diff --git a/core/src/main/java/org/apache/carbondata/core/constants/CarbonCommonConstants.java b/core/src/main/java/org/apache/carbondata/core/constants/CarbonCommonConstants.java
index d324b2d0200..c12a657f164 100644
--- a/core/src/main/java/org/apache/carbondata/core/constants/CarbonCommonConstants.java
+++ b/core/src/main/java/org/apache/carbondata/core/constants/CarbonCommonConstants.java
@@ -632,12 +632,14 @@ public final class CarbonCommonConstants {
   public static final String BYTE_TYPE = "ByteType";
   public static final String SHORT_TYPE = "ShortType";
   public static final String DECIMAL_TYPE = "DecimalType";
+  public static final String BINARY_TYPE = "BinaryType";
   public static final String STRING = "String";
 
   public static final String INTEGER = "Integer";
   public static final String SHORT = "Short";
   public static final String NUMERIC = "Numeric";
   public static final String TIMESTAMP = "Timestamp";
+  public static final String BINARY = "Binary";
   public static final String ARRAY = "array";
   public static final String STRUCT = "struct";
   public static final String MAP = "map";
diff --git a/core/src/main/java/org/apache/carbondata/core/datastore/page/ColumnPage.java b/core/src/main/java/org/apache/carbondata/core/datastore/page/ColumnPage.java
index 1330aa35924..c43713c5def 100644
--- a/core/src/main/java/org/apache/carbondata/core/datastore/page/ColumnPage.java
+++ b/core/src/main/java/org/apache/carbondata/core/datastore/page/ColumnPage.java
@@ -200,7 +200,8 @@ public static ColumnPage newPage(TableSpec.ColumnSpec columnSpec, DataType dataT
         instance = new UnsafeDecimalColumnPage(columnSpec, dataType, pageSize);
       } else if (dataType == DataTypes.STRING
           || dataType == DataTypes.BYTE_ARRAY
-          || dataType == DataTypes.VARCHAR) {
+          || dataType == DataTypes.VARCHAR
+          || dataType == DataTypes.BINARY) {
         instance = new UnsafeVarLengthColumnPage(columnSpec, dataType, pageSize);
       } else {
         throw new RuntimeException("Unsupported data dataType: " + dataType);
@@ -224,7 +225,8 @@ public static ColumnPage newPage(TableSpec.ColumnSpec columnSpec, DataType dataT
         instance = newDecimalPage(columnSpec, new byte[pageSize][]);
       } else if (dataType == DataTypes.STRING
           || dataType == DataTypes.BYTE_ARRAY
-          || dataType == DataTypes.VARCHAR) {
+          || dataType == DataTypes.VARCHAR
+          || dataType == DataTypes.BINARY) {
         instance = new SafeVarLengthColumnPage(columnSpec, dataType, pageSize);
       } else {
         throw new RuntimeException("Unsupported data dataType: " + dataType);
@@ -321,6 +323,12 @@ private static ColumnPage newFixedByteArrayPage(TableSpec.ColumnSpec columnSpec,
     return fixLengthByteArrayPage;
   }
 
+  private static ColumnPage newBinaryPage(TableSpec.ColumnSpec columnSpec,
+      byte[] lvEncodedByteArray, int offset, int length) throws MemoryException {
+    return VarLengthColumnPageBase.newBinaryColumnPage(
+        columnSpec, lvEncodedByteArray, offset, length);
+  }
+
   /**
    * Set byte values to page
    */
@@ -402,6 +410,8 @@ public void putData(int rowId, Object value) {
         || dataType == DataTypes.VARCHAR) {
       putBytes(rowId, (byte[]) value);
       statsCollector.update((byte[]) value);
+    } else if (dataType == DataTypes.BINARY) {
+      putBytes(rowId, (byte[]) value);
     } else {
       throw new RuntimeException("unsupported data type: " + dataType);
     }
@@ -707,6 +717,8 @@ public byte[] compress(Compressor compressor) throws MemoryException, IOExceptio
             || columnSpec.getColumnType() == ColumnType.PLAIN_LONG_VALUE
             || columnSpec.getColumnType() == ColumnType.PLAIN_VALUE)) {
       return compressor.compressByte(getComplexParentFlattenedBytePage());
+    } else if (dataType == DataTypes.BINARY) {
+      return getLVFlattenedBytePage();
     } else if (dataType == DataTypes.BYTE_ARRAY) {
       return compressor.compressByte(getLVFlattenedBytePage());
     } else {
@@ -771,6 +783,8 @@ public static ColumnPage decompress(ColumnPageEncoderMeta meta, byte[] compresse
     } else if (storeDataType == DataTypes.BYTE_ARRAY) {
       byte[] lvVarBytes = compressor.unCompressByte(compressedData, offset, length);
       return newLVBytesPage(columnSpec, lvVarBytes, CarbonCommonConstants.INT_SIZE_IN_BYTE);
+    } else if (storeDataType == DataTypes.BINARY) {
+      return newBinaryPage(columnSpec, compressedData, offset, length);
     } else {
       throw new UnsupportedOperationException(
           "unsupport uncompress column page: " + meta.getStoreDataType());
diff --git a/core/src/main/java/org/apache/carbondata/core/datastore/page/UnsafeVarLengthColumnPage.java b/core/src/main/java/org/apache/carbondata/core/datastore/page/UnsafeVarLengthColumnPage.java
index ae57dcd7ffe..6f6d16663be 100644
--- a/core/src/main/java/org/apache/carbondata/core/datastore/page/UnsafeVarLengthColumnPage.java
+++ b/core/src/main/java/org/apache/carbondata/core/datastore/page/UnsafeVarLengthColumnPage.java
@@ -24,6 +24,7 @@
 import org.apache.carbondata.core.memory.MemoryException;
 import org.apache.carbondata.core.memory.UnsafeMemoryManager;
 import org.apache.carbondata.core.metadata.datatype.DataType;
+import org.apache.carbondata.core.metadata.datatype.DataTypes;
 
 /**
  * This extension uses unsafe memory to store page data, for variable length data type (string)
@@ -36,7 +37,11 @@ public class UnsafeVarLengthColumnPage extends VarLengthColumnPageBase {
   UnsafeVarLengthColumnPage(TableSpec.ColumnSpec columnSpec, DataType dataType, int pageSize)
       throws MemoryException {
     super(columnSpec, dataType, pageSize);
-    capacity = (int) (pageSize * DEFAULT_ROW_SIZE * FACTOR);
+    if (dataType == DataTypes.BINARY) {
+      capacity = (int) (pageSize * DEFAULT_BINARY_SIZE * FACTOR);
+    } else {
+      capacity = (int) (pageSize * DEFAULT_ROW_SIZE * FACTOR);
+    }
     memoryBlock = UnsafeMemoryManager.allocateMemoryWithRetry(taskId, (long) (capacity));
     baseAddress = memoryBlock.getBaseObject();
     baseOffset = memoryBlock.getBaseOffset();
diff --git a/core/src/main/java/org/apache/carbondata/core/datastore/page/VarLengthColumnPageBase.java b/core/src/main/java/org/apache/carbondata/core/datastore/page/VarLengthColumnPageBase.java
index 4edd2014e1d..fe5f3c5c13c 100644
--- a/core/src/main/java/org/apache/carbondata/core/datastore/page/VarLengthColumnPageBase.java
+++ b/core/src/main/java/org/apache/carbondata/core/datastore/page/VarLengthColumnPageBase.java
@@ -18,6 +18,8 @@
 package org.apache.carbondata.core.datastore.page;
 
 import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
 
 import org.apache.carbondata.core.constants.CarbonCommonConstants;
 import org.apache.carbondata.core.constants.CarbonV3DataFormatConstants;
@@ -41,6 +43,7 @@ public abstract class VarLengthColumnPageBase extends ColumnPage {
   static final int longBits = DataTypes.LONG.getSizeBits();
   // default size for each row, grows as needed
   static final int DEFAULT_ROW_SIZE = 8;
+  static final int DEFAULT_BINARY_SIZE = 512;
 
   static final double FACTOR = 1.25;
 
@@ -139,6 +142,12 @@ static ColumnPage newLVBytesColumnPage(TableSpec.ColumnSpec columnSpec, byte[] l
     return getLVBytesColumnPage(columnSpec, lvEncodedBytes, DataTypes.BYTE_ARRAY, lvLength);
   }
 
+  static ColumnPage newBinaryColumnPage(TableSpec.ColumnSpec columnSpec, byte[] lvEncodedBytes,
+      int offset, int length)
+      throws MemoryException {
+    return getBinaryColumnPage(columnSpec, lvEncodedBytes, DataTypes.BINARY, offset, length);
+  }
+
   /**
    * Create a new column page based on the LV (Length Value) encoded bytes
    */
@@ -267,6 +276,50 @@ private static VarLengthColumnPageBase getVarLengthColumnPage(TableSpec.ColumnSp
     return page;
   }
 
+  private static ColumnPage getBinaryColumnPage(TableSpec.ColumnSpec columnSpec,
+      byte[] lvEncodedBytes, DataType dataType, int start, int len) throws MemoryException {
+    // extract length and data, set them to rowOffset and unsafe memory correspondingly
+    int rowId = 0;
+
+    ColumnPage rowOffset = ColumnPage.newPage(columnSpec, DataTypes.BINARY,
+        CarbonV3DataFormatConstants.NUMBER_OF_ROWS_PER_BLOCKLET_COLUMN_PAGE_DEFAULT);
+
+    List<Integer> rowLength = new ArrayList<>();
+    int length;
+    int offset;
+    int lvEncodedOffset = start;
+    int counter = 0;
+    // extract Length field in input and calculate total length
+    for (offset = 0; lvEncodedOffset < len; offset += length) {
+      length = ByteUtil.toInt(lvEncodedBytes, lvEncodedOffset);
+      rowOffset.putInt(counter, offset);
+      rowLength.add(length);
+      lvEncodedOffset += 4 + length;
+      rowId++;
+      counter++;
+    }
+    rowOffset.putInt(counter, offset);
+    int numRows = rowId;
+    VarLengthColumnPageBase page;
+    if (unsafe) {
+      page = new UnsafeVarLengthColumnPage(columnSpec, dataType, numRows);
+    } else {
+      page = new SafeVarLengthColumnPage(columnSpec, dataType, numRows);
+    }
+    // set total length and rowOffset in page
+    page.totalLength = offset;
+    page.rowOffset = rowOffset;
+
+    // set data in page
+    lvEncodedOffset = start;
+    for (int i = 0; i < numRows; i++) {
+      length = rowLength.get(i);
+      page.putBytes(i, lvEncodedBytes, lvEncodedOffset + 4, length);
+      lvEncodedOffset += 4 + length;
+    }
+    return page;
+  }
+
   @Override
   public void putByte(int rowId, byte value) {
     throw new UnsupportedOperationException("invalid data type: " + dataType);
diff --git a/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/ColumnPageEncoderMeta.java b/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/ColumnPageEncoderMeta.java
index 4e041863ef4..55d3989da89 100644
--- a/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/ColumnPageEncoderMeta.java
+++ b/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/ColumnPageEncoderMeta.java
@@ -145,7 +145,7 @@ private void writeMinMax(DataOutput out) throws IOException {
         out.writeInt(-1);
         out.writeInt(-1);
       }
-    } else if (dataType == DataTypes.BYTE_ARRAY) {
+    } else if (dataType == DataTypes.BYTE_ARRAY || dataType == DataTypes.BINARY) {
       // for complex type, it will come here, ignoring stats for complex type
       // TODO: support stats for complex type
     } else {
@@ -189,7 +189,7 @@ private void readMinMax(DataInput in) throws IOException {
       in.readInt();
       // precision field is obsoleted. It is stored in the schema data type in columnSpec
       in.readInt();
-    } else if (dataType == DataTypes.BYTE_ARRAY) {
+    } else if (dataType == DataTypes.BYTE_ARRAY || dataType == DataTypes.BINARY) {
       // for complex type, it will come here, ignoring stats for complex type
       // TODO: support stats for complex type
     } else {
diff --git a/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/DefaultEncodingFactory.java b/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/DefaultEncodingFactory.java
index 1cc2ba84739..0882bc85f03 100644
--- a/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/DefaultEncodingFactory.java
+++ b/core/src/main/java/org/apache/carbondata/core/datastore/page/encoding/DefaultEncodingFactory.java
@@ -113,6 +113,9 @@ private ColumnPageEncoder createEncoderForDimensionLegacy(TableSpec.DimensionSpe
   }
 
   private ColumnPageEncoder createEncoderForMeasure(ColumnPage columnPage) {
+    if (columnPage.getDataType() == DataTypes.BINARY) {
+      return new DirectCompressCodec(columnPage.getDataType()).createEncoder(null);
+    }
     SimpleStatsResult stats = columnPage.getStatistics();
     DataType dataType = stats.getDataType();
     if (dataType == DataTypes.BOOLEAN) {
diff --git a/core/src/main/java/org/apache/carbondata/core/metadata/converter/ThriftWrapperSchemaConverterImpl.java b/core/src/main/java/org/apache/carbondata/core/metadata/converter/ThriftWrapperSchemaConverterImpl.java
index de5985c5c5c..c87664496d3 100644
--- a/core/src/main/java/org/apache/carbondata/core/metadata/converter/ThriftWrapperSchemaConverterImpl.java
+++ b/core/src/main/java/org/apache/carbondata/core/metadata/converter/ThriftWrapperSchemaConverterImpl.java
@@ -152,6 +152,8 @@ private org.apache.carbondata.format.DataType fromWrapperToExternalDataType(Data
       return org.apache.carbondata.format.DataType.DATE;
     } else if (dataType.getId() == DataTypes.TIMESTAMP.getId()) {
       return org.apache.carbondata.format.DataType.TIMESTAMP;
+    } else if (dataType.getId() == DataTypes.BINARY.getId()) {
+      return org.apache.carbondata.format.DataType.BINARY;
     } else if (DataTypes.isArrayType(dataType)) {
       return org.apache.carbondata.format.DataType.ARRAY;
     } else if (DataTypes.isStructType(dataType)) {
@@ -494,6 +496,8 @@ private DataType fromExternalToWrapperDataType(org.apache.carbondata.format.Data
         return DataTypes.TIMESTAMP;
       case DATE:
         return DataTypes.DATE;
+      case BINARY:
+        return DataTypes.BINARY;
       case ARRAY:
         return DataTypes.createDefaultArrayType();
       case STRUCT:
diff --git a/core/src/main/java/org/apache/carbondata/core/metadata/datatype/BinaryType.java b/core/src/main/java/org/apache/carbondata/core/metadata/datatype/BinaryType.java
new file mode 100644
index 00000000000..0358761ab7c
--- /dev/null
+++ b/core/src/main/java/org/apache/carbondata/core/metadata/datatype/BinaryType.java
@@ -0,0 +1,28 @@
+/*
+ * 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.carbondata.core.metadata.datatype;
+public class BinaryType extends DataType {
+  static final DataType BINARY =
+      new BinaryType(DataTypes.BINARY_TYPE_ID, 13, "BINARY", -1);
+  private BinaryType(int id, int precedenceOrder, String name, int sizeInBytes) {
+    super(id, precedenceOrder, name, sizeInBytes);
+  }
+  // this function is needed to ensure singleton pattern while supporting java serialization
+  private Object readResolve() {
+    return DataTypes.BINARY;
+  }
+}
\ No newline at end of file
diff --git a/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataType.java b/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataType.java
index 4dc1fbce2a7..cef50ad6ea9 100644
--- a/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataType.java
+++ b/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataType.java
@@ -98,6 +98,8 @@ public static char convertType(DataType dataType) {
       return DATE_CHAR;
     } else if (dataType == DataTypes.BYTE_ARRAY) {
       return BYTE_ARRAY_CHAR;
+    } else if (dataType == DataTypes.BINARY) {
+      return BYTE_ARRAY_CHAR;
     } else {
       throw new RuntimeException("Unexpected type: " + dataType);
     }
diff --git a/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataTypes.java b/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataTypes.java
index d71eea4126e..c073fa08981 100644
--- a/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataTypes.java
+++ b/core/src/main/java/org/apache/carbondata/core/metadata/datatype/DataTypes.java
@@ -37,6 +37,7 @@ public class DataTypes {
   public static final DataType DOUBLE = DoubleType.DOUBLE;
   public static final DataType NULL = NullType.NULL;
   public static final DataType BYTE = ByteType.BYTE;
+  public static final DataType BINARY = BinaryType.BINARY;
 
   // internal use only, for variable length data type
   public static final DataType BYTE_ARRAY = ByteArrayType.BYTE_ARRAY;
@@ -69,6 +70,7 @@ public class DataTypes {
   public static final int STRUCT_TYPE_ID = 12;
   public static final int MAP_TYPE_ID = 13;
   public static final int VARCHAR_TYPE_ID = 18;
+  public static final int BINARY_TYPE_ID = 19;
 
   /**
    * create a DataType instance from uniqueId of the DataType
@@ -102,6 +104,8 @@ public static DataType valueOf(int id) {
       return NULL;
     } else if (id == DECIMAL_TYPE_ID) {
       return createDefaultDecimalType();
+    } else if (id == BINARY.getId()) {
+      return BINARY;
     } else if (id == ARRAY_TYPE_ID) {
       return createDefaultArrayType();
     } else if (id == STRUCT_TYPE_ID) {
diff --git a/core/src/main/java/org/apache/carbondata/core/scan/result/vector/MeasureDataVectorProcessor.java b/core/src/main/java/org/apache/carbondata/core/scan/result/vector/MeasureDataVectorProcessor.java
index 8902dfb5aab..e18158b3dde 100644
--- a/core/src/main/java/org/apache/carbondata/core/scan/result/vector/MeasureDataVectorProcessor.java
+++ b/core/src/main/java/org/apache/carbondata/core/scan/result/vector/MeasureDataVectorProcessor.java
@@ -303,6 +303,58 @@ public void fillMeasureVector(int[] filteredRowId, ColumnPage dataChunk,
     }
   }
 
+  public static class BinaryVectorFiller implements MeasureVectorFiller {
+    @Override
+    public void fillMeasureVector(ColumnPage dataChunk, ColumnVectorInfo info) {
+      int offset = info.offset;
+      int len = offset + info.size;
+      int vectorOffset = info.vectorOffset;
+      CarbonColumnVector vector = info.vector;
+      BitSet nullBitSet = dataChunk.getNullBits();
+      if (nullBitSet.isEmpty()) {
+        for (int i = offset; i < len; i++) {
+          vector.putBytes(vectorOffset, dataChunk.getBytes(i));
+          vectorOffset++;
+        }
+      } else {
+        for (int i = offset; i < len; i++) {
+          if (nullBitSet.get(i)) {
+            vector.putNull(vectorOffset);
+          } else {
+            vector.putBytes(vectorOffset, dataChunk.getBytes(i));
+          }
+          vectorOffset++;
+        }
+      }
+    }
+    @Override
+    public void fillMeasureVector(int[] filteredRowId, ColumnPage dataChunk,
+        ColumnVectorInfo info) {
+      int offset = info.offset;
+      int len = offset + info.size;
+      int vectorOffset = info.vectorOffset;
+      CarbonColumnVector vector = info.vector;
+      BitSet nullBitSet = dataChunk.getNullBits();
+      if (nullBitSet.isEmpty()) {
+        for (int i = offset; i < len; i++) {
+          int currentRow = filteredRowId[i];
+          vector.putBytes(vectorOffset, dataChunk.getBytes(currentRow));
+          vectorOffset++;
+        }
+      } else {
+        for (int i = offset; i < len; i++) {
+          int currentRow = filteredRowId[i];
+          if (nullBitSet.get(currentRow)) {
+            vector.putNull(vectorOffset);
+          } else {
+            vector.putBytes(vectorOffset, dataChunk.getBytes(currentRow));
+          }
+          vectorOffset++;
+        }
+      }
+    }
+  }
+
   public static class DefaultMeasureVectorFiller implements MeasureVectorFiller {
 
     @Override
@@ -370,6 +422,8 @@ public static MeasureVectorFiller getMeasureVectorFiller(DataType dataType) {
         return new LongMeasureVectorFiller();
       } else if (DataTypes.isDecimal(dataType)) {
         return new DecimalMeasureVectorFiller();
+      } else if (dataType == DataTypes.BINARY) {
+        return new BinaryVectorFiller();
       } else {
         return new DefaultMeasureVectorFiller();
       }
diff --git a/core/src/main/java/org/apache/carbondata/core/util/CarbonMetadataUtil.java b/core/src/main/java/org/apache/carbondata/core/util/CarbonMetadataUtil.java
index 70443d829a9..6a28b072f85 100644
--- a/core/src/main/java/org/apache/carbondata/core/util/CarbonMetadataUtil.java
+++ b/core/src/main/java/org/apache/carbondata/core/util/CarbonMetadataUtil.java
@@ -390,6 +390,8 @@ private static int compareMeasureData(byte[] first, byte[] second, DataType data
         compare = -1;
       }
       return (int) compare;
+    } else if (dataType == DataTypes.BINARY) {
+      return 0;
     } else if (DataTypes.isDecimal(dataType)) {
       return DataTypeUtil.byteToBigDecimal(first).compareTo(DataTypeUtil.byteToBigDecimal(second));
     } else {
diff --git a/core/src/main/java/org/apache/carbondata/core/util/CarbonUtil.java b/core/src/main/java/org/apache/carbondata/core/util/CarbonUtil.java
index c247690570d..93086ee479e 100644
--- a/core/src/main/java/org/apache/carbondata/core/util/CarbonUtil.java
+++ b/core/src/main/java/org/apache/carbondata/core/util/CarbonUtil.java
@@ -2412,7 +2412,7 @@ public static byte[] getValueAsBytes(DataType dataType, Object value) {
       return b.array();
     } else if (DataTypes.isDecimal(dataType)) {
       return DataTypeUtil.bigDecimalToByte((BigDecimal) value);
-    } else if (dataType == DataTypes.BYTE_ARRAY) {
+    } else if (dataType == DataTypes.BYTE_ARRAY || dataType == DataTypes.BINARY) {
       return (byte[]) value;
     } else if (dataType == DataTypes.STRING
         || dataType == DataTypes.DATE
diff --git a/core/src/main/java/org/apache/carbondata/core/util/DataTypeUtil.java b/core/src/main/java/org/apache/carbondata/core/util/DataTypeUtil.java
index fa08df9b719..5032f4211aa 100644
--- a/core/src/main/java/org/apache/carbondata/core/util/DataTypeUtil.java
+++ b/core/src/main/java/org/apache/carbondata/core/util/DataTypeUtil.java
@@ -941,6 +941,8 @@ public static DataType valueOf(DataType dataType, int precision, int scale) {
       return DataTypes.BYTE_ARRAY;
     } else if (DataTypes.BYTE_ARRAY.getName().equalsIgnoreCase(dataType.getName())) {
       return DataTypes.BYTE_ARRAY;
+    } else if (DataTypes.BINARY.getName().equalsIgnoreCase(dataType.getName())) {
+      return DataTypes.BINARY;
     } else if (dataType.getName().equalsIgnoreCase("decimal")) {
       return DataTypes.createDecimalType(precision, scale);
     } else if (dataType.getName().equalsIgnoreCase("array")) {
diff --git a/format/src/main/thrift/schema.thrift b/format/src/main/thrift/schema.thrift
index f161a17ca30..9a5ae3a03fd 100644
--- a/format/src/main/thrift/schema.thrift
+++ b/format/src/main/thrift/schema.thrift
@@ -33,6 +33,7 @@ enum DataType {
 	TIMESTAMP = 6,
 	DATE = 7,
 	BOOLEAN = 8,
+	BINARY = 19,
 	ARRAY = 20,
 	STRUCT = 21,
 	VARCHAR = 22,
diff --git a/integration/spark-common-test/src/test/resources/binarydata.csv b/integration/spark-common-test/src/test/resources/binarydata.csv
new file mode 100644
index 00000000000..ba03c5505b8
--- /dev/null
+++ b/integration/spark-common-test/src/test/resources/binarydata.csv
@@ -0,0 +1,3 @@
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dbb770f57af5ed5bdfe2693092fbffc328e1c395232825493ec3ffffcf3a2cf0541c0c8c8086c361bde78e38d6d199770388c919111dcb871a3ec286b273346552d6b3b01cbdada5aecd9b307376fde2cfa9ce7797cf9e597b05aad3871e24459118b42d6d7d771edda358c8e8e969db66f35a0d135943d3d3d9a54d5467ef7bbdf81c8e7510a3c8f4c2683b9b9394c4c4c802088a23e3a00c0f13cfc7e3f4cf9d6112ccbe6cac3e6e63070e0c0d73aa572bbdde8ebeb4343434349e269369bc5d5ab5761329970ecd8314df371a371e1380e894402636363b872e54ad99117904b477ad649cb6a832a3db2d92c3efffc73489284e3c78f6b65671ba7cbaa7accc2c2022e5cb8a03be5a3280ac78e1d437d7dbde6106f6e6e465f5f1f6666664a4652d7ae5d0349929024494be72874a4abdd081389041e3d7a844b972e616161a1e805465114eaeaea70f2e4c91d5f9fdd4615abd6432dcd64180656ab75d380962ccbb9188028826118acadade1c68d1b78f0e0816e66064551e8ebebc35b6fbda56b1c5c2e1706070731323252e25f0e8542b876ed1a4c26138e1e3daa7546dc08c33088c7e3b87dfb36ae5cb9a29b4653b86ea5ee153585693b6978757575181818c0f8f8784941c3fafa3a2e5fbe0c8aa270e8d021d4d4d4e85606aae2e3c3c3c3b876ed5ad9693700ad14b91c15876bd3e934eaeaea505d5d0d4110108d4460b3da60369b35c56dd567a9aeaf280a3c1e0f0800e94c068a2ca3cafef5973c521485d6d6567ceb5bdfc26f7ef39b921cc0783c8ef3e7cf63666606274e9cd0464faa211704017ebf1fb76fdfc6fdfbf7cb8e2455ca892eec26aa48473962b118ce9f3f8fe9e9690c0e0e62efdebd4502b9a22822168b6923493ddfa45a32b631b9dee974e2d0a143080683b876ed5a89cf6a7878187ebf1f838383d8b76f1f6a6a6a3423cd711ca2d128eedebd8b3b77ee201289e81ac9a1a121ecdfbfffa9aed16eb2597b138ee330353585f6f676d4d7d76f9a0da18a89c4e3712c2d2d617c7c5c77daae06b25a5a5af0939ffc04adadadba915b55c3f2f8f1e3f8e28b2f8a844680dcd4f3fcf9f3989a9ac2d0d010f6eedd5b34d257b53befdcb953f6580ad1cba1dd8af5f575dcbf7f5f4b7e57c551d4912645519ad1733a9de8efefc7e0e0206edebc5962c4969696f0affffaaf78f0e001868686d0dddd5d3452555d48376edcc0ececec96fed44824b2a9745bc586329148683257d96c169150587b50d5a966a1a1e4390ea9540ae170183cc721168b23128980e79f4f2f1d752abab2b282ab57af960cb9799ec7d4d414a6a6a660b55ad1d0d0a0f92dd6d6d64a64ab5423fabca2db9b415194d60d737a7a1ad3d3d35a09a51ad40ae7454eca4d3d689a465d5d1d7ef6b39fa1b9b9b96484ddd5d585b367cf22994ce2ce9d3b25fb517526d58a249fcf0751143565173d088280cbe5c2d0d010de7df7dd5db812bb07cbb2657f6bd5506e57056a2b088280cd66435757177efad39fa2b5b575d3d997dbedc60f7ef0032c2f2f637e7ebee4259d4aa530363686b1b131d0345d346b5c5c5c2c31266af55da581208aa27447d38f1f3f462412c1e4e424eaeaea34218f70388cf9f979f87c3efce99ffe298e1f3f0e20d751e0bbdffd2ed6d7d73137375772dd13890446464630323202bbdd5ea42effe8d1a312e3fa34cf6ac5865210044d6b916518703c0f459121cbb2964ea0b6b955949cdeb92008b9dec5d92c32d9cc7333922a5eaf177ffee77f0e8220303c3c5cd648a8324f9ba14ab1e995f23d6f5441e1c296161cc795f45b2e074551686f6fc7cf7ef6b34d5b1cb4b7b7e3cffeeccf4092a46e851200adddf1c6f61a7a389d4ebcfefaebf8fef7bfbf2b8ae1df547c3e1f4e9f3e8df7de7b6fdb22286eb71b7ff7777f879ffffce79b661f0882b0a94137994cf0783c703a9dba92809b1dc3e1c38771e1c205dde5f1785c570d0828cdf9a4280a6d6d6df89bbff91bfcfce73fc7e2e262592397cd66373d1fb3d90cafd70b93c95436f8ba19151b4a8661108d44603299725539f903974411a97cced6c691652c16c3c2fc3cb2996c2e41bdc237d4b3a0aaaa0a1f7ef8211a1a1a70f9f2658442a18ade9cf5f5f5387efc388e1f3f8e4020807ffaa77f2a11525d5959a9787a520982206cea277aebadb74010042e5dba84b1b1b18afca55eaf17478e1cc1bbefbebbad404a7d7d3d3efcf043f4f7f7e3dffeeddf74ab76b6c3fefdfbf1c61b6fe0e5975f7ee6b993b22c636e6eeeb9652694a3bebe1e838383387af4283a3b3b2baaa95647a17ff9977f89cf3efb0c57af5eddd6cba9909696169c3a750a478e1cc1f2f2327ef18b5f94ace3f7fb755d4f1445a1a5a505afbcf20aae5ebd5ad1fdeff3f94a4a135517ccdffeeddfe2934f3ec1f5ebd7cbe6f896a3a7a707afbffe3af6eedd8bb1b131fcf33fff73c93a2b2b2b9b2ad6576c284d145532449765190ea713623e61932c989ed1348d783c8e6c26a31955595160caafa3fac46459d61a69912489aaaa2aedb3a2201150e4075573da545150d5d80982008220d0d8d8a85b174a92a4a61e33383888afbefa0af7efdfc7d2d2d2a67ec59e9e1e1c3e7c18070e1cd0f6ad280a5a5a5a4a0c65b929c86ea13625d3a3bdbd1d5eaf17cdcdcd9aa2fae4e424c6c7c7cb8e261d0e07dadbdbd1dfdfaff543a9a9a9d956b08da2286d04d4d3d383fbf7ef636c6c0c8b8b8b5be6a7d6d4d4687d4dfafbfbb71451dd2d144581299fc1b15dca5586d034ad1b240904025bb68c686f6f87c7e3414b4b0bbababad0d6d606a7d30987c3b1a39256555eefdcb973387cf830befaea2b8c8e8e626d6dadec8bd562b1a0b3b313478e1cc1810307505b5babdddb3535352589e7144595cda2a0691a1f7cf001aaabab71e7ce1d4ddbb21c353535686969c1e0e0a0ae04a1c964427d7d3dbefffdefe3f8f1e3b87efd3ac6c7c7110c06cbbee46c361bbabbbb71fcf871ecddbb175eaf17369b0d9148042e97abc407bbd5b34ab02c5bd16bfff1e3c72537be20089a08abc3e1c85d94fcb49b200850f928b902686d25fc7e3f8e1e3d8a975f7e594b1b62591653d3d3902509fbf7ef47757535789ed70c63e189a88ee0482482d5d555088280bd7bf78265188879e5f1782c86f7bef73df4f5f56d7a4e6a326a341a85dfefcf6d1b8f6b2f04d508343636a2bebe5ecb1f54a709a9540ab3b3b3989f9f0749925a7a114551e8eeee2e1124c866b325ddf50068a949db49790072ae01bfdfaf1bcca9aaaa42676727ec76bb166155e5f093c964ce675cf0d0783c1e4d9bb2a6a6664b9180cd50af672c16432c16d3ae6ba15137994c9ae2bac7e3d1fca6e5da4d6c647d7d1dc160b0e40134994c9bf6c5de48369bc5ecec6c890151856e370af7320c83c78f1f970c1654b1e58d011c8661b61cb1aa02cd55555570b95c452ae04f8bfa8c84c3b958c2fafa3aa2d168d1eca2a9a909adadad5a2e66612181dae329128968f99a6a532ef5455a8e6030a87d772291281a801004a17575b45aadb0dbed9a6afa6665863ccf231c0e231a8d6a2d5392c9a4f6fb511485a6a626b4b5b5c1ed769774290887c3181b1b432c16d3be5f95dc6b6d6d2d2bb651b1a1d483e3384c4f4fe3d34b97d0ded1a18960a88632f787a2d58dafaeac6065650583870fe3c48913a0280aa228221e8fe3faf5ebe05816af9e3c89cececea21b78a3a1cc66b358989fc7c4c40432d92c4e9d3a856c26a3b5044824935b3694df885aba59d8f306807613abd1fd42d4916d369bd584635f64b105b5f2aaf001b6dbed9ac6e36e7f17c33048a7d3250f8add6e87c3e12869ad6bf06c50351c58962d7233e9b52c5151630f2ccb6add1a2b2d5b54d30237be30689a465555d58e9f158661b452e942df65757575d917ae9ac2c5f37c45dfbf2b6a0eaab49adfef87c3e12891d62f8c82332c8b68340a5e10904aa590cd66415294d606379bc9821778a4f2cae9eac3a5a61e159eb0da0695611824e27144f2fd3e1886412c16db5174cb6ab5561c405053385ea47ae4cda028ea99545494fb2e87c351b12c96c1ee63b158b6d5e2b810922461b3d99eca15b21b92787aece4b854b75ea51d1976cd500a82a0d53da7522928723e9883e27421b573a36ad9138904f87c043d1a8e8061b2901545531f4aa552200912044968dfa5280a14
\ No newline at end of file
diff --git a/integration/spark-common-test/src/test/scala/org/apache/carbondata/integration/spark/testsuite/binary/TestBinaryDataType.scala b/integration/spark-common-test/src/test/scala/org/apache/carbondata/integration/spark/testsuite/binary/TestBinaryDataType.scala
new file mode 100644
index 00000000000..3062e923cad
--- /dev/null
+++ b/integration/spark-common-test/src/test/scala/org/apache/carbondata/integration/spark/testsuite/binary/TestBinaryDataType.scala
@@ -0,0 +1,46 @@
+/*
+ * 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.carbondata.integration.spark.testsuite.binary
+import org.apache.spark.sql.Row
+import org.apache.spark.sql.test.util.QueryTest
+import org.scalatest.BeforeAndAfterAll
+/**
+ * Test cases for testing big decimal functionality on dimensions
+ */
+class TestBinaryDataType extends QueryTest with BeforeAndAfterAll {
+  override def beforeAll {
+  }
+  test("create table and load data with binary column") {
+    sql("drop table if exists binaryTable")
+    sql("CREATE TABLE IF NOT EXISTS binaryTable (id Int, name String, image Binary)" +
+        " STORED BY 'org.apache.carbondata.format'")
+    sql(s"LOAD DATA LOCAL INPATH '$resourcesPath/binarydata.csv' into table binaryTable options" +
+        s"('header'='false')")
+    checkAnswer(sql("select count(*) from binaryTable"), Seq(Row(3)))
+  }
+  test("create no sort table and load data with binary column") {
+    sql("drop table if exists binaryTable")
+    sql("CREATE TABLE IF NOT EXISTS binaryTable (id Int, name String, image Binary)" +
+        " STORED BY 'org.apache.carbondata.format'" +
+        " TBLPROPERTIES('SORT_COLUMNS'='')")
+    sql(s"LOAD DATA LOCAL INPATH '$resourcesPath/binarydata.csv' into table binaryTable options" +
+        s"('header'='false')")
+    checkAnswer(sql("select count(*) from binaryTable"), Seq(Row(3)))
+  }
+  override def afterAll {
+  }
+}
\ No newline at end of file
diff --git a/integration/spark-common/src/main/scala/org/apache/carbondata/spark/util/DataTypeConverterUtil.scala b/integration/spark-common/src/main/scala/org/apache/carbondata/spark/util/DataTypeConverterUtil.scala
index b0a236f815f..8050e5f299b 100644
--- a/integration/spark-common/src/main/scala/org/apache/carbondata/spark/util/DataTypeConverterUtil.scala
+++ b/integration/spark-common/src/main/scala/org/apache/carbondata/spark/util/DataTypeConverterUtil.scala
@@ -44,6 +44,7 @@ object DataTypeConverterUtil {
       case FIXED_DECIMAL(_, _) => DataTypes.createDefaultDecimalType
       case "timestamp" => DataTypes.TIMESTAMP
       case "date" => DataTypes.DATE
+      case "binary" => DataTypes.BINARY
       case "array" => DataTypes.createDefaultArrayType
       case "struct" => DataTypes.createDefaultStructType
       case "map" => DataTypes.createDefaultMapType
@@ -68,6 +69,7 @@ object DataTypeConverterUtil {
       case FIXED_DECIMALTYPE(_, _) => DataTypes.createDefaultDecimalType
       case "timestamptype" => DataTypes.TIMESTAMP
       case "datetype" => DataTypes.DATE
+      case "binarytype" => DataTypes.BINARY
       case others =>
         if (others != null && others.startsWith("arraytype")) {
           DataTypes.createDefaultArrayType()
@@ -105,6 +107,7 @@ object DataTypeConverterUtil {
       case "decimal" => ThriftDataType.DECIMAL
       case "date" => ThriftDataType.DATE
       case "timestamp" => ThriftDataType.TIMESTAMP
+      case "binary" => ThriftDataType.BINARY
       case "array" => ThriftDataType.ARRAY
       case "struct" => ThriftDataType.STRUCT
       case "map" => ThriftDataType.MAP
diff --git a/integration/spark-common/src/main/scala/org/apache/spark/sql/catalyst/CarbonDDLSqlParser.scala b/integration/spark-common/src/main/scala/org/apache/spark/sql/catalyst/CarbonDDLSqlParser.scala
index 63c733bec66..64e23435f4a 100644
--- a/integration/spark-common/src/main/scala/org/apache/spark/sql/catalyst/CarbonDDLSqlParser.scala
+++ b/integration/spark-common/src/main/scala/org/apache/spark/sql/catalyst/CarbonDDLSqlParser.scala
@@ -172,6 +172,7 @@ abstract class CarbonDDLSqlParser extends AbstractCarbonSparkSQLParser {
   protected val BOOLEAN = carbonKeyWord("BOOLEAN")
   protected val LONG = carbonKeyWord("LONG")
   protected val BIGINT = carbonKeyWord("BIGINT")
+  protected val BINARY = carbonKeyWord("BINARY")
   protected val ARRAY = carbonKeyWord("ARRAY")
   protected val STRUCT = carbonKeyWord("STRUCT")
   protected val MAP = carbonKeyWord("MAP")
@@ -885,7 +886,8 @@ abstract class CarbonDDLSqlParser extends AbstractCarbonSparkSQLParser {
    * detects whether datatype is part of dictionary_exclude
    */
   def isDataTypeSupportedForDictionary_Exclude(columnDataType: String): Boolean = {
-    val dataTypes = Array("string", "timestamp", "int", "long", "bigint", "struct", "array", "map")
+    val dataTypes =
+      Array("string", "timestamp", "int", "long", "bigint", "struct", "array", "map", "binary")
     dataTypes.exists(x => x.equalsIgnoreCase(columnDataType))
   }
 
@@ -1168,6 +1170,8 @@ abstract class CarbonDDLSqlParser extends AbstractCarbonSparkSQLParser {
     INT ^^^ "int" | DOUBLE ^^^ "double" | FLOAT ^^^ "double" | decimalType |
     DATE ^^^ "date" | charType
 
+  protected lazy val miscType = BINARY ^^^ "binary"
+
   /**
    * Matching the char data type and returning the same.
    */
@@ -1190,7 +1194,7 @@ abstract class CarbonDDLSqlParser extends AbstractCarbonSparkSQLParser {
   }
 
   protected lazy val nestedType: Parser[Field] = structFieldType | arrayFieldType | mapFieldType |
-                                                 primitiveFieldType
+                                                 primitiveFieldType | miscFieldType
 
   lazy val anyFieldDef: Parser[Field] =
     (ident | stringLit) ~ (":".? ~> nestedType) ~ (IN ~> (ident | stringLit)).? ^^ {
@@ -1216,6 +1220,12 @@ abstract class CarbonDDLSqlParser extends AbstractCarbonSparkSQLParser {
         Field("unknown", Some(e1), Some("unknown"), Some(null))
     }
 
+  protected lazy val miscFieldType: Parser[Field] =
+    miscType ^^ {
+      case e1 =>
+        Field("unknown", Some(e1), Some("unknown"), Some(null))
+    }
+
   protected lazy val arrayFieldType: Parser[Field] =
     ((ARRAY ^^^ "array") ~> "<" ~> nestedType <~ ">") ^^ {
       case e1 =>
diff --git a/integration/spark-datasource/src/main/scala/org/apache/carbondata/converter/SparkDataTypeConverterImpl.java b/integration/spark-datasource/src/main/scala/org/apache/carbondata/converter/SparkDataTypeConverterImpl.java
index 99fac454396..41b378df6b5 100644
--- a/integration/spark-datasource/src/main/scala/org/apache/carbondata/converter/SparkDataTypeConverterImpl.java
+++ b/integration/spark-datasource/src/main/scala/org/apache/carbondata/converter/SparkDataTypeConverterImpl.java
@@ -132,6 +132,8 @@ private static org.apache.spark.sql.types.DataType convertCarbonToSparkDataType(
       return DataTypes.TimestampType;
     } else if (carbonDataType == org.apache.carbondata.core.metadata.datatype.DataTypes.DATE) {
       return DataTypes.DateType;
+    } else if (carbonDataType == org.apache.carbondata.core.metadata.datatype.DataTypes.BINARY) {
+      return DataTypes.BinaryType;
     } else {
       return null;
     }
@@ -167,7 +169,8 @@ public Object[] convertCarbonSchemaToSparkSchema(CarbonColumn[] carbonColumns) {
         if (dataType == org.apache.carbondata.core.metadata.datatype.DataTypes.BOOLEAN
             || dataType == org.apache.carbondata.core.metadata.datatype.DataTypes.SHORT
             || dataType == org.apache.carbondata.core.metadata.datatype.DataTypes.INT
-            || dataType == org.apache.carbondata.core.metadata.datatype.DataTypes.LONG) {
+            || dataType == org.apache.carbondata.core.metadata.datatype.DataTypes.LONG
+            || dataType == org.apache.carbondata.core.metadata.datatype.DataTypes.BINARY) {
           fields[i] = new StructField(carbonColumn.getColName(),
               convertCarbonToSparkDataType(dataType), true, null);
         } else if (org.apache.carbondata.core.metadata.datatype.DataTypes.isDecimal(dataType)) {
diff --git a/integration/spark-datasource/src/main/scala/org/apache/carbondata/spark/vectorreader/VectorizedCarbonRecordReader.java b/integration/spark-datasource/src/main/scala/org/apache/carbondata/spark/vectorreader/VectorizedCarbonRecordReader.java
index f23755248e4..6e633c79bc2 100644
--- a/integration/spark-datasource/src/main/scala/org/apache/carbondata/spark/vectorreader/VectorizedCarbonRecordReader.java
+++ b/integration/spark-datasource/src/main/scala/org/apache/carbondata/spark/vectorreader/VectorizedCarbonRecordReader.java
@@ -258,7 +258,8 @@ public void initBatch(MemoryMode memMode, StructType partitionColumns,
       ProjectionMeasure msr = queryMeasures.get(i);
       DataType dataType = msr.getMeasure().getDataType();
       if (dataType == DataTypes.BOOLEAN || dataType == DataTypes.SHORT ||
-          dataType == DataTypes.INT || dataType == DataTypes.LONG) {
+          dataType == DataTypes.INT || dataType == DataTypes.LONG ||
+          dataType == DataTypes.BINARY) {
         fields[msr.getOrdinal()] = new StructField(msr.getColumnName(),
             CarbonSparkDataSourceUtil.convertCarbonToSparkDataType(msr.getMeasure().getDataType()), true,
             null);
diff --git a/integration/spark-datasource/src/main/scala/org/apache/spark/sql/carbondata/execution/datasources/CarbonSparkDataSourceUtil.scala b/integration/spark-datasource/src/main/scala/org/apache/spark/sql/carbondata/execution/datasources/CarbonSparkDataSourceUtil.scala
index 77c1dcec9fe..8540df220d2 100644
--- a/integration/spark-datasource/src/main/scala/org/apache/spark/sql/carbondata/execution/datasources/CarbonSparkDataSourceUtil.scala
+++ b/integration/spark-datasource/src/main/scala/org/apache/spark/sql/carbondata/execution/datasources/CarbonSparkDataSourceUtil.scala
@@ -47,6 +47,7 @@ object CarbonSparkDataSourceUtil {
         case CarbonDataTypes.DOUBLE => DoubleType
         case CarbonDataTypes.BOOLEAN => BooleanType
         case CarbonDataTypes.TIMESTAMP => TimestampType
+        case CarbonDataTypes.BINARY => BinaryType
         case CarbonDataTypes.DATE => DateType
         case CarbonDataTypes.VARCHAR => StringType
       }
@@ -67,6 +68,7 @@ object CarbonSparkDataSourceUtil {
       case DateType => CarbonDataTypes.DATE
       case BooleanType => CarbonDataTypes.BOOLEAN
       case TimestampType => CarbonDataTypes.TIMESTAMP
+      case BinaryType => CarbonDataTypes.BINARY
       case ArrayType(elementType, _) =>
         CarbonDataTypes.createArrayType(convertSparkToCarbonDataType(elementType))
       case StructType(fields) =>
diff --git a/processing/src/main/java/org/apache/carbondata/processing/loading/converter/impl/BinaryFieldConverterImpl.java b/processing/src/main/java/org/apache/carbondata/processing/loading/converter/impl/BinaryFieldConverterImpl.java
new file mode 100644
index 00000000000..e3d24a200d2
--- /dev/null
+++ b/processing/src/main/java/org/apache/carbondata/processing/loading/converter/impl/BinaryFieldConverterImpl.java
@@ -0,0 +1,80 @@
+/*
+ * 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.carbondata.processing.loading.converter.impl;
+
+import org.apache.carbondata.common.logging.LogService;
+import org.apache.carbondata.common.logging.LogServiceFactory;
+import org.apache.carbondata.core.datastore.row.CarbonRow;
+import org.apache.carbondata.core.metadata.datatype.DataType;
+import org.apache.carbondata.core.metadata.schema.table.column.CarbonMeasure;
+import org.apache.carbondata.processing.loading.DataField;
+import org.apache.carbondata.processing.loading.converter.BadRecordLogHolder;
+import org.apache.carbondata.processing.loading.converter.FieldConverter;
+import org.apache.carbondata.processing.loading.exception.CarbonDataLoadingException;
+import org.apache.carbondata.processing.util.CarbonDataProcessorUtil;
+
+import org.apache.commons.codec.DecoderException;
+import org.apache.commons.codec.binary.Hex;
+/**
+ * Converter for binary
+ */
+public class BinaryFieldConverterImpl implements FieldConverter {
+  private static final LogService LOGGER =
+      LogServiceFactory.getLogService(BinaryFieldConverterImpl.class.getName());
+  private int index;
+  private DataType dataType;
+  private CarbonMeasure measure;
+  private String nullformat;
+  private boolean isEmptyBadRecord;
+  private DataField dataField;
+  public BinaryFieldConverterImpl(DataField dataField, String nullformat, int index,
+      boolean isEmptyBadRecord) {
+    this.dataType = dataField.getColumn().getDataType();
+    this.measure = (CarbonMeasure) dataField.getColumn();
+    this.nullformat = nullformat;
+    this.index = index;
+    this.isEmptyBadRecord = isEmptyBadRecord;
+    this.dataField = dataField;
+  }
+  @Override
+  public void convert(CarbonRow row, BadRecordLogHolder logHolder)
+      throws CarbonDataLoadingException {
+    row.update(convert(row.getString(index), logHolder), index);
+  }
+
+  @Override
+  public Object convert(Object value, BadRecordLogHolder logHolder)
+      throws RuntimeException {
+    String literalValue = (String) (value);
+    if (literalValue != null) {
+      try {
+        return Hex.decodeHex(literalValue.toCharArray());
+      } catch (DecoderException e) {
+        if (LOGGER.isDebugEnabled()) {
+          LOGGER.debug("Can not convert value to Binary type value. Value considered as null.");
+        }
+        logHolder.setReason(
+            CarbonDataProcessorUtil.prepareFailureReason(measure.getColName(), dataType));
+      }
+    }
+    return null;
+  }
+
+  @Override
+  public void clear() {
+  }
+}
\ No newline at end of file
diff --git a/processing/src/main/java/org/apache/carbondata/processing/loading/converter/impl/FieldEncoderFactory.java b/processing/src/main/java/org/apache/carbondata/processing/loading/converter/impl/FieldEncoderFactory.java
index 86f273db40e..9e02f22ff1c 100644
--- a/processing/src/main/java/org/apache/carbondata/processing/loading/converter/impl/FieldEncoderFactory.java
+++ b/processing/src/main/java/org/apache/carbondata/processing/loading/converter/impl/FieldEncoderFactory.java
@@ -114,6 +114,9 @@ public FieldConverter createFieldEncoder(DataField dataField,
         return new NonDictionaryFieldConverterImpl(dataField, nullFormat, index, isEmptyBadRecord);
       }
     } else {
+      if (dataField.getColumn().getDataType() == DataTypes.BINARY) {
+        return new BinaryFieldConverterImpl(dataField, nullFormat, index, isEmptyBadRecord);
+      }
       return new MeasureFieldConverterImpl(dataField, nullFormat, index, isEmptyBadRecord);
     }
   }
diff --git a/processing/src/main/java/org/apache/carbondata/processing/loading/sort/SortStepRowHandler.java b/processing/src/main/java/org/apache/carbondata/processing/loading/sort/SortStepRowHandler.java
index f6fc3caaaeb..2eab3d467d8 100644
--- a/processing/src/main/java/org/apache/carbondata/processing/loading/sort/SortStepRowHandler.java
+++ b/processing/src/main/java/org/apache/carbondata/processing/loading/sort/SortStepRowHandler.java
@@ -303,6 +303,11 @@ private void unpackNoSortFromBytes(byte[] noSortDimsAndMeasures, int[] dictDims,
         byte[] decimalBytes = new byte[len];
         rowBuffer.get(decimalBytes);
         tmpContent = DataTypeUtil.byteToBigDecimal(decimalBytes);
+      } else if (DataTypes.BINARY == tmpDataType) {
+        int len = rowBuffer.getInt();
+        byte[] bytes = new byte[len];
+        rowBuffer.get(bytes);
+        tmpContent = bytes;
       } else {
         throw new IllegalArgumentException("Unsupported data type: " + tmpDataType);
       }
@@ -620,6 +625,10 @@ private void packNoSortFieldsToBytes(Object[] row, ByteBuffer rowBuffer) {
         byte[] decimalBytes = DataTypeUtil.bigDecimalToByte((BigDecimal) tmpValue);
         rowBuffer.putShort((short) decimalBytes.length);
         rowBuffer.put(decimalBytes);
+      } else if (DataTypes.BINARY == tmpDataType) {
+        byte[] bytes = (byte[]) tmpValue;
+        rowBuffer.putInt(bytes.length);
+        rowBuffer.put(bytes);
       } else {
         throw new IllegalArgumentException("Unsupported data type: " + tmpDataType);
       }
diff --git a/processing/src/main/java/org/apache/carbondata/processing/store/TablePage.java b/processing/src/main/java/org/apache/carbondata/processing/store/TablePage.java
index c46b2c2a5b8..574f7db7291 100644
--- a/processing/src/main/java/org/apache/carbondata/processing/store/TablePage.java
+++ b/processing/src/main/java/org/apache/carbondata/processing/store/TablePage.java
@@ -38,6 +38,7 @@
 import org.apache.carbondata.core.datastore.page.encoding.EncodedColumnPage;
 import org.apache.carbondata.core.datastore.page.encoding.EncodingFactory;
 import org.apache.carbondata.core.datastore.page.key.TablePageKey;
+import org.apache.carbondata.core.datastore.page.statistics.DummyStatsCollector;
 import org.apache.carbondata.core.datastore.page.statistics.KeyPageStatsCollector;
 import org.apache.carbondata.core.datastore.page.statistics.LVLongStringStatsCollector;
 import org.apache.carbondata.core.datastore.page.statistics.LVShortStringStatsCollector;
@@ -143,8 +144,11 @@ public class TablePage {
       } else {
         page = ColumnPage.newPage(spec, dataTypes[i], pageSize);
       }
-      page.setStatsCollector(
-          PrimitivePageStatsCollector.newInstance(dataTypes[i]));
+      if (dataTypes[i] != DataTypes.BINARY) {
+        page.setStatsCollector(PrimitivePageStatsCollector.newInstance(dataTypes[i]));
+      } else {
+        page.setStatsCollector(new DummyStatsCollector());
+      }
       measurePages[i] = page;
     }