Add additional VertexAI Feature Store operators

providers/google/docs/operators/cloud/vertex_ai.rst

@@ -664,6 +664,36 @@ The operator returns the cached content response in :ref:`XCom <concepts:xcom>`
 Interacting with Vertex AI Feature Store
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
+To create feature online store you can use
+:class:`~airflow.providers.google.cloud.operators.vertex_ai.feature_store.CreateFeatureOnlineStoreOperator`.
+The operator creation results in :ref:`XCom <concepts:xcom>` under ``return_value`` key.
+
+.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_feature_store.py
+    :language: python
+    :dedent: 4
+    :start-after: [START how_to_cloud_vertex_ai_create_feature_online_store_operator]
+    :end-before: [END how_to_cloud_vertex_ai_create_feature_online_store_operator]
+
+To create feature store view you can use
+:class:`~airflow.providers.google.cloud.operators.vertex_ai.feature_store.CreateFeatureViewOperator`.
+The operator creation results in :ref:`XCom <concepts:xcom>` under ``return_value`` key.
+
+.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_feature_store.py
+    :language: python
+    :dedent: 4
+    :start-after: [START how_to_cloud_vertex_ai_create_feature_view_store_operator]
+    :end-before: [END how_to_cloud_vertex_ai_create_feature_view_store_operator]
+
+To feature online store you can use
+:class:`~airflow.providers.google.cloud.operators.vertex_ai.feature_store.GetFeatureOnlineStoreOperator`.
+The operator creation results in :ref:`XCom <concepts:xcom>` under ``return_value`` key.
+
+.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_feature_store.py
+    :language: python
+    :dedent: 4
+    :start-after: [START how_to_cloud_vertex_ai_get_feature_online_store_operator]
+    :end-before: [END how_to_cloud_vertex_ai_get_feature_online_store_operator]
+
 To get a feature view sync job you can use
 :class:`~airflow.providers.google.cloud.operators.vertex_ai.feature_store.GetFeatureViewSyncOperator`.
 The operator returns sync job results in :ref:`XCom <concepts:xcom>` under ``return_value`` key.
@@ -693,6 +723,33 @@ To check if Feature View Sync succeeded you can use
     :start-after: [START how_to_cloud_vertex_ai_feature_store_feature_view_sync_sensor]
     :end-before: [END how_to_cloud_vertex_ai_feature_store_feature_view_sync_sensor]
 
+To check feature values data you can use the
+:class:`~airflow.providers.google.cloud.sensors.vertex_ai.FetchFeatureValuesOperator`.
+
+.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_feature_store.py
+    :language: python
+    :dedent: 4
+    :start-after: [START how_to_cloud_vertex_ai_fetch_feature_values_operator]
+    :end-before: [END how_to_cloud_vertex_ai_fetch_feature_values_operator]
+
+To delete the feature view you can use
+:class:`~airflow.providers.google.cloud.sensors.vertex_ai.DeleteFeatureViewOperator`.
+
+.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_feature_store.py
+    :language: python
+    :dedent: 4
+    :start-after: [START how_to_cloud_vertex_ai_delete_feature_view_operator]
+    :end-before: [END how_to_cloud_vertex_ai_delete_feature_view_operator]
+
+To delete the feature online store you can use
+:class:`~airflow.providers.google.cloud.sensors.vertex_ai.DeleteFeatureOnlineStoreOperator`.
+
+.. exampleinclude:: /../../google/tests/system/google/cloud/vertex_ai/example_vertex_ai_feature_store.py
+    :language: python
+    :dedent: 4
+    :start-after: [START how_to_cloud_vertex_ai_delete_feature_online_store_operator]
+    :end-before: [END how_to_cloud_vertex_ai_delete_feature_online_store_operator]
+
 Interacting with Ray on Vertex AI Cluster
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^