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from typing import Literal |
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from unittest.mock import MagicMock |
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import pytest |
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from src.orchestrators.simple import Orchestrator |
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from src.utils.models import AssessmentDetails, JudgeAssessment |
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def make_assessment( |
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mechanism: int, |
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clinical: int, |
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drug_candidates: list[str], |
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sufficient: bool = False, |
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recommendation: Literal["continue", "synthesize"] = "continue", |
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confidence: float = 0.8, |
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) -> JudgeAssessment: |
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return JudgeAssessment( |
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details=AssessmentDetails( |
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mechanism_score=mechanism, |
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mechanism_reasoning="reasoning is sufficient for testing purposes", |
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clinical_evidence_score=clinical, |
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clinical_reasoning="reasoning is sufficient for testing purposes", |
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drug_candidates=drug_candidates, |
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key_findings=["finding"], |
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), |
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sufficient=sufficient, |
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confidence=confidence, |
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recommendation=recommendation, |
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next_search_queries=[], |
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reasoning="reasoning is sufficient for testing purposes", |
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) |
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@pytest.fixture |
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def orchestrator(): |
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search = MagicMock() |
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judge = MagicMock() |
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return Orchestrator(search, judge) |
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@pytest.mark.unit |
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def test_should_synthesize_high_scores(orchestrator): |
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"""High scores with drug candidates triggers synthesis.""" |
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assessment = make_assessment(mechanism=7, clinical=6, drug_candidates=["Testosterone"]) |
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should_synth, reason = orchestrator._should_synthesize( |
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assessment, iteration=3, max_iterations=10, evidence_count=50 |
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) |
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assert should_synth is True |
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assert reason == "high_scores_with_candidates" |
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@pytest.mark.unit |
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def test_should_synthesize_late_iteration(orchestrator): |
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"""Late iteration with acceptable scores triggers synthesis.""" |
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assessment = make_assessment(mechanism=5, clinical=4, drug_candidates=[]) |
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should_synth, reason = orchestrator._should_synthesize( |
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assessment, iteration=9, max_iterations=10, evidence_count=80 |
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) |
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assert should_synth is True |
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assert reason in ["late_iteration_acceptable", "emergency_synthesis"] |
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@pytest.mark.unit |
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def test_should_not_synthesize_early_low_scores(orchestrator): |
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"""Early iteration with low scores continues searching.""" |
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assessment = make_assessment(mechanism=3, clinical=2, drug_candidates=[]) |
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should_synth, reason = orchestrator._should_synthesize( |
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assessment, iteration=2, max_iterations=10, evidence_count=20 |
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) |
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assert should_synth is False |
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assert reason == "continue_searching" |
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@pytest.mark.unit |
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def test_judge_approved_overrides_all(orchestrator): |
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"""If judge explicitly says synthesize with good scores, do it.""" |
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assessment = make_assessment( |
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mechanism=6, clinical=5, drug_candidates=[], sufficient=True, recommendation="synthesize" |
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) |
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should_synth, reason = orchestrator._should_synthesize( |
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assessment, iteration=2, max_iterations=10, evidence_count=20 |
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) |
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assert should_synth is True |
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assert reason == "judge_approved" |
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@pytest.mark.unit |
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def test_max_evidence_threshold(orchestrator): |
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"""Force synthesis if we have tons of evidence.""" |
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assessment = make_assessment(mechanism=2, clinical=2, drug_candidates=[]) |
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should_synth, reason = orchestrator._should_synthesize( |
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assessment, iteration=5, max_iterations=10, evidence_count=150 |
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) |
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assert should_synth is True |
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assert reason == "max_evidence_reached" |
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