xndai commented on a change in pull request #1832: [CALCITE-3827] Reduce the 
time complexity of finding in-edges of a vertex in the graph
URL: https://github.com/apache/calcite/pull/1832#discussion_r385816380
 
 

 ##########
 File path: 
core/src/main/java/org/apache/calcite/util/graph/DefaultDirectedGraph.java
 ##########
 @@ -120,45 +132,62 @@ public E getEdge(V source, V target) {
   }
 
   public boolean removeEdge(V source, V target) {
-    final VertexInfo<V, E> info = vertexMap.get(source);
-    List<E> outEdges = info.outEdges;
+    // remove out edges
+    final VertexInfo<V, E> outInfo = vertexOutMap.get(source);
+    List<E> outEdges = outInfo.edges;
+    boolean outRemoved = false;
     for (int i = 0, size = outEdges.size(); i < size; i++) {
       E edge = outEdges.get(i);
       if (edge.target.equals(target)) {
         outEdges.remove(i);
         edges.remove(edge);
-        return true;
+        outRemoved = true;
+        break;
       }
     }
-    return false;
+
+    // remove in edges
+    final VertexInfo<V, E> inInfo = vertexInMap.get(target);
+    List<E> inEdges = inInfo.edges;
+    boolean inRemoved = false;
+    for (int i = 0, size = inEdges.size(); i < size; i++) {
+      E edge = inEdges.get(i);
+      if (edge.source.equals(source)) {
+        inEdges.remove(i);
+        inRemoved = true;
+        break;
+      }
+    }
+    assert outRemoved == inRemoved;
+    return outRemoved;
   }
 
   public Set<V> vertexSet() {
-    return vertexMap.keySet();
+    return vertexOutMap.keySet();
   }
 
   public void removeAllVertices(Collection<V> collection) {
-    vertexMap.keySet().removeAll(collection);
-    for (VertexInfo<V, E> info : vertexMap.values()) {
+    // remove out edges
+    vertexOutMap.keySet().removeAll(collection);
+    for (VertexInfo<V, E> info : vertexOutMap.values()) {
       //noinspection SuspiciousMethodCalls
-      info.outEdges.removeIf(next -> collection.contains(next.target));
+      info.edges.removeIf(next -> collection.contains(next.target));
+    }
+
+    // remove in edges
+    vertexInMap.keySet().removeAll(collection);
+    for (VertexInfo<V, E> info : vertexInMap.values()) {
+      //noinspection SuspiciousMethodCalls
+      info.edges.removeIf(next -> collection.contains(next.source));
     }
   }
 
   public List<E> getOutwardEdges(V source) {
-    return vertexMap.get(source).outEdges;
+    return vertexOutMap.get(source).edges;
   }
 
   public List<E> getInwardEdges(V target) {
-    final ArrayList<E> list = new ArrayList<>();
-    for (VertexInfo<V, E> info : vertexMap.values()) {
-      for (E edge : info.outEdges) {
-        if (edge.target.equals(target)) {
-          list.add(edge);
-        }
-      }
-    }
-    return list;
+    return vertexInMap.get(target).edges;
 
 Review comment:
   I am asking for the end to end performance, aka the performance of 
HepPlanner.findBestExp()

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