diff --git a/.zuul.yaml b/.zuul.yaml
index 9c2565a..bd916bd 100644
--- a/.zuul.yaml
+++ b/.zuul.yaml
@@ -4,6 +4,12 @@
     check:
       jobs:
         - openstack-tox-lower-constraints
+        - horizon-openstack-tox-py35dj20:
+            required-projects:
+              openstack/horizon
     gate:
       jobs:
         - openstack-tox-lower-constraints
+        - horizon-openstack-tox-py35dj20:
+            required-projects:
+              openstack/horizon
diff --git a/designatedashboard/dashboards/project/dns_domains/tables.py b/designatedashboard/dashboards/project/dns_domains/tables.py
index ed005d9..f29622f 100644
--- a/designatedashboard/dashboards/project/dns_domains/tables.py
+++ b/designatedashboard/dashboards/project/dns_domains/tables.py
@@ -11,7 +11,7 @@
 # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 # License for the specific language governing permissions and limitations
 # under the License.
-from django.core import urlresolvers
+from django import urls
 from django.utils.translation import ugettext_lazy as _  # noqa
 from django.utils.translation import ungettext_lazy
 
@@ -118,7 +118,7 @@ class CreateRecord(tables.LinkAction):
 
     def get_link_url(self, datum=None):
         url = "horizon:project:dns_domains:create_record"
-        return urlresolvers.reverse(url, kwargs=self.table.kwargs)
+        return urls.reverse(url, kwargs=self.table.kwargs)
 
 
 class EditRecord(tables.LinkAction):
@@ -136,7 +136,7 @@ class EditRecord(tables.LinkAction):
             'record_id': datum.id,
         }
 
-        return urlresolvers.reverse(url, kwargs=kwargs)
+        return urls.reverse(url, kwargs=kwargs)
 
     def allowed(self, request, record=None):
         return record.type in EDITABLE_RECORD_TYPES
@@ -227,7 +227,7 @@ class DomainsTable(tables.DataTable):
 def record__details_link(record):
     '''Returns a link to the view for updating DNS records.'''
 
-    return urlresolvers.reverse(
+    return urls.reverse(
         "horizon:project:dns_domains:view_record",
         args=(record.domain_id, record.id))
 
diff --git a/designatedashboard/dashboards/project/dns_domains/views.py b/designatedashboard/dashboards/project/dns_domains/views.py
index fbc275d..1d96459 100644
--- a/designatedashboard/dashboards/project/dns_domains/views.py
+++ b/designatedashboard/dashboards/project/dns_domains/views.py
@@ -11,7 +11,8 @@
 # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
 # License for the specific language governing permissions and limitations
 # under the License.
-from django.core.urlresolvers import reverse, reverse_lazy  # noqa
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _  # noqa
 
 from horizon import exceptions
diff --git a/designatedashboard/tests/test_designatedashboard.py b/designatedashboard/tests/test_designatedashboard.py
index 7c78ffc..b887b1e 100644
--- a/designatedashboard/tests/test_designatedashboard.py
+++ b/designatedashboard/tests/test_designatedashboard.py
@@ -17,8 +17,6 @@
 #    under the License.
 from __future__ import unicode_literals
 
-from django.core.urlresolvers import reverse  # noqa
-
 from designatedashboard.tests import base
 
 DOMAIN_ID = '123'
diff --git a/tox.ini b/tox.ini
index 86b4767..28dd851 100644
--- a/tox.ini
+++ b/tox.ini
@@ -52,3 +52,9 @@ deps =
   -c{toxinidir}/lower-constraints.txt
   -r{toxinidir}/test-requirements.txt
   -r{toxinidir}/requirements.txt
+
+[testenv:py35dj20]
+basepython = python3.5
+commands =
+  pip install django>=2.0,<2.1
+  {[testenv]commands}