Coding Challenge: Queue-Based Distribution
Explore how to implement a queue-based distribution system in Python using Celery and Redis. Learn to create a task that counts word frequencies in documents, register it with Celery, and deploy a worker to process tasks asynchronously, improving scalability and performance.
Problem
Suppose you have a bunch of documents, and you want to count the frequency of all the words occurring in those documents. This is a heavy task so you want to use a queue-based system celery with the broker and backend of redis. ...