diff --git a/keystoneclient/generic/client.py b/keystoneclient/generic/client.py
index a1f80724..c0f2b5fe 100644
--- a/keystoneclient/generic/client.py
+++ b/keystoneclient/generic/client.py
@@ -16,7 +16,7 @@
 #    under the License.
 
 import logging
-import urlparse
+from six.moves.urllib import parse as urlparse
 
 from keystoneclient import exceptions
 from keystoneclient import httpclient
diff --git a/keystoneclient/httpclient.py b/keystoneclient/httpclient.py
index bd9aceb5..b5ae93d7 100644
--- a/keystoneclient/httpclient.py
+++ b/keystoneclient/httpclient.py
@@ -23,7 +23,7 @@ OpenStack Client interface. Handles the REST calls and responses.
 
 import copy
 import logging
-import urlparse
+from six.moves.urllib import parse as urlparse
 
 import requests
 import six
diff --git a/keystoneclient/tests/v2_0/fakes.py b/keystoneclient/tests/v2_0/fakes.py
index 09e7f20c..55442a49 100644
--- a/keystoneclient/tests/v2_0/fakes.py
+++ b/keystoneclient/tests/v2_0/fakes.py
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import urlparse
+from six.moves.urllib import parse as urlparse
 
 from keystoneclient.tests import fakes
 from keystoneclient.tests.v2_0 import utils
diff --git a/keystoneclient/tests/v3/utils.py b/keystoneclient/tests/v3/utils.py
index 00a2c2b0..182e947c 100644
--- a/keystoneclient/tests/v3/utils.py
+++ b/keystoneclient/tests/v3/utils.py
@@ -12,10 +12,10 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-import urlparse
 import uuid
 
 import httpretty
+from six.moves.urllib import parse as urlparse
 
 from keystoneclient.openstack.common import jsonutils
 from keystoneclient.tests import utils