Continuous Sync of Featureview (#14965)

Co-authored-by: Riley Karson <[email protected]>

Author: piyush123

mmv1/products/vertexai/FeatureOnlineStoreFeatureview.yaml

@@ -122,7 +122,15 @@ properties:
         description: |
           Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs.
           To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or "TZ=${IANA_TIME_ZONE}".
+        conflicts:
+          - sync_config.0.continuous
         default_from_api: true
+      - name: 'continuous'
+        type: Boolean
+        description: |
+          If true, syncs the FeatureView in a continuous manner to Online Store.
+        conflicts:
+          - sync_config.0.cron
   - name: 'bigQuerySource'
     type: NestedObject
     description: |

mmv1/templates/terraform/examples/vertex_ai_featureonlinestore_featureview_cross_project.tf.tmpl

@@ -125,7 +125,7 @@ resource "google_vertex_ai_feature_online_store_featureview" "{{$.PrimaryResourc
   region               = "us-central1"
   feature_online_store = google_vertex_ai_feature_online_store.featureonlinestore.name
   sync_config {
-    cron = "0 0 * * *"
+    continuous = true 
   }
   feature_registry_source {