[FLINK-38564][connector] FLIP-537: Enumerator Maintains Global Splits Distribution for Balanced assignment.

Author: loserwang1024

flink-core/src/main/java/org/apache/flink/api/connector/source/ReaderInfo.java

@@ -21,20 +21,44 @@
 import org.apache.flink.annotation.Public;
 
 import java.io.Serializable;
+import java.util.Collections;
+import java.util.List;
 import java.util.Objects;
 
-/** A container class hosting the information of a {@link SourceReader}. */
+/**
+ * A container class hosting the information of a {@link SourceReader}.
+ *
+ * <p>The {@code reportedSplitsOnRegistration} can only be provided when the source implements
+ * {@link SupportSplitReassignmentOnRecovery}.
+ */
 @Public
 public final class ReaderInfo implements Serializable {
 
     private static final long serialVersionUID = 1L;
 
     private final int subtaskId;
     private final String location;
+    private final List<SourceSplit> reportedSplitsOnRegistration;
 
     public ReaderInfo(int subtaskId, String location) {
+        this(subtaskId, location, Collections.emptyList());
+    }
+
+    ReaderInfo(int subtaskId, String location, List<SourceSplit> splits) {
         this.subtaskId = subtaskId;
         this.location = location;
+        this.reportedSplitsOnRegistration = splits;
+    }
+
+    @SuppressWarnings("unchecked")
+    public static <SplitT extends SourceSplit> ReaderInfo createReaderInfo(
+            int subtaskId, String location, List<SplitT> splits) {
+        return new ReaderInfo(subtaskId, location, (List<SourceSplit>) splits);
+    }
+
+    @SuppressWarnings("unchecked")
+    public <SplitT extends SourceSplit> List<SplitT> getReportedSplitsOnRegistration() {
+        return (List<SplitT>) reportedSplitsOnRegistration;
     }
 
     /**
@@ -52,16 +76,18 @@ public String getLocation() {
     }
 
     @Override
-    public int hashCode() {
-        return Objects.hash(subtaskId, location);
+    public boolean equals(Object o) {
+        if (!(o instanceof ReaderInfo)) {
+            return false;
+        }
+        ReaderInfo that = (ReaderInfo) o;
+        return subtaskId == that.subtaskId
+                && Objects.equals(location, that.location)
+                && Objects.equals(reportedSplitsOnRegistration, that.reportedSplitsOnRegistration);
     }
 
     @Override
-    public boolean equals(Object obj) {
-        if (!(obj instanceof ReaderInfo)) {
-            return false;
-        }
-        ReaderInfo other = (ReaderInfo) obj;
-        return subtaskId == other.subtaskId && location.equals(other.location);
+    public int hashCode() {
+        return Objects.hash(subtaskId, location, reportedSplitsOnRegistration);
     }
 }

flink-core/src/main/java/org/apache/flink/api/connector/source/SupportSplitReassignmentOnRecovery.java

@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.flink.api.connector.source;
+
+import org.apache.flink.annotation.PublicEvolving;
+
+/**
+ * A decorative interface {@link Source}. Implementing this interface indicates that the source
+ * operator needs to report splits to the enumerator and receive reassignment.
+ */
+@PublicEvolving
+public interface SupportSplitReassignmentOnRecovery {}

flink-core/src/test/java/org/apache/flink/api/connector/source/mocks/MockSplitEnumerator.java

@@ -18,6 +18,7 @@
 
 package org.apache.flink.api.connector.source.mocks;
 
+import org.apache.flink.api.connector.source.ReaderInfo;
 import org.apache.flink.api.connector.source.SourceEvent;
 import org.apache.flink.api.connector.source.SplitEnumerator;
 import org.apache.flink.api.connector.source.SplitEnumeratorContext;
@@ -28,20 +29,21 @@
 
 import java.io.IOException;
 import java.util.ArrayList;
+import java.util.Collection;
 import java.util.Collections;
-import java.util.Comparator;
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
-import java.util.SortedSet;
-import java.util.TreeSet;
+import java.util.stream.Collectors;
 
 /** A mock {@link SplitEnumerator} for unit tests. */
 public class MockSplitEnumerator
         implements SplitEnumerator<MockSourceSplit, Set<MockSourceSplit>>, SupportsBatchSnapshot {
-    private final SortedSet<MockSourceSplit> unassignedSplits;
+    // 扩成16个partition, unas
+    private final Map<Integer, Set<MockSourceSplit>> pendingSplitAssignment;
+    private final Map<String, Integer> globalSplitAssignment;
     private final SplitEnumeratorContext<MockSourceSplit> enumContext;
     private final List<SourceEvent> handledSourceEvent;
     private final List<Long> successfulCheckpoints;
@@ -50,22 +52,24 @@ public class MockSplitEnumerator
 
     public MockSplitEnumerator(int numSplits, SplitEnumeratorContext<MockSourceSplit> enumContext) {
         this(new HashSet<>(), enumContext);
+        List<MockSourceSplit> unassignedSplits = new ArrayList<>();
         for (int i = 0; i < numSplits; i++) {
             unassignedSplits.add(new MockSourceSplit(i));
         }
+        calculateAndPutPendingAssignments(unassignedSplits);
     }
 
     public MockSplitEnumerator(
             Set<MockSourceSplit> unassignedSplits,
             SplitEnumeratorContext<MockSourceSplit> enumContext) {
-        this.unassignedSplits =
-                new TreeSet<>(Comparator.comparingInt(o -> Integer.parseInt(o.splitId())));
-        this.unassignedSplits.addAll(unassignedSplits);
+        this.pendingSplitAssignment = new HashMap<>();
+        this.globalSplitAssignment = new HashMap<>();
         this.enumContext = enumContext;
         this.handledSourceEvent = new ArrayList<>();
         this.successfulCheckpoints = new ArrayList<>();
         this.started = false;
         this.closed = false;
+        calculateAndPutPendingAssignments(unassignedSplits);
     }
 
     @Override
@@ -83,25 +87,36 @@ public void handleSourceEvent(int subtaskId, SourceEvent sourceEvent) {
 
     @Override
     public void addSplitsBack(List<MockSourceSplit> splits, int subtaskId) {
-        unassignedSplits.addAll(splits);
+        // add back to same subtaskId.
+        putPendingAssignments(subtaskId, splits);
     }
 
     @Override
     public void addReader(int subtaskId) {
-        List<MockSourceSplit> assignment = new ArrayList<>();
-        for (MockSourceSplit split : unassignedSplits) {
-            if (Integer.parseInt(split.splitId()) % enumContext.currentParallelism() == subtaskId) {
-                assignment.add(split);
+        ReaderInfo readerInfo = enumContext.registeredReaders().get(subtaskId);
+        List<MockSourceSplit> splitsOnRecovery = readerInfo.getReportedSplitsOnRegistration();
+
+        List<MockSourceSplit> redistributedSplits = new ArrayList<>();
+        List<MockSourceSplit> addBackSplits = new ArrayList<>();
+        for (MockSourceSplit split : splitsOnRecovery) {
+            if (!globalSplitAssignment.containsKey(split.splitId())) {
+                // if split not existed in globalSplitAssignment, mean that it's registered first
+                // time, can be redistibuted.
+                redistributedSplits.add(split);
+            } else if (!globalSplitAssignment.containsKey(split.splitId())) {
+                //  if split already is assigned to other substaskId, just ignore it. Otherwise,
+                // addback to this subtaskId again.
+                addBackSplits.add(split);
             }
         }
-        enumContext.assignSplits(
-                new SplitsAssignment<>(Collections.singletonMap(subtaskId, assignment)));
-        unassignedSplits.removeAll(assignment);
+        calculateAndPutPendingAssignments(redistributedSplits);
+        putPendingAssignments(subtaskId, addBackSplits);
+        assignAllSplits();
     }
 
     @Override
     public Set<MockSourceSplit> snapshotState(long checkpointId) {
-        return unassignedSplits;
+        return getUnassignedSplits();
     }
 
     @Override
@@ -114,11 +129,6 @@ public void close() throws IOException {
         this.closed = true;
     }
 
-    public void addNewSplits(List<MockSourceSplit> newSplits) {
-        unassignedSplits.addAll(newSplits);
-        assignAllSplits();
-    }
-
     // --------------------
 
     public boolean started() {
@@ -130,7 +140,9 @@ public boolean closed() {
     }
 
     public Set<MockSourceSplit> getUnassignedSplits() {
-        return unassignedSplits;
+        return pendingSplitAssignment.values().stream()
+                .flatMap(Set::stream)
+                .collect(Collectors.toSet());
     }
 
     public List<SourceEvent> getHandledSourceEvent() {
@@ -145,17 +157,27 @@ public List<Long> getSuccessfulCheckpoints() {
 
     private void assignAllSplits() {
         Map<Integer, List<MockSourceSplit>> assignment = new HashMap<>();
-        unassignedSplits.forEach(
-                split -> {
-                    int subtaskId =
-                            Integer.parseInt(split.splitId()) % enumContext.currentParallelism();
-                    if (enumContext.registeredReaders().containsKey(subtaskId)) {
-                        assignment
-                                .computeIfAbsent(subtaskId, ignored -> new ArrayList<>())
-                                .add(split);
-                    }
-                });
+        for (Map.Entry<Integer, Set<MockSourceSplit>> iter : pendingSplitAssignment.entrySet()) {
+            Integer subtaskId = iter.getKey();
+            if (enumContext.registeredReaders().containsKey(subtaskId)) {
+                assignment.put(subtaskId, new ArrayList<>(iter.getValue()));
+            }
+        }
         enumContext.assignSplits(new SplitsAssignment<>(assignment));
-        assignment.values().forEach(l -> unassignedSplits.removeAll(l));
+        assignment.keySet().forEach(pendingSplitAssignment::remove);
+    }
+
+    private void calculateAndPutPendingAssignments(Collection<MockSourceSplit> newSplits) {
+        for (MockSourceSplit split : newSplits) {
+            int subtaskId = Integer.parseInt(split.splitId()) % enumContext.currentParallelism();
+            putPendingAssignments(subtaskId, Collections.singletonList(split));
+        }
+    }
+
+    private void putPendingAssignments(int subtaskId, Collection<MockSourceSplit> splits) {
+        Set<MockSourceSplit> pendingSplits =
+                pendingSplitAssignment.computeIfAbsent(subtaskId, HashSet::new);
+        pendingSplits.addAll(splits);
+        splits.forEach(split -> globalSplitAssignment.put(split.splitId(), subtaskId));
     }
 }

flink-runtime/src/main/java/org/apache/flink/runtime/source/coordinator/SourceCoordinator.java

@@ -113,6 +113,9 @@ public class SourceCoordinator<SplitT extends SourceSplit, EnumChkT>
     /** The Source that is associated with this SourceCoordinator. */
     private final Source<?, SplitT, EnumChkT> source;
 
+    /** The serializer that handles the serde of the split. */
+    private final SimpleVersionedSerializer<SplitT> splitSerializer;
+
     /** The serializer that handles the serde of the SplitEnumerator checkpoints. */
     private final SimpleVersionedSerializer<EnumChkT> enumCheckpointSerializer;
 
@@ -163,6 +166,7 @@ public SourceCoordinator(
         this.operatorName = operatorName;
         this.source = source;
         this.enumCheckpointSerializer = source.getEnumeratorCheckpointSerializer();
+        this.splitSerializer = source.getSplitSerializer();
         this.context = context;
         this.coordinatorStore = coordinatorStore;
         this.watermarkAlignmentParams = watermarkAlignmentParams;
@@ -427,7 +431,7 @@ public void checkpointCoordinator(long checkpointId, CompletableFuture<byte[]> r
                                 // assignments
                                 byte[] assignmentData =
                                         context.getAssignmentTracker()
-                                                .snapshotState(source.getSplitSerializer());
+                                                .snapshotState(splitSerializer);
                                 out.writeInt(assignmentData.length);
                                 out.write(assignmentData);
 
@@ -680,7 +684,7 @@ private void handleSourceEvent(int subtask, int attemptNumber, SourceEvent event
     }
 
     private void handleReaderRegistrationEvent(
-            int subtask, int attemptNumber, ReaderRegistrationEvent event) {
+            int subtask, int attemptNumber, ReaderRegistrationEvent event) throws Exception {
         checkArgument(subtask == event.subtaskId());
 
         LOG.info(
@@ -692,7 +696,8 @@ private void handleReaderRegistrationEvent(
 
         final boolean subtaskReaderExisted =
                 context.registeredReadersOfAttempts().containsKey(subtask);
-        context.registerSourceReader(subtask, attemptNumber, event.location());
+        context.registerSourceReader(
+                subtask, attemptNumber, event.location(), event.splits(splitSerializer));
         if (!subtaskReaderExisted) {
             enumerator.addReader(event.subtaskId());
 

flink-runtime/src/main/java/org/apache/flink/runtime/source/coordinator/SourceCoordinatorContext.java

@@ -465,16 +465,18 @@ void onCheckpoint(long checkpointId) throws Exception {
      * @param subtaskId the subtask id of the source reader.
      * @param attemptNumber the attempt number of the source reader.
      * @param location the location of the source reader.
+     * @param splits the split restored from source reader's state.
      */
-    void registerSourceReader(int subtaskId, int attemptNumber, String location) {
+    void registerSourceReader(
+            int subtaskId, int attemptNumber, String location, List<SplitT> splits) {
         final Map<Integer, ReaderInfo> attemptReaders =
                 registeredReaders.computeIfAbsent(subtaskId, k -> new ConcurrentHashMap<>());
         checkState(
                 !attemptReaders.containsKey(attemptNumber),
                 "ReaderInfo of subtask %s (#%s) already exists.",
                 subtaskId,
                 attemptNumber);
-        attemptReaders.put(attemptNumber, new ReaderInfo(subtaskId, location));
+        attemptReaders.put(attemptNumber, ReaderInfo.createReaderInfo(subtaskId, location, splits));
 
         sendCachedSplitsToNewlyRegisteredReader(subtaskId, attemptNumber);
     }