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

@@ -6,6 +6,7 @@
import com.iailab.module.data.api.point.dto.ApiPointDTO;
import com.iailab.module.data.enums.DataPointFreqEnum;
import com.iailab.module.data.enums.TimeGranularitySecEnum;
import com.iailab.module.model.mcs.pre.enums.PredGranularityEnum;
import com.iailab.module.model.mdk.common.enums.ModelParamType;
import com.iailab.module.model.mdk.sample.dto.SampleData;
import com.iailab.module.model.mdk.sample.dto.SampleInfo;
@@ -15,7 +16,6 @@
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.util.CollectionUtils;

import java.sql.Timestamp;
import java.util.*;

abstract class SampleDataConstructor {
@@ -44,8 +44,7 @@
     * @param endTime
     * @return
     */
    public List<DataValueVO> completionData(int length, List<DataValueVO> dataEntityList, Date startTime, Date endTime,
                                            String paramId, String paramType) {
    public List<DataValueVO> completionData(int length, List<DataValueVO> dataEntityList, Date startTime, Date endTime, String paramType, Integer granularity) {
        if (CollectionUtils.isEmpty(dataEntityList) || length == dataEntityList.size()) {
            return dataEntityList;
        } else if (length < dataEntityList.size()) {
@@ -63,66 +62,56 @@
            case NORMALITEM:
            case MERGEITEM:
                // 预测值
                Calendar calendar = Calendar.getInstance();
                calendar.setTime(startTime);
                calendar.set(Calendar.HOUR_OF_DAY, 0);
                calendar.set(Calendar.MINUTE, 0);
                calendar.set(Calendar.SECOND, 0);
                calendar.add(Calendar.DAY_OF_YEAR, 1);
                startTime = calendar.getTime();
                start = startTime.getTime();

                calendar.setTime(endTime);
                calendar.set(Calendar.HOUR_OF_DAY, 0);
                calendar.set(Calendar.MINUTE, 0);
                calendar.set(Calendar.SECOND, 0);
                endTime = calendar.getTime();
                end = endTime.getTime();

                oneMin = 60 * 1000L;
                oneMin = granularity * 1000L;
                // 设置时间偏移量
                if (granularity >= 24*60*60) {
                    // 如果时间粒度大于等于一天，因为时区问题，特殊处理，否则时间为8：00，而非0：00
                    start = start - ((start+8*60*60*1000) % oneMin);
                    end = end - ((end+8*60*60*1000) % oneMin);
                } else {
                    start = start - (start % oneMin);
                    end = end - (end % oneMin);
                }
                mins = ((end - start) / oneMin);
                break;
            case DATAPOINT:
            case PLAN:
                // 测点值
                ApiPointDTO dataPoint = dataPointApi.getInfoById(paramId);
                oneMin = 1000L * DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue();
                oneMin = 1000L * granularity;
                // 设置时间偏移量
                start = start - (start % oneMin) + oneMin;
                end = end - (end % oneMin) + oneMin;
                if (granularity >= 24*60*60) {
                    // 如果时间粒度大于等于一天，因为时区问题，特殊处理，否则时间为8：00，而非0：00
                    start = start - ((start+8*60*60*1000) % oneMin);
                    end = end - ((end+8*60*60*1000) % oneMin);
                } else {
                    start = start - (start % oneMin);
                    end = end - (end % oneMin);
                }
                mins = ((end - start) / oneMin);
                break;
            case IND:
                // 指标数据
                oneMin = 24 * 60 * 60 * 1000;
                Calendar calendar2 = Calendar.getInstance();
                calendar2.setTime(startTime);
                calendar2.set(Calendar.HOUR_OF_DAY, 0);
                calendar2.set(Calendar.MINUTE, 0);
                calendar2.set(Calendar.SECOND, 0);
                start = calendar2.getTime().getTime();

                calendar2.setTime(endTime);
                calendar2.set(Calendar.HOUR_OF_DAY, 0);
                calendar2.set(Calendar.MINUTE, 0);
                calendar2.set(Calendar.SECOND, 0);
                end = calendar2.getTime().getTime();
                mins = ((end - start) / oneMin);
                break;
            case PLAN:
                // 计划数据
                ApiPlanItemDTO planItem = planItemApi.getInfoById(paramId);
                oneMin = 1000L * TimeGranularitySecEnum.getEumByCode(planItem.getTimeGranularity()).getValue();
            case IND_ASCII:
                // 测点值
                oneMin = 1000L * granularity;
                // 设置时间偏移量
                start = start - (start % oneMin) + oneMin;
                end = end - (end % oneMin) + oneMin;
                mins = ((end - start) / oneMin);
                if (granularity >= 24*60*60) {
                    // 如果时间粒度大于等于一天，因为时区问题，特殊处理，否则时间为8：00，而非0：00
                    start = start - ((start+8*60*60*1000) % oneMin);
                    end = end - ((end+8*60*60*1000) % oneMin);
                } else {
                    start = start - (start % oneMin);
                    end = end - (end % oneMin);
                }
                mins = ((end - start) / oneMin) + 1;
                break;
            default:
                break;
        }
        Map<Long, Double> sourceDataMap = new HashMap<>(dataEntityList.size());
        for (DataValueVO dataEntity : dataEntityList) {
            sourceDataMap.put(dataEntity.getDataTime().getTime(), dataEntity.getDataValue());
            if (null != dataEntity.getDataTime()) {
                sourceDataMap.put(dataEntity.getDataTime().getTime(), dataEntity.getDataValue());
            }
        }

        //找出缺少项