Ray Jobs CLI API Reference

This section contains commands for Ray Job Submission.

Warning

When using the CLI, do not wrap the entrypoint command in quotes. For example, use ray job submit --working_dir="." -- python script.py instead of ray job submit --working_dir="." -- "python script.py". Otherwise you may encounter the error /bin/sh: 1: python script.py: not found.

Warning

You must provide the entrypoint command, python script.py, last (after the --), and any other arguments to ray job submit (e.g., --working_dir=".") must be provided before the two hyphens (--). For example, use ray job submit --working_dir="." -- python script.py instead of ray job submit -- python script.py --working_dir=".". This syntax supports the use of -- to separate arguments to ray job submit from arguments to the entrypoint command.