Add guided detection calibration runner

backend/tests/test_sprint134_guided_detection_calibration_runner.py

@@ -0,0 +1,51 @@
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[2]
+
+
+def test_detection_lab_has_guided_threshold_calibration_runner() -> None:
+    hook = ROOT / "frontend" / "src" / "hooks" / "useDetectionWorkflow.ts"
+    lab = ROOT / "frontend" / "src" / "components" / "detection" / "DetectionLab.tsx"
+    app = ROOT / "frontend" / "src" / "App.tsx"
+    todo = ROOT / "docs" / "TODO.md"
+
+    hook_source = hook.read_text(encoding="utf-8")
+    lab_source = lab.read_text(encoding="utf-8")
+    app_source = app.read_text(encoding="utf-8")
+    todo_source = todo.read_text(encoding="utf-8")
+
+    assert "interface DetectionCalibrationRunRow" in hook_source
+    assert "parseCalibrationThresholds" in hook_source
+    assert "calibrationThresholdText" in hook_source
+    assert "runningDetectionCalibration" in hook_source
+    assert "detectionCalibrationRows" in hook_source
+    assert "detectionCalibrationError" in hook_source
+    assert "runDetectionCalibration" in hook_source
+    assert "for (const threshold of thresholds)" in hook_source
+    assert "detectionApi.run({" in hook_source
+    assert "confidence_threshold: threshold" in hook_source
+    assert "parameters_json: { calibration: true, calibration_thresholds: thresholds }" in hook_source
+    assert "detectionApi.compareWithReference(result.analysis_run_id" in hook_source
+    assert "reference_dataset_id: detectionReferenceDatasetId" in hook_source
+    assert "Select a reference dataset before calibration" in hook_source
+    assert "Provide at least one valid threshold between 0 and 1" in hook_source
+    assert "Configured YOLO calibration requires a tile manifest" in hook_source
+    assert "Select a local model asset before calibration" in hook_source
+
+    assert "Guided calibration runner" in lab_source
+    assert "This runs real configured YOLO jobs" in lab_source
+    assert "Threshold set" in lab_source
+    assert "Run calibration sweep" in lab_source
+    assert "Calibration run progress" in lab_source
+    assert "detectionCalibrationRows.map" in lab_source
+    assert "runningDetectionCalibration" in lab_source
+    assert "detectionCalibrationError" in lab_source
+    assert "onRunCalibration" in lab_source
+    assert "onSetCalibrationThresholdText" in lab_source
+
+    assert "calibrationThresholdText={calibrationThresholdText}" in app_source
+    assert "runningDetectionCalibration={runningDetectionCalibration}" in app_source
+    assert "detectionCalibrationRows={detectionCalibrationRows}" in app_source
+    assert "onRunCalibration={runDetectionCalibration}" in app_source
+    assert "[x] Add guided in-app detection calibration runner" in todo_source