|  |  | 
 |  |  | package com.moral.api.service.impl; | 
 |  |  |  | 
 |  |  | import com.alibaba.fastjson.JSON; | 
 |  |  | import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; | 
 |  |  | import com.moral.api.entity.*; | 
 |  |  | import com.moral.api.mapper.DeviceMapper; | 
 |  |  | import com.moral.api.mapper.HistoryMonthlyMapper; | 
 |  |  | import com.moral.api.pojo.dto.dataDisplay.MonitorPointDataDisplayDTO; | 
 |  |  | import com.moral.api.pojo.dto.dataDisplay.SensorComparisonDisplayDTO; | 
 |  |  | import com.moral.api.pojo.form.dataDisplay.MonitorPointDataDisplayForm; | 
 |  |  | import com.moral.api.pojo.form.dataDisplay.SensorComparisonDisplayForm; | 
 |  |  | import com.moral.api.service.*; | 
 |  |  | import com.moral.constant.Constants; | 
 |  |  | import com.moral.pojo.AQI; | 
 |  |  | import com.moral.util.*; | 
 |  |  | import org.springframework.beans.factory.annotation.Autowired; | 
 |  |  | import org.springframework.stereotype.Service; | 
 |  |  | import org.springframework.util.ObjectUtils; | 
 |  |  |  | 
 |  |  | import java.util.*; | 
 |  |  |  | 
 |  |  | import static com.moral.util.DateUtils.dateToDateString; | 
 |  |  |  | 
 |  |  | /** | 
 |  |  |  * @ClassName DataDisplayServiceImpl | 
 |  |  | 
 |  |  |     @Autowired | 
 |  |  |     HistoryHourlyService historyHourlyService; | 
 |  |  |     @Autowired | 
 |  |  |     HistoryMonthlyMapper historyMonthlyMapper; | 
 |  |  |     @Autowired | 
 |  |  |     HistoryWeeklyService historyWeeklyService; | 
 |  |  |     @Autowired | 
 |  |  |     HistoryMonthlyService historyMonthlyService; | 
 |  |  |  | 
 |  |  |     @Autowired | 
 |  |  |     DeviceMapper deviceMapper; | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public List<MonitorPointDataDisplayDTO> getMonitorPointDisplayData(MonitorPointDataDisplayForm form) { | 
 |  |  |         //取参 | 
 |  |  |         Integer monitorPointId = form.getMonitorPointId(); | 
 |  |  | //        Integer monitorPointId = form.getMacs(); | 
 |  |  |         List<String> macs = form.getMacs(); | 
 |  |  |         String reportType = form.getReportType(); | 
 |  |  |         Date startTime = form.getStartTime(); | 
 |  |  |         Date endTime = form.getEndTime(); | 
 |  |  |         //根据站点id获取站点下所有的设备 | 
 |  |  |         List<Device> devices = deviceService.getDevicesByMonitorPointId(monitorPointId); | 
 |  |  | //        List<Device> devices = deviceService.getDevicesByMonitorPointId(monitorPointId); | 
 |  |  |         QueryWrapper<Device> deviceQueryWrapper = new QueryWrapper<>(); | 
 |  |  |         deviceQueryWrapper.eq("is_delete",Constants.NOT_DELETE); | 
 |  |  |         deviceQueryWrapper.in("mac", macs); | 
 |  |  |         List<Device> devices = deviceMapper.selectList(deviceQueryWrapper); | 
 |  |  |         Map<String, Device> deviceMap = new HashMap<>(); | 
 |  |  |         List<String> macs = new ArrayList<>(); | 
 |  |  | //        List<String> ListMacs = new ArrayList<>(); | 
 |  |  |         devices.forEach(value -> { | 
 |  |  |             macs.add(value.getMac()); | 
 |  |  | //            ListMacs.add(value.getMac()); | 
 |  |  |             deviceMap.put(value.getMac(), value); | 
 |  |  |         }); | 
 |  |  |         List<MonitorPointDataDisplayDTO> dtos = new ArrayList<>(); | 
 |  |  | 
 |  |  |         } | 
 |  |  |         //处理小时报表请求,默认取上一个小时的值 | 
 |  |  |         else if (reportType.equals(Constants.HOURLY_REPORT)) { | 
 |  |  |             Map<String, HistoryHourly> macDataMap = new HashMap<>(); | 
 |  |  |             Map<String, List<HistoryHourly>> macDataMap = new HashMap<>(); | 
 |  |  |             //获取数据 | 
 |  |  |             macs.forEach(value -> { | 
 |  |  |                 List<HistoryHourly> datas = historyHourlyService.getValueByMacAndTime(value, startTime, startTime); | 
 |  |  |                 List<HistoryHourly> datas = historyHourlyService.getValueByMacAndTime(value, startTime, endTime); | 
 |  |  |                 if (datas.size() != 0) | 
 |  |  |                     macDataMap.put(value, datas.get(0)); | 
 |  |  |                     macDataMap.put(value,datas); | 
 |  |  |             }); | 
 |  |  |             if (macDataMap.size() != 0) | 
 |  |  |                 dtos = calculateReportData(macDataMap, deviceMap, startTime); | 
 |  |  |                 dtos = calculateReportData(macDataMap, deviceMap, reportType, startTime); | 
 |  |  |         } | 
 |  |  |         //处理日报请求,默认获取昨天的值 | 
 |  |  |         else if (reportType.equals(Constants.DAILY_REPORT)) { | 
 |  |  |             Map<String, List<HistoryDaily>> macDataMap = new HashMap<>(); | 
 |  |  |             //获取数据 | 
 |  |  |             Map<String, HistoryDaily> macDataMap = historyDailyService.getHistoryDailyByMacsAndDate(macs, startTime); | 
 |  |  |             macs.forEach(value -> { | 
 |  |  |                 List<HistoryDaily> datas = historyDailyService.getHistoryDailyByMacAndTimeSlot(value, startTime, endTime); | 
 |  |  |                 if (datas.size() != 0) | 
 |  |  |                     macDataMap.put(value,datas); | 
 |  |  |             }); | 
 |  |  |  | 
 |  |  |             if (macDataMap.size() != 0) | 
 |  |  |                 dtos = calculateReportData(macDataMap, deviceMap, startTime); | 
 |  |  |                 dtos = calculateReportData(macDataMap, deviceMap, reportType, startTime); | 
 |  |  |         } | 
 |  |  |         //处理周报请求,默认获取上周的值 | 
 |  |  |         else if (reportType.equals(Constants.WEEKLY_REPORT)) { | 
 |  |  |             //获取数据 | 
 |  |  |             Map<String, HistoryWeekly> macDataMap = historyWeeklyService.getHistoryWeeklyByMacsAndDate(macs, startTime); | 
 |  |  |             if (macDataMap.size() != 0) | 
 |  |  |                 dtos = calculateReportData(macDataMap, deviceMap, startTime, endTime); | 
 |  |  |                 dtos = calculateReportData(macDataMap, deviceMap, reportType, startTime, endTime); | 
 |  |  |         } | 
 |  |  |         //处理月报请求 | 
 |  |  |         else if (reportType.equals(Constants.MONTHLY_REPORT)) { | 
 |  |  |             //月报需要获取一个月每天的数据用来算综合指数,其他数据从月表中取出 | 
 |  |  |             Map<String, List<HistoryDaily>> macDataDailyMap = new HashMap<>(); | 
 |  |  |             Map<String, HistoryMonthly> macDataMonthlyMap = historyMonthlyService.getHistoryMonthlyByMacsAndDate(macs, startTime); | 
 |  |  |             Map<String, List<HistoryMonthly>> macDataMonthlyMap = new HashMap<>(); | 
 |  |  |             macs.forEach(mac -> { | 
 |  |  |                 QueryWrapper<HistoryMonthly> wrapper = new QueryWrapper<>(); | 
 |  |  |                 wrapper.eq("mac",mac); | 
 |  |  |                 wrapper.between("time",startTime,endTime); | 
 |  |  |                 List<HistoryMonthly> monthlyList = historyMonthlyMapper.selectList(wrapper); | 
 |  |  |                 if (!ObjectUtils.isEmpty(monthlyList)) | 
 |  |  |                     macDataMonthlyMap.put(mac, monthlyList); | 
 |  |  |             }); | 
 |  |  |             macs.forEach(mac -> { | 
 |  |  |                 List<HistoryDaily> dailyDatas = historyDailyService.getHistoryDailyByMacAndTimeSlot(mac, startTime, endTime); | 
 |  |  |                 if (!ObjectUtils.isEmpty(dailyDatas)) | 
 |  |  |                     macDataDailyMap.put(mac, dailyDatas); | 
 |  |  |             }); | 
 |  |  |             if (macDataMonthlyMap.size() != 0) | 
 |  |  |                 dtos = calculateReportData(macDataMonthlyMap, deviceMap, startTime); | 
 |  |  |                 dtos = calculateReportData(macDataMonthlyMap, deviceMap, reportType, startTime); | 
 |  |  |             //注入综合指数 | 
 |  |  |             injectComprehensiveIndex(dtos, macDataDailyMap); | 
 |  |  |         } | 
 |  |  | 
 |  |  |             dto.setSensorCode(sensor); | 
 |  |  |             timeValueMap.forEach((time, valueJson) -> { | 
 |  |  |                 Map<String, Object> listMap = new HashMap<>(); | 
 |  |  |                 //如果对应时间没有数据 | 
 |  |  |                 //如果对应时间没有数据,则放入空 | 
 |  |  |                 if (valueJson == null) { | 
 |  |  |                     listMap.put("time", time); | 
 |  |  |                     listMap.put("value", ""); | 
 |  |  | 
 |  |  |                 } | 
 |  |  |                 Map<String, Object> valueMap = JSON.parseObject(valueJson, Map.class); | 
 |  |  |                 Object sensorValueObject = valueMap.get(sensor); | 
 |  |  |                 //如果数据中没有该因子,则放入null | 
 |  |  |                 //如果数据中没有该因子,则放入空 | 
 |  |  |                 if (sensorValueObject == null) { | 
 |  |  |                     listMap.put("time", time); | 
 |  |  |                     listMap.put("value", ""); | 
 |  |  | 
 |  |  |                 } | 
 |  |  |                 //如果是小时数据需要判断标记位 | 
 |  |  |                 if (reportType.equals(Constants.DAILY_REPORT)) { | 
 |  |  |                     //如果标记位不为N,则放入空 | 
 |  |  |                     if (!Constants.NORMAL_FLAG.equals(valueMap.get(sensor + "-Flag"))) { | 
 |  |  |                         listMap.put("time", time); | 
 |  |  |                         listMap.put("value", ""); | 
 |  |  | 
 |  |  |         return dtos; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public List<SensorComparisonDisplayDTO> getSensorComparisonDisplayDataV2(Map<String, Object> params) { | 
 |  |  |         //取参 | 
 |  |  |         List<String> sensors = (List<String>) params.get("sensorCodes"); | 
 |  |  |         /*Date startDate = form.getStartDate(); | 
 |  |  |         Date endDate = form.getEndDate();*/ | 
 |  |  |         //所选时间 | 
 |  |  |         List<String> times = (List<String>) params.get("times"); | 
 |  |  |         String startTime = times.get(0); | 
 |  |  |         String endTime = times.get(1); | 
 |  |  |         String mac = params.get("mac").toString(); | 
 |  |  |         String reportType = params.get("reportType").toString(); | 
 |  |  |         Map<String, String> timeValueMap = new LinkedHashMap<>();//key为time,value为数据的json | 
 |  |  |         //处理月数据 | 
 |  |  |         if (reportType.equals(Constants.MONTHLY_REPORT)) { | 
 |  |  |             Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_EN); | 
 |  |  |             Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_EN); | 
 |  |  |             //List<HistoryHourly> hourlies = historyHourlyService.getValueByMacAndTime(mac, startDate, endDate); | 
 |  |  |             QueryWrapper<HistoryMonthly> historyMonthlyQueryWrapper = new QueryWrapper<>(); | 
 |  |  |             historyMonthlyQueryWrapper.eq("mac",mac); | 
 |  |  |             historyMonthlyQueryWrapper.between("time",startTime.substring(0,7)+"-01 00:00:00",endTime.substring(0,7)+"-01 00:00:00"); | 
 |  |  |             List<HistoryMonthly> monthlies = historyMonthlyMapper.selectList(historyMonthlyQueryWrapper); | 
 |  |  |             for (HistoryMonthly historyMonthly : monthlies) { | 
 |  |  |                 Date time = historyMonthly.getTime(); | 
 |  |  |                 String dateStr = DateUtils.dateToDateString(time, "yyyy-MM"); | 
 |  |  |                 String value = historyMonthly.getValue(); | 
 |  |  |                 timeValueMap.put(dateStr, value); | 
 |  |  |             } | 
 |  |  |             //补上无数据时间 | 
 |  |  |             Date middleDate = startDate; | 
 |  |  |             while (DateUtils.compareDateStr(DateUtils.dateToDateString(endDate,DateUtils.yyyy_MM_EN),DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN),DateUtils.yyyy_MM_EN)<=0){ | 
 |  |  |                 if (timeValueMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN)) == null) | 
 |  |  |                     timeValueMap.put(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN), null); | 
 |  |  |                 middleDate = DateUtils.addMonths(middleDate,1); | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |         //处理小时数据 | 
 |  |  |         else if (reportType.equals(Constants.HOURLY_REPORT)) { | 
 |  |  |             Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN); | 
 |  |  |             Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_EN); | 
 |  |  |             List<HistoryHourly> hourlies = historyHourlyService.getValueByMacAndTime(mac, startDate, endDate); | 
 |  |  |             for (HistoryHourly historyHourly : hourlies) { | 
 |  |  |                 Date time = historyHourly.getTime(); | 
 |  |  |                 String dateStr = DateUtils.dateToDateString(time, "yyyy-MM-dd HH"); | 
 |  |  |                 String value = historyHourly.getValue(); | 
 |  |  |                 timeValueMap.put(dateStr, value); | 
 |  |  |             } | 
 |  |  |             //补上无数据时间 | 
 |  |  |             Date middleDate = startDate; | 
 |  |  |             while (DateUtils.compareDateStr(DateUtils.dateToDateString(endDate,DateUtils.yyyy_MM_dd_HH_EN),DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN),DateUtils.yyyy_MM_dd_HH_EN)<=0){ | 
 |  |  |                 if (timeValueMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN)) == null) | 
 |  |  |                     timeValueMap.put(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN), null); | 
 |  |  |                 middleDate = DateUtils.addHours(middleDate,1); | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |         //处理日数据 | 
 |  |  |         else if (reportType.equals(Constants.DAILY_REPORT)) { | 
 |  |  |             Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_EN); | 
 |  |  |             Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_EN); | 
 |  |  |             List<HistoryDaily> dailies = historyDailyService.getHistoryDailyByMacAndTimeSlot(mac, startDate, endDate); | 
 |  |  |             for (HistoryDaily historyDaily : dailies) { | 
 |  |  |                 Date time = historyDaily.getTime(); | 
 |  |  |                 String dateStr = DateUtils.dateToDateString(time, "yyyy-MM-dd"); | 
 |  |  |                 String value = historyDaily.getValue(); | 
 |  |  |                 timeValueMap.put(String.valueOf(dateStr), value); | 
 |  |  |             } | 
 |  |  |             //补上无数据时间 | 
 |  |  |             Date middleDate = startDate; | 
 |  |  |             while (DateUtils.compareDateStr(DateUtils.dateToDateString(endDate,DateUtils.yyyy_MM_dd_EN),DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN),DateUtils.yyyy_MM_dd_EN)<=0){ | 
 |  |  |                 if (timeValueMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN)) == null) | 
 |  |  |                     timeValueMap.put(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN), null); | 
 |  |  |                 middleDate = DateUtils.addDays(middleDate,1); | 
 |  |  |             } | 
 |  |  |         } else | 
 |  |  |             return null; | 
 |  |  |         //时间排序 | 
 |  |  |         //timeValueMap = sortMapByTime(timeValueMap, reportType); | 
 |  |  |         //封装返回数据 | 
 |  |  |         List<SensorComparisonDisplayDTO> dtos = new ArrayList<>(); | 
 |  |  |         for (String sensor : sensors) { | 
 |  |  |             SensorComparisonDisplayDTO dto = new SensorComparisonDisplayDTO(); | 
 |  |  |             List<Map<String, Object>> dtoTimeValueList = new ArrayList<>(); | 
 |  |  |             if(sensor.equals("a00e12") || sensor.equals("a00e03")){ | 
 |  |  |                 dto.setCode("1"); | 
 |  |  |             }else if (sensor.equals("a01006")){ | 
 |  |  |                 dto.setCode("2"); | 
 |  |  |             }else if (sensor.equals("a99054") || sensor.equals("a21005")){ | 
 |  |  |                 dto.setCode("3"); | 
 |  |  |             }else { | 
 |  |  |                 dto.setCode("0"); | 
 |  |  |             } | 
 |  |  |             dto.setSensorCode(sensor); | 
 |  |  |             timeValueMap.forEach((time, valueJson) -> { | 
 |  |  |                 Map<String, Object> listMap = new HashMap<>(); | 
 |  |  |                 //如果对应时间没有数据,则放入空 | 
 |  |  |                 if (valueJson == null) { | 
 |  |  |                     listMap.put("time", time); | 
 |  |  |                     listMap.put("value", ""); | 
 |  |  |                     dtoTimeValueList.add(listMap); | 
 |  |  |                     return; | 
 |  |  |                 } | 
 |  |  |                 Map<String, Object> valueMap = JSON.parseObject(valueJson, Map.class); | 
 |  |  |                 Object sensorValueObject = valueMap.get(sensor); | 
 |  |  |                 //如果数据中没有该因子,则放入空 | 
 |  |  |                 if (sensorValueObject == null) { | 
 |  |  |                     listMap.put("time", time); | 
 |  |  |                     listMap.put("value", ""); | 
 |  |  |                     dtoTimeValueList.add(listMap); | 
 |  |  |                     return; | 
 |  |  |                 } | 
 |  |  |                 //如果是小时数据需要判断标记位 | 
 |  |  |                 if (reportType.equals(Constants.HOURLY_REPORT)) { | 
 |  |  |                     //如果标记位不为N,则放入空 | 
 |  |  |                     if (!Constants.NORMAL_FLAG.equals(valueMap.get(sensor + "-Flag"))) { | 
 |  |  |                         listMap.put("time", time); | 
 |  |  |                         listMap.put("value", ""); | 
 |  |  |                         dtoTimeValueList.add(listMap); | 
 |  |  |                         return; | 
 |  |  |                     } | 
 |  |  |                 } | 
 |  |  |                 //取出数据 | 
 |  |  |                 Double sensorValue = Double.parseDouble(sensorValueObject.toString()); | 
 |  |  |                 //封装数据 | 
 |  |  |                 listMap.put("time", time); | 
 |  |  |                 listMap.put("value", sensorValue); | 
 |  |  |                 dtoTimeValueList.add(listMap); | 
 |  |  |             }); | 
 |  |  |             Collections.sort(dtoTimeValueList, new Comparator<Map<String, Object>>() { | 
 |  |  |                 public int compare(Map<String, Object> o1, Map<String, Object> o2) { | 
 |  |  |                     String id1 = (String) o1.get("time"); | 
 |  |  |                     String id2 = (String) o2.get("time"); | 
 |  |  |                     return id1.compareTo(id2); | 
 |  |  |                 } | 
 |  |  |  | 
 |  |  |             }); | 
 |  |  |             dto.setTimeValueList(dtoTimeValueList); | 
 |  |  |             dtos.add(dto); | 
 |  |  |         } | 
 |  |  |         return dtos; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     /** | 
 |  |  |      * @Description: 根据时间进行排序 | 
 |  |  |      * @Param: [timeValueMap, reportType] | 
 |  |  |      * @return: java.util.Map<java.lang.String               ,               java.lang.String> | 
 |  |  |      * @Author: 陈凯裕 | 
 |  |  |      * @Date: 2021/11/3 | 
 |  |  |      */ | 
 |  |  |     private Map<String, String> sortMapByTime(Map<String, String> timeValueMap, String reportType) { | 
 |  |  |         List<Map.Entry<String, String>> entries = new ArrayList(timeValueMap.entrySet()); | 
 |  |  |         Collections.sort(entries, new Comparator<Map.Entry<String, String>>() { | 
 |  |  | 
 |  |  |             String endTime = DateUtils.dateToDateString(endDate, "yyyy-MM-dd"); | 
 |  |  |             String time = startTime + " - " + endTime; | 
 |  |  |             //计算数据个数 | 
 |  |  |             Double AQINum = 0d; | 
 |  |  |             Double PM25Num = 0d; | 
 |  |  |             Double PM10Num = 0d; | 
 |  |  |             Double SO2Num = 0d; | 
 |  |  | 
 |  |  |             Double CONum = 0d; | 
 |  |  |             Double O3Num = 0d; | 
 |  |  |             Double TVOCNum = 0d; | 
 |  |  |             //计算AQI,PM2.5,PM10,SO2,NO2,CO,O3,TVOC总值, | 
 |  |  |             Double AQISum = 0d; | 
 |  |  |             //计算PM2.5,PM10,SO2,NO2,CO,O3,TVOC总值, | 
 |  |  |             Double PM25Sum = 0d; | 
 |  |  |             Double PM10Sum = 0d; | 
 |  |  |             Double SO2Sum = 0d; | 
 |  |  | 
 |  |  |                     TVOCSum = MathUtils.add(TVOCSum, Double.valueOf(TVOC.toString())); | 
 |  |  |                     TVOCNum++; | 
 |  |  |                 } | 
 |  |  |                 //加AQI | 
 |  |  |                 int aqi = AQIUtils.hourlyAqi(valueMap); | 
 |  |  |                 if (aqi != 0) { | 
 |  |  |                     AQISum += Double.valueOf(aqi); | 
 |  |  |                     AQINum++; | 
 |  |  |                 } | 
 |  |  |             } | 
 |  |  |             //计算aqi均值 | 
 |  |  |             if (AQINum != 0d) { | 
 |  |  |                 Double AQID = AmendUtils.sciCal(AQISum / AQINum, 0); | 
 |  |  |                 int AQIAvg = new Double(AQID).intValue(); | 
 |  |  |                 dto.setAQI(AQIAvg); | 
 |  |  |             } | 
 |  |  |             //计算PM2.5均值 | 
 |  |  |             if (PM25Num != 0d) { | 
 |  |  | 
 |  |  |                 Double TVOCAvg = AmendUtils.sciCal(TVOCSum / TVOCNum, 2); | 
 |  |  |                 dto.setA99054(TVOCAvg); | 
 |  |  |             } | 
 |  |  |             //计算AQI | 
 |  |  |             Map<String,Object> sixParamMap = new HashMap<>(); | 
 |  |  |             sixParamMap.put("a05024",dto.getA05024()); | 
 |  |  |             sixParamMap.put("a21004",dto.getA21004()); | 
 |  |  |             sixParamMap.put("a21005",dto.getA21005()); | 
 |  |  |             sixParamMap.put("a34002",dto.getA34002()); | 
 |  |  |             sixParamMap.put("a34004",dto.getA34004()); | 
 |  |  |             sixParamMap.put("a21026",dto.getA21026()); | 
 |  |  |             AQI aqi = AQIUtils.dailyAQI(sixParamMap); | 
 |  |  |             dto.setAQI(aqi.getAQIValue()); | 
 |  |  |             dto.setDeviceName(deviceName); | 
 |  |  |             dto.setTime(time); | 
 |  |  |             dtos.add(dto); | 
 |  |  | 
 |  |  |      * @Author: 陈凯裕 | 
 |  |  |      * @Date: 2021/9/28 | 
 |  |  |      */ | 
 |  |  |     private <T> List<MonitorPointDataDisplayDTO> calculateReportData(Map<String, T> macDataMap, Map<String, Device> deviceMap, Date... date) { | 
 |  |  |     private <T> List<MonitorPointDataDisplayDTO> calculateReportData(Map<String, T> macDataMap, Map<String, Device> deviceMap, String reportType, Date... date) { | 
 |  |  |         List<MonitorPointDataDisplayDTO> dtos = new ArrayList<>(); | 
 |  |  |         macDataMap.forEach((key, valueObject) -> { | 
 |  |  |             MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO(); | 
 |  |  |             dto.setMac(key); | 
 |  |  |             //数据的map | 
 |  |  |             Map<String, Object> valueMap; | 
 |  |  |             //获取对象的value属性值 | 
 |  |  |             Object valueO = ClassUtils.getPropertyValue(valueObject, "value"); | 
 |  |  |             if (valueO == null) | 
 |  |  |                 return; | 
 |  |  |             String value = (String) valueO; | 
 |  |  |             valueMap = JSON.parseObject(value, Map.class); | 
 |  |  |         Set<String> strings = macDataMap.keySet(); | 
 |  |  |         for (String key : strings) { | 
 |  |  |             if (reportType.equals("0")){ | 
 |  |  |                 List<HistoryHourly> t = (List<HistoryHourly>)macDataMap.get(key); | 
 |  |  |                 for (HistoryHourly historyHourly : t) { | 
 |  |  |                     MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO(); | 
 |  |  |                     String value = historyHourly.getValue(); | 
 |  |  |                     Map map = JSON.parseObject(value, Map.class); | 
 |  |  |                     String time = DateUtils.dateToDateString(historyHourly.getTime(), "yyyy-MM-dd HH:00:00"); | 
 |  |  |                     injectDataToDto(map, false, dto, reportType); | 
 |  |  |                     dto.setTime(time); | 
 |  |  |                     dto.setMac(key); | 
 |  |  |                     dto.setDeviceName(deviceMap.get(key).getName()); | 
 |  |  |                     dtos.add(dto); | 
 |  |  |                 } | 
 |  |  |             } | 
 |  |  |             if (reportType.equals("1")){ | 
 |  |  |                 List<HistoryDaily> t = (List<HistoryDaily>)macDataMap.get(key); | 
 |  |  |                 for (HistoryDaily historyDaily : t) { | 
 |  |  |                     MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO(); | 
 |  |  |                     String value = historyDaily.getValue(); | 
 |  |  |                     Map map = JSON.parseObject(value, Map.class); | 
 |  |  |                     String time = DateUtils.dateToDateString(historyDaily.getTime(), "yyyy-MM-dd"); | 
 |  |  |                     injectDataToDto(map, false, dto, reportType); | 
 |  |  |                     dto.setTime(time); | 
 |  |  |                     dto.setMac(key); | 
 |  |  |                     dto.setDeviceName(deviceMap.get(key).getName()); | 
 |  |  |                     dtos.add(dto); | 
 |  |  |                 } | 
 |  |  |  | 
 |  |  |             } | 
 |  |  |             if (reportType.equals("2")){ | 
 |  |  |                 HistoryWeekly historyWeekly = (HistoryWeekly)macDataMap.get(key); | 
 |  |  |                     MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO(); | 
 |  |  |                     String value = historyWeekly.getValue(); | 
 |  |  |                     Map map = JSON.parseObject(value, Map.class); | 
 |  |  |                     String time = DateUtils.dateToDateString(historyWeekly.getTime(), "yyyy-MM-dd"); | 
 |  |  |                     injectDataToDto(map, false, dto, reportType); | 
 |  |  |                     dto.setTime(time); | 
 |  |  |                     dto.setMac(key); | 
 |  |  |                     dto.setDeviceName(deviceMap.get(key).getName()); | 
 |  |  |                     dtos.add(dto); | 
 |  |  |  | 
 |  |  |             } | 
 |  |  |             if (reportType.equals("3")){ | 
 |  |  |                 List<HistoryMonthly> t = (List<HistoryMonthly>)macDataMap.get(key); | 
 |  |  |                 for (HistoryMonthly historyMonthly : t) { | 
 |  |  |                     MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO(); | 
 |  |  |                     String value = historyMonthly.getValue(); | 
 |  |  |                     Map map = JSON.parseObject(value, Map.class); | 
 |  |  |                     String time = DateUtils.dateToDateString(historyMonthly.getTime(), "yyyy-MM"); | 
 |  |  |                     injectDataToDto(map, false, dto, reportType); | 
 |  |  |                     dto.setTime(time); | 
 |  |  |                     dto.setMac(key); | 
 |  |  |                     dto.setDeviceName(deviceMap.get(key).getName()); | 
 |  |  |                     dtos.add(dto); | 
 |  |  |                 } | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |  | 
 |  |  | //        macDataMap.forEach((key, valueObject) -> { | 
 |  |  | //            MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO(); | 
 |  |  | //            dto.setMac(key); | 
 |  |  | //            //数据的map | 
 |  |  | //            Map<String, Object> valueMap; | 
 |  |  | //            List<Map<String, Object>> list; | 
 |  |  | //            //获取对象的value属性值 | 
 |  |  | //            Object valueO = ClassUtils.getPropertyValue(valueObject, "value"); | 
 |  |  | //            if (valueO == null) | 
 |  |  | //                return; | 
 |  |  | //            String value = (String) valueO; | 
 |  |  | //            list = JSON.parseObject(value, List.class); | 
 |  |  | //            for (Map<String, Object> map : list) { | 
 |  |  | //                String o = map.get("value").toString(); | 
 |  |  | //                valueMap = JSON.parseObject(o, Map.class); | 
 |  |  | //                injectDataToDto(valueMap, false, dto, reportType); | 
 |  |  | //                String deviceName = deviceMap.get(key).getName(); | 
 |  |  | //                dto.setDeviceName(deviceName); | 
 |  |  | //                String startTime = DateUtils.dateToDateString((Date) map.get("time"), "yyyy-MM-dd HH:mm:ss"); | 
 |  |  | //                dto.setTime(startTime); | 
 |  |  | //                dtos.add(dto); | 
 |  |  | //            } | 
 |  |  |             //获取设备名称 | 
 |  |  |             String deviceName = deviceMap.get(key).getName(); | 
 |  |  |             dto.setDeviceName(deviceName); | 
 |  |  |  | 
 |  |  |             //拼接时间,时报的时间需要精确到小时,日报精确到当天,周报需要含有开始和结束时间 | 
 |  |  |             String startTime = ""; | 
 |  |  |             if (valueObject instanceof HistoryHourly && date.length == 1) | 
 |  |  |                 startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd HH:mm:ss"); | 
 |  |  |             else if (valueObject instanceof HistoryDaily && date.length == 1) | 
 |  |  |                 startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd"); | 
 |  |  |             else if (valueObject instanceof HistoryWeekly && date.length == 2) | 
 |  |  |                 startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd") + " -- " + DateUtils.dateToDateString(date[1], "yyyy-MM-dd"); | 
 |  |  |             else if (valueObject instanceof HistoryMonthly && date.length == 1) | 
 |  |  |                 startTime = DateUtils.dateToDateString(date[0], "yyyy-MM"); | 
 |  |  |             dto.setTime(startTime); | 
 |  |  | //            String startTime = ""; | 
 |  |  | //            if (valueObject instanceof HistoryHourly && date.length == 1) | 
 |  |  | //                startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd HH:mm:ss"); | 
 |  |  | //            else if (valueObject instanceof HistoryDaily && date.length == 1) | 
 |  |  | //                startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd"); | 
 |  |  | //            else if (valueObject instanceof HistoryWeekly && date.length == 2) | 
 |  |  | //                startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd") + " -- " + DateUtils.dateToDateString(date[1], "yyyy-MM-dd"); | 
 |  |  | //            else if (valueObject instanceof HistoryMonthly && date.length == 1) | 
 |  |  | //                startTime = DateUtils.dateToDateString(date[0], "yyyy-MM"); | 
 |  |  | //            dto.setTime(startTime); | 
 |  |  |             //注入数据 | 
 |  |  |             injectDataToDto(valueMap, false, dto); | 
 |  |  |             dtos.add(dto); | 
 |  |  |         }); | 
 |  |  | //        }); | 
 |  |  |         return dtos; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  | 
 |  |  |      * @Author: 陈凯裕 | 
 |  |  |      * @Date: 2021/9/28 | 
 |  |  |      */ | 
 |  |  |     private void injectDataToDto(Map<String, Object> valueMap, boolean flag, MonitorPointDataDisplayDTO dto) { | 
 |  |  |     private void injectDataToDto(Map<String, Object> valueMap, boolean flag, MonitorPointDataDisplayDTO dto, String reportType) { | 
 |  |  |         //注入CO | 
 |  |  |         String COFlag = (String) valueMap.get("a21005-Flag"); | 
 |  |  |         Object COObject = valueMap.get("a21005"); | 
 |  |  | 
 |  |  |             dto.setA05024(new Double(AmendUtils.sciCal(O3, 0)).intValue()); | 
 |  |  |         } | 
 |  |  |         //注入AQI | 
 |  |  |         int aqi = AQIUtils.hourlyAqi(valueMap); | 
 |  |  |         if (aqi != 0) | 
 |  |  |             dto.setAQI(aqi); | 
 |  |  |         Integer aqi; | 
 |  |  |         if (reportType.equals(Constants.HOURLY_REPORT)) { | 
 |  |  |             aqi = AQIUtils.hourlyAQI(valueMap).getAQIValue(); | 
 |  |  |         } else { | 
 |  |  |             aqi = AQIUtils.dailyAQI(valueMap).getAQIValue(); | 
 |  |  |         } | 
 |  |  |         dto.setAQI(aqi); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |  |