package com.moral.api.util; import lombok.extern.slf4j.Slf4j; import org.springframework.stereotype.Component; import org.springframework.util.ObjectUtils; import org.springframework.util.StringUtils; import java.util.Date; import java.util.HashMap; import java.util.List; import java.util.Map; 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 * @return Map 校准后数据 * */ public Map adjust(Map deviceData, Map adjustFormula, Map aqiMap) { try { Date time = DateUtils.getDate((String) deviceData.get("DataTime"), DateUtils.yyyyMMddHHmmss_EN); long finalTime = DateUtils.dataToTimeStampTime(time, DateUtils.HH_mm_ss_EN).getTime(); for (String key : deviceData.keySet()) { if (!key.equals("mac") && !key.equals("time") && !key.equals("DataTime") && !key.equals("ver") && !key.contains("Flag")) { //测量值 Object measuredValue = deviceData.get(key); //单个因子校准公式 List sensorFormulas = (List) adjustFormula.get(key); if (ObjectUtils.isEmpty(sensorFormulas)) { deviceData.put(key, measuredValue); continue; } //根据时间段筛选校准公式 DeviceAdjustValue deviceAdjustValue = sensorFormulas.stream() .filter(o -> o.getStartTime().getTime() <= finalTime && o.getEndTime().getTime() > finalTime) .findFirst().get(); String formula = deviceAdjustValue.getValue(); if (StringUtils.isEmpty(formula)) { deviceData.put(key, measuredValue); continue; } Expression expression = AviatorEvaluator.compile(formula); Map env = new HashMap<>(); if (formula.contains("aqi")) { Object aqiValue = null; if (aqiMap != null) { aqiValue = aqiMap.get(key); } env.put("aqi", ObjectUtils.isEmpty(aqiValue) ? 0F : Float.parseFloat((String) aqiValue)); } if (formula.contains("vocs")) { Object vocsValue = ObjectUtils.isEmpty(deviceData.get(Constants.SENSOR_CODE_VOCS)) ? 0F : deviceData.get(Constants.SENSOR_CODE_VOCS); env.put("vocs", vocsValue); } if (formula.contains("cel")) { env.put("cel", Float.parseFloat((String) measuredValue)); } //校准 measuredValue = expression.execute(env); //温度处理 if (!Constants.SENSOR_CODE_TEMP.equals(measuredValue) && Float.parseFloat(measuredValue.toString()) < 0) { measuredValue = 0F; } deviceData.put(key, Double.parseDouble(String.format("%.4f", measuredValue))); } } } catch (Exception e) { log.error("param[0] deviceData:" + JSON.toJSONString(deviceData)); log.error(e.getMessage()); } return deviceData; } }