package com.iailab.module.model.mdk.sample;
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import com.iailab.module.data.api.point.DataPointApi;
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import com.iailab.module.data.api.point.dto.ApiPointDTO;
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import com.iailab.module.data.enums.DataPointFreqEnum;
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import com.iailab.module.model.mdk.common.enums.ModelParamType;
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import com.iailab.module.model.mdk.sample.dto.SampleData;
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import com.iailab.module.model.mdk.sample.dto.SampleInfo;
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import com.iailab.module.model.mdk.vo.DataValueVO;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.util.CollectionUtils;
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import java.sql.Timestamp;
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import java.util.*;
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abstract class SampleDataConstructor {
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private Logger logger = LoggerFactory.getLogger(getClass());
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@Autowired
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private DataPointApi dataPointApi;
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/**
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* prepareSampleData
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*
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* @param sampleInfo
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* @return
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*/
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public abstract List<SampleData> prepareSampleData(SampleInfo sampleInfo);
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/**
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* 补全数据
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*
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* @param length
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* @param dataEntityList
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* @param startTime
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* @param endTime
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* @return
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*/
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public List<DataValueVO> completionData(int length, List<DataValueVO> dataEntityList, Date startTime, Date endTime,
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String paramId, String paramType) {
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if (CollectionUtils.isEmpty(dataEntityList) || length == dataEntityList.size()) {
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return dataEntityList;
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} else if (length < dataEntityList.size()) {
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return dataEntityList.subList(dataEntityList.size() - length, dataEntityList.size());
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}
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List<DataValueVO> completionDataEntityList = new ArrayList<>();
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long oneMin = 0L;
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long start = startTime.getTime();
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long end = endTime.getTime();
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long mins = 0L;
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switch (ModelParamType.getEumByCode(paramType)) {
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case NORMALITEM:
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case MERGEITEM:
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// 预测值
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Calendar calendar = Calendar.getInstance();
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calendar.setTime(startTime);
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calendar.set(Calendar.HOUR_OF_DAY, 0);
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calendar.set(Calendar.MINUTE, 0);
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calendar.set(Calendar.SECOND, 0);
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calendar.add(Calendar.DAY_OF_YEAR, 1);
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startTime = calendar.getTime();
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start = startTime.getTime();
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calendar.setTime(endTime);
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calendar.set(Calendar.HOUR_OF_DAY, 0);
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calendar.set(Calendar.MINUTE, 0);
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calendar.set(Calendar.SECOND, 0);
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endTime = calendar.getTime();
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end = endTime.getTime();
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oneMin = 24 * 60 * 60 * 1000;
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mins = ((end - start) / oneMin);
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break;
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case DATAPOINT:
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// 测点值
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ApiPointDTO dataPoint = dataPointApi.getInfoById(paramId);
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oneMin = 1000L * DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue();
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// 设置时间偏移量
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start = start - (start % oneMin) + oneMin;
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end = end - (end % oneMin) + oneMin;
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mins = ((end - start) / oneMin);
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break;
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case IND:
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// 指标数据
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oneMin = 24 * 60 * 60 * 1000;
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Calendar calendar2 = Calendar.getInstance();
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calendar2.setTime(startTime);
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calendar2.set(Calendar.HOUR_OF_DAY, 0);
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calendar2.set(Calendar.MINUTE, 0);
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calendar2.set(Calendar.SECOND, 0);
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start = calendar2.getTime().getTime();
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calendar2.setTime(endTime);
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calendar2.set(Calendar.HOUR_OF_DAY, 0);
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calendar2.set(Calendar.MINUTE, 0);
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calendar2.set(Calendar.SECOND, 0);
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end = calendar2.getTime().getTime();
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mins = ((end - start) / oneMin);
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break;
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default:
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break;
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}
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Map<Long, Double> sourceDataMap = new HashMap<>(dataEntityList.size());
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for (DataValueVO dataEntity : dataEntityList) {
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sourceDataMap.put(dataEntity.getDataTime().getTime(), dataEntity.getDataValue());
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}
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//找出缺少项
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Map<Long, Double> dataMap = new LinkedHashMap<>();
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for (int i = 0; i < mins; i++) {
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Long key = start + oneMin * i;
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Double value = sourceDataMap.get(key);
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dataMap.put(key, value);
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}
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//补充缺少项
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int k = 0;
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Map.Entry<Long, Double> lastItem = null;
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for (Map.Entry<Long, Double> item : dataMap.entrySet()) {
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if (k == 0 && item.getValue() == null) {
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item.setValue(getFirstValue(dataMap));
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} else if (item.getValue() == null) {
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item.setValue(lastItem.getValue());
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}
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k++;
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lastItem = item;
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DataValueVO dataEntity = new DataValueVO();
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dataEntity.setDataTime(new Date(item.getKey()));
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dataEntity.setDataValue(item.getValue());
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completionDataEntityList.add(dataEntity);
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}
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return completionDataEntityList;
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}
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/**
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* getFirstValue
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*
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* @param dataMap
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* @return
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*/
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private Double getFirstValue(Map<Long, Double> dataMap) {
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for (Map.Entry<Long, Double> item : dataMap.entrySet()) {
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if (item.getValue() != null) {
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return item.getValue();
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}
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}
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return null;
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}
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}
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