Source code for kubeflow.trainer.backends.localprocess.types

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from dataclasses import dataclass, field
from datetime import datetime

from pydantic import BaseModel

from kubeflow.trainer.backends.localprocess.job import LocalJob
from kubeflow.trainer.types import types



[docs]
class LocalProcessBackendConfig(BaseModel):
    cleanup_venv: bool = True



@dataclass
class LocalRuntimeTrainer(types.RuntimeTrainer):
    packages: list[str] = field(default_factory=list)


class LocalBackendStep(BaseModel):
    step_name: str
    job: LocalJob

    class Config:
        arbitrary_types_allowed = True


class LocalBackendJobs(BaseModel):
    steps: list[LocalBackendStep] | None = []
    runtime: types.Runtime | None = None
    name: str
    created: datetime | None = None
    completed: datetime | None = None

    class Config:
        arbitrary_types_allowed = True