diff --git a/repl/scala-2.10/src/main/scala/org/apache/spark/repl/SparkILoop.scala b/repl/scala-2.10/src/main/scala/org/apache/spark/repl/SparkILoop.scala
index 8dc0e0c965923..8bb97c6ed2565 100644
--- a/repl/scala-2.10/src/main/scala/org/apache/spark/repl/SparkILoop.scala
+++ b/repl/scala-2.10/src/main/scala/org/apache/spark/repl/SparkILoop.scala
@@ -206,7 +206,7 @@ class SparkILoop(
         // e.g. file:/C:/my/path.jar -> C:/my/path.jar
         SparkILoop.getAddedJars.map { jar => new URI(jar).getPath.stripPrefix("/") }
       } else {
-        SparkILoop.getAddedJars
+        SparkILoop.getAddedJars.map { jar => new URI(jar).getPath}
       }
     // work around for Scala bug
     val totalClassPath = addedJars.foldLeft(
@@ -1109,7 +1109,7 @@ object SparkILoop extends Logging {
         if (settings.classpath.isDefault)
           settings.classpath.value = sys.props("java.class.path")
 
-        getAddedJars.foreach(settings.classpath.append(_))
+        getAddedJars.map(jar => new URI(jar).getPath).foreach(settings.classpath.append(_))
 
         repl process settings
       }