Exemplo n.º 1
0
        public async Task UploadModelAsync_ValidModelPath_UploadSuccessAsync()
        {
            //Arrange
            var destinationFolder = @"C:\MLOps";
            var modelRepository   = new LocalFileModelRepository(new FileSystem(), destinationFolder);
            var runRepositoryMock = new Mock <IRunRepository>();

            var modelCatalog = new ModelCatalog(modelRepository, runRepositoryMock.Object);

            var runId            = Guid.NewGuid();
            var modelPath        = @"C:\data\model.zip";
            var modelStoragePath = @"C:\MLOps";

            using var writer = new StreamWriter(modelPath);
            writer.Close();

            runRepositoryMock.Setup(x => x.CreateRunArtifact(runId, It.IsAny <string>()))
            .Returns(Task.CompletedTask);

            //Act
            await modelCatalog.UploadAsync(runId, modelPath);

            //Assert
            var fileExists = File.Exists(Path.Combine(modelStoragePath, $"{runId}.zip"));

            fileExists.Should().BeTrue();
        }
Exemplo n.º 2
0
        public async Task UploadModelAsync_ValidModelPath_UploadSuccessAsync()
        {
            //Arrange
            var runId             = Guid.NewGuid();
            var expectedModelPath = Path.Combine(modelRepositoryPath, $"{runId}.zip");

            //Act
            await sut.UploadAsync(runId, @"Data/model.txt");

            //Assert
            File.Exists(expectedModelPath).Should().BeTrue();
        }