city_aqi,city_aqi_daily 6参转大写
| | |
| | | Date date = (Date) forecastDatum.get("time"); |
| | | String value = forecastDatum.get("value").toString(); |
| | | Map<String, Object> data = JSONObject.parseObject(value, Map.class); |
| | | Object o3 = data.get("o3"); |
| | | Object o3 = data.get("O3"); |
| | | if (i == DateUtils.getHour(date) * 2) { |
| | | if (!ObjectUtils.isEmpty(o3)) { |
| | | map.put("O3", o3); |
| | |
| | | Date date = (Date) measuredDatum.get("time"); |
| | | String value = measuredDatum.get("value").toString(); |
| | | Map<String, Object> data = JSONObject.parseObject(value, Map.class); |
| | | Object o3 = data.get("o3"); |
| | | Object o3 = data.get("O3"); |
| | | if (i == (DateUtils.getHour(date) * 2 + 1)) { |
| | | if (!ObjectUtils.isEmpty(o3)) { |
| | | map.put("O3", o3); |
| | |
| | | import com.moral.api.service.CityAqiDailyService; |
| | | import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; |
| | | import com.moral.api.service.CityAqiService; |
| | | import com.moral.pojo.AQI; |
| | | import com.moral.util.AQIUtils; |
| | | import com.moral.util.AmendUtils; |
| | | import com.moral.util.ComprehensiveIndexUtils; |
| | | import com.moral.util.DateUtils; |
| | |
| | | |
| | | @Override |
| | | public void insertCityAqiDaily() { |
| | | List<String> sensors = Arrays.asList("pm2_5", "pm10", "so2", "no2", "co", "o3", "aqi"); |
| | | List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2", "CO", "O3", "AQI"); |
| | | String format = DateUtils.yyyy_MM_dd_EN; |
| | | Date now = new Date(); |
| | | //开始时间,昨日 |
| | |
| | | //移除第一天数据(0点的),O3滑动值第一条数据是从1点-8点 |
| | | value.removeIf(map -> ((Date) map.get("time")).getTime() == start.getTime()); |
| | | |
| | | //臭氧日均值计算,滑动值算法 |
| | | Double o3OfDay = AmendUtils.o3OfDay(value); |
| | | if (o3OfDay != null) { |
| | | jsonMap.put("o3", o3OfDay); |
| | | jsonMap.put("O3", o3OfDay); |
| | | } |
| | | |
| | | //除臭氧外其他因子均值计算 |
| | | tempValue.removeIf(o -> ((Date) o.get("time")).getTime() == end.getTime()); |
| | | |
| | |
| | | OptionalDouble optionalDouble = tempValue.parallelStream().flatMapToDouble(v -> { |
| | | Map<String, Object> dataValue = JSONObject.parseObject((String) v.get("value"), Map.class); |
| | | //臭氧单独计算 |
| | | if ("o3".equals(sensor)) { |
| | | if ("O3".equals(sensor)) { |
| | | return null; |
| | | } |
| | | |
| | | //aqi单独计算 |
| | | if ("AQI".equals(sensor)) { |
| | | return null; |
| | | } |
| | | |
| | |
| | | if (optionalDouble.isPresent()) { |
| | | //银行家算法修约 |
| | | double sciCal; |
| | | if ("co".equals(sensor)) { |
| | | if ("CO".equals(sensor)) { |
| | | sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 1); |
| | | } else { |
| | | sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 0); |
| | |
| | | } |
| | | }); |
| | | |
| | | //日aqi计算 |
| | | AQI aqi = AQIUtils.dailyAQI(jsonMap); |
| | | jsonMap.put("AQI", aqi.getAQIValue()); |
| | | |
| | | //日综合指数计算 |
| | | Double compositeIndex = ComprehensiveIndexUtils.dailyData(jsonMap); |
| | | jsonMap.put("compositeIndex", compositeIndex); |
| | | |
| | | //首要污染物计算 |
| | | jsonMap.put("primaryPollutant", aqi.getPrimaryPollutantNames()); |
| | | |
| | | cityAqiDaily.setValue(JSONObject.toJSONString(jsonMap)); |
| | | cityAqiDailyMapper.insert(cityAqiDaily); |
| | | }); |
| | |
| | | .ge("time", DateUtils.dateToDateString(start)); |
| | | List<Map<String, Object>> cityAqis = cityAqiMapper.selectMaps(queryWrapper); |
| | | Map<String, Object> params = new HashMap<>(); |
| | | params.put("time", DateUtils.dateToDateString(time,DateUtils.yyyy_MM_dd_HH_mm_ss_S_EN)); |
| | | params.put("time", DateUtils.dateToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_S_EN)); |
| | | params.put("value", JSONObject.toJSONString(aqi)); |
| | | cityAqis.add(params); |
| | | if (cityAqis.size() >= 6) { |
| | | OptionalDouble average = cityAqis.parallelStream().flatMapToDouble(v -> { |
| | | Map<String, Object> dataValue = JSONObject.parseObject((String) v.get("value"), Map.class); |
| | | double o3 = Double.parseDouble(dataValue.get("o3").toString()); |
| | | double o3 = Double.parseDouble(dataValue.get("O3").toString()); |
| | | return DoubleStream.of(o3); |
| | | }).average(); |
| | | if (average.isPresent()) { |
| | | double o3_8h = AmendUtils.sciCal(average.getAsDouble(), 0); |
| | | aqi.put("o3_8h", o3_8h); |
| | | double O3_8H = AmendUtils.sciCal(average.getAsDouble(), 0); |
| | | aqi.put("O3_8H", O3_8H); |
| | | } |
| | | } |
| | | } |
| | | |
| | | //综合指数计算 |
| | | Map<String, Object> temp = new HashMap<>(aqi); |
| | | temp.put("o3", temp.get("o3_8h")); |
| | | temp.put("O3", temp.get("O3_8H")); |
| | | Double compositeIndex = ComprehensiveIndexUtils.dailyData(temp); |
| | | aqi.put("compositeIndex", compositeIndex); |
| | | |
| | | //首要污染物计算 |
| | | Map<String,Object> sixParamMap = new HashMap<>(); |
| | | sixParamMap.put("a34002",aqi.get("PM10")); |
| | | sixParamMap.put("a34004",aqi.get("PM2_5")); |
| | | sixParamMap.put("a21004",aqi.get("NO2")); |
| | | sixParamMap.put("a21005",aqi.get("CO")); |
| | | sixParamMap.put("a05024",aqi.get("O3")); |
| | | sixParamMap.put("a21026",aqi.get("SO2")); |
| | | Map<String, Object> sixParamMap = new HashMap<>(); |
| | | sixParamMap.put("a34002", aqi.get("PM10")); |
| | | sixParamMap.put("a34004", aqi.get("PM2_5")); |
| | | sixParamMap.put("a21004", aqi.get("NO2")); |
| | | sixParamMap.put("a21005", aqi.get("CO")); |
| | | sixParamMap.put("a05024", aqi.get("O3")); |
| | | sixParamMap.put("a21026", aqi.get("SO2")); |
| | | AQI aqiAndPollutant = AQIUtils.hourlyAQI(sixParamMap); |
| | | if (!ObjectUtils.isEmpty(aqiAndPollutant.getPrimaryPollutantNames())) { |
| | | aqi.put("pollutant",aqiAndPollutant.getPrimaryPollutantNames()); |
| | | aqi.put("primaryPollutant", aqiAndPollutant.getPrimaryPollutantNames()); |
| | | } |
| | | |
| | | CityAqi cityAqi = new CityAqi(); |