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Posted to commits@iotdb.apache.org by xi...@apache.org on 2022/05/04 08:28:24 UTC

[iotdb] branch deviceMergeOperator1 updated: add unit tests

This is an automated email from the ASF dual-hosted git repository.

xiangweiwei pushed a commit to branch deviceMergeOperator1
in repository https://gitbox.apache.org/repos/asf/iotdb.git


The following commit(s) were added to refs/heads/deviceMergeOperator1 by this push:
     new 64735a9e8b add unit tests
64735a9e8b is described below

commit 64735a9e8b84995557f05313f1c19260195bb089
Author: Alima777 <wx...@gmail.com>
AuthorDate: Wed May 4 16:28:12 2022 +0800

    add unit tests
---
 .../operator/process/DeviceMergeOperator.java      |   7 +-
 .../operator/DeviceMergeOperatorTest.java          | 544 +++++++++++++++++++++
 .../execution/operator/DeviceViewOperatorTest.java |   8 +-
 3 files changed, 553 insertions(+), 6 deletions(-)

diff --git a/server/src/main/java/org/apache/iotdb/db/mpp/execution/operator/process/DeviceMergeOperator.java b/server/src/main/java/org/apache/iotdb/db/mpp/execution/operator/process/DeviceMergeOperator.java
index 4791b379f9..d06be177ea 100644
--- a/server/src/main/java/org/apache/iotdb/db/mpp/execution/operator/process/DeviceMergeOperator.java
+++ b/server/src/main/java/org/apache/iotdb/db/mpp/execution/operator/process/DeviceMergeOperator.java
@@ -144,7 +144,7 @@ public class DeviceMergeOperator implements ProcessOperator {
       long currentEndTime = deviceTsBlocks[0].getEndTime();
       for (int i = 1; i < tsBlockSizeOfCurDevice; i++) {
         currentEndTime =
-            comparator.getCurrentEndTime(currentEndTime, inputTsBlocks[i].getEndTime());
+            comparator.getCurrentEndTime(currentEndTime, deviceTsBlocks[i].getEndTime());
       }
 
       TimeColumnBuilder timeBuilder = tsBlockBuilder.getTimeColumnBuilder();
@@ -156,6 +156,7 @@ public class DeviceMergeOperator implements ProcessOperator {
         // TODO process by column
         // Try to find the tsBlock that timestamp belongs to
         for (int i = 0; i < tsBlockSizeOfCurDevice; i++) {
+          // TODO the same timestamp in different data region
           if (tsBlockIterators[i].hasNext() && tsBlockIterators[i].currentTime() == timestamp) {
             int rowIndex = tsBlockIterators[i].getRowIndex();
             for (int j = 0; j < valueColumnBuilders.length; j++) {
@@ -197,6 +198,7 @@ public class DeviceMergeOperator implements ProcessOperator {
         tsBlockBuilder.declarePosition();
       }
       // update tsBlock after consuming
+      int consumedTsBlockIndex = 0;
       for (int i = 0; i < tsBlockSizeOfCurDevice; i++) {
         if (tsBlockIterators[i].hasNext()) {
           int rowIndex = tsBlockIterators[i].getRowIndex();
@@ -204,9 +206,10 @@ public class DeviceMergeOperator implements ProcessOperator {
               inputTsBlocks[curDeviceTsBlockIndexList.get(i)].subTsBlock(rowIndex);
         } else {
           inputTsBlocks[curDeviceTsBlockIndexList.get(i)] = null;
-          curDeviceTsBlockIndexList.remove(i);
+          consumedTsBlockIndex = i;
         }
       }
+      curDeviceTsBlockIndexList.remove(consumedTsBlockIndex);
       return tsBlockBuilder.build();
     }
   }
diff --git a/server/src/test/java/org/apache/iotdb/db/mpp/execution/operator/DeviceMergeOperatorTest.java b/server/src/test/java/org/apache/iotdb/db/mpp/execution/operator/DeviceMergeOperatorTest.java
new file mode 100644
index 0000000000..35a77bb205
--- /dev/null
+++ b/server/src/test/java/org/apache/iotdb/db/mpp/execution/operator/DeviceMergeOperatorTest.java
@@ -0,0 +1,544 @@
+/*
+ * 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.mpp.execution.operator;
+
+import org.apache.iotdb.commons.concurrent.IoTDBThreadPoolFactory;
+import org.apache.iotdb.db.engine.querycontext.QueryDataSource;
+import org.apache.iotdb.db.engine.storagegroup.TsFileResource;
+import org.apache.iotdb.db.exception.metadata.IllegalPathException;
+import org.apache.iotdb.db.exception.metadata.MetadataException;
+import org.apache.iotdb.db.metadata.path.MeasurementPath;
+import org.apache.iotdb.db.mpp.common.FragmentInstanceId;
+import org.apache.iotdb.db.mpp.common.PlanFragmentId;
+import org.apache.iotdb.db.mpp.common.QueryId;
+import org.apache.iotdb.db.mpp.execution.fragment.FragmentInstanceContext;
+import org.apache.iotdb.db.mpp.execution.fragment.FragmentInstanceStateMachine;
+import org.apache.iotdb.db.mpp.execution.operator.process.DeviceMergeOperator;
+import org.apache.iotdb.db.mpp.execution.operator.process.DeviceViewOperator;
+import org.apache.iotdb.db.mpp.execution.operator.process.merge.AscTimeComparator;
+import org.apache.iotdb.db.mpp.execution.operator.source.SeriesScanOperator;
+import org.apache.iotdb.db.mpp.plan.planner.plan.node.PlanNodeId;
+import org.apache.iotdb.db.query.reader.series.SeriesReaderTestUtil;
+import org.apache.iotdb.db.utils.datastructure.TimeSelector;
+import org.apache.iotdb.tsfile.exception.write.WriteProcessException;
+import org.apache.iotdb.tsfile.file.metadata.enums.TSDataType;
+import org.apache.iotdb.tsfile.read.common.block.TsBlock;
+import org.apache.iotdb.tsfile.write.schema.MeasurementSchema;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.concurrent.ExecutorService;
+
+import static org.apache.iotdb.db.mpp.execution.fragment.FragmentInstanceContext.createFragmentInstanceContext;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+import static org.junit.Assert.fail;
+
+public class DeviceMergeOperatorTest {
+
+  private static final String DEVICE_MERGE_OPERATOR_TEST_SG = "root.DeviceMergeOperatorTest";
+  private final List<String> deviceIds = new ArrayList<>();
+  private final List<MeasurementSchema> measurementSchemas = new ArrayList<>();
+
+  private final List<TsFileResource> seqResources = new ArrayList<>();
+  private final List<TsFileResource> unSeqResources = new ArrayList<>();
+
+  @Before
+  public void setUp() throws MetadataException, IOException, WriteProcessException {
+    SeriesReaderTestUtil.setUp(
+        measurementSchemas, deviceIds, seqResources, unSeqResources, DEVICE_MERGE_OPERATOR_TEST_SG);
+  }
+
+  @After
+  public void tearDown() throws IOException {
+    SeriesReaderTestUtil.tearDown(seqResources, unSeqResources);
+  }
+
+  /**
+   * Construct DeviceMergeOperator with different devices in two DeviceViewOperators.
+   *
+   * <p>DeviceViewOperator1: [seriesScanOperator: [device0.sensor0]],
+   *
+   * <p>DeviceViewOperator2: [seriesScanOperator: [device1.sensor1]]
+   *
+   * <p>the result tsBlock should be like [Device, sensor0, sensor1]. The sensor1 column of device0
+   * and the sensor0 column of device1 should be null.
+   */
+  @Test
+  public void deviceMergeOperatorTest() {
+    ExecutorService instanceNotificationExecutor =
+        IoTDBThreadPoolFactory.newFixedThreadPool(1, "test-instance-notification");
+    try {
+      // Construct operator tree
+      QueryId queryId = new QueryId("stub_query");
+      FragmentInstanceId instanceId =
+          new FragmentInstanceId(new PlanFragmentId(queryId, 0), "stub-instance");
+      FragmentInstanceStateMachine stateMachine =
+          new FragmentInstanceStateMachine(instanceId, instanceNotificationExecutor);
+      FragmentInstanceContext fragmentInstanceContext =
+          createFragmentInstanceContext(instanceId, stateMachine);
+      PlanNodeId planNodeId1 = new PlanNodeId("1");
+      fragmentInstanceContext.addOperatorContext(
+          1, planNodeId1, SeriesScanOperator.class.getSimpleName());
+      PlanNodeId planNodeId2 = new PlanNodeId("2");
+      fragmentInstanceContext.addOperatorContext(
+          2, planNodeId2, SeriesScanOperator.class.getSimpleName());
+      PlanNodeId planNodeId3 = new PlanNodeId("3");
+      fragmentInstanceContext.addOperatorContext(
+          3, planNodeId3, DeviceViewOperatorTest.class.getSimpleName());
+      PlanNodeId planNodeId4 = new PlanNodeId("4");
+      fragmentInstanceContext.addOperatorContext(
+          4, planNodeId4, DeviceViewOperatorTest.class.getSimpleName());
+      PlanNodeId planNodeId5 = new PlanNodeId("5");
+      fragmentInstanceContext.addOperatorContext(
+          5, planNodeId5, DeviceMergeOperator.class.getSimpleName());
+
+      List<TSDataType> dataTypes = new ArrayList<>();
+      dataTypes.add(TSDataType.TEXT);
+      dataTypes.add(TSDataType.INT32);
+      dataTypes.add(TSDataType.INT32);
+      MeasurementPath measurementPath1 =
+          new MeasurementPath(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0.sensor0", TSDataType.INT32);
+      SeriesScanOperator seriesScanOperator1 =
+          new SeriesScanOperator(
+              planNodeId1,
+              measurementPath1,
+              Collections.singleton("sensor0"),
+              TSDataType.INT32,
+              fragmentInstanceContext.getOperatorContexts().get(0),
+              null,
+              null,
+              true);
+      seriesScanOperator1.initQueryDataSource(new QueryDataSource(seqResources, unSeqResources));
+      DeviceViewOperator deviceViewOperator1 =
+          new DeviceViewOperator(
+              fragmentInstanceContext.getOperatorContexts().get(2),
+              Collections.singletonList(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0"),
+              Collections.singletonList(seriesScanOperator1),
+              Collections.singletonList(Collections.singletonList(1)),
+              dataTypes);
+
+      MeasurementPath measurementPath2 =
+          new MeasurementPath(DEVICE_MERGE_OPERATOR_TEST_SG + ".device1.sensor1", TSDataType.INT32);
+      SeriesScanOperator seriesScanOperator2 =
+          new SeriesScanOperator(
+              planNodeId2,
+              measurementPath2,
+              Collections.singleton("sensor1"),
+              TSDataType.INT32,
+              fragmentInstanceContext.getOperatorContexts().get(1),
+              null,
+              null,
+              true);
+      seriesScanOperator2.initQueryDataSource(new QueryDataSource(seqResources, unSeqResources));
+      DeviceViewOperator deviceViewOperator2 =
+          new DeviceViewOperator(
+              fragmentInstanceContext.getOperatorContexts().get(3),
+              Collections.singletonList(DEVICE_MERGE_OPERATOR_TEST_SG + ".device1"),
+              Collections.singletonList(seriesScanOperator2),
+              Collections.singletonList(Collections.singletonList(2)),
+              dataTypes);
+
+      List<String> devices = new ArrayList<>();
+      devices.add(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0");
+      devices.add(DEVICE_MERGE_OPERATOR_TEST_SG + ".device1");
+      List<Operator> deviceOperators = new ArrayList<>();
+      deviceOperators.add(deviceViewOperator1);
+      deviceOperators.add(deviceViewOperator2);
+      DeviceMergeOperator deviceMergeOperator =
+          new DeviceMergeOperator(
+              fragmentInstanceContext.getOperatorContexts().get(4),
+              devices,
+              deviceOperators,
+              new TimeSelector(500, true),
+              new AscTimeComparator());
+
+      int count = 0;
+      while (deviceMergeOperator.hasNext()) {
+        TsBlock tsBlock = deviceMergeOperator.next();
+        assertEquals(3, tsBlock.getValueColumnCount());
+        assertEquals(20, tsBlock.getPositionCount());
+        for (int i = 0; i < tsBlock.getPositionCount(); i++) {
+          long expectedTime = i + 20L * (count % 25);
+          assertEquals(expectedTime, tsBlock.getTimeByIndex(i));
+          assertEquals(
+              count < 25
+                  ? DEVICE_MERGE_OPERATOR_TEST_SG + ".device0"
+                  : DEVICE_MERGE_OPERATOR_TEST_SG + ".device1",
+              tsBlock.getColumn(0).getBinary(i).getStringValue());
+          if (expectedTime < 200) {
+            if (!tsBlock.getColumn(1).isNull(i)) {
+              assertEquals(20000 + expectedTime, tsBlock.getColumn(1).getInt(i));
+              assertTrue(tsBlock.getColumn(2).isNull(i));
+            } else {
+              assertEquals(20000 + expectedTime, tsBlock.getColumn(2).getInt(i));
+            }
+          } else if (expectedTime < 260
+              || (expectedTime >= 300 && expectedTime < 380)
+              || expectedTime >= 400) {
+            if (!tsBlock.getColumn(1).isNull(i)) {
+              assertEquals(10000 + expectedTime, tsBlock.getColumn(1).getInt(i));
+              assertTrue(tsBlock.getColumn(2).isNull(i));
+            } else {
+              assertEquals(10000 + expectedTime, tsBlock.getColumn(2).getInt(i));
+            }
+          } else {
+            if (!tsBlock.getColumn(1).isNull(i)) {
+              assertEquals(expectedTime, tsBlock.getColumn(1).getInt(i));
+              assertTrue(tsBlock.getColumn(2).isNull(i));
+            } else {
+              assertEquals(expectedTime, tsBlock.getColumn(2).getInt(i));
+            }
+          }
+        }
+        count++;
+      }
+      assertEquals(50, count);
+    } catch (IllegalPathException e) {
+      e.printStackTrace();
+      fail();
+    }
+  }
+
+  /**
+   * Construct DeviceMergeOperator with the same device in two DeviceViewOperators.
+   *
+   * <p>DeviceViewOperator1: [seriesScanOperator: [device0.sensor0]],
+   *
+   * <p>DeviceViewOperator2: [seriesScanOperator: [device0.sensor0]]
+   *
+   * <p>the result tsBlock should be like [Device, sensor0, sensor1]. The sensor1 column of device0
+   * and the sensor0 column of device1 should be null.
+   */
+  @Test
+  public void deviceMergeOperatorTest2() {
+    ExecutorService instanceNotificationExecutor =
+        IoTDBThreadPoolFactory.newFixedThreadPool(1, "test-instance-notification");
+    try {
+      // Construct operator tree
+      QueryId queryId = new QueryId("stub_query");
+      FragmentInstanceId instanceId =
+          new FragmentInstanceId(new PlanFragmentId(queryId, 0), "stub-instance");
+      FragmentInstanceStateMachine stateMachine =
+          new FragmentInstanceStateMachine(instanceId, instanceNotificationExecutor);
+      FragmentInstanceContext fragmentInstanceContext =
+          createFragmentInstanceContext(instanceId, stateMachine);
+      PlanNodeId planNodeId1 = new PlanNodeId("1");
+      fragmentInstanceContext.addOperatorContext(
+          1, planNodeId1, SeriesScanOperator.class.getSimpleName());
+      PlanNodeId planNodeId2 = new PlanNodeId("2");
+      fragmentInstanceContext.addOperatorContext(
+          2, planNodeId2, SeriesScanOperator.class.getSimpleName());
+      PlanNodeId planNodeId3 = new PlanNodeId("3");
+      fragmentInstanceContext.addOperatorContext(
+          3, planNodeId3, DeviceViewOperatorTest.class.getSimpleName());
+      PlanNodeId planNodeId4 = new PlanNodeId("4");
+      fragmentInstanceContext.addOperatorContext(
+          4, planNodeId4, DeviceViewOperatorTest.class.getSimpleName());
+      PlanNodeId planNodeId5 = new PlanNodeId("5");
+      fragmentInstanceContext.addOperatorContext(
+          5, planNodeId5, DeviceMergeOperator.class.getSimpleName());
+
+      List<TSDataType> dataTypes = new ArrayList<>();
+      dataTypes.add(TSDataType.TEXT);
+      dataTypes.add(TSDataType.INT32);
+      MeasurementPath measurementPath1 =
+          new MeasurementPath(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0.sensor0", TSDataType.INT32);
+      SeriesScanOperator seriesScanOperator1 =
+          new SeriesScanOperator(
+              planNodeId1,
+              measurementPath1,
+              Collections.singleton("sensor0"),
+              TSDataType.INT32,
+              fragmentInstanceContext.getOperatorContexts().get(0),
+              null,
+              null,
+              true);
+      List<TsFileResource> seqResources1 = new ArrayList<>();
+      List<TsFileResource> unSeqResources1 = new ArrayList<>();
+      seqResources1.add(seqResources.get(0));
+      seqResources1.add(seqResources.get(1));
+      seqResources1.add(seqResources.get(3));
+      unSeqResources1.add(unSeqResources.get(0));
+      unSeqResources1.add(unSeqResources.get(1));
+      unSeqResources1.add(unSeqResources.get(3));
+      unSeqResources1.add(unSeqResources.get(5));
+      seriesScanOperator1.initQueryDataSource(new QueryDataSource(seqResources1, unSeqResources1));
+      DeviceViewOperator deviceViewOperator1 =
+          new DeviceViewOperator(
+              fragmentInstanceContext.getOperatorContexts().get(2),
+              Collections.singletonList(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0"),
+              Collections.singletonList(seriesScanOperator1),
+              Collections.singletonList(Collections.singletonList(1)),
+              dataTypes);
+
+      SeriesScanOperator seriesScanOperator2 =
+          new SeriesScanOperator(
+              planNodeId2,
+              measurementPath1,
+              Collections.singleton("sensor0"),
+              TSDataType.INT32,
+              fragmentInstanceContext.getOperatorContexts().get(1),
+              null,
+              null,
+              true);
+      List<TsFileResource> seqResources2 = new ArrayList<>();
+      List<TsFileResource> unSeqResources2 = new ArrayList<>();
+      seqResources2.add(seqResources.get(2));
+      seqResources2.add(seqResources.get(4));
+      unSeqResources2.add(unSeqResources.get(2));
+      unSeqResources2.add(unSeqResources.get(4));
+      seriesScanOperator2.initQueryDataSource(new QueryDataSource(seqResources2, unSeqResources2));
+      DeviceViewOperator deviceViewOperator2 =
+          new DeviceViewOperator(
+              fragmentInstanceContext.getOperatorContexts().get(3),
+              Collections.singletonList(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0"),
+              Collections.singletonList(seriesScanOperator2),
+              Collections.singletonList(Collections.singletonList(1)),
+              dataTypes);
+
+      List<String> devices = new ArrayList<>();
+      devices.add(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0");
+      List<Operator> deviceOperators = new ArrayList<>();
+      deviceOperators.add(deviceViewOperator1);
+      deviceOperators.add(deviceViewOperator2);
+      DeviceMergeOperator deviceMergeOperator =
+          new DeviceMergeOperator(
+              fragmentInstanceContext.getOperatorContexts().get(4),
+              devices,
+              deviceOperators,
+              new TimeSelector(500, true),
+              new AscTimeComparator());
+
+      int count = 0;
+      while (deviceMergeOperator.hasNext()) {
+        TsBlock tsBlock = deviceMergeOperator.next();
+        assertEquals(2, tsBlock.getValueColumnCount());
+        assertEquals(20, tsBlock.getPositionCount());
+        for (int i = 0; i < tsBlock.getPositionCount(); i++) {
+          long expectedTime = i + 20L * (count % 25);
+          assertEquals(expectedTime, tsBlock.getTimeByIndex(i));
+          assertEquals(
+              DEVICE_MERGE_OPERATOR_TEST_SG + ".device0",
+              tsBlock.getColumn(0).getBinary(i).getStringValue());
+          if (expectedTime < 200) {
+            assertEquals(20000 + expectedTime, tsBlock.getColumn(1).getInt(i));
+          } else if (expectedTime < 260
+              || (expectedTime >= 300 && expectedTime < 380)
+              || expectedTime >= 400) {
+            assertEquals(10000 + expectedTime, tsBlock.getColumn(1).getInt(i));
+          } else {
+            assertEquals(expectedTime, tsBlock.getColumn(1).getInt(i));
+          }
+        }
+        count++;
+      }
+      assertEquals(25, count);
+    } catch (IllegalPathException e) {
+      e.printStackTrace();
+      fail();
+    }
+  }
+
+  /**
+   * Construct DeviceMergeOperator with the same and different device at the same time in two
+   * DeviceViewOperators.
+   *
+   * <p>DeviceViewOperator1: [seriesScanOperator: [device0.sensor0], [device1.sensor1]],
+   *
+   * <p>DeviceViewOperator2: [seriesScanOperator: [device0.sensor0]]
+   *
+   * <p>the result tsBlock should be like [Device, sensor0, sensor1]. The sensor1 column of device0
+   * and the sensor0 column of device1 should be null.
+   */
+  @Test
+  public void deviceMergeOperatorTest3() {
+    ExecutorService instanceNotificationExecutor =
+        IoTDBThreadPoolFactory.newFixedThreadPool(1, "test-instance-notification");
+    try {
+      // Construct operator tree
+      QueryId queryId = new QueryId("stub_query");
+      FragmentInstanceId instanceId =
+          new FragmentInstanceId(new PlanFragmentId(queryId, 0), "stub-instance");
+      FragmentInstanceStateMachine stateMachine =
+          new FragmentInstanceStateMachine(instanceId, instanceNotificationExecutor);
+      FragmentInstanceContext fragmentInstanceContext =
+          createFragmentInstanceContext(instanceId, stateMachine);
+      PlanNodeId planNodeId1 = new PlanNodeId("1");
+      fragmentInstanceContext.addOperatorContext(
+          1, planNodeId1, SeriesScanOperator.class.getSimpleName());
+      PlanNodeId planNodeId2 = new PlanNodeId("2");
+      fragmentInstanceContext.addOperatorContext(
+          2, planNodeId2, SeriesScanOperator.class.getSimpleName());
+      PlanNodeId planNodeId3 = new PlanNodeId("3");
+      fragmentInstanceContext.addOperatorContext(
+          3, planNodeId3, SeriesScanOperator.class.getSimpleName());
+      fragmentInstanceContext.addOperatorContext(
+          4, new PlanNodeId("4"), DeviceViewOperatorTest.class.getSimpleName());
+      fragmentInstanceContext.addOperatorContext(
+          5, new PlanNodeId("5"), DeviceViewOperatorTest.class.getSimpleName());
+      fragmentInstanceContext.addOperatorContext(
+          6, new PlanNodeId("6"), DeviceMergeOperator.class.getSimpleName());
+
+      List<TSDataType> dataTypes = new ArrayList<>();
+      dataTypes.add(TSDataType.TEXT);
+      dataTypes.add(TSDataType.INT32);
+      dataTypes.add(TSDataType.INT32);
+      MeasurementPath measurementPath1 =
+          new MeasurementPath(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0.sensor0", TSDataType.INT32);
+      SeriesScanOperator seriesScanOperator1 =
+          new SeriesScanOperator(
+              planNodeId1,
+              measurementPath1,
+              Collections.singleton("sensor0"),
+              TSDataType.INT32,
+              fragmentInstanceContext.getOperatorContexts().get(0),
+              null,
+              null,
+              true);
+      List<TsFileResource> seqResources1 = new ArrayList<>();
+      List<TsFileResource> unSeqResources1 = new ArrayList<>();
+      seqResources1.add(seqResources.get(0));
+      seqResources1.add(seqResources.get(1));
+      seqResources1.add(seqResources.get(3));
+      unSeqResources1.add(unSeqResources.get(0));
+      unSeqResources1.add(unSeqResources.get(1));
+      unSeqResources1.add(unSeqResources.get(3));
+      unSeqResources1.add(unSeqResources.get(5));
+      seriesScanOperator1.initQueryDataSource(new QueryDataSource(seqResources1, unSeqResources1));
+      MeasurementPath measurementPath2 =
+          new MeasurementPath(DEVICE_MERGE_OPERATOR_TEST_SG + ".device1.sensor1", TSDataType.INT32);
+      SeriesScanOperator seriesScanOperator2 =
+          new SeriesScanOperator(
+              planNodeId2,
+              measurementPath2,
+              Collections.singleton("sensor1"),
+              TSDataType.INT32,
+              fragmentInstanceContext.getOperatorContexts().get(1),
+              null,
+              null,
+              true);
+      seriesScanOperator2.initQueryDataSource(new QueryDataSource(seqResources, unSeqResources));
+      List<String> devices = new ArrayList<>();
+      devices.add(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0");
+      devices.add(DEVICE_MERGE_OPERATOR_TEST_SG + ".device1");
+      List<Operator> deviceOperators = new ArrayList<>();
+      deviceOperators.add(seriesScanOperator1);
+      deviceOperators.add(seriesScanOperator2);
+      List<List<Integer>> deviceColumnIndex = new ArrayList<>();
+      deviceColumnIndex.add(Collections.singletonList(1));
+      deviceColumnIndex.add(Collections.singletonList(2));
+      DeviceViewOperator deviceViewOperator1 =
+          new DeviceViewOperator(
+              fragmentInstanceContext.getOperatorContexts().get(3),
+              devices,
+              deviceOperators,
+              deviceColumnIndex,
+              dataTypes);
+
+      SeriesScanOperator seriesScanOperator3 =
+          new SeriesScanOperator(
+              planNodeId3,
+              measurementPath1,
+              Collections.singleton("sensor0"),
+              TSDataType.INT32,
+              fragmentInstanceContext.getOperatorContexts().get(2),
+              null,
+              null,
+              true);
+      List<TsFileResource> seqResources2 = new ArrayList<>();
+      List<TsFileResource> unSeqResources2 = new ArrayList<>();
+      seqResources2.add(seqResources.get(2));
+      seqResources2.add(seqResources.get(4));
+      unSeqResources2.add(unSeqResources.get(2));
+      unSeqResources2.add(unSeqResources.get(4));
+      seriesScanOperator3.initQueryDataSource(new QueryDataSource(seqResources2, unSeqResources2));
+      DeviceViewOperator deviceViewOperator2 =
+          new DeviceViewOperator(
+              fragmentInstanceContext.getOperatorContexts().get(4),
+              Collections.singletonList(DEVICE_MERGE_OPERATOR_TEST_SG + ".device0"),
+              Collections.singletonList(seriesScanOperator3),
+              Collections.singletonList(Collections.singletonList(1)),
+              dataTypes);
+
+      List<Operator> deviceViewOperators = new ArrayList<>();
+      deviceViewOperators.add(deviceViewOperator1);
+      deviceViewOperators.add(deviceViewOperator2);
+      DeviceMergeOperator deviceMergeOperator =
+          new DeviceMergeOperator(
+              fragmentInstanceContext.getOperatorContexts().get(5),
+              devices,
+              deviceViewOperators,
+              new TimeSelector(500, true),
+              new AscTimeComparator());
+
+      int count = 0;
+      while (deviceMergeOperator.hasNext()) {
+        TsBlock tsBlock = deviceMergeOperator.next();
+        assertEquals(3, tsBlock.getValueColumnCount());
+        assertEquals(20, tsBlock.getPositionCount());
+        for (int i = 0; i < tsBlock.getPositionCount(); i++) {
+          long expectedTime = i + 20L * (count % 25);
+          assertEquals(expectedTime, tsBlock.getTimeByIndex(i));
+          assertEquals(
+              count < 25
+                  ? DEVICE_MERGE_OPERATOR_TEST_SG + ".device0"
+                  : DEVICE_MERGE_OPERATOR_TEST_SG + ".device1",
+              tsBlock.getColumn(0).getBinary(i).getStringValue());
+          if (expectedTime < 200) {
+            if (!tsBlock.getColumn(1).isNull(i)) {
+              assertEquals(20000 + expectedTime, tsBlock.getColumn(1).getInt(i));
+              assertTrue(tsBlock.getColumn(2).isNull(i));
+            } else {
+              assertEquals(20000 + expectedTime, tsBlock.getColumn(2).getInt(i));
+            }
+          } else if (expectedTime < 260
+              || (expectedTime >= 300 && expectedTime < 380)
+              || expectedTime >= 400) {
+            if (!tsBlock.getColumn(1).isNull(i)) {
+              assertEquals(10000 + expectedTime, tsBlock.getColumn(1).getInt(i));
+              assertTrue(tsBlock.getColumn(2).isNull(i));
+            } else {
+              assertEquals(10000 + expectedTime, tsBlock.getColumn(2).getInt(i));
+            }
+          } else {
+            if (!tsBlock.getColumn(1).isNull(i)) {
+              assertEquals(expectedTime, tsBlock.getColumn(1).getInt(i));
+              assertTrue(tsBlock.getColumn(2).isNull(i));
+            } else {
+              assertEquals(expectedTime, tsBlock.getColumn(2).getInt(i));
+            }
+          }
+        }
+        count++;
+      }
+      assertEquals(50, count);
+    } catch (IllegalPathException e) {
+      e.printStackTrace();
+      fail();
+    }
+  }
+}
diff --git a/server/src/test/java/org/apache/iotdb/db/mpp/execution/operator/DeviceViewOperatorTest.java b/server/src/test/java/org/apache/iotdb/db/mpp/execution/operator/DeviceViewOperatorTest.java
index 5cd01f165b..f0883eba5d 100644
--- a/server/src/test/java/org/apache/iotdb/db/mpp/execution/operator/DeviceViewOperatorTest.java
+++ b/server/src/test/java/org/apache/iotdb/db/mpp/execution/operator/DeviceViewOperatorTest.java
@@ -55,7 +55,7 @@ import static org.junit.Assert.fail;
 
 public class DeviceViewOperatorTest {
 
-  private static final String DEVICE_MERGE_OPERATOR_TEST_SG = "root.DeviceMergeOperatorTest";
+  private static final String DEVICE_MERGE_OPERATOR_TEST_SG = "root.DeviceViewOperatorTest";
   private final List<String> deviceIds = new ArrayList<>();
   private final List<MeasurementSchema> measurementSchemas = new ArrayList<>();
 
@@ -142,7 +142,7 @@ public class DeviceViewOperatorTest {
       dataTypes.add(TSDataType.INT32);
       dataTypes.add(TSDataType.INT32);
 
-      DeviceViewOperator deviceMergeOperator =
+      DeviceViewOperator deviceViewOperator =
           new DeviceViewOperator(
               fragmentInstanceContext.getOperatorContexts().get(2),
               devices,
@@ -150,8 +150,8 @@ public class DeviceViewOperatorTest {
               deviceColumnIndex,
               dataTypes);
       int count = 0;
-      while (deviceMergeOperator.hasNext()) {
-        TsBlock tsBlock = deviceMergeOperator.next();
+      while (deviceViewOperator.hasNext()) {
+        TsBlock tsBlock = deviceViewOperator.next();
         assertEquals(3, tsBlock.getValueColumnCount());
         assertEquals(20, tsBlock.getPositionCount());
         for (int i = 0; i < tsBlock.getPositionCount(); i++) {