| import pandas as pd | |
| import json | |
| import glob | |
| import os | |
| json_folder = "results" | |
| output_csv = "results/combined.csv" | |
| data_rows = [] | |
| for file in glob.glob(os.path.join(json_folder, "*.json")): | |
| with open(file, 'r') as f: | |
| content = json.load(f) | |
| flat_row = {'sampled_model_name': content['sampled_model_name']} | |
| for key, value in content.items(): | |
| if key != 'sampled_model_name': | |
| flat_row[f"{key}_points"] = value['points'] | |
| flat_row[f"{key}_total"] = value['total'] | |
| data_rows.append(flat_row) | |
| df = pd.DataFrame(data_rows) | |
| df.to_csv(output_csv, index=False) | |