FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches https://doi.org/10.1109/TVCG.2022.3141040
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FeatureEnVi/backend/venv/lib/python3.7/site-packages/pymongo/periodic_executor.py

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5.4 KiB

# Copyright 2014-present MongoDB, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you
# may not use this file except in compliance with the License. You
# may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
# implied. See the License for the specific language governing
# permissions and limitations under the License.
"""Run a target function on a background thread."""
import atexit
import threading
import time
import weakref
from pymongo.monotonic import time as _time
class PeriodicExecutor(object):
def __init__(self, interval, min_interval, target, name=None):
""""Run a target function periodically on a background thread.
If the target's return value is false, the executor stops.
:Parameters:
- `interval`: Seconds between calls to `target`.
- `min_interval`: Minimum seconds between calls if `wake` is
called very often.
- `target`: A function.
- `name`: A name to give the underlying thread.
"""
# threading.Event and its internal condition variable are expensive
# in Python 2, see PYTHON-983. Use a boolean to know when to wake.
# The executor's design is constrained by several Python issues, see
# "periodic_executor.rst" in this repository.
self._event = False
self._interval = interval
self._min_interval = min_interval
self._target = target
self._stopped = False
self._thread = None
self._name = name
self._thread_will_exit = False
self._lock = threading.Lock()
def open(self):
"""Start. Multiple calls have no effect.
Not safe to call from multiple threads at once.
"""
with self._lock:
if self._thread_will_exit:
# If the background thread has read self._stopped as True
# there is a chance that it has not yet exited. The call to
# join should not block indefinitely because there is no
# other work done outside the while loop in self._run.
try:
self._thread.join()
except ReferenceError:
# Thread terminated.
pass
self._thread_will_exit = False
self._stopped = False
started = False
try:
started = self._thread and self._thread.is_alive()
except ReferenceError:
# Thread terminated.
pass
if not started:
thread = threading.Thread(target=self._run, name=self._name)
thread.daemon = True
self._thread = weakref.proxy(thread)
_register_executor(self)
thread.start()
def close(self, dummy=None):
"""Stop. To restart, call open().
The dummy parameter allows an executor's close method to be a weakref
callback; see monitor.py.
"""
self._stopped = True
def join(self, timeout=None):
if self._thread is not None:
try:
self._thread.join(timeout)
except (ReferenceError, RuntimeError):
# Thread already terminated, or not yet started.
pass
def wake(self):
"""Execute the target function soon."""
self._event = True
def __should_stop(self):
with self._lock:
if self._stopped:
self._thread_will_exit = True
return True
return False
def _run(self):
while not self.__should_stop():
try:
if not self._target():
self._stopped = True
break
except:
with self._lock:
self._stopped = True
self._thread_will_exit = True
raise
deadline = _time() + self._interval
while not self._stopped and _time() < deadline:
time.sleep(self._min_interval)
if self._event:
break # Early wake.
self._event = False
# _EXECUTORS has a weakref to each running PeriodicExecutor. Once started,
# an executor is kept alive by a strong reference from its thread and perhaps
# from other objects. When the thread dies and all other referrers are freed,
# the executor is freed and removed from _EXECUTORS. If any threads are
# running when the interpreter begins to shut down, we try to halt and join
# them to avoid spurious errors.
_EXECUTORS = set()
def _register_executor(executor):
ref = weakref.ref(executor, _on_executor_deleted)
_EXECUTORS.add(ref)
def _on_executor_deleted(ref):
_EXECUTORS.remove(ref)
def _shutdown_executors():
if _EXECUTORS is None:
return
# Copy the set. Stopping threads has the side effect of removing executors.
executors = list(_EXECUTORS)
# First signal all executors to close...
for ref in executors:
executor = ref()
if executor:
executor.close()
# ...then try to join them.
for ref in executors:
executor = ref()
if executor:
executor.join(1)
executor = None
atexit.register(_shutdown_executors)