57 lines
2.6 KiB
Python
57 lines
2.6 KiB
Python
from pathlib import Path
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ROOT = Path(__file__).resolve().parents[2]
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def test_detection_operator_profiles_define_explicit_yolo_candidates_and_promoted_profile() -> None:
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profiles = ROOT / "frontend" / "src" / "components" / "detection" / "detectionProfiles.ts"
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source = profiles.read_text(encoding="utf-8")
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assert "DETECTION_OPERATOR_PROFILES" in source
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assert "geointel-building-yolov8s-smallbld-minpx3-img640-ft30-pt" in source
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assert "geointel-building-yolov8s-aoi1024expandedminpx4vis035e50-pt" in source
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assert "geointel-building-yolov8s-aoi1024bg512r3e50-pt" in source
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assert "small-building-balanced-review" in source
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assert "expanded-balanced-review" in source
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assert "conservative-review" in source
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assert "confidenceThreshold: 0.15" in source
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assert "confidenceThreshold: 0.35" in source
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assert "defaultApproved: true" in source
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assert "promotionRecommendation: 'promote_candidate'" in source
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assert "positiveSampleCount: 7" in source
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assert "f1: 0.5824578631584316" in source
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assert "f1: 0.5432865390636915" in source
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assert "maxBackgroundDetections: 0" in source
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assert "pure-empty gate passed" in source
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assert "1,571 fewer false negatives" in source
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assert "higher false-positive review load" in source
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def test_detection_lab_surfaces_profiles_as_deliberate_operator_actions() -> None:
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lab = (ROOT / "frontend" / "src" / "components" / "detection" / "DetectionLab.tsx").read_text(
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encoding="utf-8"
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)
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assert "DETECTION_OPERATOR_PROFILES" in lab
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assert "Operator profiles" in lab
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assert "profile.displayName" in lab
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assert "profile.confidenceThreshold" in lab
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assert "Candidate only - not default-approved" in lab
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assert "default-approved" in lab
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assert "Apply profile" in lab
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assert "onApplyOperatorProfile(profile)" in lab
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assert "Recommended starting threshold: 0.25" not in lab
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def test_detection_workflow_applies_profiles_without_auto_selecting_assets() -> None:
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hook = (ROOT / "frontend" / "src" / "hooks" / "useDetectionWorkflow.ts").read_text(encoding="utf-8")
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app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
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assert "applyDetectionOperatorProfile" in hook
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assert "setSelectedDetectionModelId('yolo-configured')" in hook
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assert "setSelectedModelAssetId(profile.modelAssetId)" in hook
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assert "setDetectionConfidenceThreshold(profile.confidenceThreshold)" in hook
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assert "setSelectedModelAssetId(assetResponse.items[0]" not in hook
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assert "onApplyOperatorProfile={applyDetectionOperatorProfile}" in app
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