Adel R.
adrem27.bsky.social
Adel R.
@adrem27.bsky.social
Enjoy Open source software and GenAI? Developer & DevOps sometimes🧑🏻‍💻
5/ But if you want distributed system with persistence support. Celery handles cross-process or cross-machine tasks with a broker like Redis. Redis alone supports persistent, high-volume queues across systems. Both require setup and add complexity. #SystemDesign
May 1, 2025 at 3:27 PM
4/ asyncio.Queue: Useful for lightweight, in-process concurrency. Simple to get started right away—no setup, just Python. Best for I/O-bound tasks in a single process (e.g., scrapers, real-time processing). No persistence, not distributed.
May 1, 2025 at 3:27 PM
3/ Here and example of a web scraper. Multiple coroutines fetch URLs and process responses concurrently, coordinated by a queue.
May 1, 2025 at 3:27 PM
2/ Useful when chaining tasks like fetching → processing → storing data, rate-limited work like managing API calls, or producer/consumer pattern (fast producer, slow consumer). #AsyncProgramming
May 1, 2025 at 3:27 PM