from typing import Optional import pytest from scripts.audit.anomalies import ( PropertyAudit, _effective_lodged_divergence, _implausible_lodged_score, ) def _make_audit( *, lodged_sap: Optional[float], effective_sap: Optional[float], rebaseline_reason: str = "both", ) -> PropertyAudit: return PropertyAudit( property_id=1, uprn=None, portfolio_id=796, scenario_id=None, scenario_goal_band=None, lodged_sap=lodged_sap, lodged_band=None, effective_sap=effective_sap, effective_band=None, rebaseline_reason=rebaseline_reason, post_sap=None, post_band=None, cost_of_works=None, energy_bill_savings=None, energy_consumption_savings=None, solar_sap_points=None, solar_bill_savings=None, n_measures=0, ) class TestEffectiveLodgedDivergence: def test_silent_when_lodged_sap_below_floor(self) -> None: # Arrange — Class C exemplar: lodged=1, effective=76 (gap +75, but lodged is implausible upstream data) audit = _make_audit(lodged_sap=1.0, effective_sap=76.0) # Act result = _effective_lodged_divergence(audit) # Assert assert result is None def test_fires_when_lodged_sap_at_or_above_floor_with_large_gap(self) -> None: # Arrange — lodged=20 (band G, plausible), effective=65 (band D), gap +45 audit = _make_audit(lodged_sap=20.0, effective_sap=65.0) # Act result = _effective_lodged_divergence(audit) # Assert assert result is not None assert "65" in result assert "20" in result class TestImplausibleLodgedScore: def test_fires_when_lodged_sap_below_floor_and_gap_large(self) -> None: # Arrange — Class C exemplar: lodged=1, effective=76 (gap +75) audit = _make_audit(lodged_sap=1.0, effective_sap=76.0) # Act result = _implausible_lodged_score(audit) # Assert assert result is not None assert "1" in result def test_silent_when_gap_below_threshold(self) -> None: # Arrange — lodged=9, effective=5 (gap -4, below ±15): both low, not a divergence anomaly audit = _make_audit(lodged_sap=9.0, effective_sap=5.0) # Act result = _implausible_lodged_score(audit) # Assert assert result is None def test_silent_when_lodged_sap_at_or_above_floor(self) -> None: # Arrange — lodged=13 is on the floor boundary; effective=70 gives large gap audit = _make_audit(lodged_sap=13.0, effective_sap=70.0) # Act result = _implausible_lodged_score(audit) # Assert assert result is None