package com.moral.api.service.impl;
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import com.alibaba.fastjson.JSON;
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import com.moral.api.entity.*;
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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.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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/**
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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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HistoryWeeklyService historyWeeklyService;
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@Autowired
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HistoryMonthlyService historyMonthlyService;
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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.getMonitorPointId();
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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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Map<String, Device> deviceMap = new HashMap<>();
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List<String> macs = new ArrayList<>();
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devices.forEach(value -> {
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macs.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, 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, startTime);
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if (datas.size() != 0)
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macDataMap.put(value, datas.get(0));
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});
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if (macDataMap.size() != 0)
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dtos = calculateReportData(macDataMap, deviceMap, 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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//获取数据
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Map<String, HistoryDaily> macDataMap = historyDailyService.getHistoryDailyByMacsAndDate(macs, startTime);
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if (macDataMap.size() != 0)
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dtos = calculateReportData(macDataMap, deviceMap, 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, 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, HistoryMonthly> macDataMonthlyMap = historyMonthlyService.getHistoryMonthlyByMacsAndDate(macs, startTime);
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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, 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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//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
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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null
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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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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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/**
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* @Description: 计算自定义报表的数据
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* @Param: [macDatasMap] key为mac,value为数据集合，数据为日数据
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* @return: void
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* @Author: 陈凯裕
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* @Date: 2021/9/26
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*/
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private List<MonitorPointDataDisplayDTO> calculateCustomData(Map<String, List<HistoryDaily>> macDataMap, Map<String, Device> deviceMap, Date startDate, Date endDate) {
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List<MonitorPointDataDisplayDTO> dtos = new ArrayList<>();
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macDataMap.forEach((key, value) -> {
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MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO();
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dto.setMac(key);
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//获取设备名称
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String deviceName = deviceMap.get(key).getName();
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//拼接时间
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String startTime = DateUtils.dateToDateString(startDate, "yyyy-MM-dd");
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String endTime = DateUtils.dateToDateString(endDate, "yyyy-MM-dd");
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String time = startTime + " - " + endTime;
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//计算数据个数
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Double AQINum = 0d;
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Double PM25Num = 0d;
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Double PM10Num = 0d;
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Double SO2Num = 0d;
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Double NO2Num = 0d;
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Double CONum = 0d;
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Double O3Num = 0d;
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Double TVOCNum = 0d;
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//计算AQI,PM2.5,PM10,SO2,NO2,CO,O3,TVOC总值，
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Double AQISum = 0d;
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Double PM25Sum = 0d;
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Double PM10Sum = 0d;
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Double SO2Sum = 0d;
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Double NO2Sum = 0d;
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Double COSum = 0d;
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Double O3Sum = 0d;
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Double TVOCSum = 0d;
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for (HistoryDaily historyDaily : value) {
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//获取数据map
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Map<String, Object> valueMap = JSON.parseObject(historyDaily.getValue(), Map.class);
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Object SO2 = valueMap.get("a21026");
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Object NO2 = valueMap.get("a21004");
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Object PM10 = valueMap.get("a34002");
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Object PM25 = valueMap.get("a34004");
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Object CO = valueMap.get("a21005");
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Object O3 = valueMap.get("a05024");
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Object TVOC = valueMap.get("a99054");
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if (SO2 != null) {
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SO2Sum = MathUtils.add(SO2Sum, Double.valueOf(SO2.toString()));
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SO2Num++;
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}
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if (NO2 != null) {
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NO2Sum = MathUtils.add(NO2Sum, Double.valueOf(NO2.toString()));
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NO2Num++;
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}
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if (PM10 != null) {
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PM10Sum = MathUtils.add(PM10Sum, Double.valueOf(PM10.toString()));
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PM10Num++;
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}
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if (CO != null) {
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COSum = MathUtils.add(COSum, Double.valueOf(CO.toString()));
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CONum++;
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}
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if (PM25 != null) {
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PM25Sum = MathUtils.add(PM25Sum, Double.valueOf(PM25.toString()));
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PM25Num++;
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}
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if (O3 != null) {
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O3Sum = MathUtils.add(O3Sum, Double.valueOf(O3.toString()));
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O3Num++;
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}
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if (TVOC != null) {
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TVOCSum = MathUtils.add(TVOCSum, Double.valueOf(TVOC.toString()));
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TVOCNum++;
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}
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//加AQI
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int aqi = AQIUtils.hourlyAqi(valueMap);
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if (aqi != 0) {
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AQISum += Double.valueOf(aqi);
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AQINum++;
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}
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}
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//计算aqi均值
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if (AQINum != 0d) {
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Double AQID = AmendUtils.sciCal(AQISum / AQINum, 0);
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int AQIAvg = new Double(AQID).intValue();
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dto.setAQI(AQIAvg);
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}
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//计算PM2.5均值
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if (PM25Num != 0d) {
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Double PM25D = AmendUtils.sciCal(PM25Sum / PM25Num, 0);
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int PM25Avg = new Double(PM25D).intValue();
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dto.setA34004(PM25Avg);
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}
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//计算PM10均值
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if (PM10Num != 0d) {
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Double PM10D = AmendUtils.sciCal(PM10Sum / PM10Num, 0);
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int PM10Avg = new Double(PM10D).intValue();
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dto.setA34002(PM10Avg);
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}
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//计算SO2均值
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if (SO2Num != 0d) {
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Double SO2D = AmendUtils.sciCal(SO2Sum / SO2Num, 0);
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int SO2Avg = new Double(SO2D).intValue();
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dto.setA21026(SO2Avg);
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}
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//计算NO2均值
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if (NO2Num != 0d) {
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Double NO2D = AmendUtils.sciCal(NO2Sum / NO2Num, 0);
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int NO2Avg = new Double(NO2D).intValue();
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dto.setA21004(NO2Avg);
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}
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//计算CO均值，保留两位小数
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if (CONum != 0d) {
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Double COAvg = AmendUtils.sciCal(COSum / CONum, 2);
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dto.setA21005(COAvg);
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}
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//计算O3均值
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if (O3Num != 0d) {
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Double O3D = AmendUtils.sciCal(O3Sum / O3Num, 0);
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int O3Avg = new Double(O3D).intValue();
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dto.setA05024(O3Avg);
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}
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//计算TVOC均值,保留两位小数
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if (TVOCNum != 0d) {
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Double TVOCAvg = AmendUtils.sciCal(TVOCSum / TVOCNum, 2);
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dto.setA99054(TVOCAvg);
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}
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dto.setDeviceName(deviceName);
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dto.setTime(time);
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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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/**
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* @Description: 计算时报，日报, 周报,月报的数据(只包含6参和AQI，TVOC)
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* @Param: [macDataMap, deviceMap, startDate]
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* @return: java.util.List<com.moral.api.pojo.dto.dataDisplay.MonitorPointDataDisplayDTO>
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* @Author: 陈凯裕
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* @Date: 2021/9/28
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*/
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private <T> List<MonitorPointDataDisplayDTO> calculateReportData(Map<String, T> macDataMap, Map<String, Device> deviceMap, Date... date) {
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List<MonitorPointDataDisplayDTO> dtos = new ArrayList<>();
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macDataMap.forEach((key, valueObject) -> {
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MonitorPointDataDisplayDTO dto = new MonitorPointDataDisplayDTO();
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dto.setMac(key);
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//数据的map
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Map<String, Object> valueMap;
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//获取对象的value属性值
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Object valueO = ClassUtils.getPropertyValue(valueObject, "value");
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if (valueO == null)
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return;
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String value = (String) valueO;
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valueMap = JSON.parseObject(value, Map.class);
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//获取设备名称
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String deviceName = deviceMap.get(key).getName();
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dto.setDeviceName(deviceName);
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//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
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String startTime = "";
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if (valueObject instanceof HistoryHourly && date.length == 1)
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startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd HH:mm:ss");
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else if (valueObject instanceof HistoryDaily && date.length == 1)
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startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd");
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else if (valueObject instanceof HistoryWeekly && date.length == 2)
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startTime = DateUtils.dateToDateString(date[0], "yyyy-MM-dd") + " -- " + DateUtils.dateToDateString(date[1], "yyyy-MM-dd");
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else if (valueObject instanceof HistoryMonthly && date.length == 1)
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startTime = DateUtils.dateToDateString(date[0], "yyyy-MM");
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dto.setTime(startTime);
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//注入数据
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injectDataToDto(valueMap, false, dto);
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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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/**
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* @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
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* @Param: [valueMap, flag, dto]
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* @return: void
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* @Author: 陈凯裕
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* @Date: 2021/9/28
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*/
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private void injectDataToDto(Map<String, Object> valueMap, boolean flag, MonitorPointDataDisplayDTO dto) {
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//注入CO
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String COFlag = (String) valueMap.get("a21005-Flag");
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Object COObject = valueMap.get("a21005");
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if ((flag == false || Constants.NORMAL_FLAG.equals(COFlag)) && COObject != null) {
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Double CO = Double.valueOf(COObject.toString());
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dto.setA21005(AmendUtils.sciCal(CO, 2));
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}
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//注入SO2
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String SO2Flag = (String) valueMap.get("a21026-Flag");
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Object SO2Object = valueMap.get("a21026");
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if ((flag == false || Constants.NORMAL_FLAG.equals(SO2Flag)) && SO2Object != null) {
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Double SO2 = Double.valueOf(SO2Object.toString());
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dto.setA21026(new Double(AmendUtils.sciCal(SO2, 0)).intValue());
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}
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//注入NO2
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String NO2Flag = (String) valueMap.get("a21004-Flag");
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Object NO2Object = valueMap.get("a21004");
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if ((flag == false || Constants.NORMAL_FLAG.equals(NO2Flag)) && NO2Object != null) {
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Double NO2 = Double.valueOf(NO2Object.toString());
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dto.setA21004(new Double(AmendUtils.sciCal(NO2, 0)).intValue());
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}
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//注入PM10
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String PM10Flag = (String) valueMap.get("a34002-Flag");
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Object PM10Object = valueMap.get("a34002");
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if ((flag == false || Constants.NORMAL_FLAG.equals(PM10Flag)) && PM10Object != null) {
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Double PM10 = Double.valueOf(PM10Object.toString());
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dto.setA34002(new Double(AmendUtils.sciCal(PM10, 0)).intValue());
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}
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//注入TVOC
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String TVOCFlag = (String) valueMap.get("a99054-Flag");
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Object TVOCObject = valueMap.get("a99054");
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if ((flag == false || Constants.NORMAL_FLAG.equals(TVOCFlag)) && TVOCObject != null) {
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Double TVOC = Double.valueOf(TVOCObject.toString());
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dto.setA99054(AmendUtils.sciCal(TVOC, 2));
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}
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//注入PM2.5
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String PM25Flag = (String) valueMap.get("a34004-Flag");
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Object PM25Object = valueMap.get("a34004");
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if ((flag == false || Constants.NORMAL_FLAG.equals(PM25Flag)) && PM25Object != null) {
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Double PM25 = Double.valueOf(PM25Object.toString());
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dto.setA34004(new Double(AmendUtils.sciCal(PM25, 0)).intValue());
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}
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//注入O3
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String O3Flag = (String) valueMap.get("a05024-Flag");
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Object O3Object = valueMap.get("a05024");
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if ((flag == false || Constants.NORMAL_FLAG.equals(O3Flag)) && O3Object != null) {
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Double O3 = Double.valueOf(O3Object.toString());
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dto.setA05024(new Double(AmendUtils.sciCal(O3, 0)).intValue());
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}
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//注入AQI
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int aqi = AQIUtils.hourlyAqi(valueMap);
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if (aqi != 0)
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dto.setAQI(aqi);
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}
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/**
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* @Description: 注入综合指数数据
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* @Param: [dtos, macDataDailyMap]
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* @return: void
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* @Author: 陈凯裕
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* @Date: 2021/9/29
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*/
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private void injectComprehensiveIndex(List<MonitorPointDataDisplayDTO> dtos, Map<String, List<HistoryDaily>> macDataDailyMap) {
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Map<String, MonitorPointDataDisplayDTO> macDtoMap = new HashMap<>();
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dtos.forEach(value -> macDtoMap.put(value.getMac(), value));
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macDataDailyMap.forEach((key, value) -> {
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List<Map<String, Object>> list = new ArrayList<>();
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for (HistoryDaily historyDaily : value) {
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Map valueMap = JSON.parseObject(historyDaily.getValue(), Map.class);
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list.add(valueMap);
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}
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Double comIndex = ComprehensiveIndexUtils.monthData(list);
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MonitorPointDataDisplayDTO dto = macDtoMap.get(key);
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if (dto != null)
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dto.setComIndex(comIndex);
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});
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}
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}
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