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Dagster/Dagster_Assets/dagster_runner.py

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+import sys
+from dagster import materialize
+import radiuma_assets
+
+# Ensure UTF-8 output for logs
+sys.stdout.reconfigure(encoding="utf-8")
+
+def run_assets():
+    print("Starting Dagster Assets run...")
+
+    result = materialize(
+        [
+            radiuma_assets.all_masks,
+            radiuma_assets.image_reader,
+            radiuma_assets.image_registration,
+            radiuma_assets.image_fusion,
+            radiuma_assets.image_conversion,
+            radiuma_assets.image_filter,
+            radiuma_assets.mask_registration,   # align masks to filtered image geometry
+            radiuma_assets.feature_extraction,  # consume filtered images + registered masks
+            radiuma_assets.image_write,
+        ],
+        resources={"io_manager": radiuma_assets.json_io_manager},
+    )
+
+    print("Workflow completed successfully." if result.success else "Workflow failed.")
+
+if __name__ == "__main__":
+    run_assets()