A Python library for runtime function patching using AST manipulation
Project description
awepatch
Awesome Patch - A Python library for runtime function patching using AST manipulation.
Overview
awepatch is a powerful Python library that allows you to dynamically patch source code at runtime by manipulating their Abstract Syntax Tree (AST). Unlike traditional monkey patching, awepatch modifies the actual code object of functions, providing a cleaner and more maintainable approach to runtime code modification.
Features
- 🔧 Runtime Function Patching: Modify function behavior without changing source code
- 🎯 AST-Based Manipulation: Clean and precise code modifications using AST
- 🔄 Automatic Restoration: Context manager support for temporary patches
- 🎭 Multiple Patch Modes: Insert code before, after, or replace existing statements
- 🧩 Pattern Matching: Use string, regex, or tuple patterns to locate code to patch
- 🎯 Nested Matching: Target nested code blocks with tuple pattern syntax
- 🔗 Decorator Support: Works with decorated functions, class methods, and static methods
- ⚡ Type-Safe: Full type hints support with strict type checking
Installation
pip install awepatch
Or using uv:
uv pip install awepatch
Quick Start
Function Patching
import re
from awepatch import FunctionPatcher
def calculate(x: int, y: int) -> int:
x = x + 10
y = y * 2
result = x + y
return result
patcher = FunctionPatcher()
patcher.add_patch(
calculate,
target="x = x + 10",
content="print(f'processing: {x=}')",
mode="before",
)
patcher.add_patch(
calculate,
target="y = y * 2",
content="y = y * 3",
mode="replace",
)
patcher.add_patch(
calculate,
target=re.compile(r"result = x \+ y"),
content="print(f'result: {result}')",
mode="after",
)
with patcher:
print(calculate(5, 10))
# Output:
# processing: x=5
# result: 45
# 45
Module Patching
# foo.py
from dataclasses import dataclass
@dataclass(slots=True)
class User:
name: str
age: int
def greet(user: User) -> str:
if hasattr(user, "gender"):
return f"Hello, {user.name}! You are {user.age} years old. Your gender is {user.gender}."
else:
return f"Hello, {user.name}! You are {user.age} years old."
# example.py
from awepatch.module import ModulePatcher
patcher = ModulePatcher()
patcher.add_patch(
"foo",
target=(
"class User:",
"age: int",
),
content="""
gender: str = "unspecified"
""",
mode="after",
)
with patcher:
import foo
user = foo.User(name="Bob", age=25)
print(foo.greet(user))
# Output: Hello, Bob! You are 25 years old. Your gender is unspecified.
Nested Pattern Matching
For complex nested structures, you can use tuple patterns or lineno offsets to match nested AST nodes:
from awepatch import FunctionPatcher, Ident
def nested_function(x: int) -> int:
if x > 0:
x = x * 2
x = x * 2
return x
# Match nested statement inside if block
with FunctionPatcher().add_patch(
nested_function,
target=("if x > 0:", "x = x * 2"),
content="x = x * 3",
mode="replace",
):
print(nested_function(5)) # Output: 30
# Or match by line number offset
with FunctionPatcher().add_patch(
nested_function,
target=Ident("x = x * 2", lineno="+2"),
content="x = x * 3",
mode="replace",
):
print(nested_function(5)) # Output: 30
Advanced Usage
Patch for multi-process applications
For applications that spawn multiple processes, you must use ModulePatcher to ensure that patches are applied in each child process.
Use .pth file to auto-apply patches on module import in each process may be a good choice.
# loader.py
patcher = ModulePatcher()
patcher.add_patch(
"foo",
target=(
"class User:",
"age: int",
),
content
)
patcher.apply()
# xxx-awepatch.pth
# xxx-awepatch.pth must be placed in site-packages directory
import loader
See Also:
https://github.com/tox-dev/pre-commit-uv/blob/main/src/pre_commit_uv_patch.pth https://github.com/pypa/setuptools/blob/main/setup.py#L12 https://github.com/jawah/urllib3.future/blob/main/urllib3_future.pth
Use Cases
- Testing: Mock function behavior without complex mocking frameworks
- Debugging: Inject logging or debugging code at runtime
- Hot-patching: Apply fixes or modifications without restarting applications
- Experimentation: Test code changes quickly without modifying source files
- Instrumentation: Add monitoring or profiling code dynamically
Limitations
- Lambda functions cannot be patched (they lack proper source code information)
- Functions must have accessible source code via
inspect.getsourcelines() - Pattern matching must uniquely identify target statement(s) in the function
- Only single function definitions are supported in the AST
- Conflicting patches (e.g., combining 'replace' with 'before'/'after' on same target) are not allowed
Development
Setup Development Environment
# Clone the repository
git clone https://github.com/fanck0605/awepatch.git
cd awepatch
# Install development dependencies
uv sync
Running Tests
# Run all tests
pytest
# Run with coverage
pytest --cov=awepatch --cov-report=html
# Run specific test file
pytest tests/test_patch_callable.py
Code Quality
# Format code
ruff format
# Lint code
ruff check
# Fix auto-fixable issues
ruff check --fix
Contributing
Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.
- Fork the repository
- Create your feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add some amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
License
This project is licensed under the MIT License - see the LICENSE file for details.
Author
Chuck Fan - fanck0605@qq.com
Acknowledgments
- Inspired by the need for cleaner runtime code modification in Python
- Built with modern Python tooling and best practices
Note: This library modifies function code objects at runtime. Use with caution in production environments and always test thoroughly.
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