diff --git a/.zuul.yaml b/.zuul.yaml
index 67a39c4..58d8a82 100644
--- a/.zuul.yaml
+++ b/.zuul.yaml
@@ -2,6 +2,12 @@
     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/congress_dashboard/datasources/forms.py b/congress_dashboard/datasources/forms.py
index 32454b9..a0626bb 100644
--- a/congress_dashboard/datasources/forms.py
+++ b/congress_dashboard/datasources/forms.py
@@ -14,7 +14,7 @@
 
 import logging
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from horizon import exceptions
 from horizon import forms
diff --git a/congress_dashboard/datasources/tables.py b/congress_dashboard/datasources/tables.py
index 69d827e..84a3678 100644
--- a/congress_dashboard/datasources/tables.py
+++ b/congress_dashboard/datasources/tables.py
@@ -12,8 +12,8 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-from django.core.urlresolvers import reverse
 from django.template.defaultfilters import unordered_list
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 from horizon import tables
diff --git a/congress_dashboard/datasources/views.py b/congress_dashboard/datasources/views.py
index 3c61c3b..48192f5 100644
--- a/congress_dashboard/datasources/views.py
+++ b/congress_dashboard/datasources/views.py
@@ -15,9 +15,9 @@
 import copy
 import logging
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
 from django.template.defaultfilters import slugify
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 from horizon import exceptions
 from horizon import forms
diff --git a/congress_dashboard/library/tables.py b/congress_dashboard/library/tables.py
index b205a45..e8488a3 100644
--- a/congress_dashboard/library/tables.py
+++ b/congress_dashboard/library/tables.py
@@ -12,8 +12,8 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-from django.core.urlresolvers import reverse
 from django.template.defaultfilters import linebreaksbr
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 from horizon import tables
diff --git a/congress_dashboard/monitoring/tables.py b/congress_dashboard/monitoring/tables.py
index f24db6e..7bd41f7 100644
--- a/congress_dashboard/monitoring/tables.py
+++ b/congress_dashboard/monitoring/tables.py
@@ -14,7 +14,7 @@
 
 import logging
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from horizon import tables
 
diff --git a/congress_dashboard/policies/forms.py b/congress_dashboard/policies/forms.py
index a3e8a73..e96ad72 100644
--- a/congress_dashboard/policies/forms.py
+++ b/congress_dashboard/policies/forms.py
@@ -14,7 +14,7 @@
 
 import logging
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from horizon import exceptions
 from horizon import forms
diff --git a/congress_dashboard/policies/rules/forms.py b/congress_dashboard/policies/rules/forms.py
index 1136ada..efdbdd2 100644
--- a/congress_dashboard/policies/rules/forms.py
+++ b/congress_dashboard/policies/rules/forms.py
@@ -14,7 +14,7 @@
 
 import logging
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from horizon import exceptions
 from horizon import forms
diff --git a/congress_dashboard/policies/rules/tables.py b/congress_dashboard/policies/rules/tables.py
index 1e77eb3..51dea5f 100644
--- a/congress_dashboard/policies/rules/tables.py
+++ b/congress_dashboard/policies/rules/tables.py
@@ -14,8 +14,8 @@
 
 import logging
 
-from django.core.urlresolvers import reverse
 from django.template.defaultfilters import linebreaksbr
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 from horizon import exceptions
diff --git a/congress_dashboard/policies/rules/views.py b/congress_dashboard/policies/rules/views.py
index 04ee011..ec485a9 100644
--- a/congress_dashboard/policies/rules/views.py
+++ b/congress_dashboard/policies/rules/views.py
@@ -12,7 +12,7 @@
 # License for the specific language governing permissions and limitations
 # under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from horizon import forms
 from horizon import workflows
 
diff --git a/congress_dashboard/policies/rules/workflows.py b/congress_dashboard/policies/rules/workflows.py
index bcc4f4e..0bc6f39 100644
--- a/congress_dashboard/policies/rules/workflows.py
+++ b/congress_dashboard/policies/rules/workflows.py
@@ -15,8 +15,8 @@
 import logging
 import re
 
-from django.core.urlresolvers import reverse
 from django import template
+from django.urls import reverse
 from django.utils.text import slugify
 from django.utils.translation import ugettext_lazy as _
 from horizon import forms
diff --git a/congress_dashboard/policies/tables.py b/congress_dashboard/policies/tables.py
index 3df38ba..e8c371e 100644
--- a/congress_dashboard/policies/tables.py
+++ b/congress_dashboard/policies/tables.py
@@ -14,7 +14,7 @@
 
 import logging
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 from horizon import exceptions
diff --git a/congress_dashboard/policies/views.py b/congress_dashboard/policies/views.py
index ce385fd..dd3046a 100644
--- a/congress_dashboard/policies/views.py
+++ b/congress_dashboard/policies/views.py
@@ -15,9 +15,9 @@
 import json
 import logging
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
 from django.template.defaultfilters import dictsort
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 from horizon import exceptions
 from horizon import forms
diff --git a/tox.ini b/tox.ini
index 9575f04..7c3dcea 100644
--- a/tox.ini
+++ b/tox.ini
@@ -68,3 +68,9 @@ 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}