diff --git a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java
index aed15c6..e60b015 100644
--- a/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java
+++ b/asterixdb/asterix-app/src/main/java/org/apache/asterix/app/function/DumpIndexReader.java
@@ -24,7 +24,11 @@
 
 import org.apache.asterix.external.api.IRawRecord;
 import org.apache.asterix.external.input.record.CharArrayRecord;
+import org.apache.asterix.om.base.ARecord;
+import org.apache.asterix.om.base.IACollection;
+import org.apache.asterix.om.base.IACursor;
 import org.apache.asterix.om.base.IAObject;
+import org.apache.asterix.om.types.ARecordType;
 import org.apache.asterix.om.types.ATypeTag;
 import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
@@ -106,25 +110,64 @@
             if (tag == ATypeTag.MISSING) {
                 continue;
             }
-            if (isTemporal(tag)) {
-                JSONUtil.quoteAndEscape(recordBuilder, field.toString());
-            } else {
-                recordBuilder.append(field);
-            }
+            printField(recordBuilder, field);
             recordBuilder.append(",");
         }
         recordBuilder.deleteCharAt(recordBuilder.length() - 1);
         recordBuilder.append("]}");
     }
 
-    private static boolean isTemporal(ATypeTag typeTag) {
+    private void printField(StringBuilder sb, IAObject field) {
+        ATypeTag typeTag = field.getType().getTypeTag();
         switch (typeTag) {
+            case OBJECT:
+                printObject(sb, ((ARecord) field));
+                break;
+            case ARRAY:
+            case MULTISET:
+                printCollection(sb, ((IACollection) field));
+                break;
             case DATE:
             case TIME:
             case DATETIME:
-                return true;
+                JSONUtil.quoteAndEscape(recordBuilder, field.toString());
+                break;
+            case MISSING:
+                break;
             default:
-                return false;
+                sb.append(field);
         }
     }
+
+    private void printObject(StringBuilder sb, ARecord record) {
+        sb.append("{ ");
+        int num = record.numberOfFields();
+        ARecordType type = record.getType();
+        for (int i = 0; i < num; i++) {
+            if (i > 0) {
+                sb.append(", ");
+            }
+            IAObject value = record.getValueByPos(i);
+            JSONUtil.quoteAndEscape(sb, type.getFieldNames()[i]);
+            sb.append(": ");
+            printField(sb, value);
+        }
+        sb.append(" }");
+    }
+
+    private void printCollection(StringBuilder sb, IACollection collection) {
+        IACursor cursor = collection.getCursor();
+        sb.append("[ ");
+        boolean first = true;
+        while (cursor.next()) {
+            IAObject element = cursor.get();
+            if (first) {
+                first = false;
+            } else {
+                sb.append(", ");
+            }
+            printField(sb, element);
+        }
+        sb.append(" ]");
+    }
 }
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.1.ddl.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.1.ddl.sqlpp
index 2e97872..00de4a4 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.1.ddl.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.1.ddl.sqlpp
@@ -20,5 +20,9 @@
 CREATE  DATAVERSE test;
 USE test;
 CREATE TYPE t1 AS {id:int, name:string?};
+CREATE TYPE t2 AS {id:int};
+
 CREATE DATASET ds(t1) PRIMARY KEY id;
-CREATE INDEX name_idx ON ds(name);
\ No newline at end of file
+CREATE INDEX name_idx ON ds(name);
+
+CREATE DATASET ds2(t2) PRIMARY KEY id;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.10.query.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.10.query.sqlpp
new file mode 100644
index 0000000..0c228fc
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.10.query.sqlpp
@@ -0,0 +1,21 @@
+/*
+ * 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.
+ */
+SET `import-private-functions` `true`;
+USE test;
+SELECT VALUE DUMP_INDEX("test", "ds2", "sample_idx_1_ds2");
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.2.update.sqlpp b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.2.update.sqlpp
index 21ce2b6..10378f2 100644
--- a/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.2.update.sqlpp
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/queries_sqlpp/misc/dump_index/dump_index.2.update.sqlpp
@@ -17,4 +17,6 @@
  * under the License.
  */
 USE test;
-INSERT INTO ds ([{"id":1, "name": "name1"}, {"id":2, "name": "name2"}]);
\ No newline at end of file
+INSERT INTO ds ([{"id":1, "name": "name1"}, {"id":2, "name": "name2"}]);
+UPSERT INTO ds2 ([{"id": 1,"age":30, "a1": {"b": [{"x": [1,2]}, {"x": [1,2]}]}, "a2": [{"x": [1,2]}, {"x": [1,2]}] }]);
+ANALYZE DATASET ds2;
\ No newline at end of file
diff --git a/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/dump_index/dump_index.10.adm b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/dump_index/dump_index.10.adm
new file mode 100644
index 0000000..a52ceae
--- /dev/null
+++ b/asterixdb/asterix-app/src/test/resources/runtimets/results/misc/dump_index/dump_index.10.adm
@@ -0,0 +1 @@
+[ { "values": [ 1, { "id": 1, "age": 30, "a1": { "b": [ { "x": [ 1, 2 ] }, { "x": [ 1, 2 ] } ] }, "a2": [ { "x": [ 1, 2 ] }, { "x": [ 1, 2 ] } ] } ] } ]
\ No newline at end of file