Class CustomJobSpec (1.129.0)

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CustomJobSpec(
    *,
    baseOutputDirectory: typing.Optional[google.genai.types.GcsDestination] = None,
    enableDashboardAccess: typing.Optional[bool] = None,
    enableWebAccess: typing.Optional[bool] = None,
    experiment: typing.Optional[str] = None,
    experimentRun: typing.Optional[str] = None,
    models: typing.Optional[list[str]] = None,
    network: typing.Optional[str] = None,
    persistentResourceId: typing.Optional[str] = None,
    protectedArtifactLocationId: typing.Optional[str] = None,
    pscInterfaceConfig: typing.Optional[
        vertexai._genai.types.common.PscInterfaceConfig
    ] = None,
    reservedIpRanges: typing.Optional[list[str]] = None,
    scheduling: typing.Optional[vertexai._genai.types.common.Scheduling] = None,
    serviceAccount: typing.Optional[str] = None,
    tensorboard: typing.Optional[str] = None,
    workerPoolSpecs: typing.Optional[
        list[vertexai._genai.types.common.WorkerPoolSpec]
    ] = None
)

Represents a job that runs custom workloads such as a Docker container or a Python package.

Methods

CustomJobSpec

CustomJobSpec(
    *,
    baseOutputDirectory: typing.Optional[google.genai.types.GcsDestination] = None,
    enableDashboardAccess: typing.Optional[bool] = None,
    enableWebAccess: typing.Optional[bool] = None,
    experiment: typing.Optional[str] = None,
    experimentRun: typing.Optional[str] = None,
    models: typing.Optional[list[str]] = None,
    network: typing.Optional[str] = None,
    persistentResourceId: typing.Optional[str] = None,
    protectedArtifactLocationId: typing.Optional[str] = None,
    pscInterfaceConfig: typing.Optional[
        vertexai._genai.types.common.PscInterfaceConfig
    ] = None,
    reservedIpRanges: typing.Optional[list[str]] = None,
    scheduling: typing.Optional[vertexai._genai.types.common.Scheduling] = None,
    serviceAccount: typing.Optional[str] = None,
    tensorboard: typing.Optional[str] = None,
    workerPoolSpecs: typing.Optional[
        list[vertexai._genai.types.common.WorkerPoolSpec]
    ] = None
)

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.