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25cbcc2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 | #!/usr/bin/env python
from __future__ import annotations
import argparse
from pathlib import Path
from benchpress_eval.data import load_dataset
from benchpress_eval.io import read_table, write_csv
from benchpress_eval.metrics import align_predictions
from benchpress_eval.salience import compute_noedit_salience
def main() -> None:
parser = argparse.ArgumentParser(
description="Compute no-edit AUROC stratified by ground-truth edit parameters."
)
parser.add_argument("--dataset-root", required=True)
parser.add_argument("--predictions", required=True)
parser.add_argument("--out-dir", required=True)
parser.add_argument("--score-col", default=None)
parser.add_argument("--bins", type=int, default=5)
args = parser.parse_args()
out_dir = Path(args.out_dir)
dataset = load_dataset(args.dataset_root)
predictions = read_table(args.predictions)
aligned = align_predictions(dataset, predictions, score_col=args.score_col)
by_bin, summary = compute_noedit_salience(dataset, aligned, n_bins=args.bins)
write_csv(by_bin, out_dir / "salience_by_parameter_bin.csv")
write_csv(summary, out_dir / "salience_summary.csv")
if __name__ == "__main__":
main()
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