站点平均值数据导出

于紫祥_1901

2020-12-01 f22a631422f3045a06aad627e6e83c802be2760d

站点平均值数据导出

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

@@ -2718,7 +2718,7 @@
    @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<List<Map<String,Object>>>> monitorAVGData(HttpServletRequest request) throws Exception {
    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");
@@ -2739,10 +2739,20 @@
            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(4,BigDecimal.ROUND_HALF_UP).doubleValue());
                dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
            }else {
                dailyAvgData= historyHourlyService.getAvgDataByMId(mId, date1, date2);
                dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(4,BigDecimal.ROUND_HALF_UP).doubleValue());
                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);
@@ -2753,7 +2763,7 @@
            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){
                    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 {
@@ -2762,7 +2772,10 @@
                    }
                }else {
                    Map<String, Object> map1 = AQICalculation2.dayAQI((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data"));
                        if (Double.parseDouble(map1.get("AQI").toString())>=50.0){
                    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 {
@@ -2770,6 +2783,74 @@
                            ((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));
@@ -2780,10 +2861,20 @@
                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(4,BigDecimal.ROUND_HALF_UP).doubleValue());
                    dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
                }else {
                    dailyAvgData= historyHourlyService.getAvgDataByMId(mIds[i], date1, date2);
                    dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(4,BigDecimal.ROUND_HALF_UP).doubleValue());
                    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);
@@ -2791,11 +2882,109 @@
                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);
        }
        return new ResultBean<List<List<Map<String,Object>>>>(lists);
        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);
    }
}
}

 src/main/java/com/moral/service/impl/HistoryHourlyServiceImpl.java

@@ -325,14 +325,14 @@
                    int time1 = Integer.parseInt(mapList1.get(j).get("time").toString()) ;
                    if (time==time1){
                        Double O3_8h = Double.parseDouble(mapList1.get(j).get("O3_8h").toString());
                        dataAvbByMIdAndTime.get(i).put("O3_8h",new BigDecimal(O3_8h).setScale(4,BigDecimal.ROUND_HALF_UP).doubleValue());
                        dataAvbByMIdAndTime.get(i).put("O3_8h",new BigDecimal(O3_8h).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
                    }
                }
            }
        }
      Map<String, Object> dailyAvgData = historyMapper.getDailyAvgData(mId, startTime);
          if (dailyAvgData!=null){
            dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(4,BigDecimal.ROUND_HALF_UP).doubleValue());
            dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
        }
        List<Map<String,Object>> finalList = new ArrayList<>();
        for (int i = 0; i <dataAvbByMIdAndTime.size() ; i++) {
@@ -346,13 +346,12 @@
        Map<String,Object> timeAndDate = new HashMap();
        String time = startTime.substring(0,11);
        timeAndDate.put("time",time);
        if (dailyAvgData==null){
        if (dailyAvgData!=null){
            //List<Map<String, Object>> dailyData = historyHourlyMapper.getDataAvbByMIdAndT;
            timeAndDate.put("data","");
        }else {
            timeAndDate.put("data",dailyAvgData);
        }else {
            timeAndDate.put("data","");
        }

        finalList.add(timeAndDate);
        Map<String,Object> map = new HashMap<>();
        map.put("maxO3",maxO3);
@@ -427,7 +426,7 @@
                    int time1 = Integer.parseInt(mapList1.get(j).get("time").toString()) ;
                    if (time==time1){
                        Double O3_8h = Double.parseDouble(mapList1.get(j).get("O3_8h").toString());
                        dataByMonitorPoints.get(i).put("O3_8h",new BigDecimal(O3_8h).setScale(4,BigDecimal.ROUND_HALF_UP).doubleValue());
                        dataByMonitorPoints.get(i).put("O3_8h",new BigDecimal(O3_8h).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
                    }
                }
            }
@@ -445,14 +444,28 @@
        Map<String, Object> dailyAvgData = historyMapper.getDailyAvgDataByMIds(mIds, startTime);
        if (dailyAvgData!=null){
            Map<String,Object> timeAndDate = new HashMap();
            dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(4,BigDecimal.ROUND_HALF_UP).doubleValue());
            dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
            timeAndDate.put("data",dailyAvgData);
            timeAndDate.put("time",startTime.substring(0,11));
            finalList.add(timeAndDate);
        }else {
            Map<String, Object> avgDataByMIds = historyHourlyMapper.getAvgDataByMIds(mIds, startTime, endTime);
            Map<String,Object> timeAndDate = new HashMap();
            avgDataByMIds.put("maxO3_8h",new BigDecimal(maxO3).setScale(4,BigDecimal.ROUND_HALF_UP).doubleValue());
            if (avgDataByMIds == null){
                avgDataByMIds = new HashMap<>();
                avgDataByMIds.put("PM2_5","");
                avgDataByMIds.put("NO2","");
                avgDataByMIds.put("primary_pollutants","-");
                avgDataByMIds.put("SO2","");
                avgDataByMIds.put("O3","");
                avgDataByMIds.put("PM10","");
                avgDataByMIds.put("O3_8h","");
                avgDataByMIds.put("CO","");
                avgDataByMIds.put("AQI","");
            }else {
                avgDataByMIds.put("maxO3_8h",maxO3);
            }

            timeAndDate.put("data",avgDataByMIds);
            timeAndDate.put("time",startTime.substring(0,11));
            finalList.add(timeAndDate);
@@ -460,7 +473,7 @@
        for (int i=0;i<finalList.size();i++) {
            if (i!=finalList.size()-1){
                Map<String, Object> map1 = AQICalculation2.hourlyAQI((Map<String, Object>) finalList.get(i).get("data"));
                if (Double.parseDouble(map1.get("AQI").toString())>=50.0){
                if (Double.parseDouble(map1.get("AQI").toString())>50.0){
                    ((Map<String, Object>) finalList.get(i).get("data")).put("primary_pollutants",map1.get("maxSensor"));
                    ((Map<String, Object>) finalList.get(i).get("data")).put("AQI",map1.get("AQI"));
                }else {
@@ -469,6 +482,9 @@
                }
            }else {
                Map<String, Object> map1 = AQICalculation2.dayAQI((Map<String, Object>) finalList.get(i).get("data"));
                if (map1.get("AQI").toString().equals("")){
                    break;
                }
                if (Double.parseDouble(map1.get("AQI").toString())>=50.0){
                    ((Map<String, Object>) finalList.get(i).get("data")).put("primary_pollutants",map1.get("maxSensor"));
                    ((Map<String, Object>) finalList.get(i).get("data")).put("AQI",map1.get("AQI"));
@@ -481,10 +497,74 @@
        Map<String,Object> timeAndDate = new HashMap();
        String time = startTime.substring(0,11);
        timeAndDate.put("time",time);
        if (dailyAvgData==null){
            timeAndDate.put("data","");
        }else {
        if (dailyAvgData!=null){
            timeAndDate.put("data",dailyAvgData);
        }else {
            Map map = new HashMap<>();
            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);
            timeAndDate.put("data",map);
        }
        List timeList = new ArrayList();
        for (int q = 0; q < finalList.size(); q++) {
            timeList.add(finalList.get(q).get("time"));
        }
        if (finalList.size()<25){
            for (int j = 1; j < 25; j++) {
                Map<String,Object> map = null;
                for (int q = 0; q < finalList.size(); q++) {
                    if (finalList.get(q).get("time").toString().length() > 2){
                        continue;
                    }else {
                        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 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("time",sj);
                            map.put("data",map1);
                            finalList.add(map);
                            break;
                        }else {
                            break;
                        }
                    }
                }

            }
        }
        for (int j = 0; j <finalList.size() ; j++) {
            if (finalList.get(j).get("time").toString().length()>2){
                Map map2 = finalList.get(j);
                finalList.remove(j);
                finalList.add(map2);
            }
        }
        return finalList;
    }

 src/main/java/com/moral/util/AQICalculation2.java

@@ -101,15 +101,18 @@
                continue;
            }
        }

        Double AQIMAX = Collections.max(AQIList);
        Map<String, Object> returnMap = new HashMap<>();
        Optional<Map.Entry<String, Integer>> max0 = maxMap.entrySet()
                .stream()
                .max(Map.Entry.comparingByValue());

        returnMap.put("maxSensor",max0.get().getKey());
        returnMap.put("AQI", AQIMAX);
        if (AQIList.size()>0){
            Double AQIMAX = Collections.max(AQIList);
            Optional<Map.Entry<String, Integer>> max0 = maxMap.entrySet()
                    .stream()
                    .max(Map.Entry.comparingByValue());
            returnMap.put("maxSensor",max0.get().getKey());
            returnMap.put("AQI", AQIMAX);
        }else {
            returnMap.put("maxSensor","");
            returnMap.put("AQI", "");
        }
        return returnMap;
    }
    static double PM2_5AQI(Double value) {

 src/main/resources/mapper/HistoryHourlyMapper.xml

@@ -112,15 +112,15 @@
    </select>
    <select id="getDataAvbByMIdAndTime" resultType="java.util.Map">
        select hh.time as `time`,
            AVG(hh.json->"$.e1[0]") as `PM2_5`,AVG(hh.json->"$.e2[0]") as 'PM10',AVG(hh.json->"$.e10[0]") as 'CO',
            AVG(hh.json->"$.e11[0]") as 'SO2',AVG(hh.json->"$.e16[0]") as 'NO2',AVG(hh.json->"$.e15[0]") as 'O3'
            ROUND(AVG(hh.json->"$.e1[0]")) as `PM2_5`,ROUND(AVG(hh.json->"$.e2[0]")) as 'PM10',CAST(AVG(hh.json->"$.e10[0]") as DECIMAL(10,1)) as 'CO',
            ROUND(AVG(hh.json->"$.e11[0]")) as 'SO2',ROUND(AVG(hh.json->"$.e16[0]")) as 'NO2',ROUND(AVG(hh.json->"$.e15[0]")) as 'O3'
            from monitor_point mt,device d,history_hourly hh
            where mt.id=d.monitor_point_id and d.mac=hh.mac and mt.id=#{mId} and hh.time>#{startTime} and hh.time<![CDATA[<=]]>#{endTime} GROUP BY hh.time;
    </select>
    <select id="getDataByMonitorPoints" resultType="java.util.Map">
        select hh.time as `time`,
        AVG(hh.json->"$.e1[0]") as `PM2_5`,AVG(hh.json->"$.e2[0]") as 'PM10',AVG(hh.json->"$.e10[0]") as 'CO',
        AVG(hh.json->"$.e11[0]") as 'SO2',AVG(hh.json->"$.e16[0]") as 'NO2',AVG(hh.json->"$.e15[0]") as 'O3'
        ROUND(AVG(hh.json->"$.e1[0]")) as `PM2_5`,ROUND(AVG(hh.json->"$.e2[0]")) as 'PM10',CAST(AVG(hh.json->"$.e10[0]") as DECIMAL(10,1)) as 'CO',
        ROUND(AVG(hh.json->"$.e11[0]")) as 'SO2',ROUND(AVG(hh.json->"$.e16[0]")) as 'NO2',ROUND(AVG(hh.json->"$.e15[0]")) as 'O3'
        from monitor_point mt,device d,history_hourly hh
        where mt.id=d.monitor_point_id and d.mac=hh.mac and mt.id in
        <foreach collection="mIds" item="id" index="index" open="(" close=")" separator=",">
@@ -129,14 +129,15 @@
        and hh.time>#{startTime} and hh.time<![CDATA[<=]]>#{endTime} GROUP BY hh.time;
    </select>
    <select id="getAvgDataByMId" resultType="java.util.Map">
        SELECT AVG(hh.json->"$.e1[0]") as `PM2_5`,AVG(hh.json->"$.e2[0]") as 'PM10',AVG(hh.json->"$.e10[0]") as 'CO',
        AVG(hh.json->"$.e11[0]") as 'SO2',AVG(hh.json->"$.e16[0]") as 'NO2',AVG(hh.json->"$.e15[0]") as 'O3_day'
        SELECT
       ROUND(AVG(hh.json->"$.e1[0]")) as `PM2_5`,ROUND(AVG(hh.json->"$.e2[0]")) as 'PM10',CAST(AVG(hh.json->"$.e10[0]") as DECIMAL(10,1)) as 'CO',
        ROUND(AVG(hh.json->"$.e11[0]")) as 'SO2',ROUND(AVG(hh.json->"$.e16[0]")) as 'NO2',ROUND(AVG(hh.json->"$.e15[0]")) as 'O3_day'
        from monitor_point mt,device d,history_hourly hh where mt.id=d.monitor_point_id
        and d.mac=hh.mac and mt.id =#{mId} and hh.time<![CDATA[<=]]>#{endTime} and hh.time>#{startTime}
    </select>
    <select id="getAvgDataByMIds" resultType="java.util.Map">
        SELECT AVG(hh.json->"$.e1[0]") as `PM2_5`,AVG(hh.json->"$.e2[0]") as 'PM10',AVG(hh.json->"$.e10[0]") as 'CO',
        AVG(hh.json->"$.e11[0]") as 'SO2',AVG(hh.json->"$.e16[0]") as 'NO2',AVG(hh.json->"$.e15[0]") as 'O3_day'
        SELECT ROUND(AVG(hh.json->"$.e1[0]")) as `PM2_5`,ROUND(AVG(hh.json->"$.e2[0]")) as 'PM10',CAST(AVG(hh.json->"$.e10[0]") as DECIMAL(10,1)) as 'CO',
       ROUND(AVG(hh.json->"$.e11[0]")) as 'SO2',ROUND(AVG(hh.json->"$.e16[0]")) as 'NO2',ROUND(AVG(hh.json->"$.e15[0]")) as 'O3_day'
        from monitor_point mt,device d,history_hourly hh where mt.id=d.monitor_point_id
        and d.mac=hh.mac and mt.id in
        <foreach collection="mIds" item="id" index="index" open="(" close=")" separator=",">

 src/main/resources/mapper/HistoryMapper.xml

@@ -301,14 +301,14 @@
        limit 0,1

    </select>

    <select id="getDailyAvgData" resultType="java.util.Map">

        SELECT  AVG(hd.json->"$.e1[0]") as `PM2_5`,AVG(hd.json->"$.e2[0]") as 'PM10',AVG(hd.json->"$.e10[0]") as 'CO',

            AVG(hd.json->"$.e11[0]") as 'SO2',AVG(hd.json->"$.e16[0]") as 'NO2',AVG(hd.json->"$.e15[0]") as 'O3_day'

        SELECT  ROUND(AVG(hd.json->"$.e1[0]")) as `PM2_5`,ROUND(AVG(hd.json->"$.e2[0]")) as 'PM10',CAST(AVG(hd.json->"$.e10[0]") as DECIMAL(10,1)) as 'CO',

            ROUND(AVG(hd.json->"$.e11[0]")) as 'SO2',ROUND(AVG(hd.json->"$.e16[0]")) as 'NO2',ROUND(AVG(hd.json->"$.e15[0]")) as 'O3_day'

            FROM `history_daily` hd,monitor_point mt,device d where mt.id=d.monitor_point_id

            and d.mac=hd.mac and mt.id=#{mId} and time=#{time}

    </select>

    <select id="getDailyAvgDataByMIds" resultType="java.util.Map">

        SELECT  AVG(hd.json->"$.e1[0]") as `PM2_5`,AVG(hd.json->"$.e2[0]") as 'PM10',AVG(hd.json->"$.e10[0]") as 'CO',

            AVG(hd.json->"$.e11[0]") as 'SO2',AVG(hd.json->"$.e16[0]") as 'NO2',AVG(hd.json->"$.e15[0]") as 'O3_day'

        SELECT  ROUND(AVG(hd.json->"$.e1[0]")) as `PM2_5`,ROUND(AVG(hd.json->"$.e2[0]")) as 'PM10',CAST(AVG(hd.json->"$.e10[0]") as DECIMAL(10,1)) as 'CO',

        ROUND(AVG(hd.json->"$.e11[0]")) as 'SO2',ROUND(AVG(hd.json->"$.e16[0]")) as 'NO2',ROUND(AVG(hd.json->"$.e15[0]")) as 'O3_day'

            FROM `history_daily` hd,monitor_point mt,device d where mt.id=d.monitor_point_id

            and d.mac=hd.mac and mt.id in

        <foreach collection="mIds" item="id" index="index" open="(" close=")" separator=",">