refactor: ensure proper memory management with DataFrame copy and ref…

…erence reset Signed-off-by: seolmin <[email protected]>
cloudforet-io · Dec 11, 2024 · 6ddfc6e · 6ddfc6e
1 parent f9e7cbe
commit 6ddfc6e
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Showing 2 changed files with 7 additions and 2 deletions.
diff --git a/src/spaceone/dashboard/manager/data_table_manager/data_source_manager.py b/src/spaceone/dashboard/manager/data_table_manager/data_source_manager.py
@@ -113,7 +113,9 @@ def load(
             self.error_message = e.message if hasattr(e, "message") else str(e)
             _LOGGER.error(f"[load] add {self.source_type} source error: {e}")
 
-        return self.df
+        df = self.df.copy(deep=True)
+        self.df = None
+        return df
 
     def _analyze_asset(
         self,

diff --git a/src/spaceone/dashboard/manager/data_table_manager/data_transformation_manager.py b/src/spaceone/dashboard/manager/data_table_manager/data_transformation_manager.py
@@ -115,7 +115,9 @@ def load(
             self.error_message = e.message if hasattr(e, "message") else str(e)
             _LOGGER.error(f"[load] {self.operator} operation error: {e}")
 
-        return self.df
+        df = self.df.copy(deep=True)
+        self.df = None
+        return df
 
     def join_data_tables(
         self,
@@ -500,6 +502,7 @@ def _get_data_table(
                 data_table_vo.widget_id,
                 data_table_vo.domain_id,
             )
+
             return ds_mgr.load(granularity, start, end, vars)
 
     def _get_data_table_from_options(