Source code for pm4py.streaming.stream.live_event_stream
'''
PM4Py – A Process Mining Library for Python
Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Affero General Public License as
published by the Free Software Foundation, either version 3 of the
License, or any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU Affero General Public License for more details.
You should have received a copy of the GNU Affero General Public License
along with this program. If not, see this software project's root or
visit <https://www.gnu.org/licenses/>.
Website: https://processintelligence.solutions
Contact: info@processintelligence.solutions
'''
import collections
import threading
from concurrent.futures import ThreadPoolExecutor
from enum import Enum
from pm4py.util import exec_utils
[docs]
class StreamState(Enum):
INACTIVE = 1
ACTIVE = 2
FINISHED = 3
[docs]
class Parameters(Enum):
THREAD_POOL_SIZE = "thread_pool_size"
[docs]
class LiveEventStream:
def __init__(self, parameters=None):
self._dq = collections.deque()
self._state = StreamState.INACTIVE
self._lock = threading.Lock()
self._cond = threading.Condition(self._lock)
self._observers = set()
self._mail_man = None
self._tp = ThreadPoolExecutor(
exec_utils.get_param_value(
Parameters.THREAD_POOL_SIZE, parameters, 6
)
)
[docs]
def append(self, event):
self._cond.acquire()
if self._state != StreamState.FINISHED:
self._dq.append(event)
self._cond.notify()
self._cond.release()
def _deliver(self):
while self._state != StreamState.INACTIVE:
self._cond.acquire()
while len(self._dq) == 0:
self._cond.notify()
if self._state != StreamState.FINISHED:
self._cond.wait()
else:
self._cond.release()
return
event = self._dq.popleft()
for algo in self._observers:
self._tp.submit(algo.receive, event)
self._cond.release()
[docs]
def start(self):
self._cond.acquire()
self._state = StreamState.ACTIVE
self._mail_man = threading.Thread(target=self._deliver)
self._mail_man.start()
self._cond.release()
[docs]
def stop(self):
self._cond.acquire()
while len(self._dq) > 0:
self._cond.wait()
self._tp.shutdown()
if self._state == StreamState.ACTIVE:
self._state = StreamState.FINISHED
self._cond.notify()
self._cond.release()
[docs]
def register(self, algo):
self._cond.acquire()
self._observers.add(algo)
self._cond.release()
[docs]
async def deregister(self, algo):
self._cond.acquire()
self._observers.remove(algo)
self._cond.release()
def _get_state(self):
return self._state
state = property(_get_state)