diff --git a/apachelog.py b/apachelog.py
index bd88ac0..9b2f33e 100755
--- a/apachelog.py
+++ b/apachelog.py
@@ -8,7 +8,10 @@
 from os import access, R_OK
 from threading import Thread
 from datetime import datetime
-from Queue import Queue, Empty
+try:
+    from queue import Queue, Empty
+except ImportError:
+    from Queue import Queue, Empty
 from apache_log_parser import make_parser, LineDoesntMatchException
 
 # Dictionary of functions to be mapped to each key's value