| | |
| | | package com.moral.api.utils; |
| | | |
| | | import com.alibaba.fastjson.JSON; |
| | | import com.googlecode.aviator.AviatorEvaluator; |
| | | import com.googlecode.aviator.Expression; |
| | | import com.moral.api.entity.DeviceAdjustValue; |
| | | import com.moral.constant.Constants; |
| | | import com.moral.util.DateUtils; |
| | | import com.alibaba.fastjson.JSONObject; |
| | | import com.moral.constant.SensorContrasts; |
| | | import lombok.extern.slf4j.Slf4j; |
| | | import org.springframework.stereotype.Component; |
| | | import org.springframework.util.ObjectUtils; |
| | |
| | | |
| | | import java.util.Date; |
| | | import java.util.HashMap; |
| | | import java.util.Iterator; |
| | | import java.util.List; |
| | | import java.util.Map; |
| | | import java.util.Optional; |
| | | import java.util.Set; |
| | | |
| | | import com.alibaba.fastjson.JSON; |
| | | import com.googlecode.aviator.AviatorEvaluator; |
| | | import com.googlecode.aviator.Expression; |
| | | import com.moral.api.entity.DeviceAdjustValue; |
| | | import com.moral.constant.Constants; |
| | | import com.moral.util.DateUtils; |
| | | |
| | | @Slf4j |
| | | @Component |
| | | public class AdjustDataUtils { |
| | | /** |
| | | * @param deviceData 设备数据 |
| | | * @param adjustFormula 校准公式 |
| | | * @param aqiMap 设备所在地区对应的墨迹aqi数据 |
| | | * @param deviceData 设备数据 |
| | | * @param adjustFormula 校准公式,包含所有因子校准公式,key为因子code,value为校准公式(各个时间段的公式List) |
| | | * @param aqiMap 与设备绑定的国控站点aqi数据 |
| | | * @return Map<String, Object> 校准后数据 |
| | | * */ |
| | | public Map<String, Object> adjust(Map<String, Object> deviceData, Map<String, Object> adjustFormula, Map<String, Object> aqiMap) { |
| | | */ |
| | | public static Map<String, Object> adjust(Map<String, Object> deviceData, Map<String, Object> adjustFormula, Map<String, Object> aqiMap) { |
| | | try { |
| | | Date time = DateUtils.getDate((String) deviceData.get("DataTime"), DateUtils.yyyyMMddHHmmss_EN); |
| | | Date time = DateUtils.getDate((String) deviceData.remove("DataTime"), DateUtils.yyyyMMddHHmmss_EN); |
| | | long finalTime = DateUtils.dataToTimeStampTime(time, DateUtils.HH_mm_ss_EN).getTime(); |
| | | |
| | | //先校准烟气流速,再用流速校准烟气流量 |
| | | if (deviceData.get(Constants.SENSOR_CODE_CURRENT_SPEED) != null) { |
| | | deviceData = adjustFlueSpeedAndFlow(deviceData, adjustFormula); |
| | | } |
| | | |
| | | //硬件没有的传感器,但是需要显示的 |
| | | Set<String> dateKey = deviceData.keySet(); |
| | | for (String adjustKey : adjustFormula.keySet()) { |
| | | if (!dateKey.contains(adjustKey)) { |
| | | deviceData.put(adjustKey, "0"); |
| | | } |
| | | } |
| | | |
| | | for (String key : deviceData.keySet()) { |
| | | if (!key.equals("mac") && !key.equals("time") && !key.equals("DataTime") && !key.equals("ver") && !key.contains("Flag")) { |
| | | if (!key.contains("Flag")) { |
| | | //测量值 |
| | | Object measuredValue = deviceData.get(key); |
| | | //单个因子校准公式 |
| | |
| | | deviceData.put(key, measuredValue); |
| | | continue; |
| | | } |
| | | |
| | | //根据时间段筛选校准公式 |
| | | DeviceAdjustValue deviceAdjustValue = sensorFormulas.stream() |
| | | DeviceAdjustValue deviceAdjustValue = new DeviceAdjustValue(); |
| | | Optional<DeviceAdjustValue> optional = sensorFormulas.stream() |
| | | .filter(o -> o.getStartTime().getTime() <= finalTime && o.getEndTime().getTime() > finalTime) |
| | | .findFirst().get(); |
| | | .findFirst(); |
| | | if (optional.isPresent()) { |
| | | deviceAdjustValue = optional.get(); |
| | | } |
| | | String formula = deviceAdjustValue.getValue(); |
| | | if (StringUtils.isEmpty(formula)) { |
| | | deviceData.put(key, measuredValue); |
| | |
| | | if (formula.contains("aqi")) { |
| | | Object aqiValue = null; |
| | | if (aqiMap != null) { |
| | | //String jsonStr = JsonUtil.readJsonFile("classpath:SensorContrast.json"); |
| | | // String jsonStr = JsonUtil.testReadFile("SensorContrast.json"); |
| | | // JSONObject result = JSONObject.parseObject(jsonStr); |
| | | // aqiValue = aqiMap.get(result.get(key)); |
| | | // aqiValue = aqiMap.get(SensorContrasts.sensorContrastMap.get(key)); |
| | | aqiValue = aqiMap.get(key); |
| | | } |
| | | env.put("aqi", ObjectUtils.isEmpty(aqiValue) ? 0F : Float.parseFloat((String) aqiValue)); |
| | | env.put("aqi", ObjectUtils.isEmpty(aqiValue) ? 0F : Float.parseFloat(String.valueOf(aqiValue))); |
| | | } |
| | | if (formula.contains("vocs")) { |
| | | Object vocsValue = ObjectUtils.isEmpty(deviceData.get(Constants.SENSOR_CODE_VOCS)) ? 0F : deviceData.get(Constants.SENSOR_CODE_VOCS); |
| | |
| | | } |
| | | } catch (Exception e) { |
| | | log.error("param[0] deviceData:" + JSON.toJSONString(deviceData)); |
| | | log.error(e.getMessage()); |
| | | } |
| | | return deviceData; |
| | | } |
| | | |
| | | /** |
| | | * 烟道流速,烟道流量校准 |
| | | * |
| | | * @param deviceData 数据,其中包含各传感器值,和数据时间(用于不同时间段不同校准公式校准) |
| | | * @param adjustFormula 该数据所属设备所有因子的校准公式,key为因子code |
| | | */ |
| | | public static Map<String, Object> adjustFlueSpeedAndFlow(Map<String, Object> deviceData, Map<String, Object> adjustFormula) { |
| | | Date time = DateUtils.getDate((String) deviceData.remove("DataTime"), DateUtils.yyyyMMddHHmmss_EN); |
| | | long finalTime = DateUtils.dataToTimeStampTime(time, DateUtils.HH_mm_ss_EN).getTime(); |
| | | //流速测量值 |
| | | Object measuredValue = deviceData.get(Constants.SENSOR_CODE_CURRENT_SPEED); |
| | | |
| | | |
| | | //流速校准 |
| | | List<DeviceAdjustValue> speedFormulas = (List<DeviceAdjustValue>) adjustFormula.get(Constants.SENSOR_CODE_CURRENT_SPEED); |
| | | if (!ObjectUtils.isEmpty(speedFormulas)) { |
| | | //根据时间段筛选校准公式 |
| | | DeviceAdjustValue deviceAdjustValue = new DeviceAdjustValue(); |
| | | Optional<DeviceAdjustValue> optional = speedFormulas.stream() |
| | | .filter(o -> o.getStartTime().getTime() <= finalTime && o.getEndTime().getTime() > finalTime) |
| | | .findFirst(); |
| | | if (optional.isPresent()) { |
| | | deviceAdjustValue = optional.get(); |
| | | } |
| | | |
| | | String formula = deviceAdjustValue.getValue(); |
| | | if (!StringUtils.isEmpty(formula)) { |
| | | |
| | | Expression expression = AviatorEvaluator.compile(formula); |
| | | Map<String, Object> env = new HashMap<>(); |
| | | env.put("cel", Float.parseFloat((String) measuredValue)); |
| | | //校准 |
| | | measuredValue = expression.execute(env); |
| | | deviceData.put(Constants.SENSOR_CODE_CURRENT_SPEED, Double.parseDouble(String.format("%.4f", measuredValue))); |
| | | } |
| | | |
| | | |
| | | //流量校准 |
| | | List<DeviceAdjustValue> flowFormulas = (List<DeviceAdjustValue>) adjustFormula.get(Constants.SENSOR_CODE_CURRENT_FLOW); |
| | | //根据时间段筛选校准公式 |
| | | optional = flowFormulas.stream() |
| | | .filter(o -> o.getStartTime().getTime() <= finalTime && o.getEndTime().getTime() > finalTime) |
| | | .findFirst(); |
| | | if (optional.isPresent()) { |
| | | deviceAdjustValue = optional.get(); |
| | | } |
| | | |
| | | formula = deviceAdjustValue.getValue(); |
| | | if (!StringUtils.isEmpty(formula)) { |
| | | Expression expression = AviatorEvaluator.compile(formula); |
| | | Map<String, Object> env = new HashMap<>(); |
| | | String currentSpeed = deviceData.get(Constants.SENSOR_CODE_CURRENT_SPEED).toString(); |
| | | env.put("currentSpeed", Float.parseFloat(currentSpeed)); |
| | | deviceData.put(Constants.SENSOR_CODE_CURRENT_FLOW, Double.parseDouble(String.format("%.4f", expression.execute(env)))); |
| | | } |
| | | } |
| | | return deviceData; |
| | | } |