From c75b4210328b98913de7eeef507e6d88069bcecc Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Thu, 13 Aug 2020 11:19:48 +0800
Subject: [PATCH] 根据算法预测明天O3,插入数据库
---
src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java | 140 +++++++++++++++++++++++++++++++++++++++++-----
1 files changed, 124 insertions(+), 16 deletions(-)
diff --git a/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java b/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
index f23339e..949895d 100644
--- a/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
+++ b/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
@@ -17,17 +17,17 @@
import org.springframework.stereotype.Service;
import org.springframework.web.client.RestTemplate;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.moral.entity.Area;
import com.moral.entity.City;
import com.moral.entity.MonitorPoint;
+import com.moral.mapper.AQIMapper;
import com.moral.mapper.AreaMapper;
import com.moral.mapper.CityMapper;
import com.moral.mapper.ForecastWeatherMapper;
import com.moral.mapper.MonitorPointMapper;
import com.moral.mapper.ProvinceMapper;
+import com.moral.mapper.RealWeatherMapper;
import com.moral.service.ForecastWeatherService;
import com.moral.util.Dom4jUtils;
@@ -48,6 +48,12 @@
@Resource
private ProvinceMapper provinceMapper;
+
+ @Resource
+ private RealWeatherMapper realWeatherMapper;
+
+ @Resource
+ private AQIMapper aqiMapper;
@Override
public int insertForecastWeather() throws ParseException {
@@ -71,32 +77,32 @@
Integer provinceCode = monitorPoint.getProvinceCode();
String parentName = "";
String name1 = "";
- Integer code=0;
+ Integer code = 0;
if (areaCode != null) {
Area area = areaMapper.getAreaByAreaCode(areaCode);
City city = cityMapper.getCityByCityCode(cityCode);
name1 = area.getAreaName();
parentName = city.getCityName();
- code=areaCode;
+ code = areaCode;
if ("���������".equals(name1)) {
name1 = parentName;
parentName = provinceMapper.getProvinceByProvinceCode(provinceCode).getProvinceName();
- code=cityCode;
+ code = cityCode;
}
} else {
City city = cityMapper.getCityByCityCode(cityCode);
name1 = city.getCityName();
parentName = provinceMapper.getProvinceByProvinceCode(provinceCode).getProvinceName();
- code=cityCode;
+ code = cityCode;
if ("���������".equals(name1)) {
name1 = parentName;
parentName = "";
- code=provinceCode;
+ code = provinceCode;
}
}
hashMap.put("name1", name1);
hashMap.put("parentName", parentName);
- hashMap.put("cityCode",code);
+ hashMap.put("cityCode", code);
hashSet.add(hashMap);
}
List<Element> elements = Dom4jUtils.readDocument();
@@ -124,7 +130,91 @@
}
}
- int count=0;
+ c.setTime(new Date());
+ 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) {
+ hashmap.put("typeFormat", "%Y-%m-%d %H:%i:%s");
+ hashmap.put("startTime", startTime);
+ hashmap.put("endTime", endTime);
+ 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) {
+ hashmap.put("time", "0" + i + ":00:00");
+ } else {
+ hashmap.put("time", i + ":00:00");
+ }
+ List<Map<String, Object>> tempList = realWeatherMapper.getTemp(hashmap);
+ List<Map<String, Object>> O3List = aqiMapper.getO3(hashmap);
+ 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).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();
Map<String, Object> dataMap = restTemplate.getForObject("https://api.heweather.net/v7/weather/72h?key=da05c6c4852d4f7aa3364a9236ee9e26&gzip=n&location={1}", Map.class, id);
@@ -141,23 +231,41 @@
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);
}
}
for (Map<String, Object> map : hashSet) {
- List<Map<String,Object>> resultList=new ArrayList<>();
+ String cityCode = map.get("cityCode").toString();
+ List<Map<String, Object>> resultList = new ArrayList<>();
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",map.get("cityCode").toString());
+ 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));
- hashMap.put("json",JSONObject.toJSONString(dataMap));
+ 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)));
+ }
+ }
+ }
+ hashMap.put("json", JSONObject.toJSONString(dataMap));
resultList.add(hashMap);
}
resultList.remove(0);
@@ -170,9 +278,9 @@
Map<String, Object> parameters = new HashMap<>();
parameters.put("start", start);
parameters.put("end", end);
- parameters.put("cityCode", map.get("cityCode").toString());
+ parameters.put("cityCode", cityCode);
forecastWeatherMapper.deleteByTime(parameters);
- count = count+forecastWeatherMapper.insertForecastWeather(resultList);
+ count = count + forecastWeatherMapper.insertForecastWeather(resultList);
}
return count;
}
--
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