Class DeployRequest (1.122.0)

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

Request message for ModelGardenService.Deploy.

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

Attributes
Name	Description
publisher_model_name	str The Model Garden model to deploy. Format: publishers/{publisher}/models/{publisher_model}@{version_id}, or publishers/hf-{hugging-face-author}/models/{hugging-face-model-name}@001. This field is a member of oneof_ artifacts.
hugging_face_model_id	str The Hugging Face model to deploy. Format: Hugging Face model ID like google/gemma-2-2b-it. This field is a member of oneof_ artifacts.
custom_model	google.cloud.aiplatform_v1beta1.types.DeployRequest.CustomModel The custom model to deploy from a Google Cloud Storage URI. This field is a member of oneof_ artifacts.
destination	str Required. The resource name of the Location to deploy the model in. Format: projects/{project}/locations/{location}
model_config	google.cloud.aiplatform_v1beta1.types.DeployRequest.ModelConfig Optional. The model config to use for the deployment. If not specified, the default model config will be used.
endpoint_config	google.cloud.aiplatform_v1beta1.types.DeployRequest.EndpointConfig Optional. The endpoint config to use for the deployment. If not specified, the default endpoint config will be used.
deploy_config	google.cloud.aiplatform_v1beta1.types.DeployRequest.DeployConfig Optional. The deploy config to use for the deployment. If not specified, the default deploy config will be used.

Classes

CustomModel

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

The custom model to deploy from model weights in a Google Cloud Storage URI or Model Registry model.

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

DeployConfig

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

The deploy config to use for the deployment.

EndpointConfig

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

The endpoint config to use for the deployment.

ModelConfig

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

The model config to use for the deployment.

Methods

DeployRequest

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

Request message for ModelGardenService.Deploy.

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