code changes for remote session

Author: yogesh266

ads/feature_store/execution_strategy/engine/spark_engine.py

@@ -47,9 +47,11 @@ def get_time_version_data(
         version_number: int = None,
         timestamp: datetime = None,
     ):
+        split_db_name = delta_table_name.split('.')
+
         # Get the Delta table path
         delta_table_path = (
-            self.managed_table_location + delta_table_name
+            f"{self.managed_table_location}/{split_db_name[0].lower()}.db/{split_db_name[1]}"
             if self.managed_table_location
             else self._get_delta_table_path(delta_table_name)
         )

ads/feature_store/feature_group.py

@@ -1050,7 +1050,7 @@ def as_of(
         """
         self.check_resource_materialization()
 
-        validate_delta_format_parameters(timestamp, version_number)
+        #validate_delta_format_parameters(timestamp, version_number)
         target_table = self.target_delta_table()
 
         return self.spark_engine.get_time_version_data(