| | |
| | | //每个城市结果存放list |
| | | List<Map<String, Object>> resultList = new ArrayList<>(); |
| | | for (Map<String, Object> nextDayMap : nextDayList) { |
| | | //O3预测 |
| | | Map<String, Object> hashMap = new HashMap<>(); |
| | | List<String> hours = new ArrayList<>(); |
| | | hashMap.put("cityCode", cityCode); |
| | |
| | | double temp = Double.parseDouble(nextDayMap.get("temp").toString()); |
| | | int pressure = Integer.parseInt(nextDayMap.get("pressure").toString()); |
| | | String time = nextDayMap.remove("time").toString(); |
| | | //月份,pm2.5,pm10去往年同月取 |
| | | String month = time.substring(5, 7); |
| | | //明日此小时风向 |
| | | String windDir = nextDayMap.get("windDir").toString(); |
| | | double windSpeed = Double.parseDouble(nextDayMap.get("windSpeed").toString()); |
| | | //当前小时 |
| | | hours.add(time.substring(11, 13)); |
| | | c.setTime(sdf1.parse(time)); |
| | |
| | | } |
| | | List<Integer> years = new ArrayList<>(); |
| | | Collections.addAll(years, timeUnits1, timeUnits2, timeUnits3, timeUnits4); |
| | | List<String> samples = getSample(hashMap, years); |
| | | if (samples.size() > 100) { |
| | | List<String> O3Samples = getSample(hashMap, years); |
| | | if (O3Samples.size() > 100) { |
| | | hashMap.put("startTemp", temp - 1.0); |
| | | hashMap.put("endTemp", temp + 1.0); |
| | | samples = getSample(hashMap, years); |
| | | if (samples.size() > 100) { |
| | | O3Samples = getSample(hashMap, years); |
| | | if (O3Samples.size() > 100) { |
| | | hashMap.put("startPressure", pressure - 5); |
| | | hashMap.put("endPressure", pressure + 5); |
| | | samples = getSample(hashMap, years); |
| | | O3Samples = getSample(hashMap, years); |
| | | } |
| | | } |
| | | hashMap.put("slicedTime1", slicedTime1); |
| | |
| | | hashMap.put("nowTemp", temp); |
| | | hashMap.put("sHour", sHour); |
| | | hashMap.put("eHour", eHour); |
| | | Map<String, List<String>> sectionTimesMap = getSectionTimes(hashMap, samples, years); |
| | | Map<String, List<String>> sectionTimesMap = getSectionTimes(hashMap, O3Samples, years); |
| | | Map<String, Object> params = new HashMap<>(); |
| | | params.put("cityCode", cityCode); |
| | | params.put("typeFormat", "%Y-%m-%d %H:%i:%s"); |
| | | params.put("sensorKey", "O3"); |
| | | params.put("sensorKey1", "O3C"); |
| | | List<String> times1 = sectionTimesMap.get("times1"); |
| | | List<String> times2 = sectionTimesMap.get("times2"); |
| | | List<String> times3 = sectionTimesMap.get("times3"); |
| | | Double avg1 = getAvgO3(params, times1); |
| | | Double avg2 = getAvgO3(params, times2); |
| | | Double avg3 = getAvgO3(params, times3); |
| | | Double resultO3 = avg1 * 0.7 + avg2 * 0.15 + avg3 * 0.15; |
| | | Double O3Avg1 = getAvg(params, times1); |
| | | Double O3Avg2 = getAvg(params, times2); |
| | | Double O3Avg3 = getAvg(params, times3); |
| | | Double resultO3 = O3Avg1 * 0.7 + O3Avg2 * 0.15 + O3Avg3 * 0.15; |
| | | nextDayMap.put("O3C", String.valueOf(Math.round(resultO3))); |
| | | //pm2.5,pm10预测 |
| | | //pm2.5,pm10颗粒物预测 |
| | | //月份,pm2.5,pm10去往年同月取 |
| | | String month = time.substring(5, 7); |
| | | //明日此小时风向 |
| | | String windDir = nextDayMap.get("windDir").toString(); |
| | | //风级 |
| | | String windScale = nextDayMap.get("windScale").toString(); |
| | | Map<String, Object> hashMap1 = new HashMap<>(); |
| | | hashMap1.put("cityCode", cityCode); |
| | | hashMap1.put("start", start); |
| | | hashMap1.put("end", end); |
| | | hashMap1.put("typeFormat", "%Y-%m-%d %H:%i:%s"); |
| | | hashMap1.put("month", month); |
| | | List<String> pmSamples = getSample(hashMap1, years); |
| | | if (pmSamples.size() > 100) { |
| | | hashMap1.put("windDir", windDir); |
| | | hashMap1.put("windScale", windScale); |
| | | pmSamples = getSample(hashMap1, years); |
| | | if (pmSamples.size() > 100) { |
| | | hashMap1.put("startPressure", pressure - 5); |
| | | hashMap1.put("endPressure", pressure + 5); |
| | | pmSamples = getSample(hashMap1, years); |
| | | } |
| | | } |
| | | hashMap1.put("slicedTime1", slicedTime1); |
| | | hashMap1.put("slicedTime2", slicedTime2); |
| | | Map<String, List<String>> sectionTimesMap1 = getSectionTimes(hashMap1, pmSamples, years); |
| | | List<String> times4 = sectionTimesMap1.get("times1"); |
| | | List<String> times5 = sectionTimesMap1.get("times2"); |
| | | List<String> times6 = sectionTimesMap1.get("times3"); |
| | | |
| | | Map<String, Object> params1 = new HashMap<>(); |
| | | params1.put("cityCode", cityCode); |
| | | params1.put("typeFormat", "%Y-%m-%d %H:%i:%s"); |
| | | params1.put("sensorKey", "PM2_5"); |
| | | params1.put("sensorKey1", "PM25C"); |
| | | Double PM25Avg1 = getAvg(params1, times4); |
| | | Double PM25Avg2 = getAvg(params1, times5); |
| | | Double PM25Avg3 = getAvg(params1, times6); |
| | | params1.put("sensorKey", "PM10"); |
| | | params1.put("sensorKey1", "PM10C"); |
| | | Double PM10Avg1 = getAvg(params1, times4); |
| | | Double PM10Avg2 = getAvg(params1, times5); |
| | | Double PM10Avg3 = getAvg(params1, times6); |
| | | Double resultPM25 = PM25Avg1 * 0.7 + PM25Avg2 * 0.15 + PM25Avg3 * 0.15; |
| | | nextDayMap.put("PM25C", String.valueOf(Math.round(resultPM25))); |
| | | Double resultPM10 = PM10Avg1 * 0.7 + PM10Avg2 * 0.15 + PM10Avg3 * 0.15; |
| | | nextDayMap.put("PM10C", String.valueOf(Math.round(resultPM10))); |
| | | params.put("time", time); |
| | | String beam = weatherMapper.getBeam(params); |
| | | if (beam != null) { |
| | |
| | | return samples; |
| | | } |
| | | |
| | | private Double getAvgO3(Map<String, Object> params, List<String> times) { |
| | | private Double getAvg(Map<String, Object> params, List<String> times) { |
| | | List<String> values = new ArrayList<>(); |
| | | if (times.size() == 0) { |
| | | return 0.0; |
| | | } |
| | | |
| | | for (String time : times) { |
| | | String s = time.substring(0, 4); |
| | | params.put("time", time); |
| | | String O3 = aqiMapper.getO3ByTime(params); |
| | | if (O3 == null) { |
| | | String value = aqiMapper.getAqiFromHangzhou(params); |
| | | if (value == null) { |
| | | params.put("timeUnits", s); |
| | | O3 = aqiMapper.getO3FromHistory(params); |
| | | value = aqiMapper.getAqiFromHistory(params); |
| | | } |
| | | if (O3 != null) { |
| | | values.add(O3.replace("\"", "")); |
| | | if (value != null) { |
| | | values.add(value.replace("\"", "")); |
| | | } |
| | | } |
| | | Double sum = 0.0; |
| | | for (String value : values) { |
| | | sum += Double.valueOf(value); |
| | | for (String v : values) { |
| | | sum += Double.valueOf(v); |
| | | } |
| | | return sum / values.size(); |
| | | } |
| | |
| | | SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss"); |
| | | Date slicedTime1 = (Date) (params.get("slicedTime1")); |
| | | Date slicedTime2 = (Date) (params.get("slicedTime2")); |
| | | Double nowTemp = Double.valueOf(params.get("nowTemp").toString()); |
| | | ArrayList<String> hours = (ArrayList<String>) params.get("hours"); |
| | | for (String sample : samples) { |
| | | Date samTime = sdf.parse(sample); |
| | | if (samTime.getTime() >= slicedTime1.getTime()) { |
| | |
| | | times3.add(sample); |
| | | } |
| | | } |
| | | |
| | | hashMap.put("times1", times1); |
| | | hashMap.put("times2", times2); |
| | | hashMap.put("times3", times3); |
| | | for (String key : hashMap.keySet()) { |
| | | List<String> values = hashMap.get(key); |
| | | if (values.size() == 0) { |
| | | params.put("startTemp", nowTemp - 2.0); |
| | | params.put("endTemp", nowTemp + 2.0); |
| | | if ("times1".equals(key) || "times2".equals(key)) { |
| | | years = new ArrayList<>(); |
| | | values = getSample(params, years); |
| | | } else { |
| | | values = getSample(params, years); |
| | | } |
| | | |
| | | if (params.get("nowTemp") != null && params.get("hours") != null) { |
| | | Double nowTemp = Double.valueOf(params.get("nowTemp").toString()); |
| | | ArrayList<String> hours = (ArrayList<String>) params.get("hours"); |
| | | for (String key : hashMap.keySet()) { |
| | | List<String> values = hashMap.get(key); |
| | | if (values.size() == 0) { |
| | | hours.add(params.get("sHour").toString()); |
| | | hours.add(params.get("eHour").toString()); |
| | | params.put("hours", hours); |
| | | params.put("startTemp", nowTemp - 2.0); |
| | | params.put("endTemp", nowTemp + 2.0); |
| | | if ("times1".equals(key) || "times2".equals(key)) { |
| | | years = new ArrayList<>(); |
| | | values = getSample(params, years); |
| | | } else { |
| | | values = getSample(params, years); |
| | | } |
| | | if (values.size() == 0) { |
| | | hours.add(params.get("sHour").toString()); |
| | | hours.add(params.get("eHour").toString()); |
| | | params.put("hours", hours); |
| | | if ("times1".equals(key) || "times2".equals(key)) { |
| | | years = new ArrayList<>(); |
| | | values = getSample(params, years); |
| | | } else { |
| | | values = getSample(params, years); |
| | | } |
| | | } |
| | | hashMap.put(key, values); |
| | | } |
| | | hashMap.put(key, values); |
| | | } |
| | | } |
| | | return hashMap; |
| | |
| | | windScale = 10; |
| | | } else if (windSpeed <= 32.6) { |
| | | windScale = 11; |
| | | }else if (windSpeed <= 36.9) { |
| | | } else if (windSpeed <= 36.9) { |
| | | windScale = 12; |
| | | } |
| | | return windScale; |