diff --git a/pydruid/client.py b/pydruid/client.py
index 5757aaac..9c058321 100755
--- a/pydruid/client.py
+++ b/pydruid/client.py
@@ -15,7 +15,8 @@
 #
 import json
 import re
-import urllib
+import urllib.error
+import urllib.request
 from base64 import b64encode
 
 from pydruid.query import QueryBuilder
diff --git a/tests/test_client.py b/tests/test_client.py
index 440a9204..5894cad2 100644
--- a/tests/test_client.py
+++ b/tests/test_client.py
@@ -1,6 +1,6 @@
 # -*- coding: UTF-8 -*-
 import textwrap
-import urllib
+import urllib.error
 from io import StringIO
 from unittest.mock import Mock, patch