What are reader-writer queues and why are they useful?
Reader-writer queues allow multiple readers to access data simultaneously while ensuring exclusive access for writers, improving efficiency.
How can I implement a reader-writer queue in Python?
You can use threading and condition variables in Python. Would you like a code example?
Yes, please provide a simple code example.
Here's a basic implementation using the threading module:
import threading
class ReaderWriterQueue:
def __init__(self):
self.readers = 0
self.lock = threading.Lock()
self.write_lock = threading.Lock()
def start_reading(self):
with self.lock:
self.readers += 1
if self.readers == 1:
self.write_lock.acquire()
def stop_reading(self):
with self.lock:
self.readers -= 1
if self.readers == 0:
self.write_lock.release()
def start_writing(self):
self.write_lock.acquire()
def stop_writing(self):
self.write_lock.release()
What are some potential issues I should be aware of when using reader-writer queues?
Potential issues include deadlocks, starvation of writers, and performance bottlenecks if not managed properly.
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