package com.moral.api.service.impl; 
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import com.alibaba.fastjson.JSON; 
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import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; 
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import com.moral.api.entity.*; 
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import com.moral.api.mapper.DeviceMapper; 
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import com.moral.api.mapper.HistoryMonthlyMapper; 
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import com.moral.api.pojo.dto.dataDisplay.MonitorPointDataDisplayDTO; 
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import com.moral.api.pojo.dto.dataDisplay.SensorComparisonDisplayDTO; 
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import com.moral.api.pojo.form.dataDisplay.MonitorPointDataDisplayForm; 
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import com.moral.api.pojo.form.dataDisplay.SensorComparisonDisplayForm; 
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import com.moral.api.service.*; 
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import com.moral.constant.Constants; 
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import com.moral.pojo.AQI; 
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import com.moral.util.*; 
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import org.springframework.beans.factory.annotation.Autowired; 
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import org.springframework.stereotype.Service; 
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import org.springframework.util.ObjectUtils; 
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import java.util.*; 
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import static com.moral.util.DateUtils.dateToDateString; 
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/** 
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 * @ClassName DataDisplayServiceImpl 
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 * @Description TODO 
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 * @Author 陈凯裕 
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 * @Date 2021/9/26 9:55 
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 * @Version TODO 
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 **/ 
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@Service 
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public class DataDisplayServiceImpl implements DataDisplayService { 
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    @Autowired 
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    DeviceService deviceService; 
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    @Autowired 
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    HistoryDailyService historyDailyService; 
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    @Autowired 
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    HistoryHourlyService historyHourlyService; 
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    @Autowired 
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    HistoryMonthlyMapper historyMonthlyMapper; 
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    @Autowired 
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    HistoryWeeklyService historyWeeklyService; 
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    @Autowired 
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    HistoryMonthlyService historyMonthlyService; 
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    @Autowired 
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    DeviceMapper deviceMapper; 
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    @Override 
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    public List<MonitorPointDataDisplayDTO> getMonitorPointDisplayData(MonitorPointDataDisplayForm form) { 
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        //取参 
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//        Integer monitorPointId = form.getMacs(); 
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        List<String> macs = form.getMacs(); 
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        String reportType = form.getReportType(); 
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        Date startTime = form.getStartTime(); 
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        Date endTime = form.getEndTime(); 
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        //根据站点id获取站点下所有的设备 
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//        List<Device> devices = deviceService.getDevicesByMonitorPointId(monitorPointId); 
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        QueryWrapper<Device> deviceQueryWrapper = new QueryWrapper<>(); 
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        deviceQueryWrapper.eq("is_delete",Constants.NOT_DELETE); 
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        deviceQueryWrapper.in("mac", macs); 
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        List<Device> devices = deviceMapper.selectList(deviceQueryWrapper); 
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        Map<String, Device> deviceMap = new HashMap<>(); 
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//        List<String> ListMacs = new ArrayList<>(); 
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        devices.forEach(value -> { 
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//            ListMacs.add(value.getMac()); 
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            deviceMap.put(value.getMac(), value); 
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        }); 
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        List<MonitorPointDataDisplayDTO> dtos = new ArrayList<>(); 
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        if (reportType == null) {//处理自定义请求 
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            Map<String, List<HistoryDaily>> macDataMap = new HashMap<>();//key为mac 
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            //获取数据 
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            macs.forEach(value -> { 
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                //查询数据 
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                List<HistoryDaily> datas = historyDailyService.getHistoryDailyByMacAndTimeSlot(value, startTime, endTime); 
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                //如果查询到的数据不为空 
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                if (datas.size() != 0) 
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                    macDataMap.put(value, datas); 
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            }); 
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            //如果都没有数据则不进行计算 
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            if (macDataMap.size() != 0) 
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                dtos = calculateCustomData(macDataMap, deviceMap, startTime, endTime); 
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        } 
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        //处理小时报表请求,默认取上一个小时的值 
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        else if (reportType.equals(Constants.HOURLY_REPORT)) { 
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            Map<String, List<HistoryHourly>> macDataMap = new HashMap<>(); 
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            //获取数据 
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            macs.forEach(value -> { 
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                List<HistoryHourly> datas = historyHourlyService.getValueByMacAndTime(value, startTime, endTime); 
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                if (datas.size() != 0) 
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                    macDataMap.put(value,datas); 
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            }); 
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            if (macDataMap.size() != 0) 
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                dtos = calculateReportData(macDataMap, deviceMap, reportType, startTime); 
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        } 
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        //处理日报请求,默认获取昨天的值 
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        else if (reportType.equals(Constants.DAILY_REPORT)) { 
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            Map<String, List<HistoryDaily>> macDataMap = new HashMap<>(); 
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            //获取数据 
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            macs.forEach(value -> { 
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                List<HistoryDaily> datas = historyDailyService.getHistoryDailyByMacAndTimeSlot(value, startTime, endTime); 
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                if (datas.size() != 0) 
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                    macDataMap.put(value,datas); 
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            }); 
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            if (macDataMap.size() != 0) 
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                dtos = calculateReportData(macDataMap, deviceMap, reportType, startTime); 
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        } 
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        //处理周报请求,默认获取上周的值 
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        else if (reportType.equals(Constants.WEEKLY_REPORT)) { 
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            //获取数据 
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            Map<String, HistoryWeekly> macDataMap = historyWeeklyService.getHistoryWeeklyByMacsAndDate(macs, startTime); 
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            if (macDataMap.size() != 0) 
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                dtos = calculateReportData(macDataMap, deviceMap, reportType, startTime, endTime); 
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        } 
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        //处理月报请求 
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        else if (reportType.equals(Constants.MONTHLY_REPORT)) { 
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            //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 
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            Map<String, List<HistoryDaily>> macDataDailyMap = new HashMap<>(); 
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            Map<String, List<HistoryMonthly>> macDataMonthlyMap = new HashMap<>(); 
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            macs.forEach(mac -> { 
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                QueryWrapper<HistoryMonthly> wrapper = new QueryWrapper<>(); 
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                wrapper.eq("mac",mac); 
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                wrapper.between("time",startTime,endTime); 
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                List<HistoryMonthly> monthlyList = historyMonthlyMapper.selectList(wrapper); 
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                if (!ObjectUtils.isEmpty(monthlyList)) 
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                    macDataMonthlyMap.put(mac, monthlyList); 
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            }); 
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            macs.forEach(mac -> { 
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                List<HistoryDaily> dailyDatas = historyDailyService.getHistoryDailyByMacAndTimeSlot(mac, startTime, endTime); 
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                if (!ObjectUtils.isEmpty(dailyDatas)) 
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                    macDataDailyMap.put(mac, dailyDatas); 
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            }); 
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            if (macDataMonthlyMap.size() != 0) 
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                dtos = calculateReportData(macDataMonthlyMap, deviceMap, reportType, startTime); 
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            //注入综合指数 
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            injectComprehensiveIndex(dtos, macDataDailyMap); 
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        } 
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        return dtos; 
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    } 
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    @Override 
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    public List<SensorComparisonDisplayDTO> getSensorComparisonDisplayData(SensorComparisonDisplayForm form) { 
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        //取参 
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        List<String> sensors = form.getSensors(); 
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        Date startDate = form.getStartDate(); 
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        Date endDate = form.getEndDate(); 
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        String mac = form.getMac(); 
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        String reportType = form.getReportType(); 
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        Map<String, String> timeValueMap = new LinkedHashMap<>();//key为time,value为数据的json 
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        //处理日报数据 
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        if (reportType.equals(Constants.DAILY_REPORT)) { 
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            List<HistoryHourly> hourlies = historyHourlyService.getValueByMacAndTime(mac, startDate, endDate); 
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            for (HistoryHourly historyHourly : hourlies) { 
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                Date time = historyHourly.getTime(); 
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                String dateStr = DateUtils.dateToDateString(time, "yyyy-MM-dd HH"); 
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                String value = historyHourly.getValue(); 
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                timeValueMap.put(dateStr, value); 
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            } 
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            //如果数据不足则需要补足一天24小时的时间。 
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            for (int i = 0; i < 24; i++) { 
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                //构造时间 
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                String time = DateUtils.dateToDateString(startDate, "yyyy-MM-dd"); 
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                if (i < 10) 
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                    time = time + " 0" + i; 
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                else 
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                    time = time + " " + i; 
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                if (timeValueMap.get(time) == null) 
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                    timeValueMap.put(time, null); 
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            } 
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        } 
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        //处理月报数据 
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        else if (reportType.equals(Constants.MONTHLY_REPORT)) { 
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            List<HistoryDaily> dailies = historyDailyService.getHistoryDailyByMacAndTimeSlot(mac, startDate, endDate); 
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            for (HistoryDaily historyDaily : dailies) { 
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                Date time = historyDaily.getTime(); 
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                String dateStr = DateUtils.dateToDateString(time, "yyyy-MM-dd"); 
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                String value = historyDaily.getValue(); 
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                timeValueMap.put(String.valueOf(dateStr), value); 
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            } 
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            //如果数据不足则需要补足一个月的时间。 
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            int days = DateUtils.getMonthDay(startDate); 
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            for (int i = 1; i <= days; i++) { 
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                //构造时间 
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                String time = DateUtils.dateToDateString(startDate, "yyyy-MM"); 
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                if (i < 10) 
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                    time = time + "-0" + i; 
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                else 
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                    time = time + "-" + i; 
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                if (timeValueMap.get(time) == null) 
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                    timeValueMap.put(time, null); 
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            } 
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        } else 
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            return null; 
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        //时间排序 
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        timeValueMap = sortMapByTime(timeValueMap, reportType); 
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        //封装返回数据 
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        List<SensorComparisonDisplayDTO> dtos = new ArrayList<>(); 
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        for (String sensor : sensors) { 
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            SensorComparisonDisplayDTO dto = new SensorComparisonDisplayDTO(); 
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            List<Map<String, Object>> dtoTimeValueList = new ArrayList<>(); 
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            dto.setSensorCode(sensor); 
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            timeValueMap.forEach((time, valueJson) -> { 
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                Map<String, Object> listMap = new HashMap<>(); 
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                //如果对应时间没有数据,则放入空 
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                if (valueJson == null) { 
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                    listMap.put("time", time); 
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                    listMap.put("value", ""); 
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                    dtoTimeValueList.add(listMap); 
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                    return; 
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                } 
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                Map<String, Object> valueMap = JSON.parseObject(valueJson, Map.class); 
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                Object sensorValueObject = valueMap.get(sensor); 
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                //如果数据中没有该因子,则放入空 
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                if (sensorValueObject == null) { 
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                    listMap.put("time", time); 
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                    listMap.put("value", ""); 
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                    dtoTimeValueList.add(listMap); 
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                    return; 
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                } 
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                //如果是小时数据需要判断标记位 
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                if (reportType.equals(Constants.DAILY_REPORT)) { 
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                    //如果标记位不为N,则放入空 
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                    if (!Constants.NORMAL_FLAG.equals(valueMap.get(sensor + "-Flag"))) { 
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                        listMap.put("time", time); 
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                        listMap.put("value", ""); 
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                        dtoTimeValueList.add(listMap); 
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                        return; 
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                    } 
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                } 
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                //取出数据 
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                Double sensorValue = Double.parseDouble(sensorValueObject.toString()); 
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                //封装数据 
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                listMap.put("time", time); 
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                listMap.put("value", sensorValue); 
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                dtoTimeValueList.add(listMap); 
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            }); 
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            dto.setTimeValueList(dtoTimeValueList); 
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            dtos.add(dto); 
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        } 
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        return dtos; 
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    } 
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    @Override 
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    public List<SensorComparisonDisplayDTO> getSensorComparisonDisplayDataV2(Map<String, Object> params) { 
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        //取参 
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        List<String> sensors = (List<String>) params.get("sensorCodes"); 
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        /*Date startDate = form.getStartDate(); 
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        Date endDate = form.getEndDate();*/ 
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        //所选时间 
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        List<String> times = (List<String>) params.get("times"); 
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        String startTime = times.get(0); 
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        String endTime = times.get(1); 
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        String mac = params.get("mac").toString(); 
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        String reportType = params.get("reportType").toString(); 
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        Map<String, String> timeValueMap = new LinkedHashMap<>();//key为time,value为数据的json 
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        //处理月数据 
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        if (reportType.equals(Constants.MONTHLY_REPORT)) { 
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            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_EN); 
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            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_EN); 
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            //List<HistoryHourly> hourlies = historyHourlyService.getValueByMacAndTime(mac, startDate, endDate); 
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            QueryWrapper<HistoryMonthly> historyMonthlyQueryWrapper = new QueryWrapper<>(); 
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            historyMonthlyQueryWrapper.eq("mac",mac); 
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            historyMonthlyQueryWrapper.between("time",startTime.substring(0,7)+"-01 00:00:00",endTime.substring(0,7)+"-01 00:00:00"); 
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            List<HistoryMonthly> monthlies = historyMonthlyMapper.selectList(historyMonthlyQueryWrapper); 
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            for (HistoryMonthly historyMonthly : monthlies) { 
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                Date time = historyMonthly.getTime(); 
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                String dateStr = DateUtils.dateToDateString(time, "yyyy-MM"); 
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                String value = historyMonthly.getValue(); 
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                timeValueMap.put(dateStr, value); 
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            } 
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            //补上无数据时间 
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            Date middleDate = startDate; 
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            while (DateUtils.compareDateStr(DateUtils.dateToDateString(endDate,DateUtils.yyyy_MM_EN),DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN),DateUtils.yyyy_MM_EN)<=0){ 
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                if (timeValueMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN)) == null) 
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                    timeValueMap.put(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN), null); 
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                middleDate = DateUtils.addMonths(middleDate,1); 
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            } 
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        } 
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        //处理小时数据 
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        else if (reportType.equals(Constants.HOURLY_REPORT)) { 
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            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN); 
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            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_EN); 
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            List<HistoryHourly> hourlies = historyHourlyService.getValueByMacAndTime(mac, startDate, endDate); 
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            for (HistoryHourly historyHourly : hourlies) { 
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                Date time = historyHourly.getTime(); 
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                String dateStr = DateUtils.dateToDateString(time, "yyyy-MM-dd HH"); 
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                String value = historyHourly.getValue(); 
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                timeValueMap.put(dateStr, value); 
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            } 
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            //补上无数据时间 
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            Date middleDate = startDate; 
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            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){ 
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                if (timeValueMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN)) == null) 
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                    timeValueMap.put(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN), null); 
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                middleDate = DateUtils.addHours(middleDate,1); 
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            } 
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        } 
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        //处理日数据 
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        else if (reportType.equals(Constants.DAILY_REPORT)) { 
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            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_EN); 
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            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_EN); 
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            List<HistoryDaily> dailies = historyDailyService.getHistoryDailyByMacAndTimeSlot(mac, startDate, endDate); 
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            for (HistoryDaily historyDaily : dailies) { 
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                Date time = historyDaily.getTime(); 
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                String dateStr = DateUtils.dateToDateString(time, "yyyy-MM-dd"); 
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                String value = historyDaily.getValue(); 
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                timeValueMap.put(String.valueOf(dateStr), value); 
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            } 
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            //补上无数据时间 
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            Date middleDate = startDate; 
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            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){ 
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                if (timeValueMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN)) == null) 
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                    timeValueMap.put(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN), null); 
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                middleDate = DateUtils.addDays(middleDate,1); 
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            } 
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        } else 
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            return null; 
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        //时间排序 
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        //timeValueMap = sortMapByTime(timeValueMap, reportType); 
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        //封装返回数据 
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        List<SensorComparisonDisplayDTO> dtos = new ArrayList<>(); 
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        for (String sensor : sensors) { 
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            SensorComparisonDisplayDTO dto = new SensorComparisonDisplayDTO(); 
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            List<Map<String, Object>> dtoTimeValueList = new ArrayList<>(); 
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            if(sensor.equals("a00e12") || sensor.equals("a00e03")){ 
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                dto.setCode("1"); 
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            }else if (sensor.equals("a01006")){ 
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                dto.setCode("2"); 
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            }else if (sensor.equals("a99054") || sensor.equals("a21005")){ 
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                dto.setCode("3"); 
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            }else { 
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                dto.setCode("0"); 
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            } 
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            dto.setSensorCode(sensor); 
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            timeValueMap.forEach((time, valueJson) -> { 
 | 
                Map<String, Object> listMap = new HashMap<>(); 
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                //如果对应时间没有数据,则放入空 
 | 
                if (valueJson == null) { 
 | 
                    listMap.put("time", time); 
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                    listMap.put("value", ""); 
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                    dtoTimeValueList.add(listMap); 
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                    return; 
 | 
                } 
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                Map<String, Object> valueMap = JSON.parseObject(valueJson, Map.class); 
 | 
                Object sensorValueObject = valueMap.get(sensor); 
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                //如果数据中没有该因子,则放入空 
 | 
                if (sensorValueObject == null) { 
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                    listMap.put("time", time); 
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                    listMap.put("value", ""); 
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                    dtoTimeValueList.add(listMap); 
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                    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); 
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                listMap.put("value", sensorValue); 
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                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>>() { 
 | 
            @Override 
 | 
            public int compare(Map.Entry<String, String> o1, Map.Entry<String, String> o2) { 
 | 
                if (Constants.DAILY_REPORT.equals(reportType)) { 
 | 
                    String atime = o1.getKey(); 
 | 
                    String btime = o2.getKey(); 
 | 
                    atime = atime.substring(11, 13); 
 | 
                    btime = btime.substring(11, 13); 
 | 
                    return Integer.parseInt(atime) - Integer.parseInt(btime); 
 | 
                } else if (Constants.MONTHLY_REPORT.equals(reportType)) { 
 | 
                    String atime = o1.getKey(); 
 | 
                    String btime = o2.getKey(); 
 | 
                    atime = atime.substring(8, 10); 
 | 
                    btime = btime.substring(8, 10); 
 | 
                    return Integer.parseInt(atime) - Integer.parseInt(btime); 
 | 
                } 
 | 
                return 0; 
 | 
            } 
 | 
        }); 
 | 
        Map<String, String> sortedMap = new LinkedHashMap<>(); 
 | 
        for (Map.Entry<String, String> entry : entries) { 
 | 
            sortedMap.put(entry.getKey(), entry.getValue()); 
 | 
        } 
 | 
        return sortedMap; 
 | 
    } 
 | 
  
 | 
    /** 
 | 
     * @Description: 计算自定义报表的数据 
 | 
     * @Param: [macDatasMap] key为mac,value为数据集合,数据为日数据 
 | 
     * @return: void 
 | 
     * @Author: 陈凯裕 
 | 
     * @Date: 2021/9/26 
 | 
     */ 
 | 
    private List<MonitorPointDataDisplayDTO> calculateCustomData(Map<String, List<HistoryDaily>> macDataMap, Map<String, Device> deviceMap, Date startDate, Date endDate) { 
 | 
        List<MonitorPointDataDisplayDTO> dtos = new ArrayList<>(); 
 | 
        macDataMap.forEach((key, value) -> { 
 | 
            MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO(); 
 | 
            dto.setMac(key); 
 | 
            //获取设备名称 
 | 
            String deviceName = deviceMap.get(key).getName(); 
 | 
            //拼接时间 
 | 
            String startTime = DateUtils.dateToDateString(startDate, "yyyy-MM-dd"); 
 | 
            String endTime = DateUtils.dateToDateString(endDate, "yyyy-MM-dd"); 
 | 
            String time = startTime + " - " + endTime; 
 | 
            //计算数据个数 
 | 
            Double PM25Num = 0d; 
 | 
            Double PM10Num = 0d; 
 | 
            Double SO2Num = 0d; 
 | 
            Double NO2Num = 0d; 
 | 
            Double CONum = 0d; 
 | 
            Double O3Num = 0d; 
 | 
            Double TVOCNum = 0d; 
 | 
            //计算PM2.5,PM10,SO2,NO2,CO,O3,TVOC总值, 
 | 
            Double PM25Sum = 0d; 
 | 
            Double PM10Sum = 0d; 
 | 
            Double SO2Sum = 0d; 
 | 
            Double NO2Sum = 0d; 
 | 
            Double COSum = 0d; 
 | 
            Double O3Sum = 0d; 
 | 
            Double TVOCSum = 0d; 
 | 
            for (HistoryDaily historyDaily : value) { 
 | 
                //获取数据map 
 | 
                Map<String, Object> valueMap = JSON.parseObject(historyDaily.getValue(), Map.class); 
 | 
                Object SO2 = valueMap.get("a21026"); 
 | 
                Object NO2 = valueMap.get("a21004"); 
 | 
                Object PM10 = valueMap.get("a34002"); 
 | 
                Object PM25 = valueMap.get("a34004"); 
 | 
                Object CO = valueMap.get("a21005"); 
 | 
                Object O3 = valueMap.get("a05024"); 
 | 
                Object TVOC = valueMap.get("a99054"); 
 | 
                if (SO2 != null) { 
 | 
                    SO2Sum = MathUtils.add(SO2Sum, Double.valueOf(SO2.toString())); 
 | 
                    SO2Num++; 
 | 
                } 
 | 
                if (NO2 != null) { 
 | 
                    NO2Sum = MathUtils.add(NO2Sum, Double.valueOf(NO2.toString())); 
 | 
                    NO2Num++; 
 | 
                } 
 | 
                if (PM10 != null) { 
 | 
                    PM10Sum = MathUtils.add(PM10Sum, Double.valueOf(PM10.toString())); 
 | 
                    PM10Num++; 
 | 
                } 
 | 
                if (CO != null) { 
 | 
                    COSum = MathUtils.add(COSum, Double.valueOf(CO.toString())); 
 | 
                    CONum++; 
 | 
                } 
 | 
                if (PM25 != null) { 
 | 
                    PM25Sum = MathUtils.add(PM25Sum, Double.valueOf(PM25.toString())); 
 | 
                    PM25Num++; 
 | 
                } 
 | 
                if (O3 != null) { 
 | 
                    O3Sum = MathUtils.add(O3Sum, Double.valueOf(O3.toString())); 
 | 
                    O3Num++; 
 | 
                } 
 | 
                if (TVOC != null) { 
 | 
                    TVOCSum = MathUtils.add(TVOCSum, Double.valueOf(TVOC.toString())); 
 | 
                    TVOCNum++; 
 | 
                } 
 | 
            } 
 | 
            //计算PM2.5均值 
 | 
            if (PM25Num != 0d) { 
 | 
                Double PM25D = AmendUtils.sciCal(PM25Sum / PM25Num, 0); 
 | 
                int PM25Avg = new Double(PM25D).intValue(); 
 | 
                dto.setA34004(PM25Avg); 
 | 
            } 
 | 
            //计算PM10均值 
 | 
            if (PM10Num != 0d) { 
 | 
                Double PM10D = AmendUtils.sciCal(PM10Sum / PM10Num, 0); 
 | 
                int PM10Avg = new Double(PM10D).intValue(); 
 | 
                dto.setA34002(PM10Avg); 
 | 
            } 
 | 
            //计算SO2均值 
 | 
            if (SO2Num != 0d) { 
 | 
                Double SO2D = AmendUtils.sciCal(SO2Sum / SO2Num, 0); 
 | 
                int SO2Avg = new Double(SO2D).intValue(); 
 | 
                dto.setA21026(SO2Avg); 
 | 
            } 
 | 
            //计算NO2均值 
 | 
            if (NO2Num != 0d) { 
 | 
                Double NO2D = AmendUtils.sciCal(NO2Sum / NO2Num, 0); 
 | 
                int NO2Avg = new Double(NO2D).intValue(); 
 | 
                dto.setA21004(NO2Avg); 
 | 
            } 
 | 
            //计算CO均值,保留两位小数 
 | 
            if (CONum != 0d) { 
 | 
                Double COAvg = AmendUtils.sciCal(COSum / CONum, 2); 
 | 
                dto.setA21005(COAvg); 
 | 
            } 
 | 
            //计算O3均值 
 | 
            if (O3Num != 0d) { 
 | 
                Double O3D = AmendUtils.sciCal(O3Sum / O3Num, 0); 
 | 
                int O3Avg = new Double(O3D).intValue(); 
 | 
                dto.setA05024(O3Avg); 
 | 
            } 
 | 
            //计算TVOC均值,保留两位小数 
 | 
            if (TVOCNum != 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); 
 | 
        }); 
 | 
        return dtos; 
 | 
    } 
 | 
  
 | 
  
 | 
    /** 
 | 
     * @Description: 计算时报,日报, 周报,月报的数据(只包含6参和AQI,TVOC) 
 | 
     * @Param: [macDataMap, deviceMap, startDate] 
 | 
     * @return: java.util.List<com.moral.api.pojo.dto.dataDisplay.MonitorPointDataDisplayDTO> 
 | 
     * @Author: 陈凯裕 
 | 
     * @Date: 2021/9/28 
 | 
     */ 
 | 
    private <T> List<MonitorPointDataDisplayDTO> calculateReportData(Map<String, T> macDataMap, Map<String, Device> deviceMap, String reportType, Date... date) { 
 | 
        List<MonitorPointDataDisplayDTO> dtos = new ArrayList<>(); 
 | 
        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 
 | 
  
 | 
            //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); 
 | 
            //注入数据 
 | 
//        }); 
 | 
        return dtos; 
 | 
    } 
 | 
  
 | 
  
 | 
    /** 
 | 
     * @Description: 向DTO中注入因子数据,如果数据需要检测标记位,则flag传入true,否则传入false 
 | 
     * @Param: [valueMap, flag, dto] 
 | 
     * @return: void 
 | 
     * @Author: 陈凯裕 
 | 
     * @Date: 2021/9/28 
 | 
     */ 
 | 
    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"); 
 | 
        if ((flag == false || Constants.NORMAL_FLAG.equals(COFlag)) && COObject != null) { 
 | 
            Double CO = Double.valueOf(COObject.toString()); 
 | 
            dto.setA21005(AmendUtils.sciCal(CO, 2)); 
 | 
        } 
 | 
        //注入SO2 
 | 
        String SO2Flag = (String) valueMap.get("a21026-Flag"); 
 | 
        Object SO2Object = valueMap.get("a21026"); 
 | 
        if ((flag == false || Constants.NORMAL_FLAG.equals(SO2Flag)) && SO2Object != null) { 
 | 
            Double SO2 = Double.valueOf(SO2Object.toString()); 
 | 
            dto.setA21026(new Double(AmendUtils.sciCal(SO2, 0)).intValue()); 
 | 
        } 
 | 
        //注入NO2 
 | 
        String NO2Flag = (String) valueMap.get("a21004-Flag"); 
 | 
        Object NO2Object = valueMap.get("a21004"); 
 | 
        if ((flag == false || Constants.NORMAL_FLAG.equals(NO2Flag)) && NO2Object != null) { 
 | 
            Double NO2 = Double.valueOf(NO2Object.toString()); 
 | 
            dto.setA21004(new Double(AmendUtils.sciCal(NO2, 0)).intValue()); 
 | 
        } 
 | 
        //注入PM10 
 | 
        String PM10Flag = (String) valueMap.get("a34002-Flag"); 
 | 
        Object PM10Object = valueMap.get("a34002"); 
 | 
        if ((flag == false || Constants.NORMAL_FLAG.equals(PM10Flag)) && PM10Object != null) { 
 | 
            Double PM10 = Double.valueOf(PM10Object.toString()); 
 | 
            dto.setA34002(new Double(AmendUtils.sciCal(PM10, 0)).intValue()); 
 | 
        } 
 | 
        //注入TVOC 
 | 
        String TVOCFlag = (String) valueMap.get("a99054-Flag"); 
 | 
        Object TVOCObject = valueMap.get("a99054"); 
 | 
        if ((flag == false || Constants.NORMAL_FLAG.equals(TVOCFlag)) && TVOCObject != null) { 
 | 
            Double TVOC = Double.valueOf(TVOCObject.toString()); 
 | 
            dto.setA99054(AmendUtils.sciCal(TVOC, 2)); 
 | 
        } 
 | 
        //注入PM2.5 
 | 
        String PM25Flag = (String) valueMap.get("a34004-Flag"); 
 | 
        Object PM25Object = valueMap.get("a34004"); 
 | 
        if ((flag == false || Constants.NORMAL_FLAG.equals(PM25Flag)) && PM25Object != null) { 
 | 
            Double PM25 = Double.valueOf(PM25Object.toString()); 
 | 
            dto.setA34004(new Double(AmendUtils.sciCal(PM25, 0)).intValue()); 
 | 
        } 
 | 
        //注入O3 
 | 
        String O3Flag = (String) valueMap.get("a05024-Flag"); 
 | 
        Object O3Object = valueMap.get("a05024"); 
 | 
        if ((flag == false || Constants.NORMAL_FLAG.equals(O3Flag)) && O3Object != null) { 
 | 
            Double O3 = Double.valueOf(O3Object.toString()); 
 | 
            dto.setA05024(new Double(AmendUtils.sciCal(O3, 0)).intValue()); 
 | 
        } 
 | 
        //注入AQI 
 | 
        Integer aqi; 
 | 
        if (reportType.equals(Constants.HOURLY_REPORT)) { 
 | 
            aqi = AQIUtils.hourlyAQI(valueMap).getAQIValue(); 
 | 
        } else { 
 | 
            aqi = AQIUtils.dailyAQI(valueMap).getAQIValue(); 
 | 
        } 
 | 
        dto.setAQI(aqi); 
 | 
    } 
 | 
  
 | 
  
 | 
    /** 
 | 
     * @Description: 注入综合指数数据 
 | 
     * @Param: [dtos, macDataDailyMap] 
 | 
     * @return: void 
 | 
     * @Author: 陈凯裕 
 | 
     * @Date: 2021/9/29 
 | 
     */ 
 | 
    private void injectComprehensiveIndex(List<MonitorPointDataDisplayDTO> dtos, Map<String, List<HistoryDaily>> macDataDailyMap) { 
 | 
        Map<String, MonitorPointDataDisplayDTO> macDtoMap = new HashMap<>(); 
 | 
        dtos.forEach(value -> macDtoMap.put(value.getMac(), value)); 
 | 
        macDataDailyMap.forEach((key, value) -> { 
 | 
            List<Map<String, Object>> list = new ArrayList<>(); 
 | 
            for (HistoryDaily historyDaily : value) { 
 | 
                Map valueMap = JSON.parseObject(historyDaily.getValue(), Map.class); 
 | 
                list.add(valueMap); 
 | 
            } 
 | 
            Double comIndex = ComprehensiveIndexUtils.monthData(list); 
 | 
            MonitorPointDataDisplayDTO dto = macDtoMap.get(key); 
 | 
            if (dto != null) 
 | 
                dto.setComIndex(comIndex); 
 | 
        }); 
 | 
    } 
 | 
  
 | 
} 
 |