codalab / codalab/codabench

Running User Submissions on Kubernetes

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Enhancement
Dominant language
Python
Stars
176
Forks
74
Avg merge
5d 3h
Merged PRs (30d)
21

Description

Hi everyone!

Following the discussion from https://github.com/codalab/codabench/issues/1933, we will be able to deploy Codabench using Kubernetes. All components will have their own templates, but we still cannot run the user submissions themselves on Kubernetes.

We should update the ingestion and scoring phases so that the Compute Worker pod can create pods to handle such phases.

@hahahannes and I will open a PR adding this feature, and we would be happy to hear your feedback.

Best,
Paulo and Hannes

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 reading issue 1933 and the Kubernetes deployment templates, then locate the ingestion and scoring phases and the Compute Worker entry point. The issue names no files or tests. Done means the Compute Worker can create Kubernetes pods to run user submissions during both phases.

Written by the indexing model from the issue text.

Assessment

Tech stack
kubernetes, python
Domain
backend, distributed-systems, infrastructure
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
25/100

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