走航车轨迹区域数据显示

jinpengyong

2020-12-18 b6b10b7d89092147ebd5ae1d3cc318205206ab8a

 src/main/java/com/moral/controller/ScreenController.java

@@ -2,8 +2,11 @@

import java.io.*;
import java.lang.reflect.Array;
import java.math.BigDecimal;
import java.net.URLEncoder;
import java.text.DateFormat;
import java.text.DecimalFormat;
import java.text.ParseException;
import java.text.SimpleDateFormat;
import java.time.LocalDateTime;
import java.time.format.DateTimeFormatter;
@@ -17,6 +20,7 @@
import com.alibaba.fastjson.JSONArray;

import com.alibaba.fastjson.JSONObject;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.googlecode.aviator.AviatorEvaluator;
import com.googlecode.aviator.Expression;
import com.moral.common.bean.Constants;
@@ -34,17 +38,21 @@
import com.moral.entity.alarm.AlarmSensorLevel;
import com.moral.entity.charts.DataSortCondition;
import com.moral.entity.layout.RealTimeDeviceLayout;
import com.moral.mapper.HistoryMapper;
import com.moral.service.*;
import com.moral.util.*;

import com.rabbitmq.client.*;
import com.rabbitmq.client.Channel;

import io.swagger.annotations.Api;
import io.swagger.annotations.ApiImplicitParam;
import io.swagger.annotations.ApiImplicitParams;
import io.swagger.annotations.ApiOperation;
import io.swagger.models.auth.In;
import jdk.nashorn.internal.runtime.regexp.joni.Regex;
import net.sf.json.JSONString;

import org.apache.commons.collections.CollectionUtils;
import org.apache.commons.collections.MapUtils;
import org.apache.commons.net.ftp.FTPClient;
@@ -69,6 +77,7 @@
import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.servlet.ModelAndView;
import org.xml.sax.InputSource;

import static com.moral.common.util.ResourceUtil.getValue;
import static com.moral.common.util.WebUtils.getParametersStartingWith;
import static java.util.Calendar.*;
@@ -83,6 +92,9 @@
@Api(tags = "Screen", description = "大屏接口")
public class ScreenController {
    public static Logger log = Logger.getLogger(ScreenController.class);

    @Resource
    private HistoryMapper historyMapper;
    @Resource
    AlarmConfigService alarmConfigService;
    @Resource
@@ -164,6 +176,16 @@

    @Resource
    private ScreenVersionService screenVersionService;

    @Resource
    private DeviceAdjustValueTimingService deviceAdjustValueTimingService;

    @Resource
    private PollutioSourcePointService pollutioSourcePointService;

    @Resource
    private HistoryFiveMinutelyService historyFiveMinutelyService;

    /**
     * Screen login. 大屏登录
     *
@@ -691,6 +713,9 @@
        //该方法用于判断时间是具体到年月日
        ParameterUtils.getTimeType4Time(parameters);
        String time1 = (String) parameters.get("time");
        time1 = time1.replaceAll(" ", "");
        parameters.put("time", time1);

        String mac1 = (String) parameters.get("mac");
        List<Map<String, Object>> list = null;
        if (mac1 != null && mac1.equals("p5dnd7a0392018") && time1.substring(0, 4).equals("2019")) {
@@ -701,13 +726,49 @@
            parameters.put("sensors", Arrays.asList(sensorKey));
            // monitorPointService.isCompensateCalculation(parameters);
            list = historyMinutelyService.getMonitorPointOrDeviceAvgData(parameters);
            /* 0点的数据是昨天11点到今天0点的，界面显示1-24点的，所以不需要0点的数据，但需要单独查询24点的数据
                因为改动以前24点的数据是23-24，现在24点的数据是第二天0点的数据，
             */
            /*改动范围start-------------------------------------------------------------------------*/
            Iterator<Map<String, Object>> iterator = list.iterator();
            while (iterator.hasNext()) {
                Map<String, Object> next = iterator.next();
                String hour = next.get("time").toString().substring(11, 13);
                if ("00".equals(hour)) {
                    iterator.remove();
                }
            }
            SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
            SimpleDateFormat sdf2 = new SimpleDateFormat("yyyy-MM-dd");
            //获取全格式时间yyyy-MM-dd HH:mm:ss
            time1 = time1 + " 00:00:00";
            Date date = sdf.parse(time1);
            date = DateUtil.rollDay(date, 1);
            //将全格式时间截取
            String time2 = sdf2.format(date);
            parameters.put("time", time2);
            /*查询第二天0点的数据，以24点的形式存进集合中*/
            List<Map<String, Object>> nextDayList = historyMinutelyService.getMonitorPointOrDeviceAvgData(parameters);
            if (!ObjectUtils.isEmpty(nextDayList)) {
                time1 = time1.replaceAll(" 00:00:00", " 24");
                for (Map<String, Object> map : nextDayList) {
                    String time = map.get("time").toString().substring(11, 13);
                    if("00".equals(time)){
                        map.put("time", time1);
                        list.add(map);
                    }
                }
            }
            /*改动范围end-------------------------------------------------------------------------*/


            for (Map<String, Object> map : list) {
                String time = map.get("time").toString();
                time = time.substring(time.length() - 2);
                map.put("time", Integer.valueOf(time));
                if (parameters.get("type").equals("day")) {
             /*   if (parameters.get("type").equals("day")) {
                    map.put("time", Integer.valueOf(time) + 1);
                }
                }*/
                map.put("value", map.remove(sensorKey));
            }
        }
@@ -1057,7 +1118,34 @@
    public ResultBean<List<MonitorPoint>> getMonitorPointsAndDevicesByRegion(HttpServletRequest request)
            throws Exception {
        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
        String regionCode = parameters.get("regionCode").toString();
        List<MonitorPoint> monitorPoints = monitorPointService.getMonitorPointsAndDevicesByRegion(parameters);

        //剔除沧州非本公司设备
        if (regionCode.startsWith("1309")) {
            List<Integer> orgIds = new ArrayList<>();
            Collections.addAll(orgIds, 60, 65, 159, 165, 166);
            Iterator<MonitorPoint> iter = monitorPoints.iterator();
            while (iter.hasNext()) {
                MonitorPoint next = iter.next();
                Integer mpId = next.getId();
                Integer orgId = next.getOrganizationId();
                if (!orgIds.contains(orgId)) {
                    iter.remove();
                } else {
                    if (orgId == 60) {
                        if (mpId != 56) {
                            iter.remove();
                        }
                    } else if (orgId == 65) {
                        if (mpId != 83 && mpId != 84) {
                            iter.remove();
                        }
                    }
                }
            }
        }

        //给每一个monitorPoint下的设备通过device.getName()进行排序
        for (MonitorPoint monitorPoint : monitorPoints) {
            List<Device> deviceList = monitorPoint.getDevices();
@@ -1418,12 +1506,13 @@
    public ModelAndView pollutionSource(ModelAndView model, HttpServletRequest request) throws Exception {
        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
        String timeStr = parameters.get("time").toString();
        String YearAndDay = timeStr.substring(0, timeStr.lastIndexOf("-"));
        String yearAndDay = timeStr.substring(0, timeStr.lastIndexOf("-"));
        String Hour = timeStr.substring(timeStr.lastIndexOf("-") + 1);
        String time = YearAndDay + " " + Hour + ":00:00";
        String time = yearAndDay + " " + Hour + ":00:00";
        DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
        LocalDateTime timeLocalDateTime = LocalDateTime.parse(time, dateTimeFormatter);
        int month = timeLocalDateTime.getMonth().getValue();
        parameters.put("yearAndDay", yearAndDay);
        Point dirPoint = historyHourlyService.getDirPoint(parameters);
        Map<String, Object> getPollutionSourceData = historyHourlyService.getPollutionSourceDataByHour(parameters);
        if (MapUtils.isEmpty(getPollutionSourceData)) {
@@ -1533,6 +1622,50 @@
            //System.out.println(paramsJson);
            model.addObject("carTrajectoryParams", paramsJson);
            model.setViewName("cartrajectory");
            return model;
        } else {
            StringBuilder msg = new StringBuilder();
            msg.append(" param[0] mac:");
            msg.append(mac);
            log.warn(msg);
            model.setViewName("403");
            return model;
        }
    }

    @GetMapping("/carTrajectoryNew")
    @ApiOperation(value = "显示走航车轨迹", notes = "显示走航车轨迹")
    @ApiImplicitParams(value = {
            @ApiImplicitParam(name = "mac", value = "设备mac（格式：p5dnd7a0392081）", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "startTime", value = "开始时间(格式：2020-03-19-14)", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "endTime", value = "结束时间(格式：2020-03-19-17)", required = true, paramType = "query", dataType = "String")
    })
    public ModelAndView carTrajectoryNew(ModelAndView model, HttpServletRequest request) throws Exception {
        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
        String st = parameters.get("startTime").toString();
        String startYearAndDay = st.substring(0, st.lastIndexOf("-"));
        String startHour = st.substring(st.lastIndexOf("-") + 1);
        String startTime = startYearAndDay + " " + startHour + ":00:00";
        String et = parameters.get("endTime").toString();
        String endYearAndDay = et.substring(0, st.lastIndexOf("-"));
        String endHour = et.substring(et.lastIndexOf("-") + 1);
        String endTime = endYearAndDay + " " + endHour + ":00:00";
        parameters.put("startTime", startTime);
        parameters.put("endTime", endTime);
        String mac = parameters.get("mac").toString();
        if (mac != null && mac.length() != 0) {
            List<List<Map<String, Object>>> sensorData = historyService.getCarSensorData(parameters);
            Map<String, String> sensorsMap = sensorService.getSensorsMap(parameters);
            List<Map<String, Object>> sensorList = new ArrayList<>();
            if (sensorData.size() == 3) {
                sensorList = sensorData.get(0);
            }
            JSONObject params = new JSONObject();
            params.put("sensorInfo", sensorList);
            params.put("sensorsMap", sensorsMap);
            String paramsJson = params.toJSONString();
            model.addObject("carTrajectoryParams", paramsJson);
            model.setViewName("cartrajectoryNew");
            return model;
        } else {
            StringBuilder msg = new StringBuilder();
@@ -1993,7 +2126,7 @@
        Calendar calendar = Calendar.getInstance();
        calendar.set(Calendar.MINUTE, (calendar.get(Calendar.MINUTE) - 2));
        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH:mm");
        String time = df.format(calendar.getTime()) + ":00";
        //String time = df.format(calendar.getTime()) + ":00";
        int year = calendar.get(Calendar.YEAR);
        int month = calendar.get(Calendar.MONTH) + 1;
        String mon;
@@ -2002,8 +2135,8 @@
        } else {
            mon = "" + month;
        }
        String table = "history_minutely_" + year + mon;
        List list = deviceService.byMonitorIdGetDeviceAndWind(monitorPointId, time, table);
        String table = "history_five_minutely_" + year + mon;
        List list = deviceService.byMonitorIdGetDeviceAndWind(monitorPointId, table);
        return list;
    }

@@ -2023,8 +2156,8 @@
        } else {
            mon = "" + month;
        }
        String table = "history_minutely_" + year + mon;
        List list = deviceService.byMonitorIdGetDeviceAndWindSpecial(monitorPointId, time, table);
        String table = "history_five_minutely_" + year + mon;
        List list = deviceService.byMonitorIdGetDeviceAndWindSpecial(monitorPointId, table);
        return list;
    }

@@ -2032,9 +2165,28 @@
    @ApiOperation(value = "预测和实际臭氧对比", notes = "预测和实际臭氧对比")
    @ApiImplicitParams(value = {
            @ApiImplicitParam(name = "monitorPointId", defaultValue = "1", value = "监控站id", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "time", value = "时6间(格式：2020-03-19)", required = true, paramType = "query", dataType = "String")})
            @ApiImplicitParam(name = "time", value = "时间(格式：2020-03-19)", required = true, paramType = "query", dataType = "String")})
    public ResultBean<List<Map<String, Object>>> getWeatherNextDayDataByRegion(HttpServletRequest request) throws Exception {
        Map<String, Object> parameters = getParametersStartingWith(request, null);
        List<String> sensorKeys = new ArrayList<>();
        sensorKeys.add("e15");
        parameters.put("sensorKeys", sensorKeys);
        List<Map<String, Object>> resultList = weatherService.getForecastAndReal(parameters);
        return new ResultBean<List<Map<String, Object>>>(resultList);
    }


    @GetMapping("forecastPM")
    @ApiOperation(value = "预测和实测颗粒物对比", notes = "预测和实测颗粒物对比")
    @ApiImplicitParams(value = {
            @ApiImplicitParam(name = "monitorPointId", defaultValue = "1", value = "监控站id", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "time", value = "时间(格式：2020-03-19)", required = true, paramType = "query", dataType = "String")})
    public ResultBean<List<Map<String, Object>>> getForecastAndRealPM(HttpServletRequest request) throws Exception {
        Map<String, Object> parameters = getParametersStartingWith(request, null);
        List<String> sensorKeys = new ArrayList<>();
        sensorKeys.add("e1");
        sensorKeys.add("e2");
        parameters.put("sensorKeys", sensorKeys);
        List<Map<String, Object>> resultList = weatherService.getForecastAndReal(parameters);
        return new ResultBean<List<Map<String, Object>>>(resultList);
    }
@@ -2148,7 +2300,7 @@
                    for (Map<String, Object> dataMap : dataList) {
                        JSONObject dataJson = JSONObject.parseObject(dataMap.get("json").toString());
                        if (dataMap.get("time").toString().equals(day + " 00:00:00.0")) {
                            oneSensorMap.put(dataMap.get("time").toString().substring(0, 10), dataJson.getJSONArray(key).get(2));
                            oneSensorMap.put(dataMap.get("time").toString().substring(0, 10), dataJson.getJSONArray(key).get(0));
                            break;
                        } else {
                            continue;
@@ -2164,7 +2316,7 @@
                    for (Map sameDayHourlyMap : sameDayHourlyList) {
                        List<Double> arr = new ArrayList<>();
                        JSONObject hourlyJson = JSONObject.parseObject(sameDayHourlyMap.get("json").toString());
                        arr.add(Double.parseDouble(hourlyJson.getJSONArray(key).get(2).toString()));
                        arr.add(Double.parseDouble(hourlyJson.getJSONArray(key).get(0).toString()));
                        Double sum = 0.0;
                        for (int i = 0; i < arr.size(); i++) {
                            sum += arr.get(i);
@@ -2200,8 +2352,10 @@
                    for (Map<String, Object> hourlyMap : hourlyList) {
                        JSONObject dataJson = JSONObject.parseObject(hourlyMap.get("json").toString());
                        if (hourlyMap.get("time").toString().equals(hour + ".0")) {
                            oneSensorMap.put(hourlyMap.get("time").toString().substring(0, 19), dataJson.getJSONArray(key).get(2));
                            break;
                            if (dataJson.getJSONArray(key) != null) {
                                oneSensorMap.put(hourlyMap.get("time").toString().substring(0, 19), dataJson.getJSONArray(key).get(0));
                                break;
                            }
                        } else {
                            continue;
                        }
@@ -2257,10 +2411,828 @@
        return new ResultBean<List<Map<String, Object>>>(list);
    }


    @PostMapping("/tellAlarm")
    @ResponseBody
    public List<List> tellAlarm(String states, String orgId, String accountId, String states1, String regionCode) {
        JSONArray stateList = JSONArray.parseArray(states);//最新的设备数据
        JSONArray stateList1 = JSONArray.parseArray(states1);//前10秒的设备数据
        List<List> lookList = new ArrayList<>();
        Map params = new HashMap();
        String lookString = "";
        //判断前十秒数据和现在数据是否相等，如果不相等进入方法
        //第一次进入接口前十秒数据为null
        if (stateList1 != null && !states.equals(states1)) {
            List<Map> listDevice = JSONObject.parseArray(stateList.toJSONString(), Map.class);
            List<Map> listDevice1 = JSONObject.parseArray(stateList1.toJSONString(), Map.class);
            //将所有设备放到同一个集合下
            List<Map> deviceList = new ArrayList<Map>();
            List<Map> deviceList1 = new ArrayList<Map>();
            //存放所有组织的id
            List orgList = new ArrayList();
            for (Map devices : listDevice) {
                int monitorId = Integer.parseInt((String) devices.get("id"));
                MonitorPoint monitorPoint = monitorPointService.byIdGetMonitorPoint(monitorId);
                int org_id = monitorPoint.getOrganizationId();
                orgList.add(org_id);
                List<Map> devicesList = (List<Map>) devices.get("devices");
                if (!devicesList.isEmpty()) {
                    if (devicesList.size() > 1) {
                        for (Map map : devicesList) {
                            deviceList.add(map);
                        }
                    } else {
                        deviceList.add((Map) ((List) devices.get("devices")).get(0));
                    }
                }
            }
            for (Map devices1 : listDevice1) {
                int monitorId = Integer.parseInt((String) devices1.get("id"));
                MonitorPoint monitorPoint = monitorPointService.byIdGetMonitorPoint(monitorId);
                int org_id = monitorPoint.getOrganizationId();
                List<Map> devicesList = (List<Map>) devices1.get("devices");
                if (!devicesList.isEmpty()) {
                    if (devicesList.size() > 1) {
                        for (Map map : devicesList) {
                            deviceList1.add(map);
                        }
                    } else {
                        deviceList1.add((Map) ((List) devices1.get("devices")).get(0));
                    }
                }
            }
            List<String> macList = new ArrayList<String>();
            //获得两个时间的设备状态改变的mac号
            for (Map map : deviceList) {
                String state = (String) map.get("state");
                String mac = (String) map.get("mac");
                for (Map map1 : deviceList1) {
                    String state1 = (String) map1.get("state");
                    String mac1 = (String) map1.get("mac");
                    if (mac.equals(mac1)) {
                        if (Integer.parseInt(state) > Integer.parseInt(state1) && Integer.parseInt(state) != 4 /*&& Integer.parseInt(state1) == 0*/) {
                            macList.add(mac + "-" + state + "-" + state1);
                        }
                    }
                }
            }
            //存放不重合的数组
            LinkedHashSet<Integer> orgS = new LinkedHashSet<Integer>(orgList);
            SimpleDateFormat formatter = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
            Date date = new Date(System.currentTimeMillis());
            Date date1 = new Date(System.currentTimeMillis() - 1000);
            //系统当前时间
            String time = formatter.format(date);
            //系统当前时间的前一秒
            String time1 = formatter.format(date1);
            List<Map> alarmList = new ArrayList<Map>();
            for (Integer org : orgS) {
                int orgNum = alarmConfigService.containOrgId(org);
                Map<String, Object> eMap = new HashMap<String, Object>();
                if (orgNum == 1) {
                    String alarmConfig = alarmConfigService.getValueByOrganizationId(Integer.parseInt(String.valueOf(org)));
                    Map hashMap = JSON.parseObject(alarmConfig, HashMap.class);
                    Map alarmLevels = (Map) hashMap.get("alarmLevels");
                    //数据库因子表只有106个因子
                    for (int i = 1; i < 106; i++) {
                        if (alarmLevels.containsKey("e" + i)) {
                            Map map = (Map) alarmLevels.get("e" + i);
                            if (!map.isEmpty()) {
                                Integer enable = (Integer) map.get("enable");
                                List increment = (List) map.get("increment");
                                if (enable == 1) {
                                    if (!(increment.get(0).toString().equals("0") && increment.get(1).toString().equals("0"))) {
                                        eMap.put("e" + i, increment);
                                    } else {
                                        continue;
                                    }
                                } else {
                                    continue;
                                }
                            }
                        }
                    }
                } else {
                    String defultAlarm = dictionaryDataService.getDefultAlarm();
                    Map hashMap = JSON.parseObject(defultAlarm, HashMap.class);
                    Map alarmLevels = (Map) hashMap.get("alarmLevels");
                    //数据库因子表只有106个因子
                    for (int i = 1; i < 106; i++) {
                        if (alarmLevels.containsKey("e" + i)) {
                            Map map = (Map) alarmLevels.get("e" + i);
                            if (!map.isEmpty()) {
                                Integer enable = (Integer) map.get("enable");
                                List increment = (List) map.get("increment");
                                if (enable == 1) {
                                    if (!(increment.get(0).toString().equals("0") && increment.get(1).toString().equals("0"))) {
                                        eMap.put("e" + i, increment);
                                    } else {
                                        continue;
                                    }
                                } else {
                                    continue;
                                }
                            }
                        }
                    }
                }
                Map map = new HashMap();
                map.put("eMap", eMap);
                map.put("org", org);
                alarmList.add(map);
            }
            for (Map aEMap : alarmList) {
                List<Map> values = new ArrayList<Map>();
                if (macList.size() > 0) {
                    for (String sMac : macList) {
                        String[] aMac = sMac.split("-");
                        String mac = aMac[0];
                        //因为数据库数据是两秒钟插入一条，所以通过两个时间区间获取一条数据，防止一个时间获取数据为空的情况
                        String value = historyService.getValueByMacAndTime(mac, time, time1);
                        Map<String, String> map = new HashMap<String, String>();
                        if (value == null) {
                            Date date2 = new Date(System.currentTimeMillis() - 2000);
                            //系统当前时间的前两秒
                            String time2 = formatter.format(date1);
                            value = historyService.getValueByMacAndTime(mac, time, time2);
                            if (value == null) {
                                Date date3 = new Date(System.currentTimeMillis() - 3000);
                                //系统当前时间的前三秒
                                String time3 = formatter.format(date1);
                                value = historyService.getValueByMacAndTime(mac, time, time3);
                            }
                        }
                        if (value != null) {
                            map.put("mac", mac);
                            map.put("value", value);
                            map.put("state", aMac[1]);
                            map.put("state1", aMac[2]);
                            values.add(map);
                        } else {
                            continue;
                        }
                    }
                }

                if (values.size() > 0 && values.size() == macList.size()) {
                    for (Map dataMap : values) {
                        String oId = deviceService.byMacGetOrgId((String) dataMap.get("mac"));
                        if (!(aEMap.get("org").toString()).equals(oId)) {
                            continue;
                        }
                        List<String> list = new ArrayList<String>();
                        Map sensorMap = JSONObject.parseObject((String) dataMap.get("value"));
                        Iterator<String> iter = sensorMap.keySet().iterator();
                        while (iter.hasNext()) {
                            String key = iter.next();
                            list.add(key);
                        }
                        String state = (String) dataMap.get("state");
                        String state1 = (String) dataMap.get("state1");
                        List<Map> mapList = new ArrayList();
                        for (String key : list) {
                            if (((Map) aEMap.get("eMap")).containsKey(key)) {
                                Double val = Double.valueOf(sensorMap.get(key).toString());
                                List valueList = (List) ((Map) aEMap.get("eMap")).get(key);
                                Device device = deviceService.byMacGetDevice((String) dataMap.get("mac"));
                                Map<String, Object> sensors = sensorService.getSensorBySensorKey(key);
                                if (key.equals("e1") || key.equals("e2") || key.equals("e10") || key.equals("e11") || key.equals("e15") || key.equals("e16")) {
                                    //判断六参因子超标
                                    if ((state1.equals("0") || state1.equals("1")) && Integer.parseInt(state) > 1) {
                                        if (val > Double.valueOf(String.valueOf(valueList.get(1)))) {
                                            Map lookMap = new HashMap();
                                            lookMap.put("time", time);
                                            lookMap.put("name", device.getName());
                                            lookMap.put("sensor", sensors.get("description"));
                                            lookMap.put("value", val + "" + sensors.get("unit"));
                                            mapList.add(lookMap);
                                            //lookString = time+" "+device.getName()+sensors.get("description")+"="+val + sensors.get("unit")+"超标";
                                            //System.out.println(time + "====" + device.getName() + "=====" + sensors.get("description") + "======" + val + sensors.get("unit"));
                                        }
                                    }
                                } else {//判断非六参因子超标
                                    if (state1.equals("0")) {
                                        if (val > Double.valueOf(String.valueOf(valueList.get(0)))) {
                                            Map lookMap = new HashMap();
                                            lookMap.put("time", time);
                                            lookMap.put("name", device.getName());
                                            lookMap.put("sensor", sensors.get("description"));
                                            lookMap.put("value", val + "" + sensors.get("unit"));
                                            mapList.add(lookMap);
                                        }
                                    }
                                }

                            }
                        }
                        if (mapList.size() > 0) {
                            lookList.add(mapList);
                        } else {
                            continue;
                        }
                    }
                }
            }
        }
        return lookList;
    }

    /*  @GetMapping("/lianxian")
      @ApiOperation(value = "连线", notes = "连线" )
      @GetMapping("multiDeviceContrast")
      @ApiOperation(value = "多设备因子对比", notes = "多设备因子对比")
      @ApiImplicitParams(value = {
              @ApiImplicitParam(name = "macs", value = "设备mac,如有多个用逗号分隔", required = true, paramType = "query", dataType = "String"),
              @ApiImplicitParam(name = "sensorKey", value = "传感器key", required = true, paramType = "query", dataType = "String"),
              @ApiImplicitParam(name = "time", value = "时间,日期(格式：2018-03-12)", required = true, paramType = "query", dataType = "String"),})
      public ResultBean<List<Map<String, Object>>> multiDeviceSensor(HttpServletRequest request) throws Exception {
          Map<String, Object> parameters = getParametersStartingWith(request, null);
          ParameterUtils.getTimeType4Time(parameters);
          List<Map<String, Object>> list = historyMinutelyService.getMultiDeviceSensorData(parameters);
          return new ResultBean<List<Map<String, Object>>>(list);
      }

      /*
      * 根据大屏版本号获取版本更新信息
      */
    @GetMapping("screenVersion")
    public Map<String, Object>  getScreenVersion(HttpServletRequest request) {
    public Map<String, Object> getScreenVersion(HttpServletRequest request) {
        Map<String, Object> parameters = getParametersStartingWith(request, null);
        String version = parameters.get("version").toString();
        return screenVersionService.getScreenVersion(version);
    }
}

    @GetMapping("allDeviceExcel")
    @ApiOperation(value = "所有设备多因子数据报表", notes = "所有设备多因子数据报表")
    @ApiImplicitParams(value = {
            @ApiImplicitParam(name = "monitorPoint", value = "监控站点id", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "sensorKey", value = "传感器key,多个逗号隔开", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "startTime", value = "起始时间(格式：2020-08-03)", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "endTime", value = "结束时间(格式：2020-08-04)", required = false, paramType = "query", dataType = "String")})
    public ResultBean<List<Map<String, Object>>> getAllDeviceDataToExcel(HttpServletRequest request) throws Exception {
        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
        List<Map<String, Object>> list = historyMinutelyService.getAllDeviceDataToExcel(parameters);
        return new ResultBean<List<Map<String, Object>>>(list);
    }

    /*@PostMapping("insertAdjustValue")
    @ApiOperation(value = "所有设备多因子数据报表", notes = "所有设备多因子数据报表")
    @ApiImplicitParams(value = {
            @ApiImplicitParam(name = "id", value = "设备id", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "time", value = "时间（格式08:30:00）", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "dataArray", value = "公式", required = false, paramType = "query", dataType = "String")})
    public void insertAdjustValue(HttpServletRequest request) throws Exception {
        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
        int device_id = Integer.parseInt(parameters.get("id").toString());
        String hour_minute_second = parameters.get("time").toString();
        String[] arr = hour_minute_second.split(":");
        int seconds = Integer.parseInt(arr[0])*3600+Integer.parseInt(arr[1])*60+Integer.parseInt(arr[2]);
        String value = parameters.get("dataArray").toString();
        deviceAdjustValueTimingService.insertData(device_id,seconds,value);;
    }*/

    @PostMapping("insertAdjustValue")
    public int insertAdjustValue(@RequestBody HashMap map) {
        try {
            int device_id = Integer.parseInt(map.get("id").toString());
            String time = map.get("time").toString();
            String[] arr = time.split(":");
            int seconds = Integer.parseInt(arr[0]) * 3600 + Integer.parseInt(arr[1]) * 60 + Integer.parseInt(arr[2]);
            //String t = URLEncoder.encode(参数,"UTF-8")
            List list = (List) map.get("dataArray");
            String val = "";
            for (int i = 0; i < list.size(); i++) {
                if (i == 0) {
                    val = val + list.get(i);
                } else {
                    val = val + "," + list.get(i);
                }
            }
            String value = "{" + val + "}";
            deviceAdjustValueTimingService.insertData(device_id, seconds, value);
            return 1;
        } catch (Exception e) {
            log.warn(e);
        }
        return 0;
    }

    @RequestMapping("/biaozhun")
    @ResponseBody
    public List<Device> queryDevice(String macOrName) {
        List<Device> deviceList = new ArrayList<>();
        if (!macOrName.equals("")) {
            deviceList = deviceService.getDevice(macOrName);
        }
        return deviceList;
    }

    @RequestMapping("/getBiaoZhun")
    @ResponseBody
    public List<DeviceAdjustValueTiming> getBiaoZhun(String id) {
        List<DeviceAdjustValueTiming> dataByDeviceid = deviceAdjustValueTimingService.getDataByDeviceid(Integer.parseInt(id));
        for (DeviceAdjustValueTiming deviceAdjustValueTiming : dataByDeviceid) {
            int seconds = Integer.parseInt(deviceAdjustValueTiming.getSeconds());
            String hour = String.valueOf(seconds / 3600);
            int millAndSeconds = seconds % 3600;
            String mill = String.valueOf(millAndSeconds / 60);
            String second = String.valueOf(millAndSeconds % 60);
            if (hour.length() < 2) {
                hour = "0" + hour;
            }
            if (mill.length() < 2) {
                mill = "0" + mill;
            }
            if (second.length() < 2) {
                second = "0" + second;
            }
            String time = hour + ":" + mill + ":" + second;
            Map<String, String> value = deviceAdjustValueTiming.getValue();
            Collection<String> values = value.values();
            deviceAdjustValueTiming.setSeconds(time);
        }
        return dataByDeviceid;
    }


    @RequestMapping("/getSensor")
    @ResponseBody
    public List<Map<String, Object>> getSensor(String id) {
        List<Map<String, Object>> allSensors = sensorService.getSensorByDeviceId(id);
        return allSensors;
    }

    @RequestMapping("/deleteBiaoZhun")
    @ResponseBody
    public int deleteBiaoZhun(String id) {
        int i = deviceAdjustValueTimingService.delete(id);
        return i;
    }


    @GetMapping("/monitorAVGData")
    @ApiOperation(value = "monitor平均数据导出", notes = "monitor平均数据导出")
    @ApiImplicitParams(value = {
            @ApiImplicitParam(name = "monitorPointIds", value = "多个monitorid", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "time", value = "时间(格式：2020-03-19)", required = true, paramType = "query", dataType = "String")})
    public ResultBean<List<Map<String, Object>>> monitorAVGData(HttpServletRequest request) throws Exception {
        Map<String, Object> parameters = getParametersStartingWith(request, null);
        String monitorPointIds = (String) parameters.get("monitorPointIds");
        String time = (String) parameters.get("time");
        time = time + " 00:00:00";
        SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM-dd mm:HH:ss");//注意月份是MM
        Date date = simpleDateFormat.parse(time);
        Calendar calendar = new GregorianCalendar();
        calendar.setTime(date);
        calendar.add(calendar.DATE, +1);
        String date1 = simpleDateFormat.format(date);
        String date2 = simpleDateFormat.format(calendar.getTime());
        String[] mIds = monitorPointIds.split(",");
        List<List<Map<String, Object>>> lists = new ArrayList<>();
        if (mIds.length == 1 && mIds.length != 0) {
            String mId = mIds[0];
            List<Map<String, Object>> dataAvbByMIdAndTime = historyHourlyService.getDataAvbByMIdAndTime(mId, date1, date2);
            Double maxO3 = Double.parseDouble(dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 1).get("maxO3").toString());
            Map<String, Object> dailyAvgData = new HashMap<>();
            if (dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data") != "") {
                dailyAvgData = (Map<String, Object>) dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data");
                dailyAvgData.put("maxO3_8h", new BigDecimal(maxO3).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue());
            } else {
                dailyAvgData = historyHourlyService.getAvgDataByMId(mId, date1, date2);
                if (dailyAvgData != null) {
                    dailyAvgData.put("maxO3_8h", new BigDecimal(maxO3).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue());
                } else {
                    dailyAvgData = new HashMap<>();
                    dailyAvgData.put("PM2_5", "");
                    dailyAvgData.put("NO2", "");
                    dailyAvgData.put("SO2", "");
                    dailyAvgData.put("PM10", "");
                    dailyAvgData.put("O3_day", "");
                    dailyAvgData.put("CO", "");
                }
            }
            dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
            dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
            Map<String, Object> dayMap = new HashMap<>();
            dayMap.put("data", dailyAvgData);
            dayMap.put("time", date1.substring(0, 11));
            dataAvbByMIdAndTime.add(dayMap);
            for (int i = 0; i < dataAvbByMIdAndTime.size(); i++) {
                if (i != dataAvbByMIdAndTime.size() - 1) {
                    Map<String, Object> map1 = AQICalculation2.hourlyAQI((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data"));
                    if (Double.parseDouble(map1.get("AQI").toString()) > 50.0) {
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants", map1.get("maxSensor"));
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI", map1.get("AQI"));
                    } else {
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants", "-");
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI", map1.get("AQI"));
                    }
                } else {
                    Map<String, Object> map1 = AQICalculation2.dayAQI((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data"));
                    if (map1.get("AQI").toString().equals("")) {
                        break;
                    }
                    if (Double.parseDouble(map1.get("AQI").toString()) > 50.0) {
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants", map1.get("maxSensor"));
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI", map1.get("AQI"));
                    } else {
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants", "-");
                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI", map1.get("AQI"));
                    }
                }
            }
            List timeList = new ArrayList();
            for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
                timeList.add(dataAvbByMIdAndTime.get(q).get("time"));
            }
            if (dataAvbByMIdAndTime.size() < 25) {
                for (int j = 1; j < 25; j++) {
                    Map<String, Object> map = null;
                    for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
                        if (dataAvbByMIdAndTime.get(q).get("time").toString().length() > 2) {
                            continue;
                        } else {
                            // System.out.println(Integer.parseInt(dataAvbByMIdAndTime.get(q).get("time").toString())+"==="+j);
                            String sj = "";
                            if (j < 10) {
                                sj = "0" + j;
                            } else {
                                if (j == 24) {
                                    sj = "00";
                                } else {
                                    sj = "" + j;
                                }
                            }
                            if (!timeList.contains(sj)) {
                                map = new HashMap<>();
                                map.put("time", sj);
                                Map map1 = new HashMap();
                                map1.put("PM2_5", "");
                                map1.put("NO2", "");
                                map1.put("primary_pollutants", "-");
                                map1.put("SO2", "");
                                map1.put("O3", "");
                                map1.put("PM10", "");
                                map1.put("O3_8h", "");
                                map1.put("CO", "");
                                map1.put("AQI", "");
                                map.put("data", map1);
                                dataAvbByMIdAndTime.add(map);
                                break;
                            } else {
                                break;
                            }
                        }
                    }
                }
            }
             /* for (int i1 = 0; i1 < dataAvbByMIdAndTime.size(); i1++) {
                    System.out.println(dataAvbByMIdAndTime.get(i1));
                }*/
            Collections.sort(dataAvbByMIdAndTime, new Comparator<Map<String, Object>>() {
                public int compare(Map<String, Object> o1, Map<String, Object> o2) {
                    String name1 = (String) o1.get("time");//name1是从你list里面拿出来的一个
                    String name2 = (String) o2.get("time"); //name1是从你list里面拿出来的第二个name
                    return name1.compareTo(name2);
                }
            });
            Map map1 = dataAvbByMIdAndTime.get(0);
            dataAvbByMIdAndTime.remove(0);
            dataAvbByMIdAndTime.add(map1);
            for (int j = 0; j < dataAvbByMIdAndTime.size(); j++) {
                if (dataAvbByMIdAndTime.get(j).get("time").toString().length() > 2) {
                    Map map2 = dataAvbByMIdAndTime.get(j);
                    dataAvbByMIdAndTime.remove(j);
                    dataAvbByMIdAndTime.add(map2);
                }
            }
            if (dataAvbByMIdAndTime.size() == 1) {
                dataAvbByMIdAndTime = null;
            }
            lists.add(dataAvbByMIdAndTime);
            //List<Device> devicesByMonitorPointId = deviceService.getDevicesByMonitorPointId(Integer.valueOf(mId));
        } else {
            for (int i = 0; i < mIds.length; i++) {
                List<Map<String, Object>> dataAvbByMIdAndTime = historyHourlyService.getDataAvbByMIdAndTime(mIds[i], date1, date2);
                Double maxO3 = Double.parseDouble(dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 1).get("maxO3").toString());
                Map<String, Object> dailyAvgData = new HashMap<>();
                if (dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data") != "") {
                    dailyAvgData = (Map<String, Object>) dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data");
                    dailyAvgData.put("maxO3_8h", new BigDecimal(maxO3).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue());
                } else {
                    dailyAvgData = historyHourlyService.getAvgDataByMId(mIds[i], date1, date2);
                    if (dailyAvgData != null) {
                        dailyAvgData.put("maxO3_8h", new BigDecimal(maxO3).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue());
                    } else {
                        dailyAvgData = new HashMap<>();
                        dailyAvgData.put("PM2_5", "");
                        dailyAvgData.put("NO2", "");
                        dailyAvgData.put("SO2", "");
                        dailyAvgData.put("PM10", "");
                        dailyAvgData.put("O3_day", "");
                        dailyAvgData.put("CO", "");
                    }
                }
                dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
                dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
                Map<String, Object> dayMap = new HashMap<>();
                dayMap.put("data", dailyAvgData);
                dayMap.put("time", date1.substring(0, 11));
                dataAvbByMIdAndTime.add(dayMap);
                List timeList = new ArrayList();
                for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
                    timeList.add(dataAvbByMIdAndTime.get(q).get("time"));
                }
                if (dataAvbByMIdAndTime.size() < 25) {
                    for (int j = 1; j < 25; j++) {
                        Map<String, Object> map = null;
                        for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
                            if (dataAvbByMIdAndTime.get(q).get("time").toString().length() > 2) {
                                continue;
                            } else {
                                // System.out.println(Integer.parseInt(dataAvbByMIdAndTime.get(q).get("time").toString())+"==="+j);
                                String sj = "";
                                if (j < 10) {
                                    sj = "0" + j;
                                } else {
                                    if (j == 24) {
                                        sj = "00";
                                    } else {
                                        sj = "" + j;
                                    }
                                }
                                if (!timeList.contains(sj)) {
                                    map = new HashMap<>();
                                    map.put("time", sj);
                                    Map map1 = new HashMap();
                                    map1.put("PM2_5", "");
                                    map1.put("NO2", "");
                                    map1.put("SO2", "");
                                    map1.put("O3", "");
                                    map1.put("PM10", "");
                                    map1.put("O3_8h", "");
                                    map1.put("CO", "");
                                    map.put("data", map1);
                                    dataAvbByMIdAndTime.add(map);
                                    break;
                                } else {
                                    break;
                                }
                            }
                        }

                    }
                }
                Collections.sort(dataAvbByMIdAndTime, new Comparator<Map<String, Object>>() {
                    public int compare(Map<String, Object> o1, Map<String, Object> o2) {
                        String name1 = (String) o1.get("time");//name1是从你list里面拿出来的一个
                        String name2 = (String) o2.get("time"); //name1是从你list里面拿出来的第二个name
                        return name1.compareTo(name2);
                    }
                });
                Map map1 = dataAvbByMIdAndTime.get(0);
                dataAvbByMIdAndTime.remove(0);
                dataAvbByMIdAndTime.add(map1);
                for (int j = 0; j < dataAvbByMIdAndTime.size(); j++) {
                    if (dataAvbByMIdAndTime.get(j).get("time").toString().length() > 2) {
                        Map map2 = dataAvbByMIdAndTime.get(j);
                        dataAvbByMIdAndTime.remove(j);
                        dataAvbByMIdAndTime.add(map2);
                    }
                }
                lists.add(dataAvbByMIdAndTime);
            }
            List<Map<String, Object>> dataByMonitorPoints = historyHourlyService.getDataByMonitorPoints(mIds, date1, date2);
            lists.add(dataByMonitorPoints);
        }
        List<Map<String, Object>> rList = new ArrayList<>();
        if (lists.size() == 1 && lists.get(0) != null) {
            for (int i = 0; i < lists.get(0).size(); i++) {
                List list = new ArrayList();
                list.add(lists.get(0).get(i).get("data"));
                Map map = new HashMap();
                map.put("data", list);
                map.put("time", lists.get(0).get(i).get("time"));
                rList.add(map);
            }

        } else if (lists.size() == 1 && lists.get(0) == null) {
            rList.add(null);
        } else {
            for (int j = 0; j < lists.get(0).size(); j++) {
                Map<String, Object> listMap = new HashMap();
                List<Map> mapList = new ArrayList<>();
                if (lists.get(0).size() == 1) {
                    mapList.add(null);
                } else {
                    mapList.add((Map) lists.get(0).get(j).get("data"));
                }
                for (int i = 1; i < lists.size(); i++) {
                    if (lists.get(i).size() == 1) {
                        mapList.add(null);
                        listMap.put("data", mapList);
                    } else {
                        if (lists.get(0).get(j).get("time").equals(lists.get(i).get(j).get("time"))) {
                            mapList.add((Map) lists.get(i).get(j).get("data"));
                        }
                        listMap.put("time", lists.get(0).get(j).get("time"));
                        listMap.put("data", mapList);
                    }
                }
                rList.add(listMap);
            }
        }
        return new ResultBean<List<Map<String, Object>>>(rList);
    }

    @PostMapping("byAccountGetDevices")
    public List<Device> byAccountGetDevices(@RequestBody Map<String, Object> parameters) {
        String id =parameters.get("id").toString();
        List<Device> devicesList = deviceService.getDevicesByAccountId(id);
        return devicesList;
    }

    @GetMapping("/unorganizedEmissionsFiveMinute")
    @ApiOperation(value = "无组织排放五分钟", notes = "无组织排放五分钟")
    @ApiImplicitParams(value = {
            @ApiImplicitParam(name = "monitorPointId", value = "公司Id", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "sensorKey", value = "因子", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "realTime", value = "实时", required = true, paramType = "query", dataType = "String"),
            @ApiImplicitParam(name = "accountId", value = "用户id", required = false, paramType = "query", dataType = "String")})
    public ModelAndView unorganizedEmissionsBackupsV2(HttpServletRequest request, ModelAndView model) {
        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
        String sensorKey = parameters.get("sensorKey").toString();
        //第一步，获取污染源点
        PollutionSourcePoint pollutionSourcePoint = pollutioSourcePointService.selectByMonitorPointId(539);
        //获取站点的所有设备
        List<Device> deviceList = deviceService.getDevicesByMonitorPointId(539);
        //获取五分钟数据
        Map<String,Object> pa = new HashMap<>();
        //获取开始时间和结束时间
        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
        Calendar beforeTime = Calendar.getInstance();
        Date newTime = beforeTime.getTime();
        beforeTime.add(Calendar.MINUTE,-5);
        Date startTime = beforeTime.getTime();
        beforeTime.add(Calendar.MINUTE,6);
        Date endTime = beforeTime.getTime();
        //pa.put("sensorKey","e1");
        pa.put("yearAndMonth",sdf.format(newTime).substring(0,7).replace("-",""));
        pa.put("startTime",startTime);
        pa.put("endTime",endTime);
        List<String> macs = new ArrayList<>();
        List<String> sensorKeys = new ArrayList<>();
        for (Device device:deviceList) {
            macs.add(device.getMac());
        }
        sensorKeys.add(sensorKey);
        sensorKeys.add("e18");
        sensorKeys.add("e23");
        pa.put("macs",macs);
        pa.put("sensorKeys",sensorKeys);
        pa.put("macNumber",macs.size());
        List<Map<String, Object>> fiveMinuteDataList = historyFiveMinutelyService.getFiveMinutesDataByMacsAndTimeSolt(pa);
        //声明数组，存放所有设备的数值
        double[] allDeviceData = new double[fiveMinuteDataList.size()];
        int i = 0;
        //计算风向
        List<Map<String,Object>> windList = new ArrayList<>();
        for (Map map:fiveMinuteDataList) {
            String[] wind_speed = map.get("e18").toString().split(",");
            if (!map.containsKey("e23")){
                continue;
            }
            String[] wind_direction = map.get("e23").toString().split(",");
            Map<String,Object> windMap = new HashMap<>();
            windMap.put("wind_speed",wind_speed[0].substring(1,wind_speed[0].length()));
            windMap.put("wind_direction",wind_direction[0].substring(1,wind_direction[0].length()));
            windList.add(windMap);
            String[] sensorArr = map.get(sensorKey).toString().split(",");
            double sensorData = Double.parseDouble(sensorArr[0].substring(1,sensorArr[0].length()));
            allDeviceData[i] = sensorData;
            i = i+1;
        }
        //计算平均风向和风速
        Map<String,Double> res = WindUtils.getWind_direction_speed(windList);
        //计算该站点的点与污染源点的角度
        Map<String,Double> angleMap = new HashMap();
        MyLatLng pollutionSourcePoint_log_lat = new MyLatLng(pollutionSourcePoint.getLongitude(),pollutionSourcePoint.getLatitude());
        for (Device device:deviceList) {
            MyLatLng device_log_lat = new MyLatLng(device.getLongitude(),device.getLatitude());
            //以设备为坐标原点，与污染源连线的角度
            double angle = mapUtils.getAngle(device_log_lat,pollutionSourcePoint_log_lat);
            angleMap.put(device.getMac(),angle);
        }
        Map<String,Double> disparityMap = new HashMap<>();
        for (String key:angleMap.keySet()) {
            double angleDisparity = Math.abs(angleMap.get(key)-res.get("wind_direction"));
            if (angleDisparity>180){
                angleDisparity = 360-angleDisparity;
            }
            disparityMap.put(key,angleDisparity);
        }
        Optional<Map.Entry<String, Double>> minDisparity = disparityMap.entrySet()
                .stream()
                .min(Map.Entry.comparingByValue());
        //留下的任务：循环disparityMap，查出与minDisparity相等的值的key，以防出现两个点的角度差一样
        List<String> minAngleDisparityMacList = new ArrayList<>();
        for (String key:disparityMap.keySet()) {
            if (disparityMap.get(key) == minDisparity.get().getValue()){
                minAngleDisparityMacList.add(minDisparity.get().getKey());
            }
        }
        //定义一个map，存放设备点
        Map<String,Object> fiveMinuteDataMap = new HashMap();
        if (minAngleDisparityMacList.size()<2){//只有一个点
            for (Map fiveMinuteData:fiveMinuteDataList) {
                if (fiveMinuteData.get("mac").toString().equals(minAngleDisparityMacList.get(0))){
                    fiveMinuteDataMap.putAll(fiveMinuteData);
                    break;
                }
            }
        }else {

        }
        Device referenceDevice = new Device();
        for (Device device:deviceList) {
            if (device.getMac().equals(fiveMinuteDataMap.get("mac"))){
                referenceDevice = device;
            }
        }
        //计算污染平均值
        double sum = 0;
        for (int j=0;j<allDeviceData.length;j++) {
            sum = sum+allDeviceData[j];
        }
        double deviceDataAvg = sum/allDeviceData.length;
        //计算污染源点与设备点之间的距离
        double distance = mapUtils.getDistance(pollutionSourcePoint.getLongitude(),pollutionSourcePoint.getLatitude(),referenceDevice.getLongitude(),referenceDevice.getLatitude());
        //已知距离，角度，求x,y
        double x = Math.cos(Math.toRadians(minDisparity.get().getValue()))*distance;
        double y = Math.sin(Math.toRadians(minDisparity.get().getValue()))*distance;
        //获取设备的数值
        String[] fiveMinuteData = fiveMinuteDataMap.get(sensorKey).toString().split(",");
        double c = Double.parseDouble(fiveMinuteData[0].substring(1,fiveMinuteData[0].length()))-deviceDataAvg;
        //计算源强
        double pollutionSourceIntensity = EmissionDataUtil.getPollutionSourceIntensity(c,x,y,res.get("wind_speed"));

        //存放地图中心点
        Map<String,Object> center = new HashMap<>();
        center.put("lng",120.997119);
        center.put("lat",31.451714);

        //存放各个点位经纬度及数值
        List<Map<String,Double>> numericalValueList = new ArrayList<>();
        Map<String,Double> numericalValueMap = new HashMap<>();
        numericalValueMap.put("lng",120.997119);
        numericalValueMap.put("lat",31.451714);
        numericalValueMap.put("count",0.027);
        numericalValueList.add(numericalValueMap);
        Map<String,Double> numericalValueMap2 = new HashMap<>();
        numericalValueMap2.put("lng",120.99516);
        numericalValueMap2.put("lat",31.448664);
        numericalValueMap2.put("count",0.029);
        numericalValueList.add(numericalValueMap2);
        Map<String,Double> numericalValueMap3 = new HashMap<>();
        numericalValueMap3.put("lng",120.998538);
        numericalValueMap3.put("lat",31.449289);
        numericalValueMap3.put("count",0.033);
        numericalValueList.add(numericalValueMap3);
        Map<String,Double> numericalValueMap4 = new HashMap<>();
        numericalValueMap4.put("lng",120.998628);
        numericalValueMap4.put("lat",31.452027);
        numericalValueMap4.put("count",0.025);
        numericalValueList.add(numericalValueMap4);
        Map<String,Double> numericalValueMap5 = new HashMap<>();
        numericalValueMap5.put("lng",121.000383);
        numericalValueMap5.put("lat",31.451469);
        numericalValueMap5.put("count",0.05);
        numericalValueList.add(numericalValueMap5);
        Map<String,Double> numericalValueMap6 = new HashMap<>();
        numericalValueMap6.put("lng",120.999908);
        numericalValueMap6.put("lat",31.449389);
        numericalValueMap6.put("count",0.04);
        numericalValueList.add(numericalValueMap6);
        Map<String,Double> numericalValueMap7 = new HashMap<>();
        numericalValueMap7.put("lng",120.998519);
        numericalValueMap7.put("lat",31.450588);
        numericalValueMap7.put("count",0.10);
        numericalValueList.add(numericalValueMap7);


        JSONObject params = new JSONObject();
        params.put("accountId",190);
        params.put("level",17);
        params.put("center",center);
        params.put("points",numericalValueList);



        //获取公司信息
        //JSONObject params=monitorPointService.getMonitorPointById(monitPointId,Time,3,sensor);
        // model.addObject("params",params);
        model.addObject("params", params);
        model.setViewName("unorganizedMapV2");
        return model;
    }
}