| | |
| | | import com.alibaba.fastjson.JSON; |
| | | import com.alibaba.fastjson.JSONObject; |
| | | import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; |
| | | import com.moral.api.config.properties.BulletinProperties; |
| | | import com.moral.api.config.properties.SpecialCitiesProperties; |
| | | import com.moral.api.entity.CityAqiDaily; |
| | | import com.moral.api.entity.CityAqiMonthly; |
| | | import com.moral.api.entity.CityAqiYearly; |
| | | import com.moral.api.entity.SysArea; |
| | | import com.moral.api.mapper.CityAqiDailyMapper; |
| | | import com.moral.api.mapper.CityAqiMonthlyMapper; |
| | | import com.moral.api.pojo.dto.cityAQI.CityPollutionLevel; |
| | | import com.moral.api.pojo.dto.cityAQI.MonthlyPollutionLevel; |
| | | import com.moral.api.pojo.dto.cityAQI.PollutionDaysAndProportion; |
| | |
| | | import com.moral.api.service.CityAqiYearlyService; |
| | | import com.moral.api.service.SysAreaService; |
| | | import com.moral.constant.Constants; |
| | | import com.moral.util.AQIUtils; |
| | | import com.moral.util.ComprehensiveIndexUtils; |
| | | import com.moral.util.DateUtils; |
| | | import com.moral.util.MathUtils; |
| | | import com.moral.util.*; |
| | | import org.springframework.beans.factory.annotation.Autowired; |
| | | import org.springframework.stereotype.Service; |
| | | import org.springframework.util.ObjectUtils; |
| | | |
| | | import java.text.DecimalFormat; |
| | | import java.text.SimpleDateFormat; |
| | | import java.util.*; |
| | | |
| | |
| | | SysAreaService sysAreaService; |
| | | @Autowired |
| | | SpecialCitiesProperties specialCitiesProperties; |
| | | @Autowired |
| | | BulletinProperties bulletinProperties; |
| | | @Autowired |
| | | CityAqiMonthlyService cityAqiMonthlyService; |
| | | @Autowired |
| | | CityAqiYearlyService cityAqiYearlyService; |
| | | |
| | | @Override |
| | | public List<CityAqiDaily> getCityAqiDailyByRegionCodeAndTime(Integer regionCode, Date startDate, Date endDate) { |
| | | QueryWrapper<CityAqiDaily> queryWrapper = new QueryWrapper<>(); |
| | | queryWrapper.eq("city_code",regionCode); |
| | | queryWrapper.between("time",startDate,endDate); |
| | | queryWrapper.eq("city_code", regionCode); |
| | | queryWrapper.between("time", startDate, endDate); |
| | | return cityAqiDailyMapper.selectList(queryWrapper); |
| | | } |
| | | |
| | |
| | | return datas; |
| | | } |
| | | |
| | | |
| | | /** |
| | | * @Description: 根据地区对象和开始结束时间计算污染天气 |
| | | * @Param: [area, startDate, endDate] |
| | | * @return: com.moral.api.pojo.dto.cityAQI.CityPollutionLevel |
| | | * @Author: 陈凯裕 |
| | | * @Date: 2021/12/31 |
| | | */ |
| | | @Override |
| | | public CityPollutionLevel calculateDaysByTimeAndSysArea(SysArea area, Date startDate, Date endDate) { |
| | | //查询数据 |
| | |
| | | wrapper.between("time", startDate, endDate); |
| | | wrapper.orderByAsc("time"); |
| | | List<CityAqiDaily> cityAqiDailies = cityAqiDailyMapper.selectList(wrapper); |
| | | if(ObjectUtils.isEmpty(cityAqiDailies)) |
| | | if (ObjectUtils.isEmpty(cityAqiDailies)) |
| | | return null; |
| | | //如果数据的时间有重复则去重 |
| | | Map<String, CityAqiDaily> tmpMap = new LinkedHashMap<>(); |
| | |
| | | return cityPollutionLevel; |
| | | } |
| | | |
| | | @Override |
| | | public List<String> airQualityBulletin(String regionCode, Date time) { |
| | | List<String> result = new ArrayList<>(); |
| | | //查询日数据 |
| | | QueryWrapper<CityAqiDaily> dailyWrapper = new QueryWrapper<>(); |
| | | dailyWrapper.eq("city_code", regionCode); |
| | | dailyWrapper.eq("time", time); |
| | | CityAqiDaily cityAqiDaily = cityAqiDailyMapper.selectOne(dailyWrapper); |
| | | if (cityAqiDaily == null) |
| | | return null; |
| | | Map<String, Object> dailyDataMap = JSON.parseObject(cityAqiDaily.getValue(), Map.class); |
| | | //获取年月日 |
| | | int year = DateUtils.getYear(time); |
| | | int month = DateUtils.getMonth(time); |
| | | int day = DateUtils.getDay(time); |
| | | //获取简报title |
| | | String title = getBulletinTitle(month + "", day + ""); |
| | | if (title == null) |
| | | return null; |
| | | //获取简报第一段文字 |
| | | String paragraphOne = getParagraphOne(month + "", day + "", dailyDataMap); |
| | | if (paragraphOne == null) |
| | | return null; |
| | | //获取第二段文字 |
| | | List<String> paragraphTwoAndFour = getParagraphTwoAndFour(year + "", month + "", day + "", regionCode, time); |
| | | if(paragraphTwoAndFour==null) |
| | | return null; |
| | | String paragraphTwo = paragraphTwoAndFour.get(0); |
| | | //获取简报第三段文字 |
| | | String paragraphThree = getParagraphThree(month + "", day + "", regionCode, time); |
| | | if (paragraphThree == null) |
| | | return null; |
| | | //获取第四段文字 |
| | | String paragraphFour = paragraphTwoAndFour.get(1); |
| | | result.add(title); |
| | | result.add(paragraphOne); |
| | | result.add(paragraphTwo); |
| | | result.add(paragraphThree); |
| | | result.add(paragraphFour); |
| | | return result; |
| | | } |
| | | |
| | | //获取简报title信息 |
| | | private String getBulletinTitle(String month, String day) { |
| | | String title = bulletinProperties.getTitle(); |
| | | title = title.replace("{month}", month); |
| | | title = title.replace("{day}", day); |
| | | return title; |
| | | } |
| | | |
| | | //获取简报第一段信息 |
| | | private String getParagraphOne(String month, String day, Map<String, Object> dailyData) { |
| | | //计算污染等级 |
| | | String pollutionLevelDescribe = AQIUtils.classOfPollutionByAqi(Integer.parseInt(dailyData.get("AQI").toString())); |
| | | String pollutionLevel = AQIUtils.classCodeOfPollutionByAqi(Integer.parseInt(dailyData.get("AQI").toString())); |
| | | //计算未超标因子数目 |
| | | int standardCount = AQIUtils.standardCount(dailyData); |
| | | String paragraphOne = bulletinProperties.getParagraphOne(); |
| | | paragraphOne = paragraphOne.replace("{month}", month); |
| | | paragraphOne = paragraphOne.replace("{day}", day); |
| | | paragraphOne = paragraphOne.replace("{pollutionLevel}", pollutionLevel); |
| | | paragraphOne = paragraphOne.replace("{pollutionLevelDescribe}", pollutionLevelDescribe); |
| | | paragraphOne = paragraphOne.replace("{standardCount}", standardCount + ""); |
| | | paragraphOne = paragraphOne.replace("{PM2.5}", dailyData.get("PM2_5").toString()); |
| | | paragraphOne = paragraphOne.replace("{SO2}", dailyData.get("SO2").toString()); |
| | | paragraphOne = paragraphOne.replace("{NO2}", dailyData.get("NO2").toString()); |
| | | paragraphOne = paragraphOne.replace("{CO}", dailyData.get("CO").toString()); |
| | | paragraphOne = paragraphOne.replace("{O3}", dailyData.get("O3").toString()); |
| | | paragraphOne = paragraphOne.replace("{PM10}", dailyData.get("PM10").toString()); |
| | | return paragraphOne; |
| | | } |
| | | |
| | | //获取简报第二段和第四段信息 |
| | | private List<String> getParagraphTwoAndFour(String year, String month, String day, String regionCode, Date time) { |
| | | List<String> result = new ArrayList<>(); |
| | | String paragraphTwo = bulletinProperties.getParagraphTwo(); |
| | | String paragraphFour = bulletinProperties.getParagraphFour(); |
| | | Date startTime = DateUtils.getFirstDayOfYear(time); |
| | | Date endTime = time; |
| | | Date compareStartTime = DateUtils.addMonths(startTime, -12); |
| | | Date compareEndTime = DateUtils.addMonths(endTime, -12); |
| | | SysArea area = new SysArea(); |
| | | area.setAreaCode(Integer.parseInt(regionCode)); |
| | | //查询年度优良天气 |
| | | CityPollutionLevel days = calculateDaysByTimeAndSysArea(area, startTime, endTime); |
| | | //查询对比年度优良天气 |
| | | CityPollutionLevel compareDays = calculateDaysByTimeAndSysArea(area, compareStartTime, compareEndTime); |
| | | //查询年度数据 |
| | | List<CityAqiYearly> yearDataList = cityAqiYearlyService.getCityAqiYearlyByRegionCodeAndTime(Integer.parseInt(regionCode), startTime, endTime); |
| | | List<CityAqiYearly> compareYearDataList = cityAqiYearlyService.getCityAqiYearlyByRegionCodeAndTime(Integer.parseInt(regionCode), compareStartTime, compareEndTime); |
| | | if (ObjectUtils.isEmpty(yearDataList) || ObjectUtils.isEmpty(compareYearDataList)) |
| | | return null; |
| | | CityAqiYearly yearData = yearDataList.get(0); |
| | | CityAqiYearly compareYearData = compareYearDataList.get(0); |
| | | Map<String, Object> dataMap = JSON.parseObject(yearData.getValue(), Map.class); |
| | | Map<String, Object> compareDataMap = JSON.parseObject(compareYearData.getValue(), Map.class); |
| | | //封装第二段信息 |
| | | String yearPM_5 = dataMap.get("PM2_5").toString(); |
| | | String fineDays = days.getExcellentWeatherDays() + days.getGoodWeatherDays() + ""; |
| | | int allDays = DateUtils.getDays(startTime, endTime)+1; |
| | | paragraphTwo = paragraphTwo.replace("{year}", year); |
| | | paragraphTwo = paragraphTwo.replace("{yearPM2.5}", yearPM_5); |
| | | paragraphTwo = paragraphTwo.replace("{fineDays}", fineDays); |
| | | paragraphTwo = paragraphTwo.replace("{days}", allDays + ""); |
| | | result.add(paragraphTwo); |
| | | |
| | | //封装第四段信息 |
| | | //获取综合指数数据 |
| | | Double compositeIndex = Double.valueOf(dataMap.get("compositeIndex").toString()); |
| | | Double compareCompositeIndex = Double.valueOf(compareDataMap.get("compositeIndex").toString()); |
| | | //获取综合指数上升下降变量 |
| | | String yoyYearCompositeIndexUpDown = getUpOrDown(compositeIndex, compareCompositeIndex); |
| | | //获取综合指数同比差值比例变量 |
| | | String yoyYearCompositeIndex = calculateComparePerPositive(compositeIndex, compareCompositeIndex).toString(); |
| | | |
| | | //获取年度PM2.5 |
| | | Double PM2_5 = Double.valueOf(dataMap.get("PM2_5").toString()); |
| | | Double comparePM2_5 = Double.valueOf(compareDataMap.get("PM2_5").toString()); |
| | | //获取PM2.5上升下降变量 |
| | | String yoyYearPM2_5UpDown = getUpOrDown(PM2_5, comparePM2_5); |
| | | //获取PM2.5同比差值比例变量 |
| | | String yoyYearPM2_5 = calculateComparePerPositive(PM2_5, comparePM2_5).toString(); |
| | | |
| | | //获取年度优良天数 |
| | | int yearFineDays = days.getExcellentWeatherDays() + days.getGoodWeatherDays(); |
| | | //获取同比年度优良天数 |
| | | int compareYearFineDays = compareDays.getExcellentWeatherDays() + days.getGoodWeatherDays(); |
| | | //获取优良天数差值 |
| | | int yoyYearFineDaysInt = yearFineDays - compareYearFineDays; |
| | | String yoyYearFineDays = yoyYearFineDaysInt > 0 ? yoyYearFineDaysInt + "" : yoyYearFineDaysInt * (-1) + ""; |
| | | //获取优良天增加减少变量 |
| | | String yoyYearFineDaysUpDown = getIncreaseOrDecrease(yearFineDays, compareYearFineDays); |
| | | //获取年度污染天数 |
| | | int yearPollutionDays = days.getMildWeatherDays() + days.getMiddleWeatherDays() + days.getSeriousWeatherDays() + days.getServerWeatherDays(); |
| | | //获取年度优良天气占比 |
| | | String yearFineDaysPer = String.valueOf(MathUtils.division(yearFineDays*100 ,allDays,2)); |
| | | |
| | | //获取168城市综合指数排名和综合指数变化率排名 |
| | | List<Integer> oneSixEightRanges = rangeByCities(compositeIndex, |
| | | calculateCompare(compositeIndex, compareCompositeIndex), |
| | | startTime, endTime, compareStartTime, compareEndTime, |
| | | specialCitiesProperties.getOneSixEightCities()); |
| | | |
| | | //获取28城市综合指数排名和综合指数变化率排名 |
| | | List<Integer> twentyEightRanges = rangeByCities(compositeIndex, |
| | | calculateCompare(compositeIndex, compareCompositeIndex), |
| | | startTime, endTime, compareStartTime, compareEndTime, |
| | | specialCitiesProperties.getTwentyEightCities()); |
| | | |
| | | String compositeIndex28range = twentyEightRanges.get(0).toString(); |
| | | String compositeIndexPer28range = twentyEightRanges.get(1).toString(); |
| | | String compositeIndex168range = oneSixEightRanges.get(0).toString(); |
| | | String compositeIndexPer168range = oneSixEightRanges.get(1).toString(); |
| | | //封装返回信息 |
| | | paragraphFour = paragraphFour.replace("{month}",month); |
| | | paragraphFour = paragraphFour.replace("{day}",day); |
| | | paragraphFour = paragraphFour.replace("{yearCompositeIndex}",compositeIndex+""); |
| | | paragraphFour = paragraphFour.replace("{yoyYearCompositeIndex}",yoyYearCompositeIndex); |
| | | paragraphFour = paragraphFour.replace("{yoyYearCompositeIndexUpDown}",yoyYearCompositeIndexUpDown); |
| | | paragraphFour = paragraphFour.replace("{yearPM2.5}",PM2_5+""); |
| | | paragraphFour = paragraphFour.replace("{yoyYearPM2.5UpDown}",yoyYearPM2_5UpDown); |
| | | paragraphFour = paragraphFour.replace("{yoyYearPM2.5}",yoyYearPM2_5); |
| | | paragraphFour = paragraphFour.replace("{yearFineDays}",yearFineDays+""); |
| | | paragraphFour = paragraphFour.replace("{yearFineDaysPer}",yearFineDaysPer); |
| | | paragraphFour = paragraphFour.replace("{yearPollutionDays}",yearPollutionDays+""); |
| | | paragraphFour = paragraphFour.replace("{yoyYearFineDaysUpDown}",yoyYearFineDaysUpDown); |
| | | paragraphFour = paragraphFour.replace("{yoyYearFineDays}",yoyYearFineDays); |
| | | paragraphFour = paragraphFour.replace("{compositeIndex28range}",compositeIndex28range); |
| | | paragraphFour = paragraphFour.replace("{compositeIndexPer28range}",compositeIndexPer28range); |
| | | paragraphFour = paragraphFour.replace("{compositeIndex168range}",compositeIndex168range); |
| | | paragraphFour = paragraphFour.replace("{compositeIndexPer168range}",compositeIndexPer168range); |
| | | result.add(paragraphFour); |
| | | return result; |
| | | } |
| | | |
| | | //获取城市综合指数和综合指数变化率排名 |
| | | private List<Integer> rangeByCities( |
| | | Double compositeIndex, |
| | | Double compositeIndexPer, |
| | | Date startTime, |
| | | Date endTime, |
| | | Date compareStartTime, |
| | | Date compareEndTime, List<SysArea> areas){ |
| | | List<Double> compositeIndexList = new ArrayList<>(); |
| | | List<Double> compositePerList = new ArrayList<>(); |
| | | for (SysArea sysArea : areas) { |
| | | //获取数据 |
| | | List<CityAqiYearly> data = cityAqiYearlyService.getCityAqiYearlyByRegionCodeAndTime(sysArea.getAreaCode(), startTime, endTime); |
| | | //获取对比数据 |
| | | List<CityAqiYearly> compareData = cityAqiYearlyService.getCityAqiYearlyByRegionCodeAndTime(sysArea.getAreaCode(), compareStartTime, compareEndTime); |
| | | if(ObjectUtils.isEmpty(data)||ObjectUtils.isEmpty(compareData)) |
| | | continue; |
| | | Map<String,Object> dataMap = JSON.parseObject(data.get(0).getValue(),Map.class); |
| | | Map<String,Object> compareDataMap = JSON.parseObject(compareData.get(0).getValue(),Map.class); |
| | | //获取综合指数 |
| | | compositeIndexList.add(Double.valueOf(dataMap.get("compositeIndex").toString())); |
| | | //计算综合指数变化率 |
| | | Double per = calculateCompare(Double.valueOf(dataMap.get("compositeIndex").toString()),Double.valueOf(compareDataMap.get("compositeIndex").toString())); |
| | | compositePerList.add(per); |
| | | } |
| | | Collections.sort(compositeIndexList); |
| | | Collections.sort(compositePerList); |
| | | Integer compositeIndexRange = compositeIndexList.indexOf(compositeIndex); |
| | | Integer compositePerRange = compositePerList.indexOf(compositeIndexPer); |
| | | return Arrays.asList((compositeIndexRange+1),(compositePerRange+1)); |
| | | } |
| | | |
| | | //获取简报第三段信息 |
| | | private String getParagraphThree(String month, String day, String regionCode, Date time) { |
| | | String paragraphThree = bulletinProperties.getParagraphThree(); |
| | | //查询指定月度数据 |
| | | CityAqiMonthly monthlyData = cityAqiMonthlyService.getCityAqiMonthByRegionCodeAndTime(Integer.parseInt(regionCode), time); |
| | | //查询同比月度指数 |
| | | Date compareTime = DateUtils.addMonths(time, -12); |
| | | CityAqiMonthly compareMonthlyData = cityAqiMonthlyService.getCityAqiMonthByRegionCodeAndTime(Integer.parseInt(regionCode), compareTime); |
| | | if (monthlyData == null || compareMonthlyData == null) |
| | | return null; |
| | | Map<String, Object> monthlyDataMap = JSON.parseObject(monthlyData.getValue(), Map.class); |
| | | Map<String, Object> compareMonthlyDataMap = JSON.parseObject(compareMonthlyData.getValue(), Map.class); |
| | | //查询优良天数 |
| | | Date endTime = time; |
| | | Date startTime = DateUtils.getFirstDayOfMonth(time); |
| | | Date compareStartTime = DateUtils.addMonths(startTime, -12); |
| | | Date compareEndTime = DateUtils.addMonths(endTime, -12); |
| | | SysArea area = new SysArea(); |
| | | area.setAreaCode(Integer.parseInt(regionCode)); |
| | | CityPollutionLevel days = calculateDaysByTimeAndSysArea(area, startTime, endTime); |
| | | CityPollutionLevel compareDays = calculateDaysByTimeAndSysArea(area, compareStartTime, compareEndTime); |
| | | if (days == null || compareDays == null) |
| | | return null; |
| | | //获取综合指数数据 |
| | | Double compositeIndex = Double.valueOf(monthlyDataMap.get("compositeIndex").toString()); |
| | | Double compareCompositeIndex = Double.valueOf(compareMonthlyDataMap.get("compositeIndex").toString()); |
| | | //获取综合指数上升下降变量 |
| | | String yoyMonthCompositeIndexUpDown = getUpOrDown(compositeIndex, compareCompositeIndex); |
| | | //获取综合指数同比差值比例变量 |
| | | String yoyMonthCompositeIndex = calculateComparePerPositive(compositeIndex, compareCompositeIndex).toString(); |
| | | |
| | | //获取月度PM2.5 |
| | | Double PM2_5 = Double.valueOf(monthlyDataMap.get("PM2_5").toString()); |
| | | Double comparePM2_5 = Double.valueOf(compareMonthlyDataMap.get("PM2_5").toString()); |
| | | //获取PM2.5上升下降变量 |
| | | String yoyMonthPM2_5UpDown = getUpOrDown(PM2_5, comparePM2_5); |
| | | //获取PM2.5同比差值比例变量 |
| | | String yoyMonthPM2_5 = calculateComparePerPositive(PM2_5, comparePM2_5).toString(); |
| | | |
| | | //获取月度优良天数 |
| | | int monthFineDays = days.getExcellentWeatherDays() + days.getGoodWeatherDays(); |
| | | //获取同比月度优良天数 |
| | | int compareMonthFineDays = compareDays.getExcellentWeatherDays() + days.getGoodWeatherDays(); |
| | | //获取优良天数差值 |
| | | int yoyMonthFineDaysInt = monthFineDays - compareMonthFineDays; |
| | | String yoyMonthFineDays = yoyMonthFineDaysInt > 0 ? yoyMonthFineDaysInt + "" : yoyMonthFineDaysInt * (-1) + ""; |
| | | //获取优良天增加减少变量 |
| | | String yoyMonthFineDaysUpDown = getIncreaseOrDecrease(monthFineDays, compareMonthFineDays); |
| | | |
| | | paragraphThree = paragraphThree.replace("{month}", month); |
| | | paragraphThree = paragraphThree.replace("{day}", day); |
| | | paragraphThree = paragraphThree.replace("{monthCompositeIndex}", compositeIndex.toString()); |
| | | paragraphThree = paragraphThree.replace("{yoyMonthCompositeIndex}", yoyMonthCompositeIndex); |
| | | paragraphThree = paragraphThree.replace("{yoyMonthCompositeIndexUpDown}", yoyMonthCompositeIndexUpDown); |
| | | paragraphThree = paragraphThree.replace("{monthPM2.5}", PM2_5.toString()); |
| | | paragraphThree = paragraphThree.replace("{yoyMonthPM2.5UpDown}", yoyMonthPM2_5UpDown); |
| | | paragraphThree = paragraphThree.replace("{yoyMonthPM2.5}", yoyMonthPM2_5); |
| | | paragraphThree = paragraphThree.replace("{monthFineDays}", monthFineDays + ""); |
| | | paragraphThree = paragraphThree.replace("{yoyMonthFineDaysUpDown}", yoyMonthFineDaysUpDown); |
| | | paragraphThree = paragraphThree.replace("{yoyMonthFineDays}", yoyMonthFineDays); |
| | | return paragraphThree; |
| | | } |
| | | |
| | | //根据currentData和compareData的大小获取"上升","下降".currentData>compareData则返回上升 |
| | | private String getUpOrDown(Double currentData, Double compareData) { |
| | | if (MathUtils.sub(currentData, compareData) > 0) |
| | | return "上升"; |
| | | return "下降"; |
| | | } |
| | | |
| | | //根据当前优良天数和对比优良天数的大小获取"增加","减少".currentData>compareData则返回增加 |
| | | private String getIncreaseOrDecrease(int currentDays, int compareDays) { |
| | | if (currentDays - compareDays > 0) |
| | | return "增加"; |
| | | return "减少"; |
| | | } |
| | | |
| | | |
| | | //计算同比上升/下降比例 公式(当前数据-同比数据)/同比数据 只返回正数 |
| | | private Double calculateComparePerPositive(Double currentData, Double compareData) { |
| | | double tmp1 = MathUtils.sub(currentData, compareData); |
| | | double result = MathUtils.mul(MathUtils.division(tmp1, compareData, 4),100d); |
| | | return result > 0 ? result : MathUtils.mul(result, -1d); |
| | | } |
| | | |
| | | //计算同比上升/下降比例 公式(当前数据-同比数据)/同比数据 只返回正数 |
| | | private Double calculateCompare(Double currentData, Double compareData) { |
| | | double tmp1 = MathUtils.sub(currentData, compareData); |
| | | return MathUtils.mul(MathUtils.division(tmp1, compareData, 4),100d); |
| | | } |
| | | |
| | | |
| | | } |