diff --git a/core/src/test/scala/org/apache/spark/util/MutableURLClassLoaderSuite.scala b/core/src/test/scala/org/apache/spark/util/MutableURLClassLoaderSuite.scala
index 8b53d4f14a6a49fa4f680f32c2ba80faeb40fc7c..f6ac89fc2742a37c83752fbde0d2d80c987ef9fe 100644
--- a/core/src/test/scala/org/apache/spark/util/MutableURLClassLoaderSuite.scala
+++ b/core/src/test/scala/org/apache/spark/util/MutableURLClassLoaderSuite.scala
@@ -51,6 +51,8 @@ class MutableURLClassLoaderSuite extends SparkFunSuite with Matchers {
     assert(fakeClassVersion === "1")
     val fakeClass2 = classLoader.loadClass("FakeClass2").newInstance()
     assert(fakeClass.getClass === fakeClass2.getClass)
+    classLoader.close()
+    parentLoader.close()
   }
 
   test("parent first") {
@@ -61,6 +63,8 @@ class MutableURLClassLoaderSuite extends SparkFunSuite with Matchers {
     assert(fakeClassVersion === "2")
     val fakeClass2 = classLoader.loadClass("FakeClass1").newInstance()
     assert(fakeClass.getClass === fakeClass2.getClass)
+    classLoader.close()
+    parentLoader.close()
   }
 
   test("child first can fall back") {
@@ -69,6 +73,8 @@ class MutableURLClassLoaderSuite extends SparkFunSuite with Matchers {
     val fakeClass = classLoader.loadClass("FakeClass3").newInstance()
     val fakeClassVersion = fakeClass.toString
     assert(fakeClassVersion === "2")
+    classLoader.close()
+    parentLoader.close()
   }
 
   test("child first can fail") {
@@ -77,6 +83,8 @@ class MutableURLClassLoaderSuite extends SparkFunSuite with Matchers {
     intercept[java.lang.ClassNotFoundException] {
       classLoader.loadClass("FakeClassDoesNotExist").newInstance()
     }
+    classLoader.close()
+    parentLoader.close()
   }
 
   test("default JDK classloader get resources") {
@@ -84,6 +92,8 @@ class MutableURLClassLoaderSuite extends SparkFunSuite with Matchers {
     val classLoader = new URLClassLoader(fileUrlsChild, parentLoader)
     assert(classLoader.getResources("resource1").asScala.size === 2)
     assert(classLoader.getResources("resource2").asScala.size === 1)
+    classLoader.close()
+    parentLoader.close()
   }
 
   test("parent first get resources") {
@@ -91,6 +101,8 @@ class MutableURLClassLoaderSuite extends SparkFunSuite with Matchers {
     val classLoader = new MutableURLClassLoader(fileUrlsChild, parentLoader)
     assert(classLoader.getResources("resource1").asScala.size === 2)
     assert(classLoader.getResources("resource2").asScala.size === 1)
+    classLoader.close()
+    parentLoader.close()
   }
 
   test("child first get resources") {
@@ -103,6 +115,8 @@ class MutableURLClassLoaderSuite extends SparkFunSuite with Matchers {
 
     res1.map(scala.io.Source.fromURL(_).mkString) should contain inOrderOnly
       ("resource1Contents-child", "resource1Contents-parent")
+    classLoader.close()
+    parentLoader.close()
   }
 
 
diff --git a/examples/src/main/scala/org/apache/spark/examples/LocalFileLR.scala b/examples/src/main/scala/org/apache/spark/examples/LocalFileLR.scala
index 3d02ce05619adc17027d353bb68cb54a4ad3928d..a897cad02ffd7b7077f90ceb386115bb9da58e76 100644
--- a/examples/src/main/scala/org/apache/spark/examples/LocalFileLR.scala
+++ b/examples/src/main/scala/org/apache/spark/examples/LocalFileLR.scala
@@ -51,7 +51,8 @@ object LocalFileLR {
 
     showWarning()
 
-    val lines = scala.io.Source.fromFile(args(0)).getLines().toArray
+    val fileSrc = scala.io.Source.fromFile(args(0))
+    val lines = fileSrc.getLines().toArray
     val points = lines.map(parsePoint _)
     val ITERATIONS = args(1).toInt
 
@@ -69,6 +70,7 @@ object LocalFileLR {
       w -= gradient
     }
 
+    fileSrc.close()
     println("Final w: " + w)
   }
 }
diff --git a/external/kafka-0-10/src/test/scala/org/apache/spark/streaming/kafka010/DirectKafkaStreamSuite.scala b/external/kafka-0-10/src/test/scala/org/apache/spark/streaming/kafka010/DirectKafkaStreamSuite.scala
index 02aec43c3b34f7b527593ff48dc9a70697ae5f0a..c81836da3cbbf8c57fea82602e7b0802c435621b 100644
--- a/external/kafka-0-10/src/test/scala/org/apache/spark/streaming/kafka010/DirectKafkaStreamSuite.scala
+++ b/external/kafka-0-10/src/test/scala/org/apache/spark/streaming/kafka010/DirectKafkaStreamSuite.scala
@@ -272,6 +272,7 @@ class DirectKafkaStreamSuite
       collectedData.contains("b")
     }
     assert(!collectedData.contains("a"))
+    ssc.stop()
   }
 
 
@@ -324,6 +325,7 @@ class DirectKafkaStreamSuite
       collectedData.contains("b")
     }
     assert(!collectedData.contains("a"))
+    ssc.stop()
   }
 
   // Test to verify the offset ranges can be recovered from the checkpoints
diff --git a/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/DirectKafkaStreamSuite.scala b/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/DirectKafkaStreamSuite.scala
index ab1c5055a253f0bd6c313e8a1ef84f201a70f98c..8a747a5e29b58ae481b987f87e58df11adef77b1 100644
--- a/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/DirectKafkaStreamSuite.scala
+++ b/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/DirectKafkaStreamSuite.scala
@@ -184,6 +184,7 @@ class DirectKafkaStreamSuite
       collectedData.contains("b")
     }
     assert(!collectedData.contains("a"))
+    ssc.stop()
   }
 
 
@@ -230,6 +231,7 @@ class DirectKafkaStreamSuite
       collectedData.contains("b")
     }
     assert(!collectedData.contains("a"))
+    ssc.stop()
   }
 
   // Test to verify the offset ranges can be recovered from the checkpoints
diff --git a/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/KafkaStreamSuite.scala b/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/KafkaStreamSuite.scala
index 6a35ac14a8f6f377fcc267374b6dff0e981d5fd5..426cd83b4ddf83972157dbed980b58302048845d 100644
--- a/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/KafkaStreamSuite.scala
+++ b/external/kafka-0-8/src/test/scala/org/apache/spark/streaming/kafka/KafkaStreamSuite.scala
@@ -80,5 +80,6 @@ class KafkaStreamSuite extends SparkFunSuite with Eventually with BeforeAndAfter
     eventually(timeout(10000 milliseconds), interval(100 milliseconds)) {
       assert(result.synchronized { sent === result })
     }
+    ssc.stop()
   }
 }
diff --git a/sql/hive-thriftserver/src/test/scala/org/apache/spark/sql/hive/thriftserver/HiveThriftServer2Suites.scala b/sql/hive-thriftserver/src/test/scala/org/apache/spark/sql/hive/thriftserver/HiveThriftServer2Suites.scala
index 8f2c4fafa0b43eeba85667079ab391cb991d9943..5d20ec958cd67355bfbbc1c43de78582c11b6990 100644
--- a/sql/hive-thriftserver/src/test/scala/org/apache/spark/sql/hive/thriftserver/HiveThriftServer2Suites.scala
+++ b/sql/hive-thriftserver/src/test/scala/org/apache/spark/sql/hive/thriftserver/HiveThriftServer2Suites.scala
@@ -609,7 +609,12 @@ class HiveThriftBinaryServerSuite extends HiveThriftJdbcTest {
   test("SPARK-11043 check operation log root directory") {
     val expectedLine =
       "Operation log root directory is created: " + operationLogPath.getAbsoluteFile
-    assert(Source.fromFile(logPath).getLines().exists(_.contains(expectedLine)))
+    val bufferSrc = Source.fromFile(logPath)
+    Utils.tryWithSafeFinally {
+      assert(bufferSrc.getLines().exists(_.contains(expectedLine)))
+    } {
+      bufferSrc.close()
+    }
   }
 }
 
diff --git a/streaming/src/test/scala/org/apache/spark/streaming/CheckpointSuite.scala b/streaming/src/test/scala/org/apache/spark/streaming/CheckpointSuite.scala
index 41f16bfa5fc7f793b088a9ab0eae5064348c3b12..a1e9d1e023808216e7122e0a6fdd773d47540423 100644
--- a/streaming/src/test/scala/org/apache/spark/streaming/CheckpointSuite.scala
+++ b/streaming/src/test/scala/org/apache/spark/streaming/CheckpointSuite.scala
@@ -815,6 +815,7 @@ class CheckpointSuite extends TestSuiteBase with DStreamCheckpointTester
     val ois = new ObjectInputStreamWithLoader(
       new ByteArrayInputStream(bos.toByteArray), loader)
     assert(ois.readObject().asInstanceOf[Class[_]].getName == "[LtestClz;")
+    ois.close()
   }
 
   test("SPARK-11267: the race condition of two checkpoints in a batch") {
diff --git a/streaming/src/test/scala/org/apache/spark/streaming/scheduler/JobGeneratorSuite.scala b/streaming/src/test/scala/org/apache/spark/streaming/scheduler/JobGeneratorSuite.scala
index a2dbae149f311794e01e008bd86ad883e07cc767..5f7f7fa5e67f8a5e3bebaf6e35f5219972a96fd5 100644
--- a/streaming/src/test/scala/org/apache/spark/streaming/scheduler/JobGeneratorSuite.scala
+++ b/streaming/src/test/scala/org/apache/spark/streaming/scheduler/JobGeneratorSuite.scala
@@ -123,6 +123,7 @@ class JobGeneratorSuite extends TestSuiteBase {
       assert(getBlocksOfBatch(longBatchTime).nonEmpty, "blocks of incomplete batch already deleted")
       assert(batchCounter.getNumCompletedBatches < longBatchNumber)
       waitLatch.countDown()
+      ssc.stop()
     }
   }
 }