iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/impl/PredictItemNormalHandlerImpl.java

@@ -1,9 +1,8 @@
package com.iailab.module.model.mdk.predict.impl;

import com.iailab.framework.common.util.collection.CollectionUtils;
import com.iailab.module.model.mcs.pre.entity.MmPredictModelEntity;
import com.iailab.module.model.mcs.pre.enums.ItemRunStatusEnum;
import com.iailab.module.model.mcs.pre.service.MmPredictModelService;
import com.iailab.module.model.mdk.common.enums.ItemPredictStatus;
import com.iailab.module.model.mdk.common.exceptions.ItemInvokeException;
import com.iailab.module.model.mdk.common.exceptions.ModelInvokeException;
import com.iailab.module.model.mdk.predict.PredictItemHandler;
@@ -13,12 +12,9 @@
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.sql.Timestamp;
import java.text.MessageFormat;
import java.util.ArrayList;
import java.util.Calendar;
import java.util.Date;
import java.util.List;
import java.util.Map;

/**
 * @author PanZhibao
@@ -34,38 +30,30 @@
    @Autowired
    private PredictModelHandler predictModelHandler;

    /**
     * NormalItem预测
     *
     * @param predictTime
     * @param predictItemDto
     * @return
     * @throws ItemInvokeException
     */
    @Override
    public PredictResultVO predict(Date predictTime, ItemVO predictItemDto)
            throws ItemInvokeException{
        String itemId = predictItemDto.getId();
        PredictResultVO finalResult = new PredictResultVO();
    public PredictResultVO predict(Date predictTime, ItemVO predictItemDto, Map<String, double[]> predictValueMap, ItemRunStatusEnum itemRunStatusEnum) throws ItemInvokeException {
        PredictResultVO predictResult = new PredictResultVO();
        List<PredictResultVO> predictResultList = new ArrayList<>();
        String itemId = predictItemDto.getId();
        try {
            // 获取预测项模型
            List<MmPredictModelEntity> predictModelList = mmPredictModelService.getActiveModelByItemId(itemId);
            if (CollectionUtils.isAnyEmpty(predictModelList)) {
            MmPredictModelEntity predictModel = mmPredictModelService.getActiveModelByItemId(itemId);
            if (predictModel == null) {
                throw new ModelInvokeException(MessageFormat.format("{0},itemId={1}",
                        ModelInvokeException.errorGetModelEntity, itemId));
            }
            for (MmPredictModelEntity predictModel : predictModelList) {
                predictResult = predictModelHandler.predictByModel(predictTime, predictModel);
                predictResult.setPredictId(itemId);
                predictResultList.add(predictResult);
            }
            /*Calendar calendar = Calendar.getInstance();
            calendar.setTime(predictTime);
            calendar.add(Calendar.MINUTE, predictResult.getPredictMatrix().length - 1);
            Timestamp endTime = new Timestamp(calendar.getTime().getTime());*/
            finalResult = predictResultList.get(0);

            predictResult = predictModelHandler.predictByModel(predictTime, predictModel,predictItemDto.getItemName(),itemRunStatusEnum);
            predictResult.setPredictId(itemId);
        } catch (Exception ex) {
            ex.printStackTrace();
            //预测项预测失败的状态
            throw new ItemInvokeException(MessageFormat.format("{0},itemId={1}",
                    ItemInvokeException.errorItemFailed, itemId));
        }

        return finalResult;
        return predictResult;
    }
}