mqliang commented on a change in pull request #6710:
URL: https://github.com/apache/incubator-pinot/pull/6710#discussion_r604446232



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/common/datatable/DataTableImplV3.java
##########
@@ -0,0 +1,397 @@
+/**
+ * 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.pinot.core.common.datatable;
+
+import com.google.common.primitives.Ints;
+import com.google.common.primitives.Longs;
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Optional;
+import org.apache.pinot.common.response.ProcessingException;
+import org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.common.utils.StringUtil;
+import org.apache.pinot.core.query.request.context.ThreadTimer;
+
+import static 
org.apache.pinot.common.utils.DataTable.MetadataKeys.THREAD_CPU_TIME_NS;
+import static 
org.apache.pinot.core.common.datatable.DataTableBuilder.VERSION_3;
+
+
+/**
+ * Datatable V3 implementation.
+ * The layout of serialized V3 datatable looks like:
+ *     +-----------------------------------------------+
+ *     | 13 bytes of header:                           |
+ *     | VERSION                                       |
+ *     | NUM_ROWS                                      |
+ *     | NUM_COLUMNS                                   |
+ *     | EXCEPTIONS SECTION START OFFSET               |
+ *     | EXCEPTIONS SECTION LENGTH                     |
+ *     | DICTIONARY_MAP SECTION START OFFSET           |
+ *     | DICTIONARY_MAP SECTION LENGTH                 |
+ *     | DATA_SCHEMA SECTION START OFFSET              |
+ *     | DATA_SCHEMA SECTION LENGTH                    |
+ *     | FIXED_SIZE_DATA SECTION START OFFSET          |
+ *     | FIXED_SIZE_DATA SECTION LENGTH                |
+ *     | VARIABLE_SIZE_DATA SECTION START OFFSET       |
+ *     | VARIABLE_SIZE_DATA SECTION LENGTH             |
+ *     +-----------------------------------------------+
+ *     | EXCEPTIONS SECTION                            |
+ *     +-----------------------------------------------+
+ *     | DICTIONARY_MAP SECTION                        |
+ *     +-----------------------------------------------+
+ *     | DATA_SCHEMA SECTION                           |
+ *     +-----------------------------------------------+
+ *     | FIXED_SIZE_DATA SECTION                       |
+ *     +-----------------------------------------------+
+ *     | VARIABLE_SIZE_DATA SECTION                    |
+ *     +-----------------------------------------------+
+ *     | METADATA LENGTH                               |
+ *     | METADATA SECTION                              |
+ *     +-----------------------------------------------+
+ */
+public class DataTableImplV3 extends DataTableImplBase {
+  private static final int HEADER_SIZE = Integer.BYTES * 13;
+  // _exceptions stores exceptions as a map of errorCode->errorMessage
+  private final Map<Integer, String> _exceptions;
+
+  /**
+   * Construct data table with results. (Server side)
+   */
+  public DataTableImplV3(int numRows, DataSchema dataSchema, Map<String, 
Map<Integer, String>> dictionaryMap,
+      byte[] fixedSizeDataBytes, byte[] variableSizeDataBytes) {
+    super(numRows, dataSchema, dictionaryMap, fixedSizeDataBytes, 
variableSizeDataBytes);
+    _exceptions = new HashMap<>();
+  }
+
+  /**
+   * Construct empty data table. (Server side)
+   */
+  public DataTableImplV3() {
+    super();
+    _exceptions = new HashMap<>();
+  }
+
+  /**
+   * Construct data table from byte array. (broker side)
+   */
+  public DataTableImplV3(ByteBuffer byteBuffer)
+      throws IOException {
+    // Read header.
+    _numRows = byteBuffer.getInt();
+    _numColumns = byteBuffer.getInt();
+    int exceptionsStart = byteBuffer.getInt();
+    int exceptionsLength = byteBuffer.getInt();
+    int dictionaryMapStart = byteBuffer.getInt();
+    int dictionaryMapLength = byteBuffer.getInt();
+    int dataSchemaStart = byteBuffer.getInt();
+    int dataSchemaLength = byteBuffer.getInt();
+    int fixedSizeDataStart = byteBuffer.getInt();
+    int fixedSizeDataLength = byteBuffer.getInt();
+    int variableSizeDataStart = byteBuffer.getInt();
+    int variableSizeDataLength = byteBuffer.getInt();
+
+    // Read exceptions.
+    if (exceptionsLength != 0) {
+      byte[] exceptionsBytes = new byte[exceptionsLength];
+      byteBuffer.position(exceptionsStart);
+      byteBuffer.get(exceptionsBytes);
+      _exceptions = deserializeExceptions(exceptionsBytes);
+    } else {
+      _exceptions = new HashMap<>();
+    }
+
+    // Read dictionary.
+    if (dictionaryMapLength != 0) {
+      byte[] dictionaryMapBytes = new byte[dictionaryMapLength];
+      byteBuffer.position(dictionaryMapStart);
+      byteBuffer.get(dictionaryMapBytes);
+      _dictionaryMap = deserializeDictionaryMap(dictionaryMapBytes);
+    } else {
+      _dictionaryMap = null;
+    }
+
+    // Read data schema.
+    if (dataSchemaLength != 0) {
+      byte[] schemaBytes = new byte[dataSchemaLength];
+      byteBuffer.position(dataSchemaStart);
+      byteBuffer.get(schemaBytes);
+      _dataSchema = DataSchema.fromBytes(schemaBytes);
+      _columnOffsets = new int[_dataSchema.size()];
+      _rowSizeInBytes = DataTableUtils.computeColumnOffsets(_dataSchema, 
_columnOffsets);
+    } else {
+      _dataSchema = null;
+      _columnOffsets = null;
+      _rowSizeInBytes = 0;
+    }
+
+    // Read fixed size data.
+    if (fixedSizeDataLength != 0) {
+      _fixedSizeDataBytes = new byte[fixedSizeDataLength];
+      byteBuffer.position(fixedSizeDataStart);
+      byteBuffer.get(_fixedSizeDataBytes);
+      _fixedSizeData = ByteBuffer.wrap(_fixedSizeDataBytes);
+    } else {
+      _fixedSizeDataBytes = null;
+      _fixedSizeData = null;
+    }
+
+    // Read variable size data.
+    if (variableSizeDataLength != 0) {
+      _variableSizeDataBytes = new byte[variableSizeDataLength];
+      byteBuffer.position(variableSizeDataStart);
+      byteBuffer.get(_variableSizeDataBytes);
+      _variableSizeData = ByteBuffer.wrap(_variableSizeDataBytes);
+    } else {
+      _variableSizeDataBytes = null;
+      _variableSizeData = null;
+    }
+
+    // Read metadata.
+    int metadataLength = byteBuffer.getInt();

Review comment:
       done




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