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python python performance task queues

Python Queue Broker Comparison: Kafka vs SQS vs Redis for Background Task Processing

This is an AI updated revision of the original post A stock update endpoint takes 5-14 seconds, blocking customer requests and locking up workers. The obvious fix is a background task queue – but which broker and Python client should you use? This post benchmarks Apache Kafka, Amazon SQS, and Redis across reliability, throughput, and […]

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Python queue Comparisons: Kafka, AWS SQS and Redis

An interesting question has come up for a real world task. What queue and python queue client should be used? In this post, a few queue options will be tried in the attempt to answer which one should be used. The Problem The real world problem is currently a single api is used to serve […]