[AZ-139] [AZ-140] [AZ-141] [AZ-142] Implement integration tests for health, single image, tiling, and async SSE

Made-with: Cursor

e2e/tests/test_tiling.py

@@ -1 +1,57 @@
-"""Large-image tiling and overlap behavior for POST /detect."""
+import json
+
+import pytest
+
+_TILING_TIMEOUT = 120
+_GSD = {"altitude": 400, "focal_length": 24, "sensor_width": 23.5}
+_DUP_THRESHOLD = 0.01
+
+
+def _assert_coords_normalized(detections):
+    for d in detections:
+        for k in ("centerX", "centerY", "width", "height"):
+            v = d[k]
+            assert 0.0 <= v <= 1.0
+
+
+def _assert_no_same_label_near_duplicate_centers(detections):
+    by_label = {}
+    for d in detections:
+        label = d["label"]
+        cx, cy = d["centerX"], d["centerY"]
+        prev = by_label.setdefault(label, [])
+        for pcx, pcy in prev:
+            assert not (
+                abs(cx - pcx) < _DUP_THRESHOLD and abs(cy - pcy) < _DUP_THRESHOLD
+            ), f"near-duplicate centers for label {label!r}: ({pcx},{pcy}) vs ({cx},{cy})"
+        prev.append((cx, cy))
+
+
+@pytest.mark.slow
+def test_ft_p_04_gsd_based_tiling_ac1(http_client, image_large, warm_engine):
+    config = json.dumps(_GSD)
+    r = http_client.post(
+        "/detect",
+        files={"file": ("img.jpg", image_large, "image/jpeg")},
+        data={"config": config},
+        timeout=_TILING_TIMEOUT,
+    )
+    assert r.status_code == 200
+    body = r.json()
+    assert isinstance(body, list)
+    _assert_coords_normalized(body)
+
+
+@pytest.mark.slow
+def test_ft_p_16_tile_boundary_deduplication_ac2(http_client, image_large, warm_engine):
+    config = json.dumps({**_GSD, "big_image_tile_overlap_percent": 20})
+    r = http_client.post(
+        "/detect",
+        files={"file": ("img.jpg", image_large, "image/jpeg")},
+        data={"config": config},
+        timeout=_TILING_TIMEOUT,
+    )
+    assert r.status_code == 200
+    body = r.json()
+    assert isinstance(body, list)
+    _assert_no_same_label_near_duplicate_centers(body)