codelipenghui commented on code in PR #16707:
URL: https://github.com/apache/pulsar/pull/16707#discussion_r929508250


##########
pulsar-broker/src/main/java/org/apache/pulsar/broker/service/BrokerService.java:
##########
@@ -224,6 +224,9 @@ public class BrokerService implements Closeable {
     @Getter
     private final ScheduledExecutorService backlogQuotaChecker;
 
+    @Getter
+    private final ScheduledExecutorService transactionTimer;

Review Comment:
   Looks unused.



##########
pulsar-broker/src/main/java/org/apache/pulsar/broker/service/BrokerService.java:
##########
@@ -344,6 +347,8 @@ public BrokerService(PulsarService pulsar, EventLoopGroup 
eventLoopGroup) throws
         this.backlogQuotaManager = new BacklogQuotaManager(pulsar);
         this.backlogQuotaChecker = Executors
                 .newSingleThreadScheduledExecutor(new 
DefaultThreadFactory("pulsar-backlog-quota-checker"));
+        this.transactionTimer = Executors
+                .newSingleThreadScheduledExecutor(new 
DefaultThreadFactory("pulsar-backlog-quota-checker"));

Review Comment:
   Looks unused.



##########
pulsar-broker/src/test/java/org/apache/pulsar/broker/transaction/pendingack/impl/MLPendingAckStoreTest.java:
##########
@@ -0,0 +1,263 @@
+/**
+ * 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.pulsar.broker.transaction.pendingack.impl;
+
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.bookkeeper.mledger.ManagedCursor;
+import org.apache.bookkeeper.mledger.impl.PositionImpl;
+import org.apache.pulsar.broker.ServiceConfiguration;
+import org.apache.pulsar.broker.service.Subscription;
+import org.apache.pulsar.broker.service.persistent.PersistentSubscription;
+import org.apache.pulsar.broker.service.persistent.PersistentTopic;
+import org.apache.pulsar.broker.transaction.TransactionTestBase;
+import org.apache.pulsar.broker.transaction.util.LogIndexLagBackoff;
+import org.apache.pulsar.client.api.transaction.TxnID;
+import org.apache.pulsar.common.api.proto.CommandAck;
+import org.apache.pulsar.common.api.proto.CommandSubscribe;
+import org.apache.pulsar.common.util.FutureUtil;
+import 
org.apache.pulsar.transaction.coordinator.impl.TxnLogBufferedWriterConfig;
+import static org.mockito.Mockito.*;
+import org.mockito.invocation.InvocationOnMock;
+import org.mockito.stubbing.Answer;
+import org.testcontainers.shaded.org.awaitility.Awaitility;
+import org.testng.Assert;
+import org.testng.annotations.AfterMethod;
+import org.testng.annotations.BeforeMethod;
+import org.testng.annotations.DataProvider;
+import org.testng.annotations.Test;
+
+@Slf4j
+@Test(groups = "broker")
+public class MLPendingAckStoreTest extends TransactionTestBase {
+
+    private PersistentSubscription persistentSubscriptionMock;
+
+    private ManagedCursor managedCursorMock;
+
+    private ExecutorService internalPinnedExecutor;
+
+    private int pendingAckLogIndexMinLag = 1;
+
+    @BeforeMethod
+    @Override
+    protected void setup() throws Exception {
+        setUpBase(1, 1, NAMESPACE1 + "/test", 0);
+        String topic = NAMESPACE1 + "/test-txn-topic";
+        admin.topics().createNonPartitionedTopic(topic);
+        PersistentTopic persistentTopic = (PersistentTopic) 
getPulsarServiceList().get(0).getBrokerService()
+                .getTopic(topic, false).get().get();
+        
getPulsarServiceList().get(0).getConfig().setTransactionPendingAckLogIndexMinLag(pendingAckLogIndexMinLag);
+        CompletableFuture<Subscription> subscriptionFuture = persistentTopic 
.createSubscription("test",
+                        CommandSubscribe.InitialPosition.Earliest, false, 
null);
+        PersistentSubscription subscription = (PersistentSubscription) 
subscriptionFuture.get();
+        ManagedCursor managedCursor = subscription.getCursor();
+        this.managedCursorMock = spy(managedCursor);
+        this.persistentSubscriptionMock = spy(subscription);
+        
when(this.persistentSubscriptionMock.getCursor()).thenReturn(managedCursorMock);
+        this.internalPinnedExecutor = this.persistentSubscriptionMock
+                .getTopic()
+                .getBrokerService()
+                .getPulsar()
+                .getTransactionExecutorProvider()
+                .getExecutor(this);
+    }
+
+    @AfterMethod
+    public void cleanup(){
+        super.internalCleanup();
+    }
+
+    private MLPendingAckStore createPendingAckStore(TxnLogBufferedWriterConfig 
txnLogBufferedWriterConfig)
+            throws Exception {
+        MLPendingAckStoreProvider mlPendingAckStoreProvider = new 
MLPendingAckStoreProvider();
+        ServiceConfiguration serviceConfiguration =
+                
persistentSubscriptionMock.getTopic().getBrokerService().getPulsar().getConfiguration();
+        serviceConfiguration.setTransactionPendingAckBatchedWriteMaxRecords(
+                txnLogBufferedWriterConfig.getBatchedWriteMaxRecords()
+        );
+        serviceConfiguration.setTransactionPendingAckBatchedWriteMaxSize(
+                txnLogBufferedWriterConfig.getBatchedWriteMaxSize()
+        );
+        
serviceConfiguration.setTransactionPendingAckBatchedWriteMaxDelayInMillis(
+                txnLogBufferedWriterConfig.getBatchedWriteMaxDelayInMillis()
+        );
+        
serviceConfiguration.setTransactionPendingAckBatchedWriteEnabled(txnLogBufferedWriterConfig.isBatchEnabled());
+        return (MLPendingAckStore) 
mlPendingAckStoreProvider.newPendingAckStore(persistentSubscriptionMock).get();
+    }
+
+    /**
+     * Overridden cases:
+     *   1. Batched write and replay with batched feature.
+     *   1. Non-batched write and replay without batched feature
+     *   1. Batched write and replay without batched feature.
+     *   1. Non-batched write and replay with batched feature.
+     */
+    @DataProvider(name = "mainProcessArgs")
+    public Object[][] mainProcessArgsProvider(){
+        Object[][] args = new Object[4][];
+        args[0] = new Object[]{true, true};
+        args[1] = new Object[]{false, false};
+        args[2] = new Object[]{true, false};
+        args[3] = new Object[]{false, true};
+        return args;
+    }
+
+    /**
+     * This method executed the following steps of validation:
+     *   1. Write some data, verify indexes build correct after write.
+     *   2. Replay data that has been written, verify indexes build correct 
after replay.
+     *   3. Verify that position deletion is in sync with {@link 
PersistentSubscription}.
+     * @param writeWithBatch Whether to enable batch feature when writing data.
+     * @param readWithBatch Whether to enable batch feature when replay.
+     */
+    @Test(dataProvider = "mainProcessArgs")
+    public void testMainProcess(boolean writeWithBatch, boolean readWithBatch) 
throws Exception {
+        // Write some data.
+        TxnLogBufferedWriterConfig configForWrite = new 
TxnLogBufferedWriterConfig();
+        configForWrite.setBatchEnabled(writeWithBatch);
+        configForWrite.setBatchedWriteMaxRecords(2);
+        // Denied scheduled flush.
+        configForWrite.setBatchedWriteMaxDelayInMillis(1000 * 3600);
+        MLPendingAckStore mlPendingAckStoreForWrite = 
createPendingAckStore(configForWrite);
+        List<CompletableFuture<Void>> futureList = new ArrayList<>();
+        for (int i = 0; i < 20; i++){
+            TxnID txnID = new TxnID(i, i);
+            PositionImpl position = PositionImpl.get(i, i);
+            
futureList.add(mlPendingAckStoreForWrite.appendCumulativeAck(txnID, position));
+        }
+        for (int i = 0; i < 10; i++){
+            TxnID txnID = new TxnID(i, i);
+            futureList.add(mlPendingAckStoreForWrite.appendCommitMark(txnID, 
CommandAck.AckType.Cumulative));
+        }
+        for (int i = 10; i < 20; i++){
+            TxnID txnID = new TxnID(i, i);
+            futureList.add(mlPendingAckStoreForWrite.appendAbortMark(txnID, 
CommandAck.AckType.Cumulative));
+        }
+        for (int i = 40; i < 50; i++){
+            TxnID txnID = new TxnID(i, i);
+            PositionImpl position = PositionImpl.get(i, i);
+            
futureList.add(mlPendingAckStoreForWrite.appendCumulativeAck(txnID, position));
+        }
+        FutureUtil.waitForAll(futureList).get();
+        // Verify build sparse indexes correct after add many cmd-ack.
+        ArrayList<Long> positionList = new ArrayList<>();
+        for (long i = 0; i < 50; i++){
+            positionList.add(i);
+        }
+        // The indexes not contains the data which is commit or abort.
+        LinkedHashSet<Long> skipSet = new LinkedHashSet<>();
+        for (long i = 20; i < 40; i++){
+            skipSet.add(i);
+        }
+        if (writeWithBatch) {
+            for (long i = 0; i < 50; i++){
+                if (i % 2 == 0){
+                    // The indexes contains only the last position in the 
batch.
+                    skipSet.add(i);
+                }
+            }
+        }
+        LinkedHashSet<Long> expectedPositions = 
calculatePendingAckIndexes(positionList, skipSet);
+        Assert.assertEquals(
+                mlPendingAckStoreForWrite.pendingAckLogIndex.keySet().stream()
+                        
.map(PositionImpl::getEntryId).collect(Collectors.toList()),
+                new ArrayList<>(expectedPositions)
+        );
+        // Replay.
+        TxnLogBufferedWriterConfig configForReplay = new 
TxnLogBufferedWriterConfig();
+        configForReplay.setBatchEnabled(readWithBatch);
+        configForReplay.setBatchedWriteMaxRecords(2);
+        // Denied scheduled flush.
+        configForReplay.setBatchedWriteMaxDelayInMillis(1000 * 3600);
+        MLPendingAckStore mlPendingAckStoreForRead = 
createPendingAckStore(configForReplay);
+        PendingAckHandleImpl pendingAckHandle = 
mock(PendingAckHandleImpl.class);
+        
when(pendingAckHandle.getInternalPinnedExecutor()).thenReturn(internalPinnedExecutor);
+        when(pendingAckHandle.changeToReadyState()).thenReturn(true);
+        // Process controller, mark the replay task already finish.
+        final AtomicInteger processController = new AtomicInteger();
+        doAnswer(new Answer() {
+            @Override
+            public Object answer(InvocationOnMock invocation) throws Throwable 
{
+                processController.incrementAndGet();
+                return null;
+            }
+        }).when(pendingAckHandle).completeHandleFuture();
+        mlPendingAckStoreForRead.replayAsync(pendingAckHandle, 
internalPinnedExecutor);
+        Awaitility.await().atMost(200, TimeUnit.SECONDS).until(() -> 
processController.get() == 1);

Review Comment:
   Why need to wait at most 200 seconds? we don't have too many logs in the 
pending ack store.



##########
pulsar-broker/src/main/java/org/apache/pulsar/broker/transaction/pendingack/impl/MLPendingAckStore.java:
##########
@@ -362,6 +439,25 @@ public void run() {
         }
     }
 
+    private List<PendingAckMetadataEntry> deserializeEntry(Entry entry){
+        ByteBuf buffer = entry.getDataBuffer();
+        // Check whether it is batched Entry.
+        buffer.markReaderIndex();
+        short magicNum = buffer.readShort();
+        buffer.resetReaderIndex();
+        if (magicNum == BATCHED_ENTRY_DATA_PREFIX_MAGIC_NUMBER){
+            // skip version
+            buffer.skipBytes(4);

Review Comment:
   Use the constant 
https://github.com/apache/pulsar/pull/16685/files#diff-4fb66809c520962f28616ddcab91aca0abb7aa04ee3ef0703097cf5976080ba8R301-R303



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