Source code for codeflare_sdk.ray.cluster.status

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"""
The status sub-module defines Enums containing information for Ray cluster
states states, and CodeFlare cluster states, as well as
dataclasses to store information for Ray clusters.
"""

from dataclasses import dataclass, field
from enum import Enum
import typing
from typing import Union


[docs] class RayClusterStatus(Enum): """ Defines the possible reportable states of a Ray cluster. """ # https://github.com/ray-project/kuberay/blob/master/ray-operator/apis/ray/v1/raycluster_types.go#L112-L117 READY = "ready" UNHEALTHY = "unhealthy" FAILED = "failed" UNKNOWN = "unknown" SUSPENDED = "suspended"
[docs] class CodeFlareClusterStatus(Enum): """ Defines the possible reportable states of a Codeflare cluster. """ READY = 1 STARTING = 2 QUEUED = 3 QUEUEING = 4 FAILED = 5 UNKNOWN = 6 SUSPENDED = 7
[docs] @dataclass class RayCluster: """ For storing information about a Ray cluster. """ name: str status: RayClusterStatus head_cpu_requests: int head_cpu_limits: int head_mem_requests: str head_mem_limits: str num_workers: int worker_mem_requests: str worker_mem_limits: str worker_cpu_requests: Union[int, str] worker_cpu_limits: Union[int, str] namespace: str dashboard: str worker_extended_resources: typing.Dict[str, int] = field(default_factory=dict) head_extended_resources: typing.Dict[str, int] = field(default_factory=dict)