buchireddy commented on a change in pull request #4321: #4317 Feature/variable 
length bytes offline dictionary for indexing bytes and string dicts.
URL: https://github.com/apache/incubator-pinot/pull/4321#discussion_r300765246
 
 

 ##########
 File path: 
pinot-core/src/main/java/org/apache/pinot/core/io/util/VarLengthBytesValueReaderWriter.java
 ##########
 @@ -0,0 +1,196 @@
+/**
+ * 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.io.util;
+
+import com.google.common.base.Preconditions;
+import java.io.Closeable;
+import java.io.IOException;
+import java.util.Arrays;
+import org.apache.pinot.common.utils.StringUtil;
+import org.apache.pinot.core.segment.memory.PinotDataBuffer;
+
+/**
+ * Implementation of {@link ValueReader} that will allow each value to be of 
variable
+ * length and there by avoiding the unnecessary padding.
+ *
+ * The layout of the file is as follows:
+ * <p> Header Section: </p>
+ * <ul>
+ *   <li> Magic header byte sequence. </li>
+ * </ul>
+ *
+ * <p> Values: </p>
+ * <ul>
+ *   <li> Integer offsets to start position of byte arrays. </li>
+ *   <li> All byte arrays. </li>
+ * </ul>
+ *
+ * Only sequential writes are supported.
+ *
+ * @see FixedByteValueReaderWriter
+ */
+public class VarLengthBytesValueReaderWriter implements Closeable, ValueReader 
{
+
+  /**
+   * Header used to identify the dictionary files written in variable length 
bytes
+   * format. Keeping this a mix of alphanumeric with special character to avoid
+   * collisions with the regular int/string dictionary values written in fixed 
size
+   * format.
+   */
+  private static final byte[] MAGIC_HEADER = StringUtil.encodeUtf8("....vl1;");
+  private static final int MAGIC_HEADER_LENGTH = MAGIC_HEADER.length;
+  private static final int INDEX_ARRAY_START_OFFSET = MAGIC_HEADER.length + 
Integer.BYTES;
+
+  private final PinotDataBuffer _dataBuffer;
+  private transient int _numElements;
+
+  public VarLengthBytesValueReaderWriter(PinotDataBuffer dataBuffer) {
+    this._dataBuffer = dataBuffer;
+  }
+
+  public static long getRequiredSize(byte[][] byteArrays) {
 
 Review comment:
   Filed https://github.com/apache/incubator-pinot/issues/4393 to handle this.

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