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from datetime import timedelta |
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from typing import Any, Optional |
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import curio |
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from ..protocol import Observable, Observer, Subscription, rx_observer |
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from .rx_create import rx_create |
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__all__ = ["rx_sample"] |
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View Code Duplication |
def rx_sample(observable: Observable, duration: timedelta) -> Observable: |
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"""Sample operator used to rate-limit the sequence. |
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Sample filter out elements based on the timing. |
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Sample will emit the LATEST value on a set interval or emit nothing if no new value arrived during the last interval. |
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Args: |
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observable (Observable): an observable instance |
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duration (timedelta): timedelta of interval (the duration) |
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Returns: |
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(Observable): observable instance |
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Raise: |
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(RuntimeError): if no observable or duration are provided |
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""" |
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if not observable or not duration: |
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raise RuntimeError("observable and duration are mandatory") |
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async def _subscribe(an_observer: Observer) -> Subscription: |
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_receive_value = False |
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_lastest_value = None |
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_consumer_task = None |
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_subscription: Optional[Subscription] = None |
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_duration = duration.total_seconds() |
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async def consumer(): |
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nonlocal _duration, _lastest_value, _receive_value |
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try: |
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while True: |
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await curio.sleep(_duration) # add duration delay before process a new one |
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if _receive_value: |
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await an_observer.on_next(_lastest_value) |
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_receive_value = False |
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except curio.TaskCancelled: |
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# it's time to finish |
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pass |
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async def _on_next(item: Any): |
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nonlocal _lastest_value, _receive_value |
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_lastest_value = item |
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_receive_value = True |
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async def _cancel_consumer(): |
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nonlocal _consumer_task |
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if _consumer_task: |
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await _consumer_task.cancel() |
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_consumer_task = None |
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async def _on_completed(): |
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nonlocal _consumer_task |
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await _cancel_consumer() |
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await an_observer.on_completed() |
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async def _on_error(err: Any): |
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nonlocal _consumer_task |
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await _cancel_consumer() |
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await an_observer.on_error(err=err) |
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async def _subscribe(): |
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nonlocal _consumer_task, _subscription |
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await _cancel_consumer() |
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if _subscription: |
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await _subscription() |
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_subscription = None |
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_consumer_task = await curio.spawn(consumer()) |
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_subscription = await observable.subscribe(rx_observer(on_next=_on_next, on_error=_on_error, on_completed=_on_completed)) |
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return _subscribe |
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return rx_create(subscribe=_subscribe, max_observer=1) |
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