package com.iplatform.recvideo;
import com.iplatform.model.po.Rc_video_t1;
import com.walker.infrastructure.utils.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.ArrayList;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
/**
* 把一个原视频对应的多个相似视频集合,根据图像相似度数量归并排序。
* 最终返回排序后的相似视频列表,用于写入到数据库中。
* @author 时克英
* @date 2022-09-24
*/
public class SimilarVideoOrder {
// 参与运算的最大距离,超过该距离说明相似度很低,不再参与运算。
private double maxDistance = 1.0;
// 计算多个相似视频id,综合距离平均值, key = 相似视频ID
private Map> simiVideoDistanceMap = new HashMap<>();
// 最终排序用的相似视频集合结果, key = 相似视频ID
private Map orderVideoList = new HashMap<>();
public SimilarVideoOrder(List list){
for(Rc_video_t1 e : list){
this.addSimiVideoDistance(e.getSim_video_id(), e.getDistance());
this.addOrderVideo(e.getSim_video_id());
}
}
public List calculateOrder(){
SimilarVideoInfo similarVideoInfo = null;
double averageDistance = 0;
for(Map.Entry> entry : this.simiVideoDistanceMap.entrySet()){
similarVideoInfo = this.orderVideoList.get(entry.getKey());
if(similarVideoInfo == null){
throw new IllegalArgumentException("similarVideoInfo不存在,这不科学:(" + entry.getKey());
}
averageDistance = this.getAverageDistance(entry.getValue(), entry.getKey());
similarVideoInfo.setDistance(averageDistance);
}
//
List resultList = new ArrayList<>(32);
for(SimilarVideoInfo e : this.orderVideoList.values()){
e.getScore();
resultList.add(e);
}
Collections.sort(resultList);
return resultList;
}
private double getAverageDistance(List list, String simiVideoId){
if(StringUtils.isEmptyList(list)){
return 0;
}
double total = 0;
for(double d : list){
if(d > this.maxDistance){
// logger.debug("distance过大,不参与排序运算:" + d + ", simiVideoId = " + simiVideoId);
continue;
}
total += d;
}
return total/list.size();
}
private void addOrderVideo(String simiVideoId){
SimilarVideoInfo v = this.orderVideoList.get(simiVideoId);
if(v == null){
v = new SimilarVideoInfo(simiVideoId, 0);
this.orderVideoList.put(simiVideoId, v);
}
v.increase();
}
private void addSimiVideoDistance(String videoId, double distance){
List v = this.simiVideoDistanceMap.get(videoId);
if(v == null){
v = new ArrayList<>(16);
this.simiVideoDistanceMap.put(videoId, v);
}
v.add(distance);
}
protected final transient Logger logger = LoggerFactory.getLogger(this.getClass());
}