yihua commented on code in PR #13295:
URL: https://github.com/apache/hudi/pull/13295#discussion_r2114775542


##########
hudi-client/hudi-spark-client/src/main/java/org/apache/hudi/client/SparkRDDMetadataWriteClient.java:
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@@ -0,0 +1,98 @@
+/*
+ * 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;
+
+import org.apache.hudi.client.embedded.EmbeddedTimelineService;
+import org.apache.hudi.common.data.HoodieData;
+import org.apache.hudi.common.engine.HoodieEngineContext;
+import org.apache.hudi.common.model.HoodieCommitMetadata;
+import org.apache.hudi.common.model.HoodieFileGroupId;
+import org.apache.hudi.common.model.HoodieKey;
+import org.apache.hudi.common.model.HoodieRecord;
+import org.apache.hudi.common.model.WriteOperationType;
+import org.apache.hudi.common.table.HoodieTableMetaClient;
+import org.apache.hudi.common.util.Option;
+import org.apache.hudi.config.HoodieWriteConfig;
+import org.apache.hudi.data.HoodieJavaRDD;
+import org.apache.hudi.table.HoodieSparkMergeOnReadMetadataTable;
+import org.apache.hudi.table.HoodieTable;
+import org.apache.hudi.table.action.HoodieWriteMetadata;
+
+import org.apache.spark.api.java.JavaRDD;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.function.BiConsumer;
+
+/**
+ * Write client to assist with writing to metadata table.
+ * @param <T>
+ */
+public class SparkRDDMetadataWriteClient<T> extends SparkRDDWriteClient<T> {
+
+  // tracks the instants for which preWrite has been invoked.
+  private final Set<String> preWriteCompletedInstants = new HashSet<>();
+
+  public SparkRDDMetadataWriteClient(HoodieEngineContext context, 
HoodieWriteConfig clientConfig) {
+    super(context, clientConfig);
+  }
+
+  public SparkRDDMetadataWriteClient(HoodieEngineContext context, 
HoodieWriteConfig writeConfig,
+                                     Option<EmbeddedTimelineService> 
timelineService) {
+    super(context, writeConfig, timelineService);
+  }
+

Review Comment:
   `we are sure only upsertPreppedRecords would be invoked for MDT` is not the 
way for safety so explicit exceptions should be thrown if the methods are not 
supposed to be invoked; this also sets guard rails for new contributors.
   
   Here I'm OK not adding it; but I want to emphasize the importance of 
ensuring maintainability and safety with such guards.



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