| import json |
| from pathlib import Path |
|
|
| from researchbench.builders import _label_candidates |
|
|
|
|
| def _write_json(path: Path, value: object) -> None: |
| path.write_text(json.dumps(value), encoding="utf-8") |
|
|
|
|
| def test_label_candidates_maps_d0_to_d3_and_preserves_unknown(tmp_path: Path) -> None: |
| _write_json(tmp_path / "d0.json", [["Gold Paper", "gold abstract"]]) |
| _write_json(tmp_path / "d1.json", [["Tier One Negative", "t1 abstract"]]) |
| _write_json(tmp_path / "d2.json", [["Tier Two Negative", "t2 abstract"]]) |
| _write_json(tmp_path / "d3.json", [["Tier Three Negative", "t3 abstract"]]) |
|
|
| candidates = [ |
| {"title": "Gold Paper", "abstract": "gold abstract"}, |
| {"title": "Tier One Negative", "abstract": "t1 abstract"}, |
| {"title": "Tier Two Negative", "abstract": "t2 abstract"}, |
| {"title": "Tier Three Negative", "abstract": "t3 abstract"}, |
| {"title": "Unmatched Candidate", "abstract": "unknown abstract"}, |
| ] |
| labeled, issues = _label_candidates(tmp_path, candidates) |
|
|
| assert [row["label"] for row in labeled] == [ |
| "gold", |
| "negative_t1", |
| "negative_t2", |
| "negative_t3", |
| "negative_unknown", |
| ] |
| assert issues == [ |
| { |
| "candidate_index": 4, |
| "title": "Unmatched Candidate", |
| "best_match_score": "0.000", |
| } |
| ] |
|
|
