From 32983a583c99c190ecb4361d72b6f13cd06fefc7 Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Thu, 27 Aug 2020 10:22:57 +0800
Subject: [PATCH] 根据小时不同天气预测o3,光照
---
src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java | 290 +++++++++++++++++++++++++++++++++++----------------------
1 files changed, 176 insertions(+), 114 deletions(-)
diff --git a/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java b/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
index ee83dee..ae0bec1 100644
--- a/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
+++ b/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
@@ -25,7 +25,9 @@
import com.moral.mapper.AQIMapper;
import com.moral.mapper.AreaMapper;
import com.moral.mapper.CityMapper;
+import com.moral.mapper.DeviceMapper;
import com.moral.mapper.ForecastWeatherMapper;
+import com.moral.mapper.HistoryHourlyMapper;
import com.moral.mapper.MonitorPointMapper;
import com.moral.mapper.ProvinceMapper;
import com.moral.mapper.RealWeatherMapper;
@@ -55,6 +57,12 @@
@Resource
private AQIMapper aqiMapper;
+
+ @Resource
+ private DeviceMapper deviceMapper;
+
+ @Resource
+ private HistoryHourlyMapper historyHourlyMapper;
@Override
public int insertForecastWeather() throws ParseException {
@@ -142,98 +150,6 @@
Date endTime = sdf.parse(sdf.format(c.getTime()));
c.add(Calendar.MONTH, -2);
Date startTime = sdf.parse(sdf.format(c.getTime()));
-
- for (Map<String, Object> hashmap : hashSet) {
- Map<String, Object> map1 = new HashMap<>();
- map1.put("typeFormat", "%Y-%m-%d %H:%i:%s");
- map1.put("startTime", startTime);
- map1.put("endTime", endTime);
- hashmap.put("typeFormat", "%Y-%m-%d %H:%i:%s");
- hashmap.put("startTime", startTime);
- hashmap.put("endTime", endTime);
- map1.put("cityCode", Integer.valueOf(hashmap.get("cityCode").toString()));
- List<List<Map<String, Object>>> list1 = new ArrayList<>();
- List<List<Map<String, Object>>> list2 = new ArrayList<>();
-
- for (int i = 0; i < 24; i++) {
- List<Map<String, Object>> list3 = new ArrayList<>();
- List<Map<String, Object>> list4 = new ArrayList<>();
- if (i < 10) {
- map1.put("time", "0" + i + ":00:00");
- hashmap.put("time", "0" + i + ":00:00");
- } else {
- map1.put("time", i + ":00:00");
- hashmap.put("time", i + ":00:00");
- }
- List<Map<String, Object>> tempList = realWeatherMapper.getTemp(hashmap);
- List<Map<String, Object>> O3List = aqiMapper.getO3(map1);
- if (O3List.size() == 0) {
- map1.put("cityCode", Integer.valueOf(hashmap.get("parentCode").toString()));
- O3List = aqiMapper.getO3(map1);
- }
- list3.addAll(tempList);
- list4.addAll(O3List);
- list1.add(list3);
- list2.add(list4);
- }
- List<List<Map<String, Object>>> list = new ArrayList<>();
- if (list2.get(0).size() == 0) {
- list = list1;
- } else {
- for (List<Map<String, Object>> tempList : list1) {
- List<Map<String, Object>> list3 = new ArrayList<>();
- for (List<Map<String, Object>> O3List : list2) {
- for (Map<String, Object> tempMap : tempList) {
- for (Map<String, Object> O3Map : O3List) {
- if (O3Map.get("O3") != null) {
- if (tempMap.get("time").equals(O3Map.get("time"))) {
- Map<String, Object> map = new HashMap<>();
- map.put("time", tempMap.get("time"));
- map.put("temp", tempMap.get("temp").toString());
- map.put("O3", O3Map.get("O3").toString());
- list3.add(map);
- }
- }
- }
- }
- }
- list.add(list3);
- }
- }
-
- if (list.get(0).size()!=0) {
- if (list.get(0).get(0).size() > 2) {
- List<Map<String, Object>> constantList = new ArrayList<>();
- for (int i = 0; i < list.size(); i++) {
- List<Map<String, Object>> mapList = list.get(i);
- double tempSum = 0;//���������
- double O3Sum = 0;//O3���
- double sum = 0;//
- double sum1 = 0;
- int length = mapList.size();
- Map<String, Object> cmap = new HashMap<>();
- cmap.put("time", i);
- for (Map<String, Object> map : mapList) {
- double temp = Double.valueOf(map.get("temp").toString().replace("\"", "").split("\\.")[0]);
- double O3 = Double.valueOf(map.get("O3").toString().replace("\"", "").split("\\.")[0]);
- tempSum = tempSum + temp;
- O3Sum = O3Sum + O3;
- sum = sum + temp * O3;
- sum1 = sum1 + temp * temp;
- }
- double tempAvg = tempSum / length;
- double O3Avg = O3Sum / length;
- double b = (sum - length * tempAvg * O3Avg) / (sum1 - length * tempAvg * tempAvg);
- double a = O3Avg - (b * tempAvg);
- cmap.put("a", a);
- cmap.put("b", b);
- constantList.add(cmap);
- }
- hashmap.put("constants", constantList);
- }
- }
- }
-
int count = 0;
for (Map<String, Object> map : hashSet) {
String id = map.get("cityID").toString();
@@ -251,48 +167,194 @@
String hour1 = hourlyMap.get("fxTime").toString().split("\\+")[0].split(":")[0].replace("T", " ");
if (hour.equals(nextDay)) {
nextDayList.add(hourlyMap);
-
}
if (hour1.equals(nextNextDay)) {
nextDayList.add(hourlyMap);
}
- map.put("data", nextDayList);
}
+ nextDayList.remove(0);
+ for (Map<String, Object> nextDayMap : nextDayList) {
+ String text = nextDayMap.get("text").toString();
+ String condition = "";
+ if ("���".equals(text)) {
+ condition = "100";
+ } else if ("������".equals(text)) {
+ condition = "80";
+ } else if ("���".equals(text)) {
+ condition = "60";
+ } else if ("���������".equals(text) || "������".equals(text)) {
+ condition = "40";
+ } else if ("������".equals(text)) {
+ condition = "20";
+ } else if ("���".equals(text)) {
+ condition = "0";
+ }
+ nextDayMap.put("condition", condition);
+ }
+ map.put("data", nextDayList);
}
for (Map<String, Object> map : hashSet) {
- String cityCode = map.get("cityCode").toString();
List<Map<String, Object>> resultList = new ArrayList<>();
+ String cityCode = map.get("cityCode").toString();
+ map.put("startTime", startTime);
+ map.put("endTime", endTime);
+ map.put("typeFormat", "%Y-%m-%d %H:%i:%s");
+ Map<String, Object> map1 = new HashMap<>();
+ map1.put("typeFormat", "%Y-%m-%d %H:%i:%s");
+ map1.put("cityCode", Integer.valueOf(cityCode));
+ //������city_code������������monitorPoint
+ Map<String, Object> params = new HashMap<>();
+ if (cityCode.endsWith("0000")) {
+ params.put("provinceCode", Integer.valueOf(cityCode));
+ } else if (cityCode.endsWith("00")) {
+ params.put("cityCode", Integer.valueOf(cityCode));
+ } else {
+ params.put("areaCode", Integer.valueOf(cityCode));
+ }
+ List<Integer> pointList = new ArrayList<>();
+ if (cityCode.equals("130900")) {
+ pointList.add(48);
+ } else {
+ pointList = monitorPointMapper.getMonitorList(params);
+ }
+ List<String> macList = deviceMapper.getMacsByMonitorPointIds(pointList);
+ if (macList.size() != 0) {
+ map.put("macs", macList);
+ }
ArrayList<Map<String, Object>> dataList = (ArrayList<Map<String, Object>>) map.get("data");
for (Map<String, Object> dataMap : dataList) {
Map<String, Object> hashMap = new HashMap<>();
hashMap.put("cityCode", cityCode);
String time = dataMap.get("fxTime").toString().split("\\+")[0].replace("T", " ") + ":00";
- hashMap.put("time", sdf1.parse(time));
-
- String temp = dataMap.get("temp").toString();
int hour = Integer.valueOf(time.substring(11, 13));
- if (map.get("constants") != null) {
- List<Map<String, Object>> list = (List<Map<String, Object>>) map.get("constants");
- for (Map<String, Object> listMap : list) {
- int value = Integer.valueOf(listMap.get("time").toString());
- Double a = Double.valueOf(listMap.get("a").toString());
- Double b = Double.valueOf(listMap.get("b").toString());
- if (hour == value) {
- double O3C = b * Double.valueOf(temp) + a;
- dataMap.put("O3C", String.valueOf(Math.round(O3C)));
+ map.put("time", hour);
+ hashMap.put("time", sdf1.parse(time));
+ String nextDayTemp = dataMap.get("temp").toString();
+ String nextDayCloud = dataMap.get("cloud").toString();
+ Integer condition = Integer.valueOf(dataMap.get("condition").toString());
+ String value="";
+ if (condition >= 80) {
+ value = "80";
+ } else if (condition >= 40) {
+ value = "40";
+ } else if (condition >= 0) {
+ value = "0";
+ }
+ map.put("condition", value);
+ List<Map<String, Object>> tempAndCloudList = realWeatherMapper.getTempAndCloud(map);
+ List<String> times = new ArrayList<>();
+ for (Map<String, Object> tempAndCloudMap : tempAndCloudList) {
+ times.add(tempAndCloudMap.get("time").toString());
+ }
+ map.put("times", times);
+ map1.put("times", times);
+ map1.put("time", hour);
+ List<Map<String, Object>> O3List = aqiMapper.getO3(map1);
+ if (O3List.size() == 0) {
+ map1.put("cityCode", Integer.valueOf(map.get("parentCode").toString()));
+ O3List = aqiMapper.getO3(map1);
+ }
+ List<Map<String, Object>> beamList = new ArrayList<>();
+ if (map.get("macs") != null) {
+ beamList = historyHourlyMapper.getBeamByMacs(map);
+ }
+ for (Map<String, Object> tempAndCloudMap : tempAndCloudList) {
+ String time1 = tempAndCloudMap.get("time").toString();
+ for (Map<String, Object> beamMap : beamList) {
+ if (beamList.size() != 0) {
+ String time2 = beamMap.get("time").toString();
+ if (time1.equals(time2)) {
+ tempAndCloudMap.putAll(beamMap);
+ }
}
}
}
+
+ for (Map<String, Object> tempAndCloudMap : tempAndCloudList) {
+ String time1 = tempAndCloudMap.get("time").toString();
+ for (Map<String, Object> O3Map : O3List) {
+ if (O3List.size() != 0) {
+ String time3 = O3Map.get("time").toString();
+ if (time1.equals(time3)) {
+ tempAndCloudMap.putAll(O3Map);
+ }
+ }
+ }
+ }
+
+ double tempSum = 0.0;//���������
+ double O3Sum = 0.0;//O3���
+ double sum1 = 0.0;//
+ double sum2 = 0.0;
+
+ double cloudSum = 0.0;//���������
+ double beamSum = 0.0;//O3���
+ double sum3 = 0.0;//
+ double sum4 = 0.0;
+ int size = tempAndCloudList.size();
+ Map<String, Object> cmap = new HashMap<>();
+ cmap.put("time", hour);
+ for (Map<String, Object> listMap : tempAndCloudList) {
+ //O3
+ double temp = Double.valueOf(listMap.get("temp").toString().replace("\"", "").split("\\.")[0]);
+ if (listMap.get("O3") != null) {
+ double O3 = Double.valueOf(listMap.get("O3").toString().replace("\"", "").split("\\.")[0]);
+ tempSum = tempSum + temp;
+ O3Sum = O3Sum + O3;
+ sum1 = sum1 + temp * O3;
+ sum2 = sum2 + temp * temp;
+ }
+ //������
+ double cloud = Double.valueOf(listMap.get("cloud").toString().replace("\"", "").split("\\.")[0]);
+ if (listMap.get("beam") != null) {
+ double beam = Double.valueOf(listMap.get("beam").toString().replace("\"", "").split("\\.")[0]);
+ cloudSum = cloudSum + cloud;
+ beamSum = beamSum + beam;
+ sum3 = sum3 + cloud * beam;
+ sum4 = sum4 + cloud * cloud;
+ }
+ }
+
+ if (tempSum != 0.0) {
+ double tempAvg = tempSum / size;
+ double O3Avg = O3Sum / size;
+ double b = (sum1 - size * tempAvg * O3Avg) / (sum2 - size * tempAvg * tempAvg);
+ double a = O3Avg - (b * tempAvg);
+ cmap.put("a", a);
+ cmap.put("b", b);
+ }
+
+ if (cloudSum != 0.0) {
+ double cloudAvg = cloudSum / size;
+ double beamAvg = beamSum / size;
+ double n = (sum3 - size * cloudAvg * beamAvg) / (sum4 - size * cloudAvg * cloudAvg);
+ double m = beamAvg - (n * cloudAvg);
+ cmap.put("m", m);
+ cmap.put("n", n);
+ }
+ if (cmap.get("a") != null) {
+ Double a = Double.valueOf(cmap.get("a").toString());
+ Double b = Double.valueOf(cmap.get("b").toString());
+ double O3C = b * Double.valueOf(nextDayTemp) + a;
+ if (O3C < 1.0) {
+ O3C=1.0;
+ }
+ dataMap.put("O3C", String.valueOf(Math.round(O3C)));
+ }
+ if (cmap.get("m") != null) {
+ Double m = Double.valueOf(cmap.get("m").toString());
+ Double n = Double.valueOf(cmap.get("n").toString());
+ double beam = n * Double.valueOf(nextDayCloud) + m;
+ if (beam < 1.0) {
+ beam=1.0;
+ }
+ dataMap.put("beam", String.valueOf(Math.round(beam)));
+ }
+ dataMap.remove("icon");
+ dataMap.remove("fxTime");
hashMap.put("json", JSONObject.toJSONString(dataMap));
resultList.add(hashMap);
- }
- resultList.remove(0);
- for (Map<String, Object> resultMap : resultList) {
- Map<String, Object> jsonMap = (Map<String, Object>) JSONObject.parse(resultMap.get("json").toString());
- jsonMap.remove("fxTime");
- jsonMap.remove("icon");
- resultMap.put("json", JSONObject.toJSONString(jsonMap));
}
Map<String, Object> parameters = new HashMap<>();
parameters.put("start", start);
--
Gitblit v1.8.0