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

@@ -1,16 +1,21 @@
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.DataPointFreq;
import com.iailab.module.model.mdk.factory.ItemEntityFactory;
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.sample.dto.ColumnItem;
import com.iailab.module.model.mdk.sample.dto.ColumnItemPort;
import com.iailab.module.model.mdk.sample.dto.SampleInfo;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.sql.Timestamp;
import java.util.Calendar;
import java.util.Date;
import java.util.List;
@@ -26,7 +31,13 @@
    private DataPointApi dataPointApi;

    @Autowired
    private ItemEntityFactory itemEntityFactory;
    private PlanItemApi planItemApi;

    @Autowired
    private IndItemApi indItemApi;

    @Autowired
    private MmPredictItemService mmPredictItemService;

    /**
     * prepareSampleInfo
@@ -35,14 +46,14 @@
     * @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;
    }

@@ -53,6 +64,24 @@
     * @return
     */
    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
@@ -66,21 +95,22 @@
        Date dateTime = new Date();
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(originalTime);
        switch (columnItem.getParamType()) {
            case "DATAPOINT":
                ApiPointDTO dataPoint = dataPointApi.getPointById(columnItem.getParamId());
        switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
            case DATAPOINT:
                ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId());
                if (dataPoint == null) {
                    return null;
                }
                dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreq.getEumByCode(dataPoint.getMinfreqid()).getValue());
                dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue());
                break;
            case "PREDICTITEM":
            case NORMALITEM:
            case MERGEITEM:
                dateTime = calendar.getTime();
                break;
            case "IND-HIS":
            case IND:
                dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), 60);
                break;
            case "IND-PLAN":
            case PLAN:
                dateTime = calendar.getTime();
                break;
            default:
@@ -101,22 +131,28 @@
        Date dateTime = new Date();
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(originalTime);
        switch (columnItem.getParamType()) {
            case "DATAPOINT":
                ApiPointDTO dataPoint = dataPointApi.getPointById(columnItem.getParamId());
        switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
            case DATAPOINT:
                ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId());
                if (dataPoint == null) {
                    return null;
                }
                calendar.add(Calendar.SECOND, DataPointFreq.getEumByCode(dataPoint.getMinfreqid()).getValue() * -1);
                break;
            case "PREDICTITEM":
                dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60);
                break;
            case "IND-HIS":
                dateTime = calendar.getTime();
                break;
            case "IND-PLAN":
                dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60);
            case NORMALITEM:
            case MERGEITEM:
                dateTime = calendar.getTime();
                break;
            case IND:
                dateTime = calendar.getTime();
                break;
            case PLAN:
                ApiPlanItemDTO planItem = planItemApi.getInfoByNo(columnItem.getParamId());
                if (planItem == null) {
                    return null;
                }
                dateTime = calculateDate(originalTime, false, columnItem.getDataLength(),
                        TimeGranularityEnum.getEumByCode(planItem.getTimeGranularity()).getValue());
                break;
            default:
                break;
@@ -132,43 +168,32 @@
     * @throws Exception
     */
    protected Integer getGranularity(ColumnItem columnItem) {
        // 默认60s
        Integer granularity = 60;
        switch (columnItem.getParamType()) {
            case "DATAPOINT":
                ApiPointDTO dataPoint = dataPointApi.getPointById(columnItem.getParamId());
                granularity = DataPointFreq.getEumByCode(dataPoint.getMinfreqid()).getValue();
        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
@@ -194,4 +219,20 @@
        calendar.add(Calendar.SECOND, timeLength * granularity);
        return calendar.getTime();
    }

    public Date calculateDate(Date originalTime, Boolean backward, int dataLength, int field) {
        int timeLength;
        if (backward) {
            timeLength = (-1) * dataLength;
        } else {
            timeLength = dataLength - 1;
        }
        Date desTime = originalTime;
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(desTime);
        calendar.set(Calendar.MILLISECOND, 0);
        // 数据长度 * 粒度
        calendar.add(Calendar.SECOND, timeLength);
        return calendar.getTime();
    }
}