j = 0; j < 24; j++) {
-            i[j] = new ArrayList<>();
-        }
-        // 处理数据
-        if (!CollectionUtils.isEmpty(dataIPOList)) {
-            for (DataIDto item : dataIPOList) {
-                for (int j = 2; j < 26; j++) {
-                    try {
-                        // 获取 DataHarmDto 类的 getIx 方法
-                        Method getVMethod = DataIDto.class.getMethod("getI" + j);
-                        Double value = (Double) getVMethod.invoke(item);
-                        // 获取 Overlimit 类的 getUharmx 方法
-                        Method getUharmMethod = Overlimit.class.getMethod("getIharm" + j);
-                        float limit = (float) getUharmMethod.invoke(overlimit);
-                        if (value > limit) {
-                            addAbnormalData(i[j - 2], item.getValueType(), item.getPhasicType(), item.getMinTime(), value, limit);
-                        }
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-        // 初始化 uHarm 系列列表
-        List<AbnormalData>[] uHarm = new List[16];
-        for (int j = 0; j < 16; j++) {
-            uHarm[j] = new ArrayList<>();
-        }
-        // 处理数据
-        if (!CollectionUtils.isEmpty(dataInHarmVPOList)) {
-            for (DataHarmDto item : dataInHarmVPOList) {
-                for (int j = 1; j < 17; j++) {
-                    try {
-                        // 获取 DataHarmDto 类的 getVx 方法
-                        Method getVMethod = DataHarmDto.class.getMethod("getV" + j);
-                        Double value = (Double) getVMethod.invoke(item);
-                        // 获取 Overlimit 类的 getUharmx 方法
-                        Method getUharmMethod = Overlimit.class.getMethod("getInuharm" + j);
-                        float limit = (float) getUharmMethod.invoke(overlimit);
-                        if (value > limit) {
-                            addAbnormalData(uHarm[j - 1], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
-                        }
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-        //电压总谐波畸变率
-        if (!CollectionUtils.isEmpty(dataVPOList)) {
-            for (DataVDto item : dataVPOList) {
-                if (ObjectUtil.isNull(item.getVThd())||item.getVThd() > overlimit.getUaberrance()) {
-                    addAbnormalData(thd, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVThd(), overlimit.getUaberrance());
-                }
-            }
-        }
-        //电压上偏差、电压下偏差(根据vl_dev的正负判断是用哪个值判断越限)
-        if (!CollectionUtils.isEmpty(dataVPODevList)) {
-            for (DataVDto item : dataVPODevList) {
-                if (ObjectUtil.isNull(item.getVlDev())||item.getVlDev() >= 0) {
-                    if (item.getVlDev() > overlimit.getVoltageDev()) {
-                        addAbnormalData(uDev, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVlDev(), overlimit.getVoltageDev());
-                    }
-                } else {
-                    if (Math.abs(item.getVuDev()) > Math.abs(overlimit.getUvoltageDev())) {
-                        addAbnormalData(uDev, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVlDev(), overlimit.getUvoltageDev());
-                    }
-                }
-            }
-        }
-        //长时间闪变
-        if (!CollectionUtils.isEmpty(dataPltPOList)) {
-            for (DataPltDto item : dataPltPOList) {
-                if (ObjectUtil.isNull(item.getPlt())||item.getPlt() > overlimit.getFlicker()) {
-                    addAbnormalData(flicker, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getPlt(), overlimit.getFlicker());
-                }
-            }
-        }
-        limitRate.setLineId(lineId);
-        limitRate.setTime(LocalDateTimeUtil.parseDate(dataDate, DatePattern.NORM_DATE_PATTERN));
-        limitRate.setPhasicType(phasicType);
-        limitRate.setAllTime(allTime);
-        limitRate.setFlickerAllTime(flickerAllTime);
-
-        limitRate.setFlickerOvertime(flicker.size());
-        limitRate.setUaberranceOvertime(thd.size());
-        limitRate.setINegOvertime(iNeg.size());
-        limitRate.setFreqDevOvertime(freqDev.size());
-        limitRate.setUbalanceOvertime(uAberrance.size());
-        limitRate.setVoltageDevOvertime(uDev.size());
-        dto.setDataLimitRate(getDataLimitRateDto(limitRate, v, i, uHarm));
-
-        return dto;
-    }
-
-
-    public DataLimitDetailDto limitRateDataT(
-            String dataDate,
-            Overlimit overlimit,
-            Integer allTime,
-            Integer flickerAllTime,
-            String lineId,
-            List<DataHarmDto> dataHarmRateVPOList,
-            List<DataIDto> dataIPOList,
-            List<DataHarmDto> dataInHarmVPOList,
-            List<DataVDto> dataVPOList,
-            List<DataVDto> dataVPOUnbalanceList,
-            List<DataIDto> dataIPONegList,
-            List<DataVDto> dataVPOFreqList,
-            List<DataVDto> dataVPODevList,
-            List<DataPltDto> dataPltPOList) {
-        DataLimitDetailDto dto = new DataLimitDetailDto();
-        DataLimitRateDto limitRate = new DataLimitRateDto();
-        List<AbnormalData> thd = new ArrayList<>(), uDev = new ArrayList<>(), flicker = new ArrayList<>(), freqDev = new ArrayList<>(), uAberrance = new ArrayList<>(), iNeg = new ArrayList<>();
-        // 初始化 v 系列列表
-        List<AbnormalData>[] v = new List[24];
-        for (int i = 0; i < 24; i++) {
-            v[i] = new ArrayList<>();
-        }
-        // 处理数据
-        if (!CollectionUtils.isEmpty(dataHarmRateVPOList)) {
-            for (DataHarmDto item : dataHarmRateVPOList) {
-                for (int i = 2; i < 26; i++) {
-                    try {
-                        // 获取 DataHarmDto 类的 getVx 方法
-                        Method getVMethod = DataHarmDto.class.getMethod("getV" + i);
-                        Double value = (Double) getVMethod.invoke(item);
-                        // 获取 Overlimit 类的 getUharmx 方法
-                        Method getUharmMethod = Overlimit.class.getMethod("getUharm" + i);
-                        float limit = (float) getUharmMethod.invoke(overlimit);
-                        if (ObjectUtil.isNotNull(value)){
-                            if (value > limit) {
-                                addAbnormalData(v[i - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
-                            }
-                        }else{
-                            System.out.println(item);
-                            addAbnormalData(v[i - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
-                        }
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-
-        // 初始化 i 系列列表
-        List<AbnormalData>[] i = new List[24];
-        for (int j = 0; j < 24; j++) {
-            i[j] = new ArrayList<>();
-        }
-        // 处理数据
-        if (!CollectionUtils.isEmpty(dataIPOList)) {
-            for (DataIDto item : dataIPOList) {
-                for (int j = 2; j < 26; j++) {
-                    try {
-                        // 获取 DataHarmDto 类的 getIx 方法
-                        Method getVMethod = DataIDto.class.getMethod("getI" + j);
-                        Double value = (Double) getVMethod.invoke(item);
-                        // 获取 Overlimit 类的 getUharmx 方法
-                        Method getUharmMethod = Overlimit.class.getMethod("getIharm" + j);
-                        float limit = (float) getUharmMethod.invoke(overlimit);
-                        if (value > limit) {
-                            addAbnormalData(i[j - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
-                        }
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-        // 初始化 uHarm 系列列表
-        List<AbnormalData>[] uHarm = new List[16];
-        for (int j = 0; j < 16; j++) {
-            uHarm[j] = new ArrayList<>();
-        }
-        // 处理数据
-        if (!CollectionUtils.isEmpty(dataInHarmVPOList)) {
-            for (DataHarmDto item : dataInHarmVPOList) {
-                for (int j = 1; j < 17; j++) {
-                    try {
-                        // 获取 DataHarmDto 类的 getVx 方法
-                        Method getVMethod = DataHarmDto.class.getMethod("getV" + j);
-                        Double value = (Double) getVMethod.invoke(item);
-                        // 获取 Overlimit 类的 getUharmx 方法
-                        Method getUharmMethod = Overlimit.class.getMethod("getInuharm" + j);
-                        float limit = (float) getUharmMethod.invoke(overlimit);
-                        if (value > limit) {
-                            addAbnormalData(uHarm[j - 1], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
-                        }
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-        //电压总谐波畸变率
-        if (!CollectionUtils.isEmpty(dataVPOList)) {
-            for (DataVDto item : dataVPOList) {
-                if (ObjectUtil.isNull(item.getVThd())||item.getVThd() > overlimit.getUaberrance()) {
-                    addAbnormalData(thd, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVThd(), overlimit.getUaberrance());
-                }
-            }
-        }
-        //三相电压不平衡度
-        if (!CollectionUtils.isEmpty(dataVPOUnbalanceList)) {
-            for (DataVDto item : dataVPOUnbalanceList) {
-                if (ObjectUtil.isNull(item.getVUnbalance())||item.getVUnbalance() > overlimit.getUbalance()) {
-                    addAbnormalData(uAberrance, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVUnbalance(), overlimit.getUbalance());
-                }
-            }
-        }
-        //负序电流
-        if (!CollectionUtils.isEmpty(dataIPONegList)) {
-            for (DataIDto item : dataIPONegList) {
-                if(ObjectUtil.isNotNull(item.getINeg())){
-                    if (item.getINeg() > overlimit.getINeg()) {
-                        addAbnormalData(iNeg, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getINeg(), overlimit.getINeg());
-                    }
-                }else{
-                    System.out.println(item);
-                    addAbnormalData(iNeg, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getINeg(), overlimit.getINeg());
-                }
-
-            }
-        }
-        //频率偏差
-        if (!CollectionUtils.isEmpty(dataVPOFreqList)) {
-            for (DataVDto item : dataVPOFreqList) {
-                if (ObjectUtil.isNull(item.getFreqDev())||item.getFreqDev() > overlimit.getFreqDev()) {
-                    addAbnormalData(freqDev, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getFreqDev(), overlimit.getFreqDev());
-                }
-            }
-        }
-
-        //电压上偏差、电压下偏差(根据vl_dev的正负判断是用哪个值判断越限)
-        if (!CollectionUtils.isEmpty(dataVPODevList)) {
-            for (DataVDto item : dataVPODevList) {
-                if (ObjectUtil.isNull(item.getVlDev())||item.getVlDev() >= 0) {
-                    if (item.getVlDev() > overlimit.getVoltageDev()) {
-                        addAbnormalData(uDev, item.getPhasicType(), item.getMinTime(), item.getValueType(), item.getVlDev(), overlimit.getVoltageDev());
-                    }
-                } else {
-                    if (Math.abs(item.getVuDev()) > Math.abs(overlimit.getUvoltageDev())) {
-                        addAbnormalData(uDev, item.getPhasicType(), item.getMinTime(), item.getValueType(), item.getVlDev(), overlimit.getUvoltageDev());
-                    }
-                }
-            }
-        }
-        //长时间闪变
-        if (!CollectionUtils.isEmpty(dataPltPOList)) {
-            for (DataPltDto item : dataPltPOList) {
-                if (ObjectUtil.isNull(item.getPlt())||item.getPlt() > overlimit.getFlicker()) {
-                    addAbnormalData(flicker, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getPlt(), overlimit.getFlicker());
-                }
-            }
-        }
-        limitRate.setLineId(lineId);
-        limitRate.setTime(LocalDateTimeUtil.parseDate(dataDate, DatePattern.NORM_DATE_PATTERN));
-        limitRate.setPhasicType(PhaseType.PHASE_T);
-        limitRate.setAllTime(allTime);
-        limitRate.setFlickerAllTime(flickerAllTime);
-        limitRate.setUaberranceOvertime(thd.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setINegOvertime(iNeg.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setFreqDevOvertime(freqDev.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUbalanceOvertime(uAberrance.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setVoltageDevOvertime(uDev.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setFlickerOvertime(flicker.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm2Overtime(v[0].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm3Overtime(v[1].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm4Overtime(v[2].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm5Overtime(v[3].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm6Overtime(v[4].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm7Overtime(v[5].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm8Overtime(v[6].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm9Overtime(v[7].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm10Overtime(v[8].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm11Overtime(v[9].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm12Overtime(v[10].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm13Overtime(v[11].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm14Overtime(v[12].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm15Overtime(v[13].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm16Overtime(v[14].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm17Overtime(v[15].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm18Overtime(v[16].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm19Overtime(v[17].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm20Overtime(v[18].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm21Overtime(v[19].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm22Overtime(v[20].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm23Overtime(v[21].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm24Overtime(v[22].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setUharm25Overtime(v[23].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm2Overtime(i[0].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm3Overtime(i[1].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm4Overtime(i[2].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm5Overtime(i[3].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm6Overtime(i[4].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm7Overtime(i[5].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm8Overtime(i[6].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm9Overtime(i[7].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm10Overtime(i[8].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm11Overtime(i[9].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm12Overtime(i[10].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm13Overtime(i[11].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm14Overtime(i[12].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm15Overtime(i[13].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm16Overtime(i[14].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm17Overtime(i[15].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm18Overtime(i[16].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm19Overtime(i[17].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm20Overtime(i[18].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm21Overtime(i[19].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm22Overtime(i[20].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm23Overtime(i[21].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm24Overtime(i[22].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setIharm25Overtime(i[23].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm1Overtime(uHarm[0].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm2Overtime(uHarm[1].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm3Overtime(uHarm[2].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm4Overtime(uHarm[3].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm5Overtime(uHarm[4].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm6Overtime(uHarm[5].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm7Overtime(uHarm[6].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm8Overtime(uHarm[7].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm9Overtime(uHarm[8].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm10Overtime(uHarm[9].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm11Overtime(uHarm[10].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm12Overtime(uHarm[11].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm13Overtime(uHarm[12].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm14Overtime(uHarm[13].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm15Overtime(uHarm[14].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        limitRate.setInuharm16Overtime(uHarm[15].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
-        dto.setDataLimitRate(limitRate);
-
-        int detailAllTime = flicker.size() + uAberrance.size() + iNeg.size() + freqDev.size() + thd.size() + uDev.size() +
-                v[0].size() + v[1].size() + v[2].size() + v[3].size() + v[4].size() + v[5].size() + v[6].size() + v[7].size() + v[8].size() + v[9].size() + v[11].size() + v[12].size() + v[13].size() + v[14].size() + v[15].size() + v[16].size() + v[17].size() + v[18].size() + v[19].size() + v[20].size() + v[21].size() + v[22].size() + v[23].size() +
-                i[0].size() + i[1].size() + i[2].size() + i[3].size() + i[4].size() + i[5].size() + i[6].size() + i[7].size() + i[8].size() + i[9].size() + i[10].size() + i[11].size() + i[12].size() + i[13].size() + i[14].size() + i[15].size() + i[16].size() + i[17].size() + i[18].size() + i[19].size() + i[20].size() + i[21].size() + i[22].size() + i[23].size() +
-                uHarm[0].size() + uHarm[1].size() + uHarm[2].size() + uHarm[3].size() + uHarm[4].size() + uHarm[5].size() + uHarm[6].size() + uHarm[7].size() + uHarm[8].size() + uHarm[9].size() + uHarm[10].size() + uHarm[11].size() + uHarm[12].size() + uHarm[13].size() + uHarm[14].size() + uHarm[15].size();
-        if (detailAllTime > 0) {
-            DataLimitRateDetailDto detail = new DataLimitRateDetailDto();
-            detail.setLineId(lineId);
-            detail.setTime(LocalDateTimeUtil.parseDate(dataDate, DatePattern.NORM_DATE_PATTERN));
-            detail.setFlickerOvertime(toJson(flicker));
-            detail.setUaberranceOvertime(toJson(uAberrance));
-            detail.setINegOvertime(toJson(iNeg));
-            detail.setFreqDevOvertime(toJson(freqDev));
-            detail.setUbalanceOvertime(toJson(thd));
-            detail.setVoltageDevOvertime(toJson(uDev));
-            detail.setUharm2Overtime(toJson(v[0]));
-            detail.setUharm3Overtime(toJson(v[1]));
-            detail.setUharm4Overtime(toJson(v[2]));
-            detail.setUharm5Overtime(toJson(v[3]));
-            detail.setUharm6Overtime(toJson(v[4]));
-            detail.setUharm7Overtime(toJson(v[5]));
-            detail.setUharm8Overtime(toJson(v[6]));
-            detail.setUharm9Overtime(toJson(v[7]));
-            detail.setUharm10Overtime(toJson(v[8]));
-            detail.setUharm11Overtime(toJson(v[9]));
-            detail.setUharm12Overtime(toJson(v[10]));
-            detail.setUharm13Overtime(toJson(v[11]));
-            detail.setUharm14Overtime(toJson(v[12]));
-            detail.setUharm15Overtime(toJson(v[13]));
-            detail.setUharm16Overtime(toJson(v[14]));
-            detail.setUharm17Overtime(toJson(v[15]));
-            detail.setUharm18Overtime(toJson(v[16]));
-            detail.setUharm19Overtime(toJson(v[17]));
-            detail.setUharm20Overtime(toJson(v[18]));
-            detail.setUharm21Overtime(toJson(v[19]));
-            detail.setUharm22Overtime(toJson(v[20]));
-            detail.setUharm23Overtime(toJson(v[21]));
-            detail.setUharm24Overtime(toJson(v[22]));
-            detail.setUharm25Overtime(toJson(v[23]));
-            detail.setIharm2Overtime(toJson(i[0]));
-            detail.setIharm3Overtime(toJson(i[1]));
-            detail.setIharm4Overtime(toJson(i[2]));
-            detail.setIharm5Overtime(toJson(i[3]));
-            detail.setIharm6Overtime(toJson(i[4]));
-            detail.setIharm7Overtime(toJson(i[5]));
-            detail.setIharm8Overtime(toJson(i[6]));
-            detail.setIharm9Overtime(toJson(i[7]));
-            detail.setIharm10Overtime(toJson(i[8]));
-            detail.setIharm11Overtime(toJson(i[9]));
-            detail.setIharm12Overtime(toJson(i[10]));
-            detail.setIharm13Overtime(toJson(i[11]));
-            detail.setIharm14Overtime(toJson(i[12]));
-            detail.setIharm15Overtime(toJson(i[13]));
-            detail.setIharm16Overtime(toJson(i[14]));
-            detail.setIharm17Overtime(toJson(i[15]));
-            detail.setIharm18Overtime(toJson(i[16]));
-            detail.setIharm19Overtime(toJson(i[17]));
-            detail.setIharm20Overtime(toJson(i[18]));
-            detail.setIharm21Overtime(toJson(i[19]));
-            detail.setIharm22Overtime(toJson(i[20]));
-            detail.setIharm23Overtime(toJson(i[21]));
-            detail.setIharm24Overtime(toJson(i[22]));
-            detail.setIharm25Overtime(toJson(i[23]));
-            detail.setInuharm1Overtime(toJson(uHarm[0]));
-            detail.setInuharm2Overtime(toJson(uHarm[1]));
-            detail.setInuharm3Overtime(toJson(uHarm[2]));
-            detail.setInuharm4Overtime(toJson(uHarm[3]));
-            detail.setInuharm5Overtime(toJson(uHarm[4]));
-            detail.setInuharm6Overtime(toJson(uHarm[5]));
-            detail.setInuharm7Overtime(toJson(uHarm[6]));
-            detail.setInuharm8Overtime(toJson(uHarm[7]));
-            detail.setInuharm9Overtime(toJson(uHarm[8]));
-            detail.setInuharm10Overtime(toJson(uHarm[9]));
-            detail.setInuharm11Overtime(toJson(uHarm[10]));
-            detail.setInuharm12Overtime(toJson(uHarm[11]));
-            detail.setInuharm13Overtime(toJson(uHarm[12]));
-            detail.setInuharm14Overtime(toJson(uHarm[13]));
-            detail.setInuharm15Overtime(toJson(uHarm[14]));
-            detail.setInuharm16Overtime(toJson(uHarm[15]));
-            dto.setDataLimitRateDetail(detail);
-        }
-        return dto;
-    }
-
-
-    private DataLimitRateDto getDataLimitRateDto(DataLimitRateDto limitRate, List<AbnormalData>[] v, List<AbnormalData>[] i, List<AbnormalData>[] uHarm) {
-        limitRate.setUharm2Overtime(v[0].size());
-        limitRate.setUharm3Overtime(v[1].size());
-        limitRate.setUharm4Overtime(v[2].size());
-        limitRate.setUharm5Overtime(v[3].size());
-        limitRate.setUharm6Overtime(v[4].size());
-        limitRate.setUharm7Overtime(v[5].size());
-        limitRate.setUharm8Overtime(v[6].size());
-        limitRate.setUharm9Overtime(v[7].size());
-        limitRate.setUharm10Overtime(v[8].size());
-        limitRate.setUharm11Overtime(v[9].size());
-        limitRate.setUharm12Overtime(v[10].size());
-        limitRate.setUharm13Overtime(v[11].size());
-        limitRate.setUharm14Overtime(v[12].size());
-        limitRate.setUharm15Overtime(v[13].size());
-        limitRate.setUharm16Overtime(v[14].size());
-        limitRate.setUharm17Overtime(v[15].size());
-        limitRate.setUharm18Overtime(v[16].size());
-        limitRate.setUharm19Overtime(v[17].size());
-        limitRate.setUharm20Overtime(v[18].size());
-        limitRate.setUharm21Overtime(v[19].size());
-        limitRate.setUharm22Overtime(v[20].size());
-        limitRate.setUharm23Overtime(v[21].size());
-        limitRate.setUharm24Overtime(v[22].size());
-        limitRate.setUharm25Overtime(v[23].size());
-        limitRate.setIharm2Overtime(i[0].size());
-        limitRate.setIharm3Overtime(i[1].size());
-        limitRate.setIharm4Overtime(i[2].size());
-        limitRate.setIharm5Overtime(i[3].size());
-        limitRate.setIharm6Overtime(i[4].size());
-        limitRate.setIharm7Overtime(i[5].size());
-        limitRate.setIharm8Overtime(i[6].size());
-        limitRate.setIharm9Overtime(i[7].size());
-        limitRate.setIharm10Overtime(i[8].size());
-        limitRate.setIharm11Overtime(i[9].size());
-        limitRate.setIharm12Overtime(i[10].size());
-        limitRate.setIharm13Overtime(i[11].size());
-        limitRate.setIharm14Overtime(i[12].size());
-        limitRate.setIharm15Overtime(i[13].size());
-        limitRate.setIharm16Overtime(i[14].size());
-        limitRate.setIharm17Overtime(i[15].size());
-        limitRate.setIharm18Overtime(i[16].size());
-        limitRate.setIharm19Overtime(i[17].size());
-        limitRate.setIharm20Overtime(i[18].size());
-        limitRate.setIharm21Overtime(i[19].size());
-        limitRate.setIharm22Overtime(i[20].size());
-        limitRate.setIharm23Overtime(i[21].size());
-        limitRate.setIharm24Overtime(i[22].size());
-        limitRate.setIharm25Overtime(i[23].size());
-        limitRate.setInuharm1Overtime(uHarm[0].size());
-        limitRate.setInuharm2Overtime(uHarm[1].size());
-        limitRate.setInuharm3Overtime(uHarm[2].size());
-        limitRate.setInuharm4Overtime(uHarm[3].size());
-        limitRate.setInuharm5Overtime(uHarm[4].size());
-        limitRate.setInuharm6Overtime(uHarm[5].size());
-        limitRate.setInuharm7Overtime(uHarm[6].size());
-        limitRate.setInuharm8Overtime(uHarm[7].size());
-        limitRate.setInuharm9Overtime(uHarm[8].size());
-        limitRate.setInuharm10Overtime(uHarm[9].size());
-        limitRate.setInuharm11Overtime(uHarm[10].size());
-        limitRate.setInuharm12Overtime(uHarm[11].size());
-        limitRate.setInuharm13Overtime(uHarm[12].size());
-        limitRate.setInuharm14Overtime(uHarm[13].size());
-        limitRate.setInuharm15Overtime(uHarm[14].size());
-        limitRate.setInuharm16Overtime(uHarm[15].size());
-        return limitRate;
-    }
-
-    private String toJson(List<AbnormalData> list) {
-        Map<String, List<AbnormalData>> abnormalMap = list.stream().collect(Collectors.groupingBy(x -> x.getPhasic() + "_" + x.getValueType()));
-        List<AbnormalData.Json> info = new ArrayList<>();
-        abnormalMap.forEach((key, value) -> {
-            String[] split = key.split("_");
-            AbnormalData.Json json = new AbnormalData.Json();
-            json.setPhasic(split[0]);
-            json.setValueType(split[1]);
-            json.setTime(String.join(",", value.stream()
-                    .map(abnormal -> abnormal.getTime())
-                    .collect(Collectors.toList())));
-            json.setValue(String.join(",", value.stream()
-                    .map(abnormal -> abnormal.getValue() + "")
-                    .collect(Collectors.toList())));
-            json.setOverLimitValue(list.get(0).getOverLimitValue());
-            info.add(json);
-        });
-        if (CollUtil.isNotEmpty(info)) {
-            return JSON.toJSONString(info);
-        }
-        return null;
-    }
-
-    private void addAbnormalData(List<AbnormalData> list, String phasicType, String valueType, String time, Double value, float overLimitValue) {
-        AbnormalData data = new AbnormalData();
-        data.setTime(time.substring(11, time.length()));
-        data.setPhasic(phasicType);
-        data.setValueType(valueType);
-        data.setValue(value);
-        data.setOverLimitValue(overLimitValue);
-        list.add(data);
-    }
-
-
     private void chanelData(DataLimitRateDto limitRate, DataLimitTargetDto limitTarget) {
         //有一个指标超标，allTime则为1
         int allTime = limitRate.getFreqDevOvertime() + limitRate.getVoltageDevOvertime() + limitRate.getUbalanceOvertime() + limitRate.getUaberranceOvertime() + limitRate.getINegOvertime();

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/serviceimpl/line/IDataLimitRateAsyncImpl.java

@@ -0,0 +1,871 @@
+package com.njcn.algorithm.serviceimpl.line;
+
+import cn.hutool.core.collection.CollUtil;
+import cn.hutool.core.date.DatePattern;
+import cn.hutool.core.date.LocalDateTimeUtil;
+import cn.hutool.core.util.ObjectUtil;
+import com.alibaba.fastjson.JSON;
+import com.njcn.algorithm.service.line.IDataLimitRateAsync;
+import com.njcn.algorithm.utils.MemorySizeUtil;
+import com.njcn.dataProcess.api.*;
+import com.njcn.dataProcess.constant.PhaseType;
+import com.njcn.dataProcess.param.LineCountEvaluateParam;
+import com.njcn.dataProcess.pojo.dto.*;
+import com.njcn.dataProcess.util.TimeUtils;
+import com.njcn.device.biz.pojo.po.Overlimit;
+import com.njcn.influx.constant.InfluxDbSqlConstant;
+import com.njcn.influx.pojo.constant.InfluxDBTableConstant;
+import lombok.extern.slf4j.Slf4j;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.scheduling.annotation.Async;
+import org.springframework.stereotype.Service;
+import org.springframework.util.CollectionUtils;
+
+import javax.annotation.Resource;
+import java.lang.reflect.Method;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+/**
+ * @author wr
+ * @description
+ * @date 2025/12/17 10:56
+ */
+@Slf4j
+@Service
+public class IDataLimitRateAsyncImpl implements IDataLimitRateAsync {
+
+    private static final Logger logger = LoggerFactory.getLogger(IDataLimitRateAsyncImpl.class);
+
+    @Resource
+    private DataVFeignClient dataVFeignClient;
+    @Resource
+    private DataIFeignClient dataIFeignClient;
+    @Resource
+    private DataPltFeignClient dataPltFeignClient;
+    @Resource
+    private DataInharmVFeignClient dataInharmVFeignClient;
+    @Resource
+    private DataHarmRateVFeignClient dataHarmRateVFeignClient;
+    @Resource
+    private DataLimitRateFeignClient dataLimitRateFeignClient;
+    @Resource
+    private DataLimitRateDetailFeignClient dataLimitRateDetailFeignClient;
+
+
+    @Override
+    @Async("asyncExecutor")
+    public void lineDataRate(String dataDate,
+                             List<String> list,
+                             List<String> phase,
+                             Map<String, Overlimit> overLimitMap,
+                             int size,
+                             int i) {
+        List<DataLimitDetailDto> result = new ArrayList<>();
+        LineCountEvaluateParam lineParam = new LineCountEvaluateParam();
+        lineParam.setStartTime(TimeUtils.getBeginOfDay(dataDate));
+        lineParam.setEndTime(TimeUtils.getEndOfDay(dataDate));
+        lineParam.setLineId(list);
+        //获取电压数据
+        List<DataVDto> dataVAllTime = dataVFeignClient.getRawData(lineParam).getData();
+        //闪变数据
+        List<DataPltDto> dataPltAllTime = dataPltFeignClient.getRawData(lineParam).getData();
+        //谐波数据
+        List<DataHarmDto> dataVHarmList = dataHarmRateVFeignClient.getRawData(lineParam).getData();
+        //间谐波数据
+        List<DataHarmDto> dataVInHarmList = dataInharmVFeignClient.getRawData(lineParam).getData();
+        //电流数据
+        List<DataIDto> dataIList = dataIFeignClient.getRawData(lineParam).getData();
+        /**
+         * 功能描述:获取influxDB -> data_v ->
+         *              总计算次数(用data_v中phasic_type=A,value_type=avg,quality_flag=0来参与统计)
+         */
+        Map<String, List<DataVDto>> allTime = dataVAllTime.stream()
+                .filter(x -> PhaseType.PHASE_A.equals(x.getPhasicType()))
+                .filter(x -> InfluxDbSqlConstant.AVG_WEB.equalsIgnoreCase(x.getValueType()))
+                .collect(Collectors.groupingBy(DataVDto::getLineId));
+
+        /**
+         * 功能描述:获取influxDB -> data_plt ->
+         *               闪变总计算次数(用data_plt中phasic_type=A,value_type=avg,quality_flag=0来参与统计)
+         */
+        //fixme 冀北现场 闪变原始表没有 value_type 这个参数
+        Map<String, List<DataPltDto>> pltAllTime = dataPltAllTime.stream()
+                .filter(x -> PhaseType.PHASE_A.equals(x.getPhasicType()))
+//                    .filter(x -> InfluxDbSqlConstant.AVG_WEB.equalsIgnoreCase(x.getValueType()))
+                .collect(Collectors.groupingBy(DataPltDto::getLineId));
+
+        /**
+         *功能描述:获取influxDB -> data_harmrate_v ->
+         *              2-25次谐波电压含有率 -> A相||B相||C相的日95%概率值
+         */
+        Map<String, List<DataHarmDto>> harmRateV = dataVHarmList.stream()
+                .filter(x -> phase.contains(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataHarmDto::getLineId));
+
+        /**
+         * 功能描述:获取influxDB -> data_i -> 2-25次谐波电流 -> 日95%概率值
+         */
+        Map<String, List<DataIDto>> dataI = dataIList.stream()
+                .filter(x -> phase.contains(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataIDto::getLineId));
+
+
+        /**
+         * 功能描述:获取influxDB -> data_inharm_v -> 0.5-15.5次间谐波电压含有率 -> 日95%概率值
+         */
+        Map<String, List<DataHarmDto>> inHarmV = dataVInHarmList.stream()
+                .filter(x -> phase.contains(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataHarmDto::getLineId));
+
+        /**
+         * 功能描述:获取influxDB -> data_v -> 电压总谐波畸变率 -> 日95%概率值
+         */
+        Map<String, List<DataVDto>> dataVThd = dataVAllTime.stream()
+                .filter(x -> phase.contains(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataVDto::getLineId));
+
+        /**
+         * 功能描述:获取influxDB -> data_v -> 负序电压不平衡度 -> 最大值 && 日95%概率值
+         */
+        Map<String, List<DataVDto>> dataVUnbalance = dataVAllTime.stream()
+                .filter(x -> InfluxDBTableConstant.PHASE_TYPE_T.equals(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()) ||
+                        InfluxDBTableConstant.MAX.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataVDto::getLineId));
+
+        /**
+         * 功能描述:获取influxDB -> data_i -> 负序电流 -> 最大值 && 日95%概率值
+         */
+        Map<String, List<DataIDto>> dataINeg = dataIList.stream()
+                .filter(x -> InfluxDBTableConstant.PHASE_TYPE_T.equals(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.CP95.equals(x.getValueType()) ||
+                        InfluxDBTableConstant.MAX.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataIDto::getLineId));
+
+        /**
+         * 功能描述:获取influxDB -> data_v -> 频率偏差 -> 最大值 && 最小值
+         */
+        Map<String, List<DataVDto>> dataVFreq = dataVAllTime.stream()
+                .filter(x -> InfluxDBTableConstant.PHASE_TYPE_T.equals(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.MIN.equals(x.getValueType()) ||
+                        InfluxDBTableConstant.MAX.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataVDto::getLineId));
+        /**
+         * 功能描述:获取influxDB -> data_v -> 电压偏差 -> 最大值
+         */
+        Map<String, List<DataVDto>> dataVDev = dataVAllTime.stream()
+                .filter(x -> phase.contains(x.getPhasicType()))
+                .filter(x -> InfluxDBTableConstant.MAX.equals(x.getValueType()))
+                .collect(Collectors.groupingBy(DataVDto::getLineId));
+
+        /**
+         * 功能描述:获取influxDB -> data_plt -> 长时间闪变 -> 注(取最大值原始算法去掉了，现没有根据最大值比较)
+         */
+        Map<String, List<DataPltDto>> dataPlt = dataPltAllTime.stream()
+                .filter(x -> phase.contains(x.getPhasicType()))
+                .collect(Collectors.groupingBy(DataPltDto::getLineId));
+
+        for (String item : list) {
+            if (ObjectUtil.isNotNull(overLimitMap.get(item))) {
+                result.addAll(getData(dataDate,
+                        overLimitMap.get(item),
+                        allTime.get(item),
+                        pltAllTime.get(item),
+                        harmRateV.get(item),
+                        dataI.get(item),
+                        inHarmV.get(item),
+                        dataVThd.get(item),
+                        dataVUnbalance.get(item),
+                        dataINeg.get(item),
+                        dataVFreq.get(item),
+                        dataVDev.get(item),
+                        dataPlt.get(item)));
+            }
+        }
+        if (CollUtil.isNotEmpty(result)) {
+            //存储数据
+            List<DataLimitRateDto> dataLimitRate = result.stream().map(DataLimitDetailDto::getDataLimitRate).filter(ObjectUtil::isNotNull).collect(Collectors.toList());
+            if (CollUtil.isNotEmpty(dataLimitRate)) {
+                dataLimitRateFeignClient.batchInsertion(dataLimitRate);
+            }
+        }
+        if (CollUtil.isNotEmpty(result)) {
+            //存储数据
+            List<DataLimitRateDetailDto> detail = result.stream().map(DataLimitDetailDto::getDataLimitRateDetail).filter(x -> ObjectUtil.isNotNull(x)).collect(Collectors.toList());
+            if (CollUtil.isNotEmpty(detail)) {
+                dataLimitRateDetailFeignClient.batchInsertion(detail);
+            }
+        }
+        logger.info(dataDate + " 总分区数据：" + size + "=====》当前第" + i + "小分区已完成！");
+        result = null;
+        if(i==size){
+            MemorySizeUtil.getNowMemory();
+        }
+        System.gc();
+    }
+
+    /**
+     * @Description: getData
+     * @Param: [overlimit, allTimeList, flickerAllTimeList, dataHarmRateVPOList, dataIPOList, dataInHarmVPOList, dataVPOList, dataVPOUnbalanceList, dataIPONegList, dataVPOFreqList, dataVPODevList, dataPltPOList]
+     * @return: java.util.List<com.njcn.harmonic.pojo.po.LimitRate>
+     * @Author: clam
+     * @Date: 2022/10/18
+     */
+    private List<DataLimitDetailDto> getData(String dataDate,
+                                             Overlimit overlimit,
+                                             List<DataVDto> allTimeList,
+                                             List<DataPltDto> flickerAllTimeList,
+                                             List<DataHarmDto> dataHarmRateVPOList,
+                                             List<DataIDto> dataIPOList,
+                                             List<DataHarmDto> dataInHarmVPOList,
+                                             List<DataVDto> dataVPOList,
+                                             List<DataVDto> dataVPOUnbalanceList,
+                                             List<DataIDto> dataIPONegList,
+                                             List<DataVDto> dataVPOFreqList,
+                                             List<DataVDto> dataVPODevList,
+                                             List<DataPltDto> dataPltPOList) {
+        List<DataLimitDetailDto> result = new ArrayList<>();
+
+        Map<String, List<DataHarmDto>> harmRateVByPhaseType = new HashMap<>();
+        Map<String, List<DataIDto>> dataIByPhaseType = new HashMap<>();
+        Map<String, List<DataHarmDto>> dataInHarmVPhaseType = new HashMap<>();
+        Map<String, List<DataVDto>> dataVPhaseType = new HashMap<>();
+        Map<String, List<DataVDto>> dataVDevPhaseType = new HashMap<>();
+        Map<String, List<DataPltDto>> dataPltPhaseType = new HashMap<>();
+
+
+        Integer allTime = 0;
+        Integer flickerAllTime = 0;
+        if (!CollectionUtils.isEmpty(allTimeList)) {
+            allTime = allTimeList.size();
+        }
+        if (!CollectionUtils.isEmpty(flickerAllTimeList)) {
+            flickerAllTime = flickerAllTimeList.size();
+        }
+        if (!CollectionUtils.isEmpty(dataHarmRateVPOList)) {
+            harmRateVByPhaseType = dataHarmRateVPOList.stream().collect(Collectors.groupingBy(DataHarmDto::getPhasicType));
+        }
+        if (!CollectionUtils.isEmpty(dataIPOList)) {
+            dataIByPhaseType = dataIPOList.stream().collect(Collectors.groupingBy(DataIDto::getPhasicType));
+        }
+        if (!CollectionUtils.isEmpty(dataInHarmVPOList)) {
+            dataInHarmVPhaseType = dataInHarmVPOList.stream().collect(Collectors.groupingBy(DataHarmDto::getPhasicType));
+        }
+        if (!CollectionUtils.isEmpty(dataVPOList)) {
+            dataVPhaseType = dataVPOList.stream().collect(Collectors.groupingBy(DataVDto::getPhasicType));
+        }
+        if (!CollectionUtils.isEmpty(dataVPODevList)) {
+            dataVDevPhaseType = dataVPODevList.stream().collect(Collectors.groupingBy(DataVDto::getPhasicType));
+        }
+        if (!CollectionUtils.isEmpty(dataPltPOList)) {
+            dataPltPhaseType = dataPltPOList.stream().collect(Collectors.groupingBy(DataPltDto::getPhasicType));
+        }
+        DataLimitDetailDto a = limitRateData(dataDate, overlimit, allTime, flickerAllTime, PhaseType.PHASE_A, overlimit.getId(), harmRateVByPhaseType.get(PhaseType.PHASE_A), dataIByPhaseType.get(PhaseType.PHASE_A), dataInHarmVPhaseType.get(PhaseType.PHASE_A), dataVPhaseType.get(PhaseType.PHASE_A), dataVDevPhaseType.get(PhaseType.PHASE_A), dataPltPhaseType.get(PhaseType.PHASE_A));
+        DataLimitDetailDto b = limitRateData(dataDate, overlimit, allTime, flickerAllTime, PhaseType.PHASE_B, overlimit.getId(), harmRateVByPhaseType.get(PhaseType.PHASE_B), dataIByPhaseType.get(PhaseType.PHASE_B), dataInHarmVPhaseType.get(PhaseType.PHASE_B), dataVPhaseType.get(PhaseType.PHASE_B), dataVDevPhaseType.get(PhaseType.PHASE_B), dataPltPhaseType.get(PhaseType.PHASE_B));
+        DataLimitDetailDto c = limitRateData(dataDate, overlimit, allTime, flickerAllTime, PhaseType.PHASE_C, overlimit.getId(), harmRateVByPhaseType.get(PhaseType.PHASE_C), dataIByPhaseType.get(PhaseType.PHASE_C), dataInHarmVPhaseType.get(PhaseType.PHASE_C), dataVPhaseType.get(PhaseType.PHASE_C), dataVDevPhaseType.get(PhaseType.PHASE_C), dataPltPhaseType.get(PhaseType.PHASE_C));
+        DataLimitDetailDto t = limitRateDataT(dataDate, overlimit, allTime, flickerAllTime, overlimit.getId(), dataHarmRateVPOList, dataIPOList, dataInHarmVPOList, dataVPOList, dataVPOUnbalanceList, dataIPONegList, dataVPOFreqList, dataVPODevList, dataPltPOList);
+        result.add(a);
+        result.add(b);
+        result.add(c);
+        result.add(t);
+        return result;
+    }
+
+    /**
+     * @Description: limitRateData
+     * @Param: [overlimit, allTime, flickerAllTime, phasicType, lineId, dataHarmRateVPOList, dataIPOList, dataInHarmVPOList, dataVPOList, dataVUnbalanceList, dataINegList]
+     * @return: com.njcn.harmonic.pojo.po.LimitRate
+     * @Author: clam
+     * @Date: 2022/10/18
+     */
+    public DataLimitDetailDto limitRateData(String dataDate,
+                                            Overlimit overlimit,
+                                            Integer allTime,
+                                            Integer flickerAllTime,
+                                            String phasicType, String lineId,
+                                            List<DataHarmDto> dataHarmRateVPOList,
+                                            List<DataIDto> dataIPOList,
+                                            List<DataHarmDto> dataInHarmVPOList,
+                                            List<DataVDto> dataVPOList,
+                                            List<DataVDto> dataVPODevList,
+                                            List<DataPltDto> dataPltPOList) {
+        List<AbnormalData> thd = new ArrayList<>(), uDev = new ArrayList<>(), flicker = new ArrayList<>(), freqDev = new ArrayList<>(), uAberrance = new ArrayList<>(), iNeg = new ArrayList<>();
+        DataLimitDetailDto dto = new DataLimitDetailDto();
+        DataLimitRateDto limitRate = new DataLimitRateDto();
+        // 初始化 v 系列列表
+        List<AbnormalData>[] v = new List[24];
+        for (int i = 0; i < 24; i++) {
+            v[i] = new ArrayList<>();
+        }
+        // 处理数据
+        if (!CollectionUtils.isEmpty(dataHarmRateVPOList)) {
+            for (DataHarmDto item : dataHarmRateVPOList) {
+                for (int i = 2; i < 26; i++) {
+                    try {
+                        // 获取 DataHarmDto 类的 getVx 方法
+                        Method getVMethod = DataHarmDto.class.getMethod("getV" + i);
+                        Double value = (Double) getVMethod.invoke(item);
+                        // 获取 Overlimit 类的 getUharmx 方法
+                        Method getUharmMethod = Overlimit.class.getMethod("getUharm" + i);
+                        float limit = (float) getUharmMethod.invoke(overlimit);
+                        if (ObjectUtil.isNotNull(value)) {
+                            if (value > limit) {
+                                addAbnormalData(v[i - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
+                            }
+                        }
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            }
+        }
+
+        // 初始化 i 系列列表
+        List<AbnormalData>[] i = new List[24];
+        for (int j = 0; j < 24; j++) {
+            i[j] = new ArrayList<>();
+        }
+        // 处理数据
+        if (!CollectionUtils.isEmpty(dataIPOList)) {
+            for (DataIDto item : dataIPOList) {
+                for (int j = 2; j < 26; j++) {
+                    try {
+                        // 获取 DataHarmDto 类的 getIx 方法
+                        Method getVMethod = DataIDto.class.getMethod("getI" + j);
+                        Double value = (Double) getVMethod.invoke(item);
+                        // 获取 Overlimit 类的 getUharmx 方法
+                        Method getUharmMethod = Overlimit.class.getMethod("getIharm" + j);
+                        float limit = (float) getUharmMethod.invoke(overlimit);
+                        if (ObjectUtil.isNotNull(value)) {
+                            if (value > limit) {
+                                addAbnormalData(i[j - 2], item.getValueType(), item.getPhasicType(), item.getMinTime(), value, limit);
+                            }
+                        }
+
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            }
+        }
+        // 初始化 uHarm 系列列表
+        List<AbnormalData>[] uHarm = new List[16];
+        for (int j = 0; j < 16; j++) {
+            uHarm[j] = new ArrayList<>();
+        }
+        // 处理数据
+        if (!CollectionUtils.isEmpty(dataInHarmVPOList)) {
+            for (DataHarmDto item : dataInHarmVPOList) {
+                for (int j = 1; j < 17; j++) {
+                    try {
+                        // 获取 DataHarmDto 类的 getVx 方法
+                        Method getVMethod = DataHarmDto.class.getMethod("getV" + j);
+                        Double value = (Double) getVMethod.invoke(item);
+                        // 获取 Overlimit 类的 getUharmx 方法
+                        Method getUharmMethod = Overlimit.class.getMethod("getInuharm" + j);
+                        float limit = (float) getUharmMethod.invoke(overlimit);
+                        if (ObjectUtil.isNotNull(value)) {
+                            if (value > limit) {
+                                addAbnormalData(uHarm[j - 1], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
+                            }
+                        }
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            }
+        }
+        //电压总谐波畸变率
+        if (!CollectionUtils.isEmpty(dataVPOList)) {
+            for (DataVDto item : dataVPOList) {
+                if (ObjectUtil.isNotNull(item.getVThd())) {
+                    if (item.getVThd() > overlimit.getUaberrance()) {
+                        addAbnormalData(thd, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVThd(), overlimit.getUaberrance());
+                    }
+                }
+            }
+        }
+        //电压上偏差、电压下偏差(根据vl_dev的正负判断是用哪个值判断越限)
+        if (!CollectionUtils.isEmpty(dataVPODevList)) {
+            for (DataVDto item : dataVPODevList) {
+                if (ObjectUtil.isNotNull(item.getVlDev())) {
+                    if (item.getVlDev() >= 0) {
+                        if (item.getVlDev() > overlimit.getVoltageDev()) {
+                            addAbnormalData(uDev, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVlDev(), overlimit.getVoltageDev());
+                        }
+                    } else {
+                        if (Math.abs(item.getVuDev()) > Math.abs(overlimit.getUvoltageDev())) {
+                            addAbnormalData(uDev, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVuDev(), overlimit.getUvoltageDev());
+                        }
+                    }
+                }
+            }
+        }
+        //长时间闪变
+        if (!CollectionUtils.isEmpty(dataPltPOList)) {
+            for (DataPltDto item : dataPltPOList) {
+                if (ObjectUtil.isNotNull(item.getPlt())) {
+                    if (item.getPlt() > overlimit.getFlicker()) {
+                        addAbnormalData(flicker, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getPlt(), overlimit.getFlicker());
+                    }
+                }
+            }
+        }
+        limitRate.setLineId(lineId);
+        limitRate.setTime(LocalDateTimeUtil.parseDate(dataDate, DatePattern.NORM_DATE_PATTERN));
+        limitRate.setPhasicType(phasicType);
+        limitRate.setAllTime(allTime);
+        limitRate.setFlickerAllTime(flickerAllTime);
+
+        limitRate.setFlickerOvertime(flicker.size());
+        limitRate.setUaberranceOvertime(thd.size());
+        limitRate.setINegOvertime(iNeg.size());
+        limitRate.setFreqDevOvertime(freqDev.size());
+        limitRate.setUbalanceOvertime(uAberrance.size());
+        limitRate.setVoltageDevOvertime(uDev.size());
+        dto.setDataLimitRate(getDataLimitRateDto(limitRate, v, i, uHarm));
+
+        return dto;
+    }
+
+
+    public DataLimitDetailDto limitRateDataT(
+            String dataDate,
+            Overlimit overlimit,
+            Integer allTime,
+            Integer flickerAllTime,
+            String lineId,
+            List<DataHarmDto> dataHarmRateVPOList,
+            List<DataIDto> dataIPOList,
+            List<DataHarmDto> dataInHarmVPOList,
+            List<DataVDto> dataVPOList,
+            List<DataVDto> dataVPOUnbalanceList,
+            List<DataIDto> dataIPONegList,
+            List<DataVDto> dataVPOFreqList,
+            List<DataVDto> dataVPODevList,
+            List<DataPltDto> dataPltPOList) {
+        DataLimitDetailDto dto = new DataLimitDetailDto();
+        DataLimitRateDto limitRate = new DataLimitRateDto();
+        //thd 总谐波畸变率
+        List<AbnormalData> sx = new ArrayList<>(), uDev = new ArrayList<>(), flicker = new ArrayList<>(), freqDev = new ArrayList<>(), zxb = new ArrayList<>(), iNeg = new ArrayList<>();
+        // 初始化 v 系列列表
+        List<AbnormalData>[] v = new List[24];
+        for (int i = 0; i < 24; i++) {
+            v[i] = new ArrayList<>();
+        }
+        // 处理数据
+        if (!CollectionUtils.isEmpty(dataHarmRateVPOList)) {
+            for (DataHarmDto item : dataHarmRateVPOList) {
+                for (int i = 2; i < 26; i++) {
+                    try {
+                        // 获取 DataHarmDto 类的 getVx 方法
+                        Method getVMethod = DataHarmDto.class.getMethod("getV" + i);
+                        Double value = (Double) getVMethod.invoke(item);
+                        // 获取 Overlimit 类的 getUharmx 方法
+                        Method getUharmMethod = Overlimit.class.getMethod("getUharm" + i);
+                        float limit = (float) getUharmMethod.invoke(overlimit);
+                        if (ObjectUtil.isNotNull(value)) {
+                            if (value > limit) {
+                                addAbnormalData(v[i - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
+                            }
+                        }
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            }
+        }
+
+        // 初始化 i 系列列表
+        List<AbnormalData>[] i = new List[24];
+        for (int j = 0; j < 24; j++) {
+            i[j] = new ArrayList<>();
+        }
+        // 处理数据
+        if (!CollectionUtils.isEmpty(dataIPOList)) {
+            for (DataIDto item : dataIPOList) {
+                for (int j = 2; j < 26; j++) {
+                    try {
+                        // 获取 DataHarmDto 类的 getIx 方法
+                        Method getVMethod = DataIDto.class.getMethod("getI" + j);
+                        Double value = (Double) getVMethod.invoke(item);
+                        // 获取 Overlimit 类的 getUharmx 方法
+                        Method getUharmMethod = Overlimit.class.getMethod("getIharm" + j);
+                        float limit = (float) getUharmMethod.invoke(overlimit);
+                        if (ObjectUtil.isNotNull(value)) {
+                            if (value > limit) {
+                                addAbnormalData(i[j - 2], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
+                            }
+                        }
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            }
+        }
+        // 初始化 uHarm 系列列表
+        List<AbnormalData>[] uHarm = new List[16];
+        for (int j = 0; j < 16; j++) {
+            uHarm[j] = new ArrayList<>();
+        }
+        // 处理数据
+        if (!CollectionUtils.isEmpty(dataInHarmVPOList)) {
+            for (DataHarmDto item : dataInHarmVPOList) {
+                for (int j = 1; j < 17; j++) {
+                    try {
+                        // 获取 DataHarmDto 类的 getVx 方法
+                        Method getVMethod = DataHarmDto.class.getMethod("getV" + j);
+                        Double value = (Double) getVMethod.invoke(item);
+                        // 获取 Overlimit 类的 getUharmx 方法
+                        Method getUharmMethod = Overlimit.class.getMethod("getInuharm" + j);
+                        float limit = (float) getUharmMethod.invoke(overlimit);
+                        if (ObjectUtil.isNotNull(value)) {
+                            if (value > limit) {
+                                addAbnormalData(uHarm[j - 1], item.getPhasicType(), item.getValueType(), item.getMinTime(), value, limit);
+                            }
+                        }
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            }
+        }
+        //电压总谐波畸变率
+        if (!CollectionUtils.isEmpty(dataVPOList)) {
+            for (DataVDto item : dataVPOList) {
+                if (ObjectUtil.isNotNull(item.getVThd())) {
+                    if (item.getVThd() > overlimit.getUaberrance()) {
+                        addAbnormalData(zxb, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVThd(), overlimit.getUaberrance());
+                    }
+                }
+            }
+        }
+        //三相电压不平衡度
+        if (!CollectionUtils.isEmpty(dataVPOUnbalanceList)) {
+            for (DataVDto item : dataVPOUnbalanceList) {
+                if (ObjectUtil.isNotNull(item.getVUnbalance())) {
+                    if (item.getVUnbalance() > overlimit.getUbalance()) {
+                        addAbnormalData(sx, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getVUnbalance(), overlimit.getUbalance());
+                    }
+                }
+            }
+        }
+        //负序电流
+        if (!CollectionUtils.isEmpty(dataIPONegList)) {
+            for (DataIDto item : dataIPONegList) {
+                if (ObjectUtil.isNotNull(item.getINeg())) {
+                    if (item.getINeg() > overlimit.getINeg()) {
+                        addAbnormalData(iNeg, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getINeg(), overlimit.getINeg());
+                    }
+                }
+            }
+        }
+        //频率偏差
+        if (!CollectionUtils.isEmpty(dataVPOFreqList)) {
+            for (DataVDto item : dataVPOFreqList) {
+                if (ObjectUtil.isNotNull(item.getFreqDev())) {
+                    if (item.getFreqDev() > overlimit.getFreqDev()) {
+                        addAbnormalData(freqDev, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getFreqDev(), overlimit.getFreqDev());
+                    }
+                }
+            }
+        }
+
+        //电压上偏差、电压下偏差(根据vl_dev的正负判断是用哪个值判断越限)
+        if (!CollectionUtils.isEmpty(dataVPODevList)) {
+            for (DataVDto item : dataVPODevList) {
+                if (ObjectUtil.isNotNull(item.getVlDev())) {
+                    if (item.getVlDev() >= 0) {
+                        if (item.getVlDev() > overlimit.getVoltageDev()) {
+                            addAbnormalData(uDev, item.getPhasicType(), item.getMinTime(), item.getValueType(), item.getVlDev(), overlimit.getVoltageDev());
+                        }
+                    } else {
+                        if (Math.abs(item.getVuDev()) > Math.abs(overlimit.getUvoltageDev())) {
+                            addAbnormalData(uDev, item.getPhasicType(), item.getMinTime(), item.getValueType(), item.getVuDev(), overlimit.getUvoltageDev());
+                        }
+                    }
+                }
+
+            }
+        }
+        //长时间闪变
+        if (!CollectionUtils.isEmpty(dataPltPOList)) {
+            for (DataPltDto item : dataPltPOList) {
+                if (ObjectUtil.isNotNull(item.getPlt())) {
+                    if (item.getPlt() > overlimit.getFlicker()) {
+                        addAbnormalData(flicker, item.getPhasicType(), item.getValueType(), item.getMinTime(), item.getPlt(), overlimit.getFlicker());
+                    }
+                }
+            }
+        }
+        limitRate.setLineId(lineId);
+        limitRate.setTime(LocalDateTimeUtil.parseDate(dataDate, DatePattern.NORM_DATE_PATTERN));
+        limitRate.setPhasicType(PhaseType.PHASE_T);
+        limitRate.setAllTime(allTime);
+        limitRate.setFlickerAllTime(flickerAllTime);
+        limitRate.setUaberranceOvertime(zxb.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setINegOvertime(iNeg.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setFreqDevOvertime(freqDev.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUbalanceOvertime(sx.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setVoltageDevOvertime(uDev.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setFlickerOvertime(flicker.stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm2Overtime(v[0].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm3Overtime(v[1].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm4Overtime(v[2].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm5Overtime(v[3].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm6Overtime(v[4].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm7Overtime(v[5].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm8Overtime(v[6].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm9Overtime(v[7].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm10Overtime(v[8].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm11Overtime(v[9].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm12Overtime(v[10].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm13Overtime(v[11].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm14Overtime(v[12].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm15Overtime(v[13].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm16Overtime(v[14].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm17Overtime(v[15].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm18Overtime(v[16].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm19Overtime(v[17].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm20Overtime(v[18].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm21Overtime(v[19].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm22Overtime(v[20].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm23Overtime(v[21].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm24Overtime(v[22].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setUharm25Overtime(v[23].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm2Overtime(i[0].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm3Overtime(i[1].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm4Overtime(i[2].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm5Overtime(i[3].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm6Overtime(i[4].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm7Overtime(i[5].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm8Overtime(i[6].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm9Overtime(i[7].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm10Overtime(i[8].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm11Overtime(i[9].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm12Overtime(i[10].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm13Overtime(i[11].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm14Overtime(i[12].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm15Overtime(i[13].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm16Overtime(i[14].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm17Overtime(i[15].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm18Overtime(i[16].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm19Overtime(i[17].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm20Overtime(i[18].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm21Overtime(i[19].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm22Overtime(i[20].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm23Overtime(i[21].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm24Overtime(i[22].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setIharm25Overtime(i[23].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm1Overtime(uHarm[0].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm2Overtime(uHarm[1].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm3Overtime(uHarm[2].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm4Overtime(uHarm[3].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm5Overtime(uHarm[4].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm6Overtime(uHarm[5].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm7Overtime(uHarm[6].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm8Overtime(uHarm[7].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm9Overtime(uHarm[8].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm10Overtime(uHarm[9].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm11Overtime(uHarm[10].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm12Overtime(uHarm[11].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm13Overtime(uHarm[12].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm14Overtime(uHarm[13].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm15Overtime(uHarm[14].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        limitRate.setInuharm16Overtime(uHarm[15].stream().map(AbnormalData::getTime).distinct().collect(Collectors.toList()).size());
+        dto.setDataLimitRate(limitRate);
+
+        int detailAllTime = flicker.size() + sx.size() + iNeg.size() + freqDev.size() + zxb.size() + uDev.size() +
+                v[0].size() + v[1].size() + v[2].size() + v[3].size() + v[4].size() + v[5].size() + v[6].size() + v[7].size() + v[8].size() + v[9].size() + v[11].size() + v[12].size() + v[13].size() + v[14].size() + v[15].size() + v[16].size() + v[17].size() + v[18].size() + v[19].size() + v[20].size() + v[21].size() + v[22].size() + v[23].size() +
+                i[0].size() + i[1].size() + i[2].size() + i[3].size() + i[4].size() + i[5].size() + i[6].size() + i[7].size() + i[8].size() + i[9].size() + i[10].size() + i[11].size() + i[12].size() + i[13].size() + i[14].size() + i[15].size() + i[16].size() + i[17].size() + i[18].size() + i[19].size() + i[20].size() + i[21].size() + i[22].size() + i[23].size() +
+                uHarm[0].size() + uHarm[1].size() + uHarm[2].size() + uHarm[3].size() + uHarm[4].size() + uHarm[5].size() + uHarm[6].size() + uHarm[7].size() + uHarm[8].size() + uHarm[9].size() + uHarm[10].size() + uHarm[11].size() + uHarm[12].size() + uHarm[13].size() + uHarm[14].size() + uHarm[15].size();
+        if (detailAllTime > 0) {
+            DataLimitRateDetailDto detail = new DataLimitRateDetailDto();
+            detail.setLineId(lineId);
+            detail.setTime(LocalDateTimeUtil.parseDate(dataDate, DatePattern.NORM_DATE_PATTERN));
+            detail.setFlickerOvertime(toJson(flicker));
+            detail.setUaberranceOvertime(toJson(zxb));
+            detail.setINegOvertime(toJson(iNeg));
+            detail.setFreqDevOvertime(toJson(freqDev));
+            detail.setUbalanceOvertime(toJson(sx));
+            detail.setVoltageDevOvertime(toJson(uDev));
+            detail.setUharm2Overtime(toJson(v[0]));
+            detail.setUharm3Overtime(toJson(v[1]));
+            detail.setUharm4Overtime(toJson(v[2]));
+            detail.setUharm5Overtime(toJson(v[3]));
+            detail.setUharm6Overtime(toJson(v[4]));
+            detail.setUharm7Overtime(toJson(v[5]));
+            detail.setUharm8Overtime(toJson(v[6]));
+            detail.setUharm9Overtime(toJson(v[7]));
+            detail.setUharm10Overtime(toJson(v[8]));
+            detail.setUharm11Overtime(toJson(v[9]));
+            detail.setUharm12Overtime(toJson(v[10]));
+            detail.setUharm13Overtime(toJson(v[11]));
+            detail.setUharm14Overtime(toJson(v[12]));
+            detail.setUharm15Overtime(toJson(v[13]));
+            detail.setUharm16Overtime(toJson(v[14]));
+            detail.setUharm17Overtime(toJson(v[15]));
+            detail.setUharm18Overtime(toJson(v[16]));
+            detail.setUharm19Overtime(toJson(v[17]));
+            detail.setUharm20Overtime(toJson(v[18]));
+            detail.setUharm21Overtime(toJson(v[19]));
+            detail.setUharm22Overtime(toJson(v[20]));
+            detail.setUharm23Overtime(toJson(v[21]));
+            detail.setUharm24Overtime(toJson(v[22]));
+            detail.setUharm25Overtime(toJson(v[23]));
+            detail.setIharm2Overtime(toJson(i[0]));
+            detail.setIharm3Overtime(toJson(i[1]));
+            detail.setIharm4Overtime(toJson(i[2]));
+            detail.setIharm5Overtime(toJson(i[3]));
+            detail.setIharm6Overtime(toJson(i[4]));
+            detail.setIharm7Overtime(toJson(i[5]));
+            detail.setIharm8Overtime(toJson(i[6]));
+            detail.setIharm9Overtime(toJson(i[7]));
+            detail.setIharm10Overtime(toJson(i[8]));
+            detail.setIharm11Overtime(toJson(i[9]));
+            detail.setIharm12Overtime(toJson(i[10]));
+            detail.setIharm13Overtime(toJson(i[11]));
+            detail.setIharm14Overtime(toJson(i[12]));
+            detail.setIharm15Overtime(toJson(i[13]));
+            detail.setIharm16Overtime(toJson(i[14]));
+            detail.setIharm17Overtime(toJson(i[15]));
+            detail.setIharm18Overtime(toJson(i[16]));
+            detail.setIharm19Overtime(toJson(i[17]));
+            detail.setIharm20Overtime(toJson(i[18]));
+            detail.setIharm21Overtime(toJson(i[19]));
+            detail.setIharm22Overtime(toJson(i[20]));
+            detail.setIharm23Overtime(toJson(i[21]));
+            detail.setIharm24Overtime(toJson(i[22]));
+            detail.setIharm25Overtime(toJson(i[23]));
+            detail.setInuharm1Overtime(toJson(uHarm[0]));
+            detail.setInuharm2Overtime(toJson(uHarm[1]));
+            detail.setInuharm3Overtime(toJson(uHarm[2]));
+            detail.setInuharm4Overtime(toJson(uHarm[3]));
+            detail.setInuharm5Overtime(toJson(uHarm[4]));
+            detail.setInuharm6Overtime(toJson(uHarm[5]));
+            detail.setInuharm7Overtime(toJson(uHarm[6]));
+            detail.setInuharm8Overtime(toJson(uHarm[7]));
+            detail.setInuharm9Overtime(toJson(uHarm[8]));
+            detail.setInuharm10Overtime(toJson(uHarm[9]));
+            detail.setInuharm11Overtime(toJson(uHarm[10]));
+            detail.setInuharm12Overtime(toJson(uHarm[11]));
+            detail.setInuharm13Overtime(toJson(uHarm[12]));
+            detail.setInuharm14Overtime(toJson(uHarm[13]));
+            detail.setInuharm15Overtime(toJson(uHarm[14]));
+            detail.setInuharm16Overtime(toJson(uHarm[15]));
+            dto.setDataLimitRateDetail(detail);
+        }
+        return dto;
+    }
+
+
+    private DataLimitRateDto getDataLimitRateDto(DataLimitRateDto limitRate, List<AbnormalData>[] v, List<AbnormalData>[] i, List<AbnormalData>[] uHarm) {
+        limitRate.setUharm2Overtime(v[0].size());
+        limitRate.setUharm3Overtime(v[1].size());
+        limitRate.setUharm4Overtime(v[2].size());
+        limitRate.setUharm5Overtime(v[3].size());
+        limitRate.setUharm6Overtime(v[4].size());
+        limitRate.setUharm7Overtime(v[5].size());
+        limitRate.setUharm8Overtime(v[6].size());
+        limitRate.setUharm9Overtime(v[7].size());
+        limitRate.setUharm10Overtime(v[8].size());
+        limitRate.setUharm11Overtime(v[9].size());
+        limitRate.setUharm12Overtime(v[10].size());
+        limitRate.setUharm13Overtime(v[11].size());
+        limitRate.setUharm14Overtime(v[12].size());
+        limitRate.setUharm15Overtime(v[13].size());
+        limitRate.setUharm16Overtime(v[14].size());
+        limitRate.setUharm17Overtime(v[15].size());
+        limitRate.setUharm18Overtime(v[16].size());
+        limitRate.setUharm19Overtime(v[17].size());
+        limitRate.setUharm20Overtime(v[18].size());
+        limitRate.setUharm21Overtime(v[19].size());
+        limitRate.setUharm22Overtime(v[20].size());
+        limitRate.setUharm23Overtime(v[21].size());
+        limitRate.setUharm24Overtime(v[22].size());
+        limitRate.setUharm25Overtime(v[23].size());
+        limitRate.setIharm2Overtime(i[0].size());
+        limitRate.setIharm3Overtime(i[1].size());
+        limitRate.setIharm4Overtime(i[2].size());
+        limitRate.setIharm5Overtime(i[3].size());
+        limitRate.setIharm6Overtime(i[4].size());
+        limitRate.setIharm7Overtime(i[5].size());
+        limitRate.setIharm8Overtime(i[6].size());
+        limitRate.setIharm9Overtime(i[7].size());
+        limitRate.setIharm10Overtime(i[8].size());
+        limitRate.setIharm11Overtime(i[9].size());
+        limitRate.setIharm12Overtime(i[10].size());
+        limitRate.setIharm13Overtime(i[11].size());
+        limitRate.setIharm14Overtime(i[12].size());
+        limitRate.setIharm15Overtime(i[13].size());
+        limitRate.setIharm16Overtime(i[14].size());
+        limitRate.setIharm17Overtime(i[15].size());
+        limitRate.setIharm18Overtime(i[16].size());
+        limitRate.setIharm19Overtime(i[17].size());
+        limitRate.setIharm20Overtime(i[18].size());
+        limitRate.setIharm21Overtime(i[19].size());
+        limitRate.setIharm22Overtime(i[20].size());
+        limitRate.setIharm23Overtime(i[21].size());
+        limitRate.setIharm24Overtime(i[22].size());
+        limitRate.setIharm25Overtime(i[23].size());
+        limitRate.setInuharm1Overtime(uHarm[0].size());
+        limitRate.setInuharm2Overtime(uHarm[1].size());
+        limitRate.setInuharm3Overtime(uHarm[2].size());
+        limitRate.setInuharm4Overtime(uHarm[3].size());
+        limitRate.setInuharm5Overtime(uHarm[4].size());
+        limitRate.setInuharm6Overtime(uHarm[5].size());
+        limitRate.setInuharm7Overtime(uHarm[6].size());
+        limitRate.setInuharm8Overtime(uHarm[7].size());
+        limitRate.setInuharm9Overtime(uHarm[8].size());
+        limitRate.setInuharm10Overtime(uHarm[9].size());
+        limitRate.setInuharm11Overtime(uHarm[10].size());
+        limitRate.setInuharm12Overtime(uHarm[11].size());
+        limitRate.setInuharm13Overtime(uHarm[12].size());
+        limitRate.setInuharm14Overtime(uHarm[13].size());
+        limitRate.setInuharm15Overtime(uHarm[14].size());
+        limitRate.setInuharm16Overtime(uHarm[15].size());
+        return limitRate;
+    }
+
+    private String toJson(List<AbnormalData> list) {
+        Map<String, List<AbnormalData>> abnormalMap = list.stream().collect(Collectors.groupingBy(x -> x.getPhasic() + "_" + x.getValueType()));
+        List<AbnormalData.Json> info = new ArrayList<>();
+        abnormalMap.forEach((key, value) -> {
+            String[] split = key.split("_");
+            AbnormalData.Json json = new AbnormalData.Json();
+            json.setPhasic(split[0]);
+            json.setValueType(split[1]);
+            json.setTime(String.join(",", value.stream()
+                    .map(abnormal -> abnormal.getTime())
+                    .collect(Collectors.toList())));
+            json.setValue(String.join(",", value.stream()
+                    .map(abnormal -> abnormal.getValue() + "")
+                    .collect(Collectors.toList())));
+            json.setOverLimitValue(list.get(0).getOverLimitValue());
+            info.add(json);
+        });
+        if (CollUtil.isNotEmpty(info)) {
+            return JSON.toJSONString(info);
+        }
+        return null;
+    }
+
+    private void addAbnormalData(List<AbnormalData> list, String phasicType, String valueType, String time, Double value, float overLimitValue) {
+        AbnormalData data = new AbnormalData();
+        data.setTime(time.substring(11, time.length()));
+        data.setPhasic(phasicType);
+        data.setValueType(valueType);
+        data.setValue(value);
+        data.setOverLimitValue(overLimitValue);
+        list.add(data);
+    }
+}

algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/utils/MemorySizeUtil.java

@@ -1,9 +1,20 @@
 package com.njcn.algorithm.utils;
 
+import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.core.text.StrPool;
+import com.njcn.algorithm.pojo.bo.CalculatedParam;
+import com.yomahub.liteflow.flow.LiteflowResponse;
+import com.yomahub.liteflow.flow.entity.CmpStep;
 import org.apache.commons.lang.SerializationUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 import java.time.LocalDateTime;
 import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.stream.Collectors;
+
 
 /**
  * @Author: cdf
@@ -13,6 +24,8 @@ import java.util.List;
 
 public class MemorySizeUtil {
 
+    private static final Logger logger = LoggerFactory.getLogger(MemorySizeUtil.class);
+
     public static double getObjectSize(List<?> list) {
         byte[] serialized = SerializationUtils.serialize((java.io.Serializable) list);
         return (double)serialized.length/1024/1024;
@@ -36,5 +49,41 @@ public class MemorySizeUtil {
         System.out.println("已使用的内存: " + usedMemory / (1024 * 1024) + " MB");
     }
 
+    /***
+     *
+     * @author hongawen
+     * @date 2023/11/7 14:44
+     */
+    public static void dealResponse(CalculatedParam calculatedParam, LiteflowResponse liteflowResponse, String methodDescribe) {
+        MemorySizeUtil.getNowMemory();
+        if (liteflowResponse.isSuccess()) {
+            // 获取执行步骤列表
+            long allTime = 0;
+            Map<String, List<CmpStep>> executeSteps = liteflowResponse.getExecuteSteps();
+            for (String key : executeSteps.keySet()) {
+                List<CmpStep> cmpSteps = executeSteps.get(key);
+                long timeSum = cmpSteps.stream().mapToLong(CmpStep::getTimeSpent).sum();
+                allTime+=timeSum;
+            }
+            logger.info("日期{}，{}执行{}成功,执行总时长{}分钟", calculatedParam.getDataDate(), methodDescribe, calculatedParam.isFullChain() ? "全链" : "指定节点：".concat(String.join(StrPool.COMMA, calculatedParam.getTagNames())),allTime/1000/60);
+        } else {
+            Map<String, List<CmpStep>> executeSteps = liteflowResponse.getExecuteSteps();
+            CmpStep failStep = null;
+            for (String key : executeSteps.keySet()) {
+                List<CmpStep> cmpSteps = executeSteps.get(key);
+                cmpSteps = cmpSteps.stream().filter(cmpStep -> !cmpStep.isSuccess()).collect(Collectors.toList());
+                if (CollectionUtil.isNotEmpty(cmpSteps)) {
+                    failStep = cmpSteps.get(0);
+                }
+            }
+            logger.error("日期{}，{}执行{}失败，在执行{}失败，失败原因:{}"
+                    , calculatedParam.getDataDate()
+                    , methodDescribe
+                    , calculatedParam.isFullChain() ? "全链" : "指定节点：".concat(String.join(StrPool.COMMA, calculatedParam.getTagNames()))
+                    , failStep.getNodeId().concat(Objects.isNull(failStep.getTag()) ? "" : StrPool.DASHED.concat(failStep.getTag()))
+                    , Objects.isNull(failStep.getException()) ? null : failStep.getException().getMessage());
+        }
+    }
+
 }
 

algorithm/algorithm-boot/src/main/resources/bootstrap.yml

@@ -58,7 +58,7 @@ liteflow:
 logging:
   config: http://@nacos.url@/nacos/v1/cs/configs?tenant=@nacos.namespace@&group=DEFAULT_GROUP&dataId=logback.xml
   level:
-    root:
+    root: error
 
 
 #mybatis配置信息
@@ -66,7 +66,7 @@ mybatis-plus:
   #别名扫描
   type-aliases-package: com.njcn.harmonic.pojo
 line:
-  num: 20
+  num: 10
 
 mqtt:
   client-id: @artifactId@${random.value}

data-processing/data-processing-api/src/main/java/com/njcn/dataProcess/api/PqDataVerifyCountFeignClient.java

@@ -0,0 +1,28 @@
+package com.njcn.dataProcess.api;
+
+import com.njcn.common.pojo.constant.ServerInfo;
+import com.njcn.common.pojo.response.HttpResult;
+import com.njcn.dataProcess.api.fallback.PqDataVerifyNewFeignClientFallbackFactory;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyBak;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyCount;
+import org.springframework.cloud.openfeign.FeignClient;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+
+import java.util.List;
+
+/**
+ * @author xy
+ * @version 1.0.0
+ * @date 2025年02月13日 20:11
+ */
+@FeignClient(value =  ServerInfo.PLATFORM_DATA_PROCESSING_BOOT, path = "/pqDataVerifyCount", fallbackFactory = PqDataVerifyNewFeignClientFallbackFactory.class, contextId = "pqDataVerifyNew")
+public interface PqDataVerifyCountFeignClient {
+
+    @PostMapping("/insertDataBatch")
+    HttpResult<List<String>> insertDataBatch(@RequestBody List<PqDataVerifyCount> list);
+
+    @PostMapping("/insertData")
+    HttpResult<List<String>> insertData(@RequestBody PqDataVerifyCount pqDataVerifyCount);
+
+}

data-processing/data-processing-api/src/main/java/com/njcn/dataProcess/api/fallback/PqDataVerifyCountFeignClientFallbackFactory.java

@@ -0,0 +1,54 @@
+package com.njcn.dataProcess.api.fallback;
+
+import com.njcn.common.pojo.enums.response.CommonResponseEnum;
+import com.njcn.common.pojo.exception.BusinessException;
+import com.njcn.common.pojo.response.HttpResult;
+import com.njcn.dataProcess.api.PqDataVerifyCountFeignClient;
+import com.njcn.dataProcess.api.PqDataVerifyNewFeignClient;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyBak;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyCount;
+import com.njcn.dataProcess.util.DataProcessingEnumUtil;
+import feign.hystrix.FallbackFactory;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Component;
+
+import java.util.List;
+
+/**
+ * @author xy
+ * @version 1.0.0
+ * @date 2025年02月13日 20:13
+ */
+@Slf4j
+@Component
+public class PqDataVerifyCountFeignClientFallbackFactory implements FallbackFactory<PqDataVerifyCountFeignClient> {
+
+    /**
+     * 输出远程请求接口异常日志
+     * @param cause RPC请求异常
+     */
+    @Override
+    public PqDataVerifyCountFeignClient create(Throwable cause) {
+        //判断抛出异常是否为解码器抛出的业务异常
+        Enum<?> exceptionEnum = CommonResponseEnum.SERVICE_FALLBACK;
+        if(cause.getCause() instanceof BusinessException){
+            BusinessException businessException = (BusinessException) cause.getCause();
+            exceptionEnum = DataProcessingEnumUtil.getExceptionEnum(businessException.getResult());
+        }
+        Enum<?> finalExceptionEnum = exceptionEnum;
+        return new PqDataVerifyCountFeignClient() {
+
+            @Override
+            public HttpResult<List<String>> insertDataBatch(List<PqDataVerifyCount> list) {
+                log.error("{}异常，降级处理，异常为：{}","批量存储清洗的异常数据",cause.toString());
+                throw new BusinessException(finalExceptionEnum);
+            }
+
+            @Override
+            public HttpResult<List<String>> insertData(PqDataVerifyCount pqDataVerifyCount) {
+                log.error("{}异常，降级处理，异常为：{}","单监测点存储清洗的异常数据",cause.toString());
+                throw new BusinessException(finalExceptionEnum);
+            }
+        };
+    }
+}

data-processing/data-processing-api/src/main/java/com/njcn/dataProcess/pojo/po/PqDataVerifyCount.java

@@ -0,0 +1,68 @@
+package com.njcn.dataProcess.pojo.po;
+
+import com.baomidou.mybatisplus.annotation.TableField;
+import com.baomidou.mybatisplus.annotation.TableName;
+import com.fasterxml.jackson.annotation.JsonFormat;
+import com.github.jeffreyning.mybatisplus.anno.MppMultiId;
+import lombok.Getter;
+import lombok.Setter;
+
+import java.io.Serializable;
+import java.time.LocalDate;
+
+/**
+ * <p>
+ *
+ * </p>
+ *
+ * @author xy
+ * @since 2025-02-17
+ */
+@Getter
+@Setter
+@TableName("pq_data_verify_count")
+public class PqDataVerifyCount implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    /**
+     * 监测点id
+     */
+    @MppMultiId
+    @TableField(value = "line_id")
+    private String lineId;
+
+    /**
+     * 数据时间
+     */
+    @MppMultiId
+    @TableField(value = "time_id")
+    @JsonFormat(pattern = "yyyy-MM-dd", timezone = "GMT+8")
+    private LocalDate time;
+
+    /**
+     * 异常指标数量
+     */
+    @TableField(value = "total")
+    private Integer total = 0;
+
+    /**
+     * 总指标数量
+     */
+    @TableField(value = "total_all")
+    private Integer totalAll = 0;
+
+    /**
+     * 异常短时闪变数量
+     */
+    @TableField(value = "flicker")
+    private Integer flicker = 0;
+
+    /**
+     * 短时闪变总数量
+     */
+    @TableField(value = "flicker_all")
+    private Integer flickerAll = 0;
+
+
+}

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/controller/PqDataVerifyCountController.java

@@ -0,0 +1,58 @@
+package com.njcn.dataProcess.controller;
+
+
+import com.njcn.common.pojo.annotation.OperateInfo;
+import com.njcn.common.pojo.constant.OperateType;
+import com.njcn.common.pojo.enums.common.LogEnum;
+import com.njcn.common.pojo.enums.response.CommonResponseEnum;
+import com.njcn.common.pojo.response.HttpResult;
+import com.njcn.common.utils.HttpResultUtil;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyBak;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyCount;
+import com.njcn.dataProcess.service.IPqDataVerifyCountService;
+import com.njcn.dataProcess.service.IPqDataVerifyNewService;
+import com.njcn.web.controller.BaseController;
+import io.swagger.annotations.ApiOperation;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+import javax.annotation.Resource;
+import java.util.List;
+
+/**
+ * <p>
+ *  前端控制器
+ * </p>
+ *
+ * @author xy
+ * @since 2025-02-17
+ */
+@RestController
+@RequestMapping("/pqDataVerifyCount")
+public class PqDataVerifyCountController extends BaseController {
+
+    @Resource
+    private IPqDataVerifyCountService pqDataVerifyNewService;
+
+    @OperateInfo(info = LogEnum.BUSINESS_COMMON,operateType = OperateType.ADD)
+    @PostMapping("/insertDataBatch")
+    @ApiOperation("存储清洗的异常数据数量")
+    public HttpResult<List<String>> insertDataBatch(@RequestBody List<PqDataVerifyCount> list) {
+        String methodDescribe = getMethodDescribe("insertDataBatch");
+        pqDataVerifyNewService.insertDataBatch(list);
+        return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, null, methodDescribe);
+    }
+
+    @OperateInfo(info = LogEnum.BUSINESS_COMMON,operateType = OperateType.ADD)
+    @PostMapping("/insertData")
+    @ApiOperation("存储清洗的异常数据数量")
+    public HttpResult<List<String>> insertData(@RequestBody PqDataVerifyCount pqDataVerifyCount) {
+        String methodDescribe = getMethodDescribe("insertData");
+        pqDataVerifyNewService.insertData(pqDataVerifyCount);
+        return HttpResultUtil.assembleCommonResponseResult(CommonResponseEnum.SUCCESS, null, methodDescribe);
+    }
+
+}
+

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/dao/relation/mapper/PqDataVerifyCountMapper.java

@@ -0,0 +1,16 @@
+package com.njcn.dataProcess.dao.relation.mapper;
+
+import com.github.jeffreyning.mybatisplus.base.MppBaseMapper;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyCount;
+
+/**
+ * <p>
+ *  Mapper 接口
+ * </p>
+ *
+ * @author xy
+ * @since 2025-02-17
+ */
+public interface PqDataVerifyCountMapper extends MppBaseMapper<PqDataVerifyCount> {
+
+}

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/IPqDataVerifyCountService.java

@@ -0,0 +1,28 @@
+package com.njcn.dataProcess.service;
+
+import com.github.jeffreyning.mybatisplus.service.IMppService;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyCount;
+
+import java.util.List;
+
+/**
+ * <p>
+ *  服务类
+ * </p>
+ *
+ * @author xy
+ * @since 2025-02-17
+ */
+public interface IPqDataVerifyCountService extends IMppService<PqDataVerifyCount> {
+
+    /**
+     * 异常数据插入
+     * @param list
+     */
+    void insertDataBatch(List<PqDataVerifyCount> list);
+
+    /**
+     * 异常数据插入
+     */
+    void insertData(PqDataVerifyCount pqDataVerifyCount);
+}

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataFlickerImpl.java

@@ -67,9 +67,8 @@ public class InfluxdbDataFlickerImpl extends MppServiceImpl<RStatDataFlickerRela
         }
 
         List<DataFlicker> collect = dataFlickerDTOList.stream().map(temp -> DataFlicker.relationToInfluxDB(temp)).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataFlicker>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataFlicker>> partition = ListUtils.partition(collect, 20000);
         for (List<DataFlicker> dataFlickerList : partition) {
             List<DataFlicker> sublistAsOriginalListType = new ArrayList<>(dataFlickerList);
 

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataFlucImpl.java

@@ -65,9 +65,8 @@ public class InfluxdbDataFlucImpl extends MppServiceImpl<RStatDataFlucRelationMa
         }
 
         List<DataFluc> collect = dataFlucDTOList.stream().map(temp -> DataFluc.relationToInfluxDB(temp)).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataFluc>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataFluc>> partition = ListUtils.partition(collect, 20000);
         for (List<DataFluc> dataFlucList : partition) {
             List<DataFluc> sublistAsOriginalListType = new ArrayList<>(dataFlucList);
 

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmRateIImpl.java

@@ -200,7 +200,7 @@ public class InfluxdbDataHarmRateIImpl extends MppServiceImpl<RStatDataHarmRateI
         List<DataHarmrateI> dataList;
         List<DataHarmrateI> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmrateI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataHarmrateI::getLineId, lineList)
                 .select(DataHarmrateI::getLineId)
                 .select(DataHarmrateI::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmRateVImpl.java

@@ -84,9 +84,8 @@ public class InfluxdbDataHarmRateVImpl extends MppServiceImpl<RStatDataHarmRateV
         }
 
         List<DataHarmrateV> collect = dataHarmrateVDTOList.stream().flatMap(temp -> DataHarmrateV.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataHarmrateV>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataHarmrateV>> partition = ListUtils.partition(collect, 20000);
         for (List<DataHarmrateV> dataHarmrateVList : partition) {
             List<DataHarmrateV> sublistAsOriginalListType = new ArrayList<>(dataHarmrateVList);
 
@@ -238,7 +237,7 @@ public class InfluxdbDataHarmRateVImpl extends MppServiceImpl<RStatDataHarmRateV
     @Override
     public List<DataHarmDto> getGroupByTimeHarmRateV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper harmRateVQueryWrapper = new InfluxQueryWrapper(DataHarmrateV.class);
-        harmRateVQueryWrapper.maxSamePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(2, 50, 1));
+        harmRateVQueryWrapper.maxSamePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(2, 50, 1));
         harmRateVQueryWrapper.regular(DataV::getLineId, lineParam.getLineId())
                 .eq(DataHarmrateV::getValueType, InfluxDbSqlConstant.CP95)
                 .ne(DataHarmrateV::getPhasicType, InfluxDBTableConstant.PHASE_TYPE_T)
@@ -266,7 +265,7 @@ public class InfluxdbDataHarmRateVImpl extends MppServiceImpl<RStatDataHarmRateV
         List<DataHarmrateV> dataList;
         List<DataHarmrateV> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmrateV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataHarmrateV::getLineId, lineParam.getLineId())
                 .select(DataHarmrateV::getLineId)
                 .select(DataHarmrateV::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmphasicIImpl.java

@@ -66,9 +66,8 @@ public class InfluxdbDataHarmphasicIImpl extends MppServiceImpl<RStatDataHarmPha
         }
 
         List<DataHarmphasicI> collect = dataHarmphasicIDTOList.stream().flatMap(temp -> DataHarmphasicI.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataHarmphasicI>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataHarmphasicI>> partition = ListUtils.partition(collect, 20000);
         for (List<DataHarmphasicI> dataHarmphasicIList : partition) {
             List<DataHarmphasicI> sublistAsOriginalListType = new ArrayList<>(dataHarmphasicIList);
             dataHarmphasicIMapper.insertBatch(sublistAsOriginalListType);
@@ -224,7 +223,7 @@ public class InfluxdbDataHarmphasicIImpl extends MppServiceImpl<RStatDataHarmPha
         List<DataHarmphasicI> dataList;
         List<DataHarmphasicI> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmphasicI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataHarmphasicI::getLineId, lineList)
                 .select(DataHarmphasicI::getLineId)
                 .select(DataHarmphasicI::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmphasicVImpl.java

@@ -70,9 +70,8 @@ public class InfluxdbDataHarmphasicVImpl extends MppServiceImpl<RStatDataHarmPha
         }
 
         List<DataHarmphasicV> collect = dataHarmphasicVDTOList.stream().flatMap(temp -> DataHarmphasicV.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataHarmphasicV>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataHarmphasicV>> partition = ListUtils.partition(collect, 20000);
         for (List<DataHarmphasicV> dataHarmphasicVList : partition) {
             List<DataHarmphasicV> sublistAsOriginalListType = new ArrayList<>(dataHarmphasicVList);
 
@@ -229,7 +228,7 @@ public class InfluxdbDataHarmphasicVImpl extends MppServiceImpl<RStatDataHarmPha
         List<DataHarmphasicV> dataList;
         List<DataHarmphasicV> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmphasicV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataHarmphasicV::getLineId, lineList)
                 .select(DataHarmphasicV::getLineId)
                 .select(DataHarmphasicV::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmpowerPImpl.java

@@ -70,9 +70,8 @@ public class InfluxdbDataHarmpowerPImpl extends MppServiceImpl<RStatDataHarmPowe
             return;
         }
         List<DataHarmpowerP> collect = dataHarmpowerPDTOList.stream().flatMap(temp -> DataHarmpowerP.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataHarmpowerP>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataHarmpowerP>> partition = ListUtils.partition(collect, 20000);
         for (List<DataHarmpowerP> dataHarmpowerPList : partition) {
             List<DataHarmpowerP> sublistAsOriginalListType = new ArrayList<>(dataHarmpowerPList);
 
@@ -233,7 +232,7 @@ public class InfluxdbDataHarmpowerPImpl extends MppServiceImpl<RStatDataHarmPowe
         List<DataHarmpowerP> dataList;
         List<DataHarmpowerP> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerP.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, InfluxDbSqlConstant.P, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataHarmpowerP::getLineId, lineList)
                 .select(DataHarmpowerP::getLineId)
                 .select(DataHarmpowerP::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmpowerQImpl.java

@@ -66,9 +66,8 @@ public class InfluxdbDataHarmpowerQImpl extends MppServiceImpl<RStatDataHarmPowe
             return;
         }
         List<DataHarmpowerQ> collect = dataHarmpowerQDTOList.stream().flatMap(temp -> DataHarmpowerQ.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataHarmpowerQ>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataHarmpowerQ>> partition = ListUtils.partition(collect, 20000);
         for (List<DataHarmpowerQ> dataHarmpowerQList : partition) {
             List<DataHarmpowerQ> sublistAsOriginalListType = new ArrayList<>(dataHarmpowerQList);
 
@@ -227,7 +226,7 @@ public class InfluxdbDataHarmpowerQImpl extends MppServiceImpl<RStatDataHarmPowe
         List<DataHarmpowerQ> dataList;
         List<DataHarmpowerQ> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerQ.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, InfluxDbSqlConstant.Q, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataHarmpowerQ::getLineId, lineList)
                 .select(DataHarmpowerQ::getLineId)
                 .select(DataHarmpowerQ::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataHarmpowerSImpl.java

@@ -66,9 +66,8 @@ public class InfluxdbDataHarmpowerSImpl extends MppServiceImpl<RStatDataHarmPowe
             return;
         }
         List<DataHarmpowerS> collect = dataHarmpowerSDTOList.stream().flatMap(temp -> DataHarmpowerS.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataHarmpowerS>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataHarmpowerS>> partition = ListUtils.partition(collect, 20000);
         for (List<DataHarmpowerS> dataHarmpowerSList : partition) {
             List<DataHarmpowerS> sublistAsOriginalListType = new ArrayList<>(dataHarmpowerSList);
 
@@ -227,7 +226,7 @@ public class InfluxdbDataHarmpowerSImpl extends MppServiceImpl<RStatDataHarmPowe
         List<DataHarmpowerS> dataList;
         List<DataHarmpowerS> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerS.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, InfluxDbSqlConstant.S, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataHarmpowerS::getLineId, lineList)
                 .select(DataHarmpowerS::getLineId)
                 .select(DataHarmpowerS::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataIImpl.java

@@ -69,9 +69,8 @@ public class InfluxdbDataIImpl extends MppServiceImpl<RStatDataIRelationMapper,
             return;
         }
         List<DataI> collect = dataIDTOList.stream().flatMap(temp -> DataI.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataI>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataI>> partition = ListUtils.partition(collect, 20000);
         for (List<DataI> dataIList : partition) {
             List<DataI> sublistAsOriginalListType = new ArrayList<>(dataIList);
 
@@ -232,7 +231,7 @@ public class InfluxdbDataIImpl extends MppServiceImpl<RStatDataIRelationMapper,
     @Override
     public List<DataIDto> getGroupByTimeDataI(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataI.class);
-        influxQueryWrapper.maxSamePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(2, 50, 1));
+        influxQueryWrapper.maxSamePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(2, 50, 1));
         influxQueryWrapper.regular(DataI::getLineId, lineParam.getLineId())
                 .eq(DataI::getValueType, InfluxDbSqlConstant.CP95)
                 .ne(DataI::getPhasicType, InfluxDBTableConstant.PHASE_TYPE_T)
@@ -260,7 +259,7 @@ public class InfluxdbDataIImpl extends MppServiceImpl<RStatDataIRelationMapper,
         List<DataI> dataList;
         List<DataI> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataI::getLineId, lineParam.getLineId())
                 .select(DataI::getLineId)
                 .select(DataI::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataInharmIImpl.java

@@ -67,7 +67,7 @@ public class InfluxdbDataInharmIImpl extends MppServiceImpl<RStatDataInHarmIRela
         List<DataInharmI> collect = dataInharmIDTOList.stream().flatMap(temp -> DataInharmI.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
         int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataInharmI>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataInharmI>> partition = ListUtils.partition(collect, 20000);
         for (List<DataInharmI> dataInharmIList : partition) {
             List<DataInharmI> sublistAsOriginalListType = new ArrayList<>(dataInharmIList);
 
@@ -224,7 +224,7 @@ public class InfluxdbDataInharmIImpl extends MppServiceImpl<RStatDataInHarmIRela
         List<DataInharmI> dataList;
         List<DataInharmI> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataInharmI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataInharmI::getLineId, lineList)
                 .select(DataInharmI::getLineId)
                 .select(DataInharmI::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataInharmVImpl.java

@@ -68,9 +68,8 @@ public class InfluxdbDataInharmVImpl extends MppServiceImpl<RStatDataInHarmVRela
             return;
         }
         List<DataInharmV> collect = dataInharmVDTOList.stream().flatMap(temp -> DataInharmV.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataInharmV>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataInharmV>> partition = ListUtils.partition(collect, 20000);
         for (List<DataInharmV> dataInharmVList : partition) {
             List<DataInharmV> sublistAsOriginalListType = new ArrayList<>(dataInharmVList);
 
@@ -227,7 +226,7 @@ public class InfluxdbDataInharmVImpl extends MppServiceImpl<RStatDataInHarmVRela
         List<DataInharmV> dataList;
         List<DataInharmV> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataInharmV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataInharmV::getLineId, lineParam.getLineId())
                 .select(DataInharmV::getLineId)
                 .select(DataInharmV::getPhasicType)

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataPltImpl.java

@@ -66,9 +66,8 @@ public class InfluxdbDataPltImpl extends MppServiceImpl<RStatDataPltRelationMapp
         }
 
         List<DataPlt> collect = dataPltDTOList.stream().map(temp -> DataPlt.relationToInfluxDB(temp)).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataPlt>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataPlt>> partition = ListUtils.partition(collect, 20000);
         for (List<DataPlt> dataPltList : partition) {
             List<DataPlt> sublistAsOriginalListType = new ArrayList<>(dataPltList);
 

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/influxdb/InfluxdbDataVImpl.java

@@ -111,9 +111,8 @@ public class InfluxdbDataVImpl extends MppServiceImpl<RStatDataVRelationMapper,
             return;
         }
         List<DataV> collect = dataVDTOList.stream().flatMap(temp -> DataV.relationToInfluxDB(temp).stream()).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataV>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataV>> partition = ListUtils.partition(collect, 20000);
         for (List<DataV> dataVList : partition) {
             List<DataV> sublistAsOriginalListType = new ArrayList<>(dataVList);
 
@@ -158,7 +157,7 @@ public class InfluxdbDataVImpl extends MppServiceImpl<RStatDataVRelationMapper,
     @Override
     public Integer getCountRawData(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper.regular(DataV::getLineId, lineParam.getLineId())
                 .select(DataV::getLineId)
                 .select(DataV::getPhasicType)
@@ -370,12 +369,10 @@ public class InfluxdbDataVImpl extends MppServiceImpl<RStatDataVRelationMapper,
             return dataV;
 
         }).collect(Collectors.toList());
-        int minSize = Math.min(1200000, collect.size());
 
-        List<List<DataV>> partition = ListUtils.partition(collect, minSize);
+        List<List<DataV>> partition = ListUtils.partition(collect, 20000);
         for (List<DataV> dataVList : partition) {
             List<DataV> sublistAsOriginalListType = new ArrayList<>(dataVList);
-
             dataVMapper.insertBatch(sublistAsOriginalListType);
 
         }

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/relation/PqDataVerifyCountServiceImpl.java

@@ -0,0 +1,34 @@
+package com.njcn.dataProcess.service.impl.relation;
+
+import com.github.jeffreyning.mybatisplus.service.MppServiceImpl;
+import com.njcn.dataProcess.dao.relation.mapper.PqDataVerifyCountMapper;
+import com.njcn.dataProcess.dao.relation.mapper.PqDataVerifyNewMapper;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyBak;
+import com.njcn.dataProcess.pojo.po.PqDataVerifyCount;
+import com.njcn.dataProcess.service.IPqDataVerifyCountService;
+import com.njcn.dataProcess.service.IPqDataVerifyNewService;
+import org.springframework.stereotype.Service;
+
+import java.util.List;
+
+/**
+ * <p>
+ *  服务实现类
+ * </p>
+ *
+ * @author xy
+ * @since 2025-02-17
+ */
+@Service
+public class PqDataVerifyCountServiceImpl extends MppServiceImpl<PqDataVerifyCountMapper, PqDataVerifyCount> implements IPqDataVerifyCountService {
+
+    @Override
+    public void insertDataBatch(List<PqDataVerifyCount> list) {
+        this.saveOrUpdateBatchByMultiId(list,1000);
+    }
+
+    @Override
+    public void insertData(PqDataVerifyCount pqDataVerifyCount) {
+        this.saveOrUpdateByMultiId(pqDataVerifyCount);
+    }
+}

data-processing/data-processing-boot/src/main/java/com/njcn/dataProcess/service/impl/relation/RelationDataLimitRateDetailImpl.java

@@ -111,7 +111,15 @@ public class RelationDataLimitRateDetailImpl extends MppServiceImpl<RStatLimitRa
             BeanUtils.copyProperties(item, limitRate);
             result.add(limitRate);
         });
-        this.saveOrUpdateBatchByMultiId(result,1000);
+        if(CollUtil.isNotEmpty(result)){
+            List<String> ids = result.stream().map(RStatLimitRateDetailD::getLineId).collect(Collectors.toList());
+            this.remove(new LambdaQueryWrapper<RStatLimitRateDetailD>()
+                    .eq(RStatLimitRateDetailD::getTime,result.get(0).getTime())
+                    .in(RStatLimitRateDetailD::getLineId,ids)
+            );
+            this.saveBatch(result,500);
+        }
+
     }
 
     @Override

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataHarmRateIImpl.java

@@ -31,7 +31,7 @@ public class InsertDataHarmRateIImpl  implements InsertIDataHarmRateI {
     @Override
     public List<DataHarmrateI> listDataHarmrateI(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmrateI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmrateI::getLineId)
                 .select(DataHarmrateI::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataHarmRateVImpl.java

@@ -31,7 +31,7 @@ public class InsertDataHarmRateVImpl  implements InsertIDataHarmRateV {
     @Override
     public List<DataHarmrateV> listDataHarmrateV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmrateV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmrateV::getLineId)
                 .select(DataHarmrateV::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataHarmphasicIImpl.java

@@ -37,7 +37,7 @@ public class InsertDataHarmphasicIImpl implements InsertIDataHarmphasicI {
     public List<DataHarmphasicI> listDataHarmphasicI(LineCountEvaluateParam lineParam) {
         List<DataHarmphasicI> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmphasicI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmphasicI::getLineId)
                 .select(DataHarmphasicI::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataHarmphasicVImpl.java

@@ -36,7 +36,7 @@ public class InsertDataHarmphasicVImpl  implements InsertIDataHarmphasicV {
     @Override
     public List<DataHarmphasicV> listDataHarmphasicV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmphasicV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmphasicV::getLineId)
                 .select(DataHarmphasicV::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataHarmpowerPImpl.java

@@ -36,7 +36,7 @@ public class InsertDataHarmpowerPImpl implements InsertIDataHarmpowerP {
     @Override
     public List<DataHarmpowerP> listDataHarmpowerP(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerP.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, InfluxDbSqlConstant.P, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmpowerP::getLineId)
                 .select(DataHarmpowerP::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataHarmpowerQImpl.java

@@ -35,7 +35,7 @@ public class InsertDataHarmpowerQImpl  implements InsertIDataHarmpowerQ {
     @Override
     public List<DataHarmpowerQ> listDataHarmpowerQ(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerQ.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, InfluxDbSqlConstant.Q, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmpowerQ::getLineId)
                 .select(DataHarmpowerQ::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataHarmpowerSImpl.java

@@ -35,7 +35,7 @@ public class InsertDataHarmpowerSImpl implements InsertIDataHarmpowerS {
     @Override
     public List<DataHarmpowerS> listDataHarmpowerS(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerS.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, InfluxDbSqlConstant.S, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmpowerS::getLineId)
                 .select(DataHarmpowerS::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataIImpl.java

@@ -36,7 +36,7 @@ public class InsertDataIImpl  implements InsertIDataI {
     @Override
     public List<DataI> listDataI(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataI::getLineId)
                 .select(DataI::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataInharmIImpl.java

@@ -35,7 +35,7 @@ public class InsertDataInharmIImpl  implements InsertIDataInharmI {
     @Override
     public List<DataInharmI> listDataInharmI(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataInharmI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataInharmI::getLineId)
                 .select(DataInharmI::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataInharmVImpl.java

@@ -35,7 +35,7 @@ public class InsertDataInharmVImpl implements InsertIDataInharmV {
     @Override
     public List<DataInharmV> listDataInharmV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataInharmV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataInharmV::getLineId)
                 .select(DataInharmV::getPhasicType)

migration-influxdb/migration-influxdb-insert-boot/src/main/java/com/njcn/migration/insert/service/impl/InsertDataVImpl.java

@@ -34,7 +34,7 @@ public class InsertDataVImpl implements InsertIDataV {
     @Override
     public List<DataV> listDataV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataV::getLineId)
                 .select(DataV::getPhasicType)
@@ -66,7 +66,7 @@ public class InsertDataVImpl implements InsertIDataV {
     @Override
     public List<DataV> listDataVDesc(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataV::getLineId)
                 .select(DataV::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/controller/MigrationInfluxDBController.java

@@ -82,14 +82,14 @@ public class MigrationInfluxDBController {
                 long betweenDay = LocalDateTimeUtil.between(startDate, endDate, ChronoUnit.HOURS);
                 param.setStartTime(startDate.format(dateTimeFormatter));
                 param.setEndTime(startDate.with(LocalTime.of(startDate.getHour(), 59, 59)).format(dateTimeFormatter));
-                migrationService.hourseLineEventBacthSysc(param);
+                migrationService.hourseDevDataBacthSysc(param);
                 for (int i = 0; i <betweenDay; i++) {
                     LineCountEvaluateParam countEvaluateParam=new LineCountEvaluateParam();
                     countEvaluateParam.setIsManual(true);
                     startDate = LocalDateTimeUtil.offset(startDate, 1, ChronoUnit.HOURS);
                     countEvaluateParam.setStartTime(startDate.format(dateTimeFormatter));
                     countEvaluateParam.setEndTime(startDate.with(LocalTime.of(startDate.getHour(), 59, 59)).format(dateTimeFormatter));
-                    migrationService.hourseLineEventBacthSysc(countEvaluateParam);
+                    migrationService.hourseDevDataBacthSysc(countEvaluateParam);
                 }
             } catch (Exception exception) {
                 exception.printStackTrace();

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataHarmRateIImpl.java

@@ -29,7 +29,7 @@ public class DataHarmRateIImpl  implements IDataHarmRateI {
     @Override
     public List<DataHarmrateI> listDataHarmrateI(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmrateI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmrateI::getLineId)
                 .select(DataHarmrateI::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataHarmRateVImpl.java

@@ -29,7 +29,7 @@ public class DataHarmRateVImpl  implements IDataHarmRateV {
     @Override
     public List<DataHarmrateV> listDataHarmrateV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmrateV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmrateV::getLineId)
                 .select(DataHarmrateV::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataHarmphasicIImpl.java

@@ -35,7 +35,7 @@ public class DataHarmphasicIImpl implements IDataHarmphasicI {
     public List<DataHarmphasicI> listDataHarmphasicI(LineCountEvaluateParam lineParam) {
         List<DataHarmphasicI> result = new ArrayList<>();
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmphasicI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmphasicI::getLineId)
                 .select(DataHarmphasicI::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataHarmphasicVImpl.java

@@ -34,7 +34,7 @@ public class DataHarmphasicVImpl  implements IDataHarmphasicV {
     @Override
     public List<DataHarmphasicV> listDataHarmphasicV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmphasicV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmphasicV::getLineId)
                 .select(DataHarmphasicV::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataHarmpowerPImpl.java

@@ -34,7 +34,7 @@ public class DataHarmpowerPImpl implements IDataHarmpowerP {
     @Override
     public List<DataHarmpowerP> listDataHarmpowerP(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerP.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.P, InfluxDbSqlConstant.P, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmpowerP::getLineId)
                 .select(DataHarmpowerP::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataHarmpowerQImpl.java

@@ -34,7 +34,7 @@ public class DataHarmpowerQImpl  implements IDataHarmpowerQ {
     @Override
     public List<DataHarmpowerQ> listDataHarmpowerQ(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerQ.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.Q, InfluxDbSqlConstant.Q, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmpowerQ::getLineId)
                 .select(DataHarmpowerQ::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataHarmpowerSImpl.java

@@ -33,7 +33,7 @@ public class DataHarmpowerSImpl implements IDataHarmpowerS {
     @Override
     public List<DataHarmpowerS> listDataHarmpowerS(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataHarmpowerS.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.S, InfluxDbSqlConstant.S, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataHarmpowerS::getLineId)
                 .select(DataHarmpowerS::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataIImpl.java

@@ -34,7 +34,7 @@ public class DataIImpl  implements IDataI {
     @Override
     public List<DataI> listDataI(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataI::getLineId)
                 .select(DataI::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataInharmIImpl.java

@@ -33,7 +33,7 @@ public class DataInharmIImpl  implements IDataInharmI {
     @Override
     public List<DataInharmI> listDataInharmI(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataInharmI.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.I, InfluxDbSqlConstant.I, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataInharmI::getLineId)
                 .select(DataInharmI::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataInharmVImpl.java

@@ -33,7 +33,7 @@ public class DataInharmVImpl implements IDataInharmV {
     @Override
     public List<DataInharmV> listDataInharmV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataInharmV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataInharmV::getLineId)
                 .select(DataInharmV::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/main/java/com/njcn/migration/read/service/impl/DataVImpl.java

@@ -33,7 +33,7 @@ public class DataVImpl implements IDataV {
     @Override
     public List<DataV> listDataV(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataV::getLineId)
                 .select(DataV::getPhasicType)
@@ -71,7 +71,7 @@ public class DataVImpl implements IDataV {
     @Override
     public List<DataV> listDataVDesc(LineCountEvaluateParam lineParam) {
         InfluxQueryWrapper influxQueryWrapper = new InfluxQueryWrapper(DataV.class);
-        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, "", HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
+        influxQueryWrapper.samePrefixAndSuffix(InfluxDbSqlConstant.V, InfluxDbSqlConstant.V, HarmonicTimesUtil.harmonicTimesList(1, 50, 1));
         influxQueryWrapper
                 .select(DataV::getLineId)
                 .select(DataV::getPhasicType)

migration-influxdb/migration-influxdb-read-boot/src/test/java/BaseJunitTest.java

@@ -98,7 +98,7 @@ public class BaseJunitTest {
         lineParam.setStartTime("2025-04-23 00:00:00");
         lineParam.setEndTime("2025-04-23 23:59:00");
         lineParam.setIsManual(true);
-        migrationService.hourseLineDataBacthSysc(lineParam);
+//        migrationService.hourseLineDataBacthSysc(lineParam);
 
         System.out.println("");
 

pom.xml

@@ -33,11 +33,46 @@
 
   <properties>
     <!--内网-->
-    <middle.server.url>192.168.1.22</middle.server.url>
-    <service.server.url>192.168.1.121</service.server.url>
-    <docker.server.url>192.168.1.22</docker.server.url>
-    <nacos.url>${middle.server.url}:18848</nacos.url>
-    <nacos.namespace>07ec981d-1377-4920-8760-b5a98ff7e668</nacos.namespace>
+<!--        <middle.server.url>192.168.1.22</middle.server.url>-->
+<!--        <service.server.url>192.168.1.121</service.server.url>-->
+<!--        <docker.server.url>192.168.1.22</docker.server.url>-->
+<!--        <nacos.url>${middle.server.url}:18848</nacos.url>-->
+<!--        <nacos.namespace>07ec981d-1377-4920-8760-b5a98ff7e668</nacos.namespace>-->
+
+<!--          <middle.server.url>192.168.21.129</middle.server.url>-->
+<!--          <service.server.url>192.168.21.1</service.server.url>-->
+<!--          <docker.server.url>192.168.1.22</docker.server.url>-->
+<!--          <nacos.url>${middle.server.url}:18848</nacos.url>-->
+<!--          <nacos.namespace>0c19477c-444e-413c-9782-e6ebc2eedac1</nacos.namespace>-->
+
+<!--    <middle.server.url>127.0.0.1</middle.server.url>-->
+<!--    &lt;!&ndash;微服务模块发布地址&ndash;&gt;-->
+<!--    <service.server.url>127.0.0.1</service.server.url>-->
+<!--    &lt;!&ndash;docker仓库地址&ndash;&gt;-->
+<!--    <docker.server.url>127.0.0.1</docker.server.url>-->
+<!--    &lt;!&ndash;nacos的ip:port&ndash;&gt;-->
+<!--    <nacos.url>${middle.server.url}:8848</nacos.url>-->
+<!--    <nacos.namespace>37a0e99f-eb96-4d2f-9b47-75bffa765827</nacos.namespace>-->
+<!--              <middle.server.url>24.43.102.139</middle.server.url>-->
+<!--              <service.server.url>24.43.102.139</service.server.url>-->
+<!--              <docker.server.url>24.43.102.139</docker.server.url>-->
+<!--              <nacos.url>${middle.server.url}:18848</nacos.url>-->
+<!--              <nacos.namespace></nacos.namespace>-->
+
+            <middle.server.url>127.0.0.1</middle.server.url>
+            <service.server.url>127.0.0.1</service.server.url>
+            <docker.server.url>127.0.0.1</docker.server.url>
+            <nacos.url>${middle.server.url}:8848</nacos.url>
+            <nacos.namespace>37a0e99f-eb96-4d2f-9b47-75bffa765827</nacos.namespace>
+
+<!--            <middle.server.url>192.168.21.129</middle.server.url>-->
+<!--            &lt;!&ndash;微服务模块发布地址&ndash;&gt;-->
+<!--            <service.server.url>192.168.21.1</service.server.url>-->
+<!--            &lt;!&ndash;docker仓库地址&ndash;&gt;-->
+<!--            <docker.server.url>192.168.1.22</docker.server.url>-->
+<!--          <nacos.url>${middle.server.url}:18848</nacos.url>-->
+<!--          <nacos.namespace>0c19477c-444e-413c-9782-e6ebc2eedac1</nacos.namespace>-->
+
     <!--sentinel:port-->
     <sentinel.url>${middle.server.url}:8080</sentinel.url>
     <!--网关地址，主要用于配置swagger中认证token-->