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JacobCoffeeclaude
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perf: optimize pytest speed with collection and parallel execution improvements (#124)
Co-authored-by: Claude <[email protected]>
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.github/workflows/ci.yml

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jobs:
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validate:
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runs-on: ubuntu-latest
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env:
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PYTHONDONTWRITEBYTECODE: 1
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steps:
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- uses: actions/checkout@v5
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defaults:
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run:
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shell: bash
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env:
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PYTHONDONTWRITEBYTECODE: 1
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steps:
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- name: Check out repository
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uses: actions/checkout@v5

Makefile

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type-check: ## Run ty type checker
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@$(UV) run --no-sync ty check
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# PYTHONDONTWRITEBYTECODE is set inline for test targets to prevent .pyc generation
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# during testing, which reduces I/O overhead. It's NOT set globally to avoid affecting
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# dev servers, docker builds, and other targets that benefit from .pyc caching.
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test: ## Run the tests
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@$(UV) run --no-sync pytest
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@PYTHONDONTWRITEBYTECODE=1 $(UV) run --no-sync pytest
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coverage: ## Run the tests and generate coverage report
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@$(UV) run --no-sync pytest --cov=byte_bot
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@$(UV) run --no-sync coverage html
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@PYTHONDONTWRITEBYTECODE=1 $(UV) run --no-sync pytest --cov=byte_bot
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@PYTHONDONTWRITEBYTECODE=1 $(UV) run --no-sync coverage html
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@$(UV) run --no-sync coverage xml
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check-all: lint type-check fmt test ## Run all linting, formatting, and tests

pyproject.toml

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"pytest-mock>=3.12.0",
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"hypothesis>=6.92.0",
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"pytest-asyncio>=0.23.2",
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"pytest-socket>=0.7.0",
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"pytest-xdist>=3.6.1",
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# - Documentation
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"sphinx>=7.2.6",
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"sphinx-autobuild>=2021.3.14",
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python_classes = ["Test*"]
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python_functions = ["test_*"]
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env_files = [".env.test"]
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norecursedirs = [".*", "*.egg-info", ".git", ".tox", "node_modules", "worktrees", "docs", ".venv", "htmlcov"]
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addopts = [
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"-v",
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"--strict-markers",
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"--cov-report=term-missing",
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"--cov-report=html",
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"--cov-report=xml",
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"-p", "no:doctest",
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"-p", "no:pastebin",
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"-p", "no:legacypath",
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"--disable-socket",
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"--allow-unix-socket",
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]
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markers = [
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"asyncio: mark test as async",
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"unit: mark test as unit test",
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"integration: mark test as integration test",
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"enable_socket: mark test as needing network access",
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]
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filterwarnings = [
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"ignore::DeprecationWarning:pkg_resources.*",

tests/README.md

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## Performance
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Current test execution time: ~0.4-0.6 seconds for all 75 tests
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Current test execution time (1036 tests total):
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- **Collection**: ~1.18s
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- **Sequential execution**: ~23s
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- **Parallel execution** (`pytest -n auto`): ~10s (58% faster)
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- Unit tests: ~0.1s
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- Integration tests: ~0.3s (includes database setup/teardown)
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### Performance Optimizations
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Following best practices from [awesome-pytest-speedup](https://github.com/zupo/awesome-pytest-speedup), we've implemented several optimizations:
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#### 1. PYTHONDONTWRITEBYTECODE=1
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- **Impact**: Reduces I/O overhead during test runs
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- **Location**: Scoped to test targets in `Makefile`, set globally in `.github/workflows/ci.yml`
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- Prevents `.pyc` file generation during testing
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- **Note**: NOT set globally to avoid affecting dev servers, Docker builds, and other targets that benefit from .pyc caching
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#### 2. Disabled Unnecessary Builtin Plugins
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- **Impact**: Faster collection
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- **Disabled**: `doctest`, `pastebin`, `legacypath`
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- **Config**: `pyproject.toml``addopts`
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#### 3. Collection Optimization
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- **Impact**: 25% faster collection
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- **Method**: `norecursedirs` excludes `.git`, `node_modules`, `docs`, `.venv`, etc.
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- **Config**: `pyproject.toml``norecursedirs`
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#### 4. Network Access Prevention (pytest-socket)
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- **Impact**: Catches inadvertent network calls in unit tests
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- **Usage**: Tests needing network access: `@pytest.mark.enable_socket`
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- **Config**: `--disable-socket --allow-unix-socket` (allows DB connections)
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#### 5. Parallel Execution (pytest-xdist)
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- **Impact**: 58% faster execution on multi-core systems
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- **Usage**: `pytest -n auto` (opt-in, not default)
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- **Note**: Some tests may have race conditions when run in parallel
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### Performance Comparison
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```
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┌─────────────────────────────────────────────────────────────┐
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│ Pytest Performance Metrics (1036 tests) │
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├─────────────────────────────────────────────────────────────┤
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│ │
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│ Collection Time: │
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│ ├─ Before: 1.58s ████████████████ │
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│ └─ After: 1.18s ███████████▓ (-25%) │
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│ │
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│ Test Execution: │
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│ ├─ Sequential: ~23s ██████████████████████████████████ │
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│ └─ Parallel: ~10s █████████████▓ (-58%) │
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│ │
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│ Total Time (with parallel): │
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│ ├─ Before: ~25s ██████████████████████████████████ │
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│ └─ After: ~11s ██████████████▓ (-56%) │
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│ │
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└─────────────────────────────────────────────────────────────┘
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```
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### Running Tests with Parallelization
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```bash
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# Default: Sequential (safer, no race conditions)
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make test
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# Parallel: Use all CPU cores (faster)
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pytest -n auto
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# Parallel: Use specific number of workers
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pytest -n 4
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# Quick feedback: Run only failed tests
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pytest --lf
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# Quick feedback: Run failed first, then rest
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pytest --ff
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```
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**Note**: If tests fail with `-n auto` but pass sequentially, this indicates race conditions or shared state between tests.
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### Future Optimization Opportunities
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Based on [awesome-pytest-speedup](https://github.com/zupo/awesome-pytest-speedup):
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1. **Database optimization**: Use transaction rollback pattern instead of recreation
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2. **Selective execution**: `pytest-testmon` to run only tests affected by code changes
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3. **Test categorization**: `pytest-skip-slow` to skip slow tests by default
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4. **CI parallelization**: `pytest-split` to distribute tests across multiple CI runners
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## Documentation
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uv.lock

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