You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@tajo.apache.org by hy...@apache.org on 2015/05/11 23:36:27 UTC

[1/3] tajo git commit: TAJO-1359: Add nested field projector and language extension to project nested record. (hyunsik)

Repository: tajo
Updated Branches:
  refs/heads/master ddd39213d -> 0d1bf41f3


http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineDeserializer.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineDeserializer.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineDeserializer.java
index 204f607..0d1c94a 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineDeserializer.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineDeserializer.java
@@ -23,6 +23,7 @@ import io.netty.buffer.ByteBuf;
 import net.minidev.json.JSONObject;
 import net.minidev.json.parser.JSONParser;
 import net.minidev.json.parser.ParseException;
+import org.apache.tajo.catalog.*;
 import org.apache.commons.net.util.Base64;
 import org.apache.tajo.catalog.Schema;
 import org.apache.tajo.catalog.SchemaUtil;
@@ -35,26 +36,212 @@ import org.apache.tajo.datum.TextDatum;
 import org.apache.tajo.storage.Tuple;
 import org.apache.tajo.storage.text.TextLineDeserializer;
 import org.apache.tajo.storage.text.TextLineParsingError;
+import org.apache.tajo.util.StringUtils;
+import org.apache.tajo.util.TUtil;
 
 import java.io.IOException;
+import java.util.Iterator;
+import java.util.Map;
 
 public class JsonLineDeserializer extends TextLineDeserializer {
   private JSONParser parser;
-  private Type[] types;
-  private String[] columnNames;
+  // Full Path -> Type
+  private Map<String, Type> types;
+  private String [] projectedPaths;
 
-  public JsonLineDeserializer(Schema schema, TableMeta meta, int[] targetColumnIndexes) {
-    super(schema, meta, targetColumnIndexes);
+  public JsonLineDeserializer(Schema schema, TableMeta meta, Column [] projected) {
+    super(schema, meta);
+
+    projectedPaths = new String[projected.length];
+    for (int i = 0; i < projected.length; i++) {
+      this.projectedPaths[i] = projected[i].getSimpleName();
+    }
   }
 
   @Override
   public void init() {
-    types = SchemaUtil.toTypes(schema);
-    columnNames = SchemaUtil.toSimpleNames(schema);
+    types = TUtil.newHashMap();
+    for (Column column : schema.getAllColumns()) {
 
+      // Keep types which only belong to projected paths
+      // For example, assume that a projected path is 'name/first_name', where name is RECORD and first_name is TEXT.
+      // In this case, we should keep two types:
+      // * name - RECORD
+      // * name/first_name TEXT
+      for (String p :projectedPaths) {
+        if (p.startsWith(column.getSimpleName())) {
+          types.put(column.getSimpleName(), column.getDataType().getType());
+        }
+      }
+    }
     parser = new JSONParser(JSONParser.MODE_JSON_SIMPLE | JSONParser.IGNORE_CONTROL_CHAR);
   }
 
+  private static String makePath(String [] path, int depth) {
+    StringBuilder sb = new StringBuilder();
+    for (int i = 0; i <= depth; i++) {
+      sb.append(path[i]);
+      if (i < depth) {
+        sb.append(NestedPathUtil.PATH_DELIMITER);
+      }
+    }
+
+    return sb.toString();
+  }
+
+  /**
+   *
+   *
+   * @param object
+   * @param pathElements
+   * @param depth
+   * @param fieldIndex
+   * @param output
+   * @throws IOException
+   */
+  private void getValue(JSONObject object,
+                        String fullPath,
+                        String [] pathElements,
+                        int depth,
+                        int fieldIndex,
+                        Tuple output) throws IOException {
+    String fieldName = pathElements[depth];
+
+    if (!object.containsKey(fieldName)) {
+      output.put(fieldIndex, NullDatum.get());
+    }
+
+    switch (types.get(fullPath)) {
+    case BOOLEAN:
+      String boolStr = object.getAsString(fieldName);
+      if (boolStr != null) {
+        output.put(fieldIndex, DatumFactory.createBool(boolStr.equals("true")));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case CHAR:
+      String charStr = object.getAsString(fieldName);
+      if (charStr != null) {
+        output.put(fieldIndex, DatumFactory.createChar(charStr));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case INT1:
+    case INT2:
+      Number int2Num = object.getAsNumber(fieldName);
+      if (int2Num != null) {
+        output.put(fieldIndex, DatumFactory.createInt2(int2Num.shortValue()));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case INT4:
+      Number int4Num = object.getAsNumber(fieldName);
+      if (int4Num != null) {
+        output.put(fieldIndex, DatumFactory.createInt4(int4Num.intValue()));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case INT8:
+      Number int8Num = object.getAsNumber(fieldName);
+      if (int8Num != null) {
+        output.put(fieldIndex, DatumFactory.createInt8(int8Num.longValue()));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case FLOAT4:
+      Number float4Num = object.getAsNumber(fieldName);
+      if (float4Num != null) {
+        output.put(fieldIndex, DatumFactory.createFloat4(float4Num.floatValue()));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case FLOAT8:
+      Number float8Num = object.getAsNumber(fieldName);
+      if (float8Num != null) {
+        output.put(fieldIndex, DatumFactory.createFloat8(float8Num.doubleValue()));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case TEXT:
+      String textStr = object.getAsString(fieldName);
+      if (textStr != null) {
+        output.put(fieldIndex, DatumFactory.createText(textStr));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case TIMESTAMP:
+      String timestampStr = object.getAsString(fieldName);
+      if (timestampStr != null) {
+        output.put(fieldIndex, DatumFactory.createTimestamp(timestampStr));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case TIME:
+      String timeStr = object.getAsString(fieldName);
+      if (timeStr != null) {
+        output.put(fieldIndex, DatumFactory.createTime(timeStr));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case DATE:
+      String dateStr = object.getAsString(fieldName);
+      if (dateStr != null) {
+        output.put(fieldIndex, DatumFactory.createDate(dateStr));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+    case BIT:
+    case BINARY:
+    case VARBINARY:
+    case BLOB: {
+      Object jsonObject = object.getAsString(fieldName);
+
+      if (jsonObject == null) {
+        output.put(fieldIndex, NullDatum.get());
+        break;
+      }
+
+      output.put(fieldIndex, DatumFactory.createBlob(Base64.decodeBase64((String) jsonObject)));
+      break;    
+    }
+    case INET4:
+      String inetStr = object.getAsString(fieldName);
+      if (inetStr != null) {
+        output.put(fieldIndex, DatumFactory.createInet4(inetStr));
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+
+    case RECORD:
+      JSONObject nestedObject = (JSONObject) object.get(fieldName);
+      if (nestedObject != null) {
+        getValue(nestedObject, fullPath + "/" + pathElements[depth+1], pathElements, depth + 1, fieldIndex, output);
+      } else {
+        output.put(fieldIndex, NullDatum.get());
+      }
+      break;
+
+    case NULL_TYPE:
+      output.put(fieldIndex, NullDatum.get());
+      break;
+
+    default:
+      throw new NotImplementedException(types.get(fullPath).name() + " is not supported.");
+    }
+  }
+
   @Override
   public void deserialize(ByteBuf buf, Tuple output) throws IOException, TextLineParsingError {
     byte[] line = new byte[buf.readableBytes()];
@@ -70,135 +257,9 @@ public class JsonLineDeserializer extends TextLineDeserializer {
       throw new TextLineParsingError(new String(line, TextDatum.DEFAULT_CHARSET), ae);
     }
 
-    for (int i = 0; i < targetColumnIndexes.length; i++) {
-      int actualIdx = targetColumnIndexes[i];
-      String fieldName = columnNames[actualIdx];
-
-      if (!object.containsKey(fieldName)) {
-        output.put(actualIdx, NullDatum.get());
-        continue;
-      }
-
-      switch (types[actualIdx]) {
-        case BOOLEAN:
-          String boolStr = object.getAsString(fieldName);
-          if (boolStr != null) {
-            output.put(actualIdx, DatumFactory.createBool(boolStr.equals("true")));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case CHAR:
-          String charStr = object.getAsString(fieldName);
-          if (charStr != null) {
-            output.put(actualIdx, DatumFactory.createChar(charStr));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case INT1:
-        case INT2:
-          Number int2Num = object.getAsNumber(fieldName);
-          if (int2Num != null) {
-            output.put(actualIdx, DatumFactory.createInt2(int2Num.shortValue()));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case INT4:
-          Number int4Num = object.getAsNumber(fieldName);
-          if (int4Num != null) {
-            output.put(actualIdx, DatumFactory.createInt4(int4Num.intValue()));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case INT8:
-          Number int8Num = object.getAsNumber(fieldName);
-          if (int8Num != null) {
-            output.put(actualIdx, DatumFactory.createInt8(int8Num.longValue()));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case FLOAT4:
-          Number float4Num = object.getAsNumber(fieldName);
-          if (float4Num != null) {
-            output.put(actualIdx, DatumFactory.createFloat4(float4Num.floatValue()));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case FLOAT8:
-          Number float8Num = object.getAsNumber(fieldName);
-          if (float8Num != null) {
-            output.put(actualIdx, DatumFactory.createFloat8(float8Num.doubleValue()));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case TEXT:
-          String textStr = object.getAsString(fieldName);
-          if (textStr != null) {
-            output.put(actualIdx, DatumFactory.createText(textStr));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case TIMESTAMP:
-          String timestampStr = object.getAsString(fieldName);
-          if (timestampStr != null) {
-            output.put(actualIdx, DatumFactory.createTimestamp(timestampStr));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case TIME:
-          String timeStr = object.getAsString(fieldName);
-          if (timeStr != null) {
-            output.put(actualIdx, DatumFactory.createTime(timeStr));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case DATE:
-          String dateStr = object.getAsString(fieldName);
-          if (dateStr != null) {
-            output.put(actualIdx, DatumFactory.createDate(dateStr));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-        case BIT:
-        case BINARY:
-        case VARBINARY:
-        case BLOB: {
-          Object jsonObject = object.getAsString(fieldName);
-
-          if (jsonObject == null) {
-            output.put(actualIdx, NullDatum.get());
-            break;
-          }
-
-          output.put(actualIdx, DatumFactory.createBlob(Base64.decodeBase64((String) jsonObject)));
-          break;
-        }
-        case INET4:
-          String inetStr = object.getAsString(fieldName);
-          if (inetStr != null) {
-            output.put(actualIdx, DatumFactory.createInet4(inetStr));
-          } else {
-            output.put(actualIdx, NullDatum.get());
-          }
-          break;
-
-        case NULL_TYPE:
-          output.put(actualIdx, NullDatum.get());
-          break;
-
-        default:
-          throw new NotImplementedException(types[actualIdx].name() + " is not supported.");
-      }
+    for (int i = 0; i < projectedPaths.length; i++) {
+      String [] paths = projectedPaths[i].split(NestedPathUtil.PATH_DELIMITER);
+      getValue(object, paths[0], paths, 0, i, output);
     }
   }
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerDe.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerDe.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerDe.java
index 6db2c29..5f12d76 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerDe.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerDe.java
@@ -18,6 +18,7 @@
 
 package org.apache.tajo.storage.json;
 
+import org.apache.tajo.catalog.Column;
 import org.apache.tajo.catalog.Schema;
 import org.apache.tajo.catalog.TableMeta;
 import org.apache.tajo.storage.text.TextLineDeserializer;
@@ -26,8 +27,8 @@ import org.apache.tajo.storage.text.TextLineSerializer;
 
 public class JsonLineSerDe extends TextLineSerDe {
   @Override
-  public TextLineDeserializer createDeserializer(Schema schema, TableMeta meta, int[] targetColumnIndexes) {
-    return new JsonLineDeserializer(schema, meta, targetColumnIndexes);
+  public TextLineDeserializer createDeserializer(Schema schema, TableMeta meta, Column [] projected) {
+    return new JsonLineDeserializer(schema, meta, projected);
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerializer.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerializer.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerializer.java
index d6faf2d..34e9661 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerializer.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/json/JsonLineSerializer.java
@@ -35,8 +35,6 @@ import java.io.IOException;
 import java.io.OutputStream;
 
 public class JsonLineSerializer extends TextLineSerializer {
-  private static ProtobufJsonFormat protobufJsonFormat = ProtobufJsonFormat.getInstance();
-
   private Type [] types;
   private String [] simpleNames;
   private int columnNum;

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/parquet/TajoRecordConverter.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/parquet/TajoRecordConverter.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/parquet/TajoRecordConverter.java
index a091eac..4c675a4 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/parquet/TajoRecordConverter.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/parquet/TajoRecordConverter.java
@@ -77,10 +77,11 @@ public class TajoRecordConverter extends GroupConverter {
         continue;
       }
       Type type = parquetSchema.getType(index);
+      final int writeIndex = i;
       converters[index] = newConverter(column, type, new ParentValueContainer() {
         @Override
         void add(Object value) {
-          TajoRecordConverter.this.set(projectionIndex, value);
+          TajoRecordConverter.this.set(writeIndex, value);
         }
       });
       ++index;
@@ -145,7 +146,7 @@ public class TajoRecordConverter extends GroupConverter {
    */
   @Override
   public void start() {
-    currentTuple = new VTuple(tupleSize);
+    currentTuple = new VTuple(projectionMap.length);
   }
 
   /**
@@ -157,7 +158,7 @@ public class TajoRecordConverter extends GroupConverter {
       final int projectionIndex = projectionMap[i];
       Column column = tajoReadSchema.getColumn(projectionIndex);
       if (column.getDataType().getType() == TajoDataTypes.Type.NULL_TYPE
-          || currentTuple.get(projectionIndex) == null) {
+          || currentTuple.get(i) == null) {
         set(projectionIndex, NullDatum.get());
       }
     }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/rcfile/RCFile.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/rcfile/RCFile.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/rcfile/RCFile.java
index 62e5ed9..af260b4 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/rcfile/RCFile.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/rcfile/RCFile.java
@@ -1635,7 +1635,7 @@ public class RCFile {
         return null;
       }
 
-      Tuple tuple = new VTuple(schema.size());
+      Tuple tuple = new VTuple(targets.length);
       getCurrentRow(tuple);
       return tuple;
     }
@@ -1705,16 +1705,16 @@ public class RCFile {
 
       for (int j = 0; j < selectedColumns.length; ++j) {
         SelectedColumn col = selectedColumns[j];
-        int i = col.colIndex;
+        int actualColumnIdx = col.colIndex;
 
         if (col.isNulled) {
-          tuple.put(i, NullDatum.get());
+          tuple.put(j, NullDatum.get());
         } else {
           colAdvanceRow(j, col);
 
-          Datum datum = serde.deserialize(schema.getColumn(i),
+          Datum datum = serde.deserialize(schema.getColumn(actualColumnIdx),
               currentValue.loadedColumnsValueBuffer[j].getData(), col.rowReadIndex, col.prvLength, nullChars);
-          tuple.put(i, datum);
+          tuple.put(j, datum);
           col.rowReadIndex += col.prvLength;
         }
       }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/sequencefile/SequenceFileScanner.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/sequencefile/SequenceFileScanner.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/sequencefile/SequenceFileScanner.java
index 92a041c..af0973e 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/sequencefile/SequenceFileScanner.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/sequencefile/SequenceFileScanner.java
@@ -108,9 +108,9 @@ public class SequenceFileScanner extends FileScanner {
     }
 
 
-    fieldIsNull = new boolean[schema.getColumns().size()];
-    fieldStart = new int[schema.getColumns().size()];
-    fieldLength = new int[schema.getColumns().size()];
+    fieldIsNull = new boolean[schema.getRootColumns().size()];
+    fieldStart = new int[schema.getRootColumns().size()];
+    fieldLength = new int[schema.getRootColumns().size()];
 
     prepareProjection(targets);
 
@@ -172,7 +172,7 @@ public class SequenceFileScanner extends FileScanner {
         Text text = new Text();
         reader.getCurrentValue(text);
         cells = BytesUtils.splitPreserveAllTokens(text.getBytes(), 
-            delimiter, projectionMap, schema.getColumns().size());
+            delimiter, projectionMap, schema.getRootColumns().size());
         totalBytes += (long)text.getBytes().length;
         tuple = new LazyTuple(schema, cells, 0, nullChars, serde);
       }
@@ -197,7 +197,7 @@ public class SequenceFileScanner extends FileScanner {
    * So, tajo must make a tuple after parsing hive style BinarySerDe.
    */
   private Tuple makeTuple(BytesWritable value) throws IOException{
-    Tuple tuple = new VTuple(schema.getColumns().size());
+    Tuple tuple = new VTuple(schema.getRootColumns().size());
 
     int start = 0;
     int length = value.getLength();
@@ -213,7 +213,7 @@ public class SequenceFileScanner extends FileScanner {
     int lastFieldByteEnd = start + 1;
 
     // Go through all bytes in the byte[]
-    for (int i = 0; i < schema.getColumns().size(); i++) {
+    for (int i = 0; i < schema.getRootColumns().size(); i++) {
       fieldIsNull[i] = true;
       if ((nullByte & (1 << (i % 8))) != 0) {
         fieldIsNull[i] = false;
@@ -322,12 +322,12 @@ public class SequenceFileScanner extends FileScanner {
 
   @Override
   public boolean isProjectable() {
-    return true;
+    return false;
   }
 
   @Override
   public boolean isSelectable() {
-    return true;
+    return false;
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineDeserializer.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineDeserializer.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineDeserializer.java
index 03a0a26..0901c0b 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineDeserializer.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineDeserializer.java
@@ -19,6 +19,7 @@
 package org.apache.tajo.storage.text;
 
 import io.netty.buffer.ByteBuf;
+import org.apache.tajo.catalog.Column;
 import io.netty.buffer.ByteBufProcessor;
 import org.apache.tajo.catalog.Schema;
 import org.apache.tajo.catalog.TableMeta;
@@ -28,6 +29,7 @@ import org.apache.tajo.storage.FieldSerializerDeserializer;
 import org.apache.tajo.storage.Tuple;
 
 import java.io.IOException;
+import java.util.Arrays;
 
 public class CSVLineDeserializer extends TextLineDeserializer {
   private ByteBufProcessor processor;
@@ -35,8 +37,18 @@ public class CSVLineDeserializer extends TextLineDeserializer {
   private ByteBuf nullChars;
   private int delimiterCompensation;
 
-  public CSVLineDeserializer(Schema schema, TableMeta meta, int[] targetColumnIndexes) {
-    super(schema, meta, targetColumnIndexes);
+  private int [] targetColumnIndexes;
+  private Column [] projected;
+
+  public CSVLineDeserializer(Schema schema, TableMeta meta, Column [] projected) {
+    super(schema, meta);
+
+    this.projected = projected;
+    targetColumnIndexes = new int[projected.length];
+    for (int i = 0; i < projected.length; i++) {
+      targetColumnIndexes[i] = schema.getColumnId(projected[i].getQualifiedName());
+    }
+    Arrays.sort(targetColumnIndexes);
   }
 
   @Override
@@ -66,7 +78,7 @@ public class CSVLineDeserializer extends TextLineDeserializer {
     final int rowLength = lineBuf.readableBytes();
     int start = 0, fieldLength = 0, end = 0;
 
-    //Projection
+    // Projection
     int currentTarget = 0;
     int currentIndex = 0;
 
@@ -83,10 +95,10 @@ public class CSVLineDeserializer extends TextLineDeserializer {
         lineBuf.setIndex(start, start + fieldLength);
 
         try {
-          Datum datum = fieldSerDer.deserialize(lineBuf, schema.getColumn(currentIndex), currentIndex, nullChars);
-          output.put(currentIndex, datum);
+          Datum datum = fieldSerDer.deserialize(lineBuf, projected[currentTarget], currentIndex, nullChars);
+          output.put(currentTarget, datum);
         } catch (Exception e) {
-          output.put(currentIndex, NullDatum.get());
+          output.put(currentTarget, NullDatum.get());
         }
 
         currentTarget++;
@@ -103,7 +115,7 @@ public class CSVLineDeserializer extends TextLineDeserializer {
     /* If a text row is less than table schema size, tuple should set to NullDatum */
     if (projection.length > currentTarget) {
       for (; currentTarget < projection.length; currentTarget++) {
-        output.put(projection[currentTarget], NullDatum.get());
+        output.put(currentTarget, NullDatum.get());
       }
     }
   }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineSerDe.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineSerDe.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineSerDe.java
index 988d5d1..4ebdbe8 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineSerDe.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/CSVLineSerDe.java
@@ -19,6 +19,7 @@
 package org.apache.tajo.storage.text;
 
 import org.apache.commons.lang.StringEscapeUtils;
+import org.apache.tajo.catalog.Column;
 import org.apache.tajo.catalog.Schema;
 import org.apache.tajo.catalog.TableMeta;
 import org.apache.tajo.storage.StorageConstants;
@@ -26,8 +27,8 @@ import org.apache.tajo.util.Bytes;
 
 public class CSVLineSerDe extends TextLineSerDe {
   @Override
-  public TextLineDeserializer createDeserializer(Schema schema, TableMeta meta, int[] targetColumnIndexes) {
-    return new CSVLineDeserializer(schema, meta, targetColumnIndexes);
+  public TextLineDeserializer createDeserializer(Schema schema, TableMeta meta, Column [] projected) {
+    return new CSVLineDeserializer(schema, meta, projected);
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/DelimitedTextFile.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/DelimitedTextFile.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/DelimitedTextFile.java
index 5e7bd94..55a2b96 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/DelimitedTextFile.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/DelimitedTextFile.java
@@ -275,7 +275,6 @@ public class DelimitedTextFile {
     private final long endOffset;
     /** The number of actual read records */
     private int recordCount = 0;
-    private int[] targetColumnIndexes;
 
     private DelimitedLineReader reader;
     private TextLineDeserializer deserializer;
@@ -321,13 +320,7 @@ public class DelimitedTextFile {
         targets = schema.toArray();
       }
 
-      targetColumnIndexes = new int[targets.length];
-      for (int i = 0; i < targets.length; i++) {
-        targetColumnIndexes[i] = schema.getColumnId(targets[i].getQualifiedName());
-      }
-
       super.init();
-      Arrays.sort(targetColumnIndexes);
       if (LOG.isDebugEnabled()) {
         LOG.debug("DelimitedTextFileScanner open:" + fragment.getPath() + "," + startOffset + "," + endOffset);
       }
@@ -336,7 +329,7 @@ public class DelimitedTextFile {
         reader.readLine();  // skip first line;
       }
 
-      deserializer = getLineSerde().createDeserializer(schema, meta, targetColumnIndexes);
+      deserializer = getLineSerde().createDeserializer(schema, meta, targets);
       deserializer.init();
     }
 
@@ -391,7 +384,7 @@ public class DelimitedTextFile {
             return EmptyTuple.get();
           }
 
-          tuple = new VTuple(schema.size());
+          tuple = new VTuple(targets.length);
           tuple.setOffset(offset);
 
           try {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineDeserializer.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineDeserializer.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineDeserializer.java
index 89a7de9..f067cb3 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineDeserializer.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineDeserializer.java
@@ -31,12 +31,10 @@ import java.io.IOException;
 public abstract class TextLineDeserializer {
   protected final Schema schema;
   protected final TableMeta meta;
-  protected final int[] targetColumnIndexes;
 
-  public TextLineDeserializer(Schema schema, TableMeta meta, int [] targetColumnIndexes) {
+  public TextLineDeserializer(Schema schema, TableMeta meta) {
     this.schema = schema;
     this.meta = meta;
-    this.targetColumnIndexes = targetColumnIndexes;
   }
 
   /**

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineSerDe.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineSerDe.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineSerDe.java
index 1a53bb0..c09a83b 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineSerDe.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/text/TextLineSerDe.java
@@ -21,6 +21,7 @@ package org.apache.tajo.storage.text;
 import io.netty.buffer.ByteBuf;
 import org.apache.commons.lang.StringEscapeUtils;
 import org.apache.commons.lang.StringUtils;
+import org.apache.tajo.catalog.Column;
 import org.apache.tajo.catalog.Schema;
 import org.apache.tajo.catalog.TableMeta;
 import org.apache.tajo.datum.NullDatum;
@@ -36,7 +37,7 @@ public abstract class TextLineSerDe {
   public TextLineSerDe() {
   }
 
-  public abstract TextLineDeserializer createDeserializer(Schema schema, TableMeta meta, int [] targetColumnIndexes);
+  public abstract TextLineDeserializer createDeserializer(Schema schema, TableMeta meta, Column [] projected);
 
   public abstract TextLineSerializer createSerializer(Schema schema, TableMeta meta);
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestMergeScanner.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestMergeScanner.java b/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestMergeScanner.java
index 561e2ef..322818d 100644
--- a/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestMergeScanner.java
+++ b/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestMergeScanner.java
@@ -175,7 +175,19 @@ public class TestMergeScanner {
     Tuple tuple;
     while ((tuple = scanner.next()) != null) {
       totalCounts++;
-      if (isProjectableStorage(meta.getStoreType())) {
+
+      if (storeType == StoreType.RAW) {
+        assertEquals(4, tuple.size());
+        assertNotNull(tuple.get(0));
+        assertNotNull(tuple.get(1));
+        assertNotNull(tuple.get(2));
+        assertNotNull(tuple.get(3));
+      } else if (scanner.isProjectable()) {
+        assertEquals(2, tuple.size());
+        assertNotNull(tuple.get(0));
+        assertNotNull(tuple.get(1));
+      } else {
+        assertEquals(4, tuple.size());
         assertNotNull(tuple.get(0));
         assertNull(tuple.get(1));
         assertNotNull(tuple.get(2));
@@ -189,14 +201,13 @@ public class TestMergeScanner {
 
   private static boolean isProjectableStorage(StoreType type) {
     switch (type) {
-      case RCFILE:
-      case PARQUET:
-      case SEQUENCEFILE:
-      case CSV:
-      case AVRO:
-        return true;
-      default:
-        return false;
+    case CSV:
+    case SEQUENCEFILE:
+    case RAW:
+    case ROWFILE:
+      return false;
+    default:
+      return true;
     }
   }
 }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestStorages.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestStorages.java b/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestStorages.java
index 456ea00..a735307 100644
--- a/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestStorages.java
+++ b/tajo-storage/tajo-storage-hdfs/src/test/java/org/apache/tajo/storage/TestStorages.java
@@ -297,15 +297,7 @@ public class TestStorages {
     int tupleCnt = 0;
     Tuple tuple;
     while ((tuple = scanner.next()) != null) {
-      if (storeType == StoreType.RCFILE
-          || storeType == StoreType.CSV
-          || storeType == StoreType.PARQUET
-          || storeType == StoreType.SEQUENCEFILE
-          || storeType == StoreType.AVRO) {
-        assertTrue(tuple.get(0) == null);
-      }
-      assertTrue(tupleCnt + 2 == tuple.get(1).asInt8());
-      assertTrue(tupleCnt + 3 == tuple.get(2).asFloat4());
+      verifyProjectedFields(scanner.isProjectable(), tuple, tupleCnt);
       tupleCnt++;
     }
     scanner.close();
@@ -313,6 +305,20 @@ public class TestStorages {
     assertEquals(tupleNum, tupleCnt);
   }
 
+  private void verifyProjectedFields(boolean projectable, Tuple tuple, int tupleCnt) {
+    if (projectable) {
+      assertTrue(tupleCnt + 2 == tuple.get(0).asInt8());
+      assertTrue(tupleCnt + 3 == tuple.get(1).asFloat4());
+    } else {
+      // RAW and ROW always project all fields.
+      if (storeType != StoreType.RAW && storeType != StoreType.ROWFILE) {
+        assertTrue(tuple.get(0) == null);
+      }
+      assertTrue(tupleCnt + 2 == tuple.get(1).asInt8());
+      assertTrue(tupleCnt + 3 == tuple.get(2).asFloat4());
+    }
+  }
+
   @Test
   public void testVariousTypes() throws IOException {
     boolean handleProtobuf = storeType != StoreType.JSON;
@@ -956,7 +962,7 @@ public class TestStorages {
   @Test
   public void testLessThanSchemaSize() throws IOException {
     /* RAW is internal storage. It must be same with schema size */
-    if (storeType == StoreType.RAW || storeType == StoreType.AVRO){
+    if (storeType == StoreType.RAW || storeType == StoreType.AVRO || storeType == StoreType.PARQUET) {
       return;
     }
 
@@ -1008,7 +1014,12 @@ public class TestStorages {
     Tuple tuple = scanner.next();
     scanner.close();
 
-    assertEquals(expect.get(1), tuple.get(1));
-    assertEquals(NullDatum.get(), tuple.get(4));
+    if (scanner.isProjectable()) {
+      assertEquals(expect.get(1), tuple.get(0));
+      assertEquals(NullDatum.get(), tuple.get(1));
+    } else {
+      assertEquals(expect.get(1), tuple.get(1));
+      assertEquals(NullDatum.get(), tuple.get(4));
+    }
   }
 }


[3/3] tajo git commit: TAJO-1359: Add nested field projector and language extension to project nested record. (hyunsik)

Posted by hy...@apache.org.
TAJO-1359: Add nested field projector and language extension to project nested record. (hyunsik)

Closes #422


Project: http://git-wip-us.apache.org/repos/asf/tajo/repo
Commit: http://git-wip-us.apache.org/repos/asf/tajo/commit/0d1bf41f
Tree: http://git-wip-us.apache.org/repos/asf/tajo/tree/0d1bf41f
Diff: http://git-wip-us.apache.org/repos/asf/tajo/diff/0d1bf41f

Branch: refs/heads/master
Commit: 0d1bf41f3aff119af5d95270d735101a81d5721c
Parents: ddd3921
Author: Hyunsik Choi <hy...@apache.org>
Authored: Mon May 11 14:34:07 2015 -0700
Committer: Hyunsik Choi <hy...@apache.org>
Committed: Mon May 11 14:35:09 2015 -0700

----------------------------------------------------------------------
 CHANGES                                         |   7 +-
 .../org/apache/tajo/catalog/CatalogUtil.java    |  12 +-
 .../org/apache/tajo/catalog/NestedPathUtil.java | 109 ++++++
 .../java/org/apache/tajo/catalog/Schema.java    | 109 +++++-
 .../org/apache/tajo/catalog/SchemaUtil.java     |  33 +-
 .../tajo/catalog/store/HiveCatalogStore.java    |   4 +-
 .../cli/tsql/commands/DescTableCommand.java     |   4 +-
 .../org/apache/tajo/storage/RowStoreUtil.java   |   2 +-
 .../java/org/apache/tajo/storage/Tuple.java     |   2 +-
 .../java/org/apache/tajo/util/StringUtils.java  |  70 ++++
 .../main/java/org/apache/tajo/util/TUtil.java   |  32 --
 .../org/apache/tajo/engine/parser/SQLParser.g4  |   2 +-
 .../apache/tajo/engine/parser/SQLAnalyzer.java  |  17 +-
 .../engine/planner/PhysicalPlannerImpl.java     |  17 +-
 .../tajo/engine/planner/global/DataChannel.java |   4 +-
 .../engine/planner/global/GlobalPlanner.java    |   6 +-
 .../global/builder/DistinctGroupbyBuilder.java  |   6 +-
 .../DistinctGroupbyThirdAggregationExec.java    |   2 +-
 .../planner/physical/PhysicalPlanUtil.java      |   2 +-
 .../engine/planner/physical/SeqScanExec.java    |  27 +-
 .../tajo/engine/utils/TupleCacheScanner.java    |   2 +-
 .../org/apache/tajo/engine/utils/TupleUtil.java |   8 +-
 .../exec/NonForwardQueryResultFileScanner.java  |   2 +-
 .../NonForwardQueryResultSystemScanner.java     |  20 +-
 .../resources/webapps/admin/catalogview.jsp     |   5 +-
 .../engine/function/TestFunctionLoader.java     |   5 +-
 .../tajo/engine/planner/TestLogicalPlanner.java |   8 +-
 .../apache/tajo/engine/query/TestCTASQuery.java |   4 +-
 .../tajo/engine/query/TestJoinBroadcast.java    |   2 +-
 .../engine/query/TestSelectNestedRecord.java    |  71 ++++
 .../java/org/apache/tajo/jdbc/TestTajoJdbc.java |   2 +-
 .../rs/resources/TestQueryResultResource.java   |   6 +-
 .../TestSelectNestedRecord/sample1/table.json   |   3 +
 .../TestSelectNestedRecord/tweets/sample1.json  |   4 +
 .../TestSelectNestedRecord/sample1_ddl.sql      |   7 +
 .../TestSelectNestedRecord/sample2_ddl.sql      |  19 ++
 .../testNestedFieldAsGroupbyKey1.sql            |   7 +
 .../testNestedFieldAsJoinKey1.sql               |   7 +
 .../TestSelectNestedRecord/testSelect1.sql      |   1 +
 .../TestSelectNestedRecord/testSelect2.sql      |  61 ++++
 .../TestSelectNestedRecord/tweets_ddl.sql       |  74 +++++
 .../testSelectWithParentheses2.sql              |   2 +-
 .../testNestedFieldAsGroupbyKey1.result         |   6 +
 .../testNestedFieldAsJoinKey1.result            |   6 +
 .../TestSelectNestedRecord/testSelect1.result   |   5 +
 .../TestSelectNestedRecord/testSelect2.result   |   6 +
 .../apache/tajo/jdbc/TajoDatabaseMetaData.java  |   2 +-
 .../tajo/plan/LogicalPlanPreprocessor.java      |   4 +-
 .../org/apache/tajo/plan/LogicalPlanner.java    |  32 +-
 .../apache/tajo/plan/expr/RowConstantEval.java  |   3 +-
 .../tajo/plan/expr/WindowFunctionEval.java      |   3 +-
 .../function/python/PythonScriptEngine.java     |  12 +-
 .../GreedyHeuristicJoinOrderAlgorithm.java      |   8 +-
 .../apache/tajo/plan/joinorder/JoinEdge.java    |   4 +-
 .../apache/tajo/plan/joinorder/JoinGraph.java   |   6 +-
 .../tajo/plan/logical/DistinctGroupbyNode.java  |   4 +-
 .../apache/tajo/plan/logical/EvalExprNode.java  |   3 +-
 .../apache/tajo/plan/logical/GroupbyNode.java   |  10 +-
 .../tajo/plan/logical/ProjectionNode.java       |   3 +-
 .../apache/tajo/plan/logical/RelationNode.java  |  12 +
 .../tajo/plan/logical/ShuffleFileWriteNode.java |   3 +-
 .../tajo/plan/logical/TruncateTableNode.java    |   4 +-
 .../apache/tajo/plan/logical/WindowAggNode.java |   7 +-
 .../tajo/plan/nameresolver/NameResolver.java    | 194 ++++++++---
 .../plan/nameresolver/ResolverByLegacy.java     |   8 +-
 .../plan/rewrite/rules/FilterPushDownRule.java  |   4 +-
 .../rewrite/rules/PartitionedTableRewriter.java |   4 +-
 .../org/apache/tajo/plan/util/PlannerUtil.java  |   2 +-
 .../tajo/plan/verifier/LogicalPlanVerifier.java |  24 +-
 .../plan/verifier/PreLogicalPlanVerifier.java   |   6 +-
 .../org/apache/tajo/storage/MergeScanner.java   |   2 +-
 .../org/apache/tajo/storage/RowStoreUtil.java   |   2 +-
 .../java/org/apache/tajo/storage/Scanner.java   |   9 +
 .../org/apache/tajo/storage/StorageManager.java |   4 +-
 .../storage/hbase/AbstractHBaseAppender.java    |   2 -
 .../tajo/storage/hbase/ColumnMapping.java       |   2 +-
 .../HBaseBinarySerializerDeserializer.java      |  10 +-
 .../apache/tajo/storage/hbase/HBaseScanner.java |  22 +-
 .../tajo/storage/hbase/HBaseStorageManager.java |   6 +-
 .../java/org/apache/tajo/storage/CSVFile.java   |   2 +-
 .../org/apache/tajo/storage/FileScanner.java    |   2 +-
 .../apache/tajo/storage/FileStorageManager.java |   2 +-
 .../apache/tajo/storage/avro/AvroScanner.java   |  25 +-
 .../tajo/storage/json/JsonLineDeserializer.java | 331 +++++++++++--------
 .../apache/tajo/storage/json/JsonLineSerDe.java |   5 +-
 .../tajo/storage/json/JsonLineSerializer.java   |   2 -
 .../storage/parquet/TajoRecordConverter.java    |   7 +-
 .../org/apache/tajo/storage/rcfile/RCFile.java  |  10 +-
 .../sequencefile/SequenceFileScanner.java       |  16 +-
 .../tajo/storage/text/CSVLineDeserializer.java  |  26 +-
 .../apache/tajo/storage/text/CSVLineSerDe.java  |   5 +-
 .../tajo/storage/text/DelimitedTextFile.java    |  11 +-
 .../tajo/storage/text/TextLineDeserializer.java |   4 +-
 .../apache/tajo/storage/text/TextLineSerDe.java |   3 +-
 .../apache/tajo/storage/TestMergeScanner.java   |  29 +-
 .../org/apache/tajo/storage/TestStorages.java   |  35 +-
 96 files changed, 1279 insertions(+), 467 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/CHANGES
----------------------------------------------------------------------
diff --git a/CHANGES b/CHANGES
index 0aad306..84be66a 100644
--- a/CHANGES
+++ b/CHANGES
@@ -27,8 +27,8 @@ Release 0.11.0 - unreleased
     TAJO-1452: Improve function listing order (Contributed Dongjoon Hyun, 
     Committed by hyunsik)
 
-    TAJO-1576: Sometimes DefaultTajoCliOutputFormatter.parseErrorMessage() eliminates 
-    an important kind of information. 
+    TAJO-1576: Sometimes DefaultTajoCliOutputFormatter.parseErrorMessage() 
+    eliminates an important kind of information. 
     (Contributed by Jongyoung Park, Committed by jihoon)
 
     TAJO-1408: Make IntermediateEntryProto more compact. 
@@ -277,6 +277,9 @@ Release 0.11.0 - unreleased
 
   SUB TASKS
 
+    TAJO-1359: Add nested field projector and language extension to project 
+    nested record. (hyunsik)
+
     TAJO-1529: Implement json_extract_path_text(string, string) function.
     (jinho)
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/CatalogUtil.java
----------------------------------------------------------------------
diff --git a/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/CatalogUtil.java b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/CatalogUtil.java
index 12f36b1..8e5b657 100644
--- a/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/CatalogUtil.java
+++ b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/CatalogUtil.java
@@ -171,6 +171,16 @@ public class CatalogUtil {
     return openQuote && closeQuote;
   }
 
+  /**
+   * True if a given name is a simple identifier, meaning is not a dot-chained name.
+   *
+   * @param columnOrTableName Column or Table name to be checked
+   * @return True if a given name is a simple identifier. Otherwise, it will return False.
+   */
+  public static boolean isSimpleIdentifier(String columnOrTableName) {
+    return columnOrTableName.split(CatalogConstants.IDENTIFIER_DELIMITER_REGEXP).length == 1;
+  }
+
   public static boolean isFQColumnName(String tableName) {
     return tableName.split(CatalogConstants.IDENTIFIER_DELIMITER_REGEXP).length == 3;
   }
@@ -662,7 +672,7 @@ public class CatalogUtil {
       if (types[i].getType() != Type.NULL_TYPE) {
         Type candidate = TUtil.getFromNestedMap(OPERATION_CASTING_MAP, widest.getType(), types[i].getType());
         if (candidate == null) {
-          throw new InvalidOperationException("No matched operation for those types: " + TUtil.arrayToString
+          throw new InvalidOperationException("No matched operation for those types: " + StringUtils.join
               (types));
         }
         widest = newSimpleDataType(candidate);

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/NestedPathUtil.java
----------------------------------------------------------------------
diff --git a/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/NestedPathUtil.java b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/NestedPathUtil.java
new file mode 100644
index 0000000..58b4f26
--- /dev/null
+++ b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/NestedPathUtil.java
@@ -0,0 +1,109 @@
+/**
+ * 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.tajo.catalog;
+
+import com.google.common.base.Preconditions;
+import org.apache.tajo.common.TajoDataTypes.Type;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+/**
+ * Utility methods for nested field
+ */
+public class NestedPathUtil {
+  public static final String PATH_DELIMITER = "/";
+
+  public static final List<String> ROOT_PATH = Collections.unmodifiableList(new ArrayList<String>());
+
+  public static boolean isPath(String name) {
+    return name.indexOf(PATH_DELIMITER.charAt(0)) >= 0;
+  }
+
+  public static String makePath(String[] parts) {
+    return makePath(parts, 0);
+  }
+
+  public static String makePath(String[] parts, int startIndex) {
+    return makePath(parts, startIndex, parts.length);
+  }
+
+  /**
+   * Make a nested field path
+   *
+   * @param parts path parts
+   * @param startIndex startIndex
+   * @param depth Depth
+   * @return Path
+   */
+  public static String makePath(String[] parts, int startIndex, int depth) {
+    Preconditions.checkArgument(startIndex <= (parts.length - 1));
+
+    StringBuilder sb = new StringBuilder();
+    for (int i = startIndex; i < depth; i++) {
+      sb.append(PATH_DELIMITER);
+      sb.append(parts[i].toString());
+    }
+
+    return sb.toString();
+  }
+
+  /**
+   * Lookup the actual column corresponding to a given path.
+   * We assume that a path starts with the slash '/' and it
+   * does not include the root field.
+   *
+   * @param nestedField Nested column
+   * @param path Path which starts with '/';
+   * @return Column corresponding to the path
+   */
+  public static Column lookupPath(Column nestedField, String path) {
+    Preconditions.checkArgument(path.charAt(0) == PATH_DELIMITER.charAt(0),
+        "A nested field path must start with slash '/'.");
+
+    // We assume that path starts with '/', causing an empty string "" at 0 in the path splits.
+    // So, we should start the index from 1 instead of 0.
+    return lookupPath(nestedField, path.split(PATH_DELIMITER));
+  }
+
+  public static Column lookupPath(Column nestedField, String [] paths) {
+    // We assume that path starts with '/', causing an empty string "" at 0 in the path splits.
+    // So, we should start the index from 1 instead of 0.
+    return lookupColumnInternal(nestedField, paths, 1);
+  }
+
+  private static Column lookupColumnInternal(Column currentColumn, String [] paths, int depth) {
+    Column found = null;
+
+    if (currentColumn.getDataType().getType() == Type.RECORD) {
+      found = currentColumn.typeDesc.nestedRecordSchema.getColumn(paths[depth]);
+    }
+
+    if (found != null) {
+      if (found.getDataType().getType() == Type.RECORD) {
+        return lookupColumnInternal(found, paths, depth + 1);
+      } else {
+        return found;
+      }
+    } else {
+      throw new NoSuchFieldError(makePath(paths));
+    }
+  }
+}

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/Schema.java
----------------------------------------------------------------------
diff --git a/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/Schema.java b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/Schema.java
index 054cc2c..0e4b741 100644
--- a/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/Schema.java
+++ b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/Schema.java
@@ -32,6 +32,7 @@ import org.apache.tajo.common.ProtoObject;
 import org.apache.tajo.common.TajoDataTypes.DataType;
 import org.apache.tajo.common.TajoDataTypes.Type;
 import org.apache.tajo.json.GsonObject;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 import java.util.*;
@@ -135,7 +136,8 @@ public class Schema implements ProtoObject<SchemaProto>, Cloneable, GsonObject {
    * @param qualifier The qualifier
    */
   public void setQualifier(String qualifier) {
-    List<Column> columns = getColumns();
+    // only change root fields, and must keep each nested field simple name
+    List<Column> columns = getRootColumns();
 
     fields.clear();
     fieldsByQualifiedName.clear();
@@ -180,14 +182,39 @@ public class Schema implements ProtoObject<SchemaProto>, Cloneable, GsonObject {
    * @return The column matched to a given column name.
    */
   public Column getColumn(String name) {
-    String [] parts = name.split("\\.");
-    // Some of the string can includes database name and table name and column name.
-    // For example, it can be 'default.table1.id'.
-    // Therefore, spilt string array length can be 3.
-    if (parts.length >= 2) {
-      return getColumnByQName(name);
+
+    if (NestedPathUtil.isPath(name)) {
+
+      // TODO - to be refactored
+      if (fieldsByQualifiedName.containsKey(name)) {
+        Column flattenColumn = fields.get(fieldsByQualifiedName.get(name));
+        if (flattenColumn != null) {
+          return flattenColumn;
+        }
+      }
+
+      String [] paths = name.split(NestedPathUtil.PATH_DELIMITER);
+      Column column = getColumn(paths[0]);
+      if (column == null) {
+        return null;
+      }
+      Column actualColumn = NestedPathUtil.lookupPath(column, paths);
+
+      Column columnPath = new Column(
+          column.getQualifiedName() + NestedPathUtil.makePath(paths, 1),
+          actualColumn.typeDesc);
+
+      return columnPath;
     } else {
-      return getColumnByName(name);
+      String[] parts = name.split("\\.");
+      // Some of the string can includes database name and table name and column name.
+      // For example, it can be 'default.table1.id'.
+      // Therefore, spilt string array length can be 3.
+      if (parts.length >= 2) {
+        return getColumnByQName(name);
+      } else {
+        return getColumnByName(name);
+      }
     }
   }
 
@@ -268,12 +295,46 @@ public class Schema implements ProtoObject<SchemaProto>, Cloneable, GsonObject {
     }
     return -1;
   }
-	
-	public List<Column> getColumns() {
+
+  /**
+   * Get root columns, meaning all columns except for nested fields.
+   *
+   * @return A list of root columns
+   */
+	public List<Column> getRootColumns() {
 		return ImmutableList.copyOf(fields);
 	}
 
+  /**
+   * Get all columns, including all nested fields
+   *
+   * @return A list of all columns
+   */
+  public List<Column> getAllColumns() {
+    final List<Column> columnList = TUtil.newList();
+
+    SchemaUtil.visitSchema(this, new ColumnVisitor() {
+      @Override
+      public void visit(int depth, List<String> path, Column column) {
+        if (path.size() > 0) {
+          String parentPath = StringUtils.join(path, NestedPathUtil.PATH_DELIMITER);
+          String currentPath = parentPath + NestedPathUtil.PATH_DELIMITER + column.getSimpleName();
+          columnList.add(new Column(currentPath, column.getTypeDesc()));
+        } else {
+          columnList.add(column);
+        }
+      }
+    });
+
+    return columnList;
+  }
+
   public boolean contains(String name) {
+    // TODO - It's a hack
+    if (NestedPathUtil.isPath(name)) {
+      return (getColumn(name) != null);
+    }
+
     if (fieldsByQualifiedName.containsKey(name)) {
       return true;
     }
@@ -288,6 +349,11 @@ public class Schema implements ProtoObject<SchemaProto>, Cloneable, GsonObject {
   }
 
   public boolean contains(Column column) {
+    // TODO - It's a hack
+    if (NestedPathUtil.isPath(column.getQualifiedName())) {
+      return (getColumn(column.getQualifiedName()) != null);
+    }
+
     if (column.hasQualifier()) {
       return fieldsByQualifiedName.containsKey(column.getQualifiedName());
     } else {
@@ -314,7 +380,24 @@ public class Schema implements ProtoObject<SchemaProto>, Cloneable, GsonObject {
   }
 
   public boolean containsAll(Collection<Column> columns) {
-    return fields.containsAll(columns);
+    boolean containFlag = true;
+
+    for (Column c :columns) {
+      if (NestedPathUtil.isPath(c.getSimpleName())) {
+        if (contains(c.getQualifiedName())) {
+          containFlag &= true;
+        } else {
+          String[] paths = c.getQualifiedName().split("/");
+          boolean existRootPath = contains(paths[0]);
+          boolean existLeafPath = getColumn(c.getSimpleName()) != null;
+          containFlag &= existRootPath && existLeafPath;
+        }
+      } else {
+        containFlag &= fields.contains(c);
+      }
+    }
+
+    return containFlag;
   }
 
   public synchronized Schema addColumn(String name, TypeDesc typeDesc) {
@@ -351,7 +434,7 @@ public class Schema implements ProtoObject<SchemaProto>, Cloneable, GsonObject {
 	}
 	
 	public synchronized void addColumns(Schema schema) {
-    for(Column column : schema.getColumns()) {
+    for(Column column : schema.getRootColumns()) {
       addColumn(column);
     }
   }
@@ -396,7 +479,7 @@ public class Schema implements ProtoObject<SchemaProto>, Cloneable, GsonObject {
     }
 
     @Override
-    public void visit(int depth, Column column) {
+    public void visit(int depth, List<String> path, Column column) {
 
       if (column.getDataType().getType() == Type.RECORD) {
         DataType.Builder updatedType = DataType.newBuilder(column.getDataType());

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/SchemaUtil.java
----------------------------------------------------------------------
diff --git a/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/SchemaUtil.java b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/SchemaUtil.java
index f2bb71c..c6b2f69 100644
--- a/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/SchemaUtil.java
+++ b/tajo-catalog/tajo-catalog-common/src/main/java/org/apache/tajo/catalog/SchemaUtil.java
@@ -18,6 +18,10 @@
 
 package org.apache.tajo.catalog;
 
+import org.apache.tajo.util.TUtil;
+
+import java.util.List;
+
 import static org.apache.tajo.common.TajoDataTypes.DataType;
 import static org.apache.tajo.common.TajoDataTypes.Type;
 
@@ -34,12 +38,12 @@ public class SchemaUtil {
   static int tmpColumnSeq = 0;
   public static Schema merge(Schema left, Schema right) {
     Schema merged = new Schema();
-    for(Column col : left.getColumns()) {
+    for(Column col : left.getRootColumns()) {
       if (!merged.containsByQualifiedName(col.getQualifiedName())) {
         merged.addColumn(col);
       }
     }
-    for(Column col : right.getColumns()) {
+    for(Column col : right.getRootColumns()) {
       if (merged.containsByQualifiedName(col.getQualifiedName())) {
         merged.addColumn("?fake" + (tmpColumnSeq++), col.getDataType());
       } else {
@@ -59,7 +63,7 @@ public class SchemaUtil {
    */
   public static Schema getNaturalJoinColumns(Schema left, Schema right) {
     Schema common = new Schema();
-    for (Column outer : left.getColumns()) {
+    for (Column outer : left.getRootColumns()) {
       if (!common.containsByName(outer.getSimpleName()) && right.containsByName(outer.getSimpleName())) {
         common.addColumn(new Column(outer.getSimpleName(), outer.getDataType()));
       }
@@ -113,7 +117,7 @@ public class SchemaUtil {
    * Column visitor interface
    */
   public static interface ColumnVisitor {
-    public void visit(int depth, Column column);
+    public void visit(int depth, List<String> path, Column column);
   }
 
   /**
@@ -122,8 +126,8 @@ public class SchemaUtil {
    * @param function
    */
   public static void visitSchema(Schema schema, ColumnVisitor function) {
-      for(Column col : schema.getColumns()) {
-        visitInDepthFirstOrder(0, function, col);
+      for(Column col : schema.getRootColumns()) {
+        visitInDepthFirstOrder(0, NestedPathUtil.ROOT_PATH, function, col);
       }
   }
 
@@ -134,14 +138,21 @@ public class SchemaUtil {
    * @param function Visitor
    * @param column Current visiting column
    */
-  private static void visitInDepthFirstOrder(int depth, ColumnVisitor function, Column column) {
+  private static void visitInDepthFirstOrder(int depth,
+                                             final List<String> path,
+                                             ColumnVisitor function,
+                                             Column column) {
+
     if (column.getDataType().getType() == Type.RECORD) {
-      for (Column nestedColumn : column.typeDesc.nestedRecordSchema.getColumns()) {
-        visitInDepthFirstOrder(depth + 1, function, nestedColumn);
+      for (Column nestedColumn : column.typeDesc.nestedRecordSchema.getRootColumns()) {
+        List<String> newPath = TUtil.newList(path);
+        newPath.add(column.getQualifiedName());
+
+        visitInDepthFirstOrder(depth + 1, newPath, function, nestedColumn);
       }
-      function.visit(depth, column);
+      function.visit(depth, path, column);
     } else {
-      function.visit(depth, column);
+      function.visit(depth, path, column);
     }
   }
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-catalog/tajo-catalog-drivers/tajo-hive/src/main/java/org/apache/tajo/catalog/store/HiveCatalogStore.java
----------------------------------------------------------------------
diff --git a/tajo-catalog/tajo-catalog-drivers/tajo-hive/src/main/java/org/apache/tajo/catalog/store/HiveCatalogStore.java b/tajo-catalog/tajo-catalog-drivers/tajo-hive/src/main/java/org/apache/tajo/catalog/store/HiveCatalogStore.java
index 5b1a996..6acdbd1 100644
--- a/tajo-catalog/tajo-catalog-drivers/tajo-hive/src/main/java/org/apache/tajo/catalog/store/HiveCatalogStore.java
+++ b/tajo-catalog/tajo-catalog-drivers/tajo-hive/src/main/java/org/apache/tajo/catalog/store/HiveCatalogStore.java
@@ -453,7 +453,7 @@ public class HiveCatalogStore extends CatalogConstants implements CatalogStore {
       }
 
       // set column information
-      List<Column> columns = tableDesc.getSchema().getColumns();
+      List<Column> columns = tableDesc.getSchema().getRootColumns();
       ArrayList<FieldSchema> cols = new ArrayList<FieldSchema>(columns.size());
 
       for (Column eachField : columns) {
@@ -465,7 +465,7 @@ public class HiveCatalogStore extends CatalogConstants implements CatalogStore {
       // set partition keys
       if (tableDesc.hasPartition() && tableDesc.getPartitionMethod().getPartitionType().equals(PartitionType.COLUMN)) {
         List<FieldSchema> partitionKeys = new ArrayList<FieldSchema>();
-        for (Column eachPartitionKey : tableDesc.getPartitionMethod().getExpressionSchema().getColumns()) {
+        for (Column eachPartitionKey : tableDesc.getPartitionMethod().getExpressionSchema().getRootColumns()) {
           partitionKeys.add(new FieldSchema(eachPartitionKey.getSimpleName(),
               HiveCatalogUtil.getHiveFieldType(eachPartitionKey.getDataType()), ""));
         }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-cli/src/main/java/org/apache/tajo/cli/tsql/commands/DescTableCommand.java
----------------------------------------------------------------------
diff --git a/tajo-cli/src/main/java/org/apache/tajo/cli/tsql/commands/DescTableCommand.java b/tajo-cli/src/main/java/org/apache/tajo/cli/tsql/commands/DescTableCommand.java
index a3960e6..a5b53f2 100644
--- a/tajo-cli/src/main/java/org/apache/tajo/cli/tsql/commands/DescTableCommand.java
+++ b/tajo-cli/src/main/java/org/apache/tajo/cli/tsql/commands/DescTableCommand.java
@@ -27,7 +27,7 @@ import org.apache.tajo.catalog.TableDesc;
 import org.apache.tajo.catalog.partition.PartitionMethodDesc;
 import org.apache.tajo.cli.tsql.TajoCli;
 import org.apache.tajo.util.FileUtil;
-import org.apache.tajo.util.TUtil;
+import org.apache.tajo.util.StringUtils;
 
 import java.util.List;
 import java.util.Map;
@@ -126,7 +126,7 @@ public class DescTableCommand extends TajoShellCommand {
       sb.append("type:").append(partition.getPartitionType().name()).append("\n");
 
       sb.append("columns:").append(":");
-      sb.append(TUtil.arrayToString(partition.getExpressionSchema().toArray()));
+      sb.append(StringUtils.join(partition.getExpressionSchema().toArray()));
     }
 
     return sb.toString();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-client/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
----------------------------------------------------------------------
diff --git a/tajo-client/src/main/java/org/apache/tajo/storage/RowStoreUtil.java b/tajo-client/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
index 385f99c..6e16095 100644
--- a/tajo-client/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
+++ b/tajo-client/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
@@ -36,7 +36,7 @@ public class RowStoreUtil {
   public static int[] getTargetIds(Schema inSchema, Schema outSchema) {
     int[] targetIds = new int[outSchema.size()];
     int i = 0;
-    for (Column target : outSchema.getColumns()) {
+    for (Column target : outSchema.getRootColumns()) {
       targetIds[i] = inSchema.getColumnId(target.getQualifiedName());
       i++;
     }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-common/src/main/java/org/apache/tajo/storage/Tuple.java
----------------------------------------------------------------------
diff --git a/tajo-common/src/main/java/org/apache/tajo/storage/Tuple.java b/tajo-common/src/main/java/org/apache/tajo/storage/Tuple.java
index aec784f..fce10a3 100644
--- a/tajo-common/src/main/java/org/apache/tajo/storage/Tuple.java
+++ b/tajo-common/src/main/java/org/apache/tajo/storage/Tuple.java
@@ -41,8 +41,8 @@ public interface Tuple extends Cloneable {
 	
 	void put(Datum[] values);
 	
+
 	Datum get(int fieldId);
-	
 	void setOffset(long offset);
 	
 	long getOffset();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-common/src/main/java/org/apache/tajo/util/StringUtils.java
----------------------------------------------------------------------
diff --git a/tajo-common/src/main/java/org/apache/tajo/util/StringUtils.java b/tajo-common/src/main/java/org/apache/tajo/util/StringUtils.java
index d035e4a..0a16072 100644
--- a/tajo-common/src/main/java/org/apache/tajo/util/StringUtils.java
+++ b/tajo-common/src/main/java/org/apache/tajo/util/StringUtils.java
@@ -371,4 +371,74 @@ public class StringUtils {
     
     return resultArray;
   }
+
+  /**
+   * Concatenate all objects' string with a delimiter string
+   *
+   * @param objects Iterable objects
+   * @param delimiter Delimiter string
+   * @return A joined string
+   */
+  public static String join(Iterable objects, String delimiter) {
+    boolean first = true;
+    StringBuilder sb = new StringBuilder();
+    for(Object object : objects) {
+      if (first) {
+        first = false;
+      } else {
+        sb.append(delimiter);
+      }
+
+      sb.append(object.toString());
+    }
+
+    return sb.toString();
+  }
+
+  /**
+   * Concatenate all objects' string with the delimiter ", "
+   *
+   * @param objects Iterable objects
+   * @return A joined string
+   */
+  public static String join(Object[] objects) {
+    return join(objects, ", ", 0, objects.length);
+  }
+
+  /**
+   * Concatenate all objects' string with a delimiter string
+   *
+   * @param objects object array
+   * @param delimiter Delimiter string
+   * @param startIndex the begin index to join
+   * @return A joined string
+   */
+  public static String join(Object[] objects, String delimiter, int startIndex) {
+    return join(objects, delimiter, startIndex, objects.length);
+  }
+
+  /**
+   * Concatenate all objects' string with a delimiter string
+   *
+   * @param objects object array
+   * @param delimiter Delimiter string
+   * @param startIndex the begin index to join
+   * @param length the number of columns to be joined
+   * @return A joined string
+   */
+  public static String join(Object[] objects, String delimiter, int startIndex, int length) {
+    boolean first = true;
+    StringBuilder sb = new StringBuilder();
+    for(int i = startIndex; i + startIndex < length; i++) {
+      if (first) {
+        first = false;
+      } else {
+        sb.append(delimiter);
+      }
+
+      sb.append(objects[i].toString());
+    }
+
+    return sb.toString();
+  }
 }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-common/src/main/java/org/apache/tajo/util/TUtil.java
----------------------------------------------------------------------
diff --git a/tajo-common/src/main/java/org/apache/tajo/util/TUtil.java b/tajo-common/src/main/java/org/apache/tajo/util/TUtil.java
index 75f3e2a..2293ef5 100644
--- a/tajo-common/src/main/java/org/apache/tajo/util/TUtil.java
+++ b/tajo-common/src/main/java/org/apache/tajo/util/TUtil.java
@@ -240,38 +240,6 @@ public class TUtil {
     }
   }
 
-  public static String collectionToString(Collection objects, String delimiter) {
-    boolean first = true;
-    StringBuilder sb = new StringBuilder();
-    for(Object object : objects) {
-      if (first) {
-        first = false;
-      } else {
-        sb.append(delimiter);
-      }
-
-      sb.append(object.toString());
-    }
-
-    return sb.toString();
-  }
-
-  public static String arrayToString(Object [] objects) {
-    boolean first = true;
-    StringBuilder sb = new StringBuilder();
-    for(Object object : objects) {
-      if (first) {
-        first = false;
-      } else {
-        sb.append(", ");
-      }
-
-      sb.append(object.toString());
-    }
-
-    return sb.toString();
-  }
-
   public static <T> T [] toArray(Collection<T> collection, Class<T> type) {
     T array = (T) Array.newInstance(type, collection.size());
     return collection.toArray((T[]) array);

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/antlr4/org/apache/tajo/engine/parser/SQLParser.g4
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/antlr4/org/apache/tajo/engine/parser/SQLParser.g4 b/tajo-core/src/main/antlr4/org/apache/tajo/engine/parser/SQLParser.g4
index 1a63470..3ab11bd 100644
--- a/tajo-core/src/main/antlr4/org/apache/tajo/engine/parser/SQLParser.g4
+++ b/tajo-core/src/main/antlr4/org/apache/tajo/engine/parser/SQLParser.g4
@@ -1307,7 +1307,7 @@ set_qualifier
   ;
 
 column_reference
-  : ((db_name = identifier DOT)? (tb_name=identifier DOT))? name=identifier
+  : identifier (DOT identifier)*
   ;
 
 as_clause

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/parser/SQLAnalyzer.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/parser/SQLAnalyzer.java b/tajo-core/src/main/java/org/apache/tajo/engine/parser/SQLAnalyzer.java
index 6d32fa5..7c99868 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/parser/SQLAnalyzer.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/parser/SQLAnalyzer.java
@@ -1054,14 +1054,17 @@ public class SQLAnalyzer extends SQLParserBaseVisitor<Expr> {
 
   @Override
   public ColumnReferenceExpr visitColumn_reference(SQLParser.Column_referenceContext ctx) {
-    ColumnReferenceExpr column = new ColumnReferenceExpr(ctx.name.getText());
-    if (checkIfExist(ctx.db_name)) {
-      column.setQualifier(CatalogUtil.buildFQName(ctx.db_name.getText(), ctx.tb_name.getText()));
-    } else if (ctx.tb_name != null) {
-      column.setQualifier(ctx.tb_name.getText());
+    String columnReferenceName = ctx.getText();
+    // find the last dot (.) position to separate a name into both a qualifier and name
+    int lastDotIdx = columnReferenceName.lastIndexOf(".");
+
+    if (lastDotIdx > 0) { // if any qualifier is given
+      String qualifier = columnReferenceName.substring(0, lastDotIdx);
+      String name = columnReferenceName.substring(lastDotIdx + 1, columnReferenceName.length());
+      return new ColumnReferenceExpr(qualifier, name);
+    } else {
+      return new ColumnReferenceExpr(ctx.getText());
     }
-
-    return column;
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/planner/PhysicalPlannerImpl.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/planner/PhysicalPlannerImpl.java b/tajo-core/src/main/java/org/apache/tajo/engine/planner/PhysicalPlannerImpl.java
index f132793..506b03e 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/planner/PhysicalPlannerImpl.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/planner/PhysicalPlannerImpl.java
@@ -55,6 +55,7 @@ import org.apache.tajo.storage.fragment.Fragment;
 import org.apache.tajo.storage.fragment.FragmentConvertor;
 import org.apache.tajo.util.FileUtil;
 import org.apache.tajo.util.IndexUtil;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 import org.apache.tajo.worker.TaskAttemptContext;
 
@@ -275,7 +276,7 @@ public class PhysicalPlannerImpl implements PhysicalPlanner {
     LOG.info(String.format("[%s] the volume of %s relations (%s) is %s and is %sfit to main maemory.",
         context.getTaskId().toString(),
         (left ? "Left" : "Right"),
-        TUtil.arrayToString(lineage),
+        StringUtils.join(lineage),
         FileUtil.humanReadableByteCount(volume, false),
         (inMemoryInnerJoinFlag ? "" : "not ")));
     return inMemoryInnerJoinFlag;
@@ -398,18 +399,18 @@ public class PhysicalPlannerImpl implements PhysicalPlanner {
       larger = right;
       LOG.info(String.format("[%s] Left relations %s (%s) is smaller than Right relations %s (%s).",
           context.getTaskId().toString(),
-          TUtil.arrayToString(leftLineage),
+          StringUtils.join(leftLineage),
           FileUtil.humanReadableByteCount(leftSize, false),
-          TUtil.arrayToString(rightLineage),
+          StringUtils.join(rightLineage),
           FileUtil.humanReadableByteCount(rightSize, false)));
     } else {
       smaller = right;
       larger = left;
       LOG.info(String.format("[%s] Right relations %s (%s) is smaller than Left relations %s (%s).",
           context.getTaskId().toString(),
-          TUtil.arrayToString(rightLineage),
+          StringUtils.join(rightLineage),
           FileUtil.humanReadableByteCount(rightSize, false),
-          TUtil.arrayToString(leftLineage),
+          StringUtils.join(leftLineage),
           FileUtil.humanReadableByteCount(leftSize, false)));
     }
 
@@ -858,7 +859,7 @@ public class PhysicalPlannerImpl implements PhysicalPlanner {
     } else if (storeTableNode.getType() == NodeType.CREATE_TABLE) {
       int i = 0;
       for (int j = 0; j < partitionKeyColumns.length; j++) {
-        int id = storeTableNode.getOutSchema().getColumns().size() + j;
+        int id = storeTableNode.getOutSchema().getRootColumns().size() + j;
         Column column = storeTableNode.getInSchema().getColumn(id);
         sortSpecs[i++] = new SortSpec(column, true, false);
       }
@@ -1002,7 +1003,7 @@ public class PhysicalPlannerImpl implements PhysicalPlanner {
     sortNode.setInSchema(subOp.getSchema());
     sortNode.setOutSchema(subOp.getSchema());
     ExternalSortExec sortExec = new ExternalSortExec(ctx, sortNode, subOp);
-    LOG.info("The planner chooses [Sort Aggregation] in (" + TUtil.arrayToString(sortSpecs) + ")");
+    LOG.info("The planner chooses [Sort Aggregation] in (" + StringUtils.join(sortSpecs) + ")");
     return new SortAggregateExec(ctx, groupbyNode, sortExec);
   }
 
@@ -1043,7 +1044,7 @@ public class PhysicalPlannerImpl implements PhysicalPlanner {
       sortNode.setInSchema(subOp.getSchema());
       sortNode.setOutSchema(subOp.getSchema());
       child = new ExternalSortExec(context, sortNode, subOp);
-      LOG.info("The planner chooses [Sort Aggregation] in (" + TUtil.arrayToString(sortSpecs) + ")");
+      LOG.info("The planner chooses [Sort Aggregation] in (" + StringUtils.join(sortSpecs) + ")");
     }
 
     return new WindowAggExec(context, windowAggNode, child);

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/DataChannel.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/DataChannel.java b/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/DataChannel.java
index 11548d3..ba1b0bf 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/DataChannel.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/DataChannel.java
@@ -23,7 +23,7 @@ import org.apache.tajo.ExecutionBlockId;
 import org.apache.tajo.catalog.Column;
 import org.apache.tajo.catalog.Schema;
 import org.apache.tajo.catalog.SchemaUtil;
-import org.apache.tajo.util.TUtil;
+import org.apache.tajo.util.StringUtils;
 
 import static org.apache.tajo.catalog.proto.CatalogProtos.StoreType;
 import static org.apache.tajo.ipc.TajoWorkerProtocol.*;
@@ -193,7 +193,7 @@ public class DataChannel {
     sb.append(" (type=").append(shuffleType);
     if (hasShuffleKeys()) {
       sb.append(", key=");
-      sb.append(TUtil.arrayToString(shuffleKeys));
+      sb.append(StringUtils.join(shuffleKeys));
       sb.append(", num=").append(numOutputs);
     }
     sb.append(")");

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/GlobalPlanner.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/GlobalPlanner.java b/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/GlobalPlanner.java
index 36bdf21..ff1955e 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/GlobalPlanner.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/GlobalPlanner.java
@@ -1146,11 +1146,11 @@ public class GlobalPlanner {
 
       Column[] shuffleKeys = new Column[partitionMethod.getExpressionSchema().size()];
       int i = 0, id = 0;
-      for (Column column : partitionMethod.getExpressionSchema().getColumns()) {
+      for (Column column : partitionMethod.getExpressionSchema().getRootColumns()) {
         if (node.getType() == NodeType.INSERT) {
           id = tableSchema.getColumnId(column.getQualifiedName());
         } else {
-          id = tableSchema.getColumns().size() + i;
+          id = tableSchema.getRootColumns().size() + i;
         }
         shuffleKeys[i++] = projectedSchema.getColumn(id);
       }
@@ -1493,7 +1493,7 @@ public class GlobalPlanner {
           addedTableSubQueries.add(copy);
 
           //Find a SubQueryNode which contains all columns in InputSchema matched with Target and OutputSchema's column
-          if (copy.getInSchema().containsAll(copy.getOutSchema().getColumns())) {
+          if (copy.getInSchema().containsAll(copy.getOutSchema().getRootColumns())) {
             for (Target eachTarget : copy.getTargets()) {
               Set<Column> columns = EvalTreeUtil.findUniqueColumns(eachTarget.getEvalTree());
               if (copy.getInSchema().containsAll(columns)) {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/builder/DistinctGroupbyBuilder.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/builder/DistinctGroupbyBuilder.java b/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/builder/DistinctGroupbyBuilder.java
index b5e9104..13ed99b 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/builder/DistinctGroupbyBuilder.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/planner/global/builder/DistinctGroupbyBuilder.java
@@ -81,13 +81,13 @@ public class DistinctGroupbyBuilder {
         // If there is not grouping column, we can't find column alias.
         // Thus we should find the alias at Groupbynode output schema.
         if (groupbyNode.getGroupingColumns().length == 0
-            && aggFunctions.length == groupbyNode.getOutSchema().getColumns().size()) {
+            && aggFunctions.length == groupbyNode.getOutSchema().getRootColumns().size()) {
           aggFunctions[i].setAlias(groupbyNode.getOutSchema().getColumn(i).getQualifiedName());
         }
       }
 
       if (groupbyNode.getGroupingColumns().length == 0
-          && aggFunctions.length == groupbyNode.getOutSchema().getColumns().size()) {
+          && aggFunctions.length == groupbyNode.getOutSchema().getRootColumns().size()) {
         groupbyNode.setAggFunctions(aggFunctions);
       }
 
@@ -672,7 +672,7 @@ public class DistinctGroupbyBuilder {
     int index = 0;
     for(GroupbyNode eachNode: secondStageDistinctNode.getSubPlans()) {
       eachNode.setInSchema(firstStageDistinctNode.getOutSchema());
-      for (Column column: eachNode.getOutSchema().getColumns()) {
+      for (Column column: eachNode.getOutSchema().getRootColumns()) {
         if (secondStageInSchema.getColumn(column) == null) {
           secondStageInSchema.addColumn(column);
         }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/DistinctGroupbyThirdAggregationExec.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/DistinctGroupbyThirdAggregationExec.java b/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/DistinctGroupbyThirdAggregationExec.java
index e71976c..7c38d36 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/DistinctGroupbyThirdAggregationExec.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/DistinctGroupbyThirdAggregationExec.java
@@ -110,7 +110,7 @@ public class DistinctGroupbyThirdAggregationExec extends UnaryPhysicalExec {
     }
 
     int index = 0;
-    for (Column eachOutputColumn: outSchema.getColumns()) {
+    for (Column eachOutputColumn: outSchema.getRootColumns()) {
       // If column is avg aggregation function, outschema's column type is float
       // but groupbyResultTupleIndex's column type is protobuf
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/PhysicalPlanUtil.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/PhysicalPlanUtil.java b/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/PhysicalPlanUtil.java
index 247b373..7694b2b 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/PhysicalPlanUtil.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/PhysicalPlanUtil.java
@@ -77,7 +77,7 @@ public class PhysicalPlanUtil {
     //In the case of partitioned table, we should return same partition key data files.
     int partitionDepth = 0;
     if (tableDesc.hasPartition()) {
-      partitionDepth = tableDesc.getPartitionMethod().getExpressionSchema().getColumns().size();
+      partitionDepth = tableDesc.getPartitionMethod().getExpressionSchema().getRootColumns().size();
     }
 
     List<FileStatus> nonZeroLengthFiles = new ArrayList<FileStatus>();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/SeqScanExec.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/SeqScanExec.java b/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/SeqScanExec.java
index ff9477f..3d95068 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/SeqScanExec.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/planner/physical/SeqScanExec.java
@@ -138,6 +138,8 @@ public class SeqScanExec extends ScanExec {
   public void init() throws IOException {
     Schema projected;
 
+    // in the case where projected column or expression are given
+    // the target can be an empty list.
     if (plan.hasTargets()) {
       projected = new Schema();
       Set<Column> columnSet = new HashSet<Column>();
@@ -150,12 +152,15 @@ public class SeqScanExec extends ScanExec {
         columnSet.addAll(EvalTreeUtil.findUniqueColumns(t.getEvalTree()));
       }
 
-      for (Column column : inSchema.getColumns()) {
+      for (Column column : inSchema.getAllColumns()) {
         if (columnSet.contains(column)) {
           projected.addColumn(column);
         }
       }
+
     } else {
+      // no any projected columns, meaning that all columns should be projected.
+      // TODO - this implicit rule makes code readability bad. So, we should remove it later
       projected = outSchema;
     }
 
@@ -163,7 +168,11 @@ public class SeqScanExec extends ScanExec {
     super.init();
 
     if (plan.hasQual()) {
-      qual.bind(context.getEvalContext(), inSchema);
+      if (scanner.isProjectable()) {
+        qual.bind(context.getEvalContext(), projected);
+      } else {
+        qual.bind(context.getEvalContext(), inSchema);
+      }
     }
   }
 
@@ -175,7 +184,7 @@ public class SeqScanExec extends ScanExec {
   }
 
   private void initScanner(Schema projected) throws IOException {
-    this.projector = new Projector(context, inSchema, outSchema, plan.getTargets());
+    
     TableMeta meta;
     try {
       meta = (TableMeta) plan.getTableDesc().getMeta().clone();
@@ -186,6 +195,7 @@ public class SeqScanExec extends ScanExec {
     // set system default properties
     PlannerUtil.applySystemDefaultToTableProperties(context.getQueryContext(), meta);
 
+    // Why we should check nullity? See https://issues.apache.org/jira/browse/TAJO-1422
     if (fragments != null) {
       if (fragments.length > 1) {
         this.scanner = new MergeScanner(context.getConf(), plan.getPhysicalSchema(), meta,
@@ -198,6 +208,17 @@ public class SeqScanExec extends ScanExec {
             plan.getPhysicalSchema(), fragments[0], projected);
       }
       scanner.init();
+
+      // See Scanner.isProjectable() method Depending on the result of isProjectable(),
+      // the width of retrieved tuple is changed.
+      //
+      // If TRUE, the retrieved tuple will contain only projected fields.
+      // If FALSE, the retrieved tuple will contain projected fields and NullDatum for non-projected fields.
+      if (scanner.isProjectable()) {
+        this.projector = new Projector(context, projected, outSchema, plan.getTargets());
+      } else {
+        this.projector = new Projector(context, inSchema, outSchema, plan.getTargets());
+      }
     }
   }
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleCacheScanner.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleCacheScanner.java b/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleCacheScanner.java
index ba25172..0fd2fbe 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleCacheScanner.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleCacheScanner.java
@@ -73,7 +73,7 @@ public class TupleCacheScanner implements Scanner {
 
   @Override
   public boolean isProjectable() {
-    return true;
+    return false;
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleUtil.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleUtil.java b/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleUtil.java
index 3a0a1c7..c01900a 100644
--- a/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleUtil.java
+++ b/tajo-core/src/main/java/org/apache/tajo/engine/utils/TupleUtil.java
@@ -89,7 +89,7 @@ public class TupleUtil {
     }
 
     int i = 0;
-    for (Column col : sortSchema.getColumns()) {
+    for (Column col : sortSchema.getRootColumns()) {
       ColumnStats columnStat = statMap.get(col);
       if (columnStat == null) {
         continue;
@@ -121,7 +121,7 @@ public class TupleUtil {
       statSet.put(stat.getColumn(), stat);
     }
 
-    for (Column col : target.getColumns()) {
+    for (Column col : target.getRootColumns()) {
       Preconditions.checkState(statSet.containsKey(col),
           "ERROR: Invalid Column Stats (column stats: " + colStats + ", there exists not target " + col);
     }
@@ -134,7 +134,7 @@ public class TupleUtil {
     // In outer join, empty table could be searched.
     // As a result, min value and max value would be null.
     // So, we should put NullDatum for this case.
-    for (Column col : target.getColumns()) {
+    for (Column col : target.getRootColumns()) {
       if (sortSpecs[sortSpecIndex].isAscending()) {
         if (statSet.get(col).getMinValue() != null)
           startTuple.put(i, statSet.get(col).getMinValue());
@@ -169,7 +169,7 @@ public class TupleUtil {
         else
           endTuple.put(i, DatumFactory.createNullDatum());
       }
-      if (target.getColumns().size() == sortSpecs.length) {
+      if (target.getRootColumns().size() == sortSpecs.length) {
         // Not composite column sort
         sortSpecIndex++;
       }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultFileScanner.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultFileScanner.java b/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultFileScanner.java
index 804821b..9c0bd48 100644
--- a/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultFileScanner.java
+++ b/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultFileScanner.java
@@ -89,7 +89,7 @@ public class NonForwardQueryResultFileScanner implements NonForwardQueryResultSc
       StringBuffer path = new StringBuffer();
       int depth = 0;
       if (tableDesc.hasPartition()) {
-        for (Column c : tableDesc.getPartitionMethod().getExpressionSchema().getColumns()) {
+        for (Column c : tableDesc.getPartitionMethod().getExpressionSchema().getRootColumns()) {
           String partitionValue = EvalTreeUtil.getPartitionValue(scanNode.getQual(), c.getSimpleName());
           if (partitionValue == null)
             break;

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultSystemScanner.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultSystemScanner.java b/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultSystemScanner.java
index 958c252..6c9b485 100644
--- a/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultSystemScanner.java
+++ b/tajo-core/src/main/java/org/apache/tajo/master/exec/NonForwardQueryResultSystemScanner.java
@@ -144,7 +144,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getTablespaces(Schema outSchema) {
     List<TablespaceProto> tablespaces = masterContext.getCatalog().getAllTablespaces();
     List<Tuple> tuples = new ArrayList<Tuple>(tablespaces.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     
     for (TablespaceProto tablespace: tablespaces) {
@@ -179,7 +179,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getDatabases(Schema outSchema) {
     List<DatabaseProto> databases = masterContext.getCatalog().getAllDatabases();
     List<Tuple> tuples = new ArrayList<Tuple>(databases.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     
     for (DatabaseProto database: databases) {
@@ -209,7 +209,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getTables(Schema outSchema) {
     List<TableDescriptorProto> tables = masterContext.getCatalog().getAllTables();
     List<Tuple> tuples = new ArrayList<Tuple>(tables.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     
     for (TableDescriptorProto table: tables) {
@@ -245,7 +245,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getColumns(Schema outSchema) {
     List<ColumnProto> columnsList = masterContext.getCatalog().getAllColumns();
     List<Tuple> tuples = new ArrayList<Tuple>(columnsList.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     int columnId = 1, prevtid = -1, tid = 0;
     
@@ -293,7 +293,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getIndexes(Schema outSchema) {
     List<IndexProto> indexList = masterContext.getCatalog().getAllIndexes();
     List<Tuple> tuples = new ArrayList<Tuple>(indexList.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     
     for (IndexProto index: indexList) {
@@ -332,7 +332,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getAllTableOptions(Schema outSchema) {
     List<TableOptionProto> optionList = masterContext.getCatalog().getAllTableOptions();
     List<Tuple> tuples = new ArrayList<Tuple>(optionList.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     
     for (TableOptionProto option: optionList) {
@@ -359,7 +359,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getAllTableStats(Schema outSchema) {
     List<TableStatsProto> statList = masterContext.getCatalog().getAllTableStats();
     List<Tuple> tuples = new ArrayList<Tuple>(statList.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     
     for (TableStatsProto stat: statList) {
@@ -386,7 +386,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   private List<Tuple> getAllPartitions(Schema outSchema) {
     List<TablePartitionProto> partitionList = masterContext.getCatalog().getAllPartitions();
     List<Tuple> tuples = new ArrayList<Tuple>(partitionList.size());
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple;
     
     for (TablePartitionProto partition: partitionList) {
@@ -417,7 +417,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   }
   
   private Tuple getQueryMasterTuple(Schema outSchema, Worker aWorker) {
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple = new VTuple(outSchema.size());
     WorkerResource aResource = aWorker.getResource();
     
@@ -463,7 +463,7 @@ public class NonForwardQueryResultSystemScanner implements NonForwardQueryResult
   }
   
   private Tuple getWorkerTuple(Schema outSchema, Worker aWorker) {
-    List<Column> columns = outSchema.getColumns();
+    List<Column> columns = outSchema.getRootColumns();
     Tuple aTuple = new VTuple(outSchema.size());
     WorkerResource aResource = aWorker.getResource();
     

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/main/resources/webapps/admin/catalogview.jsp
----------------------------------------------------------------------
diff --git a/tajo-core/src/main/resources/webapps/admin/catalogview.jsp b/tajo-core/src/main/resources/webapps/admin/catalogview.jsp
index 1ff81a6..e014379 100644
--- a/tajo-core/src/main/resources/webapps/admin/catalogview.jsp
+++ b/tajo-core/src/main/resources/webapps/admin/catalogview.jsp
@@ -30,7 +30,6 @@
 <%@ page import="java.util.Collection" %>
 <%@ page import="java.util.List" %>
 <%@ page import="java.util.Map" %>
-<%@ page import="org.apache.tajo.service.ServiceTracker" %>
 <%
   TajoMaster master = (TajoMaster) StaticHttpServer.getInstance().getAttribute("tajo.info.server.object");
   CatalogService catalog = master.getCatalog();
@@ -143,7 +142,7 @@
           <div style='margin-top:5px'>
 <%
     if(tableDesc != null) {
-      List<Column> columns = tableDesc.getSchema().getColumns();
+      List<Column> columns = tableDesc.getSchema().getRootColumns();
       out.write("<table border='1' class='border_table'><tr><th>No</th><th>Column name</th><th>Type</th></tr>");
       int columnIndex = 1;
       for(Column eachColumn: columns) {
@@ -155,7 +154,7 @@
 
       if (tableDesc.getPartitionMethod() != null) {
         PartitionMethodDesc partition = tableDesc.getPartitionMethod();
-        List<Column> partitionColumns = partition.getExpressionSchema().getColumns();
+        List<Column> partitionColumns = partition.getExpressionSchema().getRootColumns();
         String partitionColumnStr = "";
         String prefix = "";
         for (Column eachColumn: partitionColumns) {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/java/org/apache/tajo/engine/function/TestFunctionLoader.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/java/org/apache/tajo/engine/function/TestFunctionLoader.java b/tajo-core/src/test/java/org/apache/tajo/engine/function/TestFunctionLoader.java
index 32b98dd..cf34c33 100644
--- a/tajo-core/src/test/java/org/apache/tajo/engine/function/TestFunctionLoader.java
+++ b/tajo-core/src/test/java/org/apache/tajo/engine/function/TestFunctionLoader.java
@@ -20,8 +20,7 @@ package org.apache.tajo.engine.function;
 
 import com.google.common.collect.Lists;
 import org.apache.tajo.catalog.FunctionDesc;
-import org.apache.tajo.function.FunctionSignature;
-import org.apache.tajo.util.TUtil;
+import org.apache.tajo.util.StringUtils;
 import org.junit.Test;
 
 import java.io.IOException;
@@ -38,7 +37,7 @@ public class TestFunctionLoader {
   public void testFindScalarFunctions() throws IOException {
     List<FunctionDesc> collections = Lists.newArrayList(FunctionLoader.findScalarFunctions());
     Collections.sort(collections);
-    String functionList = TUtil.collectionToString(collections, "\n");
+    String functionList = StringUtils.join(collections, "\n");
 
     String result = getResultText(TestFunctionLoader.class, "testFindScalarFunctions.result");
     assertEquals(result.trim(), functionList.trim());

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/java/org/apache/tajo/engine/planner/TestLogicalPlanner.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/java/org/apache/tajo/engine/planner/TestLogicalPlanner.java b/tajo-core/src/test/java/org/apache/tajo/engine/planner/TestLogicalPlanner.java
index af0aa6a..dfac53d 100644
--- a/tajo-core/src/test/java/org/apache/tajo/engine/planner/TestLogicalPlanner.java
+++ b/tajo-core/src/test/java/org/apache/tajo/engine/planner/TestLogicalPlanner.java
@@ -871,7 +871,7 @@ public class TestLogicalPlanner {
     assertEquals(NodeType.EXPRS, root.getChild().getType());
     Schema out = root.getOutSchema();
 
-    Iterator<Column> it = out.getColumns().iterator();
+    Iterator<Column> it = out.getRootColumns().iterator();
     Column col = it.next();
     assertEquals("res1", col.getSimpleName());
     col = it.next();
@@ -920,7 +920,7 @@ public class TestLogicalPlanner {
     testJsonSerDerObject(root);
 
     Schema finalSchema = root.getOutSchema();
-    Iterator<Column> it = finalSchema.getColumns().iterator();
+    Iterator<Column> it = finalSchema.getRootColumns().iterator();
     Column col = it.next();
     assertEquals("deptname", col.getSimpleName());
     col = it.next();
@@ -931,7 +931,7 @@ public class TestLogicalPlanner {
     root = (LogicalRootNode) plan;
 
     finalSchema = root.getOutSchema();
-    it = finalSchema.getColumns().iterator();
+    it = finalSchema.getRootColumns().iterator();
     col = it.next();
     assertEquals("id", col.getSimpleName());
     col = it.next();
@@ -948,7 +948,7 @@ public class TestLogicalPlanner {
     testJsonSerDerObject(root);
 
     Schema finalSchema = root.getOutSchema();
-    Iterator<Column> it = finalSchema.getColumns().iterator();
+    Iterator<Column> it = finalSchema.getRootColumns().iterator();
     Column col = it.next();
     assertEquals("id", col.getSimpleName());
     col = it.next();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/java/org/apache/tajo/engine/query/TestCTASQuery.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/java/org/apache/tajo/engine/query/TestCTASQuery.java b/tajo-core/src/test/java/org/apache/tajo/engine/query/TestCTASQuery.java
index f79f703..727b1a2 100644
--- a/tajo-core/src/test/java/org/apache/tajo/engine/query/TestCTASQuery.java
+++ b/tajo-core/src/test/java/org/apache/tajo/engine/query/TestCTASQuery.java
@@ -68,7 +68,7 @@ public class TestCTASQuery extends QueryTestCaseBase {
     assertTrue(desc.getSchema().contains("default.testctaswithouttabledefinition.col1"));
     PartitionMethodDesc partitionDesc = desc.getPartitionMethod();
     assertEquals(partitionDesc.getPartitionType(), CatalogProtos.PartitionType.COLUMN);
-    assertEquals("key", partitionDesc.getExpressionSchema().getColumns().get(0).getSimpleName());
+    assertEquals("key", partitionDesc.getExpressionSchema().getRootColumns().get(0).getSimpleName());
 
     FileSystem fs = FileSystem.get(testBase.getTestingCluster().getConfiguration());
     Path path = new Path(desc.getPath());
@@ -111,7 +111,7 @@ public class TestCTASQuery extends QueryTestCaseBase {
     assertTrue(catalog.existsTable(DEFAULT_DATABASE_NAME, tableName));
     PartitionMethodDesc partitionDesc = desc.getPartitionMethod();
     assertEquals(partitionDesc.getPartitionType(), CatalogProtos.PartitionType.COLUMN);
-    assertEquals("key", partitionDesc.getExpressionSchema().getColumns().get(0).getSimpleName());
+    assertEquals("key", partitionDesc.getExpressionSchema().getRootColumns().get(0).getSimpleName());
 
     FileSystem fs = FileSystem.get(cluster.getConfiguration());
     Path path = new Path(desc.getPath());

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/java/org/apache/tajo/engine/query/TestJoinBroadcast.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/java/org/apache/tajo/engine/query/TestJoinBroadcast.java b/tajo-core/src/test/java/org/apache/tajo/engine/query/TestJoinBroadcast.java
index 48aea26..a1eceea 100644
--- a/tajo-core/src/test/java/org/apache/tajo/engine/query/TestJoinBroadcast.java
+++ b/tajo-core/src/test/java/org/apache/tajo/engine/query/TestJoinBroadcast.java
@@ -707,7 +707,7 @@ public class TestJoinBroadcast extends QueryTestCaseBase {
         "select a.o_orderdate, a.o_orderstatus, a.o_orderkey_mod, a.o_totalprice " +
             "from " + tableName +
             " a join "+ tableName + " b on a.o_orderkey = b.o_orderkey " +
-            "where a.o_orderdate = '1993-10-14' and a.o_orderstatus = 'F' and o_orderkey_mod = 1 " +
+            "where a.o_orderdate = '1993-10-14' and a.o_orderstatus = 'F' and a.o_orderkey_mod = 1 " +
             " order by a.o_orderkey"
     );
     String resultSetData = resultSetToString(res);

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/java/org/apache/tajo/engine/query/TestSelectNestedRecord.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/java/org/apache/tajo/engine/query/TestSelectNestedRecord.java b/tajo-core/src/test/java/org/apache/tajo/engine/query/TestSelectNestedRecord.java
new file mode 100644
index 0000000..9f8a5fd
--- /dev/null
+++ b/tajo-core/src/test/java/org/apache/tajo/engine/query/TestSelectNestedRecord.java
@@ -0,0 +1,71 @@
+/**
+ * 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.tajo.engine.query;
+
+import org.apache.tajo.QueryTestCaseBase;
+import org.apache.tajo.util.TUtil;
+import org.junit.Test;
+
+import java.sql.ResultSet;
+import java.util.List;
+
+import static org.junit.Assert.assertEquals;
+
+public class TestSelectNestedRecord extends QueryTestCaseBase {
+
+  @Test
+  public final void testSelect1() throws Exception {
+    List<String> tables = executeDDL("sample1_ddl.sql", "sample1", "sample1");
+    assertEquals(TUtil.newList("sample1"), tables);
+
+    ResultSet res = executeQuery();
+    assertResultSet(res);
+    cleanupQuery(res);
+  }
+
+  @Test
+  public final void testSelect2() throws Exception {
+    List<String> tables = executeDDL("tweets_ddl.sql", "tweets", "tweets");
+    assertEquals(TUtil.newList("tweets"), tables);
+
+    ResultSet res = executeQuery();
+    assertResultSet(res);
+    cleanupQuery(res);
+  }
+
+  @Test
+  public final void testNestedFieldAsGroupbyKey1() throws Exception {
+    List<String> tables = executeDDL("tweets_ddl.sql", "tweets", "tweets");
+    assertEquals(TUtil.newList("tweets"), tables);
+
+    ResultSet res = executeQuery();
+    assertResultSet(res);
+    cleanupQuery(res);
+  }
+
+  @Test
+  public final void testNestedFieldAsJoinKey1() throws Exception {
+    List<String> tables = executeDDL("tweets_ddl.sql", "tweets", "tweets");
+    assertEquals(TUtil.newList("tweets"), tables);
+
+    ResultSet res = executeQuery();
+    assertResultSet(res);
+    cleanupQuery(res);
+  }
+}

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/java/org/apache/tajo/jdbc/TestTajoJdbc.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/java/org/apache/tajo/jdbc/TestTajoJdbc.java b/tajo-core/src/test/java/org/apache/tajo/jdbc/TestTajoJdbc.java
index 0dbb8e5..c8c24cd 100644
--- a/tajo-core/src/test/java/org/apache/tajo/jdbc/TestTajoJdbc.java
+++ b/tajo-core/src/test/java/org/apache/tajo/jdbc/TestTajoJdbc.java
@@ -262,7 +262,7 @@ public class TestTajoJdbc extends QueryTestCaseBase {
       TableDesc tableDesc = client.getTableDesc(CatalogUtil.buildFQName(DEFAULT_DATABASE_NAME, tableName));
       assertNotNull(tableDesc);
 
-      List<Column> columns = tableDesc.getSchema().getColumns();
+      List<Column> columns = tableDesc.getSchema().getRootColumns();
 
       while (rs.next()) {
         assertEquals(tableName, rs.getString("TABLE_NAME"));

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/java/org/apache/tajo/ws/rs/resources/TestQueryResultResource.java
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/java/org/apache/tajo/ws/rs/resources/TestQueryResultResource.java b/tajo-core/src/test/java/org/apache/tajo/ws/rs/resources/TestQueryResultResource.java
index 6fc4ea1..1b23966 100644
--- a/tajo-core/src/test/java/org/apache/tajo/ws/rs/resources/TestQueryResultResource.java
+++ b/tajo-core/src/test/java/org/apache/tajo/ws/rs/resources/TestQueryResultResource.java
@@ -140,7 +140,7 @@ public class TestQueryResultResource extends QueryTestCaseBase {
     assertNotNull(response.getResultCode());
     assertEquals(ResultCode.OK, response.getResultCode());
     assertNotNull(response.getSchema());
-    assertEquals(16, response.getSchema().getColumns().size());
+    assertEquals(16, response.getSchema().getRootColumns().size());
     assertNotNull(response.getResultset());
     assertTrue(response.getResultset().getId() != 0);
     assertNotNull(response.getResultset().getLink());
@@ -174,7 +174,7 @@ public class TestQueryResultResource extends QueryTestCaseBase {
     assertNotNull(response.getResultCode());
     assertEquals(ResultCode.OK, response.getResultCode());
     assertNotNull(response.getSchema());
-    assertEquals(16, response.getSchema().getColumns().size());
+    assertEquals(16, response.getSchema().getRootColumns().size());
     assertNotNull(response.getResultset());
     assertTrue(response.getResultset().getId() != 0);
     assertNotNull(response.getResultset().getLink());
@@ -236,7 +236,7 @@ public class TestQueryResultResource extends QueryTestCaseBase {
     assertNotNull(response.getResultCode());
     assertEquals(ResultCode.OK, response.getResultCode());
     assertNotNull(response.getSchema());
-    assertEquals(16, response.getSchema().getColumns().size());
+    assertEquals(16, response.getSchema().getRootColumns().size());
     assertNotNull(response.getResultset());
     assertTrue(response.getResultset().getId() != 0);
     assertNotNull(response.getResultset().getLink());

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/sample1/table.json
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/sample1/table.json b/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/sample1/table.json
new file mode 100644
index 0000000..db3ad6c
--- /dev/null
+++ b/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/sample1/table.json
@@ -0,0 +1,3 @@
+{ "title" : "Hand of the King", "name" : { "first_name": "Eddard", "last_name": "Stark"}}
+{ "title" : "Assassin", "name" : { "first_name": "Arya", "last_name": "Stark"}}
+{ "title" : "Dancing Master", "name" : { "first_name": "Syrio", "last_name": "Forel"}}

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/tweets/sample1.json
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/tweets/sample1.json b/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/tweets/sample1.json
new file mode 100644
index 0000000..78a9071
--- /dev/null
+++ b/tajo-core/src/test/resources/dataset/TestSelectNestedRecord/tweets/sample1.json
@@ -0,0 +1,4 @@
+{"coordinates":null,"favorited":false,"truncated":false,"created_at":"Mon Sep 24 03:35:21 +0000 2012","id_str":"250075927172759552","entities":{"urls":[],"hashtags":[{"text":"freebandnames","indices":[20,34]}],"user_mentions":[]},"in_reply_to_user_id_str":null,"contributors":null,"text":"Aggressive Ponytail #freebandnames","metadata":{"iso_language_code":"en","result_type":"recent"},"retweet_count":1,"in_reply_to_status_id_str":null,"id":250075927172759552,"geo":null,"retweeted":false,"in_reply_to_user_id":null,"place":null,"user":{"profile_sidebar_fill_color":"DDEEF6","profile_sidebar_border_color":"C0DEED","profile_background_tile":false,"name":"Sean Cummings","profile_image_url":"http://a0.twimg.com/profile_images/2359746665/1v6zfgqo8g0d3mk7ii5s_normal.jpeg","created_at":"Mon Apr 26 06:01:55 +0000 2010","location":"LA, CA","follow_request_sent":null,"profile_link_color":"0084B4","is_translator":false,"id_str":"137238150","entities":{"url":{"urls":[{"expanded_url":null,"url":"","i
 ndices":[0,0]}]},"description":{"urls":[]}},"default_profile":true,"contributors_enabled":false,"favourites_count":0,"url":null,"profile_image_url_https":"https://si0.twimg.com/profile_images/2359746665/1v6zfgqo8g0d3mk7ii5s_normal.jpeg","utc_offset":-28800,"id":137238150,"profile_use_background_image":true,"listed_count":2,"profile_text_color":"333333","lang":"en","followers_count":70,"protected":false,"notifications":null,"profile_background_image_url_https":"https://si0.twimg.com/images/themes/theme1/bg.png","profile_background_color":"C0DEED","verified":false,"geo_enabled":true,"time_zone":"Pacific Time (US & Canada)","description":"Born 330 Live 310","default_profile_image":false,"profile_background_image_url":"http://a0.twimg.com/images/themes/theme1/bg.png","statuses_count":579,"friends_count":110,"following":null,"show_all_inline_media":false,"screen_name":"sean_cummings"},"in_reply_to_screen_name":null,"source":"<a>Twitter for Mac<\/a>","in_reply_to_status_id":null}
+{"coordinates":null,"favorited":false,"truncated":false,"created_at":"Fri Sep 21 23:40:54 +0000 2012","id_str":"249292149810667520","entities":{"urls":[],"hashtags":[{"text":"FreeBandNames","indices":[20,34]}],"user_mentions":[]},"in_reply_to_user_id_str":null,"contributors":null,"text":"Thee Namaste Nerdz. #FreeBandNames","metadata":{"iso_language_code":"pl","result_type":"recent"},"retweet_count":2,"in_reply_to_status_id_str":null,"id":249292149810667520,"geo":null,"retweeted":false,"in_reply_to_user_id":null,"place":null,"user":{"profile_sidebar_fill_color":"DDFFCC","profile_sidebar_border_color":"BDDCAD","profile_background_tile":true,"name":"Chaz Martenstein","profile_image_url":"http://a0.twimg.com/profile_images/447958234/Lichtenstein_normal.jpg","created_at":"Tue Apr 07 19:05:07 +0000 2009","location":"Durham, NC","follow_request_sent":null,"profile_link_color":"0084B4","is_translator":false,"id_str":"29516238","entities":{"url":{"urls":[{"expanded_url":null,"url":"http://bu
 llcityrecords.com/wnng/","indices":[0,32]}]},"description":{"urls":[]}},"default_profile":false,"contributors_enabled":false,"favourites_count":8,"url":"http://bullcityrecords.com/wnng/","profile_image_url_https":"https://si0.twimg.com/profile_images/447958234/Lichtenstein_normal.jpg","utc_offset":-18000,"id":29516238,"profile_use_background_image":true,"listed_count":118,"profile_text_color":"333333","lang":"en","followers_count":2052,"protected":false,"notifications":null,"profile_background_image_url_https":"https://si0.twimg.com/profile_background_images/9423277/background_tile.bmp","profile_background_color":"9AE4E8","verified":false,"geo_enabled":false,"time_zone":"Eastern Time (US & Canada)","description":"You will come to Durham, North Carolina. I will sell you some records then, here in Durham, North Carolina. Fun will happen.","default_profile_image":false,"profile_background_image_url":"http://a0.twimg.com/profile_background_images/9423277/background_tile.bmp","statuses_c
 ount":7579,"friends_count":348,"following":null,"show_all_inline_media":true,"screen_name":"bullcityrecords"},"in_reply_to_screen_name":null,"source":"web","in_reply_to_status_id":null}
+{"coordinates":null,"favorited":false,"truncated":false,"created_at":"Fri Sep 21 23:30:20 +0000 2012","id_str":"249289491129438208","entities":{"urls":[],"hashtags":[{"text":"freebandnames","indices":[29,43]}],"user_mentions":[]},"in_reply_to_user_id_str":null,"contributors":null,"text":"Mexican Heaven, Mexican Hell #freebandnames","metadata":{"iso_language_code":"en","result_type":"recent"},"retweet_count":3,"in_reply_to_status_id_str":null,"id":249289491129438208,"geo":null,"retweeted":false,"in_reply_to_user_id":null,"place":null,"user":{"profile_sidebar_fill_color":"99CC33","profile_sidebar_border_color":"829D5E","profile_background_tile":false,"name":"Thomas John Wakeman","profile_image_url":"http://a0.twimg.com/profile_images/2219333930/Froggystyle_normal.png","created_at":"Tue Sep 01 21:21:35 +0000 2009","location":"Kingston New York","follow_request_sent":null,"profile_link_color":"D02B55","is_translator":false,"id_str":"70789458","entities":{"url":{"urls":[{"expanded_url":n
 ull,"url":"","indices":[0,0]}]},"description":{"urls":[]}},"default_profile":false,"contributors_enabled":false,"favourites_count":19,"url":null,"profile_image_url_https":"https://si0.twimg.com/profile_images/2219333930/Froggystyle_normal.png","utc_offset":-18000,"id":70789458,"profile_use_background_image":true,"listed_count":1,"profile_text_color":"3E4415","lang":"en","followers_count":63,"protected":false,"notifications":null,"profile_background_image_url_https":"https://si0.twimg.com/images/themes/theme5/bg.gif","profile_background_color":"352726","verified":false,"geo_enabled":false,"time_zone":"Eastern Time (US & Canada)","description":"Science Fiction Writer, sort of. Likes Superheroes, Mole People, Alt. Timelines.","default_profile_image":false,"profile_background_image_url":"http://a0.twimg.com/images/themes/theme5/bg.gif","statuses_count":1048,"friends_count":63,"following":null,"show_all_inline_media":false,"screen_name":"MonkiesFist"},"in_reply_to_screen_name":null,"sour
 ce":"web","in_reply_to_status_id":null}
+{"coordinates":null,"favorited":false,"truncated":false,"created_at":"Fri Sep 21 22:51:18 +0000 2012","id_str":"249279667666817024","entities":{"urls":[],"hashtags":[{"text":"freebandnames","indices":[20,34]}],"user_mentions":[]},"in_reply_to_user_id_str":null,"contributors":null,"text":"The Foolish Mortals #freebandnames","metadata":{"iso_language_code":"en","result_type":"recent"},"retweet_count":4,"in_reply_to_status_id_str":null,"id":249279667666817024,"geo":null,"retweeted":false,"in_reply_to_user_id":null,"place":null,"user":{"profile_sidebar_fill_color":"BFAC83","profile_sidebar_border_color":"615A44","profile_background_tile":true,"name":"Marty Elmer","profile_image_url":"http://a0.twimg.com/profile_images/1629790393/shrinker_2000_trans_normal.png","created_at":"Mon May 04 00:05:00 +0000 2009","location":"Wisconsin, USA","follow_request_sent":null,"profile_link_color":"3B2A26","is_translator":false,"id_str":"37539828","entities":{"url":{"urls":[{"expanded_url":null,"url":"ht
 tp://www.omnitarian.me","indices":[0,24]}]},"description":{"urls":[]}},"default_profile":false,"contributors_enabled":false,"favourites_count":647,"url":"http://www.omnitarian.me","profile_image_url_https":"https://si0.twimg.com/profile_images/1629790393/shrinker_2000_trans_normal.png","utc_offset":-21600,"id":37539828,"profile_use_background_image":true,"listed_count":52,"profile_text_color":"000000","lang":"en","followers_count":608,"protected":false,"notifications":null,"profile_background_image_url_https":"https://si0.twimg.com/profile_background_images/106455659/rect6056-9.png","profile_background_color":"EEE3C4","verified":false,"geo_enabled":false,"time_zone":"Central Time (US & Canada)","description":"Cartoonist, Illustrator, and T-Shirt connoisseur","default_profile_image":false,"profile_background_image_url":"http://a0.twimg.com/profile_background_images/106455659/rect6056-9.png","statuses_count":3575,"friends_count":249,"following":null,"show_all_inline_media":true,"scree
 n_name":"Omnitarian"},"in_reply_to_screen_name":null,"source":"<a>Twitter for iPhone<\/a>","in_reply_to_status_id":null}
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample1_ddl.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample1_ddl.sql b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample1_ddl.sql
new file mode 100644
index 0000000..9ba5f8c
--- /dev/null
+++ b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample1_ddl.sql
@@ -0,0 +1,7 @@
+CREATE EXTERNAL TABLE ${0} (
+  title TEXT,
+  name RECORD (
+    first_name TEXT,
+    last_name TEXT
+  )
+) USING JSON LOCATION ${table.path};
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample2_ddl.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample2_ddl.sql b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample2_ddl.sql
new file mode 100644
index 0000000..9537c3e
--- /dev/null
+++ b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/sample2_ddl.sql
@@ -0,0 +1,19 @@
+CREATE EXTERNAL TABLE ${0} (
+  glossary RECORD (
+    title TEXT,
+    "GlossDiv" RECORD (
+      "GlossEntry" RECORD (
+        "ID" TEXT,
+        "SortAs" TEXT,
+        "GlossTerm" TEXT,
+        "Acronym" TEXT,
+        "Abbrev" TEXT,
+        "GlossDef" RECORD (
+          para TEXT
+        ),
+
+        "GlossSee" TEXT
+      )
+    )
+  )
+) USING JSON LOCATION ${path};
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.sql b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.sql
new file mode 100644
index 0000000..057ba05
--- /dev/null
+++ b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.sql
@@ -0,0 +1,7 @@
+SELECT
+  user.name,
+  sum(retweet_count) as total_retweet
+FROM
+  tweets
+GROUP BY
+  user.name;
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsJoinKey1.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsJoinKey1.sql b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsJoinKey1.sql
new file mode 100644
index 0000000..336840e
--- /dev/null
+++ b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testNestedFieldAsJoinKey1.sql
@@ -0,0 +1,7 @@
+SELECT
+  t1.user.id,
+  t1.user.name,
+  t2.user.id,
+  t2.user.name
+FROM
+  tweets t1 join tweets t2 ON t1.user.id = t2.user.id
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect1.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect1.sql b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect1.sql
new file mode 100644
index 0000000..b099e77
--- /dev/null
+++ b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect1.sql
@@ -0,0 +1 @@
+SELECT title, (name.first_name || ' ' || name.last_name) as full_name FROM sample1;
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect2.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect2.sql b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect2.sql
new file mode 100644
index 0000000..9993a4e
--- /dev/null
+++ b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/testSelect2.sql
@@ -0,0 +1,61 @@
+SELECT
+  coordinates,
+  favorited,
+  truncated,
+  created_at,
+  id_str,
+  in_reply_to_user_id_str,
+  contributors,
+  "text",
+  metadata.iso_language_code,
+  metadata.result_type,
+  retweet_count,
+  in_reply_to_status_id_str,
+  id,
+  geo,
+  retweeted,
+  in_reply_to_user_id,
+  place,
+  user.profile_sidebar_fill_color,
+  user.profile_sidebar_border_color,
+  user.profile_background_tile,
+  user.name,
+  user.profile_image_url,
+  user.created_at,
+  user.location,
+  user.follow_request_sent,
+  user.profile_link_color,
+  user.is_translator,
+  user.id_str,
+  user.default_profile,
+  user.contributors_enabled,
+  user.favourites_count,
+  user.url,
+  user.profile_image_url_https,
+  user.utc_offset,
+  user.id,
+  user.profile_use_background_image,
+  user.listed_count,
+  user.profile_text_color,
+  user.lang,
+  user.followers_count,
+  user.protected,
+  user.notifications,
+  user.profile_background_image_url_https,
+  user.profile_background_color,
+  user.verified,
+  user.geo_enabled,
+  user.time_zone,
+  user.description,
+  user.default_profile_image,
+  user.profile_background_image_url,
+  user.statuses_count,
+  user.friends_count,
+  user.following,
+  user.show_all_inline_media,
+  user.screen_name,
+  in_reply_to_screen_name,
+  source,
+  in_reply_to_status_id
+FROM
+  tweets;
\ No newline at end of file


[2/3] tajo git commit: TAJO-1359: Add nested field projector and language extension to project nested record. (hyunsik)

Posted by hy...@apache.org.
http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectNestedRecord/tweets_ddl.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectNestedRecord/tweets_ddl.sql b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/tweets_ddl.sql
new file mode 100644
index 0000000..e750095
--- /dev/null
+++ b/tajo-core/src/test/resources/queries/TestSelectNestedRecord/tweets_ddl.sql
@@ -0,0 +1,74 @@
+CREATE EXTERNAL TABLE IF NOT EXISTS ${0} (
+  coordinates TEXT,
+  favorited BOOL,
+  truncated BOOL,
+  created_at TIMESTAMP,
+  id_str TEXT,
+  /*entrities RECORD ( -- when we support array, we should remove this comment.
+    urls ARRAY<TEXT>
+  )*/
+  in_reply_to_user_id_str TEXT,
+  contributors TEXT,
+  text TEXT,
+  metadata RECORD (
+    iso_language_code TEXT,
+    result_type TEXT
+  ),
+  retweet_count INTEGER,
+  in_reply_to_status_id_str TEXT,
+  id TEXT,
+  geo TEXT,
+  retweeted BOOL,
+  in_reply_to_user_id TEXT,
+  place TEXT,
+  user RECORD (
+    profile_sidebar_fill_color TEXT,
+    profile_sidebar_border_color TEXT,
+    profile_background_tile TEXT,
+    name TEXT,
+    profile_image_url TEXT,
+    created_at TIMESTAMP,
+    location TEXT,
+    follow_request_sent TEXT,
+    profile_link_color TEXT,
+    is_translator BOOL,
+    id_str TEXT,
+    /* -- when we support array, we should fill the following comments.
+    entities RECORD (
+      url RECORD (
+      ),
+      description RECORD (
+      )
+    ), */
+    default_profile BOOL,
+    contributors_enabled BOOL,
+    favourites_count INTEGER,
+    url TEXT,
+    profile_image_url_https TEXT,
+    utc_offset INTEGER,
+    id BIGINT,
+    profile_use_background_image BOOL,
+    listed_count INTEGER,
+    profile_text_color TEXT,
+    lang TEXT,
+    followers_count INTEGER,
+    protected BOOL,
+    notifications TEXT,
+    profile_background_image_url_https TEXT,
+    profile_background_color TEXT,
+    verified TEXT,
+    geo_enabled TEXT,
+    time_zone TEXT,
+    description TEXT,
+    default_profile_image TEXT,
+    profile_background_image_url TEXT,
+    statuses_count INTEGER,
+    friends_count INTEGER,
+    following TEXT,
+    show_all_inline_media BOOL,
+    screen_name TEXT
+  ),
+  in_reply_to_screen_name TEXT,
+  source TEXT,
+  in_reply_to_status_id TEXT
+) USING JSON LOCATION ${table.path};
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/queries/TestSelectQuery/testSelectWithParentheses2.sql
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/queries/TestSelectQuery/testSelectWithParentheses2.sql b/tajo-core/src/test/resources/queries/TestSelectQuery/testSelectWithParentheses2.sql
index 1760c99..e707a8c 100644
--- a/tajo-core/src/test/resources/queries/TestSelectQuery/testSelectWithParentheses2.sql
+++ b/tajo-core/src/test/resources/queries/TestSelectQuery/testSelectWithParentheses2.sql
@@ -1 +1 @@
-(select n1.n_nationkey, n2.n_name from nation n1 join nation n2 on n1.n_nationkey = n2.n_nationkey where n_nationkey = 1);
+(select n1.n_nationkey, n2.n_name from nation n1 join nation n2 on n1.n_nationkey = n2.n_nationkey where n1.n_nationkey = 1);

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.result
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.result b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.result
new file mode 100644
index 0000000..debf06e
--- /dev/null
+++ b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsGroupbyKey1.result
@@ -0,0 +1,6 @@
+user/name,total_retweet
+-------------------------------
+Chaz Martenstein,2
+Thomas John Wakeman,3
+Sean Cummings,1
+Marty Elmer,4
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsJoinKey1.result
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsJoinKey1.result b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsJoinKey1.result
new file mode 100644
index 0000000..1c57dc2
--- /dev/null
+++ b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testNestedFieldAsJoinKey1.result
@@ -0,0 +1,6 @@
+user/id,user/name,user/id,user/name
+-------------------------------
+137238150,Sean Cummings,137238150,Sean Cummings
+29516238,Chaz Martenstein,29516238,Chaz Martenstein
+70789458,Thomas John Wakeman,70789458,Thomas John Wakeman
+37539828,Marty Elmer,37539828,Marty Elmer
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect1.result
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect1.result b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect1.result
new file mode 100644
index 0000000..f96fcc5
--- /dev/null
+++ b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect1.result
@@ -0,0 +1,5 @@
+title,full_name
+-------------------------------
+Hand of the King,Eddard Stark
+Assassin,Arya Stark
+Dancing Master,Syrio Forel
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect2.result
----------------------------------------------------------------------
diff --git a/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect2.result b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect2.result
new file mode 100644
index 0000000..90eadbd
--- /dev/null
+++ b/tajo-core/src/test/resources/results/TestSelectNestedRecord/testSelect2.result
@@ -0,0 +1,6 @@
+coordinates,favorited,truncated,created_at,id_str,in_reply_to_user_id_str,contributors,text,metadata/iso_language_code,metadata/result_type,retweet_count,in_reply_to_status_id_str,id,geo,retweeted,in_reply_to_user_id,place,user/profile_sidebar_fill_color,user/profile_sidebar_border_color,user/profile_background_tile,user/name,user/profile_image_url,user/created_at,user/location,user/follow_request_sent,user/profile_link_color,user/is_translator,user/id_str,user/default_profile,user/contributors_enabled,user/favourites_count,user/url,user/profile_image_url_https,user/utc_offset,user/id,user/profile_use_background_image,user/listed_count,user/profile_text_color,user/lang,user/followers_count,user/protected,user/notifications,user/profile_background_image_url_https,user/profile_background_color,user/verified,user/geo_enabled,user/time_zone,user/description,user/default_profile_image,user/profile_background_image_url,user/statuses_count,user/friends_count,user/following,user/show_all_in
 line_media,user/screen_name,in_reply_to_screen_name,source,in_reply_to_status_id
+-------------------------------
+null,false,false,2012-09-24 03:35:21,250075927172759552,null,null,Aggressive Ponytail #freebandnames,en,recent,1,null,250075927172759552,null,false,null,null,DDEEF6,C0DEED,false,Sean Cummings,http://a0.twimg.com/profile_images/2359746665/1v6zfgqo8g0d3mk7ii5s_normal.jpeg,2010-04-26 06:01:55,LA, CA,null,0084B4,false,137238150,true,false,0,null,https://si0.twimg.com/profile_images/2359746665/1v6zfgqo8g0d3mk7ii5s_normal.jpeg,-28800,137238150,true,2,333333,en,70,false,null,https://si0.twimg.com/images/themes/theme1/bg.png,C0DEED,false,true,Pacific Time (US & Canada),Born 330 Live 310,false,http://a0.twimg.com/images/themes/theme1/bg.png,579,110,null,false,sean_cummings,null,<a>Twitter for Mac</a>,null
+null,false,false,2012-09-21 23:40:54,249292149810667520,null,null,Thee Namaste Nerdz. #FreeBandNames,pl,recent,2,null,249292149810667520,null,false,null,null,DDFFCC,BDDCAD,true,Chaz Martenstein,http://a0.twimg.com/profile_images/447958234/Lichtenstein_normal.jpg,2009-04-07 19:05:07,Durham, NC,null,0084B4,false,29516238,false,false,8,http://bullcityrecords.com/wnng/,https://si0.twimg.com/profile_images/447958234/Lichtenstein_normal.jpg,-18000,29516238,true,118,333333,en,2052,false,null,https://si0.twimg.com/profile_background_images/9423277/background_tile.bmp,9AE4E8,false,false,Eastern Time (US & Canada),You will come to Durham, North Carolina. I will sell you some records then, here in Durham, North Carolina. Fun will happen.,false,http://a0.twimg.com/profile_background_images/9423277/background_tile.bmp,7579,348,null,true,bullcityrecords,null,web,null
+null,false,false,2012-09-21 23:30:20,249289491129438208,null,null,Mexican Heaven, Mexican Hell #freebandnames,en,recent,3,null,249289491129438208,null,false,null,null,99CC33,829D5E,false,Thomas John Wakeman,http://a0.twimg.com/profile_images/2219333930/Froggystyle_normal.png,2009-09-01 21:21:35,Kingston New York,null,D02B55,false,70789458,false,false,19,null,https://si0.twimg.com/profile_images/2219333930/Froggystyle_normal.png,-18000,70789458,true,1,3E4415,en,63,false,null,https://si0.twimg.com/images/themes/theme5/bg.gif,352726,false,false,Eastern Time (US & Canada),Science Fiction Writer, sort of. Likes Superheroes, Mole People, Alt. Timelines.,false,http://a0.twimg.com/images/themes/theme5/bg.gif,1048,63,null,false,MonkiesFist,null,web,null
+null,false,false,2012-09-21 22:51:18,249279667666817024,null,null,The Foolish Mortals #freebandnames,en,recent,4,null,249279667666817024,null,false,null,null,BFAC83,615A44,true,Marty Elmer,http://a0.twimg.com/profile_images/1629790393/shrinker_2000_trans_normal.png,2009-05-04 00:05:00,Wisconsin, USA,null,3B2A26,false,37539828,false,false,647,http://www.omnitarian.me,https://si0.twimg.com/profile_images/1629790393/shrinker_2000_trans_normal.png,-21600,37539828,true,52,000000,en,608,false,null,https://si0.twimg.com/profile_background_images/106455659/rect6056-9.png,EEE3C4,false,false,Central Time (US & Canada),Cartoonist, Illustrator, and T-Shirt connoisseur,false,http://a0.twimg.com/profile_background_images/106455659/rect6056-9.png,3575,249,null,true,Omnitarian,null,<a>Twitter for iPhone</a>,null
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-jdbc/src/main/java/org/apache/tajo/jdbc/TajoDatabaseMetaData.java
----------------------------------------------------------------------
diff --git a/tajo-jdbc/src/main/java/org/apache/tajo/jdbc/TajoDatabaseMetaData.java b/tajo-jdbc/src/main/java/org/apache/tajo/jdbc/TajoDatabaseMetaData.java
index 2368082..d4ef55e 100644
--- a/tajo-jdbc/src/main/java/org/apache/tajo/jdbc/TajoDatabaseMetaData.java
+++ b/tajo-jdbc/src/main/java/org/apache/tajo/jdbc/TajoDatabaseMetaData.java
@@ -513,7 +513,7 @@ public class TajoDatabaseMetaData implements DatabaseMetaData {
                 CatalogUtil.buildFQName(databaseName, table));
             int pos = 0;
 
-            for (Column column: tableDesc.getLogicalSchema().getColumns()) {
+            for (Column column: tableDesc.getLogicalSchema().getRootColumns()) {
               if (column.getSimpleName().matches(regcolumnNamePattern)) {
                 MetaDataTuple tuple = new MetaDataTuple(22);
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanPreprocessor.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanPreprocessor.java b/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanPreprocessor.java
index 6262995..fbad76e 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanPreprocessor.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanPreprocessor.java
@@ -114,7 +114,7 @@ public class LogicalPlanPreprocessor extends BaseAlgebraVisitor<LogicalPlanner.P
 
       Schema schema = relationOp.getLogicalSchema();
       Column[] resolvedColumns = new Column[schema.size()];
-      return schema.getColumns().toArray(resolvedColumns);
+      return schema.getRootColumns().toArray(resolvedColumns);
     } else { // if a column reference is not qualified
       // columns of every relation should be resolved.
       Iterator<RelationNode> iterator = block.getRelations().iterator();
@@ -124,7 +124,7 @@ public class LogicalPlanPreprocessor extends BaseAlgebraVisitor<LogicalPlanner.P
       while (iterator.hasNext()) {
         relationOp = iterator.next();
         schema = relationOp.getLogicalSchema();
-        resolvedColumns.addAll(schema.getColumns());
+        resolvedColumns.addAll(schema.getRootColumns());
       }
 
       if (resolvedColumns.size() == 0) {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanner.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanner.java b/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanner.java
index e0b4f7e..21270e9 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanner.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/LogicalPlanner.java
@@ -52,6 +52,7 @@ import org.apache.tajo.catalog.SchemaUtil;
 import org.apache.tajo.plan.verifier.VerifyException;
 import org.apache.tajo.util.KeyValueSet;
 import org.apache.tajo.util.Pair;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 import java.util.*;
@@ -527,13 +528,24 @@ public class LogicalPlanner extends BaseAlgebraVisitor<LogicalPlanner.PlanContex
 
     } else if (projectable instanceof RelationNode) {
       RelationNode relationNode = (RelationNode) projectable;
+      prohibitNestedRecordProjection((Projectable) relationNode);
       verifyIfTargetsCanBeEvaluated(relationNode.getLogicalSchema(), (Projectable) relationNode);
 
     } else {
+      prohibitNestedRecordProjection(projectable);
       verifyIfTargetsCanBeEvaluated(projectable.getInSchema(), projectable);
     }
   }
 
+  public static void prohibitNestedRecordProjection(Projectable projectable)
+      throws PlanningException {
+    for (Target t : projectable.getTargets()) {
+      if (t.getEvalTree().getValueType().getType() == TajoDataTypes.Type.RECORD) {
+        throw new PlanningException("Projecting RECORD fields is not supported yet: " + t);
+      }
+    }
+  }
+
   public static void verifyIfEvalNodesCanBeEvaluated(Projectable projectable, EvalNode[] evalNodes)
       throws PlanningException {
     for (EvalNode e : evalNodes) {
@@ -649,7 +661,7 @@ public class LogicalPlanner extends BaseAlgebraVisitor<LogicalPlanner.PlanContex
           if (block.namedExprsMgr.isEvaluated(sortKeyRefNames[i])) {
             column = block.namedExprsMgr.getTarget(sortKeyRefNames[i]).getNamedColumn();
           } else {
-            throw new IllegalStateException("Unexpected State: " + TUtil.arrayToString(sortSpecs));
+            throw new IllegalStateException("Unexpected State: " + StringUtils.join(sortSpecs));
           }
           annotatedSortSpecs[i] = new SortSpec(column, sortSpecs[i].isAscending(), sortSpecs[i].isNullFirst());
         }
@@ -866,7 +878,7 @@ public class LogicalPlanner extends BaseAlgebraVisitor<LogicalPlanner.PlanContex
       } else if (block.namedExprsMgr.isEvaluated(refName)) {
         column = block.namedExprsMgr.getTarget(refName).getNamedColumn();
       } else {
-        throw new IllegalStateException("Unexpected State: " + TUtil.arrayToString(sortSpecs));
+        throw new IllegalStateException("Unexpected State: " + StringUtils.join(sortSpecs));
       }
       annotatedSortSpecs.add(new SortSpec(column, sortSpecs[i].isAscending(), sortSpecs[i].isNullFirst()));
     }
@@ -1175,13 +1187,13 @@ public class LogicalPlanner extends BaseAlgebraVisitor<LogicalPlanner.PlanContex
     Schema joinSchema = new Schema();
     Schema commons = SchemaUtil.getNaturalJoinColumns(left.getOutSchema(), right.getOutSchema());
     joinSchema.addColumns(commons);
-    for (Column c : left.getOutSchema().getColumns()) {
+    for (Column c : left.getOutSchema().getRootColumns()) {
       if (!joinSchema.contains(c.getQualifiedName())) {
         joinSchema.addColumn(c);
       }
     }
 
-    for (Column c : right.getOutSchema().getColumns()) {
+    for (Column c : right.getOutSchema().getRootColumns()) {
       if (!joinSchema.contains(c.getQualifiedName())) {
         joinSchema.addColumn(c);
       }
@@ -1199,7 +1211,7 @@ public class LogicalPlanner extends BaseAlgebraVisitor<LogicalPlanner.PlanContex
     Column leftJoinKey;
     Column rightJoinKey;
 
-    for (Column common : commons.getColumns()) {
+    for (Column common : commons.getRootColumns()) {
       leftJoinKey = leftSchema.getColumn(common.getQualifiedName());
       rightJoinKey = rightSchema.getColumn(common.getQualifiedName());
       equiQual = new BinaryEval(EvalType.EQUAL,
@@ -1312,7 +1324,15 @@ public class LogicalPlanner extends BaseAlgebraVisitor<LogicalPlanner.PlanContex
   private static LinkedHashSet<Target> createFieldTargetsFromRelation(QueryBlock block, RelationNode relationNode,
                                                       Set<String> newlyEvaluatedRefNames) {
     LinkedHashSet<Target> targets = Sets.newLinkedHashSet();
-    for (Column column : relationNode.getLogicalSchema().getColumns()) {
+    for (Column column : relationNode.getLogicalSchema().getAllColumns()) {
+
+      // TODO - Currently, EvalNode has DataType as a return type. So, RECORD cannot be used for any target.
+      // The following line is a kind of hack, preventing RECORD to be used for target in the logical planning phase.
+      // This problem should be resolved after TAJO-1402.
+      if (column.getTypeDesc().getDataType().getType() == TajoDataTypes.Type.RECORD) {
+        continue;
+      }
+
       String aliasName = block.namedExprsMgr.checkAndGetIfAliasedColumn(column.getQualifiedName());
       if (aliasName != null) {
         targets.add(new Target(new FieldEval(column), aliasName));

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/expr/RowConstantEval.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/expr/RowConstantEval.java b/tajo-plan/src/main/java/org/apache/tajo/plan/expr/RowConstantEval.java
index 153a150..eddb022 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/expr/RowConstantEval.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/expr/RowConstantEval.java
@@ -26,6 +26,7 @@ import org.apache.tajo.catalog.CatalogUtil;
 import org.apache.tajo.datum.Datum;
 import org.apache.tajo.datum.NullDatum;
 import org.apache.tajo.storage.Tuple;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 import static org.apache.tajo.common.TajoDataTypes.DataType;
@@ -88,7 +89,7 @@ public class RowConstantEval extends EvalNode {
   }
 
   public String toString() {
-    return TUtil.arrayToString(values);
+    return StringUtils.join(values);
   }
 
   public void preOrder(EvalNodeVisitor visitor) {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/expr/WindowFunctionEval.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/expr/WindowFunctionEval.java b/tajo-plan/src/main/java/org/apache/tajo/plan/expr/WindowFunctionEval.java
index 0b60d14..a39d303 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/expr/WindowFunctionEval.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/expr/WindowFunctionEval.java
@@ -26,6 +26,7 @@ import org.apache.tajo.datum.Datum;
 import org.apache.tajo.plan.function.FunctionContext;
 import org.apache.tajo.plan.logical.WindowSpec;
 import org.apache.tajo.storage.Tuple;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 import java.util.Arrays;
@@ -120,7 +121,7 @@ public class WindowFunctionEval extends AggregationFunctionCallEval implements C
     sb.append(funcDesc.getFunctionName()).append("(").append(isDistinct() ? " distinct" : "").append(sb)
         .append(")");
     if (hasSortSpecs()) {
-      sb.append("ORDER BY ").append(TUtil.arrayToString(sortSpecs));
+      sb.append("ORDER BY ").append(StringUtils.join(sortSpecs));
     }
     return sb.toString();
   }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/function/python/PythonScriptEngine.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/function/python/PythonScriptEngine.java b/tajo-plan/src/main/java/org/apache/tajo/plan/function/python/PythonScriptEngine.java
index 878553f..079fc3e 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/function/python/PythonScriptEngine.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/function/python/PythonScriptEngine.java
@@ -478,7 +478,7 @@ public class PythonScriptEngine extends TajoScriptEngine {
     try {
       result = outputHandler.getNext().get(0);
     } catch (Exception e) {
-      throw new RuntimeException("Problem getting output", e);
+      throw new RuntimeException("Problem getting output: " + e.getMessage(), e);
     }
 
     return result;
@@ -512,7 +512,7 @@ public class PythonScriptEngine extends TajoScriptEngine {
     try {
       outputHandler.getNext();
     } catch (Exception e) {
-      throw new RuntimeException("Problem getting output", e);
+      throw new RuntimeException("Problem getting output: " + e.getMessage(), e);
     }
   }
 
@@ -532,7 +532,7 @@ public class PythonScriptEngine extends TajoScriptEngine {
     try {
       outputHandler.getNext();
     } catch (Exception e) {
-      throw new RuntimeException("Problem getting output", e);
+      throw new RuntimeException("Problem getting output: " + e.getMessage(), e);
     }
   }
 
@@ -552,7 +552,7 @@ public class PythonScriptEngine extends TajoScriptEngine {
     try {
       outputHandler.getNext(functionContext);
     } catch (Exception e) {
-      throw new RuntimeException("Problem getting output", e);
+      throw new RuntimeException("Problem getting output: " + e.getMessage(), e);
     }
   }
 
@@ -573,7 +573,7 @@ public class PythonScriptEngine extends TajoScriptEngine {
     try {
       return outputHandler.getPartialResultString();
     } catch (Exception e) {
-      throw new RuntimeException("Problem getting output", e);
+      throw new RuntimeException("Problem getting output: " + e.getMessage(), e);
     }
   }
 
@@ -595,7 +595,7 @@ public class PythonScriptEngine extends TajoScriptEngine {
     try {
       result = outputHandler.getNext().get(0);
     } catch (Exception e) {
-      throw new RuntimeException("Problem getting output", e);
+      throw new RuntimeException("Problem getting output: " + e.getMessage(), e);
     }
 
     return result;

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/GreedyHeuristicJoinOrderAlgorithm.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/GreedyHeuristicJoinOrderAlgorithm.java b/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/GreedyHeuristicJoinOrderAlgorithm.java
index e4d6122..862cb8a 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/GreedyHeuristicJoinOrderAlgorithm.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/GreedyHeuristicJoinOrderAlgorithm.java
@@ -26,7 +26,7 @@ import org.apache.tajo.plan.PlanningException;
 import org.apache.tajo.catalog.SchemaUtil;
 import org.apache.tajo.plan.expr.AlgebraicUtil;
 import org.apache.tajo.plan.logical.*;
-import org.apache.tajo.util.TUtil;
+import org.apache.tajo.util.StringUtils;
 
 import java.util.*;
 
@@ -59,7 +59,7 @@ public class GreedyHeuristicJoinOrderAlgorithm implements JoinOrderAlgorithm {
       for (LogicalNode relation : remainRelations) {
         Collection <String> relationStrings = PlannerUtil.getRelationLineageWithinQueryBlock(plan, relation);
         List<JoinEdge> joinEdges = new ArrayList<JoinEdge>();
-        String relationCollection = TUtil.collectionToString(relationStrings, ",");
+        String relationCollection = StringUtils.join(relationStrings, ",");
         List<JoinEdge> joinEdgesForGiven = joinGraph.getIncomingEdges(relationCollection);
         if (joinEdgesForGiven != null) {
           joinEdges.addAll(joinEdgesForGiven);
@@ -236,7 +236,7 @@ public class GreedyHeuristicJoinOrderAlgorithm implements JoinOrderAlgorithm {
     // If outer is outer join, make edge key using all relation names in outer.
     SortedSet<String> relationNames =
         new TreeSet<String>(PlannerUtil.getRelationLineageWithinQueryBlock(plan, outer));
-    String outerEdgeKey = TUtil.collectionToString(relationNames, ", ");
+    String outerEdgeKey = StringUtils.join(relationNames, ", ");
     for (String innerName : PlannerUtil.getRelationLineageWithinQueryBlock(plan, inner)) {
       if (graph.hasEdge(outerEdgeKey, innerName)) {
         JoinEdge existJoinEdge = graph.getEdge(outerEdgeKey, innerName);
@@ -257,7 +257,7 @@ public class GreedyHeuristicJoinOrderAlgorithm implements JoinOrderAlgorithm {
 
     relationNames =
         new TreeSet<String>(PlannerUtil.getRelationLineageWithinQueryBlock(plan, inner));
-    outerEdgeKey = TUtil.collectionToString(relationNames, ", ");
+    outerEdgeKey = StringUtils.join(relationNames, ", ");
     for (String outerName : PlannerUtil.getRelationLineageWithinQueryBlock(plan, outer)) {
       if (graph.hasEdge(outerEdgeKey, outerName)) {
         JoinEdge existJoinEdge = graph.getEdge(outerEdgeKey, outerName);

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinEdge.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinEdge.java b/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinEdge.java
index ce06748..fb4fae1 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinEdge.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinEdge.java
@@ -22,7 +22,7 @@ import com.google.common.collect.Sets;
 import org.apache.tajo.algebra.JoinType;
 import org.apache.tajo.plan.expr.EvalNode;
 import org.apache.tajo.plan.logical.LogicalNode;
-import org.apache.tajo.util.TUtil;
+import org.apache.tajo.util.StringUtils;
 
 import java.util.Collections;
 import java.util.Set;
@@ -70,6 +70,6 @@ public class JoinEdge {
   }
 
   public String toString() {
-    return leftRelation + " " + joinType + " " + rightRelation + " ON " + TUtil.collectionToString(joinQual, ", ");
+    return leftRelation + " " + joinType + " " + rightRelation + " ON " + StringUtils.join(joinQual, ", ");
   }
 }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinGraph.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinGraph.java b/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinGraph.java
index 72e9b1d..9ae5245 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinGraph.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/joinorder/JoinGraph.java
@@ -22,6 +22,7 @@ import com.google.common.collect.Sets;
 import org.apache.tajo.algebra.JoinType;
 import org.apache.tajo.catalog.CatalogUtil;
 import org.apache.tajo.catalog.Column;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.graph.SimpleUndirectedGraph;
 import org.apache.tajo.plan.LogicalPlan;
 import org.apache.tajo.plan.NamedExprsManager;
@@ -33,7 +34,6 @@ import org.apache.tajo.plan.expr.EvalNode;
 import org.apache.tajo.plan.expr.EvalTreeUtil;
 import org.apache.tajo.plan.logical.JoinNode;
 import org.apache.tajo.plan.logical.RelationNode;
-import org.apache.tajo.util.TUtil;
 
 import java.util.*;
 
@@ -111,8 +111,8 @@ public class JoinGraph extends SimpleUndirectedGraph<String, JoinEdge> {
           new TreeSet<String>(PlannerUtil.getRelationLineageWithinQueryBlock(plan, joinNode.getRightChild()));
 
       addEdge(
-          TUtil.collectionToString(leftNodeRelationName, ", "),
-          TUtil.collectionToString(rightNodeRelationName, ", "),
+          StringUtils.join(leftNodeRelationName, ", "),
+          StringUtils.join(rightNodeRelationName, ", "),
           edge);
 
       Set<EvalNode> allInOneCnf = new HashSet<EvalNode>();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/DistinctGroupbyNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/DistinctGroupbyNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/DistinctGroupbyNode.java
index 61ce789..fb19f10 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/DistinctGroupbyNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/DistinctGroupbyNode.java
@@ -19,12 +19,12 @@
 package org.apache.tajo.plan.logical;
 
 import com.google.gson.annotations.Expose;
-
 import org.apache.tajo.catalog.Column;
 import org.apache.tajo.plan.PlanString;
 import org.apache.tajo.plan.util.PlannerUtil;
 import org.apache.tajo.plan.Target;
 import org.apache.tajo.plan.expr.AggregationFunctionCallEval;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 import java.util.ArrayList;
@@ -150,7 +150,7 @@ public class DistinctGroupbyNode extends UnaryNode implements Projectable, Clone
   public String toString() {
     StringBuilder sb = new StringBuilder("Distinct GroupBy (");
     if (groupingColumns != null && groupingColumns.length > 0) {
-      sb.append("grouping set=").append(TUtil.arrayToString(groupingColumns));
+      sb.append("grouping set=").append(StringUtils.join(groupingColumns));
       sb.append(", ");
     }
     for (GroupbyNode eachNode: subGroupbyPlan) {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/EvalExprNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/EvalExprNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/EvalExprNode.java
index 3aaf5d0..0632f68 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/EvalExprNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/EvalExprNode.java
@@ -28,6 +28,7 @@ import com.google.gson.annotations.Expose;
 import org.apache.tajo.plan.PlanString;
 import org.apache.tajo.plan.util.PlannerUtil;
 import org.apache.tajo.plan.Target;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 public class EvalExprNode extends LogicalNode implements Projectable {
@@ -69,7 +70,7 @@ public class EvalExprNode extends LogicalNode implements Projectable {
   
   @Override
   public String toString() {
-    return "EvalExprNode (" + TUtil.arrayToString(exprs) + ")";
+    return "EvalExprNode (" + StringUtils.join(exprs) + ")";
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/GroupbyNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/GroupbyNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/GroupbyNode.java
index 730f705..23a9154 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/GroupbyNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/GroupbyNode.java
@@ -18,18 +18,18 @@
 
 package org.apache.tajo.plan.logical;
 
-import java.util.Arrays;
-
 import com.google.common.base.Preconditions;
 import com.google.gson.annotations.Expose;
-
 import org.apache.tajo.catalog.Column;
 import org.apache.tajo.plan.PlanString;
 import org.apache.tajo.plan.util.PlannerUtil;
 import org.apache.tajo.plan.Target;
 import org.apache.tajo.plan.expr.AggregationFunctionCallEval;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
+import java.util.Arrays;
+
 public class GroupbyNode extends UnaryNode implements Projectable, Cloneable {
   /** Grouping key sets */
   @Expose private Column [] groupingKeys = PlannerUtil.EMPTY_COLUMNS;
@@ -110,11 +110,11 @@ public class GroupbyNode extends UnaryNode implements Projectable, Cloneable {
   public String toString() {
     StringBuilder sb = new StringBuilder("GroupBy (");
     if (groupingKeys != null && groupingKeys.length > 0) {
-      sb.append("grouping set=").append(TUtil.arrayToString(groupingKeys));
+      sb.append("grouping set=").append(StringUtils.join(groupingKeys));
       sb.append(", ");
     }
     if (hasAggFunctions()) {
-      sb.append("funcs=").append(TUtil.arrayToString(aggrFunctions));
+      sb.append("funcs=").append(StringUtils.join(aggrFunctions));
     }
     sb.append(")");
     return sb.toString();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ProjectionNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ProjectionNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ProjectionNode.java
index 3c9d497..ef6734e 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ProjectionNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ProjectionNode.java
@@ -25,6 +25,7 @@ import com.google.gson.annotations.Expose;
 import org.apache.tajo.plan.PlanString;
 import org.apache.tajo.plan.util.PlannerUtil;
 import org.apache.tajo.plan.Target;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 public class ProjectionNode extends UnaryNode implements Projectable {
@@ -70,7 +71,7 @@ public class ProjectionNode extends UnaryNode implements Projectable {
 	public String toString() {
 	  StringBuilder sb = new StringBuilder("Projection (distinct=").append(distinct);
     if (targets != null) {
-      sb.append(", exprs=").append(TUtil.arrayToString(targets)).append(")");
+      sb.append(", exprs=").append(StringUtils.join(targets)).append(")");
     }
 	  return sb.toString();
 	}

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/RelationNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/RelationNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/RelationNode.java
index 7e335b0..ced9a36 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/RelationNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/RelationNode.java
@@ -43,7 +43,19 @@ public abstract class RelationNode extends LogicalNode {
 
   public abstract String getTableName();
 
+  /**
+   * Return a full qualified table name (i.e., dbname.table_name)
+   *
+   * @return A full qualified table name
+   */
   public abstract String getCanonicalName();
 
+  /**
+   * Return a logical schema, meaning physically stored columns and virtual columns.
+   * Since partition keys in the column partition are not physically stored to files or tables,
+   * we call the partition keys virtual columns.
+   *
+   * @return A logical schema
+   */
   public abstract Schema getLogicalSchema();
 }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ShuffleFileWriteNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ShuffleFileWriteNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ShuffleFileWriteNode.java
index 8215f51..7487009 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ShuffleFileWriteNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/ShuffleFileWriteNode.java
@@ -24,6 +24,7 @@ import com.google.common.base.Preconditions;
 import com.google.gson.annotations.Expose;
 
 import org.apache.tajo.catalog.Column;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 import static org.apache.tajo.plan.serder.PlanProto.ShuffleType;
@@ -107,7 +108,7 @@ public class ShuffleFileWriteNode extends PersistentStoreNode implements Cloneab
     }
     sb.append(", part number=").append(numOutputs);
     if (shuffleKeys != null) {
-      sb.append(", keys: ").append(TUtil.arrayToString(shuffleKeys));
+      sb.append(", keys: ").append(StringUtils.join(shuffleKeys));
     }
     sb.append(")");
     

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/TruncateTableNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/TruncateTableNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/TruncateTableNode.java
index 0166ef8..ef61d51 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/TruncateTableNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/TruncateTableNode.java
@@ -20,7 +20,7 @@ package org.apache.tajo.plan.logical;
 
 import com.google.gson.annotations.Expose;
 import org.apache.tajo.plan.PlanString;
-import org.apache.tajo.util.TUtil;
+import org.apache.tajo.util.StringUtils;
 
 import java.util.List;
 
@@ -52,7 +52,7 @@ public class TruncateTableNode extends LogicalNode {
 
   @Override
   public String toString() {
-    return "TruncateTable (table=" + TUtil.collectionToString(tableNames, ", ") + ")";
+    return "TruncateTable (table=" + StringUtils.join(tableNames, ", ") + ")";
   }
 
   @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/logical/WindowAggNode.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/WindowAggNode.java b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/WindowAggNode.java
index 3f624f6..1bee34c 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/logical/WindowAggNode.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/logical/WindowAggNode.java
@@ -26,6 +26,7 @@ import org.apache.tajo.plan.PlanString;
 import org.apache.tajo.plan.util.PlannerUtil;
 import org.apache.tajo.plan.Target;
 import org.apache.tajo.plan.expr.WindowFunctionEval;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
 public class WindowAggNode extends UnaryNode implements Projectable, Cloneable {
@@ -114,14 +115,14 @@ public class WindowAggNode extends UnaryNode implements Projectable, Cloneable {
   public String toString() {
     StringBuilder sb = new StringBuilder("WinAgg (");
     if (hasPartitionKeys()) {
-      sb.append("partition keys=").append(TUtil.arrayToString(partitionKeys));
+      sb.append("partition keys=").append(StringUtils.join(partitionKeys));
       sb.append(", ");
     }
     if (hasAggFunctions()) {
-      sb.append("funcs=").append(TUtil.arrayToString(windowFuncs));
+      sb.append("funcs=").append(StringUtils.join(windowFuncs));
     }
     if (hasSortSpecs()) {
-      sb.append("sort=").append(TUtil.arrayToString(sortSpecs));
+      sb.append("sort=").append(StringUtils.join(sortSpecs));
     }
     sb.append(")");
     return sb.toString();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/NameResolver.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/NameResolver.java b/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/NameResolver.java
index 2c55c81..633b30e 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/NameResolver.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/NameResolver.java
@@ -18,11 +18,14 @@
 
 package org.apache.tajo.plan.nameresolver;
 
+import com.google.common.base.Preconditions;
 import com.google.common.collect.Lists;
 import com.google.common.collect.Maps;
 import org.apache.tajo.algebra.ColumnReferenceExpr;
+import org.apache.tajo.algebra.Relation;
 import org.apache.tajo.catalog.CatalogUtil;
 import org.apache.tajo.catalog.Column;
+import org.apache.tajo.catalog.NestedPathUtil;
 import org.apache.tajo.catalog.Schema;
 import org.apache.tajo.catalog.exception.NoSuchColumnException;
 import org.apache.tajo.plan.algebra.AmbiguousFieldException;
@@ -31,14 +34,30 @@ import org.apache.tajo.plan.PlanningException;
 import org.apache.tajo.plan.verifier.VerifyException;
 import org.apache.tajo.plan.logical.RelationNode;
 import org.apache.tajo.util.Pair;
+import org.apache.tajo.util.StringUtils;
 import org.apache.tajo.util.TUtil;
 
-import java.util.ArrayList;
+import java.util.Collection;
 import java.util.List;
 import java.util.Map;
+import java.util.Set;
 
 /**
- * NameResolver utility
+ * Column name resolution utility. A SQL statement can include many kinds of column names,
+ * defined in different ways. Some column name indicates just a column in a relation.
+ * Another column name includes alias table name or alias column name, derived from some expression.
+ *
+ * This utility ensures that each column name is derived from valid and accessible column, and
+ * it also finds the exact data type of the column.
+ *
+ * Terminology:
+ * <ul>
+ *   <li>Qualifier:  database name, table name, or both included in a column name</li>
+ *   <li>Simple name: just column name without any qualifier</li>
+ *   <li>Alias name: another name to shortly specify a certain column</li>
+ *   <li>Fully qualified name: a column name with database name and table name</li>
+ *   <li>Canonical name: a fully qualified name, but its simple name is aliased name.</li>
+ * </ul>
  */
 public abstract class NameResolver {
 
@@ -51,30 +70,44 @@ public abstract class NameResolver {
     resolverMap.put(NameResolvingMode.LEGACY, new ResolverByLegacy());
   }
 
+  public static Column resolve(LogicalPlan plan, LogicalPlan.QueryBlock block, ColumnReferenceExpr column,
+                               NameResolvingMode mode) throws PlanningException {
+    if (!resolverMap.containsKey(mode)) {
+      throw new PlanningException("Unsupported name resolving level: " + mode.name());
+    }
+    return resolverMap.get(mode).resolve(plan, block, column);
+  }
+
   abstract Column resolve(LogicalPlan plan, LogicalPlan.QueryBlock block, ColumnReferenceExpr columnRef)
   throws PlanningException;
 
   /**
-   * Try to find the database name
+   * Guess a relation from a table name regardless of whether the given name is qualified or not.
    *
    * @param block the current block
-   * @param tableName The table name
-   * @return The found database name
+   * @param tableName The table name which can be either qualified or not.
+   * @return A corresponding relation
    * @throws PlanningException
    */
-  public static String resolveDatabase(LogicalPlan.QueryBlock block, String tableName) throws PlanningException {
-    List<String> found = new ArrayList<String>();
+  public static RelationNode lookupTable(LogicalPlan.QueryBlock block, String tableName) throws PlanningException {
+    List<RelationNode> found = TUtil.newList();
+
     for (RelationNode relation : block.getRelations()) {
-      // check alias name or table name
-      if (CatalogUtil.extractSimpleName(relation.getCanonicalName()).equals(tableName) ||
+
+      // if a table name is qualified
+      if (relation.getCanonicalName().equals(tableName) || relation.getTableName().equals(tableName)) {
+        found.add(relation);
+
+      // if a table name is not qualified
+      } else if (CatalogUtil.extractSimpleName(relation.getCanonicalName()).equals(tableName) ||
           CatalogUtil.extractSimpleName(relation.getTableName()).equals(tableName)) {
-        // obtain the database name
-        found.add(CatalogUtil.extractQualifier(relation.getTableName()));
+        found.add(relation);
       }
     }
 
     if (found.size() == 0) {
       return null;
+
     } else if (found.size() > 1) {
       throw new PlanningException("Ambiguous table name \"" + tableName + "\"");
     }
@@ -82,12 +115,26 @@ public abstract class NameResolver {
     return found.get(0);
   }
 
-  public static Column resolve(LogicalPlan plan, LogicalPlan.QueryBlock block, ColumnReferenceExpr column,
-                        NameResolvingMode mode) throws PlanningException {
-    if (!resolverMap.containsKey(mode)) {
-      throw new PlanningException("Unsupported name resolving level: " + mode.name());
+  /**
+   * Find relations such that its schema contains a given column
+   *
+   * @param block the current block
+   * @param columnName The column name to find relation
+   * @return relations including a given column
+   * @throws PlanningException
+   */
+  public static Collection<RelationNode> lookupTableByColumns(LogicalPlan.QueryBlock block, String columnName)
+      throws PlanningException {
+
+    Set<RelationNode> found = TUtil.newHashSet();
+
+    for (RelationNode rel : block.getRelations()) {
+      if (rel.getLogicalSchema().contains(columnName)) {
+        found.add(rel);
+      }
     }
-    return resolverMap.get(mode).resolve(plan, block, column);
+
+    return found;
   }
 
   /**
@@ -107,7 +154,7 @@ public abstract class NameResolver {
     String canonicalName;
 
     if (columnRef.hasQualifier()) {
-      Pair<String, String> normalized = normalizeQualifierAndCanonicalName(block, columnRef);
+      Pair<String, String> normalized = lookupQualifierAndCanonicalName(block, columnRef);
       qualifier = normalized.getFirst();
       canonicalName = normalized.getSecond();
 
@@ -121,8 +168,8 @@ public abstract class NameResolver {
       // Please consider a query case:
       // select lineitem.l_orderkey from lineitem a order by lineitem.l_orderkey;
       //
-      // The relation lineitem is already renamed to "a", but lineitem.l_orderkey still can be used.
-      // The below code makes it available. Otherwise, it cannot find any match in the relation schema.
+      // The relation lineitem is already renamed to "a", but lineitem.l_orderkey still should be available.
+      // The below code makes it possible. Otherwise, it cannot find any match in the relation schema.
       if (block.isAlreadyRenamedTableName(CatalogUtil.extractQualifier(canonicalName))) {
         canonicalName =
             CatalogUtil.buildFQName(relationOp.getCanonicalName(), CatalogUtil.extractSimpleName(canonicalName));
@@ -133,7 +180,7 @@ public abstract class NameResolver {
 
       return column;
     } else {
-      return resolveFromAllRelsInBlock(block, columnRef);
+      return lookupColumnFromAllRelsInBlock(block, columnRef.getName());
     }
   }
 
@@ -162,18 +209,22 @@ public abstract class NameResolver {
   }
 
   /**
-   * It tries to find a full qualified column name from all relations in the current block.
+   * Lookup a column among all relations in the current block from a column name.
+   *
+   * It assumes that <code>columnName</code> is not any qualified name.
    *
    * @param block The current query block
-   * @param columnRef The column reference to be found
+   * @param columnName The column reference to be found
    * @return The found column
    */
-  static Column resolveFromAllRelsInBlock(LogicalPlan.QueryBlock block,
-                                          ColumnReferenceExpr columnRef) throws VerifyException {
+  static Column lookupColumnFromAllRelsInBlock(LogicalPlan.QueryBlock block,
+                                               String columnName) throws VerifyException {
+    Preconditions.checkArgument(CatalogUtil.isSimpleIdentifier(columnName));
+
     List<Column> candidates = TUtil.newList();
 
     for (RelationNode rel : block.getRelations()) {
-      Column found = rel.getLogicalSchema().getColumn(columnRef.getName());
+      Column found = rel.getLogicalSchema().getColumn(columnName);
       if (found != null) {
         candidates.add(found);
       }
@@ -240,39 +291,100 @@ public abstract class NameResolver {
   }
 
   /**
-   * It returns a pair of names, which the first value is ${database}.${table} and the second value
-   * is a simple column name.
+   * Lookup a qualifier and a canonical name of column.
+   *
+   * It returns a pair of names, which the first value is the qualifier ${database}.${table} and
+   * the second value is column's simple name.
    *
    * @param block The current block
    * @param columnRef The column name
    * @return A pair of normalized qualifier and column name
    * @throws PlanningException
    */
-  static Pair<String, String> normalizeQualifierAndCanonicalName(LogicalPlan.QueryBlock block,
-                                                                 ColumnReferenceExpr columnRef)
+  static Pair<String, String> lookupQualifierAndCanonicalName(LogicalPlan.QueryBlock block,
+                                                              ColumnReferenceExpr columnRef)
       throws PlanningException {
-    String qualifier;
-    String canonicalName;
+    Preconditions.checkArgument(columnRef.hasQualifier(), "ColumnReferenceExpr must be qualified.");
+
+    String [] qualifierParts = columnRef.getQualifier().split("\\.");
 
-    if (CatalogUtil.isFQTableName(columnRef.getQualifier())) {
-      qualifier = columnRef.getQualifier();
-      canonicalName = columnRef.getCanonicalName();
+    // This method assumes that column name consists of two or more dot chained names.
+    // In this case, there must be three cases as follows:
+    //
+    // - dbname.tbname.column_name.nested_field...
+    // - tbname.column_name.nested_field...
+    // - column.nested_fieldX...
+
+    Set<RelationNode> guessedRelations = TUtil.newHashSet();
+
+    // this position indicates the index of column name in qualifierParts;
+    // It must be 0 or more because a qualified column is always passed to lookupQualifierAndCanonicalName().
+    int columnNamePosition = -1;
+
+    // check for dbname.tbname.column_name.nested_field
+    if (qualifierParts.length >= 2) {
+      RelationNode rel = lookupTable(block, CatalogUtil.buildFQName(qualifierParts[0], qualifierParts[1]));
+      if (rel != null) {
+        guessedRelations.add(rel);
+        columnNamePosition = 2;
+      }
+    }
+
+    // check for tbname.column_name.nested_field
+    if (qualifierParts.length >= 1) {
+      RelationNode rel = lookupTable(block, qualifierParts[0]);
+      if (rel != null) {
+        guessedRelations.add(rel);
+        columnNamePosition = 1;
+      }
+    }
+
+    // column.nested_fieldX...
+    if (guessedRelations.size() == 0 && qualifierParts.length == 1) {
+      Collection<RelationNode> rels = lookupTableByColumns(block, qualifierParts[0]);
+
+      if (rels.size() > 1) {
+        throw new AmbiguousFieldException(columnRef.getCanonicalName());
+      }
+
+      if (rels.size() == 1) {
+        guessedRelations.addAll(rels);
+        columnNamePosition = 0;
+      }
+    }
+
+    // throw exception if no column cannot be founded or two or more than columns are founded
+    if (guessedRelations.size() == 0) {
+      throw new NoSuchColumnException(columnRef.getQualifier());
+    } else if (guessedRelations.size() > 1) {
+      throw new AmbiguousFieldException(columnRef.getCanonicalName());
+    }
+
+    String qualifier = guessedRelations.iterator().next().getCanonicalName();
+    String columnName = "";
+
+    if (columnNamePosition >= qualifierParts.length) { // if there is no column in qualifierParts
+      columnName = columnRef.getName();
     } else {
-      String resolvedDatabaseName = resolveDatabase(block, columnRef.getQualifier());
-      if (resolvedDatabaseName == null) {
-        throw new NoSuchColumnException(columnRef.getQualifier());
+      // join a column name and its nested field names
+      columnName = qualifierParts[columnNamePosition];
+
+      // if qualifierParts include nested field names
+      if (qualifierParts.length > columnNamePosition) {
+        columnName += StringUtils.join(qualifierParts, "/", columnNamePosition + 1, qualifierParts.length);
       }
-      qualifier = CatalogUtil.buildFQName(resolvedDatabaseName, columnRef.getQualifier());
-      canonicalName = CatalogUtil.buildFQName(qualifier, columnRef.getName());
+
+      // columnRef always has a leaf field name.
+      columnName += "/" + columnRef.getName();
     }
 
-    return new Pair<String, String>(qualifier, canonicalName);
+    return new Pair<String, String>(qualifier, columnName);
   }
 
   static Column ensureUniqueColumn(List<Column> candidates) throws VerifyException {
     if (candidates.size() == 1) {
       return candidates.get(0);
-    } else if (candidates.size() > 2) {
+    } else if (candidates.size() > 1) {
       StringBuilder sb = new StringBuilder();
       boolean first = true;
       for (Column column : candidates) {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/ResolverByLegacy.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/ResolverByLegacy.java b/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/ResolverByLegacy.java
index 19f39dd..0a665ab 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/ResolverByLegacy.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/nameresolver/ResolverByLegacy.java
@@ -48,12 +48,10 @@ public class ResolverByLegacy extends NameResolver {
   private static Column resolveColumnWithQualifier(LogicalPlan plan, LogicalPlan.QueryBlock block,
                                                    ColumnReferenceExpr columnRef) throws PlanningException {
     final String qualifier;
-    String canonicalName;
     final String qualifiedName;
 
-    Pair<String, String> normalized = normalizeQualifierAndCanonicalName(block, columnRef);
+    Pair<String, String> normalized = lookupQualifierAndCanonicalName(block, columnRef);
     qualifier = normalized.getFirst();
-    canonicalName = normalized.getSecond();
     qualifiedName = CatalogUtil.buildFQName(qualifier, columnRef.getName());
 
     Column found = resolveFromRelsWithinBlock(plan, block, columnRef);
@@ -84,7 +82,7 @@ public class ResolverByLegacy extends NameResolver {
         && currentNode.getType() != NodeType.TABLE_SUBQUERY) {
       List<Column> candidates = TUtil.newList();
       if (block.getNamedExprsManager().isAliased(qualifiedName)) {
-        String alias = block.getNamedExprsManager().getAlias(canonicalName);
+        String alias = block.getNamedExprsManager().getAlias(qualifiedName);
         found = resolve(plan, block, new ColumnReferenceExpr(alias), NameResolvingMode.LEGACY);
         if (found != null) {
           candidates.add(found);
@@ -101,7 +99,7 @@ public class ResolverByLegacy extends NameResolver {
   static Column resolveColumnWithoutQualifier(LogicalPlan plan, LogicalPlan.QueryBlock block,
                                                      ColumnReferenceExpr columnRef)throws PlanningException {
 
-    Column found = resolveFromAllRelsInBlock(block, columnRef);
+    Column found = lookupColumnFromAllRelsInBlock(block, columnRef.getName());
     if (found != null) {
       return found;
     }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/FilterPushDownRule.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/FilterPushDownRule.java b/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/FilterPushDownRule.java
index dc6b8ef..cc54a22 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/FilterPushDownRule.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/FilterPushDownRule.java
@@ -726,7 +726,7 @@ public class FilterPushDownRule extends BasicLogicalPlanVisitor<FilterPushDownCo
     // find aggregation column
     Set<Column> groupingColumns = TUtil.newHashSet(groupByNode.getGroupingColumns());
     Set<String> aggrFunctionOutColumns = TUtil.newHashSet();
-    for (Column column : groupByNode.getOutSchema().getColumns()) {
+    for (Column column : groupByNode.getOutSchema().getRootColumns()) {
       if (!groupingColumns.contains(column)) {
         aggrFunctionOutColumns.add(column.getQualifiedName());
       }
@@ -842,7 +842,7 @@ public class FilterPushDownRule extends BasicLogicalPlanVisitor<FilterPushDownCo
     TableDesc table = scanNode.getTableDesc();
     boolean hasQualifiedName = false;
     if (table.hasPartition()) {
-      for (Column c: table.getPartitionMethod().getExpressionSchema().getColumns()) {
+      for (Column c: table.getPartitionMethod().getExpressionSchema().getRootColumns()) {
         partitionColumns.add(c.getQualifiedName());
         hasQualifiedName = c.hasQualifier();
       }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/PartitionedTableRewriter.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/PartitionedTableRewriter.java b/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/PartitionedTableRewriter.java
index d8b6380..4b9fd48 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/PartitionedTableRewriter.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/rewrite/rules/PartitionedTableRewriter.java
@@ -224,7 +224,7 @@ public class PartitionedTableRewriter implements LogicalPlanRewriteRule {
     PartitionMethodDesc partitionDesc = scanNode.getTableDesc().getPartitionMethod();
 
     Schema paritionValuesSchema = new Schema();
-    for (Column column : partitionDesc.getExpressionSchema().getColumns()) {
+    for (Column column : partitionDesc.getExpressionSchema().getRootColumns()) {
       paritionValuesSchema.addColumn(column);
     }
 
@@ -237,7 +237,7 @@ public class PartitionedTableRewriter implements LogicalPlanRewriteRule {
 
       // add qualifier to schema for qual
       paritionValuesSchema.setQualifier(scanNode.getCanonicalName());
-      for (Column column : paritionValuesSchema.getColumns()) {
+      for (Column column : paritionValuesSchema.getRootColumns()) {
         for (EvalNode simpleExpr : conjunctiveForms) {
           if (checkIfIndexablePredicateOnTargetColumn(simpleExpr, column)) {
             indexablePredicateSet.add(simpleExpr);

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/util/PlannerUtil.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/util/PlannerUtil.java b/tajo-plan/src/main/java/org/apache/tajo/plan/util/PlannerUtil.java
index 763f938..3b83ded 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/util/PlannerUtil.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/util/PlannerUtil.java
@@ -146,7 +146,7 @@ public class PlannerUtil {
         if (EvalTreeUtil.checkIfPartitionSelection(node, partSchema)) {
           prefixPartitionWhere = true;
           boolean isPrefix = true;
-          for (Column c : partSchema.getColumns()) {
+          for (Column c : partSchema.getRootColumns()) {
             String value = EvalTreeUtil.getPartitionValue(node, c.getSimpleName());
             if (isPrefix && value == null)
               isPrefix = false;

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/LogicalPlanVerifier.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/LogicalPlanVerifier.java b/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/LogicalPlanVerifier.java
index 22b3351..c5ef8ef 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/LogicalPlanVerifier.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/LogicalPlanVerifier.java
@@ -23,6 +23,8 @@ import org.apache.tajo.OverridableConf;
 import org.apache.tajo.catalog.CatalogService;
 import org.apache.tajo.catalog.Column;
 import org.apache.tajo.catalog.Schema;
+import org.apache.tajo.common.TajoDataTypes;
+import org.apache.tajo.common.TajoDataTypes.Type;
 import org.apache.tajo.conf.TajoConf;
 import org.apache.tajo.plan.LogicalPlan;
 import org.apache.tajo.plan.util.PlannerUtil;
@@ -55,7 +57,7 @@ public class LogicalPlanVerifier extends BasicLogicalPlanVisitor<LogicalPlanVeri
   /**
    * It checks if an output schema of a projectable node and target's output data types are equivalent to each other.
    */
-  private static void verifyProjectableOutputSchema(Projectable node) throws PlanningException {
+  private static void verifyProjectableOutputSchema(Context context, Projectable node) throws PlanningException {
 
     Schema outputSchema = node.getOutSchema();
     Schema targetSchema = PlannerUtil.targetToSchema(node.getTargets());
@@ -66,9 +68,15 @@ public class LogicalPlanVerifier extends BasicLogicalPlanVisitor<LogicalPlanVeri
     }
 
     for (int i = 0; i < outputSchema.size(); i++) {
-      if (!outputSchema.getColumn(i).getDataType().equals(targetSchema.getColumn(i).getDataType())) {
+      Column outputColumn = outputSchema.getColumn(i);
+
+      if (outputColumn.getDataType().getType() == Type.RECORD) {
+        context.state.addVerification("Projecting RECORD fields is not supported yet.");
+      }
+
+      if (!outputColumn.getDataType().equals(targetSchema.getColumn(i).getDataType())) {
         Column targetColumn = targetSchema.getColumn(i);
-        Column insertColumn = outputSchema.getColumn(i);
+        Column insertColumn = outputColumn;
         throw new PlanningException("ERROR: " +
             insertColumn.getSimpleName() + " is of type " + insertColumn.getDataType().getType().name() +
             ", but target column '" + targetColumn.getSimpleName() + "' is of type " +
@@ -86,7 +94,7 @@ public class LogicalPlanVerifier extends BasicLogicalPlanVisitor<LogicalPlanVeri
       ExprsVerifier.verify(state.state, node, target.getEvalTree());
     }
 
-    verifyProjectableOutputSchema(node);
+    verifyProjectableOutputSchema(state, node);
 
     return node;
   }
@@ -108,7 +116,7 @@ public class LogicalPlanVerifier extends BasicLogicalPlanVisitor<LogicalPlanVeri
                                   GroupbyNode node, Stack<LogicalNode> stack) throws PlanningException {
     super.visitGroupBy(context, plan, block, node, stack);
 
-    verifyProjectableOutputSchema(node);
+    verifyProjectableOutputSchema(context, node);
     return node;
   }
 
@@ -130,7 +138,7 @@ public class LogicalPlanVerifier extends BasicLogicalPlanVisitor<LogicalPlanVeri
       ExprsVerifier.verify(context.state, node, node.getJoinQual());
     }
 
-    verifyProjectableOutputSchema(node);
+    verifyProjectableOutputSchema(context, node);
 
     return node;
   }
@@ -192,7 +200,7 @@ public class LogicalPlanVerifier extends BasicLogicalPlanVisitor<LogicalPlanVeri
       }
     }
 
-    verifyProjectableOutputSchema(node);
+    verifyProjectableOutputSchema(context, node);
     return node;
   }
 
@@ -209,7 +217,7 @@ public class LogicalPlanVerifier extends BasicLogicalPlanVisitor<LogicalPlanVeri
       ExprsVerifier.verify(context.state, node, node.getQual());
     }
 
-    verifyProjectableOutputSchema(node);
+    verifyProjectableOutputSchema(context, node);
 
     return node;
   }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/PreLogicalPlanVerifier.java
----------------------------------------------------------------------
diff --git a/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/PreLogicalPlanVerifier.java b/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/PreLogicalPlanVerifier.java
index 275ab3a..8717bda 100644
--- a/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/PreLogicalPlanVerifier.java
+++ b/tajo-plan/src/main/java/org/apache/tajo/plan/verifier/PreLogicalPlanVerifier.java
@@ -83,7 +83,7 @@ public class PreLogicalPlanVerifier extends BaseAlgebraVisitor<PreLogicalPlanVer
     super.visitProjection(context, stack, expr);
 
     Set<String> names = TUtil.newHashSet();
-    
+
     for (NamedExpr namedExpr : expr.getNamedExprs()) {
 
       if (namedExpr.hasAlias()) {
@@ -302,8 +302,8 @@ public class PreLogicalPlanVerifier extends BaseAlgebraVisitor<PreLogicalPlanVer
               return null;
             }
             if (table.hasPartition()) {
-              int columnSize = table.getSchema().getColumns().size();
-              columnSize += table.getPartitionMethod().getExpressionSchema().getColumns().size();
+              int columnSize = table.getSchema().getRootColumns().size();
+              columnSize += table.getPartitionMethod().getExpressionSchema().getRootColumns().size();
               if (projectColumnNum < columnSize) {
                 context.state.addVerification("INSERT has smaller expressions than target columns");
               } else if (projectColumnNum > columnSize) {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/MergeScanner.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/MergeScanner.java b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/MergeScanner.java
index 66b3667..5423fd7 100644
--- a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/MergeScanner.java
+++ b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/MergeScanner.java
@@ -84,7 +84,7 @@ public class MergeScanner implements Scanner {
     tableStats.setNumBytes(numBytes);
     tableStats.setNumBlocks(fragments.size());
 
-    for(Column eachColumn: schema.getColumns()) {
+    for(Column eachColumn: schema.getRootColumns()) {
       ColumnStats columnStats = new ColumnStats(eachColumn);
       tableStats.addColumnStat(columnStats);
     }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/RowStoreUtil.java b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
index 33db798..9d69423 100644
--- a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
+++ b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/RowStoreUtil.java
@@ -35,7 +35,7 @@ public class RowStoreUtil {
   public static int[] getTargetIds(Schema inSchema, Schema outSchema) {
     int[] targetIds = new int[outSchema.size()];
     int i = 0;
-    for (Column target : outSchema.getColumns()) {
+    for (Column target : outSchema.getRootColumns()) {
       targetIds[i] = inSchema.getColumnId(target.getQualifiedName());
       i++;
     }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/Scanner.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/Scanner.java b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/Scanner.java
index 0356b19..7af8247 100644
--- a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/Scanner.java
+++ b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/Scanner.java
@@ -61,6 +61,15 @@ public interface Scanner extends SchemaObject, Closeable {
   /**
    * It returns if the projection is executed in the underlying scanner layer.
    *
+   * If TRUE, the upper layers (i.e., SeqScanExec) assume that next()
+   * will return a tuple which contains only projected fields. In other words,
+   * the field number of a retrieved tuple is equivalent tothe number of targets.
+   *
+   * If FALSE, the upper layers assume that next() will return a tuple which
+   * contains projected fields and non-projected fields, padded by NullDatum.
+   * In other words, the width of tuple is equivalent to the field number
+   * of the table schema.
+   *
    * @return true if this scanner can project the given columns.
    */
   boolean isProjectable();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/StorageManager.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/StorageManager.java b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/StorageManager.java
index ce963c8..b8438e9 100644
--- a/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/StorageManager.java
+++ b/tajo-storage/tajo-storage-common/src/main/java/org/apache/tajo/storage/StorageManager.java
@@ -409,9 +409,7 @@ public abstract class StorageManager {
 
     Class<? extends Scanner> scannerClass = getScannerClass(meta.getStoreType());
     scanner = newScannerInstance(scannerClass, conf, schema, meta, fragment);
-    if (scanner.isProjectable()) {
-      scanner.setTarget(target.toArray());
-    }
+    scanner.setTarget(target.toArray());
 
     return scanner;
   }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/AbstractHBaseAppender.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/AbstractHBaseAppender.java b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/AbstractHBaseAppender.java
index 4836352..0e3441b 100644
--- a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/AbstractHBaseAppender.java
+++ b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/AbstractHBaseAppender.java
@@ -60,7 +60,6 @@ public abstract class AbstractHBaseAppender implements Appender {
   protected boolean[] isRowKeyMappings;
   protected boolean[] isColumnKeys;
   protected boolean[] isColumnValues;
-  protected int[] rowKeyFieldIndexes;
   protected int[] rowkeyColumnIndexes;
   protected char rowKeyDelimiter;
 
@@ -107,7 +106,6 @@ public abstract class AbstractHBaseAppender implements Appender {
     isColumnKeys = columnMapping.getIsColumnKeys();
     isColumnValues = columnMapping.getIsColumnValues();
     rowKeyDelimiter = columnMapping.getRowKeyDelimiter();
-    rowKeyFieldIndexes = columnMapping.getRowKeyFieldIndexes();
 
     this.columnNum = schema.size();
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/ColumnMapping.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/ColumnMapping.java b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/ColumnMapping.java
index c3094fd..e66a707 100644
--- a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/ColumnMapping.java
+++ b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/ColumnMapping.java
@@ -77,7 +77,7 @@ public class ColumnMapping {
 
     String[] columnMappingTokens = columnMapping.split(",");
 
-    if (columnMappingTokens.length != schema.getColumns().size()) {
+    if (columnMappingTokens.length != schema.getRootColumns().size()) {
       throw new IOException("The number of mapped HBase columns is great than the number of Tajo table columns");
     }
 

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseBinarySerializerDeserializer.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseBinarySerializerDeserializer.java b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseBinarySerializerDeserializer.java
index c05c5bb..53ff9dc 100644
--- a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseBinarySerializerDeserializer.java
+++ b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseBinarySerializerDeserializer.java
@@ -39,10 +39,14 @@ public class HBaseBinarySerializerDeserializer {
         datum = bytes == null || bytes.length == 0 ? NullDatum.get() : DatumFactory.createInt4(Bytes.toInt(bytes));
         break;
       case INT8:
-        if (bytes.length == 4) {
-          datum = bytes == null || bytes.length == 0 ? NullDatum.get() : DatumFactory.createInt8(Bytes.toInt(bytes));
+        if (bytes == null) {
+          datum = NullDatum.get();
         } else {
-          datum = bytes == null || bytes.length == 0 ? NullDatum.get() : DatumFactory.createInt8(Bytes.toLong(bytes));
+          if (bytes.length == 4) {
+            datum = DatumFactory.createInt8(Bytes.toInt(bytes));
+          } else {
+            datum = bytes.length == 0 ? NullDatum.get() : DatumFactory.createInt8(Bytes.toLong(bytes));
+          }
         }
         break;
       case FLOAT4:

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseScanner.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseScanner.java b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseScanner.java
index ab56252..9eb1d86 100644
--- a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseScanner.java
+++ b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseScanner.java
@@ -18,6 +18,7 @@
 
 package org.apache.tajo.storage.hbase;
 
+import com.google.common.base.Preconditions;
 import org.apache.commons.logging.Log;
 import org.apache.commons.logging.LogFactory;
 import org.apache.hadoop.conf.Configuration;
@@ -87,7 +88,13 @@ public class HBaseScanner implements Scanner {
   private char rowKeyDelimiter;
 
   public HBaseScanner (Configuration conf, Schema schema, TableMeta meta, Fragment fragment) throws IOException {
-    this.conf = (TajoConf)conf;
+    Preconditions.checkNotNull(conf);
+    Preconditions.checkNotNull(schema);
+    Preconditions.checkNotNull(meta);
+    Preconditions.checkNotNull(fragment);
+    Preconditions.checkArgument(conf instanceof TajoConf);
+
+    this.conf = (TajoConf) conf;
     this.schema = schema;
     this.meta = meta;
     this.fragment = (HBaseFragment)fragment;
@@ -102,11 +109,10 @@ public class HBaseScanner implements Scanner {
       tableStats.setNumBytes(0);
       tableStats.setNumBlocks(1);
     }
-    if (schema != null) {
-      for(Column eachColumn: schema.getColumns()) {
-        ColumnStats columnStats = new ColumnStats(eachColumn);
-        tableStats.addColumnStat(columnStats);
-      }
+
+    for (Column eachColumn : schema.getRootColumns()) {
+      ColumnStats columnStats = new ColumnStats(eachColumn);
+      tableStats.addColumnStat(columnStats);
     }
 
     scanFetchSize = Integer.parseInt(
@@ -203,9 +209,9 @@ public class HBaseScanner implements Scanner {
     }
 
     Result result = scanResults[scanResultIndex++];
-    Tuple resultTuple = new VTuple(schema.size());
+    Tuple resultTuple = new VTuple(targetIndexes.length);
     for (int i = 0; i < targetIndexes.length; i++) {
-      resultTuple.put(targetIndexes[i], getDatum(result, targetIndexes[i]));
+      resultTuple.put(i, getDatum(result, targetIndexes[i]));
     }
     numRows++;
     return resultTuple;

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseStorageManager.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseStorageManager.java b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseStorageManager.java
index a9e5bde..f74245e 100644
--- a/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseStorageManager.java
+++ b/tajo-storage/tajo-storage-hbase/src/main/java/org/apache/tajo/storage/hbase/HBaseStorageManager.java
@@ -355,7 +355,7 @@ public class HBaseStorageManager extends StorageManager {
     Collection<String> columnFamilies = columnMapping.getColumnFamilyNames();
     //If 'columns' attribute is empty, Tajo table columns are mapped to all HBase table column.
     if (columnFamilies.isEmpty()) {
-      for (Column eachColumn: schema.getColumns()) {
+      for (Column eachColumn: schema.getRootColumns()) {
         columnFamilies.add(eachColumn.getSimpleName());
       }
     }
@@ -735,7 +735,7 @@ public class HBaseStorageManager extends StorageManager {
         for (String property : CONNECTION_PROPERTIES) {
           String thisValue = this.properties.get(property);
           String thatValue = that.properties.get(property);
-          //noinspection StringEquality
+          // noinspection StringEquality
           if (thisValue == thatValue) {
             continue;
           }
@@ -1121,7 +1121,7 @@ public class HBaseStorageManager extends StorageManager {
 
       try {
         HTableDescriptor hTableDesc = parseHTableDescriptor(tableMeta, cNode.getTableSchema());
-        LOG.info("Delete table cause query failed:" + hTableDesc.getName());
+        LOG.info("Delete table cause query failed:" + new String(hTableDesc.getName()));
         hAdmin.disableTable(hTableDesc.getName());
         hAdmin.deleteTable(hTableDesc.getName());
       } finally {

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/CSVFile.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/CSVFile.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/CSVFile.java
index c1047d9..5fc96f1 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/CSVFile.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/CSVFile.java
@@ -528,7 +528,7 @@ public class CSVFile {
 
     @Override
     public boolean isProjectable() {
-      return true;
+      return false;
     }
 
     @Override

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileScanner.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileScanner.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileScanner.java
index 038f0f4..0726125 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileScanner.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileScanner.java
@@ -69,7 +69,7 @@ public abstract class FileScanner implements Scanner {
     }
 
     if (schema != null) {
-      for(Column eachColumn: schema.getColumns()) {
+      for(Column eachColumn: schema.getRootColumns()) {
         ColumnStats columnStats = new ColumnStats(eachColumn);
         tableStats.addColumnStat(columnStats);
       }

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileStorageManager.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileStorageManager.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileStorageManager.java
index 8d425b4..439bee0 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileStorageManager.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/FileStorageManager.java
@@ -732,7 +732,7 @@ public class FileStorageManager extends StorageManager {
     //In the case of partitioned table, we should return same partition key data files.
     int partitionDepth = 0;
     if (tableDesc.hasPartition()) {
-      partitionDepth = tableDesc.getPartitionMethod().getExpressionSchema().getColumns().size();
+      partitionDepth = tableDesc.getPartitionMethod().getExpressionSchema().getRootColumns().size();
     }
 
     List<FileStatus> nonZeroLengthFiles = new ArrayList<FileStatus>();

http://git-wip-us.apache.org/repos/asf/tajo/blob/0d1bf41f/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/avro/AvroScanner.java
----------------------------------------------------------------------
diff --git a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/avro/AvroScanner.java b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/avro/AvroScanner.java
index 51594df..26083a5 100644
--- a/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/avro/AvroScanner.java
+++ b/tajo-storage/tajo-storage-hdfs/src/main/java/org/apache/tajo/storage/avro/AvroScanner.java
@@ -80,8 +80,7 @@ public class AvroScanner extends FileScanner {
     avroSchema = AvroUtil.getAvroSchema(meta, conf);
     avroFields = avroSchema.getFields();
 
-    DatumReader<GenericRecord> datumReader =
-        new GenericDatumReader<GenericRecord>(avroSchema);
+    DatumReader<GenericRecord> datumReader = new GenericDatumReader<GenericRecord>(avroSchema);
     SeekableInput input = new FsInput(fragment.getPath(), conf);
     dataFileReader = new DataFileReader<GenericRecord>(input, datumReader);
     super.init();
@@ -175,13 +174,13 @@ public class AvroScanner extends FileScanner {
       return null;
     }
 
-    Tuple tuple = new VTuple(schema.size());
+    Tuple tuple = new VTuple(projectionMap.length);
     GenericRecord record = dataFileReader.next();
     for (int i = 0; i < projectionMap.length; ++i) {
       int columnIndex = projectionMap[i];
       Object value = record.get(columnIndex);
       if (value == null) {
-        tuple.put(columnIndex, NullDatum.get());
+        tuple.put(i, NullDatum.get());
         continue;
       }
 
@@ -196,28 +195,28 @@ public class AvroScanner extends FileScanner {
       TajoDataTypes.Type tajoType = dataType.getType();
       switch (avroType) {
         case NULL:
-          tuple.put(columnIndex, NullDatum.get());
+          tuple.put(i, NullDatum.get());
           break;
         case BOOLEAN:
-          tuple.put(columnIndex, DatumFactory.createBool((Boolean)value));
+          tuple.put(i, DatumFactory.createBool((Boolean)value));
           break;
         case INT:
-          tuple.put(columnIndex, convertInt(value, tajoType));
+          tuple.put(i, convertInt(value, tajoType));
           break;
         case LONG:
-          tuple.put(columnIndex, DatumFactory.createInt8((Long)value));
+          tuple.put(i, DatumFactory.createInt8((Long)value));
           break;
         case FLOAT:
-          tuple.put(columnIndex, DatumFactory.createFloat4((Float)value));
+          tuple.put(i, DatumFactory.createFloat4((Float)value));
           break;
         case DOUBLE:
-          tuple.put(columnIndex, DatumFactory.createFloat8((Double)value));
+          tuple.put(i, DatumFactory.createFloat8((Double)value));
           break;
         case BYTES:
-          tuple.put(columnIndex, convertBytes(value, tajoType, dataType));
+          tuple.put(i, convertBytes(value, tajoType, dataType));
           break;
         case STRING:
-          tuple.put(columnIndex, convertString(value, tajoType));
+          tuple.put(i, convertString(value, tajoType));
           break;
         case RECORD:
           throw new RuntimeException("Avro RECORD not supported.");
@@ -228,7 +227,7 @@ public class AvroScanner extends FileScanner {
         case UNION:
           throw new RuntimeException("Avro UNION not supported.");
         case FIXED:
-          tuple.put(columnIndex, new BlobDatum(((GenericFixed)value).bytes()));
+          tuple.put(i, new BlobDatum(((GenericFixed)value).bytes()));
           break;
         default:
           throw new RuntimeException("Unknown type.");