diff --git a/openshift/ansiblegen/examples/v1beta1_stateful_set.yml b/openshift/ansiblegen/examples/v1beta1_stateful_set.yml
new file mode 100644
index 00000000..b9cd0221
--- /dev/null
+++ b/openshift/ansiblegen/examples/v1beta1_stateful_set.yml
@@ -0,0 +1,30 @@
+---
+
+- create:
+    name: statefulset-test
+    namespace: test
+    spec_template_metadata_labels:
+      name: statefulset-test
+    service_name: myservice
+    replicas: 3
+    termination_grace_period_seconds: 10
+    containers:
+      - name: helloworld
+        image: openshift/origin-ruby-sample
+
+- patch:
+    name: statefulset-test
+    namespace: test
+    replicas: 5
+
+- replace:
+    name: statefulset-test
+    namespace: test
+    spec_template_metadata_labels:
+      name: statefulset-test
+    service_name: myservice
+    replicas: 5
+    termination_grace_period_seconds: 10
+    containers:
+      - name: helloworld
+        image: openshift/origin-ruby-sample
diff --git a/test/functional/test_v1beta1_stateful_set.py b/test/functional/test_v1beta1_stateful_set.py
new file mode 100644
index 00000000..6dbeb122
--- /dev/null
+++ b/test/functional/test_v1beta1_stateful_set.py
@@ -0,0 +1,97 @@
+# -*- coding: utf-8 -*-
+from __future__ import absolute_import
+from __future__ import print_function
+
+import copy
+
+import pytest
+
+from openshift.helper.exceptions import OpenShiftException
+
+
+@pytest.fixture()
+def create_params(create_tasks, project, object_name):
+    parameters = create_tasks['create']
+    parameters['namespace'] = project
+    parameters['name'] = object_name
+    return parameters
+
+
+@pytest.fixture()
+def patch_params(patch_tasks, project, object_name):
+    parameters = patch_tasks['patch']
+    parameters['namespace'] = project
+    parameters['name'] = object_name
+    return parameters
+
+
+@pytest.fixture()
+def replace_params(replace_tasks, project, object_name):
+    parameters = replace_tasks['replace']
+    parameters['namespace'] = project
+    parameters['name'] = object_name
+    return parameters
+
+
+@pytest.fixture()
+def stateful_set(ansible_helper, create_params):
+    ansible_helper.api_version = 'apps/v1beta1'
+    request_body = ansible_helper.request_body_from_params(create_params)
+    namespace = create_params.get('namespace')
+    name = create_params.get('name')
+    k8s_obj = ansible_helper.create_object(namespace, body=request_body)
+
+    yield k8s_obj
+
+    try:
+        ansible_helper.delete_object(name, namespace)
+    except OpenShiftException as ex:
+        # Swallow exception if object is already removed
+        if ex.value.get('status') != 404:
+            raise
+
+
+def test_create_stateful_set(ansible_helper, create_params, stateful_set, obj_compare):
+    ansible_helper.api_version = 'apps/v1beta1'
+    obj_compare(ansible_helper, stateful_set, create_params)
+
+
+def test_get_stateful_set(ansible_helper, stateful_set):
+    ansible_helper.api_version = 'apps/v1beta1'
+    name = stateful_set.metadata.name
+    namespace = stateful_set.metadata.namespace
+    k8s_obj = ansible_helper.get_object(name, namespace)
+    assert k8s_obj is not None
+
+
+def test_patch_stateful_set(ansible_helper, stateful_set, patch_params, obj_compare):
+    ansible_helper.api_version = 'apps/v1beta1'
+    name = patch_params.get('name')
+    namespace = patch_params.get('namespace')
+    existing_obj = stateful_set
+    updated_obj = copy.deepcopy(existing_obj)
+    ansible_helper.object_from_params(patch_params, obj=updated_obj)
+    match, _ = ansible_helper.objects_match(existing_obj, updated_obj)
+    assert not match
+    new_obj = ansible_helper.patch_object(name, namespace, updated_obj)
+    assert new_obj is not None
+    obj_compare(ansible_helper, new_obj, patch_params)
+
+
+def test_replace_stateful_set(ansible_helper, stateful_set, replace_params, obj_compare):
+    ansible_helper.api_version = 'apps/v1beta1'
+    name = replace_params.get('name')
+    namespace = replace_params.get('namespace')
+    existing = stateful_set
+    request_body = ansible_helper.request_body_from_params(replace_params)
+    k8s_obj = ansible_helper.replace_object(name, namespace, body=request_body)
+    obj_compare(ansible_helper, k8s_obj, replace_params)
+
+
+def test_remove_stateful_set(ansible_helper, stateful_set):
+    ansible_helper.api_version = 'apps/v1beta1'
+    name = stateful_set.metadata.name
+    namespace = stateful_set.metadata.namespace
+    ansible_helper.delete_object(name, namespace)
+    k8s_obj = ansible_helper.get_object(name, namespace)
+    assert k8s_obj is None