Powerful Dependency Injection with Python
Project description
Overview
Wirio is a practical and easy-to-use dependency injection library for Python designed to work in any environment and application type:
- Use it everywhere: Use dependency injection in web servers, background tasks, console applications, Jupyter notebooks, tests, etc.
- Lifetimes:
Singleton(same instance per application),Scoped(same instance per HTTP request scope) andTransient(different instance per resolution). - FastAPI integration out of the box, and pluggable to any web framework.
- Automatic resolution and disposal: Automatically resolve constructor parameters and manage async and non-async context managers. It's no longer our concern to know how to create or dispose services.
- Environment detection: Detect the current environment and adjust settings and behavior accordingly.
- Settings providers: Built-in settings support, including integrations such as environment variables, settings files, Azure Key Vault and AWS Secrets Manager.
- Centralized setup: Register all services in one place using a clean syntax, and without decorators.
- Integrations: Optional and ready-to-use integrations for common libraries, such as SQLModel.
- ty and Pyright strict compliant.
📦 Installation
uv add wirio
✨ Quickstart with FastAPI
Inject services into async endpoints using Annotated[..., FromServices()].
class EmailService:
pass
class UserService:
def __init__(self, email_service: EmailService) -> None:
self.email_service = email_service
app = FastAPI()
@app.post("/users")
async def create_user(
user_service: Annotated[UserService, FromServices()],
) -> None:
...
services = ServiceCollection()
services.configure_fastapi(app)
services.add_transient(EmailService)
services.add_transient(UserService)
✨ Quickstart without FastAPI
Register services and create a service provider.
class EmailService:
pass
class UserService:
def __init__(self, email_service: EmailService) -> None:
self.email_service = email_service
services = ServiceCollection()
services.add_transient(EmailService)
services.add_transient(UserService)
async with services.build_service_provider() as service_provider:
user_service = await service_provider.get_required_service(UserService)
If we want a scope per operation (e.g., per HTTP request or message from a queue), we can create a scope from the service provider:
async with service_provider.create_scope() as service_scope:
user_service = await service_scope.get_required_service(UserService)
🔄 Lifetimes
Transient: A new instance is created every time the service is requested. Examples: Services without state, workflows, repositories, service clients...Singleton: The same instance is used every time the service is requested. Examples: Settings (pydantic-settings), machine learning models, database connection pools, caches.Scoped: A new instance is created for each new scope, but the same instance is returned within the same scope. Examples: Database clients, unit of work.
🏭 Factories
Sometimes, a service cannot be created automatically. For example, consider DatabaseClient, which requires a connection string:
class DatabaseClient:
def __init__(self, connection_string: str) -> None:
pass
str is too generic to register as a service. We could have other strings registered (e.g., API URL, logging level, service bus queue), and it wouldn't be clear which string is the connection string.
The connection string could come from anywhere: an environment variable, a config file, a secrets manager, etc.
Let's say we want to get the connection string from an environment variable. We can create a factory function that reads the environment variable and returns DatabaseClient, the service we want to register, and then we can register that factory as a service:
def inject_database_client() -> DatabaseClient:
return DatabaseClient(
connection_string=os.environ["DATABASE_CONNECTION_STRING"]
)
services.add_transient(inject_database_client)
Wirio will automatically use the returned type (DatabaseClient) as the service type to register.
What if our factory needs dependencies itself? No problem! Just add them as parameters to the factory, and Wirio will resolve them for us.
For example, the typical approach to manage settings is to centralize them in an ApplicationSettings class, which we register as a singleton service:
from pydantic_settings import BaseSettings
class ApplicationSettings(BaseSettings):
database_connection_string: str
services.add_singleton(ApplicationSettings, ApplicationSettings())
Then, we can inject ApplicationSettings into our factory to create the DatabaseClient:
def inject_database_client(application_settings: ApplicationSettings) -> DatabaseClient:
return DatabaseClient(
connection_string=application_settings.database_connection_string
)
services.add_transient(inject_database_client)
🧪 Simplified testing
We can substitute dependencies on the fly meanwhile the context manager is active.
with service_provider.override_service(EmailService, email_service_mock):
user_service = await service_provider.get_required_service(UserService)
📝 Interfaces & abstract classes
We can register a service by specifying both the service type (interface / abstract class) and the implementation type (concrete class). This is useful when we want to inject services using abstractions.
class NotificationService(ABC):
@abstractmethod
async def send_notification(self, user_id: str, message: str) -> None:
...
class EmailService(NotificationService):
@override
async def send_notification(self, user_id: str, message: str) -> None:
pass
class UserService:
def __init__(self, notification_service: NotificationService) -> None:
self.notification_service = notification_service
async def create_user(self, email: str) -> None:
user = self.create_user(email)
await self.notification_service.send_notification(user.id, "Welcome to our service!")
services.add_transient(NotificationService, EmailService)
📝 Keyed services
We can register a service by specifying both the service type and a key. This is useful when we want to resolve services using abstractions and an explicit key.
class NotificationService(ABC):
@abstractmethod
async def send_notification(self, user_id: str, message: str) -> None:
...
class EmailService(NotificationService):
@override
async def send_notification(self, user_id: str, message: str) -> None:
pass
class PushNotificationService(NotificationService):
@override
async def send_notification(self, user_id: str, message: str) -> None:
pass
class UserService:
def __init__(
self,
notification_service: Annotated[NotificationService, FromKeyedServices("email"),
) -> None:
self.notification_service = notification_service
async def create_user(self, email: str) -> None:
user = self.create_user(email)
await self.notification_service.send_notification(user.id, "Welcome to our service!")
services.add_keyed_transient("email", NotificationService, EmailService)
services.add_keyed_transient("push", NotificationService, PushNotificationService)
📝 Auto-activated services
We can register a service as auto-activated. This is useful when we want to ensure our FastAPI application doesn't start to serve requests until certain services are fully initialized (e.g., machine learning models, database connection pools and caches).
services.add_auto_activated_singleton(MachineLearningModel)
💾 SQLModel integration
Ready-to-use SQLModel with the recommended defaults.
services = ServiceCollection()
services.add_sqlmodel("connection_string")
class UserService:
def __init__(self, sql_session: AsyncSession) -> None:
self.sql_session = sql_session
More information here.
📚 Documentation
For more information, check out the documentation.
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