def create():
dt235 = datetime.utcfromtimestamp(235)
dt255 = datetime.utcfromtimestamp(255)
return xs.pipe(
ops.take_until_with_time(dt255),
ops.take_until_with_time(dt235),
)
def recursive_predict(self):
if self.is_prediction_mode:
self.processor.add_data_batch(self.data_to_predict)
# X = self.processor.pca(self.processor.processed_data.reshape(1, -1))
self.trainer.predict(self.data_to_predict)
self.connector.data.pipe(take_until_with_time(1)).subscribe(
observer=self.loop_data,
on_error=print,
on_completed=self.recursive_predict)
def record(self, path='./processor_data', recording_length=10):
if not self.is_recording:
self._save_path = os.path.realpath(path)
self.recorded_data = []
self.is_recording = True
self.data.pipe(take_until_with_time(recording_length)).subscribe(
observer=lambda values: self.recorded_data.append(values),
on_error=lambda e: print(e),
on_completed=self._save)
else:
print('Already recording...')
def __init__(self, poll: PollModel):
"""
Initializes the class. If there is no duration for the poll or is inactive, it only will initialize
with the poll attribute
Attributes:
poll(PollModel): Object with the poll
"""
# TODO check if is active
self.poll = poll
if self.poll.duration == -1:
return
# Use for avoid waiting to edit message
# https://stackoverflow.com/questions/53722398/how-to-send-a-message-with-discord-py-from-outside-the-event-loop-i-e-from-pyt
self._loop = asyncio.get_event_loop()
self.sub = rx.interval(REFRESH_RATE).pipe(
# Seconds that the poll will last
op.take_until_with_time(self.poll.duration))
self.subscribe()
def create():
dt = datetime.utcfromtimestamp(250)
return xs.pipe(ops.take_until_with_time(dt))
def create():
return xs.pipe(ops.take_until_with_time(datetime.utcfromtimestamp(0)))