| import json | |
| import os | |
| import pandas as pd | |
| from src.display.utils import AutoEvalColumn | |
| from src.leaderboard.read_evals import get_raw_eval_results | |
| def get_leaderboard_df(requests_path: str, total_issues: int) -> pd.DataFrame: | |
| """Creates a dataframe from all the individual experiment results""" | |
| raw_data = get_raw_eval_results(requests_path) | |
| all_data_json = [v.to_dict(total_issues) for v in raw_data] | |
| df = pd.DataFrame.from_records(all_data_json) | |
| df = df.sort_values(by=[AutoEvalColumn.full_pass_count.name], ascending=False) | |
| return df | |