Source code for gwf.backends.slurm

import logging
from collections import defaultdict

from ..conf import config
from ..utils import ensure_trailing_newline, retry
from .base import PbsLikeBackendBase, Status
from .exceptions import BackendError
from .utils import call

logger = logging.getLogger(__name__)

SLURM_JOB_STATES = defaultdict(
    lambda: Status.UNKNOWN,
        "CF": Status.RUNNING,  # CONFIGURING
        "CG": Status.RUNNING,  # COMPLETING
        "R": Status.RUNNING,  # RUNNING
        "S": Status.RUNNING,  # SUSPENDED
        "PD": Status.SUBMITTED,  # PENDING
        "SE": Status.SUBMITTED,  # SPECIAL_EXIT

[docs]class SlurmBackend(PbsLikeBackendBase): """Backend for the Slurm workload manager. To use this backend you must activate the `slurm` backend. **Backend options:** * **backend.slurm.log_mode (str):** Must be either `full`, `merged` or `none`. If `full`, two log files will be stored for each target, one for standard output and one for standard error. If `merged`, only one log file will be written containing the combined streams. If `none`, no logs will be stored. (default: `full`). **Target options:** * **cores (int):** Number of cores allocated to this target (default: 1). * **memory (str):** Memory allocated to this target (default: 1). * **walltime (str):** Time limit for this target (default: 01:00:00). * **queue (str):** Queue to submit the target to. To specify multiple queues, specify a comma-separated list of queue names. A queue is equivalent to a Slurm partition. * **account (str):** Account to be used when running the target. * **constraint (str):** Constraint string. Equivalent to setting the `--constraint` flag on `sbatch`. * **qos (str):** Quality-of-service string. Equivalent to setting the `--qos` flog on `sbatch`. * **mail_type (str):** Equivalent to the `--mail-type` flag on `sbatch`. * **mail_user (str):** Equivalent to the `--mail-user` flag on `sbatch`. * **mail_type (str):** Account to be used when running the target. * **gres (str):** Equivalent to the `--gres` flog on `sbatch`. Usually used to request access to GPUs. """ option_defaults = { "cores": 1, "memory": "1g", "walltime": "01:00:00", "nodes": None, "queue": None, "account": None, "constraint": None, "mail_type": None, "mail_user": None, "qos": None, "gres": None, } option_flags = { "nodes": "-N ", "cores": "-c ", "memory": "--mem=", "walltime": "-t ", "queue": "-p ", "account": "-A ", "constraint": "-C ", "mail_type": "--mail-type=", "mail_user": "--mail-user=", "qos": "--qos=", "gres": "--gres=", } option_str = "#SBATCH {0}{1}" @retry(on_exc=BackendError) def call_queue_command(self): return call("squeue", "--noheader", "--format=%i;%t", "--all") @retry(on_exc=BackendError) def call_cancel_command(self, job_id): # The --verbose flag here is necessary, otherwise we're not able to tell # whether the command failed. See the comment in call() if you # want to know more. return call("scancel", "--verbose", job_id) @retry(on_exc=BackendError) def call_submit_command(self, script, dependencies): args = ["--parsable"] if dependencies: args.append("--dependency=afterok:{}".format(":".join(dependencies))) return call("sbatch", *args, input=script) def parse_queue_output(self, stdout): job_states = {} for line in stdout.splitlines(): job_id, state = line.split(";") job_states[job_id] = SLURM_JOB_STATES[state] return job_states def compile_script(self, target): out = [] out.append("#!/bin/bash") out.append("# Generated by: gwf") out.append(self.option_str.format("--job-name=", for option_name, option_value in target.options.items(): out.append( self.option_str.format(self.option_flags[option_name], option_value) ) log_mode = config.get("backend.slurm.log_mode", "full") if log_mode == "full": out.append( self.option_str.format( "--output=", self.log_manager.stdout_path(target) ) ) out.append( self.option_str.format("--error=", self.log_manager.stderr_path(target)) ) elif log_mode == "merged": out.append( self.option_str.format( "--output=", self.log_manager.stdout_path(target) ) ) elif log_mode == "none": out.append(self.option_str.format("--output=", "/dev/null")) out.append("") out.append("cd {}".format(target.working_dir)) out.append("export GWF_JOBID=$SLURM_JOBID") out.append('export GWF_TARGET_NAME="{}"'.format( out.append("set -e") out.append("") out.append(ensure_trailing_newline(target.spec)) return "\n".join(out)