How can I implement an async queue in Python?
You can use the asyncio
library along with queue.Queue
to create an async queue. Would you like a code example?
Yes, please provide a code example.
Here's a simple example:
import asyncio
from asyncio import Queue
async def worker(queue):
while True:
item = await queue.get()
if item is None:
break
print(f'Processing {item}')
queue.task_done()
async def main():
queue = Queue()
for i in range(5):
await queue.put(i)
tasks = [asyncio.create_task(worker(queue)) for _ in range(2)]
await queue.join() # Wait until all items are processed
for _ in range(2):
await queue.put(None) # Stop workers
await asyncio.gather(*tasks)
asyncio.run(main())
What does this code do?
This code creates an async queue where multiple workers process items concurrently. It demonstrates how to manage tasks asynchronously.
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