feat: templating for dynamodb table name

Signed-off-by: Danny Boland <[email protected]>

sdk/python/feast/infra/online_stores/dynamodb.py

@@ -52,6 +52,9 @@ class DynamoDBOnlineStoreConfig(FeastConfigBaseModel):
     region: StrictStr
     """ AWS Region Name """
 
+    table_name_template: StrictStr = "{project}.{table_name}"
+    """ DynamoDB table name template """
+
 
 class DynamoDBOnlineStore(OnlineStore):
     """
@@ -91,7 +94,7 @@ def update(
         for table_instance in tables_to_keep:
             try:
                 dynamodb_resource.create_table(
-                    TableName=_get_table_name(config, table_instance),
+                    TableName=_get_table_name(online_config, config, table_instance),
                     KeySchema=[{"AttributeName": "entity_id", "KeyType": "HASH"}],
                     AttributeDefinitions=[
                         {"AttributeName": "entity_id", "AttributeType": "S"}
@@ -107,12 +110,13 @@ def update(
 
         for table_instance in tables_to_keep:
             dynamodb_client.get_waiter("table_exists").wait(
-                TableName=_get_table_name(config, table_instance)
+                TableName=_get_table_name(online_config, config, table_instance)
             )
 
         for table_to_delete in tables_to_delete:
             _delete_table_idempotent(
-                dynamodb_resource, _get_table_name(config, table_to_delete)
+                dynamodb_resource,
+                _get_table_name(online_config, config, table_to_delete),
             )
 
     def teardown(
@@ -133,7 +137,9 @@ def teardown(
         dynamodb_resource = self._get_dynamodb_resource(online_config.region)
 
         for table in tables:
-            _delete_table_idempotent(dynamodb_resource, _get_table_name(config, table))
+            _delete_table_idempotent(
+                dynamodb_resource, _get_table_name(online_config, config, table)
+            )
 
     @log_exceptions_and_usage(online_store="dynamodb")
     def online_write_batch(
@@ -164,7 +170,9 @@ def online_write_batch(
         assert isinstance(online_config, DynamoDBOnlineStoreConfig)
         dynamodb_resource = self._get_dynamodb_resource(online_config.region)
 
-        table_instance = dynamodb_resource.Table(_get_table_name(config, table))
+        table_instance = dynamodb_resource.Table(
+            _get_table_name(online_config, config, table)
+        )
         with table_instance.batch_writer() as batch:
             for entity_key, features, timestamp, created_ts in data:
                 entity_id = compute_entity_id(entity_key)
@@ -206,7 +214,9 @@ def online_read(
 
         result: List[Tuple[Optional[datetime], Optional[Dict[str, ValueProto]]]] = []
         for entity_key in entity_keys:
-            table_instance = dynamodb_resource.Table(_get_table_name(config, table))
+            table_instance = dynamodb_resource.Table(
+                _get_table_name(online_config, config, table)
+            )
             entity_id = compute_entity_id(entity_key)
             with tracing_span(name="remote_call"):
                 response = table_instance.get_item(Key={"entity_id": entity_id})
@@ -242,8 +252,12 @@ def _initialize_dynamodb_resource(region: str):
     return boto3.resource("dynamodb", region_name=region)
 
 
-def _get_table_name(config: RepoConfig, table: FeatureView) -> str:
-    return f"{config.project}.{table.name}"
+def _get_table_name(
+    online_config: DynamoDBOnlineStoreConfig, config: RepoConfig, table: FeatureView
+) -> str:
+    return online_config.table_name_template.format(
+        project=config.project, table_name=table.name
+    )
 
 
 def _delete_table_idempotent(