import pytest from PIL import Image from swarms.models.ssd_1b import SSD1B # Create fixtures if needed @pytest.fixture def ssd1b_model(): return SSD1B() # Basic tests for model initialization and method call def test_ssd1b_model_initialization(ssd1b_model): assert ssd1b_model is not None def test_ssd1b_call(ssd1b_model): task = "A painting of a dog" neg_prompt = "ugly, blurry, poor quality" image_url = ssd1b_model(task, neg_prompt) assert isinstance(image_url, str) assert image_url.startswith( "https://" ) # Assuming it starts with "https://" # Add more tests for various aspects of the class and methods # Example of a parameterized test for different tasks @pytest.mark.parametrize( "task", ["A painting of a cat", "A painting of a tree"] ) def test_ssd1b_parameterized_task(ssd1b_model, task): image_url = ssd1b_model(task) assert isinstance(image_url, str) assert image_url.startswith( "https://" ) # Assuming it starts with "https://" # Example of a test using mocks to isolate units of code def test_ssd1b_with_mock(ssd1b_model, mocker): mocker.patch( "your_module.StableDiffusionXLPipeline" ) # Mock the pipeline task = "A painting of a cat" image_url = ssd1b_model(task) assert isinstance(image_url, str) assert image_url.startswith( "https://" ) # Assuming it starts with "https://" def test_ssd1b_call_with_cache(ssd1b_model): task = "A painting of a dog" neg_prompt = "ugly, blurry, poor quality" image_url1 = ssd1b_model(task, neg_prompt) image_url2 = ssd1b_model(task, neg_prompt) # Should use cache assert image_url1 == image_url2 def test_ssd1b_invalid_task(ssd1b_model): invalid_task = "" with pytest.raises(ValueError): ssd1b_model(invalid_task) def test_ssd1b_failed_api_call(ssd1b_model, mocker): mocker.patch( "your_module.StableDiffusionXLPipeline" ) # Mock the pipeline to raise an exception task = "A painting of a cat" with pytest.raises(Exception): ssd1b_model(task) def test_ssd1b_process_batch_concurrently(ssd1b_model): tasks = [ "A painting of a dog", "A beautiful sunset", "A portrait of a person", ] results = ssd1b_model.process_batch_concurrently(tasks) assert isinstance(results, list) assert len(results) == len(tasks) def test_ssd1b_process_empty_batch_concurrently(ssd1b_model): tasks = [] results = ssd1b_model.process_batch_concurrently(tasks) assert isinstance(results, list) assert len(results) == 0 def test_ssd1b_download_image(ssd1b_model): task = "A painting of a dog" neg_prompt = "ugly, blurry, poor quality" image_url = ssd1b_model(task, neg_prompt) img = ssd1b_model._download_image(image_url) assert isinstance(img, Image.Image) def test_ssd1b_generate_uuid(ssd1b_model): uuid_str = ssd1b_model._generate_uuid() assert isinstance(uuid_str, str) assert len(uuid_str) == 36 # UUID format def test_ssd1b_rate_limited_call(ssd1b_model): task = "A painting of a dog" image_url = ssd1b_model.rate_limited_call(task) assert isinstance(image_url, str) assert image_url.startswith("https://") # Test cases for additional scenarios and behaviors def test_ssd1b_dashboard_printing(ssd1b_model, capsys): ssd1b_model.dashboard = True ssd1b_model.print_dashboard() captured = capsys.readouterr() assert "SSD1B Dashboard:" in captured.out def test_ssd1b_generate_image_name(ssd1b_model): task = "A painting of a dog" img_name = ssd1b_model._generate_image_name(task) assert isinstance(img_name, str) assert len(img_name) > 0 def test_ssd1b_set_width_height(ssd1b_model, mocker): img = mocker.MagicMock() width, height = 800, 600 result = ssd1b_model.set_width_height(img, width, height) assert result == img.resize.return_value def test_ssd1b_read_img(ssd1b_model, mocker): img = mocker.MagicMock() result = ssd1b_model.read_img(img) assert result == img.open.return_value def test_ssd1b_convert_to_bytesio(ssd1b_model, mocker): img = mocker.MagicMock() img_format = "PNG" result = ssd1b_model.convert_to_bytesio(img, img_format) assert isinstance(result, bytes) def test_ssd1b_save_image(ssd1b_model, mocker, tmp_path): img = mocker.MagicMock() img_name = "test.png" save_path = tmp_path / img_name ssd1b_model._download_image(img, img_name, save_path) assert save_path.exists() def test_ssd1b_repr_str(ssd1b_model): task = "A painting of a dog" image_url = ssd1b_model(task) assert repr(ssd1b_model) == f"SSD1B(image_url={image_url})" assert str(ssd1b_model) == f"SSD1B(image_url={image_url})"