apache · nickdelnano · Dec 12, 2025
diff --git a/docs/content/docs/connectors/flink-sources/mysql-cdc.md b/docs/content/docs/connectors/flink-sources/mysql-cdc.md
@@ -941,6 +941,14 @@ Notice:
 1. The group name is `namespace.schema.table`, where `namespace` is the actual database name, `schema` is the actual schema name, and `table` is the actual table name.
 2. For MySQL, the `namespace` will be set to the default value "", and the group name will be like `test_database.test_table`.
 
+The mysql-cdc connector offers six additional metrics for each type of data change record.
+- `numRecordsOutByDataChangeRecordInsert`: The number of `INSERT` data change records.
+- `numRecordsOutByDataChangeRecordUpdate`: The number of `UPDATE` data change records.
+- `numRecordsOutByDataChangeRecordDelete`: The number of `DELETE` data change records.
+- `numRecordsOutByRateDataChangeRecordInsert`: The number of `INSERT` data change records per second.
+- `numRecordsOutByRateDataChangeRecordUpdate`: The number of `UPDATE` data change records per second.
+- `numRecordsOutByRateDataChangeRecordDelete`: The number of `DELETE` data change records per second.
+
 Data Type Mapping
 ----------------
 

diff --git a/...n/java/org/apache/flink/cdc/connectors/mysql/source/metrics/MySqlSourceReaderMetrics.java b/...n/java/org/apache/flink/cdc/connectors/mysql/source/metrics/MySqlSourceReaderMetrics.java
@@ -17,15 +17,33 @@
 
 package org.apache.flink.cdc.connectors.mysql.source.metrics;
 
+import org.apache.flink.api.java.tuple.Tuple2;
+import org.apache.flink.cdc.common.event.OperationType;
 import org.apache.flink.cdc.connectors.mysql.source.reader.MySqlSourceReader;
+import org.apache.flink.metrics.Counter;
 import org.apache.flink.metrics.Gauge;
+import org.apache.flink.metrics.Meter;
+import org.apache.flink.metrics.MeterView;
 import org.apache.flink.metrics.MetricGroup;
 import org.apache.flink.runtime.metrics.MetricNames;
 
+import io.debezium.relational.TableId;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
 /** A collection class for handling metrics in {@link MySqlSourceReader}. */
 public class MySqlSourceReaderMetrics {
 
     public static final long UNDEFINED = -1;
+    private static final Map<OperationType, String> DATA_CHANGE_RECORD_MAP =
+            new ConcurrentHashMap<OperationType, String>() {
+                {
+                    put(OperationType.INSERT, "DataChangeRecordInsert");
+                    put(OperationType.UPDATE, "DataChangeRecordUpdate");
+                    put(OperationType.DELETE, "DataChangeRecordDelete");
+                }
+            };
 
     private final MetricGroup metricGroup;
 
@@ -35,6 +53,11 @@ public class MySqlSourceReaderMetrics {
      */
     private volatile long fetchDelay = UNDEFINED;
 
+    private final Map<Tuple2<TableId, OperationType>, Counter> numRecordsOutByDataChangeRecordMap =
+            new ConcurrentHashMap();
+    private final Map<Tuple2<TableId, OperationType>, Meter>
+            numRecordsOutByRateDataChangeRecordMap = new ConcurrentHashMap();
+
     public MySqlSourceReaderMetrics(MetricGroup metricGroup) {
         this.metricGroup = metricGroup;
     }
@@ -51,4 +74,34 @@ public long getFetchDelay() {
     public void recordFetchDelay(long fetchDelay) {
         this.fetchDelay = fetchDelay;
     }
+
+    public void numRecordsOutByDataChangeRecord(TableId tableId, OperationType op) {
+        Tuple2<TableId, OperationType> metricMapKey = new Tuple2<>(tableId, op);
+
+        Counter counter =
+                numRecordsOutByDataChangeRecordMap.compute(
+                        metricMapKey,
+                        (keyForCounter, existingCounter) -> {
+                            if (existingCounter == null) {
+                                MetricGroup tableMetricGroup =
+                                        metricGroup.addGroup("table", tableId.identifier());
+                                Counter newCounter =
+                                        tableMetricGroup.counter(
+                                                MetricNames.IO_NUM_RECORDS_OUT
+                                                        + DATA_CHANGE_RECORD_MAP.get(op));
+                                numRecordsOutByRateDataChangeRecordMap.computeIfAbsent(
+                                        metricMapKey,
+                                        keyForMeter ->
+                                                tableMetricGroup.meter(
+                                                        MetricNames.IO_NUM_RECORDS_OUT_RATE
+                                                                + DATA_CHANGE_RECORD_MAP.get(op),
+                                                        new MeterView(newCounter)));
+                                return newCounter;
+                            } else {
+                                return existingCounter;
+                            }
+                        });
+
+        counter.inc();
+    }
 }
diff --git a/...src/main/java/org/apache/flink/cdc/connectors/mysql/source/reader/MySqlRecordEmitter.java b/...src/main/java/org/apache/flink/cdc/connectors/mysql/source/reader/MySqlRecordEmitter.java
@@ -18,6 +18,7 @@
 package org.apache.flink.cdc.connectors.mysql.source.reader;
 
 import org.apache.flink.api.connector.source.SourceOutput;
+import org.apache.flink.cdc.common.event.OperationType;
 import org.apache.flink.cdc.connectors.mysql.source.metrics.MySqlSourceReaderMetrics;
 import org.apache.flink.cdc.connectors.mysql.source.offset.BinlogOffset;
 import org.apache.flink.cdc.connectors.mysql.source.split.MySqlSplit;
@@ -29,9 +30,12 @@
 import org.apache.flink.connector.base.source.reader.RecordEmitter;
 import org.apache.flink.util.Collector;
 
+import io.debezium.data.Envelope;
 import io.debezium.document.Array;
+import io.debezium.relational.TableId;
 import io.debezium.relational.history.HistoryRecord;
 import io.debezium.relational.history.TableChanges;
+import org.apache.kafka.connect.data.Struct;
 import org.apache.kafka.connect.source.SourceRecord;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -121,15 +125,33 @@ private void emitElement(SourceRecord element, SourceOutput<T> output) throws Ex
         debeziumDeserializationSchema.deserialize(element, outputCollector);
     }
 
-    public void applySplit(MySqlSplit split) {}
-
-    private void reportMetrics(SourceRecord element) {
+    private void reportMetrics(SourceRecord record) {
+        Struct value = (Struct) record.value();
+        if (value != null) {
+            TableId tableId = RecordUtils.getTableId(record);
+            Envelope.Operation op =
+                    Envelope.Operation.forCode(value.getString(Envelope.FieldName.OPERATION));
+            switch (op) {
+                case CREATE:
+                    sourceReaderMetrics.numRecordsOutByDataChangeRecord(
+                            tableId, OperationType.INSERT);
+                    break;
+                case UPDATE:
+                    sourceReaderMetrics.numRecordsOutByDataChangeRecord(
+                            tableId, OperationType.UPDATE);
+                    break;
+                case DELETE:
+                    sourceReaderMetrics.numRecordsOutByDataChangeRecord(
+                            tableId, OperationType.DELETE);
+                    break;
+            }
+        }
 
-        Long messageTimestamp = RecordUtils.getMessageTimestamp(element);
+        Long messageTimestamp = RecordUtils.getMessageTimestamp(record);
 
         if (messageTimestamp != null && messageTimestamp > 0L) {
             // report fetch delay
-            Long fetchTimestamp = RecordUtils.getFetchTimestamp(element);
+            Long fetchTimestamp = RecordUtils.getFetchTimestamp(record);
             if (fetchTimestamp != null && fetchTimestamp >= messageTimestamp) {
                 // report fetch delay
                 sourceReaderMetrics.recordFetchDelay(fetchTimestamp - messageTimestamp);