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undefinedundefinedundefinedundefinedpytest --covpytest --cov=mypackage --cov-report=term-missing --cov-report=htmlpytest --covpytest --cov=mypackage --cov-report=term-missing --cov-report=htmlimport pytest
def test_addition():
"""Test basic addition."""
assert 2 + 2 == 4
def test_string_uppercase():
"""Test string uppercasing."""
text = "hello"
assert text.upper() == "HELLO"
def test_list_append():
"""Test list append."""
items = [1, 2, 3]
items.append(4)
assert 4 in items
assert len(items) == 4import pytest
def test_addition():
"""测试基本加法运算。"""
assert 2 + 2 == 4
def test_string_uppercase():
"""测试字符串转大写。"""
text = "hello"
assert text.upper() == "HELLO"
def test_list_append():
"""测试列表追加操作。"""
items = [1, 2, 3]
items.append(4)
assert 4 in items
assert len(items) == 4undefinedundefinedundefinedundefinedimport pytest
@pytest.fixture
def sample_data():
"""Fixture providing sample data."""
return {"name": "Alice", "age": 30}
def test_sample_data(sample_data):
"""Test using the fixture."""
assert sample_data["name"] == "Alice"
assert sample_data["age"] == 30import pytest
@pytest.fixture
def sample_data():
"""提供示例数据的Fixture。"""
return {"name": "Alice", "age": 30}
def test_sample_data(sample_data):
"""使用Fixture的测试。"""
assert sample_data["name"] == "Alice"
assert sample_data["age"] == 30@pytest.fixture
def database():
"""Fixture with setup and teardown."""
# Setup
db = Database(":memory:")
db.create_tables()
db.insert_test_data()
yield db # Provide to test
# Teardown
db.close()
def test_database_query(database):
"""Test database operations."""
result = database.query("SELECT * FROM users")
assert len(result) > 0@pytest.fixture
def database():
"""包含初始化和清理的Fixture。"""
# 初始化
db = Database(":memory:")
db.create_tables()
db.insert_test_data()
yield db # 提供给测试使用
# 清理
db.close()
def test_database_query(database):
"""测试数据库操作。"""
result = database.query("SELECT * FROM users")
assert len(result) > 0undefinedundefinedundefinedundefined@pytest.fixture(params=[1, 2, 3])
def number(request):
"""Parameterized fixture."""
return request.param
def test_numbers(number):
"""Test runs 3 times, once for each parameter."""
assert number > 0@pytest.fixture(params=[1, 2, 3])
def number(request):
"""参数化的Fixture。"""
return request.param
def test_numbers(number):
"""测试会运行3次,每次使用一个参数。"""
assert number > 0@pytest.fixture
def user():
return User(id=1, name="Alice")
@pytest.fixture
def admin():
return User(id=2, name="Admin", role="admin")
def test_user_admin_interaction(user, admin):
"""Test using multiple fixtures."""
assert admin.can_manage(user)@pytest.fixture
def user():
return User(id=1, name="Alice")
@pytest.fixture
def admin():
return User(id=2, name="Admin", role="admin")
def test_user_admin_interaction(user, admin):
"""使用多个Fixture的测试。"""
assert admin.can_manage(user)@pytest.fixture(autouse=True)
def reset_config():
"""Automatically runs before every test."""
Config.reset()
yield
Config.cleanup()
def test_without_fixture_call():
# reset_config runs automatically
assert Config.get_setting("debug") is False@pytest.fixture(autouse=True)
def reset_config():
"""自动在每个测试前运行。"""
Config.reset()
yield
Config.cleanup()
def test_without_fixture_call():
# reset_config会自动运行
assert Config.get_setting("debug") is Falseundefinedundefinedundefinedundefined@pytest.mark.parametrize("input,expected", [
("hello", "HELLO"),
("world", "WORLD"),
("PyThOn", "PYTHON"),
])
def test_uppercase(input, expected):
"""Test runs 3 times with different inputs."""
assert input.upper() == expected@pytest.mark.parametrize("input,expected", [
("hello", "HELLO"),
("world", "WORLD"),
("PyThOn", "PYTHON"),
])
def test_uppercase(input, expected):
"""测试会运行3次,使用不同的输入。"""
assert input.upper() == expected@pytest.mark.parametrize("a,b,expected", [
(2, 3, 5),
(0, 0, 0),
(-1, 1, 0),
(100, 200, 300),
])
def test_add(a, b, expected):
"""Test addition with multiple inputs."""
assert add(a, b) == expected@pytest.mark.parametrize("a,b,expected", [
(2, 3, 5),
(0, 0, 0),
(-1, 1, 0),
(100, 200, 300),
])
def test_add(a, b, expected):
"""使用多输入测试加法。"""
assert add(a, b) == expected@pytest.mark.parametrize("input,expected", [
("valid@email.com", True),
("invalid", False),
("@no-domain.com", False),
], ids=["valid-email", "missing-at", "missing-domain"])
def test_email_validation(input, expected):
"""Test email validation with readable test IDs."""
assert is_valid_email(input) is expected@pytest.mark.parametrize("input,expected", [
("valid@email.com", True),
("invalid", False),
("@no-domain.com", False),
], ids=["有效邮箱", "缺少@符号", "缺少域名"])
def test_email_validation(input, expected):
"""使用易读测试ID的邮箱验证测试。"""
assert is_valid_email(input) is expected@pytest.fixture(params=["sqlite", "postgresql", "mysql"])
def db(request):
"""Test against multiple database backends."""
if request.param == "sqlite":
return Database(":memory:")
elif request.param == "postgresql":
return Database("postgresql://localhost/test")
elif request.param == "mysql":
return Database("mysql://localhost/test")
def test_database_operations(db):
"""Test runs 3 times, once for each database."""
result = db.query("SELECT 1")
assert result is not None@pytest.fixture(params=["sqlite", "postgresql", "mysql"])
def db(request):
"""针对多种数据库后端进行测试。"""
if request.param == "sqlite":
return Database(":memory:")
elif request.param == "postgresql":
return Database("postgresql://localhost/test")
elif request.param == "mysql":
return Database("mysql://localhost/test")
def test_database_operations(db):
"""测试会运行3次,每次使用一种数据库。"""
result = db.query("SELECT 1")
assert result is not Noneundefinedundefinedundefinedundefinedundefinedundefinedundefinedundefined[pytest]
markers =
slow: marks tests as slow
integration: marks tests as integration tests
unit: marks tests as unit tests
django: marks tests as requiring Django[pytest]
markers =
slow: 标记为慢测试
integration: 标记为集成测试
unit: 标记为单元测试
django: 标记为需要Django的测试from unittest.mock import patch, Mock
@patch("mypackage.external_api_call")
def test_with_mock(api_call_mock):
"""Test with mocked external API."""
api_call_mock.return_value = {"status": "success"}
result = my_function()
api_call_mock.assert_called_once()
assert result["status"] == "success"from unittest.mock import patch, Mock
@patch("mypackage.external_api_call")
def test_with_mock(api_call_mock):
"""使用Mock外部API的测试。"""
api_call_mock.return_value = {"status": "success"}
result = my_function()
api_call_mock.assert_called_once()
assert result["status"] == "success"@patch("mypackage.Database.connect")
def test_database_connection(connect_mock):
"""Test with mocked database connection."""
connect_mock.return_value = MockConnection()
db = Database()
db.connect()
connect_mock.assert_called_once_with("localhost")@patch("mypackage.Database.connect")
def test_database_connection(connect_mock):
"""使用Mock数据库连接的测试。"""
connect_mock.return_value = MockConnection()
db = Database()
db.connect()
connect_mock.assert_called_once_with("localhost")@patch("mypackage.api_call")
def test_api_error_handling(api_call_mock):
"""Test error handling with mocked exception."""
api_call_mock.side_effect = ConnectionError("Network error")
with pytest.raises(ConnectionError):
api_call()
api_call_mock.assert_called_once()@patch("mypackage.api_call")
def test_api_error_handling(api_call_mock):
"""使用Mock异常的错误处理测试。"""
api_call_mock.side_effect = ConnectionError("Network error")
with pytest.raises(ConnectionError):
api_call()
api_call_mock.assert_called_once()@patch("builtins.open", new_callable=mock_open)
def test_file_reading(mock_file):
"""Test file reading with mocked open."""
mock_file.return_value.read.return_value = "file content"
result = read_file("test.txt")
mock_file.assert_called_once_with("test.txt", "r")
assert result == "file content"@patch("builtins.open", new_callable=mock_open)
def test_file_reading(mock_file):
"""使用Mock open的文件读取测试。"""
mock_file.return_value.read.return_value = "file content"
result = read_file("test.txt")
mock_file.assert_called_once_with("test.txt", "r")
assert result == "file content"@patch("mypackage.DBConnection", autospec=True)
def test_autospec(db_mock):
"""Test with autospec to catch API misuse."""
db = db_mock.return_value
db.query("SELECT * FROM users")
# This would fail if DBConnection doesn't have query method
db_mock.assert_called_once()@patch("mypackage.DBConnection", autospec=True)
def test_autospec(db_mock):
"""使用autospec捕获API误用的测试。"""
db = db_mock.return_value
db.query("SELECT * FROM users")
# 如果DBConnection没有query方法,这里会失败
db_mock.assert_called_once()class TestUserService:
@patch("mypackage.UserRepository")
def test_create_user(self, repo_mock):
"""Test user creation with mocked repository."""
repo_mock.return_value.save.return_value = User(id=1, name="Alice")
service = UserService(repo_mock.return_value)
user = service.create_user(name="Alice")
assert user.name == "Alice"
repo_mock.return_value.save.assert_called_once()class TestUserService:
@patch("mypackage.UserRepository")
def test_create_user(self, repo_mock):
"""使用Mock仓库的用户创建测试。"""
repo_mock.return_value.save.return_value = User(id=1, name="Alice")
service = UserService(repo_mock.return_value)
user = service.create_user(name="Alice")
assert user.name == "Alice"
repo_mock.return_value.save.assert_called_once()@pytest.fixture
def mock_config():
"""Create a mock with a property."""
config = Mock()
type(config).debug = PropertyMock(return_value=True)
type(config).api_key = PropertyMock(return_value="test-key")
return config
def test_with_mock_config(mock_config):
"""Test with mocked config properties."""
assert mock_config.debug is True
assert mock_config.api_key == "test-key"@pytest.fixture
def mock_config():
"""创建带属性的Mock。"""
config = Mock()
type(config).debug = PropertyMock(return_value=True)
type(config).api_key = PropertyMock(return_value="test-key")
return config
def test_with_mock_config(mock_config):
"""使用Mock配置属性的测试。"""
assert mock_config.debug is True
assert mock_config.api_key == "test-key"import pytest
@pytest.mark.asyncio
async def test_async_function():
"""Test async function."""
result = await async_add(2, 3)
assert result == 5
@pytest.mark.asyncio
async def test_async_with_fixture(async_client):
"""Test async with async fixture."""
response = await async_client.get("/api/users")
assert response.status_code == 200import pytest
@pytest.mark.asyncio
async def test_async_function():
"""测试异步函数。"""
result = await async_add(2, 3)
assert result == 5
@pytest.mark.asyncio
async def test_async_with_fixture(async_client):
"""使用异步Fixture的测试。"""
response = await async_client.get("/api/users")
assert response.status_code == 200@pytest.fixture
async def async_client():
"""Async fixture providing async test client."""
app = create_app()
async with app.test_client() as client:
yield client
@pytest.mark.asyncio
async def test_api_endpoint(async_client):
"""Test using async fixture."""
response = await async_client.get("/api/data")
assert response.status_code == 200@pytest.fixture
async def async_client():
"""提供异步测试客户端的Fixture。"""
app = create_app()
async with app.test_client() as client:
yield client
@pytest.mark.asyncio
async def test_api_endpoint(async_client):
"""使用异步Fixture的测试。"""
response = await async_client.get("/api/data")
assert response.status_code == 200@pytest.mark.asyncio
@patch("mypackage.async_api_call")
async def test_async_mock(api_call_mock):
"""Test async function with mock."""
api_call_mock.return_value = {"status": "ok"}
result = await my_async_function()
api_call_mock.assert_awaited_once()
assert result["status"] == "ok"@pytest.mark.asyncio
@patch("mypackage.async_api_call")
async def test_async_mock(api_call_mock):
"""使用Mock的异步函数测试。"""
api_call_mock.return_value = {"status": "ok"}
result = await my_async_function()
api_call_mock.assert_awaited_once()
assert result["status"] == "ok"def test_divide_by_zero():
"""Test that dividing by zero raises ZeroDivisionError."""
with pytest.raises(ZeroDivisionError):
divide(10, 0)
def test_custom_exception():
"""Test custom exception with message."""
with pytest.raises(ValueError, match="invalid input"):
validate_input("invalid")def test_divide_by_zero():
"""测试除以零是否会抛出ZeroDivisionError。"""
with pytest.raises(ZeroDivisionError):
divide(10, 0)
def test_custom_exception():
"""测试带消息的自定义异常。"""
with pytest.raises(ValueError, match="invalid input"):
validate_input("invalid")def test_exception_with_details():
"""Test exception with custom attributes."""
with pytest.raises(CustomError) as exc_info:
raise CustomError("error", code=400)
assert exc_info.value.code == 400
assert "error" in str(exc_info.value)def test_exception_with_details():
"""测试带自定义属性的异常。"""
with pytest.raises(CustomError) as exc_info:
raise CustomError("error", code=400)
assert exc_info.value.code == 400
assert "error" in str(exc_info.value)import tempfile
import os
def test_file_processing():
"""Test file processing with temp file."""
with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.txt') as f:
f.write("test content")
temp_path = f.name
try:
result = process_file(temp_path)
assert result == "processed: test content"
finally:
os.unlink(temp_path)import tempfile
import os
def test_file_processing():
"""使用临时文件测试文件处理。"""
with tempfile.NamedTemporaryFile(mode='w', delete=False, suffix='.txt') as f:
f.write("test content")
temp_path = f.name
try:
result = process_file(temp_path)
assert result == "processed: test content"
finally:
os.unlink(temp_path)def test_with_tmp_path(tmp_path):
"""Test using pytest's built-in temp path fixture."""
test_file = tmp_path / "test.txt"
test_file.write_text("hello world")
result = process_file(str(test_file))
assert result == "hello world"
# tmp_path automatically cleaned updef test_with_tmp_path(tmp_path):
"""使用pytest内置临时路径Fixture的测试。"""
test_file = tmp_path / "test.txt"
test_file.write_text("hello world")
result = process_file(str(test_file))
assert result == "hello world"
# tmp_path会自动清理def test_with_tmpdir(tmpdir):
"""Test using pytest's tmpdir fixture."""
test_file = tmpdir.join("test.txt")
test_file.write("data")
result = process_file(str(test_file))
assert result == "data"def test_with_tmpdir(tmpdir):
"""使用pytest的tmpdir Fixture的测试。"""
test_file = tmpdir.join("test.txt")
test_file.write("data")
result = process_file(str(test_file))
assert result == "data"tests/
├── conftest.py # Shared fixtures
├── __init__.py
├── unit/ # Unit tests
│ ├── __init__.py
│ ├── test_models.py
│ ├── test_utils.py
│ └── test_services.py
├── integration/ # Integration tests
│ ├── __init__.py
│ ├── test_api.py
│ └── test_database.py
└── e2e/ # End-to-end tests
├── __init__.py
└── test_user_flow.pytests/
├── conftest.py # 共享Fixture
├── __init__.py
├── unit/ # 单元测试
│ ├── __init__.py
│ ├── test_models.py
│ ├── test_utils.py
│ └── test_services.py
├── integration/ # 集成测试
│ ├── __init__.py
│ ├── test_api.py
│ └── test_database.py
└── e2e/ # 端到端测试
├── __init__.py
└── test_user_flow.pyclass TestUserService:
"""Group related tests in a class."""
@pytest.fixture(autouse=True)
def setup(self):
"""Setup runs before each test in this class."""
self.service = UserService()
def test_create_user(self):
"""Test user creation."""
user = self.service.create_user("Alice")
assert user.name == "Alice"
def test_delete_user(self):
"""Test user deletion."""
user = User(id=1, name="Bob")
self.service.delete_user(user)
assert not self.service.user_exists(1)class TestUserService:
"""将相关测试分组到类中。"""
@pytest.fixture(autouse=True)
def setup(self):
"""在该类的每个测试前运行初始化。"""
self.service = UserService()
def test_create_user(self):
"""测试用户创建。"""
user = self.service.create_user("Alice")
assert user.name == "Alice"
def test_delete_user(self):
"""测试用户删除。"""
user = User(id=1, name="Bob")
self.service.delete_user(user)
assert not self.service.user_exists(1)test_user_login_with_invalid_credentials_failstest_user_login_with_invalid_credentials_failspytest.raisespytest.raises@pytest.fixture
def client():
app = create_app(testing=True)
return app.test_client()
def test_get_user(client):
response = client.get("/api/users/1")
assert response.status_code == 200
assert response.json["id"] == 1
def test_create_user(client):
response = client.post("/api/users", json={
"name": "Alice",
"email": "alice@example.com"
})
assert response.status_code == 201
assert response.json["name"] == "Alice"@pytest.fixture
def client():
app = create_app(testing=True)
return app.test_client()
def test_get_user(client):
response = client.get("/api/users/1")
assert response.status_code == 200
assert response.json["id"] == 1
def test_create_user(client):
response = client.post("/api/users", json={
"name": "Alice",
"email": "alice@example.com"
})
assert response.status_code == 201
assert response.json["name"] == "Alice"@pytest.fixture
def db_session():
"""Create a test database session."""
session = Session(bind=engine)
session.begin_nested()
yield session
session.rollback()
session.close()
def test_create_user(db_session):
user = User(name="Alice", email="alice@example.com")
db_session.add(user)
db_session.commit()
retrieved = db_session.query(User).filter_by(name="Alice").first()
assert retrieved.email == "alice@example.com"@pytest.fixture
def db_session():
"""创建测试数据库会话。"""
session = Session(bind=engine)
session.begin_nested()
yield session
session.rollback()
session.close()
def test_create_user(db_session):
user = User(name="Alice", email="alice@example.com")
db_session.add(user)
db_session.commit()
retrieved = db_session.query(User).filter_by(name="Alice").first()
assert retrieved.email == "alice@example.com"class TestCalculator:
@pytest.fixture
def calculator(self):
return Calculator()
def test_add(self, calculator):
assert calculator.add(2, 3) == 5
def test_divide_by_zero(self, calculator):
with pytest.raises(ZeroDivisionError):
calculator.divide(10, 0)class TestCalculator:
@pytest.fixture
def calculator(self):
return Calculator()
def test_add(self, calculator):
assert calculator.add(2, 3) == 5
def test_divide_by_zero(self, calculator):
with pytest.raises(ZeroDivisionError):
calculator.divide(10, 0)[pytest]
testpaths = tests
python_files = test_*.py
python_classes = Test*
python_functions = test_*
addopts =
--strict-markers
--disable-warnings
--cov=mypackage
--cov-report=term-missing
--cov-report=html
markers =
slow: marks tests as slow
integration: marks tests as integration tests
unit: marks tests as unit tests[pytest]
testpaths = tests
python_files = test_*.py
python_classes = Test*
python_functions = test_*
addopts =
--strict-markers
--disable-warnings
--cov=mypackage
--cov-report=term-missing
--cov-report=html
markers =
slow: 标记为慢测试
integration: 标记为集成测试
unit: 标记为单元测试[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]
addopts = [
"--strict-markers",
"--cov=mypackage",
"--cov-report=term-missing",
"--cov-report=html",
]
markers = [
"slow: marks tests as slow",
"integration: marks tests as integration tests",
"unit: marks tests as unit tests",
][tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]
addopts = [
"--strict-markers",
"--cov=mypackage",
"--cov-report=term-missing",
"--cov-report=html",
]
markers = [
"slow: 标记为慢测试",
"integration: 标记为集成测试",
"unit: 标记为单元测试",
]undefinedundefinedundefinedundefined| Pattern | Usage |
|---|---|
| Test expected exceptions |
| Create reusable test fixtures |
| Run tests with multiple inputs |
| Mark slow tests |
| Skip slow tests |
| Mock functions and classes |
| Automatic temp directory |
| Generate coverage report |
| Simple and readable assertions |
| 模式 | 用途 |
|---|---|
| 测试预期异常 |
| 创建可复用的测试Fixture |
| 使用多组输入运行测试 |
| 标记慢测试 |
| 跳过慢测试 |
| Mock函数和类 |
| 自动创建临时目录 |
| 生成覆盖率报告 |
| 简洁易读的断言 |