adjusted column names to include optimization step

rename_opt.py

@@ -13,23 +13,38 @@ def replace_empty_performance(directories, performance_column="performance"):
             file_path = os.path.join(directory, file)
             try:
                 print(f"Processing {file_path}...")
+
+                opt_step = {
+                    8: 0,
+                    12: 1,
+                    14: 2,
+                    15: 3,
+                    21: 4,
+                    24: 5,
+                    25: 6,
+                    29: 7,
+                    31: 8,
+                    35: 9,
+                }
                 
                 # Read CSV file
                 df = pd.read_csv(file_path)
                 
-                # Rename 'budget' column to 'training_steps'
-                if 'optimisation_seed' in df.columns:
-                    df = df.rename(columns={'optimisation_seed': 'optimization_seed'})
-                
-                    df.to_csv(file_path, index=False)
-                    print(f"Saved processed file: {file_path}\n")
-                else:
-                    print(f"Column '{performance_column}' not found in {file_path}, skipping...")
+                def get_opt_step(config_id):
+                    remainder = config_id % 35
+                    for key, value in opt_step.items():
+                        if remainder < key:
+                            return value + (config_id // 35) * 10
+                    assert False
+
+                df["optimization_step"] = df["config_id"].map(get_opt_step)
+                df.to_csv(file_path, index=False)
+                print(f"Saved processed file: {file_path}\n")
                 
             except Exception as e:
                 print(f"Error processing {file_path}: {e}")
 
 if __name__ == "__main__":
-    directories = ["landscapes", "rs", "pbt", "smac", "smac_mf"]
+    directories = ["smac_mf"]
     replace_empty_performance(directories)