diff --git a/rsdns/client/records.py b/rsdns/client/records.py
index 2a31740466..b5f4178e90 100644
--- a/rsdns/client/records.py
+++ b/rsdns/client/records.py
@@ -17,7 +17,7 @@
 Records interface.
 """
 
-import urlparse
+import six.moves.urllib.parse as urlparse
 
 from novaclient import base
 from rsdns.client.future import FutureResource
diff --git a/trove/common/pagination.py b/trove/common/pagination.py
index 1aac438ca3..3e18305594 100644
--- a/trove/common/pagination.py
+++ b/trove/common/pagination.py
@@ -16,7 +16,7 @@
 #    under the License.
 
 import urllib
-import urlparse
+import six.moves.urllib.parse as urlparse
 
 
 def url_quote(s):
diff --git a/trove/common/utils.py b/trove/common/utils.py
index 3db2a3ba40..90d49cd760 100644
--- a/trove/common/utils.py
+++ b/trove/common/utils.py
@@ -21,7 +21,7 @@ import inspect
 import jinja2
 import sys
 import time
-import urlparse
+import six.moves.urllib.parse as urlparse
 import uuid
 import os
 import shutil
diff --git a/trove/openstack/common/network_utils.py b/trove/openstack/common/network_utils.py
index dbed1ceb44..a257513b0c 100644
--- a/trove/openstack/common/network_utils.py
+++ b/trove/openstack/common/network_utils.py
@@ -19,7 +19,7 @@
 Network-related utilities and helper functions.
 """
 
-import urlparse
+import six.moves.urllib.parse as urlparse
 
 
 def parse_host_port(address, default_port=None):