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justinchen pushed a commit to branch api-13
in repository https://gitbox.apache.org/repos/asf/iotdb.git

commit 2c8649f3f8b09664f19036925177533b7a032287
Author: Caideyipi <[email protected]>
AuthorDate: Mon Dec 22 10:33:58 2025 +0800

    Pipe: Implemented the processTabletWithCollect api with tablet collector 
(#16930)
---
 .../iotdb/pipe/api/collector/DataCollector.java    | 37 +++++++++++
 .../iotdb/pipe/api/collector/TabletCollector.java  | 44 +++++++++++++
 .../event/dml/insertion/TabletInsertionEvent.java  | 11 ++++
 .../db/pipe/event/common/row/PipeRowCollector.java | 20 ++----
 .../tablet/PipeInsertNodeTabletInsertionEvent.java | 12 ++++
 .../common/tablet/PipeRawTabletEventConverter.java | 72 ++++++++++++++++++++++
 .../common/tablet/PipeRawTabletInsertionEvent.java |  7 +++
 .../event/common/tablet/PipeTabletCollector.java   | 53 ++++++++++++++++
 .../tablet/TabletInsertionDataContainer.java       |  4 ++
 .../event/TsFileInsertionDataContainerTest.java    | 36 +++++++----
 10 files changed, 269 insertions(+), 27 deletions(-)

diff --git 
a/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/collector/DataCollector.java
 
b/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/collector/DataCollector.java
new file mode 100644
index 00000000000..36b403b81af
--- /dev/null
+++ 
b/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/collector/DataCollector.java
@@ -0,0 +1,37 @@
+/*
+ * 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.iotdb.pipe.api.collector;
+
+import org.apache.iotdb.pipe.api.access.Row;
+import org.apache.iotdb.pipe.api.event.dml.insertion.TabletInsertionEvent;
+
+import java.util.List;
+
+/** Transform data to {@link TabletInsertionEvent}. */
+public interface DataCollector {
+
+  /**
+   * Transform data to {@link TabletInsertionEvent}.
+   *
+   * @param shouldReport Whether to report progress for generated events
+   * @see Row
+   */
+  List<TabletInsertionEvent> convertToTabletInsertionEvents(final boolean 
shouldReport);
+}
diff --git 
a/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/collector/TabletCollector.java
 
b/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/collector/TabletCollector.java
new file mode 100644
index 00000000000..68a71d46afc
--- /dev/null
+++ 
b/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/collector/TabletCollector.java
@@ -0,0 +1,44 @@
+/*
+ * 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.iotdb.pipe.api.collector;
+
+import org.apache.iotdb.pipe.api.access.Row;
+import org.apache.iotdb.pipe.api.event.dml.insertion.TabletInsertionEvent;
+
+import org.apache.tsfile.write.record.Tablet;
+
+import java.io.IOException;
+import java.util.function.BiConsumer;
+
+/**
+ * Used to collect rows generated by {@link
+ * TabletInsertionEvent#processTabletWithCollect(BiConsumer)}.
+ */
+public interface TabletCollector {
+
+  /**
+   * Collects a tablet.
+   *
+   * @param tablet Tablet to be collected
+   * @throws IOException if any I/O errors occur
+   * @see Row
+   */
+  void collectTablet(Tablet tablet) throws IOException;
+}
diff --git 
a/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/event/dml/insertion/TabletInsertionEvent.java
 
b/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/event/dml/insertion/TabletInsertionEvent.java
index 6e1575a464f..c7025b471b9 100644
--- 
a/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/event/dml/insertion/TabletInsertionEvent.java
+++ 
b/iotdb-api/pipe-api/src/main/java/org/apache/iotdb/pipe/api/event/dml/insertion/TabletInsertionEvent.java
@@ -21,6 +21,7 @@ package org.apache.iotdb.pipe.api.event.dml.insertion;
 
 import org.apache.iotdb.pipe.api.access.Row;
 import org.apache.iotdb.pipe.api.collector.RowCollector;
+import org.apache.iotdb.pipe.api.collector.TabletCollector;
 import org.apache.iotdb.pipe.api.event.Event;
 
 import org.apache.tsfile.write.record.Tablet;
@@ -45,4 +46,14 @@ public interface TabletInsertionEvent extends Event {
    *     contains the results collected by the {@link RowCollector}
    */
   Iterable<TabletInsertionEvent> processTablet(BiConsumer<Tablet, 
RowCollector> consumer);
+
+  /**
+   * The consumer processes the Tablet directly and collects the results by 
{@link
+   * org.apache.iotdb.pipe.api.collector.TabletCollector}.
+   *
+   * @return {@code Iterable<TabletInsertionEvent>} a list of new {@link 
TabletInsertionEvent}
+   *     contains the results collected by the {@link TabletCollector}
+   */
+  Iterable<TabletInsertionEvent> processTabletWithCollect(
+      BiConsumer<Tablet, TabletCollector> consumer);
 }
diff --git 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/row/PipeRowCollector.java
 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/row/PipeRowCollector.java
index 4cb7d972dac..42560f23a5c 100644
--- 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/row/PipeRowCollector.java
+++ 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/row/PipeRowCollector.java
@@ -21,6 +21,7 @@ package org.apache.iotdb.db.pipe.event.common.row;
 
 import org.apache.iotdb.commons.pipe.agent.task.meta.PipeTaskMeta;
 import org.apache.iotdb.commons.pipe.event.EnrichedEvent;
+import 
org.apache.iotdb.db.pipe.event.common.tablet.PipeRawTabletEventConverter;
 import 
org.apache.iotdb.db.pipe.event.common.tablet.PipeRawTabletInsertionEvent;
 import org.apache.iotdb.db.pipe.resource.memory.PipeMemoryWeightUtil;
 import org.apache.iotdb.pipe.api.access.Row;
@@ -36,17 +37,11 @@ import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 
-public class PipeRowCollector implements RowCollector {
-
-  private final List<TabletInsertionEvent> tabletInsertionEventList = new 
ArrayList<>();
+public class PipeRowCollector extends PipeRawTabletEventConverter implements 
RowCollector {
   private Tablet tablet = null;
-  private boolean isAligned = false;
-  private final PipeTaskMeta pipeTaskMeta; // Used to report progress
-  private final EnrichedEvent sourceEvent; // Used to report progress
 
   public PipeRowCollector(PipeTaskMeta pipeTaskMeta, EnrichedEvent 
sourceEvent) {
-    this.pipeTaskMeta = pipeTaskMeta;
-    this.sourceEvent = sourceEvent;
+    super(pipeTaskMeta, sourceEvent);
   }
 
   @Override
@@ -113,14 +108,9 @@ public class PipeRowCollector implements RowCollector {
     this.tablet = null;
   }
 
+  @Override
   public List<TabletInsertionEvent> convertToTabletInsertionEvents(final 
boolean shouldReport) {
     collectTabletInsertionEvent();
-
-    final int eventListSize = tabletInsertionEventList.size();
-    if (eventListSize > 0 && shouldReport) { // The last event should report 
progress
-      ((PipeRawTabletInsertionEvent) 
tabletInsertionEventList.get(eventListSize - 1))
-          .markAsNeedToReport();
-    }
-    return tabletInsertionEventList;
+    return super.convertToTabletInsertionEvents(shouldReport);
   }
 }
diff --git 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeInsertNodeTabletInsertionEvent.java
 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeInsertNodeTabletInsertionEvent.java
index 9bdeb11a6a7..391875b674c 100644
--- 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeInsertNodeTabletInsertionEvent.java
+++ 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeInsertNodeTabletInsertionEvent.java
@@ -40,6 +40,7 @@ import 
org.apache.iotdb.db.queryengine.plan.planner.plan.node.write.InsertTablet
 import 
org.apache.iotdb.db.storageengine.dataregion.wal.exception.WALPipeException;
 import org.apache.iotdb.pipe.api.access.Row;
 import org.apache.iotdb.pipe.api.collector.RowCollector;
+import org.apache.iotdb.pipe.api.collector.TabletCollector;
 import org.apache.iotdb.pipe.api.event.dml.insertion.TabletInsertionEvent;
 import org.apache.iotdb.pipe.api.exception.PipeException;
 
@@ -309,6 +310,17 @@ public class PipeInsertNodeTabletInsertionEvent extends 
EnrichedEvent
         .collect(Collectors.toList());
   }
 
+  @Override
+  public Iterable<TabletInsertionEvent> processTabletWithCollect(
+      BiConsumer<Tablet, TabletCollector> consumer) {
+    return initEventParsers().stream()
+        .map(
+            tabletInsertionEventParser ->
+                tabletInsertionEventParser.processTabletWithCollect(consumer))
+        .flatMap(Collection::stream)
+        .collect(Collectors.toList());
+  }
+
   /////////////////////////// convertToTablet ///////////////////////////
 
   public boolean isAligned(final int i) {
diff --git 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeRawTabletEventConverter.java
 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeRawTabletEventConverter.java
new file mode 100644
index 00000000000..4f387e71883
--- /dev/null
+++ 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeRawTabletEventConverter.java
@@ -0,0 +1,72 @@
+/*
+ * 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.iotdb.db.pipe.event.common.tablet;
+
+import org.apache.iotdb.commons.pipe.agent.task.meta.PipeTaskMeta;
+import org.apache.iotdb.commons.pipe.event.EnrichedEvent;
+import org.apache.iotdb.db.pipe.event.common.PipeInsertionEvent;
+import org.apache.iotdb.pipe.api.collector.DataCollector;
+import org.apache.iotdb.pipe.api.event.dml.insertion.TabletInsertionEvent;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public abstract class PipeRawTabletEventConverter implements DataCollector {
+  protected final List<TabletInsertionEvent> tabletInsertionEventList = new 
ArrayList<>();
+  protected boolean isAligned = false;
+  protected final PipeTaskMeta pipeTaskMeta; // Used to report progress
+  protected final EnrichedEvent sourceEvent; // Used to report progress
+  protected final String sourceEventDataBaseName;
+  protected final Boolean isTableModel;
+
+  public PipeRawTabletEventConverter(PipeTaskMeta pipeTaskMeta, EnrichedEvent 
sourceEvent) {
+    this.pipeTaskMeta = pipeTaskMeta;
+    this.sourceEvent = sourceEvent;
+    if (sourceEvent instanceof PipeInsertionEvent) {
+      sourceEventDataBaseName =
+          ((PipeInsertionEvent) 
sourceEvent).getSourceDatabaseNameFromDataRegion();
+      isTableModel = ((PipeInsertionEvent) 
sourceEvent).getRawIsTableModelEvent();
+    } else {
+      sourceEventDataBaseName = null;
+      isTableModel = null;
+    }
+  }
+
+  public PipeRawTabletEventConverter(
+      PipeTaskMeta pipeTaskMeta,
+      EnrichedEvent sourceEvent,
+      String sourceEventDataBase,
+      Boolean isTableModel) {
+    this.pipeTaskMeta = pipeTaskMeta;
+    this.sourceEvent = sourceEvent;
+    this.sourceEventDataBaseName = sourceEventDataBase;
+    this.isTableModel = isTableModel;
+  }
+
+  @Override
+  public List<TabletInsertionEvent> convertToTabletInsertionEvents(final 
boolean shouldReport) {
+    final int eventListSize = tabletInsertionEventList.size();
+    if (eventListSize > 0 && shouldReport) { // The last event should report 
progress
+      ((PipeRawTabletInsertionEvent) 
tabletInsertionEventList.get(eventListSize - 1))
+          .markAsNeedToReport();
+    }
+    return tabletInsertionEventList;
+  }
+}
diff --git 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeRawTabletInsertionEvent.java
 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeRawTabletInsertionEvent.java
index 2443283c1c6..514128980bf 100644
--- 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeRawTabletInsertionEvent.java
+++ 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeRawTabletInsertionEvent.java
@@ -34,6 +34,7 @@ import 
org.apache.iotdb.db.pipe.resource.memory.PipeMemoryWeightUtil;
 import org.apache.iotdb.db.pipe.resource.memory.PipeTabletMemoryBlock;
 import org.apache.iotdb.pipe.api.access.Row;
 import org.apache.iotdb.pipe.api.collector.RowCollector;
+import org.apache.iotdb.pipe.api.collector.TabletCollector;
 import org.apache.iotdb.pipe.api.event.dml.insertion.TabletInsertionEvent;
 
 import org.apache.tsfile.utils.RamUsageEstimator;
@@ -291,6 +292,12 @@ public class PipeRawTabletInsertionEvent extends 
EnrichedEvent
     return dataContainer.processTablet(consumer);
   }
 
+  @Override
+  public Iterable<TabletInsertionEvent> processTabletWithCollect(
+      BiConsumer<Tablet, TabletCollector> consumer) {
+    return initEventParser().processTabletWithCollect(consumer);
+  }
+
   /////////////////////////// convertToTablet ///////////////////////////
 
   public boolean isAligned() {
diff --git 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeTabletCollector.java
 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeTabletCollector.java
new file mode 100644
index 00000000000..3efd02bd90d
--- /dev/null
+++ 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/PipeTabletCollector.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.iotdb.db.pipe.event.common.tablet;
+
+import org.apache.iotdb.commons.pipe.agent.task.meta.PipeTaskMeta;
+import org.apache.iotdb.commons.pipe.event.EnrichedEvent;
+import org.apache.iotdb.db.pipe.event.common.PipeInsertionEvent;
+import org.apache.iotdb.pipe.api.collector.TabletCollector;
+
+import org.apache.tsfile.write.record.Tablet;
+
+public class PipeTabletCollector extends PipeRawTabletEventConverter 
implements TabletCollector {
+
+  public PipeTabletCollector(PipeTaskMeta pipeTaskMeta, EnrichedEvent 
sourceEvent) {
+    super(pipeTaskMeta, sourceEvent);
+  }
+
+  @Override
+  public void collectTablet(final Tablet tablet) {
+    final PipeInsertionEvent pipeInsertionEvent =
+        sourceEvent instanceof PipeInsertionEvent ? ((PipeInsertionEvent) 
sourceEvent) : null;
+    tabletInsertionEventList.add(
+        new PipeRawTabletInsertionEvent(
+            isTableModel,
+            sourceEventDataBaseName,
+            pipeInsertionEvent == null ? null : 
pipeInsertionEvent.getRawTableModelDataBase(),
+            pipeInsertionEvent == null ? null : 
pipeInsertionEvent.getRawTreeModelDataBase(),
+            tablet,
+            isAligned,
+            sourceEvent == null ? null : sourceEvent.getPipeName(),
+            sourceEvent == null ? 0 : sourceEvent.getCreationTime(),
+            pipeTaskMeta,
+            sourceEvent,
+            false));
+  }
+}
diff --git 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/TabletInsertionDataContainer.java
 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/TabletInsertionDataContainer.java
index aa1ee8e6325..8143ab81d1b 100644
--- 
a/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/TabletInsertionDataContainer.java
+++ 
b/iotdb-core/datanode/src/main/java/org/apache/iotdb/db/pipe/event/common/tablet/TabletInsertionDataContainer.java
@@ -30,6 +30,7 @@ import 
org.apache.iotdb.db.queryengine.plan.planner.plan.node.write.InsertRowNod
 import 
org.apache.iotdb.db.queryengine.plan.planner.plan.node.write.InsertTabletNode;
 import org.apache.iotdb.pipe.api.access.Row;
 import org.apache.iotdb.pipe.api.collector.RowCollector;
+import org.apache.iotdb.pipe.api.collector.TabletCollector;
 import org.apache.iotdb.pipe.api.event.dml.insertion.TabletInsertionEvent;
 
 import org.apache.tsfile.enums.TSDataType;
@@ -706,4 +707,7 @@ public class TabletInsertionDataContainer {
 
     return tablet;
   }
+
+  public abstract List<TabletInsertionEvent> processTabletWithCollect(
+      final BiConsumer<Tablet, TabletCollector> consumer);
 }
diff --git 
a/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/pipe/event/TsFileInsertionDataContainerTest.java
 
b/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/pipe/event/TsFileInsertionDataContainerTest.java
index a91a8b97685..709b1e8f78a 100644
--- 
a/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/pipe/event/TsFileInsertionDataContainerTest.java
+++ 
b/iotdb-core/datanode/src/test/java/org/apache/iotdb/db/pipe/event/TsFileInsertionDataContainerTest.java
@@ -26,6 +26,9 @@ import 
org.apache.iotdb.db.pipe.event.common.tablet.PipeRawTabletInsertionEvent;
 import 
org.apache.iotdb.db.pipe.event.common.tsfile.container.TsFileInsertionDataContainer;
 import 
org.apache.iotdb.db.pipe.event.common.tsfile.container.query.TsFileInsertionQueryDataContainer;
 import 
org.apache.iotdb.db.pipe.event.common.tsfile.container.scan.TsFileInsertionScanDataContainer;
+import org.apache.iotdb.commons.exception.IllegalPathException;
+import org.apache.iotdb.commons.path.PartialPath;
+import org.apache.iotdb.db.pipe.event.common.tsfile.PipeTsFileInsertionEvent;
 import 
org.apache.iotdb.db.storageengine.dataregion.compaction.utils.CompactionTestFileWriter;
 import org.apache.iotdb.db.storageengine.dataregion.tsfile.TsFileResource;
 import 
org.apache.iotdb.db.storageengine.dataregion.tsfile.TsFileResourceStatus;
@@ -593,18 +596,15 @@ public class TsFileInsertionDataContainerTest {
                                       })
                                   .forEach(
                                       tabletInsertionEvent2 ->
-                                          tabletInsertionEvent2.processTablet(
-                                              (tablet, rowCollector) ->
-                                                  new 
PipeRawTabletInsertionEvent(tablet, false)
-                                                      .processRowByRow(
-                                                          (row, collector) -> {
-                                                            try {
-                                                              
rowCollector.collectRow(row);
-                                                              
count3.addAndGet(getNonNullSize(row));
-                                                            } catch (final 
IOException e) {
-                                                              throw new 
RuntimeException(e);
-                                                            }
-                                                          })))));
+                                          
tabletInsertionEvent2.processTabletWithCollect(
+                                              (tablet, collector) -> {
+                                                try {
+                                                  
collector.collectTablet(tablet);
+                                                  
count3.addAndGet(getNonNullSize(tablet));
+                                                } catch (final IOException e) {
+                                                  throw new 
RuntimeException(e);
+                                                }
+                                              }))));
 
       Assert.assertEquals(expectedCount, count1.get());
       Assert.assertEquals(expectedCount, count2.get());
@@ -624,4 +624,16 @@ public class TsFileInsertionDataContainerTest {
     }
     return count;
   }
+
+  private int getNonNullSize(final Tablet tablet) {
+    int count = 0;
+    for (int i = 0; i < tablet.getRowSize(); ++i) {
+      for (int j = 0; j < tablet.getSchemas().size(); ++j) {
+        if (!tablet.isNull(i, j)) {
+          ++count;
+        }
+      }
+    }
+    return count;
+  }
 }

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