Source code for oumi.core.launcher.base_cluster
# Copyright 2025 - Oumi
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from abc import ABC, abstractmethod
from dataclasses import dataclass
from oumi.core.configs import JobConfig
[docs]
@dataclass
class JobStatus:
"""Dataclass to hold the status of a job."""
#: The display name of the job.
name: str
#: The unique identifier of the job on the cluster
id: str
#: The status of the job.
status: str
#: The cluster to which the job belongs.
cluster: str
#: Miscellaneous metadata about the job.
metadata: str
#: A flag indicating whether the job is done.
#: True only if the job is in a terminal state (e.g. completed, failed, or
#: canceled).
done: bool
[docs]
class BaseCluster(ABC):
"""Base class for a compute cluster (job queue)."""
[docs]
@abstractmethod
def name(self) -> str:
"""Gets the name of the cluster."""
raise NotImplementedError
[docs]
@abstractmethod
def get_job(self, job_id: str) -> JobStatus:
"""Gets the job on this cluster if it exists, else returns None."""
raise NotImplementedError
[docs]
@abstractmethod
def get_jobs(self) -> list[JobStatus]:
"""Lists the jobs on this cluster."""
raise NotImplementedError
[docs]
@abstractmethod
def cancel_job(self, job_id: str) -> JobStatus:
"""Cancels the specified job on this cluster."""
raise NotImplementedError
[docs]
@abstractmethod
def run_job(self, job: JobConfig) -> JobStatus:
"""Runs the specified job on this cluster."""
raise NotImplementedError
[docs]
@abstractmethod
def stop(self) -> None:
"""Stops the current cluster."""
raise NotImplementedError
[docs]
@abstractmethod
def down(self) -> None:
"""Tears down the current cluster."""
raise NotImplementedError