!pip install ray from ray.job_submission import JobSubmissionClient # If using a remote cluster, replace 127.0.0.1 with the head node's IP address or set up port forwarding. client = JobSubmissionClient() job_id = client.submit_job( # Entrypoint shell command to execute entrypoint="python script.py", # Path to the local directory that contains the script.py file runtime_env={"working_dir": "./","excludes": ["/.cache","/.local"]} ) print(job_id)