A Python tool to guard against incorrect usage of python modules.
Project description
modguard
A Python tool to support and enforce a modular package architecture within a monorepo.
What is modguard?
Modguard enables you to explicitly define the public interface for a given module. Marking a package with a Boundary
makes all of its internals private by default, exposing only the members marked with the @public
decorator.
This enforces an architecture of decoupled and well defined modules, and ensures the communication between domains is only done through their expected public interfaces.
Modguard is incredibly lightweight, and has no impact on the runtime of your code. Instead, its checks are performed through a static analysis CLI tool.
Installation
pip install modguard
Usage
Add a Boundary
to the __init__.py
of the module you're creating an interface for.
# project/core/__init__.py
from modguard import Boundary
Boundary(__name__)
Add the public
decorator to any callable in the module that should be exported.
# project/core/main.py
from modguard import public
# Adding the decorator here signifies this function is public
@public
def public_function(user_id: int) -> str:
...
# This function will be considered private
def private_function():
...
Modguard will now flag any incorrect dependencies between modules.
> # From the root of your python project (in this example, `project/`)
> modguard .
❌ ./utils/helpers.py: Import 'core.main.private_function' in ./utils/helpers.py is blocked by boundary 'core.main'
Setup
Modguard also comes bundled with a command to set up and define your initial boundaries.
modguard init .
By running modguard init
from the root of your python project, modguard will inspect and declare boundaries on each python package within your project. Additionally, each accessed member of that package will be decorated with public
.
This will automatically create boundaries and define your public interface for each package within your project, and instantly get your project to passing modguard .
Advanced Usage
Modguard also supports specific allow lists within the public()
decorator.
@public(allowlist=['utils.helpers'])
def public_function(user_id: int) -> str:
...
This will allow for public_function
to be imported and used in utils.helpers
, but restrict it's usage elsewhere.
Alternatively, you can mark an import with the modguard-ignore
comment:
# modguard-ignore
from core.main import private_function
This will stop modguard from flagging this import as a boundary violation.
Given that python allows for dynamic importing at runtime, modguard will fail if a whole module is imported without being declared public.
from core import main # contains public and private members
> # From the root of your project
> modguard .
❌ ./utils/helpers.py: Import 'core.main' in ./utils/helpers.py is blocked by boundary 'core.main'
If you expect to be able to import the entire contents of your module, you can declare an entire module as public to avoid this:
# core/main.py
from modguard import public
public()
...
This syntax also supports the allowlist
parameter.
Details
Modguard works by analyzing the abstract syntax tree (AST) of your codebase. The Boundary
class and @public
decorator have no runtime impact, and are detected by modguard statically. Boundary violations are detected at the import layer; specific nonstandard custom syntax to access modules/submodules such as getattr or dynamically generated namespaces may not be caught by modguard.
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