derive cleaner min-4px YOLO corpus

backend/tests/test_sprint146_operator_yolo_dataset_quality_audit.py

@@ -9,7 +9,9 @@ from pathlib import Path
 ROOT = Path(__file__).resolve().parents[2]
 
 
-def test_operator_yolo_dataset_quality_audit_reports_dataset_risks(tmp_path: Path) -> None:
+def test_operator_yolo_dataset_quality_audit_reports_dataset_risks(
+    tmp_path: Path,
+) -> None:
     script_path = ROOT / "scripts" / "audit_operator_yolo_dataset_quality.py"
     assert script_path.exists()
 
@@ -135,10 +137,12 @@ def test_operator_yolo_dataset_quality_audit_reports_dataset_risks(tmp_path: Pat
         text=True,
     )
 
-    assert "Operator YOLO dataset quality audit passed" in result.stdout
+    assert "Operator YOLO dataset quality audit completed" in result.stdout
 
     report = json.loads(
-        (output_dir / "operator_yolo_dataset_quality_audit.json").read_text(encoding="utf-8")
+        (output_dir / "operator_yolo_dataset_quality_audit.json").read_text(
+            encoding="utf-8"
+        )
     )
     assert report["status"] == "needs_attention"
     assert report["sample_count"] == 3
@@ -150,7 +154,9 @@ def test_operator_yolo_dataset_quality_audit_reports_dataset_risks(tmp_path: Pat
     assert report["label_stats"]["parsed_label_count"] == 3
     assert report["label_stats"]["invalid_label_count"] == 0
     assert report["min_label_visible_ratio"] == 0.25
-    sample_by_slug = {sample["sample_slug"]: sample for sample in report["sample_summaries"]}
+    sample_by_slug = {
+        sample["sample_slug"]: sample for sample in report["sample_summaries"]
+    }
     assert sample_by_slug["geel"]["parsed_label_count"] == 2
     assert sample_by_slug["geel"]["invalid_label_count"] == 0
     assert sample_by_slug["geel"]["small_box_share"] == 0.5
@@ -161,7 +167,9 @@ def test_operator_yolo_dataset_quality_audit_reports_dataset_risks(tmp_path: Pat
     ]
     assert sample_by_slug["turnhout"]["parsed_label_count"] == 1
     assert sample_by_slug["turnhout"]["small_box_share"] == 0.0
-    assert sample_by_slug["turnhout"]["quality_warnings"] == ["median_box_area_below_gate"]
+    assert sample_by_slug["turnhout"]["quality_warnings"] == [
+        "median_box_area_below_gate"
+    ]
     assert sample_by_slug["postel_bos"]["parsed_label_count"] == 0
     assert sample_by_slug["postel_bos"]["quality_warnings"] == []
 
@@ -173,7 +181,9 @@ def test_operator_yolo_dataset_quality_audit_reports_dataset_risks(tmp_path: Pat
     assert "small_box_share_above_gate" in warning_codes
     assert "positive_tiles_have_low_visual_variance" in warning_codes
 
-    markdown = (output_dir / "operator_yolo_dataset_quality_audit.md").read_text(encoding="utf-8")
+    markdown = (output_dir / "operator_yolo_dataset_quality_audit.md").read_text(
+        encoding="utf-8"
+    )
     assert "Operator YOLO Dataset Quality Audit" in markdown
     assert "Label Quality" in markdown
     assert "Minimum visible label ratio" in markdown