from pathlib import Path ROOT = Path(__file__).resolve().parents[2] def test_detection_quality_matrix_compares_models_tiles_and_thresholds() -> None: script_path = ROOT / "scripts" / "run_detection_quality_matrix.sh" readiness = (ROOT / "scripts" / "run_readiness_check.sh").read_text(encoding="utf-8") assert script_path.exists() script = script_path.read_text(encoding="utf-8") assert "bash -n scripts/run_detection_quality_matrix.sh" in readiness assert "verify_real_data_detection_qa_workflow.sh" in script assert "QUALITY_MODEL_ASSET_IDS" in script assert "QUALITY_TILE_SIZES" in script assert "QUALITY_TILE_OVERLAPS" in script assert "QUALITY_THRESHOLDS" in script assert "REAL_MODEL_ASSET_ID" in script assert "REAL_TILE_SIZE" in script assert "REAL_TILE_OVERLAP" in script assert "REAL_CONFIDENCE_THRESHOLD" in script assert "REAL_RASTER_PATH" in script assert "REAL_REFERENCE_VECTOR_PATH" in script assert "/api/v1/projects/${project_id}/quality-checks" in script assert "/api/v1/detection/runs/${analysis_run_id}" in script assert "quality_matrix_summary.json" in script assert "raw_detection_count" in script assert "suppressed_detection_count" in script assert "duplicate_iou_threshold" in script assert "best_by_score" in script assert "best_by_recall" in script assert "best_by_precision" in script assert "quality_score" in script assert "false_positives" in script assert "false_negatives" in script assert "demo/workflow" not in script assert "fixture_mode" not in script assert "will_download_models" not in script