A library that implements the Mediator pattern and uses DI library
Project description
didiator is an asynchronous library that implements the Mediator pattern and uses the DI library to help you to inject dependencies to called handlers
This library is inspired by the MediatR used in C#, follows CQRS principles and implements event publishing
Installation
Didiator is available on pypi: https://pypi.org/project/didiator
pip install -U "didiator[di]"
It will install didiator with its optional DI dependency that is necessary to use DiMiddleware and DiBuilderImpl
Examples
You can find more examples in this folder
Create Commands and Queries with handlers for them
@dataclass
class CreateUser(Command[int]):
user_id: int
username: str
class CreateUserHandler(CommandHandler[CreateUser, int]):
def __init__(self, user_repo: UserRepo) -> None:
self._user_repo = user_repo
async def __call__(self, command: CreateUser) -> int:
user = User(id=command.user_id, username=command.username)
await self._user_repo.add_user(user)
await self._user_repo.commit()
return user.id
You can use functions as handlers
@dataclass
class GetUserById(Query[User]):
user_id: int
async def handle_get_user_by_id(query: GetUserById, user_repo: UserRepo) -> User:
user = await user_repo.get_user_by_id(query.user_id)
return user
Create DiBuilder
DiBuilderImpl is a facade for Container from DI with caching of solving
di_scopes is a list with the order of scopes
di_builder.bind(...) will bind UserRepoImpl type to UserRepo protocol
di_scopes = ["request"]
di_builder = DiBuilderImpl(Container(), AsyncExecutor(), di_scopes)
di_builder.bind(bind_by_type(Dependent(UserRepoImpl, scope="request"), UserRepo))
Create Mediator
Create dispatchers with their middlewares and use them to initialize the MediatorImpl
cls_scope is a scope that will be used to bind class Command/Query handlers initialized during request handling
middlewares = (LoggingMiddleware(), DiMiddleware(di_builder, scopes=DiScopes("request")))
command_dispatcher = CommandDispatcherImpl(middlewares=middlewares)
query_dispatcher = QueryDispatcherImpl(middlewares=middlewares)
mediator = MediatorImpl(command_dispatcher, query_dispatcher)
Register handlers
# CreateUserHandler is not initialized during registration
mediator.register_command_handler(CreateUser, CreateUserHandler)
mediator.register_query_handler(GetUserById, handle_get_user_by_id)
Main usage
Enter the "request" scope that was registered earlier and create a new Mediator with di_state bound
Use mediator.send(...) for commands and mediator.query(...) for queries
async with di_builder.enter_scope("request") as di_state:
scoped_mediator = mediator.bind(di_state=di_state)
# It will call CreateUserHandler(UserRepoImpl()).__call__(command)
# UserRepoImpl() created and injected automatically
user_id = await scoped_mediator.send(CreateUser(1, "Jon"))
# It will call handle_get_user_by_id(query, user_repo)
# UserRepoImpl created earlier will be reused in this scope
user = await scoped_mediator.query(GetUserById(user_id))
print("User:", user)
# Session of UserRepoImpl will be closed after exiting the "request" scope
Events publishing
You can register and publish events using Mediator and its EventObserver. Unlike dispatchers, EventObserver publishes events to multiple event handlers subscribed to it and doesn’t return their result. All middlewares also work with EventObserver, as in in the case with Dispatchers.
Define event and its handlers
class UserCreated(Event):
user_id: int
username: str
async def on_user_created1(event: UserCreated, logger: Logger) -> None:
logger.info("User created1: id=%s, username=%s", event.user_id, event.username)
async def on_user_created2(event: UserCreated, logger: Logger) -> None:
logger.info("User created2: id=%s, username=%s", event.user_id, event.username)
Create EventObserver and use it for Mediator
middlewares = (LoggingMiddleware(), DiMiddleware(di_builder, scopes=DiScopes("request")))
event_observer = EventObserver(middlewares=middlewares)
mediator = MediatorImpl(command_dispatcher, query_dispatcher, event_observer)
Register event handlers
You can register multiple event handlers for one event
mediator.register_event_handler(UserCreated, on_user_created1)
mediator.register_event_handler(UserCreated, on_user_created2)
Publish event
Event handlers will be executed sequentially
await mediator.publish(UserCreated(1, "Jon"))
# User created1: id=1, username="Jon"
# User created2: id=1, username="Jon"
await mediator.publish([UserCreated(2, "Sam"), UserCreated(3, "Nick")])
# User created1: id=2, username="Sam"
# User created2: id=2, username="Sam"
# User created1: id=3, username="Nick"
# User created2: id=3, username="Nick"
⚠️ Attention: this is a beta version of didiator that depends on DI, which is also in beta. Both of them can change their API!
CQRS
CQRS stands for “Command Query Responsibility Segregation”. Its idea about splitting the responsibility of commands (writing) and queries (reading) into different models.
didiator have segregated .send(command), .query(query) and .publish(events) methods in its Mediator and assumes that you will separate its handlers. Use CommandMediator, QueryMediator and EventMediator protocols to explicitly define which method you need in YourController
graph LR;
YourController-- Query -->Mediator;
YourController-- Command -->Mediator;
Mediator-. Query .->QueryDispatcher-.->di2[DiMiddleware]-.->QueryHandler;
Mediator-. Command .->CommandDispatcher-.->di1[DiMiddleware]-.->CommandHandler;
CommandHandler-- Event -->Mediator;
Mediator-. Event .->EventObserver-.->di3[DiMiddleware]-.->EventHandler1;
EventObserver-.->di4[DiMiddleware]-.->EventHandler2;
DiMiddleware initializes handlers and injects dependencies for them, you can just send a command with the data you need
Why didiator?
Easy dependency injection to your business logic
Separating dependencies from your controllers. They can just parse external requests and interact with the Mediator
CQRS
Event publishing
Flexible configuration
Middlewares support
Why not?
You don’t need it
Maybe too low coupling: navigation becomes more difficult
Didiator is in beta now
No support for synchronous handlers
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