package com.moral.api.service.impl; import com.alibaba.fastjson.JSON; import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; import com.moral.api.entity.CityAqiDaily; import com.moral.api.mapper.CityAqiDailyMapper; import com.moral.api.pojo.dto.cityAQI.MonthlyPollutionLevel; import com.moral.api.pojo.dto.cityAQI.PollutionDaysAndProportion; import com.moral.api.pojo.vo.cityAQI.PieChartOfPollutionLevelVO; import com.moral.api.pojo.form.aqi.QueryChartOfPollutionLevelForm; import com.moral.api.service.CityAqiDailyService; import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; import com.moral.constant.Constants; import com.moral.util.AQIUtils; 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; @Override public PieChartOfPollutionLevelVO queryPieChartOfPollutionLevels(QueryChartOfPollutionLevelForm 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(QueryChartOfPollutionLevelForm 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; } }