def test_benchmark_rank_by_stat_test_wins():
experiment_df = create_experiment_data()
benchmark_df = experiment_df[experiment_df.benchmark == 'libxml']
snapshot_df = data_utils.get_benchmark_snapshot(benchmark_df)
ranking = data_utils.benchmark_rank_by_stat_test_wins(snapshot_df)
expected_ranking = pd.Series(index=['libfuzzer', 'afl'], data=[0, 0])
assert ranking.equals(expected_ranking)
def rank_by_stat_test_wins(self):
"""Fuzzer ranking by then number of pairwise statistical test wins."""
return data_utils.benchmark_rank_by_stat_test_wins(
self._benchmark_snapshot_df)
