Async¶
New in version 2.3.0: Support for async code was added!
The StateMachine fully supports asynchronous code. You can write async Actions, Conditions, and Event triggers, while maintaining the same external API for both synchronous and asynchronous codebases.
This is achieved through a new concept called “engine,” an internal strategy pattern abstraction that manages transitions and callbacks.
There are two engines:
- SyncEngine
Activated if there are no async callbacks. All code runs exactly as it did before version 2.3.0.
- AsyncEngine
Activated if there is at least one async callback. The code runs asynchronously and requires a running event loop, which it will create if none exists.
These engines are internal and are activated automatically by inspecting the registered callbacks in the following scenarios:
Outer scope |
Async callbacks? |
Engine |
Creates internal loop |
Reuses external loop |
|---|---|---|---|---|
Sync |
No |
Sync |
No |
No |
Sync |
Yes |
Async |
Yes |
No |
Async |
No |
Sync |
No |
No |
Async |
Yes |
Async |
No |
Yes |
Note
All handlers will run on the same thread they are called. Therefore, mixing synchronous and asynchronous code is not recommended unless you are confident in your implementation.
Asynchronous Support¶
We support native coroutine callbacks using asyncio, enabling seamless integration with asynchronous code. There is no change in the public API of the library to work with asynchronous codebases.
See also
See Air Conditioner machine for an example of async code with a state machine.
>>> class AsyncStateMachine(StateMachine):
... initial = State('Initial', initial=True)
... final = State('Final', final=True)
...
... advance = initial.to(final)
...
... async def on_advance(self):
... return 42
>>> async def run_sm():
... sm = AsyncStateMachine()
... result = await sm.advance()
... print(f"Result is {result}")
... print(sm.current_state)
>>> asyncio.run(run_sm())
Result is 42
Final
Sync codebase with async callbacks¶
The same state machine can be executed in a synchronous codebase, even if it contains async callbacks. The callbacks will be awaited using asyncio.get_event_loop() if needed.
>>> sm = AsyncStateMachine()
>>> result = sm.advance()
>>> print(f"Result is {result}")
Result is 42
>>> print(sm.current_state)
Final
Initial State Activation for Async Code¶
If you perform checks against the current_state, like a loop while sm.current_state.is_final:, then on async code you must manually
await for the activate initial state to be able to check the current state.
If you don’t do any check for current state externally, just ignore this as the initial state is activated automatically before the first event trigger is handled.
>>> async def initialize_sm():
... sm = AsyncStateMachine()
... await sm.activate_initial_state()
... return sm
>>> sm = asyncio.run(initialize_sm())
>>> print(sm.current_state)
Initial
Hint
This manual initial state activation on async is because Python don’t allow awaiting at class initalization time and the initial state activation may contain async callbacks that must be awaited.