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274d2b4
1
Parent(s): dba28b1
test: add test_yolo_service
Browse files
backend/tests/{test_service.py → test_yolo_service.py}
RENAMED
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@@ -11,9 +11,8 @@ def mock_env_settings(monkeypatch):
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@patch("backend.app.services.yolo.YOLO")
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def
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service = YoloService()
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mock_yolo_class.assert_called_once_with("dummy_model.pt")
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assert service.model is not None
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@@ -22,14 +21,11 @@ def test_yolo_service_init(mock_yolo_class, mock_env_settings):
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@patch("backend.app.services.yolo.YOLO")
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def test_process_video_file_not_found(mock_yolo, mock_exists, mock_env_settings):
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mock_exists.return_value = False
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service = YoloService()
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with pytest.raises(FileNotFoundError)
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service.process_video("ghost.mp4", "out.mp4")
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assert "Input video not found" in str(excinfo.value)
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@patch("backend.app.services.yolo.sv.Detections.from_ultralytics")
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@patch("backend.app.services.yolo.subprocess.run")
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@@ -40,7 +36,7 @@ def test_process_video_file_not_found(mock_yolo, mock_exists, mock_env_settings)
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@patch("backend.app.services.yolo.os.path.exists")
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@patch("backend.app.services.yolo.os.remove")
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@patch("backend.app.services.yolo.YOLO")
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def
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mock_yolo_class,
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mock_remove,
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mock_exists,
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@@ -55,10 +51,10 @@ def test_process_video_happy_path(
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mock_exists.return_value = True
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mock_frame_gen.return_value = [MagicMock(), MagicMock()]
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mock_model_instance = mock_yolo_class.return_value
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mock_model_instance.return_value = ["dummy_result"]
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@@ -67,40 +63,9 @@ def test_process_video_happy_path(
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mock_from_ultralytics.return_value = mock_detections
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mock_detections.class_id = []
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mock_annotator_instance = mock_box_annotator.return_value
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mock_annotator_instance.annotate.return_value = "annotated_frame"
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service = YoloService()
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assert result is True
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assert mock_model_instance.call_count == 2
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mock_from_ultralytics.assert_called_with("dummy_result")
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mock_writer.return_value.write.assert_called_with("annotated_frame")
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mock_subprocess.assert_called_once()
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command_list = call_args[0][0]
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assert "ffmpeg" in command_list
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@patch("backend.app.services.yolo.sv.get_video_frames_generator")
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@patch("backend.app.services.yolo.sv.VideoInfo")
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@patch("backend.app.services.yolo.os.path.exists")
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@patch("backend.app.services.yolo.YOLO")
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def test_process_video_runtime_error_no_frames(
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mock_yolo, mock_exists, mock_video_info, mock_frame_gen, mock_env_settings
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):
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mock_exists.return_value = True
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mock_frame_gen.return_value = []
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mock_info_instance = mock_video_info.from_video_path.return_value
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mock_info_instance.fps = 30.0
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mock_info_instance.resolution_wh = (100, 100)
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service = YoloService()
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with pytest.raises(RuntimeError, match="No frames were processed"):
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service.process_video("empty.mp4", "out.mp4")
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@patch("backend.app.services.yolo.YOLO")
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def test_yolo_init(mock_yolo_class, mock_env_settings):
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service = YoloService()
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mock_yolo_class.assert_called_once_with("dummy_model.pt")
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assert service.model is not None
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@patch("backend.app.services.yolo.YOLO")
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def test_process_video_file_not_found(mock_yolo, mock_exists, mock_env_settings):
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mock_exists.return_value = False
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service = YoloService()
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with pytest.raises(FileNotFoundError):
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service.process_video("ghost.mp4", "out.mp4")
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@patch("backend.app.services.yolo.sv.Detections.from_ultralytics")
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@patch("backend.app.services.yolo.subprocess.run")
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@patch("backend.app.services.yolo.os.path.exists")
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@patch("backend.app.services.yolo.os.remove")
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@patch("backend.app.services.yolo.YOLO")
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def test_process_video_flow(
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mock_yolo_class,
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mock_remove,
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mock_exists,
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mock_exists.return_value = True
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mock_frame_gen.return_value = [MagicMock(), MagicMock()]
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mock_info = mock_video_info.from_video_path.return_value
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mock_info.fps = 30.0
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mock_info.resolution_wh = (1920, 1080)
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mock_info.total_frames = 2
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mock_model_instance = mock_yolo_class.return_value
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mock_model_instance.return_value = ["dummy_result"]
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mock_from_ultralytics.return_value = mock_detections
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mock_detections.class_id = []
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service = YoloService()
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service.process_video("in.mp4", "out.mp4")
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assert mock_model_instance.call_count == 2
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mock_subprocess.assert_called_once()
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mock_remove.assert_called()
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