Initial public release

tests/test_audit_yolo_label_outliers.py

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+from scripts.audit_yolo_label_outliers import classify_box
+from scripts.audit_yolo_label_relationships import Box
+
+
+DEFAULTS = {
+    "tile_size": 640,
+    "min_dimension_pixels": 4.0,
+    "extreme_aspect_ratio": 8.0,
+    "edge_tolerance_pixels": 0.5,
+}
+
+
+def test_classify_box_reports_independent_geometric_risks() -> None:
+    box = Box(0, 0.5, 0.003, 0.2, 0.006)
+
+    assert classify_box(box, **DEFAULTS) == [
+        {
+            "category": "small_dimension",
+            "width_px": 128.0,
+            "height_px": 3.84,
+            "area_px2": 491.52,
+            "aspect_ratio": 33.333333,
+        },
+        {
+            "category": "extreme_aspect_ratio",
+            "width_px": 128.0,
+            "height_px": 3.84,
+            "area_px2": 491.52,
+            "aspect_ratio": 33.333333,
+        },
+        {
+            "category": "tile_edge",
+            "edge_sides": ["top"],
+            "width_px": 128.0,
+            "height_px": 3.84,
+            "area_px2": 491.52,
+            "aspect_ratio": 33.333333,
+        },
+    ]
+
+
+def test_classify_box_ignores_ordinary_interior_box() -> None:
+    box = Box(0, 0.5, 0.5, 0.1, 0.08)
+
+    assert classify_box(box, **DEFAULTS) == []