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main.py

@@ -95,12 +95,12 @@ def startup():
     mode = "remote httpfs" if is_remote else "local files"
     print(f"Data mode: {mode}")
 
-    # Results table: loaded into memory (small, ~47MB, queried frequently)
+    # Create views that query Parquet remotely via httpfs range requests.
+    # No data copied into RAM — DuckDB fetches only needed columns/rows per query.
     db.execute(f"""
-        CREATE TABLE results AS
+        CREATE VIEW results AS
         SELECT * FROM read_parquet('{results_src}')
     """)
-    # Features: remote view (larger, queried on demand via httpfs range requests)
     db.execute(f"""
         CREATE VIEW features AS
         SELECT * FROM read_parquet('{features_src}')