diff --git a/docker/dind/Dockerfile.j2 b/docker/dind/Dockerfile.j2
index bd85b7a634..86783be1a9 100644
--- a/docker/dind/Dockerfile.j2
+++ b/docker/dind/Dockerfile.j2
@@ -21,7 +21,7 @@ RUN /bin/true
 {{ macros.install_packages(dind_packages | customizable("packages")) }}
 
 {% set dind_pip_packages = [
-    'docker-py'
+    'docker'
 ] %}
 
 RUN {{ macros.install_pip(dind_pip_packages | customizable("pip_packages"), constraints = false) }}
diff --git a/kolla/image/build.py b/kolla/image/build.py
index 262513a2e4..bbcb538295 100755
--- a/kolla/image/build.py
+++ b/kolla/image/build.py
@@ -132,7 +132,7 @@ class DockerTask(task.Task):
         if self._dc is not None:
             return self._dc
         docker_kwargs = self.docker_kwargs.copy()
-        self._dc = docker.Client(version='auto', **docker_kwargs)
+        self._dc = docker.APIClient(version='auto', **docker_kwargs)
         return self._dc
 
 
diff --git a/kolla/tests/test_build.py b/kolla/tests/test_build.py
index 0c50db98ba..c1d17cfdb6 100644
--- a/kolla/tests/test_build.py
+++ b/kolla/tests/test_build.py
@@ -58,7 +58,7 @@ class TasksTest(base.TestCase):
         self.imageChild.path = self.useFixture(fixtures.TempDir()).path
 
     @mock.patch.dict(os.environ, clear=True)
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     def test_push_image(self, mock_client):
         self.dc = mock_client
         pusher = build.PushTask(self.conf, self.image)
@@ -67,7 +67,7 @@ class TasksTest(base.TestCase):
             self.image.canonical_name, stream=True, insecure_registry=True)
 
     @mock.patch.dict(os.environ, clear=True)
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     def test_build_image(self, mock_client):
         self.dc = mock_client
         push_queue = mock.Mock()
@@ -82,7 +82,7 @@ class TasksTest(base.TestCase):
         self.assertTrue(builder.success)
 
     @mock.patch.dict(os.environ, clear=True)
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     def test_build_image_with_build_arg(self, mock_client):
         self.dc = mock_client
         build_args = {
@@ -103,7 +103,7 @@ class TasksTest(base.TestCase):
 
     @mock.patch.dict(os.environ, {'http_proxy': 'http://FROM_ENV:8080'},
                      clear=True)
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     def test_build_arg_from_env(self, mock_client):
         push_queue = mock.Mock()
         self.dc = mock_client
@@ -122,7 +122,7 @@ class TasksTest(base.TestCase):
 
     @mock.patch.dict(os.environ, {'http_proxy': 'http://FROM_ENV:8080'},
                      clear=True)
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     def test_build_arg_precedence(self, mock_client):
         self.dc = mock_client
         build_args = {
@@ -141,7 +141,7 @@ class TasksTest(base.TestCase):
 
         self.assertTrue(builder.success)
 
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     @mock.patch('requests.get')
     def test_requests_get_timeout(self, mock_get, mock_client):
         self.dc = mock_client
@@ -162,7 +162,7 @@ class TasksTest(base.TestCase):
 
         self.assertFalse(builder.success)
 
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     @mock.patch('requests.get')
     @mock.patch('shutil.rmtree')
     @mock.patch('shutil.copyfile')
@@ -192,7 +192,7 @@ class TasksTest(base.TestCase):
             else:
                 self.assertIsNotNone(get_result)
 
-    @mock.patch('docker.Client')
+    @mock.patch('docker.APIClient')
     def test_followups_docker_image(self, mock_client):
         self.imageChild.source = {
             'source': 'http://fake/source',
diff --git a/requirements.txt b/requirements.txt
index 951c943c90..3ee8355b18 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,7 @@
 # of appearance. Changing the order has an impact on the overall integration
 # process, which may cause wedges in the gate later.
 pbr!=2.1.0,>=2.0.0 # Apache-2.0
-docker-py>=1.8.1 # Apache-2.0
+docker>=2.0.0 # Apache-2.0
 Jinja2!=2.9.0,!=2.9.1,!=2.9.2,!=2.9.3,!=2.9.4,>=2.8 # BSD License (3 clause)
 gitdb>=0.6.4 # BSD License (3 clause)
 GitPython>=1.0.1 # BSD License (3 clause)
diff --git a/tools/setup_gate.sh b/tools/setup_gate.sh
index ce3f786e2e..5635be99ad 100755
--- a/tools/setup_gate.sh
+++ b/tools/setup_gate.sh
@@ -151,7 +151,7 @@ function setup_ansible {
     mkdir /tmp/kolla
 
     # TODO(SamYaple): Move to virtualenv
-    sudo -H pip install -U "ansible>=2" "docker-py>=1.6.0" "python-openstackclient" "python-neutronclient"
+    sudo -H pip install -U "ansible>=2" "docker>=2.0.0" "python-openstackclient" "python-neutronclient"
     detect_distro
 
     setup_inventory