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geointel/backend/tests/test_sprint155_detection_operator_profiles.py
T
Jens b76cd1837b
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fix(ai): bind model scope to immutable geometry
2026-08-09 10:54:52 +02:00

63 lines
2.9 KiB
Python

from pathlib import Path
ROOT = Path(__file__).resolve().parents[2]
def test_detection_operator_profiles_define_explicit_historical_yolo_controls_without_promotion_claim() -> None:
profiles = ROOT / "frontend" / "src" / "components" / "detection" / "detectionProfiles.ts"
source = profiles.read_text(encoding="utf-8")
assert "DETECTION_OPERATOR_PROFILES" in source
assert "geointel-building-yolov8s-smallbld-minpx3-img640-ft30-pt" in source
assert "geointel-building-yolov8s-aoi1024expandedminpx4vis035e50-pt" in source
assert "geointel-building-yolov8s-aoi1024bg512r3e50-pt" in source
assert "small-building-balanced-review" in source
assert "expanded-balanced-review" in source
assert "conservative-review" in source
assert "confidenceThreshold: 0.15" in source
assert "confidenceThreshold: 0.35" in source
assert "defaultApproved" not in source
assert "promotionRecommendation" not in source
assert "independentTestProven: false" in source
assert "positiveSampleCount: 7" in source
assert "precision: 0.6140895327792112" in source
assert "recall: 0.6062221049337548" in source
assert "f1: 0.6068607646002744" in source
assert "f1: 0.5432865390636915" in source
assert "maxBackgroundDetections: 0" in source
assert "Slechts drie pure-achtergrondbeelden" in source
assert "ruimtelijke onafhankelijkheid niet bewezen" in source
assert "controlekandidaat en niet als grondwaarheid" in source
def test_detection_lab_surfaces_profiles_as_deliberate_operator_actions() -> None:
lab = "\n".join(
(
(ROOT / "frontend" / "src" / "components" / "detection" / "DetectionLab.tsx").read_text(encoding="utf-8"),
(ROOT / "frontend" / "src" / "components" / "detection" / "DetectionModelManagement.tsx").read_text(encoding="utf-8"),
)
)
assert "DETECTION_OPERATOR_PROFILES" in lab
assert "Historische YOLO-controleprofielen" in lab
assert "profile.displayName" in lab
assert "profile.confidenceThreshold" in lab
assert "historisch, geen releasebewijs" in lab
assert "historische F1" in lab
assert "Profiel gebruiken" in lab
assert "onApplyOperatorProfile(profile)" in lab
assert "Recommended starting threshold: 0.25" not in lab
def test_detection_workflow_applies_profiles_without_selecting_the_first_arbitrary_asset() -> None:
hook = (ROOT / "frontend" / "src" / "hooks" / "useDetectionWorkflow.ts").read_text(encoding="utf-8")
app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
assert "applyDetectionOperatorProfile" in hook
assert "setSelectedDetectionModelId('yolo-configured')" in hook
assert "setSelectedModelAssetId(profile.modelAssetId)" in hook
assert "setDetectionConfidenceThreshold(profile.confidenceThreshold)" in hook
assert "setSelectedModelAssetId(assetResponse.items[0]" not in hook
assert "onApplyOperatorProfile={applyDetectionOperatorProfile}" in app