ML4GW / ML4GW/aframe

Celery

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online-overhaul
Dominant language
Python
Stars
18
Forks
28
Avg merge
2d 2h
Merged PRs (30d)
7

Description

Replace torch.multiprocessing subprocess management with Celery + Redis for built-in retry logic, task chaining, and monitoring via the Flower dashboard.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the current torch.multiprocessing subprocess management and trace how tasks are launched and monitored. Replace that flow with Celery and Redis, covering built-in retries, task chaining, and Flower monitoring; done means the existing workflow uses the new task system and those capabilities are available.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, redis
Domain
backend, distributed-systems
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
35/100

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