chore:海城小时数据统计

jinpengyong

2023-08-25 fc2f0441c38a86fc5933b91fdbb3a6705f9b24c3

 screen-job/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java

@@ -5,8 +5,10 @@
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.moral.api.config.mybatis.MybatisPlusConfig;
import com.moral.api.config.rest.Crc16Utils;
import com.moral.api.entity.Device;
import com.moral.api.entity.HistoryHourly;
import com.moral.api.entity.Sensor;
import com.moral.api.mapper.DeviceMapper;
import com.moral.api.mapper.HistoryHourlyMapper;
import com.moral.api.mapper.HistoryMinutelyMapper;
import com.moral.api.service.HistoryHourlyService;
@@ -58,6 +60,9 @@
    private String dateChangShu;
    @Autowired
    private HistoryHourlyMapper historyHourlyMapper;

    @Autowired
    private DeviceMapper deviceMapper;

    @Autowired
    private RedisTemplate redisTemplate;
@@ -239,6 +244,7 @@

        //存入小时表
        historyHourlyMapper.insertHistoryHourly(insertData);

    }

    @Override
@@ -461,6 +467,158 @@
        log.info("发送完成");
    }

    /**
     * 计算海城市的小时数据
     */
    @Override
    public void dateInsertHistoryHourlyAvg() {
        QueryWrapper<Device> wrapper = new QueryWrapper<>();
        wrapper.select("mac");
        wrapper.eq("organization_id",71);
        wrapper.eq("is_delete",Constants.NOT_DELETE);
        List<Device> devices = deviceMapper.selectList(wrapper);
        ArrayList<String> macs = new ArrayList<>();
        for (Device device : devices) {
            macs.add(device.getMac());
        }
        //时间格式化：yyyy-MM-dd HH:mm
        String format = DateUtils.yyyy_MM_dd_HH_EN;
        Date now = new Date();

        //从数据库获取数据参数
        Map<String, Object> params = new HashMap<>();
        //开始时间
        Date start = DateUtils.dataToTimeStampTime(DateUtils.addHours(now, -1), format);
        //结束时间
        Date end = DateUtils.dataToTimeStampTime(now, format);
//        String start1= "2023-08-18 03:00:00";
//        String end1 = "2023-08-18 04:00:00";
//        Date date1 = DateUtils.getDate(start1, DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
//        Date date2 = DateUtils.getDate(end1, DateUtils.yyyy_MM_dd_HH_mm_ss_EN);

        params.put("start", start);
        params.put("end", end);
        params.put("macs",macs);
        //获取数据的分钟表后缀
        String timeUnits = DateUtils.dateToDateString(start, DateUtils.yyyyMM_EN);
        params.put("timeUnits", timeUnits);

        //因子
        QueryWrapper<Sensor> sensorQueryWrapper = new QueryWrapper<>();
        sensorQueryWrapper.select("code", "lower", "upper").eq("is_delete", Constants.NOT_DELETE);
        List<Sensor> sensors = sensorService.list(sensorQueryWrapper);
        // 获取海城设备的一小时内分钟的数据
        List<Map<String, Object>> hourlyData = historyMinutelyMapper.getHistoryMinutelyData(params);
        if (ObjectUtils.isEmpty(hourlyData)) {
            return;
        }
        //按mac分组
        Map<String, List<Map<String, Object>>> data = hourlyData.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> historyHourly = new HashMap<>();
            historyHourly.put("mac", key);
            historyHourly.put("time",start);

            Map<String, Object> jsonMap = new HashMap<>();
            Map<String, Object> map = new HashMap<>();
            map.put("data", value);
            map.put("type", "hour");

            for (Sensor sensor : sensors) {
                String sensorCode = sensor.getCode();

                //风向上下限
                if (sensorCode.equals(Constants.SENSOR_CODE_WIND_DIR)) {
                    if (sensor.getUpper() != null) {
                        map.put("windDirUpper", sensor.getUpper());
                    }
                    if (sensor.getLower() != null) {
                        map.put("windDirLower", sensor.getLower());
                    }
                }

                //风速上下限
                if (sensorCode.equals(Constants.SENSOR_CODE_WIND_SPEED)) {
                    if (sensor.getUpper() != null) {
                        map.put("windSpeedUpper", sensor.getUpper());
                    }
                    if (sensor.getLower() != null) {
                        map.put("windSpeedLower", sensor.getLower());
                    }
                }
            }

            //风向均值计算并修约
            Map<String, Object> windDirAvg = AmendUtils.getWindDirAvg(map);
            if (!ObjectUtils.isEmpty(windDirAvg)) {
                jsonMap.putAll(windDirAvg);
            }

            //除风向外其他因子均值计算
            sensors.forEach(sensor -> {
                String sensorCode = sensor.getCode();
                Double upper = sensor.getUpper();
                Double lower = sensor.getLower();
                AtomicInteger size = new AtomicInteger();
                DoubleStream optionalDouble = value.parallelStream()
                        .flatMapToDouble(v -> {
                            Map<String, Object> dataValue = JSONObject.parseObject((String) v.get("value"), Map.class);
                            Object sensorValue = dataValue.get(sensorCode);
                            //数据有效性标记位
                            Object flag = dataValue.get(sensorCode + "-" + Constants.MARKER_BIT_KEY);
                            if (!Constants.MARKER_BIT_TRUE.equals(flag)) {
                                return null;
                            }

                            if (ObjectUtils.isEmpty(sensorValue)) {
                                return null;
                            }

                            //风向单独计算
                            if (Constants.SENSOR_CODE_WIND_DIR.equals(sensorCode)) {
                                return null;
                            }

                            //剔除数据超过上下限的数据
                            double aDouble = Double.parseDouble(sensorValue.toString());
                            if (!ObjectUtils.isEmpty(upper)) {
                                if (aDouble < upper) {
                                    return null;
                                }
                            }
                            if (!ObjectUtils.isEmpty(lower)) {
                                if (aDouble > lower) {
                                    return null;
                                }
                            }
                            size.getAndIncrement();
                            return DoubleStream.of(aDouble);
                        });
                OptionalDouble average = optionalDouble.average();
                if (average.isPresent()) {
                    //银行家算法修约
                    double sciCal = AmendUtils.sciCal(average.getAsDouble(), 4);
                    jsonMap.put(sensorCode, sciCal);
                    //标志位
                    if (size.get() >= 45) {
                        jsonMap.put(sensorCode + "-" + Constants.MARKER_BIT_KEY, Constants.MARKER_BIT_TRUE);
                    } else {
                        jsonMap.put(sensorCode + "-" + Constants.MARKER_BIT_KEY, Constants.MARKER_BIT_FALSE);
                    }
                }
            });
            historyHourly.put("version", value.get(0).get("version"));
            historyHourly.put("value", JSONObject.toJSONString(jsonMap));
            insertData.add(historyHourly);
        });
        //存入数据库
       historyHourlyMapper.insertHistoryHourlyAvg(insertData,timeUnits);

    }

    private String strList(String startTime,String mn,String msg){
        String qn = "QN="+ startTime + "001;ST=22;CN=2061;PW=123456;MN="+mn.toUpperCase()+";CP=&&DataTime="+startTime+";";
        Map<String, Object> data = JSON.parseObject(msg, Map.class);