Class PublisherModel (1.50.0)

PublisherModel(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A Model Garden Publisher Model.

Attributes
Name Description
name str
Output only. The resource name of the PublisherModel.
version_id str
Output only. Immutable. The version ID of the PublisherModel. A new version is committed when a new model version is uploaded under an existing model id. It is an auto-incrementing decimal number in string representation.
open_source_category google.cloud.aiplatform_v1.types.PublisherModel.OpenSourceCategory
Required. Indicates the open source category of the publisher model.
supported_actions google.cloud.aiplatform_v1.types.PublisherModel.CallToAction
Optional. Supported call-to-action options.
frameworks MutableSequence[str]
Optional. Additional information about the model's Frameworks.
launch_stage google.cloud.aiplatform_v1.types.PublisherModel.LaunchStage
Optional. Indicates the launch stage of the model.
version_state google.cloud.aiplatform_v1.types.PublisherModel.VersionState
Optional. Indicates the state of the model version.
publisher_model_template str
Optional. Output only. Immutable. Used to indicate this model has a publisher model and provide the template of the publisher model resource name.
predict_schemata google.cloud.aiplatform_v1.types.PredictSchemata
Optional. The schemata that describes formats of the PublisherModel's predictions and explanations as given and returned via PredictionService.Predict.

Classes

CallToAction

CallToAction(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Actions could take on this Publisher Model.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Documentation

Documentation(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A named piece of documentation.

LaunchStage

LaunchStage(value)

An enum representing the launch stage of a PublisherModel.

Enum values:

LAUNCH_STAGE_UNSPECIFIED (0):
    The model launch stage is unspecified.
EXPERIMENTAL (1):
    Used to indicate the PublisherModel is at
    Experimental launch stage, available to a small
    set of customers.
PRIVATE_PREVIEW (2):
    Used to indicate the PublisherModel is at
    Private Preview launch stage, only available to
    a small set of customers, although a larger set
    of customers than an Experimental launch.
    Previews are the first launch stage used to get
    feedback from customers.
PUBLIC_PREVIEW (3):
    Used to indicate the PublisherModel is at
    Public Preview launch stage, available to all
    customers, although not supported for production
    workloads.
GA (4):
    Used to indicate the PublisherModel is at GA
    launch stage, available to all customers and
    ready for production workload.

OpenSourceCategory

OpenSourceCategory(value)

An enum representing the open source category of a PublisherModel.

Enum values:

OPEN_SOURCE_CATEGORY_UNSPECIFIED (0):
    The open source category is unspecified,
    which should not be used.
PROPRIETARY (1):
    Used to indicate the PublisherModel is not
    open sourced.
GOOGLE_OWNED_OSS_WITH_GOOGLE_CHECKPOINT (2):
    Used to indicate the PublisherModel is a
    Google-owned open source model w/ Google
    checkpoint.
THIRD_PARTY_OWNED_OSS_WITH_GOOGLE_CHECKPOINT (3):
    Used to indicate the PublisherModel is a
    3p-owned open source model w/ Google checkpoint.
GOOGLE_OWNED_OSS (4):
    Used to indicate the PublisherModel is a
    Google-owned pure open source model.
THIRD_PARTY_OWNED_OSS (5):
    Used to indicate the PublisherModel is a
    3p-owned pure open source model.

ResourceReference

ResourceReference(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Reference to a resource.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

VersionState

VersionState(value)

An enum representing the state of the PublicModelVersion.

Enum values:

VERSION_STATE_UNSPECIFIED (0):
    The version state is unspecified.
VERSION_STATE_STABLE (1):
    Used to indicate the version is stable.
VERSION_STATE_UNSTABLE (2):
    Used to indicate the version is unstable.

Methods

PublisherModel

PublisherModel(mapping=None, *, ignore_unknown_fields=False, **kwargs)

A Model Garden Publisher Model.