diff --git a/airflow/contrib/hooks/databricks_hook.py b/airflow/contrib/hooks/databricks_hook.py
index 802b8efb87842..4e05ddb0b1af4 100644
--- a/airflow/contrib/hooks/databricks_hook.py
+++ b/airflow/contrib/hooks/databricks_hook.py
@@ -33,6 +33,9 @@
 except ImportError:
     import urlparse
 
+RESTART_CLUSTER_ENDPOINT = ("POST", "api/2.0/clusters/restart")
+START_CLUSTER_ENDPOINT = ("POST", "api/2.0/clusters/start")
+TERMINATE_CLUSTER_ENDPOINT = ("POST", "api/2.0/clusters/delete")
 
 SUBMIT_RUN_ENDPOINT = ('POST', 'api/2.0/jobs/runs/submit')
 GET_RUN_ENDPOINT = ('GET', 'api/2.0/jobs/runs/get')
@@ -188,6 +191,15 @@ def cancel_run(self, run_id):
         json = {'run_id': run_id}
         self._do_api_call(CANCEL_RUN_ENDPOINT, json)
 
+    def restart_cluster(self, json):
+        self._do_api_call(RESTART_CLUSTER_ENDPOINT, json)
+
+    def start_cluster(self, json):
+        self._do_api_call(START_CLUSTER_ENDPOINT, json)
+
+    def terminate_cluster(self, json):
+        self._do_api_call(TERMINATE_CLUSTER_ENDPOINT, json)
+
 
 def _retryable_error(exception):
     return isinstance(exception, requests_exceptions.ConnectionError) \
diff --git a/setup.cfg b/setup.cfg
index 622cc1303a173..881fe0107d9b2 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -14,6 +14,7 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
+
 [metadata]
 name = Airflow
 summary = Airflow is a system to programmatically author, schedule and monitor data pipelines.
@@ -34,4 +35,3 @@ all_files = 1
 upload-dir = docs/_build/html
 
 [easy_install]
-
diff --git a/tests/contrib/hooks/test_databricks_hook.py b/tests/contrib/hooks/test_databricks_hook.py
index a022431899b4d..5c1d7876d2f32 100644
--- a/tests/contrib/hooks/test_databricks_hook.py
+++ b/tests/contrib/hooks/test_databricks_hook.py
@@ -52,6 +52,7 @@
     'node_type_id': 'r3.xlarge',
     'num_workers': 1
 }
+CLUSTER_ID = 'cluster_id'
 RUN_ID = 1
 HOST = 'xx.cloud.databricks.com'
 HOST_WITH_SCHEME = 'https://xx.cloud.databricks.com'
@@ -93,6 +94,27 @@ def cancel_run_endpoint(host):
     return 'https://{}/api/2.0/jobs/runs/cancel'.format(host)
 
 
+def start_cluster_endpoint(host):
+    """
+    Utility function to generate the get run endpoint given the host.
+    """
+    return 'https://{}/api/2.0/clusters/start'.format(host)
+
+
+def restart_cluster_endpoint(host):
+    """
+    Utility function to generate the get run endpoint given the host.
+    """
+    return 'https://{}/api/2.0/clusters/restart'.format(host)
+
+
+def terminate_cluster_endpoint(host):
+    """
+    Utility function to generate the get run endpoint given the host.
+    """
+    return 'https://{}/api/2.0/clusters/delete'.format(host)
+
+
 def create_valid_response_mock(content):
     response = mock.MagicMock()
     response.json.return_value = content
@@ -293,6 +315,54 @@ def test_cancel_run(self, mock_requests):
             headers=USER_AGENT_HEADER,
             timeout=self.hook.timeout_seconds)
 
+    @mock.patch('airflow.contrib.hooks.databricks_hook.requests')
+    def test_start_cluster(self, mock_requests):
+        mock_requests.codes.ok = 200
+        mock_requests.post.return_value.json.return_value = {}
+        status_code_mock = mock.PropertyMock(return_value=200)
+        type(mock_requests.post.return_value).status_code = status_code_mock
+
+        self.hook.start_cluster({"cluster_id": CLUSTER_ID})
+
+        mock_requests.post.assert_called_once_with(
+            start_cluster_endpoint(HOST),
+            json={'cluster_id': CLUSTER_ID},
+            auth=(LOGIN, PASSWORD),
+            headers=USER_AGENT_HEADER,
+            timeout=self.hook.timeout_seconds)
+
+    @mock.patch('airflow.contrib.hooks.databricks_hook.requests')
+    def test_restart_cluster(self, mock_requests):
+        mock_requests.codes.ok = 200
+        mock_requests.post.return_value.json.return_value = {}
+        status_code_mock = mock.PropertyMock(return_value=200)
+        type(mock_requests.post.return_value).status_code = status_code_mock
+
+        self.hook.restart_cluster({"cluster_id": CLUSTER_ID})
+
+        mock_requests.post.assert_called_once_with(
+            restart_cluster_endpoint(HOST),
+            json={'cluster_id': CLUSTER_ID},
+            auth=(LOGIN, PASSWORD),
+            headers=USER_AGENT_HEADER,
+            timeout=self.hook.timeout_seconds)
+
+    @mock.patch('airflow.contrib.hooks.databricks_hook.requests')
+    def test_terminate_cluster(self, mock_requests):
+        mock_requests.codes.ok = 200
+        mock_requests.post.return_value.json.return_value = {}
+        status_code_mock = mock.PropertyMock(return_value=200)
+        type(mock_requests.post.return_value).status_code = status_code_mock
+
+        self.hook.terminate_cluster({"cluster_id": CLUSTER_ID})
+
+        mock_requests.post.assert_called_once_with(
+            terminate_cluster_endpoint(HOST),
+            json={'cluster_id': CLUSTER_ID},
+            auth=(LOGIN, PASSWORD),
+            headers=USER_AGENT_HEADER,
+            timeout=self.hook.timeout_seconds)
+
 
 class DatabricksHookTokenTest(unittest.TestCase):
     """