Is a built-in job scheduler in the works?

Ray Core Ray Workflows
1

Hi Ray Team,

I heard about Ray Workflows and was wondering if there is a built-in job scheduler in the works. I have been a huge fan of the Ray ecosystem and would really prefer not having to run prefect or airflow or something else for scheduling workflows. Icing on the cake would be a basic UI!

If there is a scheduler I can pretty much do everything within Ray.

  • Workflows for orchestrating and scheduling jobs
  • Dask, Spark, or Modin on Ray + Ray Data for preprocessing.
  • Ray Tune & Train for Distributed Tuning and Training
  • RLlib if doing Reinforcement Learning
  • Model Serving with Ray Serve

I’m super excited about where Ray is going. Thank you!!!

Best,

Nikhil

2

+1 for a job scheduler!