mqliang commented on a change in pull request #6710:
URL: https://github.com/apache/incubator-pinot/pull/6710#discussion_r606099691



##########
File path: 
pinot-core/src/main/java/org/apache/pinot/core/common/datatable/BaseDataTable.java
##########
@@ -0,0 +1,283 @@
+/**
+ * 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 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 org.apache.pinot.common.utils.DataSchema;
+import org.apache.pinot.common.utils.DataTable;
+import org.apache.pinot.common.utils.StringUtil;
+import org.apache.pinot.core.common.ObjectSerDeUtils;
+import org.apache.pinot.spi.utils.ByteArray;
+import org.apache.pinot.spi.utils.BytesUtils;
+
+import static 
org.apache.pinot.core.common.datatable.DataTableUtils.decodeString;
+
+
+/**
+ * Base implementation of the DataTable interface.
+ */
+public abstract class BaseDataTable implements DataTable {
+  protected int _numRows;
+  protected int _numColumns;
+  protected DataSchema _dataSchema;
+  protected int[] _columnOffsets;
+  protected int _rowSizeInBytes;
+  protected Map<String, Map<Integer, String>> _dictionaryMap;
+  protected byte[] _fixedSizeDataBytes;
+  protected ByteBuffer _fixedSizeData;
+  protected byte[] _variableSizeDataBytes;
+  protected ByteBuffer _variableSizeData;
+  protected Map<String, String> _metadata;
+
+  public BaseDataTable(int numRows, DataSchema dataSchema, Map<String, 
Map<Integer, String>> dictionaryMap,
+      byte[] fixedSizeDataBytes, byte[] variableSizeDataBytes) {
+    _numRows = numRows;
+    _numColumns = dataSchema.size();
+    _dataSchema = dataSchema;
+    _columnOffsets = new int[_numColumns];
+    _rowSizeInBytes = DataTableUtils.computeColumnOffsets(dataSchema, 
_columnOffsets);
+    _dictionaryMap = dictionaryMap;
+    _fixedSizeDataBytes = fixedSizeDataBytes;
+    _fixedSizeData = ByteBuffer.wrap(fixedSizeDataBytes);
+    _variableSizeDataBytes = variableSizeDataBytes;
+    _variableSizeData = ByteBuffer.wrap(variableSizeDataBytes);
+    _metadata = new HashMap<>();
+  }
+
+  /**
+   * Construct empty data table. (Server side)
+   */
+  public BaseDataTable() {
+    _numRows = 0;
+    _numColumns = 0;
+    _dataSchema = null;
+    _columnOffsets = null;
+    _rowSizeInBytes = 0;
+    _dictionaryMap = null;
+    _fixedSizeDataBytes = null;
+    _fixedSizeData = null;
+    _variableSizeDataBytes = null;
+    _variableSizeData = null;
+    _metadata = new HashMap<>();
+  }
+
+  /**
+   * Helper method to serialize dictionary map.
+   */
+  protected byte[] serializeDictionaryMap(Map<String, Map<Integer, String>> 
dictionaryMap)
+      throws IOException {
+    ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
+    DataOutputStream dataOutputStream = new 
DataOutputStream(byteArrayOutputStream);
+
+    dataOutputStream.writeInt(dictionaryMap.size());
+    for (Map.Entry<String, Map<Integer, String>> dictionaryMapEntry : 
dictionaryMap.entrySet()) {
+      String columnName = dictionaryMapEntry.getKey();
+      Map<Integer, String> dictionary = dictionaryMapEntry.getValue();
+      byte[] bytes = StringUtil.encodeUtf8(columnName);
+      dataOutputStream.writeInt(bytes.length);
+      dataOutputStream.write(bytes);
+      dataOutputStream.writeInt(dictionary.size());
+
+      for (Map.Entry<Integer, String> dictionaryEntry : dictionary.entrySet()) 
{
+        dataOutputStream.writeInt(dictionaryEntry.getKey());
+        byte[] valueBytes = StringUtil.encodeUtf8(dictionaryEntry.getValue());
+        dataOutputStream.writeInt(valueBytes.length);
+        dataOutputStream.write(valueBytes);
+      }
+    }
+
+    return byteArrayOutputStream.toByteArray();
+  }
+
+  /**
+   * Helper method to deserialize dictionary map.
+   */
+  protected Map<String, Map<Integer, String>> deserializeDictionaryMap(byte[] 
bytes)
+      throws IOException {
+    try (ByteArrayInputStream byteArrayInputStream = new 
ByteArrayInputStream(bytes);
+        DataInputStream dataInputStream = new 
DataInputStream(byteArrayInputStream)) {
+      int numDictionaries = dataInputStream.readInt();
+      Map<String, Map<Integer, String>> dictionaryMap = new 
HashMap<>(numDictionaries);
+
+      for (int i = 0; i < numDictionaries; i++) {
+        String column = decodeString(dataInputStream);
+        int dictionarySize = dataInputStream.readInt();
+        Map<Integer, String> dictionary = new HashMap<>(dictionarySize);
+        for (int j = 0; j < dictionarySize; j++) {
+          int key = dataInputStream.readInt();
+          String value = decodeString(dataInputStream);
+          dictionary.put(key, value);
+        }
+        dictionaryMap.put(column, dictionary);
+      }
+
+      return dictionaryMap;
+    }
+  }
+
+  public Map<String, String> getMetadata() {

Review comment:
       fixed in https://github.com/apache/incubator-pinot/pull/6738




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