pytest · fixtures · parametrize

The de-facto Python test runner. Terser and more powerful than unittest.

1. Install

uv add --dev pytest pytest-asyncio pytest-cov

[tool.pytest.ini_options]
asyncio_mode = "auto"
testpaths = ["tests"]
addopts = "-v --tb=short"

2. First test

def test_addition():
    assert 1 + 1 == 2

3. parametrize

import pytest

@pytest.mark.parametrize("a, b, expected", [
    (1, 1, 2),
    (2, 3, 5),
    (-1, 1, 0),
])
def test_add(a, b, expected):
    assert a + b == expected

4. Fixtures

# tests/conftest.py
import pytest
from httpx import AsyncClient

@pytest.fixture
async def client():
    from main import app
    async with AsyncClient(app=app, base_url="http://test") as c:
        yield c

async def test_create_user(client):
    r = await client.post("/users", json={"email": "x"})
    assert r.status_code == 201

5. Fixture scope

@pytest.fixture(scope="session")
def db_engine(): ...

@pytest.fixture(scope="function")
def db_session(db_engine): ...

Expensive resources in session, mutable state in function.

6. Async tests

import pytest
pytestmark = pytest.mark.asyncio

async def test_async_fn():
    result = await async_compute()
    assert result == 42

7. mocker — pytest-mock

def test_send_email(mocker):
    mock = mocker.patch("app.mail.send_mail")
    process_signup("user@example.com")
    mock.assert_called_once_with("user@example.com", subject=mocker.ANY)

8. Coverage

uv run pytest --cov=app --cov-report=term-missing --cov-report=html

9. Gotchas

• Fixture name mismatch with parameter
• Mutating a session-scope fixture contaminates later tests
• Running async tests sync — configure asyncio_mode or use the marker
• Circular fixtures

10. Fast runs

pytest -x                  # stop on first failure
pytest -k "test_user"      # name filter
pytest --lf                # rerun last failed
pytest -n auto             # parallel (pytest-xdist)

Closing

Fixtures + parametrize are what pull pytest ahead of vitest for backend work.

Next

• 04-testcontainers