package com.moral.api.service.impl;
|
|
import com.alibaba.fastjson.JSONObject;
|
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
|
import com.moral.api.entity.HistoryDaily;
|
import com.moral.api.entity.HistoryHourly;
|
import com.moral.api.entity.Sensor;
|
import com.moral.api.mapper.HistoryDailyMapper;
|
import com.moral.api.service.HistoryDailyService;
|
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
|
import com.moral.api.service.HistoryHourlyService;
|
import com.moral.api.service.SensorService;
|
import com.moral.constant.Constants;
|
import com.moral.util.AmendUtils;
|
import com.moral.util.DateUtils;
|
|
import org.springframework.beans.factory.annotation.Autowired;
|
import org.springframework.stereotype.Service;
|
import org.springframework.transaction.annotation.Transactional;
|
import org.springframework.util.ObjectUtils;
|
|
import java.util.ArrayList;
|
import java.util.Date;
|
import java.util.HashMap;
|
import java.util.List;
|
import java.util.Map;
|
import java.util.OptionalDouble;
|
import java.util.stream.Collectors;
|
import java.util.stream.DoubleStream;
|
|
/**
|
* <p>
|
* 服务实现类
|
* </p>
|
*
|
* @author moral
|
* @since 2021-06-11
|
*/
|
@Service
|
public class HistoryDailyServiceImpl extends ServiceImpl<HistoryDailyMapper, HistoryDaily> implements HistoryDailyService {
|
|
@Autowired
|
private HistoryDailyMapper historyDailyMapper;
|
|
@Autowired
|
private SensorService sensorService;
|
|
@Autowired
|
private HistoryHourlyService historyHourlyService;
|
|
@Override
|
@Transactional
|
public void insertHistoryDaily() {
|
String format = DateUtils.yyyy_MM_dd_EN;
|
Date now = new Date();
|
//开始时间，昨日
|
Date start = DateUtils.dataToTimeStampTime(DateUtils.getDateOfDay(now, -1), format);
|
//结束时间，今日
|
Date end = DateUtils.dataToTimeStampTime(now, format);
|
//因子
|
QueryWrapper<Sensor> sensorQueryWrapper = new QueryWrapper<>();
|
sensorQueryWrapper.select("code").eq("is_delete", Constants.NOT_DELETE);
|
List<Object> sensorCodes = sensorService.listObjs(sensorQueryWrapper);
|
|
//获取所有设备小时数据
|
QueryWrapper<HistoryHourly> historyHourlyQueryWrapper = new QueryWrapper<>();
|
historyHourlyQueryWrapper.ge("time", DateUtils.dateToDateString(start)).le("time", DateUtils.dateToDateString(end));
|
List<Map<String, Object>> dailyData = historyHourlyService.listMaps(historyHourlyQueryWrapper);
|
if (dailyData.size() == 0) {
|
return;
|
}
|
|
//按mac分组
|
Map<String, List<Map<String, Object>>> data = dailyData.parallelStream().collect(Collectors.groupingBy(o -> (String) o.get("mac")));
|
|
//存入数据库的结果集
|
List<Map<String, Object>> insertData = new ArrayList<>();
|
|
data.forEach((key, value) -> {
|
Map<String, Object> dataMap = new HashMap<>();
|
Map<String, Object> jsonMap = new HashMap<>();
|
dataMap.put("mac", key);
|
dataMap.put("time", start);
|
|
//中间变量，用于计算除臭氧外其它因子
|
List<Map<String, Object>> tempValue = new ArrayList<>(value);
|
|
value.removeIf(map -> ((Date) map.get("time")).getTime() == start.getTime());
|
//臭氧8小时滑动平均值计算并修约
|
Object o3AvgOfDay = AmendUtils.getO3AvgOfDay(value);
|
if (o3AvgOfDay != null) {
|
jsonMap.put(Constants.SENSOR_CODE_O3, o3AvgOfDay);
|
}
|
//除臭氧外其他因子均值计算
|
tempValue.removeIf(map -> ((Date) map.get("time")).getTime() == end.getTime());
|
|
//风向均值计算并修约
|
Object windDirAvg = AmendUtils.getWindDirAvg(value);
|
if (windDirAvg != null) {
|
jsonMap.put(Constants.SENSOR_CODE_WIND_DIR, windDirAvg);
|
}
|
|
sensorCodes.forEach(sensorCode -> {
|
OptionalDouble optionalDouble = tempValue.parallelStream()
|
.flatMapToDouble(v -> {
|
Map<String, Object> dataValue = JSONObject.parseObject((String) v.get("value"), Map.class);
|
Object sensorValue = dataValue.get(sensorCode.toString());
|
if (ObjectUtils.isEmpty(sensorValue)) {
|
return null;
|
}
|
if (sensorCode.equals(Constants.SENSOR_CODE_O3)) {
|
return null;
|
}
|
return DoubleStream.of(Double.parseDouble(sensorValue.toString()));
|
}).average();
|
if (optionalDouble.isPresent()) {
|
//银行家算法修约
|
double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 4);
|
jsonMap.put(sensorCode.toString(), sciCal);
|
}
|
});
|
dataMap.put("value", JSONObject.toJSONString(jsonMap));
|
insertData.add(dataMap);
|
});
|
|
//存入数据库
|
historyDailyMapper.insertHistoryDaily(insertData);
|
}
|
}
|
