From 9dcca27f3e28febdf4d79c2b6017d15bb104cff2 Mon Sep 17 00:00:00 2001
From: kaiyu <404897439@qq.com>
Date: Thu, 10 Mar 2022 13:32:52 +0800
Subject: [PATCH] screen-api            增加五分钟弹窗数据接口

---
 screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java |  493 ++++++++++++++++++++++++++++++++++++++++--------------
 1 files changed, 360 insertions(+), 133 deletions(-)

diff --git a/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java b/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java
index 536f9f5..be28219 100644
--- a/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java
+++ b/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java
@@ -3,6 +3,7 @@
 import com.alibaba.fastjson.JSON;
 import com.alibaba.fastjson.JSONObject;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
+import com.moral.api.config.properties.SpecialCitiesProperties;
 import com.moral.api.entity.CityAqi;
 import com.moral.api.entity.CityAqiDaily;
 import com.moral.api.entity.CityAqiMonthly;
@@ -12,6 +13,10 @@
 import com.moral.api.entity.SysArea;
 import com.moral.api.mapper.CityAqiMapper;
 import com.moral.api.mapper.ForecastMapper;
+import com.moral.api.pojo.dto.cityAQI.CityPollutionLevel;
+import com.moral.api.pojo.dto.cityAQI.ConcentrationAndPercent;
+import com.moral.api.pojo.form.aqi.AirQualityComparisonForm;
+import com.moral.api.pojo.vo.cityAQI.AirQualityComparisonVO;
 import com.moral.api.service.CityAqiDailyService;
 import com.moral.api.service.CityAqiMonthlyService;
 import com.moral.api.service.CityAqiService;
@@ -60,9 +65,6 @@
     private RedisTemplate redisTemplate;
 
     @Autowired
-    private OrganizationService organizationService;
-
-    @Autowired
     private SysAreaService sysAreaService;
 
     @Autowired
@@ -73,6 +75,9 @@
 
     @Autowired
     private CityAqiYearlyService cityAqiYearlyService;
+
+    @Autowired
+    private SpecialCitiesProperties specialCitiesProperties;
 
     @Override
     public List<Map<String, Object>> measuredCompareForecastOfO3(Map<String, Object> params) {
@@ -146,7 +151,7 @@
                 value = (Map<String, Object>) redisTemplate.opsForHash().get(RedisConstants.CITY_AQI, String.valueOf(regionCode));
                 if (value == null)
                     value = queryCityAqiByRegionCodeFromDB(regionCode);
-            }else{
+            } else {
                 return null;
             }
         }
@@ -167,7 +172,7 @@
         lastDataWrapper.orderByDesc("time");
         lastDataWrapper.last(true, "limit 1");
         CityAqi cityAqi = cityAqiMapper.selectOne(lastDataWrapper);
-        if(cityAqi==null)
+        if (cityAqi == null)
             return null;
         //���������24������������������
         Date endDate = cityAqi.getTime();
@@ -260,39 +265,46 @@
         Integer curCityCode = Integer.parseInt(s.substring(0, 4) + "00");
 
         QueryWrapper<SysArea> areaWrapper = new QueryWrapper<>();
-        if ("province".equals(cityType)) {
-            //���������������������
-            areaWrapper.select("area_code").eq("parent_code", curProvinceCode);
+
+        List<SysArea> sysAreas;
+        if ("28".equals(cityType)) {
+            //������2+26������
+            sysAreas = specialCitiesProperties.getTwentyEightCities();
         } else {
-            //������������������������
-            areaWrapper.select("area_code").eq("parent_code", curCityCode);
+            if ("province".equals(cityType)) {
+                //���������������������
+                areaWrapper.select("area_code", "area_name").eq("parent_code", curProvinceCode);
+            } else {
+                //������������������������
+                areaWrapper.select("area_code", "area_name").eq("parent_code", curCityCode);
+            }
+            sysAreas = sysAreaService.list(areaWrapper);
         }
-        List<Object> regionCodes = sysAreaService.listObjs(areaWrapper);
 
         switch (type) {
             case "today":
-                result = accumulatedTodayRank(regionCodes);
+                result = accumulatedTodayRank(sysAreas);
                 break;
             case "hour":
                 time = new StringBuilder(time).replace(10, 11, " ").toString() + ":00:00";
-                result = hourRank(regionCodes, time);
+                result = hourRank(sysAreas, time);
                 break;
             case "day":
                 time = time + " 00:00:00";
-                result = dayRank(regionCodes, time);
+                result = dayRank(sysAreas, time);
                 break;
             case "month":
                 time = time + "-01 00:00:00";
-                result = monthRank(regionCodes, time);
+                result = monthRank(sysAreas, time);
                 break;
             case "year":
                 time = time + "-01-01 00:00:00";
-                result = yearRank(regionCodes, time);
+                result = yearRank(sysAreas, time);
                 break;
             case "custom":
                 start = start + " 00:00:00";
                 end = end + " :00:00";
-                result = customRank(regionCodes, start, end);
+                result = customRank(sysAreas, start, end);
                 break;
             default:
                 break;
@@ -301,10 +313,14 @@
     }
 
     /**
-     * @param regionCodes ���������������������������������������
+     * @param sysAreas ������������������������
      * @return ���������������������������
      */
-    private List<Map<String, Object>> accumulatedTodayRank(List<Object> regionCodes) {
+    private List<Map<String, Object>> accumulatedTodayRank(List<SysArea> sysAreas) {
+        List<Integer> regionCodes = sysAreas.stream()
+                .map(SysArea::getAreaCode)
+                .collect(Collectors.toList());
+
         List<Map<String, Object>> result = new ArrayList<>();
         List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2", "CO", "O3");
         Date now = new Date();
@@ -315,7 +331,7 @@
                 .in("city_code", regionCodes);
         List<Map<String, Object>> cumulativeData = cityAqiMapper.selectMaps(wrapper);
         //���city_code������
-        Map<String, List<Map<String, Object>>> data = cumulativeData.parallelStream().collect(Collectors.groupingBy(o -> o.get("city_code").toString()));
+        Map<Integer, List<Map<String, Object>>> data = cumulativeData.parallelStream().collect(Collectors.groupingBy(o -> Integer.parseInt(o.get("city_code").toString())));
         data.forEach((cityCode, value) -> {
             List<Double> doubles = new ArrayList<>();
             for (Map<String, Object> objectMap : value) {
@@ -377,22 +393,27 @@
             dataMap.put("compositeIndex", compositeIndex);
 
             //���������
-            QueryWrapper<SysArea> queryWrapper = new QueryWrapper<>();
-            queryWrapper.select("area_name").eq("area_code", cityCode);
-            String areaName = sysAreaService.getOne(queryWrapper).getAreaName();
-            dataMap.put("cityName", areaName);
-
+            for (SysArea sysArea : sysAreas) {
+                if (cityCode.equals(sysArea.getAreaCode())) {
+                    dataMap.put("cityName", sysArea.getAreaName());
+                    break;
+                }
+            }
             result.add(dataMap);
         });
         return result;
     }
 
     /**
-     * @param regionCodes ���������������������������������
-     * @param time        ��������������������������� 2021-11-04 13:00:00
+     * @param sysAreas ������������������������
+     * @param time     ��������������������������� 2021-11-04 13:00:00
      * @return ���������������������
      */
-    private List<Map<String, Object>> hourRank(List<Object> regionCodes, String time) {
+    private List<Map<String, Object>> hourRank(List<SysArea> sysAreas, String time) {
+        List<Integer> regionCodes = sysAreas.stream()
+                .map(SysArea::getAreaCode)
+                .collect(Collectors.toList());
+
         List<Map<String, Object>> result = new ArrayList<>();
         QueryWrapper<CityAqi> wrapper = new QueryWrapper<>();
         wrapper.select("value")
@@ -415,11 +436,15 @@
     }
 
     /**
-     * @param regionCodes ���������������������������������
-     * @param time        ��������������������������� 2021-11-04 00:00:00
+     * @param sysAreas ������������������������
+     * @param time     ��������������������������� 2021-11-04 00:00:00
      * @return ������������������
      */
-    private List<Map<String, Object>> dayRank(List<Object> regionCodes, String time) {
+    private List<Map<String, Object>> dayRank(List<SysArea> sysAreas, String time) {
+        List<Integer> regionCodes = sysAreas.stream()
+                .map(SysArea::getAreaCode)
+                .collect(Collectors.toList());
+
         List<Map<String, Object>> result = new ArrayList<>();
         QueryWrapper<CityAqiDaily> wrapper = new QueryWrapper<>();
         wrapper.select("city_code", "value")
@@ -434,30 +459,37 @@
                 primaryPollutant = primaryPollutantNames.stream().map(String::valueOf).collect(Collectors.joining(","));
             }
             value.put("primaryPollutant", primaryPollutant);
+
+
             //���������
-            QueryWrapper<SysArea> queryWrapper = new QueryWrapper<>();
-            queryWrapper.select("area_name")
-                    .eq("area_code", dayDatum.get("city_code"));
-            String areaName = sysAreaService.getOne(queryWrapper).getAreaName();
-            value.put("cityName", areaName);
+            for (SysArea sysArea : sysAreas) {
+                if (dayDatum.get("city_code").equals(sysArea.getAreaCode())) {
+                    value.put("cityName", sysArea.getAreaName());
+                    break;
+                }
+            }
             result.add(value);
         }
         return result;
     }
 
     /**
-     * @param regionCodes ���������������������������������
-     * @param time        ��������������������������� 2021-11-01 00:00:00 ������1���
+     * @param sysAreas ������������������������
+     * @param time     ��������������������������� 2021-11-01 00:00:00 ������1���
      * @return ������������������
      */
-    private List<Map<String, Object>> monthRank(List<Object> regionCodes, String time) {
+    private List<Map<String, Object>> monthRank(List<SysArea> sysAreas, String time) {
+        List<Integer> regionCodes = sysAreas.stream()
+                .map(SysArea::getAreaCode)
+                .collect(Collectors.toList());
+
         //���������������������������
         List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
         List<Map<String, Object>> result = new ArrayList<>();
-        //���������������,������������������������������city_aqi_monthly������
+        //������������������,������������������������������city_aqi_monthly������
         if (!time.substring(0, 7).equals(DateUtils.dateToDateString(new Date(), DateUtils.yyyy_MM_EN))) {
             QueryWrapper<CityAqiMonthly> cityAqiMonthlyQueryWrapper = new QueryWrapper<>();
-            for (Object regionCode : regionCodes) {
+            for (Integer regionCode : regionCodes) {
                 cityAqiMonthlyQueryWrapper.clear();
                 cityAqiMonthlyQueryWrapper.select("value")
                         .eq("city_code", regionCode)
@@ -468,13 +500,15 @@
                 }
                 String value = cityAqiMonthly.getValue();
                 Map<String, Object> resultMap = JSONObject.parseObject(value, Map.class);
+
+
                 //���������
-                QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
-                sysAreaQueryWrapper.select("area_name")
-                        .eq("area_code", regionCode);
-                String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
-                resultMap.put("cityName", areaName);
-                result.add(resultMap);
+                for (SysArea sysArea : sysAreas) {
+                    if (regionCode.equals(sysArea.getAreaCode())) {
+                        resultMap.put("cityName", sysArea.getAreaName());
+                        break;
+                    }
+                }
             }
             return result;
         }
@@ -485,7 +519,9 @@
                 .in("city_code", regionCodes);
         List<Map<String, Object>> thisMonthData = cityAqiDailyService.listMaps(cityAqiDailyQueryWrapper);
         //���city_code������
-        Map<String, List<Map<String, Object>>> thisMonthMap = thisMonthData.parallelStream().collect(Collectors.groupingBy(o -> o.get("city_code").toString()));
+        Map<Integer, List<Map<String, Object>>> thisMonthMap = thisMonthData.parallelStream()
+                .collect(Collectors.groupingBy(o -> Integer.parseInt(o.get("city_code").toString())));
+
         thisMonthMap.forEach((cityCode, value) -> {
             Map<String, Object> resultMap = new HashMap<>();
 
@@ -556,30 +592,34 @@
             resultMap.put("monthContrast", monthContrast);
 
             //���������
-            QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
-            sysAreaQueryWrapper.select("area_name")
-                    .eq("area_code", cityCode);
-            String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
-            resultMap.put("cityName", areaName);
-
+            for (SysArea sysArea : sysAreas) {
+                if (cityCode.equals(sysArea.getAreaCode())) {
+                    resultMap.put("cityName", sysArea.getAreaName());
+                    break;
+                }
+            }
             result.add(resultMap);
         });
         return result;
     }
 
     /**
-     * @param regionCodes ���������������������������������
-     * @param time        ��������������������������� 2021-11-01 00:00:00 ������1���1���
+     * @param sysAreas ������������������������
+     * @param time     ��������������������������� 2021-11-01 00:00:00 ������1���1���
      * @return ������������������
      */
-    private List<Map<String, Object>> yearRank(List<Object> regionCodes, String time) {
+    private List<Map<String, Object>> yearRank(List<SysArea> sysAreas, String time) {
+        List<Integer> regionCodes = sysAreas.stream()
+                .map(SysArea::getAreaCode)
+                .collect(Collectors.toList());
+
         //���������������������������
         List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
         List<Map<String, Object>> result = new ArrayList<>();
         //���������������,������������������������������city_aqi_monthly������
         if (!time.substring(0, 4).equals(DateUtils.dateToDateString(new Date(), DateUtils.yyyy))) {
             QueryWrapper<CityAqiYearly> cityAqiYearlyQueryWrapper = new QueryWrapper<>();
-            for (Object regionCode : regionCodes) {
+            for (Integer regionCode : regionCodes) {
                 cityAqiYearlyQueryWrapper.clear();
                 cityAqiYearlyQueryWrapper.select("value")
                         .eq("city_code", regionCode)
@@ -590,12 +630,15 @@
                 }
                 String value = cityAqiYearly.getValue();
                 Map<String, Object> resultMap = JSONObject.parseObject(value, Map.class);
+
+
                 //���������
-                QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
-                sysAreaQueryWrapper.select("area_name")
-                        .eq("area_code", regionCode);
-                String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
-                resultMap.put("cityName", areaName);
+                for (SysArea sysArea : sysAreas) {
+                    if (regionCode.equals(sysArea.getAreaCode())) {
+                        resultMap.put("cityName", sysArea.getAreaName());
+                        break;
+                    }
+                }
                 result.add(resultMap);
             }
             return result;
@@ -607,7 +650,8 @@
                 .in("city_code", regionCodes);
         List<Map<String, Object>> thisMonthData = cityAqiDailyService.listMaps(cityAqiDailyQueryWrapper);
         //���city_code������
-        Map<String, List<Map<String, Object>>> thisYearMap = thisMonthData.parallelStream().collect(Collectors.groupingBy(o -> o.get("city_code").toString()));
+        Map<Integer, List<Map<String, Object>>> thisYearMap = thisMonthData.parallelStream()
+                .collect(Collectors.groupingBy(o -> Integer.parseInt(o.get("city_code").toString())));
         thisYearMap.forEach((cityCode, value) -> {
             Map<String, Object> resultMap = new HashMap<>();
 
@@ -676,24 +720,31 @@
                 yearContrast = decimalFormat.format((compositeIndex - lastCompositeIndex) / lastCompositeIndex);
             }
             resultMap.put("yearContrast", yearContrast);
-            //���������
-            QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
-            sysAreaQueryWrapper.select("area_name").eq("area_code", cityCode);
-            String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
-            resultMap.put("cityName", areaName);
 
+
+            //���������
+            for (SysArea sysArea : sysAreas) {
+                if (cityCode.equals(sysArea.getAreaCode())) {
+                    resultMap.put("cityName", sysArea.getAreaName());
+                    break;
+                }
+            }
             result.add(resultMap);
         });
         return result;
     }
 
     /**
-     * @param regionCodes ���������������������������������
-     * @param start       ���������������������������������,���������������2021-11-03 00:00:00
-     * @param end         ���������������������������������,���������������2021-11-25 00:00:00
+     * @param sysAreas ������������������������
+     * @param start    ���������������������������������,���������������2021-11-03 00:00:00
+     * @param end      ���������������������������������,���������������2021-11-25 00:00:00
      * @return ������������������������
      */
-    private List<Map<String, Object>> customRank(List<Object> regionCodes, String start, String end) {
+    private List<Map<String, Object>> customRank(List<SysArea> sysAreas, String start, String end) {
+        List<Integer> regionCodes = sysAreas.stream()
+                .map(SysArea::getAreaCode)
+                .collect(Collectors.toList());
+
         //���������������������������
         List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
         List<Map<String, Object>> result = new ArrayList<>();
@@ -704,7 +755,8 @@
                 .in("city_code", regionCodes);
         List<Map<String, Object>> thisMonthData = cityAqiDailyService.listMaps(cityAqiDailyQueryWrapper);
         //���city_code������
-        Map<String, List<Map<String, Object>>> customMap = thisMonthData.parallelStream().collect(Collectors.groupingBy(o -> o.get("city_code").toString()));
+        Map<Integer, List<Map<String, Object>>> customMap = thisMonthData.parallelStream()
+                .collect(Collectors.groupingBy(o -> Integer.parseInt(o.get("city_code").toString())));
         customMap.forEach((cityCode, value) -> {
             Map<String, Object> resultMap = new HashMap<>();
 
@@ -758,74 +810,22 @@
             resultMap.put("O3_8H", resultMap.remove("O3"));
 
             //���������
-            QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
-            sysAreaQueryWrapper.select("area_name").eq("area_code", cityCode);
-            String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
-            resultMap.put("cityName", areaName);
-
+            for (SysArea sysArea : sysAreas) {
+                if (cityCode.equals(sysArea.getAreaCode())) {
+                    resultMap.put("cityName", sysArea.getAreaName());
+                    break;
+                }
+            }
             result.add(resultMap);
         });
         return result;
     }
 
-    /**
-     * @Description: ������6������������
-     * @Param: [cityAqiList]
-     * @return: java.util.Map<java.lang.String       ,               java.lang.Double>
-     * ���������key���sensorCode,value������
-     * @Author: ���������
-     * @Date: 2021/11/2
-     */
-    private Map<String, Object> calculate6ParamAvg(List<CityAqi> cityAqiList) {
-        Double co = calculateSensorAvg(cityAqiList, "CO");
-        Double pm2_5 = calculateSensorAvg(cityAqiList, "PM2_5");
-        Double pm10 = calculateSensorAvg(cityAqiList, "PM10");
-        Double so2 = calculateSensorAvg(cityAqiList, "SO2");
-        Double no2 = calculateSensorAvg(cityAqiList, "NO2");
-        Double o3 = calculateSensorAvg(cityAqiList, "O3");
-        Map<String, Object> result = new HashMap<>();
-        result.put(Constants.SENSOR_CODE_CO, co);
-        result.put(Constants.SENSOR_CODE_NO2, no2);
-        result.put(Constants.SENSOR_CODE_SO2, so2);
-        result.put(Constants.SENSOR_CODE_O3, o3);
-        result.put(Constants.SENSOR_CODE_PM25, pm2_5);
-        result.put(Constants.SENSOR_CODE_PM10, pm10);
-        return result;
-    }
-
-    /**
-     * @Description: ������������������������
-     * @Param: [cityAqiList, sensor]
-     * ���sensor���������������������������
-     * @return: java.lang.Double
-     * @Author: ���������
-     * @Date: 2021/11/2
-     */
-    private Double calculateSensorAvg(List<CityAqi> cityAqiList, String sensor) {
-        Double sum = 0d;
-        int num = 0;
-        for (CityAqi cityAqi : cityAqiList) {
-            String value = cityAqi.getValue();
-            if (value == null)
-                continue;
-            Map<String, Object> valueMap = JSON.parseObject(value, Map.class);
-            Object sensorValueObject = valueMap.get(sensor);
-            if (sensorValueObject == null)
-                continue;
-            Double sensorValue = Double.valueOf(sensorValueObject.toString());
-            sum = MathUtils.add(sum, sensorValue);
-            num++;
-        }
-        if (num == 0)
-            return null;
-        Double avg = MathUtils.division(sum, num, 2);
-        return avg;
-    }
 
     /**
      * @Description: ������������������������
      * @Param: [regionCode]
-     * @return: java.util.Map<java.lang.String       ,               java.lang.Object>
+     * @return: java.util.Map<java.lang.String                                                               ,                                                                                                                               java.lang.Object>
      * @Author: ���������
      * @Date: 2021/10/28
      */
@@ -951,6 +951,161 @@
         return result;
     }
 
+    @Override
+    public List<AirQualityComparisonVO> queryAirQualityComparison(AirQualityComparisonForm form) {
+        //������
+        Integer regionCode = form.getRegionCode();
+        String regionType = form.getRegionType();
+        Date startDate = form.getStartDate();
+        Date endDate = form.getEndDate();
+        Date comparisonStartDate = form.getComparisonStartDate();
+        Date comparisonEndDate = form.getComparisonEndDate();
+        String dateType = form.getDateType();
+        //������������/������
+        List<SysArea> areas = getSysAreasByRegionType(regionType, regionCode);
+        if (ObjectUtils.isEmpty(areas))
+            return null;
+        List<AirQualityComparisonVO> vos = new ArrayList<>();
+        for (SysArea area : areas) {
+            //������������������������������������6������������������
+            Map<String, Object> data = getDataByTimeTypeAndRegionCode(dateType, startDate, endDate, area.getAreaCode());
+            Map<String, Object> comparisonData = getDataByTimeTypeAndRegionCode(dateType, comparisonStartDate, comparisonEndDate, area.getAreaCode());
+            if (ObjectUtils.isEmpty(data) || ObjectUtils.isEmpty(comparisonData))
+                continue;
+            //���������������������������������������
+            CityPollutionLevel days = cityAqiDailyService.calculateDaysByTimeAndSysArea(area, startDate, endDate);
+            CityPollutionLevel comparisonDays = cityAqiDailyService.calculateDaysByTimeAndSysArea(area, comparisonStartDate, comparisonEndDate);
+            int fineDays = days.getExcellentWeatherDays() + days.getGoodWeatherDays();
+            int serverDays = days.getSeriousWeatherDays() + days.getServerWeatherDays();
+            int comparisonFineDays = comparisonDays.getExcellentWeatherDays() + comparisonDays.getGoodWeatherDays();
+            int comparisonServerDays = comparisonDays.getSeriousWeatherDays() + comparisonDays.getServerWeatherDays();
+            //������6������������������
+            Map<String, ConcentrationAndPercent> sixParamAndComIndexResult = contrastSixParamAndComIndex(data, comparisonData);
+            //������������������������������������������
+            ConcentrationAndPercent fine = contrastDays(fineDays, comparisonFineDays);
+            ConcentrationAndPercent server = contrastDays(serverDays, comparisonServerDays);
+            //������������������
+            AirQualityComparisonVO vo = new AirQualityComparisonVO();
+            vo.setFineDays(fine);
+            vo.setServerDays(server);
+            vo.setCO(sixParamAndComIndexResult.get("CO"));
+            vo.setO3(sixParamAndComIndexResult.get("O3"));
+            vo.setPM25(sixParamAndComIndexResult.get("PM2_5"));
+            vo.setPM10(sixParamAndComIndexResult.get("PM10"));
+            vo.setSO2(sixParamAndComIndexResult.get("SO2"));
+            vo.setNO2(sixParamAndComIndexResult.get("NO2"));
+            vo.setCompositeIndex(sixParamAndComIndexResult.get("compositeIndex"));
+            vo.setCityName(area.getAreaName());
+            vos.add(vo);
+        }
+        return vos;
+    }
+
+    /**
+     * @Description: ������6������������������������������������
+     * @Param: [data, comparisonData]
+     * @return: java.util.Map<java.lang.String                               ,                               com.moral.api.pojo.dto.cityAQI.ConcentrationAndPercent>
+     * @Author: ���������
+     * @Date: 2022/1/17
+     */
+    private Map<String, ConcentrationAndPercent> contrastSixParamAndComIndex(Map<String, Object> data, Map<String, Object> comparisonData) {
+        Map<String, ConcentrationAndPercent> result = new HashMap<>();
+        result.put("CO", contrastParam(Double.parseDouble(data.get("CO").toString()), Double.parseDouble(comparisonData.get("CO").toString()), "CO"));
+        result.put("NO2", contrastParam(Double.parseDouble(data.get("NO2").toString()), Double.parseDouble(comparisonData.get("NO2").toString()), "NO2"));
+        result.put("SO2", contrastParam(Double.parseDouble(data.get("SO2").toString()), Double.parseDouble(comparisonData.get("SO2").toString()), "SO2"));
+        result.put("O3", contrastParam(Double.parseDouble(data.get("O3").toString()), Double.parseDouble(comparisonData.get("O3").toString()), "O3"));
+        result.put("PM2_5", contrastParam(Double.parseDouble(data.get("PM2_5").toString()), Double.parseDouble(comparisonData.get("PM2_5").toString()), "PM2_5"));
+        result.put("PM10", contrastParam(Double.parseDouble(data.get("PM10").toString()), Double.parseDouble(comparisonData.get("PM10").toString()), "PM10"));
+        result.put("compositeIndex", contrastParam(Double.parseDouble(data.get("compositeIndex").toString()), Double.parseDouble(comparisonData.get("compositeIndex").toString()), "compositeIndex"));
+        return result;
+    }
+
+    /**
+     * @Description: ������6������������������������/���������������������
+     * @Param: [data, comparisonData]
+     * @return: com.moral.api.pojo.dto.cityAQI.ConcentrationAndPercent
+     * @Author: ���������
+     * @Date: 2022/1/17
+     */
+    private ConcentrationAndPercent contrastParam(Double data, Double comparisonData, String sensor) {
+        double percentD = MathUtils.division(data - comparisonData, comparisonData, 4);
+        String percent = MathUtils.mul(percentD,100d) + "%";
+        ConcentrationAndPercent concentrationAndPercent = new ConcentrationAndPercent();
+        concentrationAndPercent.setPercent(percent);
+        if (sensor.equals("CO")) {//CO���������������������
+            Double CO = AmendUtils.sciCal(data, 1);
+            concentrationAndPercent.setConcentration(CO.toString());
+        }else if (sensor.equals("compositeIndex")){
+            concentrationAndPercent.setConcentration(data.toString());
+        }else{
+            Double sensorD = AmendUtils.sciCal(data, 0);
+            Integer sensorI = new Double(sensorD).intValue();
+            concentrationAndPercent.setConcentration(sensorI.toString());
+        }
+        return concentrationAndPercent;
+    }
+
+    /**
+     * @Description: ���������������������������������
+     * @Param: [days, comparisonDays]
+     * @return: com.moral.api.pojo.dto.cityAQI.ConcentrationAndPercent
+     * @Author: ���������
+     * @Date: 2022/1/17
+     */
+    private ConcentrationAndPercent contrastDays(Integer days, Integer comparisonDays) {
+        ConcentrationAndPercent concentrationAndPercent = new ConcentrationAndPercent();
+        concentrationAndPercent.setConcentration(days.toString());
+        Integer result = days - comparisonDays;
+        concentrationAndPercent.setPercent(result.toString() + "���");
+        return concentrationAndPercent;
+    }
+
+    /**
+     * @Description: ���������������������������������6������������������������������������������������������������������������
+     * @Param: [comparisonType, startDate, endDate, regionCode]
+     * @return: java.util.Map<java.lang.String                                                               ,                                                               java.lang.Object>
+     * @Author: ���������
+     * @Date: 2022/1/17
+     */
+    private Map<String, Object> getDataByTimeTypeAndRegionCode(String TimeType, Date startDate, Date endDate, Integer regionCode) {
+        Map<String, Object> data;
+        if (Constants.MONTH.equals(TimeType) && (!DateUtils.isCurrentMonth(startDate) || !DateUtils.isCurrentYear(startDate))) {//��������������� ���������������
+            List<CityAqiMonthly> cityAqis = cityAqiMonthlyService.getCityAqiMonthByRegionCodeAndTime(regionCode, startDate, endDate);
+            if (ObjectUtils.isEmpty(cityAqis))
+                return null;
+            data = JSON.parseObject(cityAqis.get(0).getValue(), Map.class);
+        } else if (Constants.YEAR.equals(TimeType) && (!DateUtils.isCurrentYear(startDate))) {//��������������� ���������������
+            List<CityAqiYearly> cityAqis = cityAqiYearlyService.getCityAqiYearlyByRegionCodeAndTime(regionCode, startDate, endDate);
+            if (ObjectUtils.isEmpty(cityAqis))
+                return null;
+            data = JSON.parseObject(cityAqis.get(0).getValue(), Map.class);
+        } else {//���������������������
+            List<CityAqiDaily> cityAqis = cityAqiDailyService.getCityAqiDailyByRegionCodeAndTime(regionCode, startDate, endDate);
+            if (ObjectUtils.isEmpty(cityAqis))
+                return null;
+            List<CityAqi> newCityAqis = new ArrayList<>();
+            List<Map<String, Object>> dailyDataMaps = new ArrayList<>();
+            cityAqis.forEach((value) -> {
+                newCityAqis.add(new CityAqi(value));
+                dailyDataMaps.add(JSON.parseObject(value.getValue(), Map.class));
+            });
+            //������������
+            data = calculate6ParamAvg(newCityAqis);
+            //���������������
+            data.put("CO", Double.parseDouble(data.remove(Constants.SENSOR_CODE_CO).toString()));
+            data.put("NO2", Double.parseDouble(data.remove(Constants.SENSOR_CODE_NO2).toString()));
+            data.put("SO2", Double.parseDouble(data.remove(Constants.SENSOR_CODE_SO2).toString()));
+            data.put("O3", Double.parseDouble(data.remove(Constants.SENSOR_CODE_O3).toString()));
+            data.put("PM2_5", Double.parseDouble(data.remove(Constants.SENSOR_CODE_PM25).toString()));
+            data.put("PM10", Double.parseDouble(data.remove(Constants.SENSOR_CODE_PM10).toString()));
+            //������������������
+            Double compositeIndex = ComprehensiveIndexUtils.dailyData(data);
+            data.put("compositeIndex", compositeIndex);
+        }
+        return data;
+    }
+
+
     //������������������
     private void sortByField(List<Map<String, Object>> list, String sortField) {
         list.sort((o1, o2) -> {
@@ -981,4 +1136,76 @@
         }
         return result;
     }
+
+    /**
+     * @Description: ���������������������������������������������������������
+     * @Param: [regionType, regionCode]
+     * @return: java.util.List<com.moral.api.entity.SysArea>
+     * @Author: ���������
+     * @Date: 2022/1/14
+     */
+    private List<SysArea> getSysAreasByRegionType(String regionType, Integer regionCode) {
+        List<SysArea> areas;
+        if (regionType.equals(Constants.TWENTY_EIGHT_CITIES)) {
+            SpecialCitiesProperties properties = new SpecialCitiesProperties();
+            areas = properties.getTwentyEightCities();
+        } else {
+            areas = sysAreaService.getChildren(regionCode);
+        }
+        return areas;
+    }
+
+    /**
+     * @Description: ������6������������
+     * @Param: [cityAqiList]
+     * @return: java.util.Map<java.lang.String                                                               ,                                                                                                                               java.lang.Double>
+     * ���������key���sensorCode,value������
+     * @Author: ���������
+     * @Date: 2021/11/2
+     */
+    private Map<String, Object> calculate6ParamAvg(List<CityAqi> cityAqiList) {
+        Double co = calculateSensorAvg(cityAqiList, "CO");
+        Double pm2_5 = calculateSensorAvg(cityAqiList, "PM2_5");
+        Double pm10 = calculateSensorAvg(cityAqiList, "PM10");
+        Double so2 = calculateSensorAvg(cityAqiList, "SO2");
+        Double no2 = calculateSensorAvg(cityAqiList, "NO2");
+        Double o3 = calculateSensorAvg(cityAqiList, "O3");
+        Map<String, Object> result = new HashMap<>();
+        result.put(Constants.SENSOR_CODE_CO, co);
+        result.put(Constants.SENSOR_CODE_NO2, no2);
+        result.put(Constants.SENSOR_CODE_SO2, so2);
+        result.put(Constants.SENSOR_CODE_O3, o3);
+        result.put(Constants.SENSOR_CODE_PM25, pm2_5);
+        result.put(Constants.SENSOR_CODE_PM10, pm10);
+        return result;
+    }
+
+    /**
+     * @Description: ������������������������
+     * @Param: [cityAqiList, sensor]
+     * ���sensor���������������������������
+     * @return: java.lang.Double
+     * @Author: ���������
+     * @Date: 2021/11/2
+     */
+    private Double calculateSensorAvg(List<CityAqi> cityAqiList, String sensor) {
+        Double sum = 0d;
+        int num = 0;
+        for (CityAqi cityAqi : cityAqiList) {
+            String value = cityAqi.getValue();
+            if (value == null)
+                continue;
+            Map<String, Object> valueMap = JSON.parseObject(value, Map.class);
+            Object sensorValueObject = valueMap.get(sensor);
+            if (sensorValueObject == null)
+                continue;
+            Double sensorValue = Double.valueOf(sensorValueObject.toString());
+            sum = MathUtils.add(sum, sensorValue);
+            num++;
+        }
+        if (num == 0)
+            return null;
+        Double avg = MathUtils.division(sum, num, 2);
+        return avg;
+    }
 }

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