Microservice/govern
3
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

feat(topology): 添加拓扑图目标指标功能并重构数据处理逻辑

Browse Source 
- 在AppLineTopologyDiagram相关类中添加target字段用于绑定指标
- 重构DeviceMessageClient的getLineInfo方法参数结构
- 实现CsLineTopologyFeignClient的queryTopologyDiagram接口及降级处理
- 更新MqttMessageHandler中拓扑图数据处理逻辑，支持自定义指标查询
- 添加PqdData数据拆分服务IPqdDataSplitService及其实现
- 优化PortableOfflLogServiceImpl中的数据入库逻辑
- 修复CsTerminalReplyServiceImpl中时间范围查询条件
- 移除未使用的导入和代码，优化服务依赖注入
This commit is contained in:
xy
2026-05-25 14:38:35 +08:00
parent 1d8d714d66
commit ea2962840c
17 changed files with 1079 additions and 453 deletions
Download Patch File Download Diff File Expand all files Collapse all files

8
cs-report/cs-report-boot/src/main/java/com/njcn/csreport/controller/TestController.java
View File

@@ -125,7 +125,7 @@ public class TestController {
collect.forEach((tempPhase,byNameMap)->{
//最小值
InfluxQueryWrapper influxQueryWrapperMin = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperMin.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "min")
influxQueryWrapperMin.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "MIN")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
@@ -156,7 +156,7 @@ public class TestController {
//最大值
InfluxQueryWrapper influxQueryWrapperMax = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperMax.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "max")
influxQueryWrapperMax.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "MAX")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
@@ -186,7 +186,7 @@ public class TestController {
//平均值
InfluxQueryWrapper influxQueryWrapperAvg = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperAvg.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "avg")
influxQueryWrapperAvg.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "AVG")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
@@ -216,7 +216,7 @@ public class TestController {
//CP95
InfluxQueryWrapper influxQueryWrapperCp95 = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperCp95.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "avg")
influxQueryWrapperCp95.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "AVG")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);

696
cs-report/cs-report-boot/src/main/java/com/njcn/csreport/job/ReportCovertJob.java
View File

@@ -1,348 +1,348 @@
package com.njcn.csreport.job;
import cn.hutool.extra.spring.SpringUtil;
import com.github.jeffreyning.mybatisplus.service.IMppService;
import com.njcn.common.pojo.enums.response.CommonResponseEnum;
import com.njcn.common.utils.HarmonicTimesUtil;
import com.njcn.common.utils.HttpResultUtil;
import com.njcn.csdevice.api.CsLedgerFeignClient;
import com.njcn.csdevice.pojo.dto.LineParamDTO;
import com.njcn.csdevice.pojo.po.CsLedger;
import com.njcn.csreport.enums.ReportTableEnum;
import com.njcn.csreport.service.RStatDataVDService;
import com.njcn.influx.constant.InfluxDbSqlConstant;
import com.njcn.influx.imapper.CommonMapper;
import com.njcn.influx.imapper.PqdDataMapper;
import com.njcn.influx.imapper.day.GovernReportMapper;
import com.njcn.influx.pojo.constant.InfluxDBTableConstant;
import com.njcn.influx.pojo.po.DataV;
import com.njcn.influx.pojo.po.cs.PqdData;
import com.njcn.influx.query.InfluxQueryWrapper;
import com.njcn.system.api.CsStatisticalSetFeignClient;
import com.njcn.system.api.DicDataFeignClient;
import com.njcn.system.api.EpdFeignClient;
import com.njcn.system.enums.DicDataEnum;
import com.njcn.system.pojo.po.DictData;
import com.njcn.system.pojo.po.EleEpdPqd;
import com.njcn.system.pojo.vo.EleEpdPqdListVO;
import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.scheduling.annotation.EnableScheduling;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Component;
import java.lang.reflect.Field;
import java.time.LocalDate;
import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.stream.Collectors;
/**
* Description:
* Date: 2024/1/18 10:15【需求编号】
*
* @author clam
* @version V1.0.0
*/
@Component
@EnableScheduling
@RequiredArgsConstructor
@Slf4j
public class ReportCovertJob {
private final CsLedgerFeignClient csLedgerFeignClient;
private final DicDataFeignClient dicDataFeignClient;
private final EpdFeignClient epdFeignClient;
private final GovernReportMapper reportMapper;
private final RStatDataVDService rStatDataVDService;
private final static String SERVICE_PACKAGE_PREFIX = "com.njcn.csreport.service.";
private final static String ENTITY_PACKAGE_PREFIX = "com.njcn.csreport.pojo.po.";
private final static String SERVICE_SUFFIX = "Service";
/**
* 每天同步influxdb数据到mysql
*
* @date 2024/3/5
*/
@Scheduled(cron = "0 0 1 * * ? ")
public void executeEvent() throws ClassNotFoundException {
DateTimeFormatter formatter1 = DateTimeFormatter.ISO_DATE;
// 获取当前日期
LocalDate today = LocalDate.now();
// 计算前一天的日期
LocalDate yesterday = today.minusDays(1);
// 获取前一天的开始时间（00:00:00）
LocalDateTime startOfYesterday = yesterday.atStartOfDay();
// 获取前一天的结束时间（23:59:59）
LocalDateTime endOfYesterday = yesterday.plusDays(1).atStartOfDay().minusSeconds(1);
// 定义时间格式
DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
// 格式化时间为字符串
String startTime = startOfYesterday.format(formatter);
String endTime = endOfYesterday.format(formatter);
// String startTime ="2024-07-31 00:00:00";
// String endTime ="2024-09-20 23:00:00";
List<CsLedger> data = csLedgerFeignClient.queryLine(new LineParamDTO()).getData();
List<String> lineIndex = data.stream().map(CsLedger::getId).collect(Collectors.toList());
// List<String> lineIndex = Stream.of("00B78D016AB32","00B78D016AB51").collect(Collectors.toList());
//查询电能质量数据指标
DictData pqd = dicDataFeignClient.getDicDataByCode(DicDataEnum.PQD.getCode()).getData();
List<DictData> tableNameList = dicDataFeignClient.getDicDataByTypeCode("Data_Day").getData();
Map<String, String> tableMap = tableNameList.stream().collect(Collectors.toMap(DictData::getId, DictData::getCode, (code, code2) -> code));
List<EleEpdPqdListVO> eleEpdPqdListVOList = epdFeignClient.selectAll().getData();
EleEpdPqdListVO eleEpdPqdListVO = eleEpdPqdListVOList.stream().filter(temp -> Objects.equals(temp.getDataType(), pqd.getId())).collect(Collectors.toList()).get(0);
Map<String, List<EleEpdPqd>> eleEpdMap = eleEpdPqdListVO.getEleEpdPqdVOS().stream().filter(temp -> StringUtils.isNotEmpty(temp.getOtherName())
&& StringUtils.isNotEmpty(temp.getResourcesId()))
.collect(Collectors.groupingBy(EleEpdPqd::getResourcesId));//不能全表表分组查，根据映射的
for (Map.Entry<String, List<EleEpdPqd>> entry : eleEpdMap.entrySet()) {
String k = entry.getKey();
List<EleEpdPqd> v = entry.getValue();
String tableName = tableMap.get(k);
List result = new ArrayList<>();
Class clazz = Class.forName(ENTITY_PACKAGE_PREFIX + ReportTableEnum.getEntityName(tableName));
IMppService bean = (IMppService) SpringUtil.getBean(Class.forName(SERVICE_PACKAGE_PREFIX+ReportTableEnum.getEntityName(tableName)+SERVICE_SUFFIX));
//由于epd配置表A，B，C三项对应指标一样，这里做去重处理，由于功率表功率，和三项总功率都对应P只是项别不一一样因此，M相要和,A,B,C相分开计算
Map<String, Map<String, List<EleEpdPqd>>> collect = v.stream().collect(Collectors.groupingBy(EleEpdPqd::getPhase, Collectors.groupingBy(EleEpdPqd::getName)));
collect.forEach((tempPhase,byNameMap)->{
//最小值
InfluxQueryWrapper influxQueryWrapperMin = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperMin.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "min")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
byNameMap.forEach((name, eleEpdPqdList) -> {
EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
//0-49转成1-50
if(tempEleEpdPqd.getHarmStart()==0){
tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
}
for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
influxQueryWrapperMin.min(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i);
}
} else {
influxQueryWrapperMin.min(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName());
}
});
influxQueryWrapperMin.groupBy(InfluxDBTableConstant.LINE_ID)
.groupBy(InfluxDBTableConstant.PHASIC_TYPE)
.groupBy(InfluxDBTableConstant.VALUE_TYPE)
.between(InfluxDBTableConstant.TIME, startTime, endTime);
List list1 = reportMapper.selectByQueryWrapper(influxQueryWrapperMin);
//最大值
InfluxQueryWrapper influxQueryWrapperMax = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperMax.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "max")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
byNameMap.forEach((name, eleEpdPqdList) -> {
EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
//0-49转成1-50
if(tempEleEpdPqd.getHarmStart()==0){
tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
}
for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
influxQueryWrapperMax.max(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i);
}
} else {
influxQueryWrapperMax.max(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName());
}
});
influxQueryWrapperMax.groupBy(InfluxDBTableConstant.LINE_ID)
.groupBy(InfluxDBTableConstant.PHASIC_TYPE)
.groupBy(InfluxDBTableConstant.VALUE_TYPE)
.between(InfluxDBTableConstant.TIME, startTime, endTime);
List list2 = reportMapper.selectByQueryWrapper(influxQueryWrapperMax);
//平均值
InfluxQueryWrapper influxQueryWrapperAvg = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperAvg.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "avg")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
byNameMap.forEach((name, eleEpdPqdList) -> {
EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
//0-49转成1-50
if(tempEleEpdPqd.getHarmStart()==0){
tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
}
for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
influxQueryWrapperAvg.mean(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i);
}
} else {
influxQueryWrapperAvg.mean(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName());
}
});
influxQueryWrapperAvg.groupBy(InfluxDBTableConstant.LINE_ID)
.groupBy(InfluxDBTableConstant.PHASIC_TYPE)
.groupBy(InfluxDBTableConstant.VALUE_TYPE)
.between(InfluxDBTableConstant.TIME, startTime, endTime);
List list3 = reportMapper.selectByQueryWrapper(influxQueryWrapperAvg);
//CP95
InfluxQueryWrapper influxQueryWrapperCp95 = new InfluxQueryWrapper(PqdData.class, clazz);
influxQueryWrapperCp95.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "avg")
.eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
byNameMap.forEach((name, eleEpdPqdList) -> {
EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
//0-49转成1-50
if(tempEleEpdPqd.getHarmStart()==0){
tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
}
for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
influxQueryWrapperCp95.percentile(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i, 95);
}
} else {
influxQueryWrapperCp95.percentile(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName(),95);
}
});
influxQueryWrapperCp95.groupBy(InfluxDBTableConstant.LINE_ID)
.groupBy(InfluxDBTableConstant.PHASIC_TYPE)
.groupBy(InfluxDBTableConstant.VALUE_TYPE)
.between(InfluxDBTableConstant.TIME, startTime, endTime);
List list4 = reportMapper.selectByQueryWrapper(influxQueryWrapperCp95);
//为ValueType转成cp95
list4.forEach(temp -> {
//获取
Field vauleField = null;
try {
vauleField = temp.getClass().getDeclaredField("valueType");
vauleField.setAccessible(true); //暴力访问id
vauleField.set(temp, "CP95");
} catch (NoSuchFieldException e) {
throw new RuntimeException(e);
} catch (IllegalAccessException e) {
throw new RuntimeException(e);
}
});
result.addAll(list1);
result.addAll(list2);
result.addAll(list3);
result.addAll(list4);
} );
//1.为time赋值2.映射
result.forEach(temp -> {
//获取
Field phasicTypeeField = null;
Field timeField = null;
Field vauleTypeField = null;
Field qualityFlagField = null;
try {
timeField = temp.getClass().getDeclaredField("time");
timeField.setAccessible(true);
timeField.set(temp, yesterday);
phasicTypeeField = temp.getClass().getDeclaredField("phasicType");
phasicTypeeField.setAccessible(true);
String phase = phasicTypeeField.get(temp).toString();
phasicTypeeField.set(temp, getPhase(phase));
vauleTypeField = temp.getClass().getDeclaredField("valueType");
vauleTypeField.setAccessible(true);
String valueType = vauleTypeField.get(temp).toString();
vauleTypeField.set(temp, valueType.toUpperCase());
qualityFlagField = temp.getClass().getDeclaredField("qualityFlag");
qualityFlagField.setAccessible(true);
qualityFlagField.set(temp, 0);
} catch (NoSuchFieldException e) {
throw new RuntimeException(e);
} catch (IllegalAccessException e) {
throw new RuntimeException(e);
}
});
log.info("插入数据");
//由于AB，A对应的都是A不能批量插入会爆主键冲突
result.forEach(temp->{
bean.saveOrUpdateByMultiId(temp);
});
}
}
public String getPhase( String phase) {
switch (phase) {
case "A":
return "A";
case "B":
return "B";
case "C":
return "C";
case "M":
return "T";
case "AB":
return "A";
case "BC":
return "B";
case "CA":
return "C";
default:
break;
}
return "";
}
}
//package com.njcn.csreport.job;
//
//import cn.hutool.extra.spring.SpringUtil;
//import com.github.jeffreyning.mybatisplus.service.IMppService;
//import com.njcn.common.pojo.enums.response.CommonResponseEnum;
//import com.njcn.common.utils.HarmonicTimesUtil;
//import com.njcn.common.utils.HttpResultUtil;
//import com.njcn.csdevice.api.CsLedgerFeignClient;
//import com.njcn.csdevice.pojo.dto.LineParamDTO;
//import com.njcn.csdevice.pojo.po.CsLedger;
//
//import com.njcn.csreport.enums.ReportTableEnum;
//import com.njcn.csreport.service.RStatDataVDService;
//import com.njcn.influx.constant.InfluxDbSqlConstant;
//import com.njcn.influx.imapper.CommonMapper;
//import com.njcn.influx.imapper.PqdDataMapper;
//import com.njcn.influx.imapper.day.GovernReportMapper;
//import com.njcn.influx.pojo.constant.InfluxDBTableConstant;
//import com.njcn.influx.pojo.po.DataV;
//import com.njcn.influx.pojo.po.cs.PqdData;
//import com.njcn.influx.query.InfluxQueryWrapper;
//import com.njcn.system.api.CsStatisticalSetFeignClient;
//import com.njcn.system.api.DicDataFeignClient;
//
//import com.njcn.system.api.EpdFeignClient;
//import com.njcn.system.enums.DicDataEnum;
//import com.njcn.system.pojo.po.DictData;
//import com.njcn.system.pojo.po.EleEpdPqd;
//import com.njcn.system.pojo.vo.EleEpdPqdListVO;
//import lombok.RequiredArgsConstructor;
//import lombok.extern.slf4j.Slf4j;
//import org.apache.commons.lang3.StringUtils;
//import org.springframework.scheduling.annotation.EnableScheduling;
//import org.springframework.scheduling.annotation.Scheduled;
//import org.springframework.stereotype.Component;
//
//import java.lang.reflect.Field;
//import java.time.LocalDate;
//import java.time.LocalDateTime;
//import java.time.format.DateTimeFormatter;
//import java.util.ArrayList;
//import java.util.List;
//import java.util.Map;
//import java.util.Objects;
//import java.util.stream.Collectors;
//
///**
// * Description:
// * Date: 2024/1/18 10:15【需求编号】
// *
// * @author clam
// * @version V1.0.0
// */
//@Component
//@EnableScheduling
//@RequiredArgsConstructor
//@Slf4j
//public class ReportCovertJob {
//
// private final CsLedgerFeignClient csLedgerFeignClient;
// private final DicDataFeignClient dicDataFeignClient;
// private final EpdFeignClient epdFeignClient;
// private final GovernReportMapper reportMapper;
// private final RStatDataVDService rStatDataVDService;
//
// private final static String SERVICE_PACKAGE_PREFIX = "com.njcn.csreport.service.";
// private final static String ENTITY_PACKAGE_PREFIX = "com.njcn.csreport.pojo.po.";
// private final static String SERVICE_SUFFIX = "Service";
//
//
// /**
// * 每天同步influxdb数据到mysql
// *
// * @date 2024/3/5
// */
// @Scheduled(cron = "0 0 1 * * ? ")
// public void executeEvent() throws ClassNotFoundException {
// DateTimeFormatter formatter1 = DateTimeFormatter.ISO_DATE;
// // 获取当前日期
// LocalDate today = LocalDate.now();
//
//
// // 计算前一天的日期
// LocalDate yesterday = today.minusDays(1);
// // 获取前一天的开始时间（00:00:00）
// LocalDateTime startOfYesterday = yesterday.atStartOfDay();
// // 获取前一天的结束时间（23:59:59）
// LocalDateTime endOfYesterday = yesterday.plusDays(1).atStartOfDay().minusSeconds(1);
//
// // 定义时间格式
// DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
//
// // 格式化时间为字符串
// String startTime = startOfYesterday.format(formatter);
// String endTime = endOfYesterday.format(formatter);
//// String startTime ="2024-07-31 00:00:00";
//// String endTime ="2024-09-20 23:00:00";
// List<CsLedger> data = csLedgerFeignClient.queryLine(new LineParamDTO()).getData();
// List<String> lineIndex = data.stream().map(CsLedger::getId).collect(Collectors.toList());
//// List<String> lineIndex = Stream.of("00B78D016AB32","00B78D016AB51").collect(Collectors.toList());
//
// //查询电能质量数据指标
// DictData pqd = dicDataFeignClient.getDicDataByCode(DicDataEnum.PQD.getCode()).getData();
// List<DictData> tableNameList = dicDataFeignClient.getDicDataByTypeCode("Data_Day").getData();
// Map<String, String> tableMap = tableNameList.stream().collect(Collectors.toMap(DictData::getId, DictData::getCode, (code, code2) -> code));
//
//
// List<EleEpdPqdListVO> eleEpdPqdListVOList = epdFeignClient.selectAll().getData();
// EleEpdPqdListVO eleEpdPqdListVO = eleEpdPqdListVOList.stream().filter(temp -> Objects.equals(temp.getDataType(), pqd.getId())).collect(Collectors.toList()).get(0);
//
//
// Map<String, List<EleEpdPqd>> eleEpdMap = eleEpdPqdListVO.getEleEpdPqdVOS().stream().filter(temp -> StringUtils.isNotEmpty(temp.getOtherName())
// && StringUtils.isNotEmpty(temp.getResourcesId()))
// .collect(Collectors.groupingBy(EleEpdPqd::getResourcesId));//不能全表表分组查，根据映射的
//
// for (Map.Entry<String, List<EleEpdPqd>> entry : eleEpdMap.entrySet()) {
// String k = entry.getKey();
// List<EleEpdPqd> v = entry.getValue();
// String tableName = tableMap.get(k);
// List result = new ArrayList<>();
// Class clazz = Class.forName(ENTITY_PACKAGE_PREFIX + ReportTableEnum.getEntityName(tableName));
// IMppService bean = (IMppService) SpringUtil.getBean(Class.forName(SERVICE_PACKAGE_PREFIX+ReportTableEnum.getEntityName(tableName)+SERVICE_SUFFIX));
//
// //由于epd配置表A，B，C三项对应指标一样，这里做去重处理，由于功率表功率，和三项总功率都对应P只是项别不一一样因此，M相要和,A,B,C相分开计算
// Map<String, Map<String, List<EleEpdPqd>>> collect = v.stream().collect(Collectors.groupingBy(EleEpdPqd::getPhase, Collectors.groupingBy(EleEpdPqd::getName)));
//
// collect.forEach((tempPhase,byNameMap)->{
// //最小值
// InfluxQueryWrapper influxQueryWrapperMin = new InfluxQueryWrapper(PqdData.class, clazz);
// influxQueryWrapperMin.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "min")
// .eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
//// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
//
//
// byNameMap.forEach((name, eleEpdPqdList) -> {
// EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
// if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
// //0-49转成1-50
// if(tempEleEpdPqd.getHarmStart()==0){
// tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
// tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
// }
// for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
// influxQueryWrapperMin.min(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i);
// }
// } else {
// influxQueryWrapperMin.min(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName());
// }
//
// });
//
// influxQueryWrapperMin.groupBy(InfluxDBTableConstant.LINE_ID)
// .groupBy(InfluxDBTableConstant.PHASIC_TYPE)
// .groupBy(InfluxDBTableConstant.VALUE_TYPE)
// .between(InfluxDBTableConstant.TIME, startTime, endTime);
// List list1 = reportMapper.selectByQueryWrapper(influxQueryWrapperMin);
//
//
// //最大值
// InfluxQueryWrapper influxQueryWrapperMax = new InfluxQueryWrapper(PqdData.class, clazz);
// influxQueryWrapperMax.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "max")
// .eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
//// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
//
//
// byNameMap.forEach((name, eleEpdPqdList) -> {
// EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
// if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
// //0-49转成1-50
// if(tempEleEpdPqd.getHarmStart()==0){
// tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
// tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
// }
// for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
// influxQueryWrapperMax.max(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i);
// }
// } else {
// influxQueryWrapperMax.max(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName());
// }
//
// });
//
// influxQueryWrapperMax.groupBy(InfluxDBTableConstant.LINE_ID)
// .groupBy(InfluxDBTableConstant.PHASIC_TYPE)
// .groupBy(InfluxDBTableConstant.VALUE_TYPE)
// .between(InfluxDBTableConstant.TIME, startTime, endTime);
// List list2 = reportMapper.selectByQueryWrapper(influxQueryWrapperMax);
//
// //平均值
// InfluxQueryWrapper influxQueryWrapperAvg = new InfluxQueryWrapper(PqdData.class, clazz);
// influxQueryWrapperAvg.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "avg")
// .eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
//// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
//
// byNameMap.forEach((name, eleEpdPqdList) -> {
// EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
// if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
// //0-49转成1-50
// if(tempEleEpdPqd.getHarmStart()==0){
// tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
// tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
// }
// for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
// influxQueryWrapperAvg.mean(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i);
// }
// } else {
// influxQueryWrapperAvg.mean(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName());
// }
//
// });
//
// influxQueryWrapperAvg.groupBy(InfluxDBTableConstant.LINE_ID)
// .groupBy(InfluxDBTableConstant.PHASIC_TYPE)
// .groupBy(InfluxDBTableConstant.VALUE_TYPE)
// .between(InfluxDBTableConstant.TIME, startTime, endTime);
// List list3 = reportMapper.selectByQueryWrapper(influxQueryWrapperAvg);
//
//
// //CP95
// InfluxQueryWrapper influxQueryWrapperCp95 = new InfluxQueryWrapper(PqdData.class, clazz);
// influxQueryWrapperCp95.regular(PqdData::getLineId, lineIndex).eq(InfluxDBTableConstant.VALUE_TYPE, "avg")
// .eq(InfluxDBTableConstant.PHASIC_TYPE,tempPhase);
//// .eq(InfluxDBTableConstant.IS_ABNORMAL, 0);
//
// byNameMap.forEach((name, eleEpdPqdList) -> {
// EleEpdPqd tempEleEpdPqd = eleEpdPqdList.get(0);
// if (Objects.nonNull(tempEleEpdPqd.getHarmStart()) && Objects.nonNull(tempEleEpdPqd.getHarmEnd())) {
// //0-49转成1-50
// if(tempEleEpdPqd.getHarmStart()==0){
// tempEleEpdPqd.setHarmStart(tempEleEpdPqd.getHarmStart()+1);
// tempEleEpdPqd.setHarmEnd(tempEleEpdPqd.getHarmEnd()+1);
// }
// for (int i = tempEleEpdPqd.getHarmStart(); i < tempEleEpdPqd.getHarmEnd() + 1; i++) {
// influxQueryWrapperCp95.percentile(tempEleEpdPqd.getName() + "_" + i, tempEleEpdPqd.getOtherName() + "_" + i, 95);
// }
// } else {
// influxQueryWrapperCp95.percentile(tempEleEpdPqd.getName(), tempEleEpdPqd.getOtherName(),95);
// }
//
// });
//
// influxQueryWrapperCp95.groupBy(InfluxDBTableConstant.LINE_ID)
// .groupBy(InfluxDBTableConstant.PHASIC_TYPE)
// .groupBy(InfluxDBTableConstant.VALUE_TYPE)
// .between(InfluxDBTableConstant.TIME, startTime, endTime);
// List list4 = reportMapper.selectByQueryWrapper(influxQueryWrapperCp95);
// //为ValueType转成cp95
// list4.forEach(temp -> {
// //获取
// Field vauleField = null;
// try {
// vauleField = temp.getClass().getDeclaredField("valueType");
//
// vauleField.setAccessible(true); //暴力访问id
// vauleField.set(temp, "CP95");
//
// } catch (NoSuchFieldException e) {
// throw new RuntimeException(e);
// } catch (IllegalAccessException e) {
// throw new RuntimeException(e);
// }
//
//
// });
//
//
// result.addAll(list1);
// result.addAll(list2);
// result.addAll(list3);
// result.addAll(list4);
//
//
// } );
// //1.为time赋值2.映射
// result.forEach(temp -> {
// //获取
// Field phasicTypeeField = null;
// Field timeField = null;
// Field vauleTypeField = null;
// Field qualityFlagField = null;
//
// try {
//
// timeField = temp.getClass().getDeclaredField("time");
//
// timeField.setAccessible(true);
// timeField.set(temp, yesterday);
// phasicTypeeField = temp.getClass().getDeclaredField("phasicType");
// phasicTypeeField.setAccessible(true);
// String phase = phasicTypeeField.get(temp).toString();
// phasicTypeeField.set(temp, getPhase(phase));
//
//
// vauleTypeField = temp.getClass().getDeclaredField("valueType");
// vauleTypeField.setAccessible(true);
// String valueType = vauleTypeField.get(temp).toString();
// vauleTypeField.set(temp, valueType.toUpperCase());
//
// qualityFlagField = temp.getClass().getDeclaredField("qualityFlag");
//
// qualityFlagField.setAccessible(true);
// qualityFlagField.set(temp, 0);
//
// } catch (NoSuchFieldException e) {
// throw new RuntimeException(e);
// } catch (IllegalAccessException e) {
// throw new RuntimeException(e);
// }
//
//
// });
// log.info("插入数据");
// //由于AB，A对应的都是A不能批量插入会爆主键冲突
// result.forEach(temp->{
// bean.saveOrUpdateByMultiId(temp);
// });
//
//
// }
//
//
// }
//
// public String getPhase( String phase) {
//
// switch (phase) {
// case "A":
// return "A";
// case "B":
// return "B";
// case "C":
// return "C";
// case "M":
// return "T";
// case "AB":
// return "A";
// case "BC":
// return "B";
// case "CA":
// return "C";
// default:
// break;
// }
// return "";
// }
//
//
//}