diff --git a/dev/merge_spark_pr.py b/dev/merge_spark_pr.py
index e09c64bb3288c..609c31fecb002 100755
--- a/dev/merge_spark_pr.py
+++ b/dev/merge_spark_pr.py
@@ -30,7 +30,7 @@
 import subprocess
 import sys
 import urllib2
-import Queue
+from collections import deque
 
 try:
     import jira.client