diff --git a/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/BaseSparkUpdateStrategy.java b/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/BaseSparkUpdateStrategy.java
new file mode 100644
index 000000000..655c11983
--- /dev/null
+++ b/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/BaseSparkUpdateStrategy.java
@@ -0,0 +1,53 @@
+/*
+ * 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.hudi.client.clustering.update.strategy;
+
+import org.apache.hudi.client.common.HoodieSparkEngineContext;
+import org.apache.hudi.common.model.HoodieFileGroupId;
+import org.apache.hudi.common.model.HoodieRecord;
+import org.apache.hudi.common.model.HoodieRecordPayload;
+import org.apache.hudi.table.action.cluster.strategy.UpdateStrategy;
+
+import org.apache.spark.api.java.JavaRDD;
+
+import java.util.List;
+import java.util.Set;
+
+/**
+ * Spark base update strategy, write records to the file groups which are in clustering
+ * need to check. Spark relate implementations should extend this base class.
+ */
+public abstract class BaseSparkUpdateStrategy<T extends HoodieRecordPayload<T>> extends UpdateStrategy<T, JavaRDD<HoodieRecord<T>>> {
+
+  public BaseSparkUpdateStrategy(HoodieSparkEngineContext engineContext,
+                                 Set<HoodieFileGroupId> fileGroupsInPendingClustering) {
+    super(engineContext, fileGroupsInPendingClustering);
+  }
+
+  /**
+   * Get records matched file group ids.
+   * @param inputRecords the records to write, tagged with target file id
+   * @return the records matched file group ids
+   */
+  protected List<HoodieFileGroupId> getGroupIdsWithUpdate(JavaRDD<HoodieRecord<T>> inputRecords) {
+    return inputRecords
+            .filter(record -> record.getCurrentLocation() != null)
+            .map(record -> new HoodieFileGroupId(record.getPartitionPath(), record.getCurrentLocation().getFileId())).distinct().collect();
+  }
+}
diff --git a/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkAllowUpdateStrategy.java b/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkAllowUpdateStrategy.java
index 403a0c2e1..92a5fb69a 100644
--- a/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkAllowUpdateStrategy.java
+++ b/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkAllowUpdateStrategy.java
@@ -23,7 +23,6 @@ import org.apache.hudi.common.model.HoodieFileGroupId;
 import org.apache.hudi.common.model.HoodieRecord;
 import org.apache.hudi.common.model.HoodieRecordPayload;
 import org.apache.hudi.common.util.collection.Pair;
-import org.apache.hudi.table.action.cluster.strategy.UpdateStrategy;
 
 import org.apache.spark.api.java.JavaRDD;
 
@@ -35,20 +34,13 @@ import java.util.stream.Collectors;
 /**
  * Allow ingestion commits during clustering job.
  */
-public class SparkAllowUpdateStrategy<T extends HoodieRecordPayload<T>> extends UpdateStrategy<T, JavaRDD<HoodieRecord<T>>> {
+public class SparkAllowUpdateStrategy<T extends HoodieRecordPayload<T>> extends BaseSparkUpdateStrategy<T> {
 
-  public SparkAllowUpdateStrategy(
-      HoodieSparkEngineContext engineContext, HashSet<HoodieFileGroupId> fileGroupsInPendingClustering) {
+  public SparkAllowUpdateStrategy(HoodieSparkEngineContext engineContext,
+                                  HashSet<HoodieFileGroupId> fileGroupsInPendingClustering) {
     super(engineContext, fileGroupsInPendingClustering);
   }
 
-  private List<HoodieFileGroupId> getGroupIdsWithUpdate(JavaRDD<HoodieRecord<T>> inputRecords) {
-    List<HoodieFileGroupId> fileGroupIdsWithUpdates = inputRecords
-        .filter(record -> record.getCurrentLocation() != null)
-        .map(record -> new HoodieFileGroupId(record.getPartitionPath(), record.getCurrentLocation().getFileId())).distinct().collect();
-    return fileGroupIdsWithUpdates;
-  }
-
   @Override
   public Pair<JavaRDD<HoodieRecord<T>>, Set<HoodieFileGroupId>> handleUpdate(JavaRDD<HoodieRecord<T>> taggedRecordsRDD) {
     List<HoodieFileGroupId> fileGroupIdsWithRecordUpdate = getGroupIdsWithUpdate(taggedRecordsRDD);
diff --git a/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkRejectUpdateStrategy.java b/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkRejectUpdateStrategy.java
index ad60d9c88..ac058a4d8 100644
--- a/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkRejectUpdateStrategy.java
+++ b/hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/clustering/update/strategy/SparkRejectUpdateStrategy.java
@@ -24,7 +24,6 @@ import org.apache.hudi.common.model.HoodieRecord;
 import org.apache.hudi.common.model.HoodieRecordPayload;
 import org.apache.hudi.common.util.collection.Pair;
 import org.apache.hudi.exception.HoodieClusteringUpdateException;
-import org.apache.hudi.table.action.cluster.strategy.UpdateStrategy;
 
 import org.apache.log4j.LogManager;
 import org.apache.log4j.Logger;
@@ -39,20 +38,14 @@ import java.util.Set;
  * Update strategy based on following.
  * if some file groups have update record, throw exception
  */
-public class SparkRejectUpdateStrategy<T extends HoodieRecordPayload<T>> extends UpdateStrategy<T, JavaRDD<HoodieRecord<T>>> {
+public class SparkRejectUpdateStrategy<T extends HoodieRecordPayload<T>> extends BaseSparkUpdateStrategy<T> {
   private static final Logger LOG = LogManager.getLogger(SparkRejectUpdateStrategy.class);
 
-  public SparkRejectUpdateStrategy(HoodieSparkEngineContext engineContext, HashSet<HoodieFileGroupId> fileGroupsInPendingClustering) {
+  public SparkRejectUpdateStrategy(HoodieSparkEngineContext engineContext,
+                                   HashSet<HoodieFileGroupId> fileGroupsInPendingClustering) {
     super(engineContext, fileGroupsInPendingClustering);
   }
 
-  private List<HoodieFileGroupId> getGroupIdsWithUpdate(JavaRDD<HoodieRecord<T>> inputRecords) {
-    List<HoodieFileGroupId> fileGroupIdsWithUpdates = inputRecords
-        .filter(record -> record.getCurrentLocation() != null)
-        .map(record -> new HoodieFileGroupId(record.getPartitionPath(), record.getCurrentLocation().getFileId())).distinct().collect();
-    return fileGroupIdsWithUpdates;
-  }
-
   @Override
   public Pair<JavaRDD<HoodieRecord<T>>, Set<HoodieFileGroupId>> handleUpdate(JavaRDD<HoodieRecord<T>> taggedRecordsRDD) {
     List<HoodieFileGroupId> fileGroupIdsWithRecordUpdate = getGroupIdsWithUpdate(taggedRecordsRDD);