Refactor inference engine and task management: Remove obsolete inference engine and ONNX engine files, update inference processing to utilize batch handling, and enhance task management structure in documentation. Adjust paths for task specifications to align with new directory organization.

e2e/tests/test_resilience.py

@@ -1,4 +1,5 @@
 import json
+import os
 import threading
 import time
 import uuid
@@ -7,17 +8,17 @@ import pytest
 import requests
 
 _DETECT_TIMEOUT = 60
+_MEDIA = os.environ.get("MEDIA_DIR", "/media")
 
 
-def _ai_config_video(mock_loader_url: str) -> dict:
-    base = mock_loader_url.rstrip("/")
+def _ai_config_video() -> dict:
     return {
         "probability_threshold": 0.25,
         "tracking_intersection_threshold": 0.6,
         "altitude": 400,
         "focal_length": 24,
         "sensor_width": 23.5,
-        "paths": [f"{base}/load/video_short01.mp4"],
+        "paths": [f"{_MEDIA}/video_short01.mp4"],
         "frame_period_recognition": 4,
         "frame_recognition_seconds": 2,
     }
@@ -49,7 +50,6 @@ def test_ft_n_07_annotations_unreachable_detection_continues(
     warm_engine,
     http_client,
     jwt_token,
-    mock_loader_url,
     mock_annotations_url,
     sse_client_factory,
 ):
@@ -57,7 +57,7 @@ def test_ft_n_07_annotations_unreachable_detection_continues(
         f"{mock_annotations_url}/mock/config", json={"mode": "error"}, timeout=10
     ).raise_for_status()
     media_id = f"res-n07-{uuid.uuid4().hex}"
-    body = _ai_config_video(mock_loader_url)
+    body = _ai_config_video()
     headers = {"Authorization": f"Bearer {jwt_token}"}
     collected = []
     thread_exc = []
@@ -122,12 +122,11 @@ def test_nft_res_02_annotations_outage_during_async_detection(
     warm_engine,
     http_client,
     jwt_token,
-    mock_loader_url,
     mock_annotations_url,
     sse_client_factory,
 ):
     media_id = f"res-n02-{uuid.uuid4().hex}"
-    body = _ai_config_video(mock_loader_url)
+    body = _ai_config_video()
     headers = {"Authorization": f"Bearer {jwt_token}"}
     collected = []
     thread_exc = []