feat: Enable Infra Creation During Materialization

sdk/python/feast/infra/passthrough_provider.py

@@ -1,3 +1,4 @@
+import logging
 from datetime import datetime, timedelta
 from typing import Any, Callable, Dict, List, Mapping, Optional, Sequence, Tuple, Union
 
@@ -37,6 +38,8 @@
     make_tzaware,
 )
 
+logger = logging.getLogger(__name__)
+
 DEFAULT_BATCH_SIZE = 10_000
 
 
@@ -317,6 +320,21 @@ def materialize_single_feature_view(
             or isinstance(feature_view, StreamFeatureView)
             or isinstance(feature_view, FeatureView)
         ), f"Unexpected type for {feature_view.name}: {type(feature_view)}"
+
+        if getattr(config.online_store, "lazy_table_creation", False):
+            logger.info(
+                f"Online store {config.online_store.__class__.__name__} supports lazy table creation and it is enabled"
+            )
+
+            self.update_infra(
+                project=project,
+                tables_to_delete=[],
+                tables_to_keep=[feature_view],
+                entities_to_delete=[],
+                entities_to_keep=registry.list_entities(project=project),
+                partial=True,
+            )
+
         task = MaterializationTask(
             project=project,
             feature_view=feature_view,