From 4ba5f59139147845750c97ffae789d42b78feb29 Mon Sep 17 00:00:00 2001 From: llbbl Date: Sat, 14 Jun 2025 08:59:37 -0500 Subject: [PATCH] feat: Set up complete Python testing infrastructure with Poetry - Added Poetry as package manager with pyproject.toml configuration - Configured pytest with coverage reporting and custom markers - Created test directory structure with shared fixtures - Updated .gitignore with testing and Claude-specific entries - Added validation tests to verify setup functionality --- .gitignore | 72 +- poetry.lock | 1409 ++++++++++++++++++++++++++++++++ pyproject.toml | 77 ++ tests/__init__.py | 0 tests/conftest.py | 132 +++ tests/integration/__init__.py | 0 tests/test_setup_validation.py | 106 +++ tests/unit/__init__.py | 0 8 files changed, 1793 insertions(+), 3 deletions(-) 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 f12f44a..4b7a48a 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,71 @@ +# IDE files .idea -venv -models +.vscode +*.swp +*.swo +*~ + +# Virtual environments +venv/ +env/ +ENV/ +virtualenv/ +.venv/ + +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg + +# Testing +.pytest_cache/ +.coverage +htmlcov/ +coverage.xml +*.cover +.hypothesis/ +.tox/ +.nox/ + +# Model files +models/ gpt2-pytorch_model.bin -__pycache__ \ No newline at end of file +*.ckpt +*.pt +*.pth + +# Claude +.claude/* + +# Jupyter +.ipynb_checkpoints/ +*.ipynb_checkpoints + +# OS files +.DS_Store +Thumbs.db + +# Logs +*.log + +# Package manager +# Note: Do NOT ignore poetry.lock or uv.lock +dist/ +*.whl \ No newline at end of file diff --git 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"*/site-packages/*", + "*/venv/*", + "*/virtualenv/*" +] + +[tool.coverage.report] +exclude_lines = [ + "pragma: no cover", + "def __repr__", + "def __str__", + "raise AssertionError", + "raise NotImplementedError", + "if __name__ == .__main__.:", + "if TYPE_CHECKING:", + "class .*\\bProtocol\\):" +] +precision = 2 +show_missing = true + +[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..82cc418 --- /dev/null +++ b/tests/conftest.py @@ -0,0 +1,132 @@ +""" +Shared pytest fixtures and configuration for all tests. +""" +import os +import tempfile +from pathlib import Path +from typing import Generator, Dict, Any +import json +import shutil + +import pytest + + +@pytest.fixture +def temp_dir() -> Generator[Path, None, None]: + """Create a temporary directory for test files.""" + with tempfile.TemporaryDirectory() as tmpdir: + yield Path(tmpdir) + + +@pytest.fixture +def mock_config() -> Dict[str, Any]: + """Provide a mock configuration dictionary for GPT2 model testing.""" + return { + "n_vocab": 50257, + "n_ctx": 1024, + "n_embd": 768, + "n_head": 12, + "n_layer": 12, + "embd_pdrop": 0.1, + "resid_pdrop": 0.1, + "attn_pdrop": 0.1, + "layer_norm_epsilon": 1e-5, + "initializer_range": 0.02, + "summary_type": "cls_index", + "summary_use_proj": True, + "summary_activation": None, + "summary_proj_to_labels": True, + "summary_first_dropout": 0.1 + } + + +@pytest.fixture +def sample_text() -> str: + """Provide sample text for testing text generation.""" + return "The quick brown fox jumps over the lazy dog" + + +@pytest.fixture +def mock_model_files(temp_dir: Path) -> Dict[str, Path]: + """Create mock model files in a temporary directory.""" + model_dir = temp_dir / "model" + model_dir.mkdir() + + # Create mock encoder.json + encoder_data = { + "the": 262, + "quick": 2068, + "brown": 7586, + "fox": 21831, + "jumps": 18045, + "over": 625, + "lazy": 16931, + "dog": 3290, + "<|endoftext|>": 50256 + } + encoder_path = model_dir / "encoder.json" + with open(encoder_path, 'w') as f: + json.dump(encoder_data, f) + + # Create mock vocab.bpe + vocab_bpe_path = model_dir / "vocab.bpe" + with open(vocab_bpe_path, 'w') as f: + f.write("#version: 0.2\n") + f.write("Ġ t\n") + f.write("Ġ a\n") + f.write("h e\n") + + # Create mock hparams.json + hparams_path = model_dir / "hparams.json" + with open(hparams_path, 'w') as f: + json.dump({ + "n_vocab": 50257, + "n_ctx": 1024, + "n_embd": 768, + "n_head": 12, + "n_layer": 12 + }, f) + + return { + "model_dir": model_dir, + "encoder": encoder_path, + "vocab_bpe": vocab_bpe_path, + "hparams": hparams_path + } + + +@pytest.fixture +def mock_checkpoint_path(temp_dir: Path) -> Path: + """Create a mock checkpoint file path.""" + checkpoint_dir = temp_dir / "checkpoint" + checkpoint_dir.mkdir() + checkpoint_path = checkpoint_dir / "model.ckpt" + # Create an empty file to simulate checkpoint + checkpoint_path.touch() + return checkpoint_path + + +@pytest.fixture(autouse=True) +def cleanup_cache(): + """Clean up any test cache files after each test.""" + yield + # Cleanup logic if needed + cache_dirs = [".pytest_cache", "__pycache__"] + for cache_dir in cache_dirs: + if os.path.exists(cache_dir): + shutil.rmtree(cache_dir, ignore_errors=True) + + +@pytest.fixture +def capture_stdout(monkeypatch): + """Capture stdout for testing print outputs.""" + import io + import sys + + captured_output = io.StringIO() + monkeypatch.setattr(sys, 'stdout', captured_output) + + def get_output(): + return captured_output.getvalue() + + return get_output \ 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..288660b --- /dev/null +++ b/tests/test_setup_validation.py @@ -0,0 +1,106 @@ +""" +Validation tests to ensure the testing infrastructure is properly set up. +""" +import pytest +import sys +from pathlib import Path + + +class TestSetupValidation: + """Test class to validate the testing setup.""" + + @pytest.mark.unit + def test_pytest_is_installed(self): + """Verify pytest is installed and importable.""" + import pytest + assert pytest.__version__ + + @pytest.mark.unit + def test_coverage_is_installed(self): + """Verify pytest-cov is installed.""" + import pytest_cov + assert pytest_cov + + @pytest.mark.unit + def test_mock_is_installed(self): + """Verify pytest-mock is installed.""" + import pytest_mock + assert pytest_mock + + @pytest.mark.unit + def test_project_structure_exists(self): + """Verify the project structure is set up correctly.""" + project_root = Path(__file__).parent.parent + + # Check main directories exist + assert (project_root / "GPT2").exists() + assert (project_root / "tests").exists() + assert (project_root / "tests" / "unit").exists() + assert (project_root / "tests" / "integration").exists() + + # Check __init__.py files exist + assert (project_root / "tests" / "__init__.py").exists() + assert (project_root / "tests" / "unit" / "__init__.py").exists() + assert (project_root / "tests" / "integration" / "__init__.py").exists() + + @pytest.mark.unit + def test_conftest_fixtures(self, temp_dir, mock_config, sample_text): + """Test that conftest fixtures are working properly.""" + # Test temp_dir fixture + assert temp_dir.exists() + assert temp_dir.is_dir() + + # Test mock_config fixture + assert isinstance(mock_config, dict) + assert "n_vocab" in mock_config + assert mock_config["n_vocab"] == 50257 + + # Test sample_text fixture + assert isinstance(sample_text, str) + assert len(sample_text) > 0 + + @pytest.mark.unit + def test_mock_model_files_fixture(self, mock_model_files): + """Test the mock_model_files fixture creates necessary files.""" + assert mock_model_files["model_dir"].exists() + assert mock_model_files["encoder"].exists() + assert mock_model_files["vocab_bpe"].exists() + assert mock_model_files["hparams"].exists() + + @pytest.mark.unit + def test_gpt2_module_importable(self): + """Test that GPT2 module can be imported.""" + # Add parent directory to path if not already there + project_root = Path(__file__).parent.parent + if str(project_root) not in sys.path: + sys.path.insert(0, str(project_root)) + + # Try importing GPT2 modules + import GPT2.config + import GPT2.encoder + import GPT2.model + import GPT2.utils + import GPT2.sample + + assert GPT2.config + assert GPT2.encoder + assert GPT2.model + assert GPT2.utils + assert GPT2.sample + + @pytest.mark.integration + def test_pytest_markers_configured(self): + """Test that custom pytest markers are properly configured.""" + # This test itself uses the integration marker + # If it runs, the marker is configured correctly + assert True + + @pytest.mark.slow + def test_slow_marker_configured(self): + """Test that the slow marker is configured.""" + # This test uses the slow marker + import time + start = time.time() + time.sleep(0.1) # Simulate slow test + elapsed = time.time() - start + assert elapsed >= 0.1 \ 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