resubmit 0.0.8

Small wrapper around submitit to simplify cluster submissions

resubmit

Small utility library to simplify job submission with Submitit on SLURM clusters.

Quick usage:

• Install locally for development:

pip install -e .[debug]

• Use in your project:

from resubmit import submit_jobs, maybe_attach_debugger

# attach remote debugger if requested
maybe_attach_debugger(args.get("port", None))

# submit jobs (list of dicts)
submit_jobs(jobs_list, my_entrypoint, timeout_min=60, block=True)

API

submit_jobs(...) 🔧

Submit multiple jobs to a Slurm cluster using Submitit.

Signature (short):

submit_jobs(jobs_args: Iterable[dict], func: Callable[[List[dict]], Any], *, timeout_min: int, cpus_per_task: int = 16, mem_gb: int = 64, num_gpus: int = 1, account: Optional[str] = None, folder: str = "logs/%j", block: bool = False, prompt: bool = True, local_run: bool = False, slurm_additional_parameters: Optional[Dict] = None, constraint: Optional[str] = None, reservation: Optional[str] = None)

• jobs_args: iterable of per-job kwargs (each item is passed to func).
• func: entrypoint called for each job (should accept a list or single job dict depending on your usage).
• timeout_min, cpus_per_task, mem_gb, num_gpus: common Slurm resources.
• account: optional Slurm account name.
• folder: logs folder for Submitit files (supports %j for job id).
• block: if True, waits for all jobs and returns results.
• prompt: if True, asks for confirmation interactively; set to False for CI or tests.
• local_run: run the jobs locally without Submitit (useful for debugging).
• slurm_additional_parameters: pass any extra Slurm key/value pairs to Submitit.
• constraint / reservation: cluster-specific options kept out of defaults — provide them explicitly if you need them (they take precedence over values in slurm_additional_parameters).

Example:

submit_jobs(
    jobs_list,
    my_entrypoint,
    timeout_min=60,
    num_gpus=2,
    prompt=False,
    constraint="gpu",
)

maybe_attach_debugger(port: Optional[int]) 🐞

Attach debugpy to the job when port is provided (> 0). Safe no-op if port is None or <= 0.

• If debugpy (and submitit) are not available on the node, a RuntimeError is raised with an explanatory message.

Example:

# attach remote debugger only when a port is provided (e.g., from CLI args)
maybe_attach_debugger(args.get("port"))

---

Tips:

• Use prompt=False when calling submit_jobs from scripts or CI to avoid interactive prompts.
• Tests demonstrate non-interactive behavior (prompt=False) and optional constraint/reservation handling.