{"slug":"pramoddutta-pytest-patterns","name":"pytest-patterns","description":"Python testing skill using pytest, covering fixtures, parametrize, markers, conftest, plugins, mocking, and advanced testing patterns.","long_description":"---\nname: pytest-patterns\ndescription: Python testing skill using pytest, covering fixtures, parametrize, markers, conftest, plugins, mocking, and advanced testing patterns.\nlicense: MIT\nmetadata:\n author: thetestingacademy\n version: 1.0.0\n source: https://qaskills.sh/skills/thetestingacademy/pytest-patterns\n---\n\n# Pytest Patterns Skill\n\nYou are an expert Python developer specializing in testing with pytest. When the user asks you to write, review, or debug pytest tests, follow these detailed instructions.\n\n## Core Principles\n\n1. **Convention over configuration** -- pytest discovers tests automatically by naming conventions.\n2. **Fixtures for setup** -- Use fixtures instead of setUp/tearDown methods.\n3. **Parametrize for coverage** -- Use `@pytest.mark.parametrize` for data-driven tests.\n4. **Descriptive test names** -- Function names should describe the expected behavior.\n5. **Minimal test scope** -- Each test verifies one behavior.\n\n## Project Structure\n\n```\nproject/\n src/\n myapp/\n __init__.py\n services/\n user_service.py\n order_service.py\n models/\n user.py\n utils/\n validators.py\n tests/\n __init__.py\n conftest.py\n unit/\n __init__.py\n test_user_service.py\n test_validators.py\n integration/\n __init__.py\n conftest.py\n test_user_api.py\n fixtures/\n user_fixtures.py\n pyproject.toml\n pytest.ini\n```\n\n## Configuration\n\n```ini\n# pytest.ini\n[pytest]\ntestpaths = tests\npython_files = test_*.py\npython_classes = Test*\npython_functions = test_*\naddopts = -v --tb=short --strict-markers\nmarkers =\n slow: marks tests as slow (deselect with '-m \"not slow\"')\n integration: marks integration tests\n smoke: marks smoke tests\n unit: marks unit tests\n```\n\n```toml\n# pyproject.toml\n[tool.pytest.ini_options]\ntestpaths = [\"tests\"]\naddopts = \"-v --tb=short --strict-markers --cov=src --cov-report=term-missing\"\nmarkers = [\n \"slow: marks tests as slow\",\n \"integration: marks integration tests\",\n \"smoke: marks smoke tests\",\n]\n\n[tool.coverage.run]\nsource = [\"src\"]\nomit = [\"tests/*\", \"*/__init__.py\"]\n\n[tool.coverage.report]\nfail_under = 80\nshow_missing = true\n```\n\n## Fixtures\n\n### Basic Fixtures\n\n```python\n# conftest.py\nimport pytest\nfrom myapp.services.user_service import UserService\nfrom myapp.models.user import User\n\n\n@pytest.fixture\ndef sample_user():\n \"\"\"Create a sample user for testing.\"\"\"\n return User(\n id=\"user-123\",\n email=\"test@example.com\",\n name=\"Test User\",\n role=\"user\",\n )\n\n\n@pytest.fixture\ndef admin_user():\n \"\"\"Create an admin user for testing.\"\"\"\n return User(\n id=\"admin-123\",\n email=\"admin@example.com\",\n name=\"Admin User\",\n role=\"admin\",\n )\n\n\n@pytest.fixture\ndef user_service(mock_user_repo, mock_email_service):\n \"\"\"Create UserService with mocked dependencies.\"\"\"\n return UserService(\n user_repo=mock_user_repo,\n email_service=mock_email_service,\n )\n```\n\n### Fixture Scopes\n\n```python\n@pytest.fixture(scope=\"session\")\ndef database_connection():\n \"\"\"Create a database connection once for the entire test session.\"\"\"\n conn = create_connection(\"test_db\")\n yield conn\n conn.close()\n\n\n@pytest.fixture(scope=\"module\")\ndef test_data(database_connection):\n \"\"\"Seed test data once per module.\"\"\"\n seed_test_data(database_connection)\n yield\n cleanup_test_data(database_connection)\n\n\n@pytest.fixture(scope=\"function\") # default scope\ndef fresh_user():\n \"\"\"Create a fresh user for each test function.\"\"\"\n return create_user(email=f\"test-{uuid4()}@example.com\")\n\n\n@pytest.fixture(scope=\"class\")\ndef shared_resource():\n \"\"\"Share a resource across all methods in a test class.\"\"\"\n resource = create_expensive_resource()\n yield resource\n resource.cleanup()\n```\n\n### Fixture Factories\n\n```python\n@pytest.fixture\ndef make_user():\n \"\"\"Factory fixture that creates users with custom attributes.\"\"\"\n created_users = []\n\n def _make_user(\n email: str = None,\n name: str = \"Test User\",\n role: str = \"user\",\n ) -> User:\n user = User(\n id=str(uuid4()),\n email=email or f\"test-{uuid4()}@example.com\",\n name=name,\n role=role,\n )\n created_users.append(user)\n return user\n\n yield _make_user\n\n # Cleanup\n for user in created_users:\n try:\n delete_user(user.id)\n except Exception:\n pass\n\n\n# Usage in tests\ndef test_admin_permissions(make_user):\n admin = make_user(role=\"admin\")\n viewer = make_user(role=\"viewer\")\n assert admin.can_delete_users()\n assert not viewer.can_delete_users()\n```\n\n### Yield Fixtures (Setup/Teardown)\n\n```python\n@pytest.fixture\ndef temp_file(tmp_path):\n \"\"\"Create a temporary file and clean up after test.\"\"\"\n file_path = tmp_path / \"test_data.json\"\n file_path.write_text('{\"key\": \"value\"}')\n yield file_path\n # Teardown happens automatically (tmp_path handles cleanup)\n\n\n@pytest.fixture\ndef mock_server():\n \"\"\"Start a mock HTTP server for testing.\"\"\"\n server = MockServer(port=8089)\n server.start()\n yield server\n server.stop()\n\n\n@pytest.fixture\ndef db_transaction(database_connection):\n \"\"\"Wrap each test in a database transaction that rolls back.\"\"\"\n transaction = database_connection.begin()\n yield database_connection\n transaction.rollback()\n```\n\n## Parametrize\n\n### Basic Parametrize\n\n```python\n@pytest.mark.parametrize(\"email,expected\", [\n (\"user@example.com\", True),\n (\"first.last@domain.co.uk\", True),\n (\"user+tag@example.com\", True),\n (\"\", False),\n (\"not-an-email\", False),\n (\"@missing-local.com\", False),\n (\"missing-at.com\", False),\n])\ndef test_is_valid_email(email, expected):\n assert is_valid_email(email) == expected\n```\n\n### Multiple Parameters\n\n```python\n@pytest.mark.parametrize(\"a,b,expected\", [\n (1, 2, 3),\n (0, 0, 0),\n (-1, 1, 0),\n (100, 200, 300),\n])\ndef test_add(a, b, expected):\n assert add(a, b) == expected\n```\n\n### Parametrize with IDs\n\n```python\n@pytest.mark.parametrize(\n \"password,is_valid\",\n [\n pytest.param(\"SecurePass1!\", True, id=\"strong-password\"),\n pytest.param(\"short\", False, id=\"too-short\"),\n pytest.param(\"nouppercase1!\", False, id=\"no-uppercase\"),\n pytest.param(\"NOLOWERCASE1!\", False, id=\"no-lowercase\"),\n pytest.param(\"NoSpecialChar1\", False, id=\"no-special-char\"),\n ],\n)\ndef test_password_validation(password, is_valid):\n assert validate_password(password) == is_valid\n```\n\n### Combining Parametrize Decorators\n\n```python\n@pytest.mark.parametrize(\"method\", [\"GET\", \"POST\", \"PUT\", \"DELETE\"])\n@pytest.mark.parametrize(\"auth\", [True, False])\ndef test_api_endpoint_auth(method, auth, api_client):\n \"\"\"Test each HTTP method with and without authentication.\"\"\"\n response = api_client.request(method, \"/protected\", authenticated=auth)\n if auth:\n assert response.status_code != 401\n else:\n assert response.status_code == 401\n```\n\n## Markers\n\n```python\n# Define custom markers in conftest.py or pytest.ini\n\n@pytest.mark.slow\ndef test_large_file_processing():\n \"\"\"This test takes a long time to run.\"\"\"\n result = process_large_file(\"100mb_dataset.csv\")\n assert result.row_count == 1_000_000\n\n\n@pytest.mark.integration\ndef test_database_connection():\n \"\"\"Requires a running database.\"\"\"\n conn = connect_to_db()\n assert conn.is_connected()\n\n\n@pytest.mark.smoke\ndef test_health_check(api_client):\n \"\"\"Quick check that the service is running.\"\"\"\n response = api_client.get(\"/health\")\n assert response.status_code == 200\n\n\n@pytest.mark.skip(reason=\"Feature not yet implemented\")\ndef test_future_feature():\n pass\n\n\n@pytest.mark.skipif(\n sys.platform == \"win32\",\n reason=\"Not supported on Windows\"\n)\ndef test_unix_specific():\n pass\n\n\n@pytest.mark.xfail(reason=\"Known bug #1234\")\ndef test_known_issue():\n assert buggy_function() == expected_value\n```\n\n## Mocking with pytest-mock\n\n```python\n# Install: pip install pytest-mock\n\ndef test_create_user_sends_email(mocker, user_service):\n \"\"\"Verify that creating a user sends a welcome email.\"\"\"\n mock_send = mocker.patch.object(\n user_service.email_service,\n \"send_welcome_email\",\n )\n mocker.patch.object(\n user_service.user_repo,\n \"find_by_email\",\n return_value=None,\n )\n mocker.patch.object(\n user_service.user_repo,\n \"create\",\n return_value=User(id=\"1\", email=\"new@example.com\", name=\"New\"),\n )\n\n user_service.create_user(\"new@example.com\", \"New\")\n\n mock_send.assert_called_once_with(\"new@example.com\", \"New\")\n\n\ndef test_api_call_with_retry(mocker):\n \"\"\"Test that the function retries on failure.\"\"\"\n mock_get = mocker.patch(\"requests.get\")\n mock_get.side_effect = [\n ConnectionError(\"Failed\"),\n ConnectionError(\"Failed\"),\n mocker.Mock(status_code=200, json=lambda: {\"data\": \"success\"}),\n ]\n\n result = fetch_with_retry(\"/api/data\", max_retries=3)\n\n assert result == {\"data\": \"success\"}\n assert mock_get.call_count == 3\n\n\ndef test_datetime_mocking(mocker):\n \"\"\"Mock the current time for deterministic testing.\"\"\"\n fixed_now = datetime(2024, 6, 15, 12, 0, 0)\n mocker.patch(\"myapp.services.datetime\")\n mocker.patch(\"myapp.services.datetime.now\", return_value=fixed_now)\n\n result = get_greeting()\n assert result == \"Good afternoon\"\n```\n\n## Conftest Patterns\n\n```python\n# tests/conftest.py -- shared across all tests\n\nimport pytest\nfrom unittest.mock import MagicMock\n\n\n@pytest.fixture\ndef mock_user_repo():\n \"\"\"Create a mock UserRepository.\"\"\"\n repo = MagicMock()\n repo.find_by_email.return_value = None\n repo.find_by_id.return_value = None\n repo.create.side_effect = lambda data: {**data, \"id\": \"generated-id\"}\n return repo\n\n\n@pytest.fixture\ndef mock_email_service():\n \"\"\"Create a mock EmailService.\"\"\"\n return MagicMock()\n\n\n@pytest.fixture(autouse=True)\ndef reset_environment():\n \"\"\"Automatically reset environment state before each test.\"\"\"\n import os\n original_env = os.environ.copy()\n yield\n os.environ.clear()\n os.environ.update(original_env)\n```\n\n```python\n# tests/integration/conftest.py -- shared only within integration tests\n\nimport pytest\nimport httpx\n\n\n@pytest.fixture(scope=\"session\")\ndef api_base_url():\n return os.getenv(\"API_BASE_URL\", \"http://localhost:3000\")\n\n\n@pytest.fixture\ndef api_client(api_base_url):\n \"\"\"Create an HTTP client for API testing.\"\"\"\n with httpx.Client(base_url=api_base_url) as client:\n yield client\n\n\n@pytest.fixture\ndef auth_client(api_client, api_base_url):\n \"\"\"Create an authenticated HTTP client.\"\"\"\n response = api_client.post(\"/api/auth/login\", json={\n \"email\": \"admin@example.com\",\n \"password\": \"AdminPass123!\",\n })\n token = response.json()[\"token\"]\n\n with httpx.Client(\n base_url=api_base_url,\n headers={\"Authorization\": f\"Bearer {token}\"},\n ) as client:\n yield client\n```\n\n## Exception Testing\n\n```python\ndef test_raises_value_error():\n with pytest.raises(ValueError, match=\"Invalid email\"):\n validate_email(\"\")\n\n\ndef test_raises_not_found():\n with pytest.raises(NotFoundError) as exc_info:\n get_user(\"nonexistent\")\n\n assert exc_info.value.resource == \"User\"\n assert exc_info.value.id == \"nonexistent\"\n\n\ndef test_does_not_raise():\n # This should not raise any exception\n result = safe_divide(10, 2)\n assert result == 5.0\n```\n\n## Temporary Files and Directories\n\n```python\ndef test_file_processing(tmp_path):\n \"\"\"Use tmp_path for temporary file operations.\"\"\"\n input_file = tmp_path / \"input.csv\"\n input_file.write_text(\"name,email\\nJohn,john@example.com\\n\")\n\n output_file = tmp_path / \"output.json\"\n convert_csv_to_json(input_file, output_file)\n\n result = json.loads(output_file.read_text())\n assert len(result) == 1\n assert r","tagline":"Python testing skill using pytest, covering fixtures, parametrize, markers, conftest, plugins, mocking, and advanced testing patterns.","category":"coding-agents","tags":["agent-skill"],"author":"PramodDutta","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY 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Creators can claim the listing to update ownership signals."},"stats":{"stars":217,"forks":23,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":39.62},"quality":{"score":70,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"217","tone":"neutral"},{"label":"Freshness","value":"8d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["SKILL.md appears incomplete; it ends abruptly and does not cover parametrize, markers, mocking, and advanced patterns as described in the metadata."]},"trust":{"version":"trust-score-v5","score":59,"base_score":67,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. 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