| | |
| | | package com.moral.api.service.impl; |
| | | |
| | | import com.alibaba.excel.util.StringUtils; |
| | | import com.alibaba.fastjson.JSON; |
| | | import com.alibaba.fastjson.JSONObject; |
| | | import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; |
| | | import com.baomidou.mybatisplus.extension.plugins.pagination.Page; |
| | | import com.moral.api.config.properties.SpecialCitiesProperties; |
| | | import com.moral.api.dto.CityAqiDailyListDTO; |
| | | import com.moral.api.entity.*; |
| | | import com.moral.api.mapper.CityAqiMapper; |
| | | import com.moral.api.mapper.DeviceMapper; |
| | | import com.moral.api.mapper.ForecastMapper; |
| | | import com.moral.api.mapper.SysAreaMapper; |
| | | import com.moral.api.mapper.*; |
| | | 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.pojo.vo.cityAQI.CityAreaRangeVO; |
| | | import com.moral.api.service.*; |
| | | import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; |
| | | import com.moral.constant.Constants; |
| | |
| | | |
| | | import com.moral.util.MathUtils; |
| | | |
| | | import org.apache.commons.collections4.CollectionUtils; |
| | | import org.springframework.beans.factory.annotation.Autowired; |
| | | import org.springframework.data.redis.core.RedisTemplate; |
| | | import org.springframework.stereotype.Service; |
| | |
| | | |
| | | @Autowired |
| | | private CityAqiMapper cityAqiMapper; |
| | | @Autowired |
| | | private CityAqiDailyMapper cityAqiDailyMapper; |
| | | |
| | | @Autowired |
| | | private ForecastMapper forecastMapper; |
| | |
| | | |
| | | @Autowired |
| | | private HistoryHourlyService historyHourlyService; |
| | | |
| | | @Autowired |
| | | SpecialCitiesProperties citiesProperties; |
| | | |
| | | @Autowired |
| | | private SysAreaMapper sysAreaMapper; |
| | |
| | | return result; |
| | | } |
| | | |
| | | |
| | | @Override |
| | | public List<Map<String, Object>> measuredCompareForecastOfO3_8H(Map<String, Object> params) { |
| | | String regionCode = params.get("regionCode").toString(); |
| | | String time = params.get("time").toString(); |
| | | Date endTime = DateUtils.getDate(time+" "+"23:00:00",DateUtils.yyyy_MM_dd_HH_mm_ss_EN); |
| | | Date startDate = DateUtils.getDate(time+" "+"00:00:00",DateUtils.yyyy_MM_dd_HH_mm_ss_EN); |
| | | Date startTime = DateUtils.addHours(startDate,-7); |
| | | //预测数据 |
| | | QueryWrapper<Forecast> forecastQueryWrapper = new QueryWrapper<>(); |
| | | forecastQueryWrapper.select("time", "value") |
| | | .eq("city_code", regionCode) |
| | | .between("time",startTime,endTime) |
| | | .orderByAsc("time"); |
| | | List<Map<String, Object>> forecastData = forecastMapper.selectMaps(forecastQueryWrapper); |
| | | //实测数据 |
| | | QueryWrapper<CityAqi> cityAqiQueryWrapper = new QueryWrapper<>(); |
| | | cityAqiQueryWrapper.select("time", "value") |
| | | .eq("city_code", regionCode) |
| | | .between("time",startTime,endTime).orderByAsc("time"); |
| | | List<Map<String, Object>> measuredData = cityAqiMapper.selectMaps(cityAqiQueryWrapper); |
| | | |
| | | List<Map<String, Object>> result = getO3_8H(forecastData,0,time); |
| | | result.addAll(getO3_8H(measuredData,1,time)); |
| | | return result; |
| | | } |
| | | |
| | | |
| | | @Override |
| | | public Map<String, Object> queryCityAqiByRegionCode(Integer regionCode) { |
| | | Map<String, Object> value = (Map<String, Object>) redisTemplate.opsForHash().get(RedisConstants.CITY_AQI, String.valueOf(regionCode)); |
| | |
| | | @Override |
| | | public Map<String, Object> query24HoursAqiByRegionCode(Integer regionCode) { |
| | | //查询最新一条数据,用于获取最新的时间 |
| | | QueryWrapper<CityAqi> lastDataWrapper = new QueryWrapper<>(); |
| | | /*QueryWrapper<CityAqi> lastDataWrapper = new QueryWrapper<>(); |
| | | lastDataWrapper.eq("city_code", regionCode); |
| | | lastDataWrapper.orderByDesc("time"); |
| | | lastDataWrapper.last(true, "limit 1"); |
| | |
| | | //查询数据 |
| | | QueryWrapper<CityAqi> wrapper = new QueryWrapper<>(); |
| | | wrapper.between("time", startDate, endDate); |
| | | wrapper.eq("city_code", regionCode); |
| | | List<CityAqi> cityAqis = cityAqiMapper.selectList(wrapper); |
| | | wrapper.eq("city_code", regionCode);*/ |
| | | List<CityAqi> cityAqis = cityAqiMapper.listCity(regionCode); |
| | | //如果数据不足24小时则补全 |
| | | if (cityAqis.size() != 24) { |
| | | Map<Date, CityAqi> dateCityAqiMap = new HashMap<>(); |
| | | cityAqis.forEach(value -> dateCityAqiMap.put(value.getTime(), value)); |
| | | if(CollectionUtils.isEmpty(cityAqis)){ |
| | | return new HashMap<>(); |
| | | } |
| | | Date startDate = cityAqis.get(0).getTime(); |
| | | if(cityAqis.size()<24){ |
| | | for (int i = 0; i < 24; i++) { |
| | | Date date = DateUtils.addHours(startDate, i); |
| | | CityAqi cityAqi1 = dateCityAqiMap.get(date); |
| | | if (cityAqi1 == null) { |
| | | Date dateTime = DateUtils.addHours(startDate, i); |
| | | if(cityAqis.size()-1 <i){ |
| | | CityAqi newCityAqi = new CityAqi(); |
| | | newCityAqi.setTime(date); |
| | | newCityAqi.setTime(dateTime); |
| | | newCityAqi.setValue("0"); |
| | | cityAqis.add(newCityAqi); |
| | | continue; |
| | | } |
| | | } |
| | | //按照时间进行排序 |
| | | cityAqis.sort(Comparator.comparing(CityAqi::getTime)); |
| | | } |
| | | //按照时间进行排序 |
| | | cityAqis.sort(Comparator.comparing(CityAqi::getTime)); |
| | | |
| | | //封装返回数据,map的key为yyyy-MM-dd HH:mm格式的时间,value为aqi的数值 |
| | | Map<String, Object> result = new LinkedHashMap<>(); |
| | | for (CityAqi aqi : cityAqis) { |
| | | String key = DateUtils.dateToDateString(aqi.getTime(), "yyyy-MM-dd HH:mm"); |
| | | String allDataJson = aqi.getValue(); |
| | | if (allDataJson == null) { |
| | | result.put(key, ""); |
| | | continue; |
| | | } |
| | | Map<String, Object> allDataMap = JSON.parseObject(allDataJson, Map.class); |
| | | Object aqiData = allDataMap.get("AQI"); |
| | | if (aqiData == null) |
| | | result.put(key, ""); |
| | | else |
| | | result.put(key, aqiData); |
| | | result.put(key,aqi.getValue()); |
| | | } |
| | | return result; |
| | | } |
| | |
| | | } |
| | | }); |
| | | |
| | | //今日累计O3_8H计算,取每小时O3_8H最大值 |
| | | //今日累计O3_8H计算,取每小时O3——8H最大值 |
| | | if (!ObjectUtils.isEmpty(doubles)) { |
| | | dataMap.put("O3_8H", Collections.max(doubles)); |
| | | } |
| | |
| | | /** |
| | | * @Description: 从数据库查询数据 |
| | | * @Param: [regionCode] |
| | | * @return: java.util.Map<java.lang.String, java.lang.Object> |
| | | * @return: java.util.Map<java.lang.String , java.lang.Object> |
| | | * @Author: 陈凯裕 |
| | | * @Date: 2021/10/28 |
| | | */ |
| | |
| | | Date now = new Date(); |
| | | //昨日 |
| | | Date yesterday = DateUtils.dataToTimeStampTime(DateUtils.getDateOfDay(now, -1), DateUtils.yyyy_MM_dd_EN); |
| | | String dateString = DateUtils.dateToDateString(yesterday, DateUtils.yyyy_MM_dd_HH_mm_ss_EN); |
| | | String dateString = DateUtils.dateToDateString(yesterday, DateUtils.yyyy_MM_dd_EN); |
| | | |
| | | String s = String.valueOf(regionCode); |
| | | //获取省,市code |
| | | Integer provinceCode = Integer.parseInt(s.substring(0, 2) + "0000"); |
| | | Integer cityCode = Integer.parseInt(s.substring(0, 4) + "00"); |
| | | //获取省内所有city_code |
| | | Map<String,Object> params = new HashMap<>(); |
| | | params.put("cityCode",provinceCode); |
| | | params.put("start",dateString); |
| | | params.put("end",dateString); |
| | | params.put("type",1); |
| | | List<CityAqiDailyListDTO> dayList = cityAqiDailyMapper.CityAqiDailyMap(params); |
| | | String start = DateUtils.dateToDateString(DateUtils.addMonths(DateUtils.getFirstDayOfLastMonth(), 1)); |
| | | params.put("start",start); |
| | | params.put("type",2); |
| | | List<CityAqiDailyListDTO> monList = cityAqiDailyMapper.CityAqiDailyMap(params); |
| | | start =DateUtils.dateToDateString(now, DateUtils.yyyy); |
| | | params.put("start",start); |
| | | params.put("end",start); |
| | | params.put("type",3); |
| | | List<CityAqiDailyListDTO> yearList = cityAqiDailyMapper.CityAqiDailyMap(params); |
| | | int indexDay = dayList.stream().map(CityAqiDailyListDTO::getCityCode).collect(Collectors.toList()).indexOf(cityCode.toString()); |
| | | int indexMon = monList.stream().map(CityAqiDailyListDTO::getCityCode).collect(Collectors.toList()).indexOf(cityCode.toString()); |
| | | int indexYear = yearList.stream().map(CityAqiDailyListDTO::getCityCode).collect(Collectors.toList()).indexOf(cityCode.toString()); |
| | | result.put("day",mapResult(dayList,indexDay)); |
| | | result.put("month",mapResult(monList,indexMon)); |
| | | result.put("year",mapResult(yearList,indexYear)); |
| | | /* //获取省内所有city_code |
| | | QueryWrapper<SysArea> wrapper = new QueryWrapper<>(); |
| | | wrapper.select("area_code").eq("parent_code", provinceCode); |
| | | List<Object> cityCodes = sysAreaService.listObjs(wrapper); |
| | |
| | | yearMap.put("size", null); |
| | | } |
| | | yearMap.put("compositeIndex", yearMap.remove("value")); |
| | | result.put("year", yearMap); |
| | | result.put("year", yearMap);*/ |
| | | |
| | | //时间,昨日 |
| | | result.put("time", DateUtils.dateToDateString(yesterday, DateUtils.yyyy_MM_dd_EN)); |
| | | return result; |
| | | } |
| | | |
| | | private Map<String,Object> mapResult(List<CityAqiDailyListDTO> list, int length){ |
| | | Map<String,Object> map = new HashMap<>(); |
| | | map.put("AQI",CollectionUtils.isNotEmpty(list)&&length>0&&Objects.nonNull(list.get(length-1))?list.get(length-1).getAqi():0); |
| | | map.put("rank",CollectionUtils.isNotEmpty(list)&&length>0?length:0); |
| | | map.put("size",CollectionUtils.isNotEmpty(list)&&length>0?list.size():0); |
| | | return map; |
| | | } |
| | | |
| | | @Override |
| | |
| | | */ |
| | | private ConcentrationAndPercent contrastParam(Double data, Double comparisonData, String sensor) { |
| | | double percentD = MathUtils.division(data - comparisonData, comparisonData, 4); |
| | | String percent = MathUtils.mul(percentD, 100d) + "%"; |
| | | String percent = MathUtils.mul(percentD,100d) + "%"; |
| | | ConcentrationAndPercent concentrationAndPercent = new ConcentrationAndPercent(); |
| | | concentrationAndPercent.setPercent(percent); |
| | | if (sensor.equals("CO")) {//CO小数点保留一位 |
| | | Double CO = AmendUtils.sciCal(data, 1); |
| | | concentrationAndPercent.setConcentration(CO.toString()); |
| | | } else if (sensor.equals("compositeIndex")) { |
| | | }else if (sensor.equals("compositeIndex")){ |
| | | concentrationAndPercent.setConcentration(data.toString()); |
| | | } else { |
| | | }else{ |
| | | Double sensorD = AmendUtils.sciCal(data, 0); |
| | | Integer sensorI = new Double(sensorD).intValue(); |
| | | concentrationAndPercent.setConcentration(sensorI.toString()); |
| | |
| | | /** |
| | | * @Description: 根据时间类型查询对应的6参以及综合指数,自定义时间类型用日数据做均值处理 |
| | | * @Param: [comparisonType, startDate, endDate, regionCode] |
| | | * @return: java.util.Map<java.lang.String, java.lang.Object> |
| | | * @return: java.util.Map<java.lang.String , java.lang.Object> |
| | | * @Author: 陈凯裕 |
| | | * @Date: 2022/1/17 |
| | | */ |
| | |
| | | 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(); |
| | | areas = citiesProperties.getTwentyEightCities(); |
| | | } else { |
| | | areas = sysAreaService.getChildren(regionCode); |
| | | } |
| | |
| | | /** |
| | | * @Description: 计算6参平均值 |
| | | * @Param: [cityAqiList] |
| | | * @return: java.util.Map<java.lang.String, java.lang.Double> |
| | | * @return: java.util.Map<java.lang.String , java.lang.Double> |
| | | * 返回值key为sensorCode,value为值 |
| | | * @Author: 陈凯裕 |
| | | * @Date: 2021/11/2 |
| | |
| | | } |
| | | return s; |
| | | } |
| | | |
| | | public List<Map<String, Object>> getO3_8H(List<Map<String, Object>> data , int type,String day) { |
| | | List<Map<String, Object>> list = new ArrayList<>(); |
| | | for(int i = 0 ;i<=23;i++){ |
| | | Map<String, Object> map = new HashMap<>(); |
| | | if(type == 0){ |
| | | map.put("type","预测"); |
| | | }else { |
| | | map.put("type","实测"); |
| | | } |
| | | String times = day+" "+i; |
| | | Date endDate = DateUtils.getDate(times,DateUtils.yyyy_MM_dd_HH_EN); |
| | | Date startDate = DateUtils.addHours(DateUtils.getDate(day+" "+i,DateUtils.yyyy_MM_dd_HH_EN),-7); |
| | | List<Double> value = new ArrayList<>(); |
| | | for(Map<String, Object> m : data){ |
| | | Date time = (Date) m.get("time"); |
| | | if(DateUtils.isTimeBeforE(time,startDate) && DateUtils.isTimeBeforE(endDate,time)){ |
| | | Map<String, Object> sensorValue = JSONObject.parseObject((String) m.get("value"), Map.class); |
| | | Double o3 = Double.parseDouble(sensorValue.get("O3").toString()); |
| | | value.add(o3); |
| | | |
| | | } |
| | | } |
| | | if (value.size() < 6) { |
| | | map.put("time",times); |
| | | list.add(map); |
| | | continue; |
| | | } |
| | | double average = value.stream().mapToDouble(aDouble -> aDouble).summaryStatistics().getAverage(); |
| | | map.put("O3", new BigDecimal(average).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue()); |
| | | map.put("time",times); |
| | | list.add(map); |
| | | } |
| | | |
| | | return list; |
| | | |
| | | } |
| | | |
| | | } |