type_dep is a dependency injection framework that uses type hints to inject dependencies (much like Angular, Dotnet and the like)
- Install the package
pip install type_dep
- Inherit from the package's
Dependency
class to create an injectable dependency class. - Use the
dependencyinjected
decorator to tag functions or methods that require dependency injection through their parameter type annotations.
import os
from type_dep import Dependency, dependencyinjected, Context
counter = 0
class A(Dependency):
def __init__(self, name: str):
self.name = name
@classmethod
def instantiate(cls):
global counter
counter += 1
return A(f"{counter}")
class B(Dependency):
def __init__(self, sex: str):
self.sex = sex
@classmethod
def instantiate(cls):
return B(os.environ.get("SEX", "female"))
@dependencyinjected
def get_detail(self, a: A):
"""
A method which uses dependency injection
`a` will be instantiated and injected into this method at runtime.
By default, these dependencies are stored in a global context.
Subsequent method calls will use the instances of the dependencies that were
instantiated on the first run.
NOTE: The type hints on the parameters are a must
"""
return {"name": a.name, "sex": self.sex}
@dependencyinjected
def scoped_get_detail(self, a: A, context: Context):
"""
When a `Context` argument is passed,
the dependencies are stored in a context that gets destroyed after every method call, unless
an externally instantiated `Context` is passed to this function. For the later
case, the `Context` object will be destroyed when it gets out of scope, as in normal python.
NOTE: The type hints on the parameters are a must
"""
return {"name": a.name, "sex": self.sex}
@dependencyinjected
def run(males: int, females: int, a: A, greeting: str, b: B):
"""
Just some function that is dependency injected.
`a` and `b` will be instantiated and injected into the function at runtime
By default, these dependencies are stored in a global context.
Subsequent method calls will use the instances of the dependencies that were
instantiated on the first run.
NOTE: The type hints on the parameters are a must
"""
print(f"males: {males}, females: {females}, greeting: {greeting}, a.name: {a.name}, b.sex: {b.sex}")
print(f'{b.get_detail()}\n')
@dependencyinjected
def scoped_run(males: int, females: int, a: A, greeting: str, b: B, context: Context):
"""
Just some function that is dependency injected.
`a` and `b` will be instantiated and injected into the function at runtime
When a `Context` argument is passed,
the dependencies are stored in a context that gets destroyed after every function call, unless
an externally instantiated `Context` is passed to this function. For the later
case, the `Context` object will be destroyed when it gets out of scope, as in normal python.
NOTE: The type hints on the parameters are a must
"""
print(f"scoped: males: {males}, females: {females}, greeting: {greeting}, a.name: {a.name}, b.sex: {b.sex}")
print(f'scoped: {b.scoped_get_detail()}\n')
if __name__ == '__main__':
counter = 0
for _ in range(3):
run(6, 56, greeting="hey")
# males: 6, females: 56, greeting: hey, a.name: 1, b.sex: female
# {'name': '2', 'sex': 'female'}
#
# males: 6, females: 56, greeting: hey, a.name: 1, b.sex: female
# {'name': '2', 'sex': 'female'}
#
# males: 6, females: 56, greeting: hey, a.name: 1, b.sex: female
# {'name': '2', 'sex': 'female'}
for _ in range(3):
scoped_run(6, 56, greeting="hey")
# scoped: males: 6, females: 56, greeting: hey, a.name: 3, b.sex: female
# scoped: {'name': '4', 'sex': 'female'}
#
# scoped: males: 6, females: 56, greeting: hey, a.name: 5, b.sex: female
# scoped: {'name': '6', 'sex': 'female'}
#
# scoped: males: 6, females: 56, greeting: hey, a.name: 7, b.sex: female
# scoped: {'name': '8', 'sex': 'female'}
Python type hints have matured alot. It is high time we used them to the maximum. Apart from helping us avoid some logical errors, wouldn't be nice if type hints helped inject dependencies.
- Very little extra code is needed if you are already using types
- It is intuitive
- Clone the repository
git clone git@github.com:sopherapps/type_dep.git
cd type_dep
- Create and activate the virtual environment
python3 -m venv env
source env/bin/activate
- Run the test command
python -m unittest
Copyright (c) 2022 Martin Ahindura Licensed under the MIT License