diff --git a/sql/hive-thriftserver/src/main/scala/org/apache/spark/sql/hive/thriftserver/SparkSQLCLIDriver.scala b/sql/hive-thriftserver/src/main/scala/org/apache/spark/sql/hive/thriftserver/SparkSQLCLIDriver.scala
index 6272cdedb3..62c061bef6 100644
--- a/sql/hive-thriftserver/src/main/scala/org/apache/spark/sql/hive/thriftserver/SparkSQLCLIDriver.scala
+++ b/sql/hive-thriftserver/src/main/scala/org/apache/spark/sql/hive/thriftserver/SparkSQLCLIDriver.scala
@@ -33,7 +33,7 @@ import org.apache.hadoop.hive.common.{HiveInterruptCallback, HiveInterruptUtils,
 import org.apache.hadoop.hive.conf.HiveConf
 import org.apache.hadoop.hive.ql.Driver
 import org.apache.hadoop.hive.ql.exec.Utilities
-import org.apache.hadoop.hive.ql.processors.{SetProcessor, CommandProcessor, CommandProcessorFactory}
+import org.apache.hadoop.hive.ql.processors.{AddResourceProcessor, SetProcessor, CommandProcessor, CommandProcessorFactory}
 import org.apache.hadoop.hive.ql.session.SessionState
 import org.apache.hadoop.hive.shims.ShimLoader
 import org.apache.thrift.transport.TSocket
@@ -264,7 +264,8 @@ private[hive] class SparkSQLCLIDriver extends CliDriver with Logging {
       val proc: CommandProcessor = HiveShim.getCommandProcessor(Array(tokens(0)), hconf)
 
       if (proc != null) {
-        if (proc.isInstanceOf[Driver] || proc.isInstanceOf[SetProcessor]) {
+        if (proc.isInstanceOf[Driver] || proc.isInstanceOf[SetProcessor] ||
+          proc.isInstanceOf[AddResourceProcessor]) {
           val driver = new SparkSQLDriver
 
           driver.init()
diff --git a/sql/hive/src/main/scala/org/apache/spark/sql/hive/TableReader.scala b/sql/hive/src/main/scala/org/apache/spark/sql/hive/TableReader.scala
index d35291543c..e556c74ffb 100644
--- a/sql/hive/src/main/scala/org/apache/spark/sql/hive/TableReader.scala
+++ b/sql/hive/src/main/scala/org/apache/spark/sql/hive/TableReader.scala
@@ -35,6 +35,7 @@ import org.apache.spark.broadcast.Broadcast
 import org.apache.spark.rdd.{EmptyRDD, HadoopRDD, RDD, UnionRDD}
 import org.apache.spark.sql.catalyst.expressions._
 import org.apache.spark.sql.types.DateUtils
+import org.apache.spark.util.Utils
 
 /**
  * A trait for subclasses that handle table scans.
@@ -76,7 +77,9 @@ class HadoopTableReader(
   override def makeRDDForTable(hiveTable: HiveTable): RDD[Row] =
     makeRDDForTable(
       hiveTable,
-      relation.tableDesc.getDeserializerClass.asInstanceOf[Class[Deserializer]],
+      Class.forName(
+        relation.tableDesc.getSerdeClassName, true, sc.sessionState.getConf.getClassLoader)
+        .asInstanceOf[Class[Deserializer]],
       filterOpt = None)
 
   /**
diff --git a/sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/commands.scala b/sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/commands.scala
index 99dc58646d..902a12785e 100644
--- a/sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/commands.scala
+++ b/sql/hive/src/main/scala/org/apache/spark/sql/hive/execution/commands.scala
@@ -80,7 +80,7 @@ case class AddJar(path: String) extends RunnableCommand {
     val hiveContext = sqlContext.asInstanceOf[HiveContext]
     hiveContext.runSqlHive(s"ADD JAR $path")
     hiveContext.sparkContext.addJar(path)
-    Seq.empty[Row]
+    Seq(Row(0))
   }
 }
 
diff --git a/sql/hive/src/test/resources/hive-hcatalog-core-0.13.1.jar b/sql/hive/src/test/resources/hive-hcatalog-core-0.13.1.jar
new file mode 100644
index 0000000000..37af9aafad
Binary files /dev/null and b/sql/hive/src/test/resources/hive-hcatalog-core-0.13.1.jar differ
diff --git a/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala b/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala
index 1222fbabd8..300b1f7920 100644
--- a/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala
+++ b/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala
@@ -813,6 +813,21 @@ class HiveQuerySuite extends HiveComparisonTest with BeforeAndAfter {
     sql("DROP TABLE alter1")
   }
 
+  test("ADD JAR command 2") {
+    // this is a test case from mapjoin_addjar.q
+    val testJar = TestHive.getHiveFile("hive-hcatalog-core-0.13.1.jar").getCanonicalPath
+    val testData = TestHive.getHiveFile("data/files/sample.json").getCanonicalPath
+    if (HiveShim.version == "0.13.1") {
+      sql(s"ADD JAR $testJar")
+      sql(
+        """CREATE TABLE t1(a string, b string)
+        |ROW FORMAT SERDE 'org.apache.hive.hcatalog.data.JsonSerDe'""".stripMargin)
+      sql(s"""LOAD DATA LOCAL INPATH "$testData" INTO TABLE t1""")
+      sql("select * from src join t1 on src.key = t1.a")
+      sql("DROP TABLE t1")
+    }
+  }
+
   test("ADD FILE command") {
     val testFile = TestHive.getHiveFile("data/files/v1.txt").getCanonicalFile
     sql(s"ADD FILE $testFile")