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Add Quantum-Bio taxonomy V2: tests/test_taxonomy.py

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  1. tests/test_taxonomy.py +252 -0
tests/test_taxonomy.py ADDED
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+ """
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+ PhD Research OS — Taxonomy Tests
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+ ==================================
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+ Tests for the Quantum-Bio V2 taxonomy, domain management, and confidence scoring.
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+ """
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+
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+ import os
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+ import sys
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+ import json
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+ import pytest
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+
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+ sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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+
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+ from phd_research_os.taxonomy import (
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+ TaxonomyManager, STUDY_TYPE_WEIGHTS, ALLOWED_STUDY_TYPES,
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+ TAXONOMY_VERSION, PIPELINE_VERSION, LEGACY_TO_V2_MAP
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+ )
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+ from phd_research_os.db import init_db, get_db, create_claim, create_source, to_fixed, from_fixed
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+
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+ TEST_DB = "test_taxonomy.db"
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+
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+
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+ @pytest.fixture(autouse=True)
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+ def setup_teardown():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ # Seed test data
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+ conn = get_db(TEST_DB)
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+ create_claim(conn, "Test claim", "Fact", 0.85,
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+ study_type="primary_experimental", evidence_strength=0.9)
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+ create_source(conn, "10.1234/test", "Test Paper", study_type="Simulation")
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+ conn.close()
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+ yield
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+ for suffix in ["", "-wal", "-shm"]:
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+ p = TEST_DB + suffix
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+ if os.path.exists(p):
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+ os.remove(p)
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+
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+
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+ # ============================================================
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+ # Base Taxonomy Tests
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+ # ============================================================
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+
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+ def test_8_study_types_defined():
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+ assert len(ALLOWED_STUDY_TYPES) == 8
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+
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+ def test_weights_are_fixed_point():
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+ for st, weight in STUDY_TYPE_WEIGHTS.items():
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+ assert isinstance(weight, int), f"{st} weight should be int (fixed-point)"
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+ assert 0 <= weight <= 1000, f"{st} weight {weight} out of range"
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+
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+ def test_in_vivo_highest():
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+ assert STUDY_TYPE_WEIGHTS["in_vivo"] == 1000
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+
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+ def test_perspective_lowest():
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+ assert STUDY_TYPE_WEIGHTS["perspective"] == 200
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+
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+ def test_simulation_split():
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+ """First-principles > phenomenological."""
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+ assert STUDY_TYPE_WEIGHTS["first_principles_simulation"] > STUDY_TYPE_WEIGHTS["phenomenological_simulation"]
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+
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+
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+ # ============================================================
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+ # Normalization Tests
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+ # ============================================================
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+
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+ def test_normalize_legacy_types():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ assert tm.normalize_study_type("PrimaryExperimental") == "direct_physical_measurement"
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+ assert tm.normalize_study_type("InVitro") == "in_vitro"
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+ assert tm.normalize_study_type("Simulation") == "phenomenological_simulation"
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+ assert tm.normalize_study_type("Review") == "review"
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+
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+ def test_normalize_aliases():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ assert tm.normalize_study_type("clinical_trial") == "in_vivo"
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+ assert tm.normalize_study_type("meta-analysis") == "review"
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+ assert tm.normalize_study_type("case_study") == "perspective"
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+
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+ def test_normalize_v2_identity():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ for st in ALLOWED_STUDY_TYPES:
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+ assert tm.normalize_study_type(st) == st
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+
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+ def test_normalize_case_insensitive():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ assert tm.normalize_study_type("IN_VIVO") == "in_vivo"
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+ assert tm.normalize_study_type("Mathematical_Proof") == "mathematical_proof"
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+
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+
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+ # ============================================================
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+ # Confidence Scoring Tests
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+ # ============================================================
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+
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+ def test_confidence_max():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ result = tm.score_confidence(1.0, "in_vivo", 1, True)
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+ assert result["confidence"] == 1.0
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+
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+ def test_confidence_formula():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ result = tm.score_confidence(0.8, "in_vitro", 2, True)
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+ # 0.8 × 0.85 × 0.85 × 1.0 = 0.578
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+ assert 0.57 <= result["confidence"] <= 0.58
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+
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+ def test_confidence_incomplete_penalty():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ complete = tm.score_confidence(0.9, "in_vivo", 1, True)
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+ incomplete = tm.score_confidence(0.9, "in_vivo", 1, False)
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+ assert incomplete["confidence"] < complete["confidence"]
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+ assert incomplete["completeness_penalty"] == 0.7
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+
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+ def test_confidence_taxonomy_version_tag():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ result = tm.score_confidence(0.5, "review", 3, True)
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+ assert result["taxonomy_version"] == TAXONOMY_VERSION
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+
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+ def test_confidence_perspective_low():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ result = tm.score_confidence(1.0, "perspective", 1, True)
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+ assert result["confidence"] == 0.2 # 1.0 × 0.2 × 1.0 × 1.0
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+
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+
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+ # ============================================================
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+ # Domain Management Tests
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+ # ============================================================
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+
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+ def test_default_domains_seeded():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ domains = tm.list_domains()
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+ domain_ids = [d["domain_id"] for d in domains]
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+ assert "quantum_bio" in domain_ids
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+ assert "biosensors" in domain_ids
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+ assert "materials_science" in domain_ids
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+
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+ def test_create_custom_domain():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ tm.create_domain("my_field", "My Research Field", "Custom taxonomy")
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+ domain = tm.get_domain("my_field")
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+ assert domain is not None
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+ assert domain["name"] == "My Research Field"
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+
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+ def test_add_custom_study_type():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ tm.create_domain("test_domain", "Test", "Test domain")
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+ tm.add_study_type("test_domain", "custom_assay", 0.75, "A custom assay type")
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+
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+ domain = tm.get_domain("test_domain")
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+ assert "custom_assay" in domain["custom_study_types"]
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+ assert domain["custom_study_types"]["custom_assay"]["weight"] == 750
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+
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+ def test_custom_type_affects_scoring():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ tm.create_domain("test_scoring", "Test", "Test")
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+ tm.add_study_type("test_scoring", "ultra_precise", 0.99, "Ultra-precise measurement")
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+
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+ result = tm.score_confidence(1.0, "ultra_precise", 1, True, domain_id="test_scoring")
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+ assert 0.98 <= result["confidence"] <= 1.0
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+
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+ def test_remove_study_type():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ tm.create_domain("rm_test", "Test", "Test")
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+ tm.add_study_type("rm_test", "temp_type", 0.5, "Temporary")
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+ assert tm.remove_study_type("rm_test", "temp_type")
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+
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+ domain = tm.get_domain("rm_test")
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+ assert "temp_type" not in domain["custom_study_types"]
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+
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+ def test_cannot_delete_base_taxonomy():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ assert not tm.delete_domain("quantum_bio")
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+
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+ def test_soft_delete_domain():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ tm.create_domain("deletable", "Deletable", "Will be deleted")
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+ assert tm.delete_domain("deletable")
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+
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+ active = tm.list_domains(active_only=True)
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+ assert not any(d["domain_id"] == "deletable" for d in active)
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+
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+ all_domains = tm.list_domains(active_only=False)
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+ assert any(d["domain_id"] == "deletable" for d in all_domains)
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+
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+
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+ # ============================================================
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+ # Migration Tests
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+ # ============================================================
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+
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+ def test_migration_idempotent():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ result1 = tm.migrate_to_v2()
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+ result2 = tm.migrate_to_v2()
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+ assert result2["already_migrated"]
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+
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+ def test_migration_normalizes_types():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ result = tm.migrate_to_v2()
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+
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+ conn = get_db(TEST_DB)
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+ claims = conn.execute("SELECT study_type FROM claims WHERE study_type IS NOT NULL").fetchall()
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+ conn.close()
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+
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+ for claim in claims:
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+ st = dict(claim).get("study_type", "")
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+ if st:
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+ assert st in ALLOWED_STUDY_TYPES or st in ["primary_experimental"], f"Unexpected type: {st}"
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+
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+ def test_rollback():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ tm.migrate_to_v2()
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+ result = tm.rollback_to_v1()
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+ assert result["rows_reverted"] >= 0
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+ assert not result["errors"]
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+
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+
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+ # ============================================================
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+ # Audit Log Tests
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+ # ============================================================
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+
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+ def test_audit_log_records_actions():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ tm.create_domain("audit_test", "Audit Test", "Testing audit")
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+
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+ log = tm.get_audit_log()
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+ assert len(log) >= 1
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+ actions = [e["action"] for e in log]
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+ assert "create_domain" in actions
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+
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+
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+ # ============================================================
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+ # Cache Tests
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+ # ============================================================
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+
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+ def test_cache_key_versioned():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ key1 = tm.generate_cache_key("abc123")
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+ key2 = tm.generate_cache_key("abc123")
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+ assert key1 == key2 # Deterministic
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+
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+ key3 = tm.generate_cache_key("different_hash")
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+ assert key1 != key3
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+
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+ def test_cache_validation():
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+ tm = TaxonomyManager(db_path=TEST_DB)
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+ valid_entry = {"taxonomy_version": TAXONOMY_VERSION, "pipeline_version": PIPELINE_VERSION}
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+ assert tm.validate_cache_entry(valid_entry)
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+
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+ stale_entry = {"taxonomy_version": "old_v1", "pipeline_version": "1.0.0"}
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+ assert not tm.validate_cache_entry(stale_entry)
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+
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+
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+ if __name__ == "__main__":
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+ pytest.main([__file__, "-v"])