From d0857416b2d72cac3b5b3cac449907c66feac737 Mon Sep 17 00:00:00 2001
From: lizijie <lzjiiie@163.com>
Date: Mon, 15 Aug 2022 15:45:23 +0800
Subject: [PATCH] 添加虎丘区预测
---
src/main/java/com/moral/service/impl/WeatherServiceImpl.java | 203 +++++++++++++++++++++++++++++---------------------
1 files changed, 118 insertions(+), 85 deletions(-)
diff --git a/src/main/java/com/moral/service/impl/WeatherServiceImpl.java b/src/main/java/com/moral/service/impl/WeatherServiceImpl.java
index c505346..267a975 100644
--- a/src/main/java/com/moral/service/impl/WeatherServiceImpl.java
+++ b/src/main/java/com/moral/service/impl/WeatherServiceImpl.java
@@ -10,6 +10,7 @@
import java.util.HashMap;
import java.util.List;
import java.util.Map;
+import java.util.stream.Collectors;
import javax.annotation.Resource;
@@ -66,13 +67,17 @@
ks.put("cityCode", 320583);
ks.put("cityId", 101190404);
cityList.add(ks);
- int count = 0;
+ Map<String, Object> hq = new HashMap<>();
+ hq.put("cityCode", 320505);
+ hq.put("cityId", 101190406);
+ cityList.add(hq);
+ int state = 200;
for (Map<String, Object> map : cityList) {
String cityCode = map.get("cityCode").toString();
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;
+ if (!dataMap.get("code").equals("200")) {
+ return 500;
}
String json = JSONObject.toJSONString(dataMap);
dataMap = (Map<String, Object>) JSONObject.parse(json);
@@ -125,6 +130,7 @@
//������������������������list
List<Map<String, Object>> resultList = new ArrayList<>();
for (Map<String, Object> nextDayMap : nextDayList) {
+ //O3������
Map<String, Object> hashMap = new HashMap<>();
List<String> hours = new ArrayList<>();
hashMap.put("cityCode", cityCode);
@@ -132,14 +138,13 @@
hashMap.put("end", end);
hashMap.put("typeFormat", "%Y-%m-%d %H:%i:%s");
int condition = Integer.parseInt(nextDayMap.get("condition").toString());
- double temp = Double.parseDouble(nextDayMap.get("temp").toString());
+ int temp = Integer.parseInt(nextDayMap.get("temp").toString());
int pressure = Integer.parseInt(nextDayMap.get("pressure").toString());
- String time = nextDayMap.remove("time").toString();
- //������,pm2.5,pm10������������������
- String month = time.substring(5, 7);
//���������������������
String windDir = nextDayMap.get("windDir").toString();
- double windSpeed = Double.parseDouble(nextDayMap.get("windSpeed").toString());
+ //������
+ int windScale = Integer.parseInt(nextDayMap.get("windScale").toString());
+ String time = nextDayMap.remove("time").toString();
//������������
hours.add(time.substring(11, 13));
c.setTime(sdf1.parse(time));
@@ -164,35 +169,83 @@
}
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);
+ //������������������
+ List<Map<String, Object>> O3Samples = getSample(hashMap, years);
+ if (O3Samples.size() > 100) {
+ O3Samples = O3Samples.parallelStream()
+ .filter(sample -> Integer.parseInt(sample.get("temp").toString()) >= temp - 1 && Integer.parseInt(sample.get("temp").toString()) <= temp + 1)
+ .collect(Collectors.toList());
+ if (O3Samples.size() > 100) {
+ O3Samples = O3Samples.parallelStream()
+ .filter(sample -> Integer.parseInt(sample.get("pressure").toString()) >= pressure - 5 && Integer.parseInt(sample.get("pressure").toString()) <= pressure + 5)
+ .collect(Collectors.toList());
}
}
+
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, 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������
+ //pm2.5,pm10���������������,������������������������������
+ 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("startTemp", temp - 1);
+ hashMap1.put("endTemp", temp + 1);
+ List<Map<String, Object>> pmSamples = getSample(hashMap1, years);
+ if (pmSamples.size() > 100) {
+ pmSamples = pmSamples.parallelStream()
+ .filter(sample -> Integer.parseInt(sample.get("windScale").toString()) == windScale)
+ .collect(Collectors.toList());
+ if (pmSamples.size() > 100) {
+ pmSamples = pmSamples.parallelStream()
+ .filter(sample -> sample.get("windDir").toString().replace("\"", "").equals(windDir))
+ .collect(Collectors.toList());
+ if (pmSamples.size() > 100) {
+ pmSamples = pmSamples.parallelStream()
+ .filter(sample -> Integer.parseInt(sample.get("pressure").toString()) >= pressure - 5 && Integer.parseInt(sample.get("pressure").toString()) <= pressure + 5)
+ .collect(Collectors.toList());
+ }
+ }
+ }
+ 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) {
@@ -212,13 +265,13 @@
parameters.put("end", c.getTime());
parameters.put("cityCode", cityCode);
weatherMapper.deleteByTime(parameters);
- count = count + weatherMapper.insertForecastWeather(resultList);
+ weatherMapper.insertForecastWeather(resultList);
}
- return count;
+ return state;
}
- private List<String> getSample(Map<String, Object> params, List<Integer> years) {
- List<String> samples = new ArrayList<>();
+ private List<Map<String, Object>> getSample(Map<String, Object> params, List<Integer> years) {
+ List<Map<String, Object>> samples = new ArrayList<>();
if (years.size() > 0) {
for (Integer year : years) {
params.put("timeUnits", year);
@@ -229,28 +282,32 @@
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);
+ double sum = 0.0;
+ for (String v : values) {
+ sum += Double.parseDouble(v);
}
return sum / values.size();
}
- private Map<String, List<String>> getSectionTimes(Map<String, Object> params, List<String> samples, List<Integer> years) throws ParseException {
+ private Map<String, List<String>> getSectionTimes(Map<String, Object> params, List<Map<String, Object>> samples, List<Integer> years) throws ParseException {
Map<String, List<String>> hashMap = new HashMap<>();
//���������15���
List<String> times1 = new ArrayList<>();
@@ -261,46 +318,21 @@
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);
+ for (Map<String, Object> sample : samples) {
+ String time = sample.get("time").toString();
+ Date samTime = sdf.parse(time);
if (samTime.getTime() >= slicedTime1.getTime()) {
- times1.add(sample);
+ times1.add(time);
} else if (samTime.getTime() >= slicedTime2.getTime()) {
- times2.add(sample);
+ times2.add(time);
} else {
- times3.add(sample);
+ times3.add(time);
}
}
+
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;
}
@@ -320,15 +352,15 @@
RestTemplate restTemplate = new RestTemplate();
c.setTime(new Date());
Date endTime = sdf.parse(sdf.format(c.getTime()));
- c.add(Calendar.MONTH, -2);
+ c.add(Calendar.MONTH, -1);
Date startTime = sdf.parse(sdf.format(c.getTime()));
- int count = 0;
+ int state = 200;
List<Map<String, Object>> cityList = weatherMapper.getCityWeatherConfig();
for (Map<String, Object> map : cityList) {
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;
+ if (!dataMap.get("code").equals("200")) {
+ return 500;
}
String json = JSONObject.toJSONString(dataMap);
dataMap = (Map<String, Object>) JSONObject.parse(json);
@@ -486,8 +518,8 @@
sum2 = sum2 + temp * temp;
}
//������
- double cloud = Double.valueOf(listMap.get("cloud").toString().replace("\"", "").split("\\.")[0]);
- if (listMap.get("beam") != null) {
+ if (listMap.get("beam") != null&&listMap.get("cloud") != null) {
+ double cloud = Double.valueOf(listMap.get("cloud").toString().replace("\"", "").split("\\.")[0]);
double beam = Double.valueOf(listMap.get("beam").toString().replace("\"", "").split("\\.")[0]);
cloudSum = cloudSum + cloud;
beamSum = beamSum + beam;
@@ -541,9 +573,9 @@
parameters.put("end", end);
parameters.put("cityCode", cityCode);
weatherMapper.deleteByTime(parameters);
- count = count + weatherMapper.insertForecastWeather(resultList);
+ weatherMapper.insertForecastWeather(resultList);
}
- return count;
+ return state;
}
@Override
@@ -555,12 +587,12 @@
Date now = sdf1.parse(sdf.format(c.getTime()) + ":00:00");
RestTemplate restTemplate = new RestTemplate();
List<Map<String, Object>> cityList = weatherMapper.getCityWeatherConfig();
- int count = 0;
+ int state = 200;
for (Map<String, Object> map : cityList) {
String id = map.get("cityId").toString();
Map<String, Object> dataMap = restTemplate.getForObject("https://api.heweather.net/v7/weather/now?key=da05c6c4852d4f7aa3364a9236ee9e26&gzip=n&location={1}", Map.class, id);
- if (dataMap == null) {
- return count;
+ if (!dataMap.get("code").equals("200")) {
+ return 500;
}
String json = JSONObject.toJSONString(dataMap);
dataMap = (Map<String, Object>) JSONObject.parse(json);
@@ -586,7 +618,8 @@
resultList.add(resultMap);
}
weatherMapper.deleteRealWeather(sdf1.format(now));
- return weatherMapper.insertRealWeather(resultList);
+ weatherMapper.insertRealWeather(resultList);
+ return state;
}
private int getWindScale(Double windSpeed) {
@@ -613,7 +646,7 @@
windScale = 10;
} else if (windSpeed <= 32.6) {
windScale = 11;
- }else if (windSpeed <= 36.9) {
+ } else if (windSpeed <= 36.9) {
windScale = 12;
}
return windScale;
--
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