| from researchbench.generation import estimate_generation_model_calls, parse_matched_score, run_generation_record, score_generation |
| from researchbench.clients import MockClient |
|
|
|
|
| def test_parse_matched_score_accepts_zero_to_five() -> None: |
| assert parse_matched_score("**Matched score starts:** 4 **Matched score ends**") == 4.0 |
| assert parse_matched_score("Reason: ok\nMatched score: 4") == 4.0 |
| assert parse_matched_score("Matched score: 5.0") == 5.0 |
| assert parse_matched_score("Matched score: 6") is None |
| assert parse_matched_score("no score") is None |
|
|
|
|
| def test_score_generation_normalizes_average_matched_score() -> None: |
| predictions = [ |
| {"sample_id": "s1", "final_hypothesis": "hypothesis", "matched_score": 2}, |
| {"sample_id": "s2", "final_hypothesis": "hypothesis", "matched_score": 4}, |
| ] |
| data = [ |
| {"sample_id": "s1", "gold_hypothesis": "gold 1"}, |
| {"sample_id": "s2", "gold_hypothesis": "gold 2"}, |
| ] |
| result = score_generation(predictions, data, MockClient()) |
|
|
| assert result["summary"]["average_score"] == 3.0 |
| assert result["summary"]["accuracy"] == 0.6 |
|
|
|
|
| def test_run_generation_accepts_legacy_ture_retrieve_key() -> None: |
| record = { |
| "sample_id": "s1", |
| "research_question": "question", |
| "background_survey": "survey", |
| "ture_retrieve": [{"title": "Inspiration", "abstract": "abstract"}], |
| } |
| result = run_generation_record(record, MockClient(), num_mutations=1, num_itr_self_refine=1) |
|
|
| assert "moosechem_trace" in result |
| assert result["moosechem_trace"]["inspiration_results"][0]["inspiration_title"] == "Inspiration" |
| assert result["final_hypothesis"] |
|
|
|
|
| def test_run_generation_defaults_to_no_background_survey_for_moosechem_reproducibility() -> None: |
| record = { |
| "sample_id": "s1", |
| "research_question": "question", |
| "background_survey": "private survey text", |
| "gold_inspirations": [{"title": "Inspiration", "abstract": "abstract"}], |
| } |
| result = run_generation_record(record, MockClient(), num_mutations=1, num_itr_self_refine=1) |
| prompt = result["moosechem_trace"]["inspiration_results"][0]["mutations"]["0"]["trace"][0]["prompt"] |
|
|
| assert "Survey not provided. Please overlook the survey." in prompt |
| assert "private survey text" not in prompt |
| assert result["moosechem_trace"]["params"]["if_use_background_survey"] is False |
|
|
|
|
| def test_estimate_generation_model_calls_default_three_inspirations() -> None: |
| record = { |
| "sample_id": "s1", |
| "gold_inspirations": [ |
| {"title": "A", "abstract": "a"}, |
| {"title": "B", "abstract": "b"}, |
| {"title": "C", "abstract": "c"}, |
| ], |
| } |
|
|
| assert estimate_generation_model_calls(record) == 105 |
|
|
