🚧 Unfinished rate limiter
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90
src/utils/rate_limiter.py
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90
src/utils/rate_limiter.py
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from threading import Lock, Thread
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from time import time_ns, sleep
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class RateLimiter:
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"""
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Thread-safe and blocking rate limiter.
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* There are at most X tokens available in the limiter
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* Tokens can't be picked faster than every Y nanoseconds
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* Acquire will block until those conditions are met
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* The first to request a token will also be the first to acquire one
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"""
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PICK_SPACING_NS: float
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MAX_TOKENS: int
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_last_pick_time: int = 0
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_n_tokens: int = 0
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_queue: list[Lock] = None
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_queue_lock: Lock = None
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_tokens_lock: Lock = None
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_last_pick_time_lock: Lock = None
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def __init__(self, pick_spacing_ns: float, max_tokens: int) -> None:
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self.PICK_SPACING_NS = pick_spacing_ns
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self.MAX_TOKENS = max_tokens
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self._last_pick_time = 0
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self._last_pick_time_lock = Lock()
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self._queue = []
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self._queue_lock = Lock()
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self._n_tokens = max_tokens
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self._tokens_lock = Lock()
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def update_queue(self) -> None:
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"""
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Move the queue forward if possible.
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Non-blocking, logic runs in a daemon thread.
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"""
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thread = Thread(target=self.queue_update_thread_func, daemon=True)
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thread.start()
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def queue_update_thread_func(self) -> None:
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"""Queue-updating thread's entry point"""
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with self._queue_lock, self._tokens_lock:
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# Unlock as many locks in the queue as there are tokens available
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n_unlocked = min(len(self._queue), self._n_tokens)
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for _ in range(n_unlocked):
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lock = self._queue.pop(0)
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lock.release()
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# Consume the tokens used
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self._n_tokens -= n_unlocked
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def add_to_queue(self) -> Lock:
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"""Create a lock, add it to the queue and return it"""
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lock = Lock()
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lock.acquire()
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with self._queue_lock:
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self._queue.append(lock)
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return lock
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def acquire(self) -> None:
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"""
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Pick a token from the limiter.
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Will block:
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* Until your turn in queue
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* Until the minimum pick spacing is satified
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"""
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# Wait our turn in queue
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# (no need for with since queue locks are unique, will be destroyed after that)
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lock = self.add_to_queue()
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self.update_queue()
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lock.acquire()
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# TODO move to queue unlock (else order is not ensured)
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# Satisfy the minimum pick spacing
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now = time_ns()
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with self._last_pick_time_lock:
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elapsed = now - self._last_pick_time
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ns_to_sleep = self.PICK_SPACING_NS - elapsed
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self._last_pick_time = now
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if ns_to_sleep > 0:
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sleep(ns_to_sleep / 10**9)
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self._last_pick_time += ns_to_sleep
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def release(self) -> None:
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"""Return a token to the bucket"""
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with self._tokens_lock:
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self._n_tokens += 1
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self.update_queue()
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