package com.moral.api.service.impl; 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.CityAqiDaily; import com.moral.api.entity.SysArea; import com.moral.api.mapper.CityAqiDailyMapper; 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.pojo.form.aqi.*; import com.moral.api.pojo.vo.cityAQI.PieChartOfPollutionLevelVO; import com.moral.api.service.CityAqiDailyService; import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; import com.moral.api.service.CityAqiMonthlyService; 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 org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Service; import org.springframework.util.ObjectUtils; import java.text.SimpleDateFormat; import java.util.*; /** *

* 城市aqi日数据表 服务实现类 *

* * @author moral * @since 2021-11-01 */ @Service public class CityAqiDailyServiceImpl extends ServiceImpl implements CityAqiDailyService { @Autowired CityAqiDailyMapper cityAqiDailyMapper; @Autowired SysAreaService sysAreaService; @Autowired SpecialCitiesProperties specialCitiesProperties; @Override public List getCityAqiDailyByRegionCodeAndTime(Integer regionCode, Date startDate, Date endDate) { QueryWrapper queryWrapper = new QueryWrapper<>(); queryWrapper.eq("city_code",regionCode); queryWrapper.between("time",startDate,endDate); return cityAqiDailyMapper.selectList(queryWrapper); } @Override public PieChartOfPollutionLevelVO queryPieChartOfPollutionLevels(ChartOfPollutionLevelForm form) { //取参 Integer regionCode = form.getRegionCode(); Date startDate = form.getStartDate(); Date endDate = form.getEndDate(); //查询数据 QueryWrapper wrapper = new QueryWrapper<>(); wrapper.eq("city_code", regionCode); wrapper.between("time", startDate, endDate); List cityAqiDailies = cityAqiDailyMapper.selectList(wrapper); //取开始结束时间,拼装返回time if (cityAqiDailies.size() == 0) return null; String startTime = DateUtils.dateToDateString(cityAqiDailies.get(0).getTime(), "yyyy-MM-dd"); String endTime = DateUtils.dateToDateString(cityAqiDailies.get(cityAqiDailies.size() - 1).getTime(), "yyyy-MM-dd"); String time = startTime + " 至 " + endTime; //如果数据的时间有重复则去重 Map tmpMap = new HashMap<>(); for (CityAqiDaily cityAqiDaily : cityAqiDailies) { String tmpTime = DateUtils.dateToDateString(cityAqiDaily.getTime(), "yyyy-MM-dd"); tmpMap.put(tmpTime, cityAqiDaily); } cityAqiDailies = new ArrayList(tmpMap.values()); //统计各污染等级的天数 Map pollutionDaysMap = new LinkedHashMap<>(); pollutionDaysMap.put(Constants.EXCELLENT_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.GOOD_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.MILD_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.MIDDLE_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.SERIOUS_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.SERVER_WEATHER_CODE, 0); for (CityAqiDaily cityAqiDaily : cityAqiDailies) { Map valueMap = JSON.parseObject(cityAqiDaily.getValue(), Map.class); if (valueMap.get("AQI") == null) continue; Integer aqi = Integer.valueOf(valueMap.get("AQI").toString()); //计算AQI污染等级 String pollutionClass = AQIUtils.classCodeOfPollutionByAqi(aqi); Integer days = pollutionDaysMap.get(pollutionClass); pollutionDaysMap.put(pollutionClass, days + 1); } //计算比例 List> valueMap = new ArrayList<>(); Set> entries = pollutionDaysMap.entrySet(); Iterator> iterator = entries.iterator(); Integer totalDays = 0; while (iterator.hasNext()) { Map.Entry entry = iterator.next(); Map pollutionMap = new HashMap<>(); String pollution = entry.getKey(); Integer days = entry.getValue(); Double proportionTmp = MathUtils.division(Double.valueOf(days), Double.valueOf(cityAqiDailies.size()), 3); Double proportionD = MathUtils.mul(proportionTmp, 100); String proportion = proportionD.toString() + "%"; pollutionMap.put("proportion", proportion); pollutionMap.put("pollution", pollution); pollutionMap.put("days", days); valueMap.add(pollutionMap); totalDays += days; } //封装返回对象 PieChartOfPollutionLevelVO VO = new PieChartOfPollutionLevelVO(); VO.setTime(time); VO.setValues(valueMap); VO.setTotalDays(totalDays); return VO; } @Override public List queryBarChartOfPollutionLevels(ChartOfPollutionLevelForm form) { //取参 Integer regionCode = form.getRegionCode(); Date startDate = form.getStartDate(); Date endDate = form.getEndDate(); //查询数据 QueryWrapper wrapper = new QueryWrapper<>(); wrapper.eq("city_code", regionCode); wrapper.between("time", startDate, endDate); wrapper.orderByAsc("time"); List cityAqiDailies = cityAqiDailyMapper.selectList(wrapper); //如果数据的时间有重复则去重 Map tmpMap = new LinkedHashMap<>(); for (CityAqiDaily cityAqiDaily : cityAqiDailies) { String tmpTime = DateUtils.dateToDateString(cityAqiDaily.getTime(), "yyyy-MM-dd"); tmpMap.put(tmpTime, cityAqiDaily); } cityAqiDailies = new ArrayList(tmpMap.values()); //按照月份对数据进行分类 Map> monthlyDataMap = new LinkedHashMap<>(); cityAqiDailies.forEach(value -> { String month = DateUtils.dateToDateString(value.getTime(), "yyyy-MM"); List dataList = monthlyDataMap.get(month); if (ObjectUtils.isEmpty(dataList)) dataList = new ArrayList<>(); dataList.add(value); monthlyDataMap.put(month, dataList); }); //计算污染天数和比例 List monthlyPollutionLevels = new ArrayList<>(); Set>> monthlyEntries = monthlyDataMap.entrySet(); Iterator>> monthlyIterator = monthlyEntries.iterator(); while (monthlyIterator.hasNext()) { Map.Entry> monthlyEntry = monthlyIterator.next(); List monthlyValues = monthlyEntry.getValue(); //用于统计各个污染等级的天数 Map pollutionDaysMap = new LinkedHashMap<>(); pollutionDaysMap.put(Constants.EXCELLENT_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.GOOD_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.MILD_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.MIDDLE_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.SERIOUS_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.SERVER_WEATHER_CODE, 0); for (CityAqiDaily cityAqiDaily : monthlyValues) { Map valueMap = JSON.parseObject(cityAqiDaily.getValue(), Map.class); if (valueMap.get("AQI") == null) continue; Integer aqi = Integer.valueOf(valueMap.get("AQI").toString()); //计算AQI污染等级 String pollutionClass = AQIUtils.classCodeOfPollutionByAqi(aqi); Integer days = pollutionDaysMap.get(pollutionClass); pollutionDaysMap.put(pollutionClass, days + 1); } //计算比例 List pollutionDaysAndProportions = new ArrayList<>(); Set> entries = pollutionDaysMap.entrySet(); Iterator> iterator = entries.iterator(); while (iterator.hasNext()) { Map.Entry entry = iterator.next(); String pollution = entry.getKey(); Integer days = entry.getValue(); Double proportionTmp = MathUtils.division(Double.valueOf(days), Double.valueOf(monthlyValues.size()), 3); Double proportionD = MathUtils.mul(proportionTmp, 100); String proportion = proportionD.toString() + "%"; PollutionDaysAndProportion pollutionDaysAndProportion = new PollutionDaysAndProportion(); pollutionDaysAndProportion.setDays(days); pollutionDaysAndProportion.setPollutionLevel(pollution); pollutionDaysAndProportion.setProportion(proportion); pollutionDaysAndProportions.add(pollutionDaysAndProportion); } //封装返回对象 MonthlyPollutionLevel monthlyPollutionLevel = new MonthlyPollutionLevel(); monthlyPollutionLevel.setPollutionDaysAndProportions(pollutionDaysAndProportions); monthlyPollutionLevel.setTime(monthlyEntry.getKey()); monthlyPollutionLevels.add(monthlyPollutionLevel); } return monthlyPollutionLevels; } @Override public Map> oneYearsData(Map map) { int city_code = Integer.parseInt(map.get("cityCode").toString()); String year = map.get("year").toString(); String startTime = year + "-01-01 00:00:00"; String endTime = year + "-12-31 23:59:59"; QueryWrapper cityAqiDailyQueryWrapper = new QueryWrapper<>(); cityAqiDailyQueryWrapper.eq("city_code", city_code); cityAqiDailyQueryWrapper.between("time", startTime, endTime); List cityAqiDailies = cityAqiDailyMapper.selectList(cityAqiDailyQueryWrapper); Map> resultMap = new HashMap<>(); for (int i = 1; i < 13; i++) { Map monthMap = new HashMap<>(); String month = null; if (i < 10) { month = "0" + i; } else { month = String.valueOf(i); } String monthDate = year + "-" + month; String monthFirstDay = year + "-" + month + "-01"; int monthDay = DateUtils.getMonthDay(monthFirstDay); for (int j = 1; j < monthDay + 1; j++) { String day = null; if (j < 10) { day = "0" + j; } else { day = String.valueOf(j); } String dayDate = year + "-" + month + "-" + day; monthMap.put(dayDate, null); } resultMap.put(monthDate, monthMap); } SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); for (CityAqiDaily cityAqiDaily : cityAqiDailies) { String time = sdf.format(cityAqiDaily.getTime()); String monthDate = time.substring(0, 7); String dayDate = time.substring(0, 10); Double PM2_5 = null; Double PM10 = null; Double SO2 = null; Double NO2 = null; Double CO = null; Double O3 = null; String primaryPollutant = null; String AQI = null; String value = cityAqiDaily.getValue(); JSONObject jsonObject = new JSONObject(); jsonObject = JSONObject.parseObject(value); if (!ObjectUtils.isEmpty(jsonObject.get("PM2_5"))) { PM2_5 = (Double.parseDouble(jsonObject.get("PM2_5").toString())); } if (!ObjectUtils.isEmpty(jsonObject.get("PM10"))) { PM10 = (Double.parseDouble(jsonObject.get("PM10").toString())); } if (!ObjectUtils.isEmpty(jsonObject.get("SO2"))) { SO2 = (Double.parseDouble(jsonObject.get("SO2").toString())); } if (!ObjectUtils.isEmpty(jsonObject.get("NO2"))) { NO2 = (Double.parseDouble(jsonObject.get("NO2").toString())); } if (!ObjectUtils.isEmpty(jsonObject.get("CO"))) { CO = (Double.parseDouble(jsonObject.get("CO").toString())); } if (!ObjectUtils.isEmpty(jsonObject.get("O3"))) { O3 = (Double.parseDouble(jsonObject.get("O3").toString())); } if (!ObjectUtils.isEmpty(jsonObject.get("primaryPollutant"))) { primaryPollutant = jsonObject.get("primaryPollutant").toString(); } if (!ObjectUtils.isEmpty(jsonObject.get("AQI"))) { AQI = jsonObject.get("AQI").toString(); } Map valueMap = new HashMap<>(); valueMap.put("PM2_5", PM2_5); valueMap.put("PM10", PM10); valueMap.put("SO2", SO2); valueMap.put("NO2", NO2); valueMap.put("CO", CO); valueMap.put("O3", O3); valueMap.put("AQI", AQI); valueMap.put("primaryPollutant", primaryPollutant); Map monthMap = new HashMap<>(); monthMap = resultMap.get(monthDate); monthMap.put(dayDate, valueMap); resultMap.put(monthDate, monthMap); } return resultMap; } @Override public List queryAreaPollutionLevel(AreaPollutionLevelForm form) { //取参 Integer regionCode = form.getRegionCode(); Date startDate = form.getStartDate(); Date endDate = form.getEndDate(); //查询该市区下所有的县 List allAreas = sysAreaService.getChildren(regionCode); //创建返回数据对象 List datas = new ArrayList<>(); //遍历每个县级市 查询数据 for (SysArea area : allAreas) { CityPollutionLevel cityPollutionLevel = calculateDaysByTimeAndSysArea(area, startDate, endDate); datas.add(cityPollutionLevel); } return datas; } @Override public List querySpecialCitiesPollutionLevel(SpecialCitiesPollutionLevelForm form) { //取参 Date startDate = form.getStartDate(); Date endDate = form.getEndDate(); List areas = specialCitiesProperties.getTwentyEightCities(); //创建返回数据对象 List datas = new ArrayList<>(); //遍历每个县级市 查询数据 for (SysArea area : areas) { CityPollutionLevel cityPollutionLevel = calculateDaysByTimeAndSysArea(area, startDate, endDate); datas.add(cityPollutionLevel); } return datas; } @Override public List queryProvinceCitiesPollutionLevel(ProvinceCitiesPollutionLevelForm form) { //取参 Date startDate = form.getStartDate(); Date endDate = form.getEndDate(); Integer regionCode = form.getRegionCode(); //查询省下所有的市 List allCities = sysAreaService.getChildren(regionCode); //创建返回数据对象 List datas = new ArrayList<>(); //遍历每个县级市 查询数据 for (SysArea city : allCities) { CityPollutionLevel cityPollutionLevel = calculateDaysByTimeAndSysArea(city, startDate, endDate); datas.add(cityPollutionLevel); } 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 QueryWrapper wrapper = new QueryWrapper<>(); wrapper.eq("city_code", area.getAreaCode()); wrapper.between("time", startDate, endDate); wrapper.orderByAsc("time"); List cityAqiDailies = cityAqiDailyMapper.selectList(wrapper); //如果数据的时间有重复则去重 Map tmpMap = new LinkedHashMap<>(); for (CityAqiDaily cityAqiDaily : cityAqiDailies) { String tmpTime = DateUtils.dateToDateString(cityAqiDaily.getTime(), "yyyy-MM-dd"); tmpMap.put(tmpTime, cityAqiDaily); } cityAqiDailies = new ArrayList(tmpMap.values()); //用于统计各个污染等级的天数 Map pollutionDaysMap = new LinkedHashMap<>(); pollutionDaysMap.put(Constants.EXCELLENT_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.GOOD_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.MILD_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.MIDDLE_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.SERIOUS_WEATHER_CODE, 0); pollutionDaysMap.put(Constants.SERVER_WEATHER_CODE, 0); for (CityAqiDaily cityAqiDaily : cityAqiDailies) { Map valueMap = JSON.parseObject(cityAqiDaily.getValue(), Map.class); if (valueMap.get("AQI") == null) continue; Integer aqi = Integer.valueOf(valueMap.get("AQI").toString()); //计算AQI污染等级 String pollutionClass = AQIUtils.classCodeOfPollutionByAqi(aqi); Integer days = pollutionDaysMap.get(pollutionClass); pollutionDaysMap.put(pollutionClass, days + 1); } //封装对象 CityPollutionLevel cityPollutionLevel = new CityPollutionLevel(); cityPollutionLevel.setRegionName(area.getAreaName()); cityPollutionLevel.setExcellentWeatherDays(pollutionDaysMap.get(Constants.EXCELLENT_WEATHER_CODE)); cityPollutionLevel.setGoodWeatherDays(pollutionDaysMap.get(Constants.GOOD_WEATHER_CODE)); cityPollutionLevel.setMildWeatherDays(pollutionDaysMap.get(Constants.MILD_WEATHER_CODE)); cityPollutionLevel.setMiddleWeatherDays(pollutionDaysMap.get(Constants.MIDDLE_WEATHER_CODE)); cityPollutionLevel.setSeriousWeatherDays(pollutionDaysMap.get(Constants.SERIOUS_WEATHER_CODE)); cityPollutionLevel.setServerWeatherDays(pollutionDaysMap.get(Constants.SERVER_WEATHER_CODE)); return cityPollutionLevel; } }