SoumavaBanerjee / Task_Queue_POC

Introduction

This POC intends to demonstrate the usage of task queues.

What does it do ?

• The frontend has a button which sends a post request to server with a delay field.

• The backend creates a Celery task which simulates a delay. It waits for delay seconds before getting completed.

• The backend exposes two endpoints. One for creating a task, returning the task_id. Another to get the status a respective task. A task can either be in_progress or be completed.

• Frontend uses a technique called polling to fetch progress of the active task. A progress bar is rendered for visualization.

• Finally, a done message is shown when the task reaches the completed state.

Tech Stack used

• For the frontend, it uses React along with Axios to make the http requests.

• The backend uses Fastapi along with Celery as the Task Queue.

• Redis is used both as a message broker and the result backend for our current implementation.

• Flower is used to monitor the tasks, workers and the whole Task Queue system.