yuxiqian commented on code in PR #3471:
URL: https://github.com/apache/flink-cdc/pull/3471#discussion_r1677349369


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flink-cdc-connect/flink-cdc-pipeline-connectors/flink-cdc-pipeline-connector-kafka/src/main/java/org/apache/flink/cdc/connectors/kafka/sink/KafkaSinkWriteMetrics.java:
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@@ -0,0 +1,80 @@
+/*
+ * 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.cdc.connectors.kafka.sink;
+
+import org.apache.flink.cdc.common.event.OperationType;
+import org.apache.flink.cdc.common.event.TableId;
+import org.apache.flink.metrics.Counter;
+import org.apache.flink.metrics.MetricGroup;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+/** A collection class for handling metrics in {@link 
PipelineKafkaRecordSerializationSchema}. */
+public class KafkaSinkWriteMetrics {
+
+    private final MetricGroup metricGroup;
+
+    public static final String IO_NUM_RECORDS_OUT_INCREMENTAL_INSERT =
+            ".numRecordsOutByIncrementalInsert";
+
+    public static final String IO_NUM_RECORDS_OUT_INCREMENTAL_DELETE =
+            ".numRecordsOutByIncrementalDelete";
+
+    public static final String IO_NUM_RECORDS_OUT_INCREMENTAL_UPDATE =
+            ".numRecordsOutByIncrementalUpdate";
+
+    private final Map<String, Counter> numRecordsOutMap = new 
ConcurrentHashMap();
+
+    public KafkaSinkWriteMetrics(MetricGroup metricGroup) {
+        this.metricGroup = metricGroup;
+    }
+
+    public void numRecordsOutInsertIncrease(TableId tableId) {
+        Counter counter =
+                numRecordsOutMap.computeIfAbsent(
+                        tableId.identifier() + OperationType.INSERT,

Review Comment:
   As previously pointed out by @lvyanquan, identifier string generating & 
hashing could be expensive considering it must be done for every 
DataChangeEvent. What about splitting `INSERT`, `UPDATE`, and `DELETE` counters 
into three `Map<TableId, Counter>` hash map, so the `TableId` key hash code 
could be safely cached after we merge #3454?



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