AHeise commented on code in PR #154:
URL: 
https://github.com/apache/flink-connector-kafka/pull/154#discussion_r2014503601


##########
flink-connector-kafka/src/main/java/org/apache/flink/connector/kafka/sink/internal/TransactionNamingStrategyImpl.java:
##########
@@ -0,0 +1,77 @@
+/*
+ * 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.connector.kafka.sink.internal;
+
+import 
org.apache.flink.connector.kafka.sink.KafkaSinkOptions.TransactionNamingStrategy;
+
+import static org.apache.flink.util.Preconditions.checkState;
+
+/** Implementation of {@link TransactionNamingStrategy}. */
+public enum TransactionNamingStrategyImpl {
+    INCREMENTING {
+        /**
+         * For each checkpoint we create new {@link 
FlinkKafkaInternalProducer} so that new
+         * transactions will not clash with transactions created during 
previous checkpoints ({@code
+         * producer.initTransactions()} assures that we obtain new producerId 
and epoch counters).
+         *
+         * <p>Ensures that all transaction ids in between lastCheckpointId and 
checkpointId are
+         * initialized.
+         */
+        @Override
+        public FlinkKafkaInternalProducer<byte[], byte[]> 
getTransactionalProducer(
+                Context context) {
+            long expectedCheckpointId = context.getNextCheckpointId();
+            long lastCheckpointId = context.getLastCheckpointId();
+            checkState(
+                    expectedCheckpointId > lastCheckpointId,
+                    "Expected %s > %s",
+                    expectedCheckpointId,
+                    lastCheckpointId);
+            // in case checkpoints have been aborted, Flink would create 
non-consecutive transaction
+            // ids
+            // this loop ensures that all gaps are filled with initialized 
(empty) transactions
+            for (long checkpointId = lastCheckpointId + 1;
+                    checkpointId < expectedCheckpointId;
+                    checkpointId++) {
+                
context.recycle(context.getProducer(context.buildTransactionalId(checkpointId)));
+            }

Review Comment:
   This is the previous logic expressed through the context.
   
   ```
       private FlinkKafkaInternalProducer<byte[], byte[]> 
getTransactionalProducer(long checkpointId) {
           checkState(
                   checkpointId > lastCheckpointId,
                   "Expected %s > %s",
                   checkpointId,
                   lastCheckpointId);
           FlinkKafkaInternalProducer<byte[], byte[]> producer = null;
           // in case checkpoints have been aborted, Flink would create 
non-consecutive transaction ids
           // this loop ensures that all gaps are filled with initialized 
(empty) transactions
           for (long id = lastCheckpointId + 1; id <= checkpointId; id++) {
               String transactionalId =
                       TransactionalIdFactory.buildTransactionalId(
                               transactionalIdPrefix, 
kafkaSinkContext.getParallelInstanceId(), id);
               producer = getOrCreateTransactionalProducer(transactionalId);
           }
           this.lastCheckpointId = checkpointId;
           assert producer != null;
           LOG.info("Created new transactional producer {}", 
producer.getTransactionalId());
           return producer;
       }
   ```
   
   Now that I'm looking at the old code, this probably leaked producers en 
mass...



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