import datetime import pprint import traceback from typing import ClassVar, List, Optional, Type, Union, cast from asgiref.sync import sync_to_async from django.conf import settings from django.db import models, transaction from django.utils import timezone from django.utils.functional import classproperty from stator.graph import State, StateGraph class StateField(models.CharField): """ A special field that automatically gets choices from a state graph """ def __init__(self, graph: Type[StateGraph], **kwargs): # Sensible default for state length kwargs.setdefault("max_length", 100) # Add choices and initial self.graph = graph kwargs["choices"] = self.graph.choices kwargs["default"] = self.graph.initial_state.name super().__init__(**kwargs) def deconstruct(self): name, path, args, kwargs = super().deconstruct() kwargs["graph"] = self.graph return name, path, args, kwargs def get_prep_value(self, value): if isinstance(value, State): return value.name return value class StatorModel(models.Model): """ A model base class that has a state machine backing it, with tasks to work out when to move the state to the next one. You need to provide a "state" field as an instance of StateField on the concrete model yourself. """ # If this row is up for transition attempts (which it always is on creation!) state_ready = models.BooleanField(default=True) # When the state last actually changed, or the date of instance creation state_changed = models.DateTimeField(auto_now_add=True) # When the last state change for the current state was attempted # (and not successful, as this is cleared on transition) state_attempted = models.DateTimeField(blank=True, null=True) # If a lock is out on this row, when it is locked until # (we don't identify the lock owner, as there's no heartbeats) state_locked_until = models.DateTimeField(null=True, blank=True) # Collection of subclasses of us subclasses: ClassVar[List[Type["StatorModel"]]] = [] class Meta: abstract = True def __init_subclass__(cls) -> None: if cls is not StatorModel: cls.subclasses.append(cls) @classproperty def state_graph(cls) -> Type[StateGraph]: return cls._meta.get_field("state").graph @classmethod async def atransition_schedule_due(cls, now=None) -> models.QuerySet: """ Finds instances of this model that need to run and schedule them. """ q = models.Q() for state in cls.state_graph.states.values(): state = cast(State, state) if not state.externally_progressed: q = q | models.Q( ( models.Q( state_attempted__lte=timezone.now() - datetime.timedelta( seconds=cast(float, state.try_interval) ) ) | models.Q(state_attempted__isnull=True) ), state=state.name, ) await cls.objects.filter(q).aupdate(state_ready=True) @classmethod def transition_get_with_lock( cls, number: int, lock_expiry: datetime.datetime ) -> List["StatorModel"]: """ Returns up to `number` tasks for execution, having locked them. """ with transaction.atomic(): selected = list( cls.objects.filter( state_locked_until__isnull=True, state_ready=True, state__in=cls.state_graph.automatic_states, )[:number].select_for_update() ) cls.objects.filter(pk__in=[i.pk for i in selected]).update( state_locked_until=lock_expiry ) return selected @classmethod async def atransition_get_with_lock( cls, number: int, lock_expiry: datetime.datetime ) -> List["StatorModel"]: return await sync_to_async(cls.transition_get_with_lock)(number, lock_expiry) @classmethod async def atransition_clean_locks(cls): await cls.objects.filter(state_locked_until__lte=timezone.now()).aupdate( state_locked_until=None ) def transition_schedule(self): """ Adds this instance to the queue to get its state transition attempted. The scheduler will call this, but you can also call it directly if you know it'll be ready and want to lower latency. """ self.state_ready = True self.save() async def atransition_attempt(self) -> Optional[State]: """ Attempts to transition the current state by running its handler(s). """ current_state = self.state_graph.states[self.state] # If it's a manual progression state don't even try # We shouldn't really be here in this case, but it could be a race condition if current_state.externally_progressed: print( f"Warning: trying to progress externally progressed state {self.state}!" ) return None try: next_state = await current_state.handler(self) except BaseException as e: await StatorError.acreate_from_instance(self, e) if settings.SENTRY_ENABLED: from sentry_sdk import capture_exception capture_exception(e) traceback.print_exc() else: if next_state: # Ensure it's a State object if isinstance(next_state, str): next_state = self.state_graph.states[next_state] # Ensure it's a child if next_state not in current_state.children: raise ValueError( f"Cannot transition from {current_state} to {next_state} - not a declared transition" ) await self.atransition_perform(next_state) return next_state await self.__class__.objects.filter(pk=self.pk).aupdate( state_attempted=timezone.now(), state_locked_until=None, state_ready=False, ) return None def transition_perform(self, state: Union[State, str]): """ Transitions the instance to the given state name, forcibly. """ if isinstance(state, State): state = state.name if state not in self.state_graph.states: raise ValueError(f"Invalid state {state}") self.__class__.objects.filter(pk=self.pk).update( state=state, state_changed=timezone.now(), state_attempted=None, state_locked_until=None, state_ready=True, ) atransition_perform = sync_to_async(transition_perform) class StatorError(models.Model): """ Tracks any errors running the transitions. Meant to be cleaned out regularly. Should probably be a log. """ # appname.modelname (lowercased) label for the model this represents model_label = models.CharField(max_length=200) # The primary key of that model (probably int or str) instance_pk = models.CharField(max_length=200) # The state we were on state = models.CharField(max_length=200) # When it happened date = models.DateTimeField(auto_now_add=True) # Error name error = models.TextField() # Error details error_details = models.TextField(blank=True, null=True) @classmethod async def acreate_from_instance( cls, instance: StatorModel, exception: Optional[BaseException] = None, ): detail = traceback.format_exc() if exception and len(exception.args) > 1: detail += "\n\n" + "\n\n".join( pprint.pformat(arg) for arg in exception.args ) return await cls.objects.acreate( model_label=instance._meta.label_lower, instance_pk=str(instance.pk), state=instance.state, error=str(exception), error_details=detail, )