| from researchbench.clients import MockClient |
| from researchbench.retrieve import parse_retrieve_response, run_retrieve_record, score_retrieve |
|
|
|
|
| def test_parse_retrieve_response_extracts_titles_and_reasons() -> None: |
| parsed = parse_retrieve_response( |
| "Title: First paper\n" |
| "Reason: useful bridge.\n" |
| "Title: Second paper\n" |
| "Reason: complementary mechanism." |
| ) |
| assert parsed == [ |
| {"title": "First paper", "reason": "useful bridge."}, |
| {"title": "Second paper", "reason": "complementary mechanism."}, |
| ] |
|
|
|
|
| def test_parse_retrieve_response_extracts_moosechem_title_markers() -> None: |
| parsed = parse_retrieve_response( |
| "**Title 1 starts:** First paper **Title 1 ends**\n" |
| "**Title 2 starts:** Second paper **Title 2 ends**" |
| ) |
| assert parsed == [ |
| {"title": "First paper", "reason": ""}, |
| {"title": "Second paper", "reason": ""}, |
| ] |
|
|
|
|
| def test_mock_retrieve_two_rounds_keep_fifteen_then_three() -> None: |
| candidates = [ |
| {"index": idx, "title": f"Paper {idx}", "abstract": f"Abstract {idx}", "label": "gold" if idx < 2 else "negative_t1"} |
| for idx in range(75) |
| ] |
| record = { |
| "sample_id": "sample/1", |
| "research_question": "question", |
| "background_survey": "survey", |
| "candidates": candidates, |
| } |
| pred = run_retrieve_record(record, MockClient()) |
|
|
| assert len(pred["selected_round1_titles"]) == 15 |
| assert len(pred["selected_round2_titles"]) == 3 |
| assert pred["selected_round1_titles"][:3] == ["Paper 0", "Paper 1", "Paper 2"] |
| assert pred["selected_round2_titles"] == ["Paper 0", "Paper 1", "Paper 2"] |
|
|
| score = score_retrieve([pred], [record]) |
| assert score["summary"]["round1"]["gold"] == 1.0 |
| assert score["summary"]["round2"]["gold"] == 1.0 |
|
|
