diff --git a/src/main/scala/com/github/sadikovi/spark/rdd/NetFlowFileRDD.scala b/src/main/scala/com/github/sadikovi/spark/rdd/NetFlowFileRDD.scala
index a229c34..6dcc866 100644
--- a/src/main/scala/com/github/sadikovi/spark/rdd/NetFlowFileRDD.scala
+++ b/src/main/scala/com/github/sadikovi/spark/rdd/NetFlowFileRDD.scala
@@ -34,6 +34,7 @@ import com.github.sadikovi.netflowlib.predicate.Operators.FilterPredicate
 import com.github.sadikovi.spark.netflow.NetFlowFilters
 import com.github.sadikovi.spark.netflow.index.AttributeMap
 import com.github.sadikovi.spark.netflow.sources._
+import com.github.sadikovi.spark.util.CloseableIterator
 
 /** NetFlowFilePartition to hold sequence of file paths */
 private[spark] class NetFlowFilePartition[T <: NetFlowFileStatus : ClassTag] (
@@ -104,7 +105,7 @@ private[spark] class NetFlowFileRDD[T <: SQLRow : ClassTag] (
       val fileLength = elem.length
 
       // Prepare file stream
-      val stm: FSDataInputStream = fs.open(path)
+      var stm: FSDataInputStream = fs.open(path)
       val reader = NetFlowReader.prepareReader(stm, elem.bufferSize)
       val header = reader.getHeader()
       // Actual version of the file
@@ -140,7 +141,33 @@ private[spark] class NetFlowFileRDD[T <: SQLRow : ClassTag] (
         reader.prepareRecordBuffer(internalColumns)
       }
 
-      val rawIterator = recordBuffer.iterator().asScala
+      val rawIterator = new CloseableIterator[Array[Object]] {
+        private var delegate = recordBuffer.iterator().asScala
+
+        override def getNext(): Array[Object] = {
+          // If delegate has traversed over all elements mark it as finished
+          // to allow to close stream
+          if (delegate.hasNext) {
+            delegate.next
+          } else {
+            finished = true
+            null
+          }
+        }
+
+        override def close(): Unit = {
+          // Close stream if possible of fail silently,
+          // at this point exception does not really matter
+          try {
+            if (stm != null) {
+              stm.close()
+              stm = null
+            }
+          } catch {
+            case err: Exception => // do nothing
+          }
+        }
+      }
 
       // Try collecting statistics before any other mode, because attributes collect raw data. If
       // file exists, it is assumed that statistics are already written
@@ -205,7 +232,7 @@ private[spark] class NetFlowFileRDD[T <: SQLRow : ClassTag] (
       buffer = buffer ++ withConversionsIterator
     }
 
-    new Iterator[SQLRow] {
+    new InterruptibleIterator(context, new Iterator[SQLRow] {
       def next(): SQLRow = {
         SQLRow.fromSeq(buffer.next())
       }
@@ -213,6 +240,6 @@ private[spark] class NetFlowFileRDD[T <: SQLRow : ClassTag] (
       def hasNext: Boolean = {
         buffer.hasNext
       }
-    }
+    })
   }
 }
diff --git a/src/main/scala/com/github/sadikovi/spark/util/CloseableIterator.scala b/src/main/scala/com/github/sadikovi/spark/util/CloseableIterator.scala
new file mode 100644
index 0000000..85972e6
--- /dev/null
+++ b/src/main/scala/com/github/sadikovi/spark/util/CloseableIterator.scala
@@ -0,0 +1,87 @@
+/*
+ * Copyright 2016 sadikovi
+ *
+ * Licensed 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 com.github.sadikovi.spark.util
+
+/**
+ * [[CloseableIterator]] provides ability to close associated resources once iteration is finished.
+ * Copied from apache/spark and slightly modified version of `NextIterator`.
+ */
+private[spark] abstract class CloseableIterator[U] extends Iterator[U] {
+  private var gotNext = false
+  private var nextValue: U = _
+  private var closed = false
+  protected var finished = false
+
+  /**
+   * Method for subclasses to implement to provide the next element.
+   *
+   * If no next element is available, the subclass should set `finished`
+   * to `true` and may return any value (it will be ignored).
+   *
+   * This convention is required because `null` may be a valid value,
+   * and using `Option` seems like it might create unnecessary Some/None
+   * instances, given some iterators might be called in a tight loop.
+   *
+   * @return U, or set 'finished' when done
+   */
+  protected def getNext(): U
+
+  /**
+   * Method for subclasses to implement when all elements have been successfully
+   * iterated, and the iteration is done.
+   *
+   * Ideally you should have another try/catch that ensures any resources are closed should
+   * iteration fail.
+   */
+  protected def close()
+
+  /**
+   * Calls the subclass-defined close method, but only once.
+   *
+   * Usually calling `close` multiple times should be fine, but historically
+   * there have been issues with some InputFormats throwing exceptions.
+   */
+  def closeIfNeeded() {
+    if (!closed) {
+      // Note: it's important that we set closed = true before calling close(), since setting it
+      // afterwards would permit us to call close() multiple times if close() threw an exception.
+      closed = true
+      close()
+    }
+  }
+
+  override def hasNext: Boolean = {
+    if (!finished) {
+      if (!gotNext) {
+        nextValue = getNext()
+        if (finished) {
+          closeIfNeeded()
+        }
+        gotNext = true
+      }
+    }
+    !finished
+  }
+
+  override def next(): U = {
+    if (!hasNext) {
+      throw new NoSuchElementException("End of stream")
+    }
+    gotNext = false
+    nextValue
+  }
+}