iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java

@@ -1,13 +1,16 @@
package com.iailab.module.model.mdk.sample;

import com.iailab.module.data.api.ind.IndItemApi;
import com.iailab.module.data.api.ind.dto.ApiIndItemDTO;
import com.iailab.module.data.api.plan.PlanItemApi;
import com.iailab.module.data.api.plan.dto.ApiPlanItemDTO;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.data.api.point.dto.ApiPointDTO;
import com.iailab.module.data.enums.DataPointFreqEnum;
import com.iailab.module.data.enums.TimeGranularityEnum;
import com.iailab.module.data.enums.TimeGranularitySecEnum;
import com.iailab.module.model.mcs.pre.service.MmPredictItemService;
import com.iailab.module.model.mdk.common.enums.ModelParamType;
import com.iailab.module.model.mdk.factory.ItemEntityFactory;
import com.iailab.module.model.mdk.sample.dto.ColumnItem;
import com.iailab.module.model.mdk.sample.dto.ColumnItemPort;
import com.iailab.module.model.mdk.sample.dto.SampleInfo;
@@ -16,6 +19,7 @@
import java.util.Calendar;
import java.util.Date;
import java.util.List;
import java.util.Map;

/**
 * @author PanZhibao
@@ -28,10 +32,13 @@
    private DataPointApi dataPointApi;

    @Autowired
    private ItemEntityFactory itemEntityFactory;
    private PlanItemApi planItemApi;

    @Autowired
    private PlanItemApi planItemApi;
    private IndItemApi indItemApi;

    @Autowired
    private MmPredictItemService mmPredictItemService;

    /**
     * prepareSampleInfo
@@ -40,14 +47,14 @@
     * @param predictTime
     * @return
     */
    public SampleInfo prepareSampleInfo(String modelId, Date predictTime) {
    protected SampleInfo prepareSampleInfo(String modelId, Date predictTime) {
        SampleInfo sampleInfo = new SampleInfo();
        //调用样本列数的方法
        sampleInfo.setSampleColumn(getSampleColumn(modelId));
//        sampleInfo.setSampleColumn(getSampleColumn(modelId));
        //样本的列信息
        sampleInfo.setColumnInfo(getColumnInfo(modelId, predictTime));
        //样本的采样周期
        sampleInfo.setSampleCycle(getSampleCycle(modelId));
//        sampleInfo.setSampleCycle(getSampleCycle(modelId));
        return sampleInfo;
    }

@@ -59,6 +66,24 @@
     */
    protected abstract Integer getSampleColumn(String modelId);


    /**
     * 样本的列信息
     *
     * @param modelId
     * @param predictTime
     * @return
     */
    protected abstract List<ColumnItemPort> getColumnInfo(String modelId, Date predictTime);

    /**
     * 样本的采样周期
     *
     * @param modelId
     * @return
     */
    protected abstract Integer getSampleCycle(String modelId);

    /**
     * 获取开始时间
     *
@@ -67,19 +92,20 @@
     * @return
     * @throws Exception
     */
    protected Date getStartTime(ColumnItem columnItem, Date originalTime) {
    protected Date getStartTime(ColumnItem columnItem, Date originalTime, Map<String, ApiPointDTO> pointMap) {
        Date dateTime = new Date();
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(originalTime);
        switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
            case DATAPOINT:
                ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId());
                ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId());
                if (dataPoint == null) {
                    return null;
                }
                dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue());
                break;
            case PREDICTITEM:
            case NORMALITEM:
            case MERGEITEM:
                dateTime = calendar.getTime();
                break;
            case IND:
@@ -102,20 +128,21 @@
     * @return
     * @throws Exception
     */
    protected Date getEndTime(ColumnItem columnItem, Date originalTime) {
    protected Date getEndTime(ColumnItem columnItem, Date originalTime,Map<String, ApiPointDTO> pointMap) {
        Date dateTime = new Date();
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(originalTime);
        switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
            case DATAPOINT:
                ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId());
                ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId());
                if (dataPoint == null) {
                    return null;
                }
                calendar.add(Calendar.SECOND, DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue() * -1);
                dateTime = calendar.getTime();
                break;
            case PREDICTITEM:
                dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60);
            case NORMALITEM:
            case MERGEITEM:
                dateTime = calendar.getTime();
                break;
            case IND:
                dateTime = calendar.getTime();
@@ -142,43 +169,32 @@
     * @throws Exception
     */
    protected Integer getGranularity(ColumnItem columnItem) {
        // 默认60s
        Integer granularity = 60;
        switch (columnItem.getParamType()) {
            case "DATAPOINT":
        switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
            case DATAPOINT:
                ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId());
                granularity = DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue();
                break;
            case "PREDICTITEM":
                granularity = itemEntityFactory.getItemById(columnItem.getParamId()).getGranularity();
            case NORMALITEM:
                granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity();
                break;
            case "IND-HIS":
                granularity = 60;
            case MERGEITEM:
                granularity = mmPredictItemService.getItemByIdFromCache(columnItem.getParamId()).getGranularity();
                break;
            case "IND-PLAN":
                granularity = 60;
            case IND:
                ApiIndItemDTO indItemDTO = indItemApi.getInfoById(columnItem.getParamId());
                granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();;
                break;
            case PLAN:
                ApiPlanItemDTO apiPlanItemDTO = planItemApi.getInfoById(columnItem.getParamId());
                granularity = TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue();
                break;
            default:
                break;
        }
        return granularity;
    }

    /**
     * 样本的列信息
     *
     * @param modelId
     * @param predictTime
     * @return
     */
    protected abstract List<ColumnItemPort> getColumnInfo(String modelId, Date predictTime);

    /**
     * 样本的采样周期
     *
     * @param modelId
     * @return
     */
    protected abstract Integer getSampleCycle(String modelId);

    /**
     * 计算取值的时间