Cute DI framework with scopes and agreeable API.
This library is targeting to provide only an IoC-container but tries to make it really useful. If you are tired of passing objects manually to create other objects which are only used to create more objects - we have a solution. Not all projects require an IoC-container, but check what we have.
Unlike other instruments we are not trying to solve tasks not related to dependency injection. Instead, we want to keep DI in place, not soiling your code with global variables and additional specifiers scattered everywhere.
Main ideas:
- Scopes. Any object can have lifespan of the whole app, single request or even more fractionally. Many frameworks do not have scopes or have only 2 of them. Here you can have as many scopes as you need.
- Finalization. Some dependencies like database connections must not only be created, but carefully released. Many framework lack this essential feature
- Modular providers. Instead of creating lots of separate functions or contrariwise a big single class, you can split your factories into several classes, which makes them simpler to reuse.
- Clean dependencies. You do not need to add custom markers to the code of dependencies just to allow library to see them. All customization is done within providers code and only the borders of scopes have to deal with library API.
- Simple API. You need minimum of objects to start using library. You can easily integrate it with your task framework, examples provided.
- Speed. It is fast enough so you do not have to worry about it. It is even faster than many of the analogs.
See more in technical requirements
- Install dishka
pip install dishka- Write your classes, fill type hints. Imagine, you have two classes: Service (kind of business logic) and DAO (kind of data access) and some external api client:
class DAO(Protocol):
...
class Service:
def __init__(self, dao: DAO):
...
class DAOImpl(DAO):
def __init__(self, connection: Connection):
...
class SomeClient:
...- Create Provider instance. It is only used to setup all factories providing your objects.
from dishka import Provider
provider = Provider()- Setup how to provide dependencies.
We use scope=Scope.APP for dependencies which are created only once in application lifetime,
and scope=Scope.REQUEST for those which should be recreated for each processing request/event/etc.
To read more about scopes, refer documentation
from dishka import Provider, Scope
service_provider = Provider(scope=Scope.REQUEST)
service_provider.provide(Service)
service_provider.provide(DAOImpl, provides=DAO)
service_provider.provide(SomeClient, scope=Scope.APP) # override provider scopeTo provide connection we might need to write some custom code:
from dishka import Provider, provide, Scope
class ConnectionProvider(Provider):
@provide(scope=Scope.REQUEST)
def new_connection(self) -> Iterable[Connection]:
conn = sqlite3.connect()
yield conn
conn.close()- Create main
Containerinstance passing providers, and step intoAPPscope.
from dishka import make_container
container = make_container(service_provider, ConnectionProvider())- Container holds dependencies cache and is used to retrieve them. Here, you can use
.getmethod to access APP-scoped dependencies:
client = container.get(SomeClient) # `SomeClient` has Scope.APP, so it is accessible here
client = container.get(SomeClient) # same instance of `SomeClient`- You can enter and exit
REQUESTscope multiple times after that using context manager:
# subcontainer to access more short-living objects
with container() as request_container:
service = request_container.get(Service)
service = request_container.get(Service) # same service instance
# at this point connection will be closed as we exited context manager
# new subcontainer to have a new lifespan for request processing
with container() as request_container:
service = request_container.get(Service) # new service instance- Close container in the end:
container.close()- If you are using supported framework add decorators and middleware for it. For more details see integrations doc
from dishka.integrations.fastapi import (
FromDishka, inject, setup_dishka,
)
@router.get("/")
@inject
async def index(service: FromDishka[Service]) -> str:
...
...
setup_dishka(container, app)Dependency is what you need for some part of your code to work. They are just object which you do not create in place and probably want to replace some day. At least for tests. Some of them can live while you application is running, others are destroyed and created on each request. Dependencies can depend on other objects, which are their dependencies.
Scope is a lifespan of a dependency. Standard scopes are (without skipped ones):
APP -> REQUEST -> ACTION -> STEP.
You decide when to enter and exit them, but it is done one by one. You set a scope for your dependency when you configure how to create it. If the same dependency is requested multiple time within one scope without leaving it, then by default the same instance is returned.
If you are developing web application, you would enter APP scope on startup, and you would REQUEST scope in each HTTP-request.
You can provide your own Scopes class if you are not satisfied with standard flow.
Container is what you use to get your dependency. You just call .get(SomeType) and it finds a way to get you an instance of that type. It does not create things itself, but manages their lifecycle and caches. It delegates objects creation to providers which are passed during creation.
Provider is a collection of functions which really provide some objects.
Provider itself is a class with some attributes and methods. Each of them is either result of provide, alias or decorate. They can be used as provider methods, functions to assign attributes or method decorators.
@provide can be used as a decorator for some method. This method will be called when corresponding dependency has to be created. Name of the method is not important: just check that it is different form other Provider attributes. Type hints do matter: they show what this method creates and what does it require. All method parameters are treated as other dependencies and created using container.
If provide is used with some class then that class itself is treated as a factory (__init__ is analyzed for parameters). But do not forget to assign that call to some attribute otherwise it will be ignored.
Component - is an isolated group of providers within the same container identified by a string. When dependency is requested it is searched only within the same component as its dependant, unless it is declared explicitly.
This allows you to have multiple parts of application build separately without need to think if the use same types.
