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main.py

@@ -95,14 +95,14 @@ def startup():
     mode = "remote httpfs" if is_remote else "local files"
     print(f"Data mode: {mode}")
 
-    # Results: loaded into memory (47MB — small, queried on every page load)
+    # Load both tables into memory for reliable, fast queries.
+    # Total ~100MB in RAM — well within cpu-basic 2GB limit.
     db.execute(f"""
         CREATE TABLE results AS
         SELECT * FROM read_parquet('{results_src}')
     """)
-    # Features: remote view (only fetched on demand for feature deep dives)
     db.execute(f"""
-        CREATE VIEW features AS
+        CREATE TABLE features AS
         SELECT * FROM read_parquet('{features_src}')
     """)