From c60311f48e7ec07c56a4df31536f795ba62751ce Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Fri, 09 Oct 2020 16:44:42 +0800
Subject: [PATCH] 昆山，沧州大数据预测O3
---
src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java | 467 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++-
1 files changed, 452 insertions(+), 15 deletions(-)
diff --git a/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java b/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
index 4bbbbfa..7be449b 100644
--- a/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
+++ b/src/main/java/com/moral/service/impl/ForecastWeatherServiceImpl.java
@@ -1,9 +1,11 @@
package com.moral.service.impl;
+import java.text.DecimalFormat;
import java.text.ParseException;
import java.text.SimpleDateFormat;
import java.util.ArrayList;
import java.util.Calendar;
+import java.util.Collections;
import java.util.Date;
import java.util.HashMap;
import java.util.HashSet;
@@ -65,10 +67,404 @@
private HistoryHourlyMapper historyHourlyMapper;
@Override
+ public int insertForecastWeatherNew() throws ParseException {
+ Calendar c = Calendar.getInstance();
+ SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
+ SimpleDateFormat sdf1 = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+ String today = sdf.format(c.getTime());
+ DecimalFormat df = new DecimalFormat("0.0");
+ c.add(Calendar.DAY_OF_MONTH, 1);
+ String nextDay = sdf.format(c.getTime());
+ c.setTime(c.getTime());
+ c.add(Calendar.DAY_OF_MONTH, 1);
+ String nextNextDay = sdf.format(c.getTime()) + " 00";
+ RestTemplate restTemplate = new RestTemplate();
+ List<MonitorPoint> monitorPointList = monitorPointMapper.getMonitorPointList();
+ Set<Map<String, Object>> hashSet = new HashSet<>();
+ for (MonitorPoint monitorPoint : monitorPointList) {
+ Map<String, Object> hashMap = new HashMap<>();
+ Integer areaCode = monitorPoint.getAreaCode();
+ Integer cityCode = monitorPoint.getCityCode();
+ Integer provinceCode = monitorPoint.getProvinceCode();
+ String parentName;
+ String name1;
+ Integer code;
+ Integer parentCode;
+ if (areaCode != null) {
+ Area area = areaMapper.getAreaByAreaCode(areaCode);
+ City city = cityMapper.getCityByCityCode(cityCode);
+ name1 = area.getAreaName();
+ parentName = city.getCityName();
+ parentCode = cityCode;
+ code = areaCode;
+ if ("���������".equals(name1)) {
+ name1 = parentName;
+ Province province = provinceMapper.getProvinceByProvinceCode(provinceCode);
+ parentName = province.getProvinceName();
+ parentCode = provinceCode;
+ code = cityCode;
+ }
+ } else {
+ if (cityCode != null) {
+ City city = cityMapper.getCityByCityCode(cityCode);
+ name1 = city.getCityName();
+ code = cityCode;
+ Province province = provinceMapper.getProvinceByProvinceCode(provinceCode);
+ parentName = province.getProvinceName();
+ parentCode = provinceCode;
+ if ("���������".equals(name1)) {
+ name1 = parentName;
+ code = provinceCode;
+ }
+ } else {
+ code = provinceCode;
+ Province province = provinceMapper.getProvinceByProvinceCode(provinceCode);
+ name1 = province.getProvinceName();
+ parentCode = provinceCode;
+ parentName = name1;
+ }
+ }
+ hashMap.put("name1", name1);
+ hashMap.put("parentName", parentName);
+ hashMap.put("cityCode", code);
+ hashMap.put("parentCode", parentCode);
+ hashSet.add(hashMap);
+ }
+
+ Map<String, Object> smap = new HashMap<>();
+ smap.put("name1", "���������");
+ smap.put("parentName", "���������");
+ smap.put("cityCode", 320500);
+ smap.put("parentCode", 320000);
+ hashSet.add(smap);
+
+ Map<String, Object> bmap = new HashMap<>();
+ bmap.put("name1", "���������");
+ bmap.put("parentName", "���������");
+ bmap.put("cityCode", 110000);
+ bmap.put("parentCode", 110000);
+ hashSet.add(bmap);
+
+ Map<String, Object> cz = new HashMap<>();
+ Set<Map<String, Object>> set = new HashSet<>();
+ cz.put("name1", "���������");
+ cz.put("parentName", "���������");
+ cz.put("cityCode", 130900);
+ cz.put("parentCode", 130000);
+ set.add(cz);
+
+ Map<String, Object> ks = new HashMap<>();
+ ks.put("name1", "���������");
+ ks.put("parentName", "���������");
+ ks.put("cityCode", 320583);
+ ks.put("parentCode", 320500);
+ set.add(ks);
+
+ List<Element> elements = Dom4jUtils.readDocument();
+ String cityID;
+ for (Map<String, Object> map : set) {
+ String name1 = map.get("name1").toString();
+ for (Element element : elements) {
+ String name2 = element.element("name").getText();
+ String parentName = map.get("parentName").toString();
+ if (name2.equals("���������")) {
+ name2 = "���������";
+ }
+ if (name1.equals(name2)) {
+ cityID = element.element("Fweathercn").getText();
+ map.put("cityID", cityID);
+ break;
+ }
+ if (name2.endsWith(name1)) {
+ if (name2.startsWith(parentName)) {
+ cityID = element.element("Fweathercn").getText();
+ map.put("cityID", cityID);
+ break;
+ }
+ }
+ }
+ }
+ int count = 0;
+ for (Map<String, Object> map : set) {
+ 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);
+ if (dataMap == null) {
+ return count;
+ }
+ String json = JSONObject.toJSONString(dataMap);
+ dataMap = (Map<String, Object>) JSONObject.parse(json);
+ List<Map<String, Object>> nextDayList = new ArrayList<>();
+ String string = dataMap.get("hourly").toString();
+ List<Map<String, Object>> hourlyList = (List<Map<String, Object>>) JSONObject.parse(string);
+ for (Map<String, Object> hourlyMap : hourlyList) {
+ //���������������������
+ String fxTime = hourlyMap.get("fxTime").toString().split("\\+")[0].replace("T", " ") + ":00";
+ hourlyMap.remove("fxTime");
+ //icon������������������
+ hourlyMap.remove("icon");
+ hourlyMap.put("time", fxTime);
+ //������
+ String text = hourlyMap.get("text").toString();
+ //������km/h->m/s
+ Double windSpeed = Double.valueOf(hourlyMap.get("windSpeed").toString());
+ windSpeed = windSpeed * 1000 / 3600;
+ hourlyMap.put("windSpeed", df.format(windSpeed));
+ String condition = "";
+ if ("���".equals(text)) {
+ condition = "100";
+ } else if ("���".equals(text)) {
+ condition = "90";
+ } else if ("������".equals(text)) {
+ condition = "80";
+ } else if ("���".equals(text)) {
+ condition = "70";
+ } else if ("���".equals(text) || "������".equals(text) || "������".equals(text) || "".equals(text)) {
+ condition = "60";
+ } else if ("������".equals(text)) {
+ condition = "45";
+ } else if ("���������".equals(text)) {
+ condition = "40";
+ } else if ("������������������".equals(text) || "���������������".equals(text)) {
+ condition = "30";
+ } else if ("������".equals(text)) {
+ condition = "20";
+ } else if ("���".equals(text)) {
+ condition = "10";
+ } else if ("������������������".equals(text)) {
+ condition = "5";
+ } else if ("������������������".equals(text)) {
+ condition = "4";
+ } else if ("������".equals(text) || "������".equals(text) || "������".equals(text)
+ || "������".equals(text) || "������".equals(text) || "������".equals(text)
+ || "���������".equals(text) || "���������������������������".equals(text) || "������".equals(text)
+ ) {
+ condition = "0";
+ } else {
+ condition = "50";
+ }
+ hourlyMap.put("condition", condition);
+
+ String hour = fxTime.split(" ")[0];
+ String hour1 = fxTime.split(":")[0];
+ if (hour.equals(nextDay)) {
+ nextDayList.add(hourlyMap);
+ }
+ if (hour1.equals(nextNextDay)) {
+ nextDayList.add(hourlyMap);
+ }
+ }
+ nextDayList.remove(0);
+ map.put("data", nextDayList);
+ }
+
+ //today:������
+ c.setTime(sdf.parse(today));
+ c.add(Calendar.YEAR, -3);
+ Date start = c.getTime();
+ Date end = sdf.parse(today);
+ int timeUnits1 = c.get(Calendar.YEAR);
+ int timeUnits2 = timeUnits1 + 1;
+ int timeUnits3 = timeUnits1 + 2;
+ int timeUnits4 = timeUnits1 + 3;
+ //���������15��� 70%,���������45���15%,������ 15%
+ c.setTime(end);
+ c.add(Calendar.DAY_OF_MONTH, -15);
+ //���15���������������
+ Date slicedTime1 = c.getTime();
+ //���45���������������
+ c.add(Calendar.DAY_OF_MONTH, -30);
+ Date slicedTime2 = c.getTime();
+ for (Map<String, Object> map : set) {
+ String cityCode = map.get("cityCode").toString();
+ ArrayList<Map<String, Object>> dataList = (ArrayList<Map<String, Object>>) map.get("data");
+ for (Map<String, Object> dataMap : dataList) {
+ Map<String, Object> hashMap = new HashMap<>();
+ List<String> hours = new ArrayList<>();
+ hashMap.put("cityCode", cityCode);
+ hashMap.put("start", start);
+ hashMap.put("end", end);
+ hashMap.put("typeFormat", "%Y-%m-%d %H:%i:%s");
+ Integer condition = Integer.valueOf(dataMap.get("condition").toString());
+ Double temp = Double.valueOf(dataMap.get("temp").toString());
+ Integer pressure = Integer.valueOf(dataMap.get("pressure").toString());
+ String time = dataMap.get("time").toString();
+ //������������
+ hours.add(time.substring(11, 13));
+ c.setTime(sdf1.parse(time));
+ //���1������
+ c.add(Calendar.HOUR_OF_DAY, -1);
+ hours.add(sdf1.format(c.getTime()).substring(11, 13));
+ //���2������
+ c.add(Calendar.HOUR_OF_DAY, -1);
+ String sHour = sdf1.format(c.getTime()).substring(11, 13);
+ //���1������
+ c.add(Calendar.HOUR_OF_DAY, 3);
+ hours.add(sdf1.format(c.getTime()).substring(11, 13));
+ //���2������
+ c.add(Calendar.HOUR_OF_DAY, 1);
+ String eHour = sdf1.format(c.getTime()).substring(11, 13);
+ hashMap.put("hours", hours);
+ hashMap.put("score", 50);
+ if (condition > 50) {
+ hashMap.put("condition", 0);
+ } else {
+ hashMap.put("condition", 1);
+ }
+ List<Integer> years = new ArrayList<>();
+ Collections.addAll(years, timeUnits1, timeUnits2, timeUnits3, timeUnits4);
+ List<String> samples = getSample(hashMap, years);
+ if (samples.size() > 100) {
+ hashMap.put("startTemp", temp - 1.0);
+ hashMap.put("endTemp", temp + 1.0);
+ samples = getSample(hashMap, years);
+ if (samples.size() > 100) {
+ hashMap.put("startPressure", pressure - 5);
+ hashMap.put("endPressure", pressure + 5);
+ samples = getSample(hashMap, years);
+ }
+ }
+ hashMap.put("slicedTime1", slicedTime1);
+ hashMap.put("slicedTime2", slicedTime2);
+ hashMap.put("nowTemp", temp);
+ hashMap.put("sHour", sHour);
+ hashMap.put("eHour", eHour);
+ Map<String, List<String>> sectionTimesMap = getSectionTimes(hashMap, samples, years);
+ Map<String, Object> params = new HashMap<>();
+ params.put("cityCode", cityCode);
+ params.put("typeFormat", "%Y-%m-%d %H:%i:%s");
+ 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;
+ dataMap.put("O3C", String.valueOf(Math.round(resultO3)));
+ }
+
+ List<Map<String, Object>> resultList = new ArrayList<>();
+ for (Map<String, Object> dataMap : dataList) {
+ Map<String, Object> resultMap = new HashMap<>();
+ String time = dataMap.remove("time").toString();
+ Map<String, Object> params = new HashMap<>();
+ params.put("cityCode", cityCode);
+ params.put("time", sdf1.parse(time));
+ String beam = forecastWeatherMapper.getBeam(params);
+ if (beam != null) {
+ dataMap.put("beam",beam.replace("\"",""));
+ }
+ resultMap.put("cityCode", cityCode);
+ resultMap.put("time", time);
+ resultMap.put("json", JSONObject.toJSONString(dataMap));
+ resultList.add(resultMap);
+ }
+ Map<String, Object> parameters = new HashMap<>();
+ parameters.put("start",sdf1.parse(nextDay + " 01:00:00"));
+ c.setTime(sdf1.parse(nextDay + " 01:00:00"));
+ c.add(Calendar.DAY_OF_MONTH, 1);
+ parameters.put("end", c.getTime());
+ parameters.put("cityCode", cityCode);
+ forecastWeatherMapper.deleteByTime(parameters);
+ count = count + forecastWeatherMapper.insertForecastWeather(resultList);
+ }
+ return count;
+ }
+
+ private List<String> getSample(Map<String, Object> params, List<Integer> years) {
+ List<String> samples = new ArrayList<>();
+ if (years.size() > 0) {
+ for (Integer year : years) {
+ params.put("timeUnits", year);
+ samples.addAll(realWeatherMapper.getSampleFromHistoryWeather(params));
+ }
+ }
+ samples.addAll(realWeatherMapper.getSampleFromRealWeather(params));
+ return samples;
+ }
+
+ private Double getAvgO3(Map<String, Object> params, List<String> times) {
+ List<String> values = new ArrayList<>();
+ for (String time : times) {
+ String s = time.substring(0, 4);
+ params.put("time", time);
+ String O3 = aqiMapper.getO3ByTime(params);
+ if (O3 == null) {
+ params.put("timeUnits", s);
+ O3 = aqiMapper.getO3FromHistory(params);
+ }
+ if (O3 != null) {
+ values.add(O3.replace("\"", ""));
+ }
+ }
+ Double sum = 0.0;
+ for (String value : values) {
+ sum += Double.valueOf(value);
+ }
+ return sum / values.size();
+ }
+
+ private Map<String, List<String>> getSectionTimes(Map<String, Object> params, List<String> samples, List<Integer> years) throws ParseException {
+ Map<String, List<String>> hashMap = new HashMap<>();
+ //���������15���
+ List<String> times1 = new ArrayList<>();
+ //45-15
+ List<String> times2 = new ArrayList<>();
+ //������
+ List<String> times3 = new ArrayList<>();
+ 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()) {
+ times1.add(sample);
+ } else if (samTime.getTime() >= slicedTime2.getTime()) {
+ times2.add(sample);
+ } else {
+ 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 (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);
+ }
+ }
+ return hashMap;
+ }
+
+ @Override
public int insertForecastWeather() throws ParseException {
Calendar c = Calendar.getInstance();
SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
SimpleDateFormat sdf1 = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+ DecimalFormat df = new DecimalFormat("0.0");
c.add(Calendar.DAY_OF_MONTH, 1);
String nextDay = sdf.format(c.getTime());
c.setTime(c.getTime());
@@ -121,6 +517,20 @@
hashMap.put("parentCode", parentCode);
hashSet.add(hashMap);
}
+
+ Map<String, Object> bmap = new HashMap<>();
+ bmap.put("name1", "���������");
+ bmap.put("parentName", "���������");
+ bmap.put("cityCode", 110000);
+ bmap.put("parentCode", 110000);
+ hashSet.add(bmap);
+ Map<String, Object> smap = new HashMap<>();
+ smap.put("name1", "���������");
+ smap.put("parentName", "���������");
+ smap.put("cityCode", 320500);
+ smap.put("parentCode", 320000);
+ hashSet.add(smap);
+
List<Element> elements = Dom4jUtils.readDocument();
String cityID = "101190404";
for (Map<String, Object> map : hashSet) {
@@ -174,20 +584,43 @@
}
nextDayList.remove(0);
for (Map<String, Object> nextDayMap : nextDayList) {
+ //������km/h->m/s
+ Double windSpeed = Double.valueOf(nextDayMap.get("windSpeed").toString());
+ windSpeed = windSpeed * 1000 / 3600;
+ nextDayMap.put("windSpeed", df.format(windSpeed));
String text = nextDayMap.get("text").toString();
String condition = "";
if ("���".equals(text)) {
condition = "100";
+ } else if ("���".equals(text)) {
+ condition = "90";
} else if ("������".equals(text)) {
condition = "80";
- } else if ("���".equals(text)) {
+ } else if ("���".equals(text)) {
+ condition = "70";
+ } else if ("���".equals(text) || "������".equals(text) || "������".equals(text) || "".equals(text)) {
condition = "60";
- } else if ("���������".equals(text) || "������".equals(text)) {
+ } else if ("������".equals(text)) {
+ condition = "45";
+ } else if ("���������".equals(text)) {
condition = "40";
+ } else if ("������������������".equals(text) || "���������������".equals(text)) {
+ condition = "30";
} else if ("������".equals(text)) {
condition = "20";
} else if ("���".equals(text)) {
+ condition = "10";
+ } else if ("������������������".equals(text)) {
+ condition = "5";
+ } else if ("������������������".equals(text)) {
+ condition = "4";
+ } else if ("������".equals(text) || "������".equals(text) || "������".equals(text)
+ || "������".equals(text) || "������".equals(text) || "������".equals(text)
+ || "���������".equals(text) || "���������������������������".equals(text) || "������".equals(text)
+ ) {
condition = "0";
+ } else {
+ condition = "50";
}
nextDayMap.put("condition", condition);
}
@@ -233,13 +666,13 @@
String nextDayTemp = dataMap.get("temp").toString();
String nextDayCloud = dataMap.get("cloud").toString();
Integer condition = Integer.valueOf(dataMap.get("condition").toString());
- String value="";
+ Integer value = 0;
if (condition >= 80) {
- value = "80";
+ value = 80;
} else if (condition >= 40) {
- value = "40";
+ value = 40;
} else if (condition >= 0) {
- value = "0";
+ value = 0;
}
map.put("condition", value);
List<Map<String, Object>> tempAndCloudList = realWeatherMapper.getTempAndCloud(map);
@@ -250,15 +683,19 @@
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>> O3List = new ArrayList<>();
List<Map<String, Object>> beamList = new ArrayList<>();
- if (map.get("macs") != null) {
- beamList = historyHourlyMapper.getBeamByMacs(map);
+ if (times.size() != 0) {
+ O3List = aqiMapper.getO3(map1);
+ if (O3List.size() == 0) {
+ map1.put("cityCode", Integer.valueOf(map.get("parentCode").toString()));
+ O3List = aqiMapper.getO3(map1);
+ }
+ 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) {
@@ -338,7 +775,7 @@
Double b = Double.valueOf(cmap.get("b").toString());
double O3C = b * Double.valueOf(nextDayTemp) + a;
if (O3C < 1.0) {
- O3C=1.0;
+ O3C = 1.0;
}
dataMap.put("O3C", String.valueOf(Math.round(O3C)));
}
@@ -347,7 +784,7 @@
Double n = Double.valueOf(cmap.get("n").toString());
double beam = n * Double.valueOf(nextDayCloud) + m;
if (beam < 1.0) {
- beam=0.0;
+ beam = 0.0;
}
dataMap.put("beam", String.valueOf(Math.round(beam)));
}
--
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