From b5059e305460d57d7e9c11f227527334549da6fb Mon Sep 17 00:00:00 2001 From: llbbl Date: Wed, 25 Jun 2025 14:13:56 -0500 Subject: [PATCH] feat: Set up comprehensive Python testing infrastructure with Poetry - Migrated from setuptools to Poetry for modern dependency management - Added pytest, pytest-cov, and pytest-mock as development dependencies - Configured pytest with custom markers (unit, integration, slow) - Set up coverage reporting with HTML and XML output formats - Created test directory structure with conftest.py and shared fixtures - Added validation tests to verify testing infrastructure - Updated .gitignore with testing artifacts and Claude settings - Note: xformers dependency commented out due to build issues - Coverage threshold temporarily set to 0% (change to 80% when adding tests) --- .gitignore | 100 + poetry.lock | 4711 ++++++++++++++++++++++++++++++++ pyproject.toml | 122 + tests/__init__.py | 0 tests/conftest.py | 160 ++ tests/integration/__init__.py | 0 tests/test_setup_validation.py | 130 + tests/unit/__init__.py | 0 8 files changed, 5223 insertions(+) create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 tests/__init__.py create mode 100644 tests/conftest.py create mode 100644 tests/integration/__init__.py create mode 100644 tests/test_setup_validation.py create mode 100644 tests/unit/__init__.py diff --git a/.gitignore b/.gitignore index d66773e..e9860a1 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,104 @@ +# IDE files .idea/ +.vscode/ +*.swp +*.swo +*~ + +# Python __pycache__/ +*.py[cod] +*$py.class +*.so +*.egg *.egg-info/ +dist/ +build/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# Testing +.pytest_cache/ +.coverage +.coverage.* +htmlcov/ +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.tox/ +nosetests.xml +coverage.xml +*.cover +.hypothesis/ + +# Virtual environments +venv/ +ENV/ 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"raise NotImplementedError", + "if __name__ == .__main__.:", + "if TYPE_CHECKING:", + "if typing.TYPE_CHECKING:", + "@abstractmethod" +] + +[tool.coverage.html] +directory = "htmlcov" + +[tool.coverage.xml] +output = "coverage.xml" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" \ No newline at end of file diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/conftest.py b/tests/conftest.py new file mode 100644 index 0000000..c1e435c --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,160 @@ +""" +Shared pytest fixtures and configuration for all tests. +""" +import os +import shutil +import tempfile +from pathlib import Path +from typing import Generator, Dict, Any +from unittest.mock import MagicMock + +import pytest +import torch + + +@pytest.fixture +def temp_dir() -> Generator[Path, None, None]: + """Create a temporary directory for test files.""" + temp_path = Path(tempfile.mkdtemp()) + yield temp_path + shutil.rmtree(temp_path) + + +@pytest.fixture +def mock_config() -> Dict[str, Any]: + """Provide a mock configuration dictionary.""" + return { + "model_name": "test_model", + "model_version": "1.0.0", + "batch_size": 32, + "learning_rate": 0.001, + "num_epochs": 10, + "device": "cpu", + "seed": 42, + "output_dir": "/tmp/test_output" + } + + +@pytest.fixture +def sample_tensor() -> torch.Tensor: + """Provide a sample tensor for testing.""" + return torch.randn(2, 3, 224, 224) + + +@pytest.fixture +def sample_text_data() -> list: + """Provide sample text data for testing.""" + return [ + "This is a test sentence.", + "Another example for testing.", + "Machine learning is fascinating." + ] + + +@pytest.fixture +def mock_model(): + """Provide a mock model object.""" + model = MagicMock() + model.forward = MagicMock(return_value=torch.randn(2, 10)) + model.eval = MagicMock() + model.train = MagicMock() + model.parameters = MagicMock(return_value=[torch.randn(10, 10)]) + return model + + +@pytest.fixture +def mock_tokenizer(): + """Provide a mock tokenizer object.""" + tokenizer = MagicMock() + tokenizer.encode = MagicMock(return_value=[101, 2023, 2003, 102]) + tokenizer.decode = MagicMock(return_value="This is decoded text") + tokenizer.pad_token_id = 0 + tokenizer.eos_token_id = 102 + return tokenizer + + +@pytest.fixture +def sample_image_path(temp_dir: Path) -> Path: + """Create a temporary image file for testing.""" + import numpy as np + from PIL import Image + + image_path = temp_dir / "test_image.png" + img_array = np.random.randint(0, 255, (224, 224, 3), dtype=np.uint8) + img = Image.fromarray(img_array) + img.save(image_path) + return image_path + + +@pytest.fixture +def environment_variables(): + """Temporarily set environment variables for testing.""" + original_env = os.environ.copy() + + def _set_env(**kwargs): + os.environ.update(kwargs) + return os.environ + + yield _set_env + + # Restore original environment + os.environ.clear() + os.environ.update(original_env) + + +@pytest.fixture +def mock_api_response(): + """Provide a mock API response.""" + return { + "status": "success", + "data": { + "id": "12345", + "result": "Test result", + "metadata": { + "timestamp": "2024-01-01T00:00:00Z", + "version": "1.0" + } + } + } + + +@pytest.fixture(autouse=True) +def reset_random_seeds(): + """Reset random seeds before each test for reproducibility.""" + import random + import numpy as np + + random.seed(42) + np.random.seed(42) + torch.manual_seed(42) + if torch.cuda.is_available(): + torch.cuda.manual_seed_all(42) + + +@pytest.fixture +def capture_logs(): + """Capture log messages during tests.""" + import logging + from io import StringIO + + log_capture = StringIO() + handler = logging.StreamHandler(log_capture) + handler.setLevel(logging.DEBUG) + + logger = logging.getLogger() + logger.addHandler(handler) + logger.setLevel(logging.DEBUG) + + yield log_capture + + logger.removeHandler(handler) + + +def pytest_configure(config): + """Configure pytest with custom settings.""" + config.addinivalue_line( + "markers", "gpu: mark test as requiring GPU" + ) + config.addinivalue_line( + "markers", "network: mark test as requiring network access" + ) \ No newline at end of file diff --git a/tests/integration/__init__.py b/tests/integration/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/test_setup_validation.py b/tests/test_setup_validation.py new file mode 100644 index 0000000..b0fb45a --- /dev/null +++ b/tests/test_setup_validation.py @@ -0,0 +1,130 @@ +""" +Validation tests to ensure the testing infrastructure is properly configured. +""" +import sys +from pathlib import Path + +import pytest +import torch + + +class TestSetupValidation: + """Validate that the testing infrastructure is properly set up.""" + + @pytest.mark.unit + def test_pytest_is_importable(self): + """Test that pytest can be imported.""" + import pytest + assert pytest is not None + + @pytest.mark.unit + def test_fixtures_are_available(self, temp_dir, mock_config): + """Test that custom fixtures are available and working.""" + assert isinstance(temp_dir, Path) + assert temp_dir.exists() + assert isinstance(mock_config, dict) + assert "model_name" in mock_config + + @pytest.mark.unit + def test_project_structure(self): + """Test that the project structure is correct.""" + project_root = Path(__file__).parent.parent + assert (project_root / "ovis").exists() + assert (project_root / "pyproject.toml").exists() + assert (project_root / "tests").exists() + assert (project_root / "tests" / "conftest.py").exists() + + @pytest.mark.unit + def test_coverage_is_working(self): + """Test that coverage reporting is configured.""" + # This test will be included in coverage + result = 1 + 1 + assert result == 2 + + @pytest.mark.unit + def test_mocking_is_available(self, mocker): + """Test that pytest-mock is working.""" + mock_func = mocker.Mock(return_value=42) + assert mock_func() == 42 + mock_func.assert_called_once() + + @pytest.mark.unit + def test_markers_are_defined(self, request): + """Test that custom markers are properly defined.""" + markers = [marker.name for marker in request.node.iter_markers()] + assert "unit" in markers + + @pytest.mark.integration + def test_integration_marker(self): + """Test that integration marker works.""" + assert True + + @pytest.mark.slow + def test_slow_marker(self): + """Test that slow marker works.""" + import time + time.sleep(0.1) # Simulate slow test + assert True + + @pytest.mark.unit + def test_torch_fixtures(self, sample_tensor): + """Test that torch-related fixtures work.""" + assert isinstance(sample_tensor, torch.Tensor) + assert sample_tensor.shape == (2, 3, 224, 224) + + @pytest.mark.unit + def test_mock_model_fixture(self, mock_model): + """Test that mock model fixture works.""" + output = mock_model.forward(torch.randn(2, 10)) + assert isinstance(output, torch.Tensor) + mock_model.forward.assert_called_once() + + @pytest.mark.unit + def test_environment_fixture(self, environment_variables): + """Test that environment variable fixture works.""" + environment_variables(TEST_VAR="test_value") + import os + assert os.environ.get("TEST_VAR") == "test_value" + + @pytest.mark.unit + def test_log_capture_fixture(self, capture_logs): + """Test that log capture fixture works.""" + import logging + logger = logging.getLogger(__name__) + logger.info("Test log message") + + log_content = capture_logs.getvalue() + assert "Test log message" in log_content + + @pytest.mark.parametrize("input_val,expected", [ + (1, 2), + (2, 4), + (3, 6), + ]) + def test_parametrize_works(self, input_val, expected): + """Test that parametrize decorator works.""" + assert input_val * 2 == expected + + +class TestCoverageExclusions: + """Test coverage exclusions are properly configured.""" + + def test_abstract_method_excluded(self): + """Test that abstract methods are excluded from coverage.""" + from abc import ABC, abstractmethod + + class AbstractClass(ABC): + @abstractmethod + def abstract_method(self): # pragma: no cover + pass + + assert True + + def test_type_checking_excluded(self): + """Test that TYPE_CHECKING blocks are excluded.""" + from typing import TYPE_CHECKING + + if TYPE_CHECKING: # This should be excluded from coverage + import some_module_that_doesnt_exist + + assert True \ No newline at end of file diff --git a/tests/unit/__init__.py b/tests/unit/__init__.py new file mode 100644 index 0000000..e69de29