snakemake / snakemake/snakemake-executor-plugin-aws-batch

Support for per-rule spot instances?

Open
#39 1 comment 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

Dominant language
Python
Stars
12
Forks
13
PR merge metrics
No merged PRs in 30d

Description

Currently, if we want to use spot instances with Batch, we need to send jobs to a queue that is connected to an environment set up using spot instances. But in reality, it often makes sense to send some long-running jobs to on-demand instances while others to spot instances, to minimize chances of interuptions. As far as I can undertand, this is currently not possible?

I'm wondering what would be the best way to bring that support. Ideally, we want a directive spot: True in the rule definition, but this requires modifying Snakemake code.

Alternatively, we can add a command line argument --spot-rules that takes a comma separated string of rule names that should be sent to spot instances (and --spot-job-queue that specifies the job queue to use for those jobs). The argument to --spot-rules can be quite long and unmanageable but that's the kind of setting that makes sense in a snakemake profile config so maybe it's acceptable?

Contributor guide

No contributing guide indexed for this repository

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 reviewing how Snakemake rules are represented and how AWS Batch job queues are selected. Compare the proposed per-rule spot: True directive with the --spot-rules and --spot-job-queue options, and define the desired queue-selection behavior before implementation.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, python
Domain
cloud
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.