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Dagster/Dagster_Op/app/main.py

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+import yaml
+from dagster_radiuma.jobs import radiomics_job, radiomics_batch_job
+import app.gui.visual_editor as visual_editor
+
+
+def run_radiomics_pipeline(config_file: str):
+    # Load YAML config
+    with open(config_file, "r", encoding="utf-8") as f:
+        run_config = yaml.safe_load(f)
+
+    # Check which job to run
+    if "radiomics_batch_job" in run_config:
+        print("[INFO] Batch mode detected → Running Batch Workflow")
+        result = radiomics_batch_job.execute_in_process(
+            run_config=run_config["radiomics_batch_job"]
+        )
+        print(f"[RESULT] Batch workflow success = {result.success}")
+
+    elif "radiomics_job" in run_config:
+        print("[INFO] Single case detected → Running Single Workflow")
+        result = radiomics_job.execute_in_process(
+            run_config=run_config["radiomics_job"]
+        )
+        print(f"[RESULT] Single workflow success = {result.success}")
+
+    else:
+        raise ValueError(
+            "Config file must contain either 'radiomics_job' or 'radiomics_batch_job' section."
+        )
+
+
+if __name__ == "__main__":
+    print("[INFO] Radiuma Workflow Editor started.")
+
+    use_gui = True   #
+
+    if use_gui:
+        
+        visual_editor.main()
+    else:
+
+        run_radiomics_pipeline("configs.yaml")