
com.github.panhongan.utils.dag.DagTopology Maven / Gradle / Ivy
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package com.github.panhongan.utils.dag;
import com.google.common.base.Preconditions;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Set;
import org.apache.commons.collections4.CollectionUtils;
import org.apache.commons.lang3.StringUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* @author lalalu plus
* @since 2018.4.20
*/
public class DagTopology {
private static final Logger logger = LoggerFactory.getLogger(DagTopology.class);
private List vertexList = new ArrayList<>();
public List getVertexList() {
return vertexList;
}
/**
* @param from From Vertex
* @param to To Vertex
*/
public void addEdge(Vertex from, Vertex to) {
if (from == null || to == null) {
throw new RuntimeException("vertex is null");
}
if (StringUtils.isEmpty(from.getName())) {
throw new RuntimeException("the from vertex name is empty");
}
if (StringUtils.isEmpty(to.getName())) {
throw new RuntimeException("the to vertex name is empty");
}
Vertex fromVertex = this.find(from.getName());
Vertex toVertex = this.find(to.getName());
if (Objects.nonNull(fromVertex)) {
if (Objects.nonNull(toVertex)) {
Edge edge = fromVertex.findEdge(to.getName());
if (Objects.nonNull(edge)) {
fromVertex.addDownstream(toVertex);
} else {
logger.warn("Impossible path, from = {}, to = {}",
fromVertex.getName(), toVertex.getName());
}
} else {
fromVertex.addDownstream(to);
vertexList.add(to);
}
} else {
if (Objects.nonNull(toVertex)) {
from.addDownstream(toVertex);
vertexList.add(from);
} else {
from.addDownstream(to);
vertexList.add(from);
vertexList.add(to);
}
}
}
/**
* @param traverseResult Traverse DAG
* @return True if traverse successfully. Else False
*/
public boolean traverse(List> traverseResult) {
Preconditions.checkArgument(CollectionUtils.isNotEmpty(traverseResult),
"traverse result container is null, no need to traverse");
// 深度拷贝避免修改原始结构数据,因为遍历过程中会递减入度
Map cloneVertexList = new HashMap<>();
for (Vertex v : vertexList) {
cloneVertexList.put(v.getName(), Vertex.copy(v));
}
// 按层次遍历
int zeroInDegreeVertexCount = 0;
Set set = new HashSet<>();
this.getZeroInDegreeVertex(set);
while (CollectionUtils.isNotEmpty(set)) {
List list = new ArrayList<>();
int size = set.size();
zeroInDegreeVertexCount += size;
Object[] arr = set.toArray();
for (int i = 0; i < size; ++i) {
Vertex v = (Vertex) arr[i];
if (v == null) {
break;
}
v.markTraversed();
list.add(v);
for (Edge e : v.getEdges()) {
e.getToVertex().decreaseInDegree();
}
}
if (!list.isEmpty()) {
traverseResult.add(list);
}
// 继续获取入库为0的顶点
this.getZeroInDegreeVertex(set);
}
// 恢复各顶点的入度
for (Vertex v : vertexList) {
v.restore(cloneVertexList.get(v.getName()));
}
return (zeroInDegreeVertexCount == vertexList.size());
}
private Vertex find(String vertexName) {
for (Vertex vertex : vertexList) {
if (vertex.getName().contentEquals(vertexName)) {
return vertex;
}
}
return null;
}
private void getZeroInDegreeVertex(Set set) {
set.clear();
for (Vertex v : vertexList) {
if (v.getInDegree() == 0 && !v.isTraversed()) {
set.add(v);
}
}
}
@Override
public String toString() {
StringBuilder sb = new StringBuilder();
for (Vertex v : vertexList) {
sb.append(v.getName());
sb.append(" : [");
List edges = v.getEdges();
if (!edges.isEmpty()) {
for (int i = 0; i < edges.size() - 1; ++i) {
sb.append(edges.get(i).getToVertex().getName());
sb.append(",");
}
sb.append(edges.get(edges.size() - 1).getToVertex().getName());
}
sb.append("]\n");
}
return sb.toString();
}
}
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