🚧 Unfinished rate limiter

This commit is contained in:
GeoffreyCoulaud
2023-06-02 22:23:36 +02:00
parent 2009003dea
commit 06b6ee4593

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