def __init__(self,
decider: BoboDecider,
exchange_name: str,
user_id: str,
parameters: ConnectionParameters,
delay: float,
max_sync_attempts: int = 3) -> None:
super().__init__()
self.parameters = parameters
self.outgoing = BoboDistOutgoing(decider=decider,
exchange_name=exchange_name,
user_id=user_id,
parameters=parameters,
max_sync_attempts=max_sync_attempts)
self.incoming = BoboDistIncoming(outgoing=self.outgoing,
decider=decider,
exchange_name=exchange_name,
user_id=user_id,
parameters=parameters)
self._incoming_thread = BoboTaskThread(self.incoming, delay)
self._outgoing_thread = BoboTaskThread(self.outgoing, delay)
def _config_forwarder(self) -> None:
if self._action_forwarder is None:
self._action_forwarder = NoAction()
self._forwarder = ActionForwarder(action=self._action_forwarder,
max_queue_size=self._max_queue_size,
active=(not self._distributed))
self._forwarder_thread = BoboTaskThread(task=self._forwarder,
delay=self._delay)
def _config_decider(self) -> None:
self._decider = BoboDecider(recursive=self._recursive,
max_queue_size=self._max_queue_size,
active=(not self._distributed))
self._decider_thread = BoboTaskThread(task=self._decider,
delay=self._delay)
# Receiver -> Decider
self._receiver.subscribe(self._decider)
def _config_receiver(self) -> None:
if self._validator is None:
self._validator = AnyValidator()
self._receiver = BoboReceiver(validator=self._validator,
formatter=PrimitiveEventFormatter(),
max_queue_size=self._max_queue_size,
active=(not self._distributed))
self._receiver_thread = BoboTaskThread(task=self._receiver,
delay=self._delay)
if self._req_null_data:
self._null_data_generator = BoboNullDataGenerator(
receiver=self._receiver,
null_data=self._null_data_obj,
active=(not self._distributed))
self._null_event_thread = BoboTaskThread(
task=self._null_data_generator, delay=self._null_data_delay)
class BoboDistManager:
"""A manager for incoming and outgoing data that helps multiple
:code:`bobocep` instances synchronise data between each other using an
external message queue system.
:param decider: The decider to which synchronisation will occur.
:type decider: BoboDecider
:param exchange_name: The exchange name to connect to on the external
message queue system.
:type exchange_name: str
:param user_id: The user ID to use on the external message queue system.
:type user_id: str
:param parameters: Parameters to connect to a message broker.
:type parameters: ConnectionParameters
:param delay: The delay for internal BoboTask threads, in seconds.
:type delay: float
:param max_sync_attempts: Maximum attempts to sync with other
:code:`bobocep` instances before giving up,
defaults to 3.
:type max_sync_attempts: int, optional
"""
def __init__(self,
decider: BoboDecider,
exchange_name: str,
user_id: str,
parameters: ConnectionParameters,
delay: float,
max_sync_attempts: int = 3) -> None:
super().__init__()
self.parameters = parameters
self.outgoing = BoboDistOutgoing(decider=decider,
exchange_name=exchange_name,
user_id=user_id,
parameters=parameters,
max_sync_attempts=max_sync_attempts)
self.incoming = BoboDistIncoming(outgoing=self.outgoing,
decider=decider,
exchange_name=exchange_name,
user_id=user_id,
parameters=parameters)
self._incoming_thread = BoboTaskThread(self.incoming, delay)
self._outgoing_thread = BoboTaskThread(self.outgoing, delay)
def start(self):
"""Run the manager threads."""
self._incoming_thread.start()
self._outgoing_thread.start()
def cancel(self):
"""Cancel the manager threads."""
self._incoming_thread.cancel()
self._outgoing_thread.cancel()
class BoboSetup(IDistOutgoingSubscriber):
"""A class to set up a working :code:`bobocep` process.
:param delay: The delay, in seconds, for internal threads to wait before
repeating its processing task, defaults to 0.5.
:type delay: float, optional
:param recursive: Whether CompositeEvent instances should be put back
into the system on generation, defaults to True.
:type recursive: bool, optional
:param max_queue_size: The maximum data queue size,
defaults to 0 (infinite).
:type max_queue_size: int, optional
:param max_recent: The maximum number of recent CompositeEvent instances
generated by this handler to pass to runs.
Minimum of 1, defaults to 1.
:type max_recent: int, optional
"""
def __init__(self,
delay: float = 0.5,
recursive: bool = True,
max_queue_size: int = 0,
max_recent: int = 1) -> None:
super().__init__()
self._delay = delay
self._recursive = recursive
self._max_queue_size = max_queue_size
self._max_recent = max(1, max_recent)
self._lock = RLock()
self._running = False
self._cancelled = False
self._configured = False
self._validator = None
self._event_defs = []
self._action_producer = None
self._action_forwarder = None
self._req_null_data = False
self._null_data_generator = None
self._null_data_delay = 0
self._null_data_obj = None
self._distributed = False
self._manager = None
self._exchange_name = None
self._user_name = None
self._parameters = None
self._user_id = None
self._is_synced = False
self._receiver = None
self._decider = None
self._producer = None
self._forwarder = None
self._receiver_thread = None
self._null_event_thread = None
self._decider_thread = None
self._producer_thread = None
self._forwarder_thread = None
self._subs_receiver = []
self._subs_decider = {}
self._subs_producer = {}
self._subs_forwarder = []
def is_ready(self) -> bool:
"""
:return: True if active and synced, False otherwise.
"""
with self._lock:
if self.is_active():
if self._distributed:
return self._is_synced
else:
return True
def is_active(self) -> bool:
"""
:return: True if running and not cancelled, False otherwise.
"""
with self._lock:
return self._running and not self._cancelled
def is_inactive(self) -> bool:
"""
:return: True if not running and not cancelled, False otherwise.
"""
with self._lock:
return not self._running and not self._cancelled
def is_cancelled(self) -> bool:
"""
:return: True if cancelled, False otherwise.
"""
with self._lock:
return self._cancelled
def is_configured(self) -> bool:
"""
:return: True if configured, False otherwise.
"""
with self._lock:
return self._configured
def get_receiver(self) -> BoboReceiver:
"""
:raises RuntimeError: Attempting access before configuration.
:return: The Receiver.
"""
with self._lock:
if not self._configured:
raise RuntimeError("Setup must be configured first.")
return self._receiver
def get_decider(self) -> BoboDecider:
"""
:raises RuntimeError: Attempting access before configuration.
:return: The Receiver.
"""
with self._lock:
if not self._configured:
raise RuntimeError("Setup must be configured first.")
return self._decider
def get_producer(self) -> ActionProducer:
"""
:raises RuntimeError: Attempting access before configuration.
:return: The Receiver.
"""
with self._lock:
if not self._configured:
raise RuntimeError("Setup must be configured first.")
return self._producer
def get_forwarder(self) -> ActionForwarder:
"""
:raises RuntimeError: Attempting access before configuration.
:return: The Forwarder.
"""
with self._lock:
if not self._configured:
raise RuntimeError("Setup must be configured first.")
return self._forwarder
def get_distributed(self) -> BoboDistManager:
"""
:raises RuntimeError: Attempting access before configuration.
:raises RuntimeError: Distributed was not configured.
:return: The distrubted manager.
"""
with self._lock:
if not self._configured:
raise RuntimeError("Setup must be configured first.")
elif not self._distributed:
raise RuntimeError("Distributed was not configured.")
return self._manager
def get_null_data_generator(self) -> BoboNullDataGenerator:
"""
:raises RuntimeError: Attempting access before configuration.
:return: The null data generator, or None if one was not configured
during setup.
"""
with self._lock:
if not self._configured:
raise RuntimeError("Setup must be configured first.")
return self._null_data_generator
def get_complex_events(self) -> List[BoboComplexEvent]:
"""
:return: A list of complex event definitions currently in setup.
"""
with self._lock:
if self.is_inactive():
return self._event_defs[:]
def add_complex_event(self, event_def: BoboComplexEvent) -> None:
"""
Adds a complex event definition to the setup.
:param event_def: The complex event definition.
:type event_def: BoboComplexEvent
"""
with self._lock:
if self.is_inactive():
self._event_defs.append(event_def)
def config_receiver(self, validator: BoboValidator) -> None:
"""
Configure the Receiver.
:param validator: The validator to use in the Receiver.
:type validator: BoboValidator
"""
with self._lock:
if self.is_inactive():
self._validator = validator
def config_producer(self, action: BoboAction) -> None:
"""
Configure the Producer.
:param action: The action to execute in the Producer on CompositeEvent
generation. If this action returns True, the
CompositeEvent is passed to the Forwarder. Otherwise,
it is dropped.
:type action: BoboAction
"""
with self._lock:
if self.is_inactive():
self._action_producer = action
def config_forwarder(self, action: BoboAction) -> None:
"""
Configure the Forwarder.
:param action: The action to execute in the Forwarder. If this action
returns True, the CompositeEvent is passed to the
Forwarder's subscribers. Otherwise, it is dropped.
:type action: BoboAction
"""
with self._lock:
if self.is_inactive():
self._action_forwarder = action
def config_distributed(self, exchange_name: str, user_name: str,
parameters: ConnectionParameters) -> None:
"""
Configure the connection to the external message broker.
:param exchange_name: The exchange name.
:type exchange_name: str
:param user_name: The user name.
:type user_name: str
:param parameters: Parameters to connect to a message broker.
:type parameters: ConnectionParameters
"""
with self._lock:
if self.is_inactive():
self._distributed = True
self._exchange_name = exchange_name
self._user_name = user_name
self._parameters = parameters
def config_null_data(self, delay_sec: float,
null_data: BoboNullData) -> None:
"""
Configure static data to be input periodically into the Receiver.
:param delay_sec: The rate at which to send data. Minimum of 0.1
seconds.
:type delay_sec: float
:param null_data: The data to send. Ensure that it is able to pass the
Receiver's validation criteria. Otherwise, the null
data will not enter the system.
:type null_data: BoboNullData
"""
with self._lock:
if self.is_inactive():
self._req_null_data = True
self._null_data_delay = max(0.1, delay_sec)
self._null_data_obj = null_data
def on_sync(self) -> None:
with self._lock:
if self._distributed:
self._activate_tasks()
self._is_synced = True
def start(self) -> None:
"""Start the setup.
:raises RuntimeError: Running setup when it is already active.
:raises RuntimeError: No complex event definitions found.
"""
with self._lock:
if self.is_active():
raise RuntimeError("Setup is already active.")
if not self._configured:
self.configure()
self._start_threads()
self._running = True
# tasks active by default if not distributed, sync immediately
if not self._distributed:
self._is_synced = True
def configure(self) -> None:
with self._lock:
if self._cancelled:
raise RuntimeError("Setup has been cancelled.")
if self.is_active():
raise RuntimeError("Setup is already active.")
if self._configured:
raise RuntimeError("Setup is already configured.")
if len(self._event_defs) == 0:
raise RuntimeError("No complex event definitions found. "
"At least one must be provided.")
self._config_receiver()
self._config_decider()
self._config_producer()
self._config_forwarder()
self._config_distributed()
self._config_definitions()
self._config_extra_subscriptions()
self._configured = True
def cancel(self) -> None:
"""Cancel the setup."""
with self._lock:
if not self._cancelled:
self._cancelled = True
if self._running:
self._running = False
self._deactivate_tasks()
self._stop_threads()
def subscribe_receiver(self, subscriber: IReceiverSubscriber) -> None:
with self._lock:
if self.is_inactive():
if subscriber not in self._subs_receiver:
self._subs_receiver.append(subscriber)
def subscribe_decider(self, nfa_name: str,
subscriber: IDeciderSubscriber) -> None:
with self._lock:
if self.is_inactive():
if nfa_name not in self._subs_decider:
self._subs_decider[nfa_name] = []
if subscriber not in self._subs_decider[nfa_name]:
self._subs_decider[nfa_name].append(subscriber)
def subscribe_producer(self, nfa_name: str,
subscriber: IProducerSubscriber) -> None:
with self._lock:
if self.is_inactive():
if nfa_name not in self._subs_producer:
self._subs_producer[nfa_name] = []
if subscriber not in self._subs_producer[nfa_name]:
self._subs_producer[nfa_name].append(subscriber)
def subscribe_forwarder(self, subscriber: IForwarderSubscriber) -> None:
with self._lock:
if self.is_inactive() and subscriber not in self._subs_forwarder:
self._subs_forwarder.append(subscriber)
def _config_receiver(self) -> None:
if self._validator is None:
self._validator = AnyValidator()
self._receiver = BoboReceiver(validator=self._validator,
formatter=PrimitiveEventFormatter(),
max_queue_size=self._max_queue_size,
active=(not self._distributed))
self._receiver_thread = BoboTaskThread(task=self._receiver,
delay=self._delay)
if self._req_null_data:
self._null_data_generator = BoboNullDataGenerator(
receiver=self._receiver,
null_data=self._null_data_obj,
active=(not self._distributed))
self._null_event_thread = BoboTaskThread(
task=self._null_data_generator, delay=self._null_data_delay)
def _config_decider(self) -> None:
self._decider = BoboDecider(recursive=self._recursive,
max_queue_size=self._max_queue_size,
active=(not self._distributed))
self._decider_thread = BoboTaskThread(task=self._decider,
delay=self._delay)
# Receiver -> Decider
self._receiver.subscribe(self._decider)
def _config_producer(self) -> None:
if self._action_producer is None:
self._action_producer = NoAction()
self._producer = ActionProducer(action=self._action_producer,
max_queue_size=self._max_queue_size,
active=(not self._distributed))
self._producer_thread = BoboTaskThread(task=self._producer,
delay=self._delay)
def _config_forwarder(self) -> None:
if self._action_forwarder is None:
self._action_forwarder = NoAction()
self._forwarder = ActionForwarder(action=self._action_forwarder,
max_queue_size=self._max_queue_size,
active=(not self._distributed))
self._forwarder_thread = BoboTaskThread(task=self._forwarder,
delay=self._delay)
def _config_distributed(self) -> None:
if self._distributed:
self._user_id = "{}-{}-{}".format(self._user_name, uuid4(),
time_ns())
self._manager = BoboDistManager(decider=self._decider,
exchange_name=self._exchange_name,
user_id=self._user_id,
parameters=self._parameters,
delay=self._delay)
# setup will activate tasks on sync
self._manager.outgoing.subscribe(self)
def _config_definitions(self) -> None:
for event_def in self._event_defs:
handler = BoboNFAHandler(nfa=BoboRuleBuilder.nfa(
name_nfa=event_def.name, pattern=event_def.pattern),
buffer=SharedVersionedMatchBuffer(),
max_recent=self._max_recent)
self._decider.add_nfa_handler(handler)
# Decider -> Producer
self._decider.subscribe(event_def.name, self._producer)
if self._recursive:
# Producer -> Decider
self._producer.subscribe(event_def.name, self._decider)
# Producer -> Forwarder
self._producer.subscribe(event_def.name, self._forwarder)
if event_def.action is not None:
# Producer -> Action
self._producer.subscribe(event_def.name, event_def.action)
# Action -> Producer
event_def.action.subscribe(self._producer)
if self._distributed:
# Handler -> Outgoing
handler.subscribe(self._manager.outgoing)
# Producer -> Outgoing
self._producer.subscribe(event_def.name,
self._manager.outgoing)
def _config_extra_subscriptions(self):
# receiver
for sub in self._subs_receiver:
self._receiver.subscribe(sub)
# decider
for nfa_name, subs in self._subs_decider.items():
for sub in subs:
self._decider.subscribe(nfa_name, sub)
# producer
for nfa_name, subs in self._subs_producer.items():
for sub in subs:
self._producer.subscribe(nfa_name, sub)
# forwarder
for sub in self._subs_forwarder:
self._forwarder.subscribe(sub)
def _start_threads(self) -> None:
self._receiver_thread.start()
self._decider_thread.start()
self._producer_thread.start()
self._forwarder_thread.start()
if self._null_event_thread is not None:
self._null_event_thread.start()
if self._manager is not None:
self._manager.start()
def _stop_threads(self) -> None:
self._receiver_thread.cancel()
self._decider_thread.cancel()
self._producer_thread.cancel()
self._forwarder_thread.cancel()
if self._null_event_thread is not None:
self._null_event_thread.cancel()
if self._manager is not None:
self._manager.cancel()
def _activate_tasks(self) -> None:
self._forwarder.activate()
self._producer.activate()
self._decider.activate()
self._receiver.activate()
if self._null_data_generator is not None:
self._null_data_generator.activate()
def _deactivate_tasks(self) -> None:
if self._null_data_generator is not None:
self._null_data_generator.deactivate()
self._receiver.deactivate()
self._decider.deactivate()
self._producer.deactivate()
self._forwarder.deactivate()