package com.iailab.module.model.mdk.predict; import com.iailab.module.model.mcs.pre.enums.ItemRunStatusEnum; import com.iailab.module.model.mcs.pre.enums.ItemStatus; import com.iailab.module.model.mcs.pre.service.MmItemStatusService; import com.iailab.module.model.mdk.factory.PredictItemFactory; import com.iailab.module.model.mdk.vo.ItemVO; import com.iailab.module.model.mdk.vo.PredictResultVO; import lombok.extern.slf4j.Slf4j; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.stereotype.Component; import java.text.MessageFormat; import java.time.Duration; import java.time.Instant; import java.util.Date; import java.util.HashMap; import java.util.List; import java.util.Map; /** * @author PanZhibao * @Description * @createTime 2024年08月30日 */ @Slf4j @Component public class PredictModuleHandler { @Autowired private PredictItemFactory predictItemFactory; @Autowired private PredictResultHandler predictResultHandler; @Autowired private MmItemStatusService mmItemStatusService; /** * 预测处理 * * @param predictItemList * @param predictTime * @param intervalTime * @return */ public Map predict(List predictItemList, Date predictTime, int intervalTime) { Map result = new HashMap<>(); PredictResultVO predictResult = new PredictResultVO(); for (ItemVO predictItem : predictItemList) { if (!predictItem.getStatus().equals(ItemStatus.STATUS1.getCode())) { continue; } Long totalDur = 0L; try { mmItemStatusService.recordStatus(predictItem.getId(), ItemRunStatusEnum.PROCESSING, totalDur, predictTime); PredictItemHandler predictItemHandler = predictItemFactory.create(predictItem.getId()); Instant start = Instant.now(); try { // 预测项开始预测 predictResult = predictItemHandler.predict(predictTime, predictItem); } catch (Exception e) { e.printStackTrace(); log.error(String.valueOf(e)); mmItemStatusService.recordStatus(predictItem.getId(), ItemRunStatusEnum.FAIL, totalDur, predictTime); continue; } Instant end = Instant.now(); Long drtPre = Duration.between(start, end).getSeconds(); log.info(MessageFormat.format("预测项:{0},预测时间:{1}秒", predictItem.getItemName(), drtPre)); totalDur = totalDur + drtPre; predictResult.setGranularity(predictItem.getGranularity()); predictResult.setT(intervalTime); predictResult.setSaveIndex(predictItem.getSaveIndex()); predictResult.setLt(1); // 保存预测结果 predictResultHandler.savePredictResult(predictResult); Instant endSave = Instant.now(); Long drtSave = Duration.between(end, endSave).getSeconds(); log.info(MessageFormat.format("预测项:{0},保存时间:{1}秒", predictItem.getItemName(), drtSave)); totalDur = totalDur + drtSave; mmItemStatusService.recordStatus(predictItem.getId(), ItemRunStatusEnum.SUCCESS, totalDur, predictTime); result.put(predictItem.getItemNo(), predictResult); } catch (Exception e) { e.printStackTrace(); log.error(MessageFormat.format("预测项编号:{0},预测项名称:{1},预测失败:{2} 预测时刻:{3}", predictItem.getId(), predictItem.getItemName(), e.getMessage(), predictTime)); mmItemStatusService.recordStatus(predictItem.getId(), ItemRunStatusEnum.FAIL, totalDur, predictTime); } } return result; } }