Skills Development Generate Production Pytest Tests

Generate Production Pytest Tests

v20260701
pytest-skill
This skill generates comprehensive, production-grade unit and integration tests using the Python pytest framework. It covers advanced patterns such as fixtures (with scope and teardown), parametrization, custom markers, mocking external dependencies, and best practices for writing robust and maintainable test suites. Use this when implementing detailed test coverage for Python code.
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Overview

Pytest Testing Skill

When to Use

Use this skill when you need generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. Use when user mentions "pytest", "conftest", "@pytest.fixture", "@pytest.mark", "Python test". Triggers on: "pytest", "conftest", "Python test", "parametrize", "Python...

Core Patterns

Basic Test

import pytest

def test_addition():
    assert 2 + 3 == 5

def test_exception():
    with pytest.raises(ValueError, match="invalid"):
        int("not_a_number")

class TestCalculator:
    def test_add(self):
        calc = Calculator()
        assert calc.add(2, 3) == 5

    def test_divide_by_zero(self):
        with pytest.raises(ZeroDivisionError):
            Calculator().divide(10, 0)

Fixtures

@pytest.fixture
def calculator():
    return Calculator()

@pytest.fixture
def db_connection():
    conn = Database.connect("test_db")
    yield conn  # teardown after yield
    conn.rollback()
    conn.close()

@pytest.fixture(scope="module")
def api_client():
    client = APIClient(base_url="http://localhost:8000")
    yield client
    client.logout()

# conftest.py - shared fixtures
@pytest.fixture(autouse=True)
def reset_state():
    State.reset()
    yield
    State.cleanup()

# Usage
def test_add(calculator):
    assert calculator.add(2, 3) == 5

Parametrize

@pytest.mark.parametrize("input,expected", [
    ("hello", 5), ("", 0), ("pytest", 6),
])
def test_string_length(input, expected):
    assert len(input) == expected

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

Markers

@pytest.mark.slow
def test_large_dataset(): ...

@pytest.mark.skip(reason="Not implemented")
def test_future_feature(): ...

@pytest.mark.skipif(sys.platform == "win32", reason="Unix only")
def test_unix_permissions(): ...

@pytest.mark.xfail(reason="Known bug #123")
def test_known_bug(): ...

Mocking

from unittest.mock import patch, MagicMock

def test_send_email(mocker):
    mock_smtp = mocker.patch("myapp.email.smtplib.SMTP")
    send_welcome_email("user@test.com")
    mock_smtp.return_value.sendmail.assert_called_once()

def test_api_call(mocker):
    mock_response = mocker.Mock()
    mock_response.status_code = 200
    mock_response.json.return_value = {"users": [{"name": "Alice"}]}
    mocker.patch("myapp.service.requests.get", return_value=mock_response)
    users = get_users()
    assert len(users) == 1

@patch("myapp.service.database")
def test_save_user(mock_db):
    mock_db.save.return_value = True
    assert save_user({"name": "Alice"}) is True
    mock_db.save.assert_called_once()

Assertions

assert x == y
assert x != y
assert x in collection
assert isinstance(obj, MyClass)
assert 0.1 + 0.2 == pytest.approx(0.3)

with pytest.raises(ValueError) as exc_info:
    raise ValueError("bad")
assert "bad" in str(exc_info.value)

Anti-Patterns

Bad Good Why
self.assertEqual() assert x == y pytest rewrites give better output
Setup in __init__ @pytest.fixture Lifecycle management
Global state Fixture with yield Proper cleanup
Huge test functions Small focused tests Easier debugging

Quick Reference

Task Command
Run all pytest
Run file pytest tests/test_login.py
Run specific pytest tests/test_login.py::test_login_success
By marker pytest -m slow
By keyword pytest -k "login and not invalid"
Verbose pytest -v
Stop first fail pytest -x
Last failed pytest --lf
Coverage pytest --cov=myapp --cov-report=html
Parallel pytest -n auto (pytest-xdist)

pyproject.toml

[tool.pytest.ini_options]
testpaths = ["tests"]
markers = ["slow: slow tests", "integration: integration tests"]
addopts = "-v --tb=short"

Deep Patterns

For production-grade patterns, see reference/playbook.md:

Section What's Inside
§1 Config pytest.ini + pyproject.toml with markers, coverage
§2 Fixtures Scoping, factories, teardown, autouse, tmp_path
§3 Parametrize Basic, with IDs, cartesian, indirect
§4 Mocking pytest-mock, monkeypatch, spies, env vars
§5 Async pytest-asyncio, async fixtures, async client
§6 Exceptions pytest.raises(match=), warnings
§7 Markers & Plugins Custom markers, collection hooks
§8 Class-Based Nested classes, autouse setup
§9 CI/CD GitHub Actions matrix, coverage gates
§10 Debugging Table 10 common problems with fixes
§11 Best Practices 15-item production checklist

Limitations

  • Use this skill only when the task clearly matches its upstream source and local project context.
  • Verify commands, generated code, dependencies, credentials, and external service behavior before applying changes.
  • Do not treat examples as a substitute for environment-specific tests, security review, or user approval for destructive or costly actions.
Info
Category Development
Name pytest-skill
Version v20260701
Size 5.66KB
Updated At 2026-07-02
Language