fix:尘负荷排序接口提交

jinpengyong

2024-06-19 32cc13189371ee1e367897a64fbc22f90b53add8

 screen-api/src/main/java/com/moral/api/service/impl/DeviceServiceImpl.java

@@ -1,33 +1,37 @@
package com.moral.api.service.impl;

import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.moral.api.entity.Device;
import com.moral.api.entity.Sensor;
import com.moral.api.config.Interceptor.UserHelper;
import com.moral.api.dto.OnlineRatePageCond;
import com.moral.api.entity.*;
import com.moral.api.mapper.DeviceMapper;
import com.moral.api.mapper.HistoryFiveMinutelyMapper;
import com.moral.api.mapper.HistoryHourlyMapper;
import com.moral.api.mapper.OrganizationUnitAlarmMapper;
import com.moral.api.pojo.dust.OnlineRateLogsForm;
import com.moral.api.pojo.vo.device.AppDeviceVo;
import com.moral.api.pojo.vo.user.QxUser;
import com.moral.api.service.DeviceService;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.moral.api.service.HistoryDailyService;
import com.moral.api.service.HistoryHourlyService;
import com.moral.api.service.SensorService;
import com.moral.api.service.UnitConversionService;
import com.moral.api.utils.StringUtils;
import com.moral.api.vo.OnlineRateVo;
import com.moral.constant.Constants;
import com.moral.constant.RedisConstants;
import com.moral.constant.SeparateTableType;
import com.moral.util.DateUtils;

import com.moral.util.MybatisPLUSUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.stereotype.Service;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.Comparator;
import java.util.HashMap;
import java.util.HashSet;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.Set;
import java.util.TreeMap;
import org.springframework.util.ObjectUtils;
import java.util.*;
import java.util.stream.Collectors;

/**
@@ -42,24 +46,81 @@
public class DeviceServiceImpl extends ServiceImpl<DeviceMapper, Device> implements DeviceService {

    @Autowired
    DeviceMapper deviceMapper;
    private DeviceMapper deviceMapper;

    @Autowired
    private RedisTemplate redisTemplate;

    @Autowired
    OrganizationUnitAlarmMapper organizationUnitAlarmMapper;

    @Autowired
    SensorService sensorService;
    @Autowired
    private DeviceService deviceService;

    @Autowired
    UnitConversionService unitConversionService;

    @Autowired
    HistoryHourlyMapper historyHourlyMapper;

    @Autowired
    HistoryHourlyService historyHourlyService;

    @Autowired
    HistoryDailyService historyDailyService;

    @Autowired
    HistoryFiveMinutelyMapper historyFiveMinutelyMapper;

    @Override
    public List<Device> getDevicesByMonitorPointId(Integer monitorPointId) {
        QueryWrapper<Device> wrapper = new QueryWrapper();
        wrapper.eq("monitor_point_id", monitorPointId);
        wrapper.eq("is_delete", Constants.NOT_DELETE);
        wrapper.orderByAsc("dev_num");
        return deviceMapper.selectList(wrapper);
    }

    @Override
    public List<Device> getDevicesByMonitorPointId(List<Integer> monitorPointId) {
        QueryWrapper<Device> wrapper = new QueryWrapper();
        wrapper.in("monitor_point_id", monitorPointId);
        wrapper.eq("is_delete", Constants.NOT_DELETE);
        wrapper.orderByAsc("dev_num");
        return deviceMapper.selectList(wrapper);
    }

    @Override
    public Map<String, Object> getSensorsByMac(Map<String, Object> params) {
        String[] macs = params.get("macs").toString().split(",");
        List<Map<String, Object>> elementLists = new ArrayList<>();
        List<String> sensorCodes = Arrays.asList(Constants.SENSOR_CODE_PM25
                , Constants.SENSOR_CODE_PM10
                , Constants.SENSOR_CODE_SO2
                , Constants.SENSOR_CODE_NO2
                , Constants.SENSOR_CODE_CO
                , Constants.SENSOR_CODE_O3
                , Constants.SENSOR_CODE_TEMP
                , "a01002"
                , Constants.SENSOR_CODE_WIND_SPEED
                , Constants.SENSOR_CODE_WIND_DIR
                , "a01006"
                , "a00e12"
        );

        //设备mac
        List<String> macList = (List<String>) params.remove("macs");
        List<Map<String, Object>> elementLists = new ArrayList<>();
        List<String> idList = macList.stream().filter(it->it.contains(",avg")).collect(Collectors.toList());
        List<String> idListExcluding = macList.stream().filter(it->!it.contains(",avg")).collect(Collectors.toList());
        List<String> macs = new ArrayList<>();
        for(String s : idList){
            String mm = s.substring(0, s.indexOf(",avg"));
            List<String> macResultList = deviceService.getMacMonitorPointId(Integer.parseInt(mm));
            macs.addAll(macResultList);
        }
        macs.addAll(idListExcluding);
        macs = macs.stream().distinct().collect(Collectors.toList());
        for (String mac : macs) {
            //从redis中获取设备因子信息
            Device device = (Device) redisTemplate.opsForHash().get(RedisConstants.DEVICE_INFO, mac);
@@ -73,13 +134,21 @@
            elementLists.add(map);
        }

        Map<String, Object> map = elementLists.parallelStream()
        Map<String, Object> map = elementLists.stream()
                .filter(elementList -> elementList.size() != 0)
                .reduce((a, b) -> {
                    a.keySet().retainAll(b.keySet());
                    return a;
                }).orElse(new HashMap<>());
        return map;
        Map<String, Object> result = new LinkedHashMap<>();
        sensorCodes.forEach(sensorCode -> {
            Object o = map.remove(sensorCode);
            if (o != null) {
                result.put(sensorCode, o);
            }
        });
        result.putAll(map);
        return result;
    }

    @Override
@@ -87,6 +156,11 @@
        Object type = params.get("type");
        //设备mac
        List<String> macs = (List<String>) params.remove("macs");

        QueryWrapper<Device> queryWrapper = new QueryWrapper<>();
        queryWrapper.select("mac", "name").in("mac", macs);
        List<Device> devices = deviceMapper.selectList(queryWrapper);

        //所选时间
        List<String> times = (List<String>) params.remove("times");
        //因子code
@@ -94,65 +168,1097 @@
        String end;
        String timeUnits;
        String dateFormat;

        //返回结果集,time=data
        List<Map<String, Object>> result = new ArrayList<>();

        for (String start : times) {
            Map<String, Object> resultMap = new HashMap<>();

            if ("day".equals(type)) {
            if ("hour".equals(type)) {
                end = DateUtils.getDateAddDay(start, 1);
                timeUnits = "hourly";
                dateFormat = "%k";
            } else if ("month".equals(type)) {
                String yearAndMonth = DateUtils.dateToDateString(DateUtils.getDate(start, DateUtils.yyyy_MM_dd_EN), DateUtils.yyyyMM_EN);
                timeUnits = "hourly_" + yearAndMonth;
                dateFormat = "%Y-%m-%d %H";
            } else if ("day".equals(type)) {
                end = DateUtils.getDateAddMonth(start, 1);
                timeUnits = "daily";
                dateFormat = "%e";
                dateFormat = "%Y-%m-%d";
            } else {
                end = DateUtils.getDateAddYear(start, 1);
                timeUnits = "monthly";
                dateFormat = "%c";
                dateFormat = "%Y-%m";
            }
            params.put("timeUnits", timeUnits);
            params.put("dateFormat", dateFormat);
            params.put("start", start);
            params.put("end", end);
            params.put("macs", macs);
            params.put("dateFormat", dateFormat);
            //获取多设备指定因子数据
            List<Map<String, Object>> list = deviceMapper.getTrendChartData(params);

            //按time分组
            Map<String, List<Map<String, Object>>> data = list.parallelStream()
                    .collect(Collectors.groupingBy(o -> o.get("time").toString()));

            //TreeMap<String, List<Map<String, Object>>> data = new TreeMap<>(listMap);

            for (Map.Entry<String, List<Map<String, Object>>> entry : data.entrySet()) {
                List<Object> values = new ArrayList<>();
                String time = entry.getKey();
                List<Map<String, Object>> value = entry.getValue();
                if (value.isEmpty()) {
                    continue;
                }
                for (String mac : macs) {
                    boolean flag = false;
                    for (Map<String, Object> map : value) {
                        if (mac.equals(map.get("mac"))) {
                            Object o = map.get(sensorCode);
                            values.add(o);
                            flag = true;
                            break;
            for (String s : DateUtils.getTimeLag(start)) {
                Map<String, Object> resultMap = new HashMap<>();
                resultMap.put("time", s);
                List<Map<String, Object>> deviceData = new ArrayList<>();
                for (Device device : devices) {
                    Map<String, Object> valueMap = new HashMap<>();
                    valueMap.put("name", device.getName());
                    valueMap.put("sensorValue", "0.0");
                    for (Map<String, Object> map : list) {
                        Object time = map.get("time");
                        Object sensorValue = map.get(sensorCode);
                        Object mac = map.get("mac");
                        if (s.equals(time) && device.getMac().equals(mac)) {
                            valueMap.put("sensorValue", sensorValue);
                        }
                    }
                    if (!flag) {
                        values.add("");
                    }
                    deviceData.add(valueMap);
                }
                resultMap.put(time, values);
                resultMap.put("deviceData", deviceData);
                result.add(resultMap);
            }
            result.add(resultMap);
        }
        return result;
    }

    @Override
    public List<Map<String, Object>> getTrendChartDataV2(Map<String, Object> params) {
        Object type = params.get("type");
        //设备mac
        List<String> macs = (List<String>) params.remove("macs");

        QueryWrapper<Device> queryWrapper = new QueryWrapper<>();
        queryWrapper.select("mac", "name").in("mac", macs);
        queryWrapper.orderByAsc("dev_num","name","id");
        List<Device> devices = deviceMapper.selectList(queryWrapper);
        Map<String,Object> devicesInfo = new HashMap<>();
        for (Device device:devices) {
            devicesInfo.put(device.getMac(),device.getName());
        }

        //所选时间
        List<String> times = (List<String>) params.remove("times");
        String startTime = times.get(0);
        String endTime = times.get(1);
        //因子code
        String sensorCode = params.get("sensorCode").toString();
        String end;
        String timeUnits;
        String dateFormat;
        //返回结果集,time=data
        List<Map<String, Object>> result = new ArrayList<>();
        List<Map<String, Object>> list = new ArrayList<>();
        if ("hour".equals(type)) {
            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN);
            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_EN);
            List<String> tableNames = MybatisPLUSUtils.getTableNamesByWrapper(startDate, endDate, SeparateTableType.MONTH);
            for (String mac:macs) {
                Map<String, Object> mapParams = new HashMap<>();
                mapParams.put("startDate",startDate);
                mapParams.put("endDate",endDate);
                mapParams.put("mac",mac);
                List<HistoryHourly> historyHourlies = multiTableQuery(mapParams, tableNames);
                historyHourlies = historyHourlies.stream().distinct().collect(Collectors.toList());
                List<HistoryHourly> distinctHistoryHourlies = new ArrayList<>();
                Map<String, Object> disMap = new HashMap<>();
                for (HistoryHourly historyHourly:historyHourlies) {
                    Date time = historyHourly.getTime();
                    String timeStr = DateUtils.dateToDateString(time,DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
                    if (!disMap.containsKey(timeStr)){
                        distinctHistoryHourlies.add(historyHourly);
                        disMap.put(timeStr,true);
                    }
                }
                for (HistoryHourly historyHourly:distinctHistoryHourlies) {
                    Map<String,Object> historyHourlyMap = new HashMap<>();
                    historyHourlyMap.put("mac",mac);
                    JSONObject  value= JSONObject.parseObject(historyHourly.getValue());
                    Double sensorValue = Objects.nonNull(value)&&Objects.nonNull(value.get(sensorCode))?Double.parseDouble(value.get(sensorCode).toString()):0d;
                    historyHourlyMap.put(sensorCode,sensorValue);
                    Date time = historyHourly.getTime();
                    String timeStr = DateUtils.dateToDateString(time, DateUtils.yyyy_MM_dd_HH_EN);
                    historyHourlyMap.put("time",timeStr);
                    list.add(historyHourlyMap);
                }
            }
            Date middleDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN);
            while (DateUtils.compareDateStr(endTime,DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN),DateUtils.yyyy_MM_dd_HH_EN)<=0){
                for (String mac:macs) {
                    boolean flag = true;
                    for (Map map:list) {
                        if (map.get("time").equals(DateUtils.dateToDateString(middleDate, DateUtils.yyyy_MM_dd_HH_EN)) && map.get("mac").toString().equals(mac.toString())){
                            flag = false;
                        }
                    }
                    if (flag){
                        Map<String,Object> historyHourlyMap = new HashMap<>();
                        historyHourlyMap.put("mac",mac);
                        historyHourlyMap.put(sensorCode,"0.0");
                        historyHourlyMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN));
                        list.add(historyHourlyMap);
                    }
                }
                middleDate = DateUtils.addHours(middleDate,1);
            }
        } else if ("day".equals(type)) {
            end = DateUtils.getDateAddDay(endTime,1);
            timeUnits = "daily";
            dateFormat = "%Y-%m-%d";
            params.put("timeUnits", timeUnits);
            params.put("start", startTime);
            params.put("end", end);
            params.put("macs", macs);
            params.put("dateFormat", dateFormat);
            //获取多设备指定因子数据
            list = deviceMapper.getTrendChartData(params);
            Date middleDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_EN);
            while (DateUtils.compareDateStr(endTime,DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN),DateUtils.yyyy_MM_dd_EN)<=0){
                for (String mac:macs) {
                    boolean flag = true;
                    for (Map map:list) {
                        if (map.get("time").equals(DateUtils.dateToDateString(middleDate, DateUtils.yyyy_MM_dd_EN)) && map.get("mac").toString().equals(mac.toString())){
                            flag = false;
                        }
                    }
                    if (flag){
                        Map<String,Object> historyDailyMap = new HashMap<>();
                        historyDailyMap.put("mac",mac);
                        historyDailyMap.put(sensorCode,"0.0");
                        historyDailyMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN));
                        list.add(historyDailyMap);
                    }
                }
                middleDate = DateUtils.addDays(middleDate,1);
            }
        } else if ("month".equals(type)){
            end = DateUtils.getDateAddMonth(endTime, 1);
            timeUnits = "monthly";
            dateFormat = "%Y-%m";
            params.put("timeUnits", timeUnits);
            params.put("start", startTime);
            params.put("end", end);
            params.put("macs", macs);
            params.put("dateFormat", dateFormat);
            //获取多设备指定因子数据
            list = deviceMapper.getTrendChartData(params);
            Date middleDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_EN);
            while (DateUtils.compareDateStr(endTime,DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN),DateUtils.yyyy_MM_EN)<=0){
                for (String mac:macs) {
                    boolean flag = true;
                    for (Map map:list) {
                        if (map.get("time").equals(DateUtils.dateToDateString(middleDate, DateUtils.yyyy_MM_EN)) && map.get("mac").toString().equals(mac.toString())){
                            flag = false;
                        }
                    }
                    if (flag){
                        Map<String,Object> historyMonthlyMap = new HashMap<>();
                        historyMonthlyMap.put("mac",mac);
                        historyMonthlyMap.put(sensorCode,"0.0");
                        historyMonthlyMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN));
                        list.add(historyMonthlyMap);
                    }
                }
                middleDate = DateUtils.addMonths(middleDate,1);
            }
        }else {
            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
            List<String> tableNames = MybatisPLUSUtils.getTableNamesByWrapper(startDate, endDate, SeparateTableType.MONTH);
/*            for (String mac:macs) {
                Map<String, Object> mapParams = new HashMap<>();
                mapParams.put("startDate",startDate);
                mapParams.put("endDate",endDate);
                mapParams.put("mac",mac);
                List<HistoryFiveMinutely> HistoryFiveMinutelys = FiveMinuteTableQuery(mapParams, tableNames);
                HistoryFiveMinutelys = HistoryFiveMinutelys.stream().distinct().collect(Collectors.toList());
                List<HistoryFiveMinutely> distinctHistoryHourlies = new ArrayList<>();
                Map<String, Object> disMap = new HashMap<>();
                for (HistoryFiveMinutely historyFiveMinutely:HistoryFiveMinutelys) {
                    Date time = historyFiveMinutely.getTime();
                    String timeStr = DateUtils.dateToDateString(time,DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
                    if (!disMap.containsKey(timeStr)){
                        distinctHistoryHourlies.add(historyFiveMinutely);
                        disMap.put(timeStr,true);
                    }
                }
                for (HistoryFiveMinutely historyFiveMinutely:distinctHistoryHourlies) {
                    Map<String,Object> historyHourlyMap = new HashMap<>();
                    historyHourlyMap.put("mac",mac);
                    JSONObject value = JSONObject.parseObject(historyFiveMinutely.getValue());
                    if (value.get(sensorCode)==null){
                        historyHourlyMap.put(sensorCode,0.0);
                    }else {
                        Double sensorValue = Double.parseDouble(value.get(sensorCode).toString());
                        historyHourlyMap.put(sensorCode,sensorValue);
                    }
//                    Double sensorValue = Double.parseDouble(value.get(sensorCode).toString());
//                    historyHourlyMap.put(sensorCode,sensorValue);
                    Date time = historyFiveMinutely.getTime();
                    String timeStr = DateUtils.dateToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
                    historyHourlyMap.put("time",timeStr);
                    list.add(historyHourlyMap);
                }
            }*/


            for (String mac:macs) {
                Map<String, Object> mapParams = new HashMap<>();
                mapParams.put("startDate",startDate);
                mapParams.put("endDate",endDate);
                mapParams.put("mac",mac);
                List<HistoryFiveMinutely> HistoryFiveMinutelys = FiveMinuteTableQuery(mapParams, tableNames);
                HistoryFiveMinutelys = HistoryFiveMinutelys.stream().distinct().collect(Collectors.toList());
                List<HistoryFiveMinutely> distinctHistoryHourlies = new ArrayList<>();
                Map<String, Object> disMap = new HashMap<>();
                for (HistoryFiveMinutely historyFiveMinutely:HistoryFiveMinutelys) {
                    Date time = historyFiveMinutely.getTime();
                    String timeStr = DateUtils.dateToDateString(time,DateUtils.yyyy_MM_dd_HH_mm_EN);
                    if (!disMap.containsKey(timeStr)){
                        distinctHistoryHourlies.add(historyFiveMinutely);
                        disMap.put(timeStr,true);
                    }
                }
                for (HistoryFiveMinutely historyFiveMinutely:distinctHistoryHourlies) {
                    Map<String,Object> historyHourlyMap = new HashMap<>();
                    historyHourlyMap.put("mac",mac);
                    JSONObject  value= JSONObject.parseObject(historyFiveMinutely.getValue());
                    Double sensorValue = Objects.nonNull(value)&&Objects.nonNull(value.get(sensorCode))?Double.parseDouble(value.get(sensorCode).toString()):0d;
                    historyHourlyMap.put(sensorCode,sensorValue);
                    Date time = historyFiveMinutely.getTime();
                    String timeStr = DateUtils.dateToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_EN);
                    historyHourlyMap.put("time",timeStr);
                    list.add(historyHourlyMap);
                }
            }
            Date middleDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_mm_EN);
            while (DateUtils.compareDateStr(endTime,DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_mm_EN),DateUtils.yyyy_MM_dd_HH_mm_EN)<=0){
                for (String mac:macs) {
                    boolean flag = true;
                    for (Map map:list) {
                        if (map.get("time").equals(DateUtils.dateToDateString(middleDate, DateUtils.yyyy_MM_dd_HH_mm_EN)) && map.get("mac").toString().equals(mac.toString())){
                            flag = false;
                        }
                    }
                    if (flag){
                        Map<String,Object> historyHourlyMap = new HashMap<>();
                        historyHourlyMap.put("mac",mac);
                        historyHourlyMap.put(sensorCode,"0.0");
                        historyHourlyMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_mm_EN));
                        list.add(historyHourlyMap);
                    }
                }
                middleDate = DateUtils.getDateOfMin(middleDate,5);
            }
        }
        for (Map map:list) {
            String time = map.get("time").toString();
            Map<String,Object> deviceMap = new HashMap<>();
            deviceMap.put("name",devicesInfo.get(map.get("mac")));
            deviceMap.put("sensorValue",map.get(sensorCode));
            if (result.size()>0){
                boolean flag = true;
                for (Map resultMap:result) {
                    if (resultMap.get("time").toString().equals(time)){
                        List<Map<String,Object>> deviceData = new ArrayList<>();
                        deviceData = (List<Map<String,Object>>)resultMap.get("deviceData");
                        deviceData.add(deviceMap);
                        Collections.sort(deviceData, (map1,map2) -> {
                            String name1 = map1.get("name").toString();//name1是从你list里面拿出来的一个
                            String name2 = map2.get("name").toString(); //name1是从你list里面拿出来的第二个name
                            return name1.compareTo(name2);
                        });
                        resultMap.put("deviceData",deviceData);
                        //result.add(resultMap);
                        flag = false;
                        break;
                    }
                }
                if (flag){
                    List<Map<String,Object>> deviceData = new ArrayList<>();
                    deviceData.add(deviceMap);
                    Collections.sort(deviceData, (map1,map2) -> {
                        String name1 = map1.get("name").toString();//name1是从你list里面拿出来的一个
                        String name2 = map2.get("name").toString(); //name1是从你list里面拿出来的第二个name
                        return name1.compareTo(name2);
                    });
                    Map<String,Object> resultMap = new HashMap<>();
                    resultMap.put("deviceData",deviceData);
                    resultMap.put("time",time);
                    result.add(resultMap);
                }
            }else {
                List<Map<String,Object>> deviceData = new ArrayList<>();
                deviceData.add(deviceMap);
                Collections.sort(deviceData, (map1,map2) -> {
                    String name1 = map1.get("name").toString();//name1是从你list里面拿出来的一个
                    String name2 = map2.get("name").toString(); //name1是从你list里面拿出来的第二个name
                    return name1.compareTo(name2);
                });
                Map<String,Object> resultMap = new HashMap<>();
                resultMap.put("deviceData",deviceData);
                resultMap.put("time",time);
                result.add(resultMap);
            }
        }
        Collections.sort(result, 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);
            }

        });
        return result;
    }

    @Override
    public Device getDeviceByMac(String mac) {
        Map<String, Object> deviceMap = (Map<String, Object>) redisTemplate.opsForHash().get(RedisConstants.DEVICE, mac);
        Device device = JSON.parseObject(JSON.toJSONString(deviceMap), Device.class);
        //从map获取organizationId和monitorPointId以及versionId
        Map<String, Object> organizationMap = (Map<String, Object>) deviceMap.get("organization");
        Map<String, Object> monitorPointMap = (Map<String, Object>) deviceMap.get("monitorPoint");
        Map<String, Object> versionMap = (Map<String, Object>) deviceMap.get("version");
        device.setDeviceVersionId((Integer) versionMap.get("id"));
        device.setOrganizationId((Integer) organizationMap.get("id"));
        device.setMonitorPointId((Integer) monitorPointMap.get("id"));
        //如果缓存为空则查询数据库
        if (ObjectUtils.isEmpty(device)) {
            return getDeviceByMacFromDB(mac);
        }
        return device;
    }

    @Override
    public List<Map<String, Object>> getDevicesByOrganizationId(Integer orgId) {
        //从数据库获取mac
        List macs = getMacsByOrganizationId(orgId);
        //从redis获取设备详细信息
        List<Map<String, Object>> result = new ArrayList<>();
        for (Object mac : macs) {
            Map<String, Object> map = (Map<String, Object>) redisTemplate.opsForHash().get(RedisConstants.DEVICE, mac.toString());
            result.add(map);
        }
        return result;
    }

    @Override
    public List getMacsByOrganizationId(Integer organizationId) {
        QueryWrapper<Device> queryWrapper = new QueryWrapper<>();
        queryWrapper.select("mac")
                .eq("organization_id", organizationId)
                .eq("is_delete", Constants.NOT_DELETE);
        return deviceMapper.selectObjs(queryWrapper);
    }

    @Override
    public List getMacMonitorPointId(Integer monitorPointId) {
        QueryWrapper<Device> queryWrapper = new QueryWrapper<>();
        queryWrapper.select("mac")
                .eq("monitor_point_id", monitorPointId)
                .eq("is_delete", Constants.NOT_DELETE);
        return deviceMapper.selectObjs(queryWrapper);
    }

    @Override
    public List getMacsByOrgIdAndRegionCode(Integer organizationId, Integer regionCode) {
        QueryWrapper<Device> queryWrapper = new QueryWrapper<>();
        queryWrapper.select("mac")
                .eq("organization_id", organizationId)
                .eq("is_delete", Constants.NOT_DELETE)
                .eq("town_code", regionCode);
        return deviceMapper.selectObjs(queryWrapper);
    }

    @Override
    public Device getDeviceUnitAlramInforByMac(String mac) {
        Device device = (Device) redisTemplate.opsForHash().get(RedisConstants.DEVICE_INFO,mac);
        if(device==null)
            return getDeviceUnitAlramInforByMacFromDb(mac);
        return device;
    }

    /**
     * 模糊查询
     *
     * @param mac
     * @return
     */
    @Override
    public List<AppDeviceVo> getFuzzySearch(String mac) {
        QxUser user = UserHelper.getCurrentUser();
        Integer organizationId = user.getOrganizationId();
//        Integer organizationId = 24;
        List<AppDeviceVo> devices;
        if (organizationId!=24){
             devices = deviceMapper.getDevices(mac,organizationId);
        }else {
             devices = deviceMapper.getDevices(mac,null);
        }
        return devices;
    }


    /**
     * 根据站点查询设备
     *
     * @param id
     * @return
     */
    @Override
    public List<Device> getOrganizationDevice(Integer id) {
        LambdaQueryWrapper<Device> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Device::getMonitorPointId,id);
        wrapper.eq(Device::getIsDelete,Constants.NOT_DELETE);
        wrapper.orderByAsc(Device::getCreateTime);
        List<Device> devices = deviceMapper.selectList(wrapper);
        return devices;
    }

    /**
     * 在线率
     * @param onlineRatePageCond
     * @return
     */
    @Override
    public List<OnlineRateVo> getPage(OnlineRatePageCond onlineRatePageCond) {
        int nh = 1000 * 60 * 60;
        String startTime = onlineRatePageCond.getStartTime();
        String endTime = onlineRatePageCond.getEndTime();
        Date start = DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_HH_EN);
        Date end = DateUtils.getDate(endTime, DateUtils.yyyy_MM_dd_HH_EN);
        long diff = end.getTime() - start.getTime(); //获取毫秒
        long hour = (diff / nh)+1; //获取间隔几个小时

        Map<String, List<OnlineRateVo>> collectList=new HashMap<>();
//        List<OnlineRateVo> OnlineRateVoList = deviceMapper.getLists(onlineRatePageCond.getOrganizationId(),onlineRatePageCond.getState());
        List<OnlineRateVo> OnlineRateVoList = deviceMapper.getLists(onlineRatePageCond.getMacs(),onlineRatePageCond.getState());
        if (!ObjectUtils.isEmpty(OnlineRateVoList)){

            for (OnlineRateVo onlineRateVo : OnlineRateVoList) {
                List<HistoryHourly> valueByMacAndTime = historyHourlyService.getValueByMacAndTime(onlineRateVo.getMac(), start, end);
                ArrayList<Date> dates = new ArrayList<>();
                //离线时间
                ArrayList<Date> dates1 = new ArrayList<>();
                //上线时间
                ArrayList<Date> dates2 = new ArrayList<>();
                ArrayList<Integer> list = new ArrayList<>();
                Date start1 = DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_HH_EN);
                if (!ObjectUtils.isEmpty(valueByMacAndTime)){
                    //数据去重
                    ArrayList<HistoryHourly> collects = valueByMacAndTime.stream().collect(
                            Collectors.collectingAndThen(Collectors.toCollection(
                                    () -> new TreeSet<>(Comparator.comparing(p -> p.getTime()))), ArrayList::new)
                    );

                    for (HistoryHourly historyHourly : collects) {
                        dates.add(historyHourly.getTime());
                    }
                    boolean flag= true;
                    int i = 0;
                    while (DateUtils.isTimeBeforE(end,start1)){
                        if (dates.contains(start1)){
                            if (flag){
                                list.add(i);
                            }else {
                                i++;
                                list.add(i);
                                dates2.add(start1);
                                flag= true;
                            }
                        }else {
                            if (flag){
                                i++;
                                list.add(i);
                                dates1.add(start1);
                                flag=false;
                            }else {
                                list.add(i);
                            }
                        }
                        start1 = DateUtils.getDateAddHour(start1,1);
                    }
                    if (!ObjectUtils.isEmpty(dates1)){
                        if (dates1.size()>dates2.size()){
                            onlineRateVo.setEndTime(DateUtils.dateToDateString(dates1.get(dates1.size()-1)));
                            onlineRateVo.setStartTime("-");
                            onlineRateVo.setHourState("0");
                        }else {
                            onlineRateVo.setStartTime(DateUtils.dateToDateString(dates2.get(dates2.size()-1)));
                            onlineRateVo.setEndTime(DateUtils.dateToDateString(dates1.get(dates1.size()-1)));
                            onlineRateVo.setHourState("1");
                        }
                    }else {
                        onlineRateVo.setHourState("1");
                    }
//                    if (!ObjectUtils.isEmpty(dates2)){
//                        onlineRateVo.setStartTime(DateUtils.dateToDateString(dates2.get(dates2.size()-1)));
//                    }
//                    if (!ObjectUtils.isEmpty(dates1)){
//                        onlineRateVo.setEndTime(DateUtils.dateToDateString(dates1.get(dates1.size()-1)));
//                    }
                    onlineRateVo.setNum(dates1.size()+"");
                    onlineRateVo.setOnlineTime(collects.size());
                    double number = (double) collects.size() / hour * 100;
                    String result = String.format("%.2f", number);
                    onlineRateVo.setOnlineRate(result);
                }
            }

        }
     /*   Page<OnlineRateVo> page = deviceMapper.getPage(onlineRatePageCond.getPage().convertPage(), onlineRatePageCond.getOrganizationId());
        if(CollectionUtils.isNotEmpty(page.getRecords())){
            page.getRecords().forEach(it->{
                Date start1 = DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
                List<HistoryHourly> valueByMacAndTime = historyHourlyService.getValueByMacAndTime(it.getMac(), start, end);
                ArrayList<Date> dates = new ArrayList<>();
                ArrayList<Date> dates1 = new ArrayList<>();
                ArrayList<Date> dates2 = new ArrayList<>();

                ArrayList<Integer> list = new ArrayList<>();
                if (!ObjectUtils.isEmpty(valueByMacAndTime)){
                    for (HistoryHourly historyHourly : valueByMacAndTime) {
                        dates.add(historyHourly.getTime());
                    }
                    boolean flag= true;
                    int i = 0;
                    while (DateUtils.isTimeBeforE(end,start1)){
                    if (dates.contains(start1)){
                        if (flag){
                          list.add(i);
                        }else {
                          i++;
                          list.add(i);
                          dates2.add(start1);
                          flag= true;
                        }
                    }else {
                        if (flag){
                            i++;
                            list.add(i);
                            dates1.add(start1);
                            flag=false;
                        }else {
                          list.add(i);
                        }
                    }
                        start1 = DateUtils.getDateAddHour(start1,1);
                    }
                    if (!ObjectUtils.isEmpty(dates2)){
                        it.setStartTime(DateUtils.dateToDateString(dates2.get(dates2.size()-1)));
                    }
                    if (!ObjectUtils.isEmpty(dates1)){
                        it.setEndTime(DateUtils.dateToDateString(dates1.get(dates1.size()-1)));
                    }
//                    it.setEndTime(DateUtils.dateToDateString(dates1.get(dates1.size()-1)));
                    it.setNum(dates1.size()+"");
                    it.setOnlineTime(valueByMacAndTime.size());
                    double number = (double) valueByMacAndTime.size() / hour * 100;
                    String result = String.format("%.2f", number);
                    it.setOnlineRate(result+"%");
                }
            });
        }*/
        if (!ObjectUtils.isEmpty(OnlineRateVoList)){
            collectList = OnlineRateVoList.stream().collect(Collectors.groupingBy(OnlineRateVo::getHourState));
        }
        return ObjectUtils.isEmpty(onlineRatePageCond.getHourState())?OnlineRateVoList:collectList.get(onlineRatePageCond.getHourState());
    }

    /**
     * 设备在线率详情
     *
     * @param mac
     * @param startTime
     * @param endTime
     * @param type
     * @return
     */
    @Override
    public Map<String,Object> detail(String mac, String startTime, String endTime, String type) {
        int nh = 1000 * 60 * 60;
        long nd = 1000 * 24 * 60 * 60;
        long nm = 1000 * 60;
        HashMap<String, Object> rsMap = new HashMap<>();
        Map<String, Object> map = new TreeMap<>(
                new Comparator<String>() {
                    @Override
                    public int compare(String o1, String o2) {
                        return o1.compareTo(o2);
                    }
                }
        );
//        HashMap<String, Object> map = new HashMap<>();
        //离线数据
        ArrayList<Date> EndDates = new ArrayList<>();
        //在线数据
        ArrayList<Date> StartDates = new ArrayList<>();
        ArrayList<Date> dates = new ArrayList<>();

        if (type.equals("hour")){
            Date start = DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_HH_EN);
            Date end = DateUtils.getDate(endTime, DateUtils.yyyy_MM_dd_HH_EN);
            List<HistoryHourly> valueByMacAndTime = historyHourlyService.getValueByMacAndTime(mac, start, end);

            if (!ObjectUtils.isEmpty(valueByMacAndTime)){

                //数据去重
                ArrayList<HistoryHourly> collect = valueByMacAndTime.stream().collect(
                        Collectors.collectingAndThen(Collectors.toCollection(
                                () -> new TreeSet<>(Comparator.comparing(p -> p.getTime()))), ArrayList::new)
                );
                for (HistoryHourly historyHourly : collect) {
                    map.put(DateUtils.dateToDateString(historyHourly.getTime()),1);
                    dates.add(historyHourly.getTime());
                }
                boolean flag= true;
                while (DateUtils.isTimeBeforE(end,start)){
                    if (dates.contains(start)){
                        if (!flag){
                            StartDates.add(start);
                            flag= true;
                        }
                    }else {
                        if (flag){
                            Date date = new Date();
                            String dateString = DateUtils.dateToDateString(date, DateUtils.yyyy_MM_dd_HH_EN);
                            Date date1 = DateUtils.getDate(dateString, DateUtils.yyyy_MM_dd_HH_EN);
                            if (!date1.equals(start)){
                                EndDates.add(start);
                                flag=false;
                            }
                        }
                        map.put(DateUtils.dateToDateString(start),0);
                    }
                    start = DateUtils.getDateAddHour(start,1);
                }
            }else {
                while (DateUtils.isTimeBeforE(end,start)){
                    map.put(DateUtils.dateToDateString(start),0);
                    start = DateUtils.getDateAddHour(start,1);
                }
            }
            //表格
            ArrayList<OnlineRateLogsForm> OrfList = new ArrayList<>();
            if (!ObjectUtils.isEmpty(EndDates)){
                for (int i = 0; i < EndDates.size(); i++) {
                    OnlineRateLogsForm onlineRateLogsForm = new OnlineRateLogsForm();
                    onlineRateLogsForm.setEndTime(DateUtils.dateToDateString(EndDates.get(i)));
//                    onlineRateLogsForm.setStartTime(ObjectUtils.isEmpty(StartDates)?"-":DateUtils.dateToDateString(StartDates.get(i)));
                    if (ObjectUtils.isEmpty(StartDates)){
                        onlineRateLogsForm.setStartTime("-");
                        onlineRateLogsForm.setMun("-");
                    }else {
                        if (EndDates.size()>StartDates.size()&& i==EndDates.size()-1){
                            onlineRateLogsForm.setStartTime("-");
                            onlineRateLogsForm.setMun("-");
                        }else {
                            onlineRateLogsForm.setStartTime(DateUtils.dateToDateString(StartDates.get(i)));
                            long l = EndDates.get(i).getTime() - StartDates.get(i).getTime();
                            onlineRateLogsForm.setMun(Long.toString(Math.abs(l/nh)));

                        }
                    }

                    onlineRateLogsForm.setDate("小时");
                    OrfList.add(onlineRateLogsForm);
                }
            }
            //折线图
            ArrayList<String> list1 = new ArrayList<>();
            ArrayList<Integer> list2 = new ArrayList<>();
            Set<String> strings = map.keySet();
            for (String string : strings) {
                list1.add(string);
                list2.add(Integer.parseInt(map.get(string).toString()));
            }
            rsMap.put("lineChart1",list1);
            rsMap.put("lineChart2",list2);
            rsMap.put("tabulation",OrfList);
            //离线多少个小时
            int endNumber = map.size() - dates.size();
            rsMap.put("pieChart1",endNumber);
            rsMap.put("pieChart2",dates.size());
            rsMap.put("sum",map.size());

        } else if (type.equals("day")){
            Date start = DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_EN);
            Date end = DateUtils.getDate(endTime, DateUtils.yyyy_MM_dd_EN);
            List<HistoryDaily> historyDailys = historyDailyService.getHistoryDailyByMacAndTimeSlot(mac, start, end);
            if (!ObjectUtils.isEmpty(historyDailys)){
                //数据去重
                ArrayList<HistoryDaily> collects = historyDailys.stream().collect(
                        Collectors.collectingAndThen(Collectors.toCollection(
                                () -> new TreeSet<>(Comparator.comparing(p -> p.getTime()))), ArrayList::new)
                );
                for (HistoryDaily historyDaily : collects) {
                    map.put(DateUtils.dateToDateString(historyDaily.getTime()),1);
                    dates.add(historyDaily.getTime());
                }
                boolean flag= true;
                while (DateUtils.isTimeBeforE(end,start)){
                    if (dates.contains(start)){
                        if (!flag){
                            StartDates.add(start);
                            flag= true;
                        }
                    }else {
                        if (flag){
                            EndDates.add(start);
                            flag=false;
                        }
                        map.put(DateUtils.dateToDateString(start),0);
                    }
                    start = DateUtils.getDateOfDay(start,1);
                }
            }else {
                while (DateUtils.isTimeBeforE(end,start)){
                    map.put(DateUtils.dateToDateString(start),0);
                    start = DateUtils.getDateOfDay(start,1);
                }
            }
            //表格
            ArrayList<OnlineRateLogsForm> OrfList = new ArrayList<>();
            if (!ObjectUtils.isEmpty(EndDates)){
                for (int i = 0; i < EndDates.size(); i++) {
                    OnlineRateLogsForm onlineRateLogsForm = new OnlineRateLogsForm();
                    onlineRateLogsForm.setEndTime(DateUtils.dateToDateString(EndDates.get(i)));
//                    onlineRateLogsForm.setStartTime(ObjectUtils.isEmpty(StartDates)?"-":DateUtils.dateToDateString(StartDates.get(i)));
                    if (ObjectUtils.isEmpty(StartDates)){
                        onlineRateLogsForm.setStartTime("-");
                        onlineRateLogsForm.setMun("-");
                    }else {
                        if (EndDates.size()>StartDates.size()&& i==EndDates.size()-1){
                            onlineRateLogsForm.setStartTime("-");
                            onlineRateLogsForm.setMun("-");
                        }else {
                            onlineRateLogsForm.setStartTime(DateUtils.dateToDateString(StartDates.get(i)));
                            long l = EndDates.get(i).getTime() - StartDates.get(i).getTime();
                            onlineRateLogsForm.setMun(Long.toString(Math.abs(l/nd)));
                        }
                    }
                    onlineRateLogsForm.setDate("天");
                    OrfList.add(onlineRateLogsForm);
                }
            }
            //折线图
            ArrayList<String> list1 = new ArrayList<>();
            ArrayList<Integer> list2 = new ArrayList<>();
            Set<String> strings = map.keySet();
            for (String string : strings) {
                list1.add(string);
                list2.add(Integer.parseInt(map.get(string).toString()));
            }

            rsMap.put("lineChart1",list1);
            rsMap.put("lineChart2",list2);
            rsMap.put("tabulation",OrfList);
            //离线多少天
            int endNumber = map.size() - dates.size();
            rsMap.put("pieChart1",endNumber);
            rsMap.put("pieChart2",dates.size());
            rsMap.put("sum",map.size());
        }else {
            Date start = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_mm_EN);
            Date end = DateUtils.getDate(endTime, DateUtils.yyyy_MM_dd_HH_mm_EN);
            Date date = new Date();
            String dateString = DateUtils.dateToDateString(date, DateUtils.yyyy_MM_dd_HH_mm_EN);
            Date date1 = DateUtils.getDate(dateString, DateUtils.yyyy_MM_dd_HH_mm_EN);
            if (end.equals(date1)){
                String dateOfMin = DateUtils.getDateOfMin(dateString, -1, DateUtils.yyyy_MM_dd_HH_mm_EN);
                end = DateUtils.getDate(dateOfMin, DateUtils.yyyy_MM_dd_HH_mm_EN);
            }
            List<HistoryMinutely> historyMinutelys = historyHourlyService.getHistoryMinutely(mac, start, end);
            if (!ObjectUtils.isEmpty(historyMinutelys)){
                //数据去重
                ArrayList<HistoryMinutely> collects = historyMinutelys.stream().collect(
                        Collectors.collectingAndThen(Collectors.toCollection(
                                () -> new TreeSet<>(Comparator.comparing(p -> p.getTime()))), ArrayList::new)
                );
                for (HistoryMinutely historyMinutely : collects) {
                    map.put(DateUtils.dateToDateString(historyMinutely.getTime()),1);
                    dates.add(historyMinutely.getTime());
                }
                boolean flag= true;
                while (DateUtils.isTimeBeforE(end,start)){
                    if (dates.contains(start)){
                        if (!flag){
                            StartDates.add(start);
                            flag= true;
                        }
                    }else {
                        if (flag){
                            EndDates.add(start);
                            flag=false;
                        }
                        map.put(DateUtils.dateToDateString(start),0);
                    }
                    start = DateUtils.getDateOfMin(start,1);
                }
            }else {
                while (DateUtils.isTimeBeforE(end,start)){
                    map.put(DateUtils.dateToDateString(start),0);
                    start = DateUtils.getDateOfMin(start,1);
                }
            }
            //表格
            ArrayList<OnlineRateLogsForm> OrfList = new ArrayList<>();
            if (!ObjectUtils.isEmpty(EndDates)){
                for (int i = 0; i < EndDates.size(); i++) {
                    OnlineRateLogsForm onlineRateLogsForm = new OnlineRateLogsForm();
                    onlineRateLogsForm.setEndTime(DateUtils.dateToDateString(EndDates.get(i)));
//                    onlineRateLogsForm.setStartTime(ObjectUtils.isEmpty(StartDates)?"-":DateUtils.dateToDateString(StartDates.get(i)));
                    if (ObjectUtils.isEmpty(StartDates)){
                        onlineRateLogsForm.setStartTime("-");
                        onlineRateLogsForm.setMun("-");
                    }else {
                        if (EndDates.size()>StartDates.size()&& i==EndDates.size()-1){
                            onlineRateLogsForm.setStartTime("-");
                            onlineRateLogsForm.setMun("-");
                        }else {
                            onlineRateLogsForm.setStartTime(DateUtils.dateToDateString(StartDates.get(i)));
                            long l = EndDates.get(i).getTime() - StartDates.get(i).getTime();
                            onlineRateLogsForm.setMun(Long.toString(Math.abs(l/nm)));
                        }
                    }
                    onlineRateLogsForm.setDate("分钟");
                    OrfList.add(onlineRateLogsForm);
                }
            }
            //折线图
            ArrayList<String> list1 = new ArrayList<>();
            ArrayList<Integer> list2 = new ArrayList<>();
            Set<String> strings = map.keySet();
            for (String string : strings) {
                list1.add(string);
                list2.add(Integer.parseInt(map.get(string).toString()));
            }
            rsMap.put("lineChart1",list1);
            rsMap.put("lineChart2",list2);
            rsMap.put("tabulation",OrfList);
            //离线多少天
            int endNumber = map.size() - dates.size();
            rsMap.put("pieChart1",endNumber);
            rsMap.put("pieChart2",dates.size());
            rsMap.put("sum",map.size());
        }
        return rsMap;
    }

    @Override
    public Map<String,Object> getStart(List<String> macs) {
        HashMap<String, Object> map = new HashMap<>();
        List<OnlineRateVo> lists = deviceMapper.getLists(macs, null);
        if (!ObjectUtils.isEmpty(lists)){
            Map<String, List<OnlineRateVo>> collect = lists.stream().collect(Collectors.groupingBy(OnlineRateVo::getState));
            int size1 = lists.size();
            List<OnlineRateVo> onlineRateVos = collect.get("0");
            int i ;
            if (!ObjectUtils.isEmpty(onlineRateVos)){
                int size = onlineRateVos.size();
                 i = size1 - size;
            }else {
                 i= size1;
            }
            //总数
            map.put("sum",lists.size());
            //在线
            map.put("online",i);
            double number = (double) i / size1 * 100;
            String result = String.format("%.2f", number);
            map.put("onlineRate",result);
        }
        return map;
    }

    @Override
    public Map<String, Object> detailV1(String mac, String startTime, String endTime, String type) {
        HashMap<String, Object> rsMap = new HashMap<>();
        Map<String, Object> map = new TreeMap<>(
                new Comparator<String>() {
                    @Override
                    public int compare(String o1, String o2) {
                        return o1.compareTo(o2);
                    }
                }
        );
        //离线数据
        ArrayList<Date> EndDates = new ArrayList<>();
        //在线数据
        ArrayList<Date> StartDates = new ArrayList<>();
        ArrayList<Date> dates = new ArrayList<>();
        if (type.equals("hour")){
            Date start = DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_HH_EN);
            Date end = DateUtils.getDate(endTime, DateUtils.yyyy_MM_dd_HH_EN);
            List<HistoryHourly> valueByMacAndTime = historyHourlyService.getValueByMacAndTime(mac, start, end);
            if (!ObjectUtils.isEmpty(valueByMacAndTime)){
                //数据去重
                ArrayList<HistoryHourly> collect = valueByMacAndTime.stream().collect(
                        Collectors.collectingAndThen(Collectors.toCollection(
                                () -> new TreeSet<>(Comparator.comparing(p -> p.getTime()))), ArrayList::new)
                );
                for (HistoryHourly historyHourly : collect) {
                    map.put(DateUtils.dateToDateString(historyHourly.getTime()),1);
                    dates.add(historyHourly.getTime());
                }
             setCode(end,start,dates,StartDates,EndDates,map,type);
            }
            //表格
            List<OnlineRateLogsForm> OrfList = getList(EndDates, StartDates, type);
            //折线图
            ArrayList<String> list1 = new ArrayList<>();
            ArrayList<Integer> list2 = new ArrayList<>();
            Set<String> strings = map.keySet();
            for (String string : strings) {
                list1.add(string);
                list2.add(Integer.parseInt(map.get(string).toString()));
            }
            rsMap.put("lineChart1",list1);
            rsMap.put("lineChart2",list2);
            rsMap.put("tabulation",OrfList);
            //离线多少个小时
            int endNumber = map.size() - dates.size();
            double number = (double) dates.size() / map.size() * 100;
            String result = String.format("%.2f", number);
            rsMap.put("pieChart1",endNumber);
            rsMap.put("pieChart2",dates.size());
            rsMap.put("code","共"+map.size()+"小时，"+"在线"+dates.size()+"小时，"+"在线率"+(result.equals("NaN")?"0":result));

        }else if (type.equals("day")){

        }else {

        }
        return null;
    }

    private Device getDeviceUnitAlramInforByMacFromDb(String mac){
        QueryWrapper<Device> wrapper = new QueryWrapper<>();
        wrapper.eq("mac",mac);
        wrapper.eq("is_delete",Constants.NOT_DELETE);
        Device device = deviceMapper.selectOne(wrapper);
        if(device==null)
            return null;
        QueryWrapper<OrganizationUnitAlarm> unitAlarmQueryWrapper = new QueryWrapper<>();
        unitAlarmQueryWrapper.eq("organization_id",device.getOrganizationId());
        unitAlarmQueryWrapper.eq("version_id",device.getDeviceVersionId());
        unitAlarmQueryWrapper.eq("is_delete",Constants.NOT_DELETE);
        List<OrganizationUnitAlarm> organizationUnitAlarms = organizationUnitAlarmMapper.selectList(unitAlarmQueryWrapper);
        Version version = new Version();
        version.setId(device.getDeviceVersionId());
        List<Sensor> sensors = new ArrayList<>();
        for (OrganizationUnitAlarm organizationUnitAlarm : organizationUnitAlarms) {
            Sensor sensor = sensorService.getSensorByCode(organizationUnitAlarm.getSensorCode());
            sensor.setUnit(organizationUnitAlarm.getUnitKey());
            sensor.setShowUnit(organizationUnitAlarm.getShowUnitKey());
            sensor.setShowUnitKey(organizationUnitAlarm.getShowUnitKey());
            sensor.setUnitKey(organizationUnitAlarm.getUnitKey());
            sensor.setAlarmLevel(organizationUnitAlarm.getAlarmLevel());
            String formula = unitConversionService.getFormula(Integer.valueOf(organizationUnitAlarm.getUnitKey()), Integer.valueOf(organizationUnitAlarm.getShowUnitKey()),sensor.getCode());
            sensor.setFormula(formula);
            sensors.add(sensor);
        }
        version.setSensors(sensors);
        device.setVersion(version);
        redisTemplate.opsForHash().put(RedisConstants.DEVICE_INFO,mac,device);
        return device;
    }

    private Device getDeviceByMacFromDB(String mac) {
        QueryWrapper<Device> wrapper = new QueryWrapper<>();
        wrapper.eq("mac", mac);
        wrapper.eq("is_delete", Constants.NOT_DELETE);
        return deviceMapper.selectOne(wrapper);
    }

    /**
     * @Description: 多表查询，传入表名集合，以及条件wrapper，返回数据
     * @Param: [wrapper, tableNames]
     * @return: java.util.List<com.moral.api.entity.HistoryHourly>
     * @Author: 陈凯裕
     * @Date: 2021/9/23
     */
    private List<HistoryHourly> multiTableQuery(Map<String, Object> params, List<String> tableNames) {
        List<HistoryHourly> result = new ArrayList<>();
        for (String tableName : tableNames) {
            params.put("table",tableName);
            List<HistoryHourly> datas = historyHourlyMapper.listResult(params);
            result.addAll(datas);
        }
        return result;
    }

    private List<HistoryFiveMinutely> FiveMinuteTableQuery(Map<String, Object> params, List<String> tableNames) {
        List<HistoryFiveMinutely> result = new ArrayList<>();
        for (String tableName : tableNames) {
            params.put("table",tableName);
            List<HistoryFiveMinutely> datas = historyFiveMinutelyMapper.listResult(params);
            result.addAll(datas);
        }
        return result;
    }


    private void setCode(Date end,Date start,ArrayList<Date> dates,ArrayList<Date> StartDates,ArrayList<Date> EndDates,Map<String,Object> map,String type){
        boolean flag= true;
        while (DateUtils.isTimeBeforE(end,start)){
            if (dates.contains(start)){
                if (!flag){
                    StartDates.add(start);
                    flag= true;
                }
            }else {
                if (flag){
                    EndDates.add(start);
                    flag=false;
                }
                map.put(DateUtils.dateToDateString(start),0);
            }
            if (type.equals("hour")){
                start = DateUtils.getDateAddHour(start,1);
            }else if (type.equals("day")){
                start = DateUtils.getDateOfDay(start,1);
            }else {
                start = DateUtils.getDateOfMin(start,1);
            }
        }
    }

    private List<OnlineRateLogsForm>  getList(ArrayList<Date> EndDates,ArrayList<Date> StartDates,String type){
        int nh = 1000 * 60 * 60;
        long nd = 1000 * 24 * 60 * 60;
        long nm = 1000 * 60;
        ArrayList<OnlineRateLogsForm> OrfList = new ArrayList<>();
        if (!ObjectUtils.isEmpty(EndDates)){
            for (int i = 0; i < EndDates.size(); i++) {
                OnlineRateLogsForm onlineRateLogsForm = new OnlineRateLogsForm();
                onlineRateLogsForm.setEndTime(DateUtils.dateToDateString(EndDates.get(i)));
                if (ObjectUtils.isEmpty(StartDates)){
                    onlineRateLogsForm.setStartTime("-");
                    onlineRateLogsForm.setMun("-");
                }else {
                    if (EndDates.size()>StartDates.size()&& i==EndDates.size()-1){
                        onlineRateLogsForm.setStartTime("-");
                        onlineRateLogsForm.setMun("-");
                    }else {
                        onlineRateLogsForm.setStartTime(DateUtils.dateToDateString(StartDates.get(i)));
                        long l = EndDates.get(i).getTime() - StartDates.get(i).getTime();
                        if (type.equals("hour")){
                            onlineRateLogsForm.setMun(Long.toString(Math.abs(l/nh)));
                        }else if (type.equals("day")){
                            onlineRateLogsForm.setMun(Long.toString(Math.abs(l/nd)));
                        }else {
                            onlineRateLogsForm.setMun(Long.toString(Math.abs(l/nm)));
                        }
                    }
                }
                OrfList.add(onlineRateLogsForm);
            }
        }
        return OrfList;
    }
    private boolean subStr(String mac){
        if(StringUtils.isNotEmpty(mac)&&mac.contains(",avg")){
            return true;
        }
        return false;
    }
}