Class Model (2.7.3)

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

API proto representing a trained machine learning model.

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

NameDescription
translation_model_metadata google.cloud.automl_v1beta1.types.TranslationModelMetadata
Metadata for translation models. This field is a member of `oneof`_ ``model_metadata``.
image_classification_model_metadata google.cloud.automl_v1beta1.types.ImageClassificationModelMetadata
Metadata for image classification models. This field is a member of `oneof`_ ``model_metadata``.
text_classification_model_metadata google.cloud.automl_v1beta1.types.TextClassificationModelMetadata
Metadata for text classification models. This field is a member of `oneof`_ ``model_metadata``.
image_object_detection_model_metadata google.cloud.automl_v1beta1.types.ImageObjectDetectionModelMetadata
Metadata for image object detection models. This field is a member of `oneof`_ ``model_metadata``.
video_classification_model_metadata google.cloud.automl_v1beta1.types.VideoClassificationModelMetadata
Metadata for video classification models. This field is a member of `oneof`_ ``model_metadata``.
video_object_tracking_model_metadata google.cloud.automl_v1beta1.types.VideoObjectTrackingModelMetadata
Metadata for video object tracking models. This field is a member of `oneof`_ ``model_metadata``.
text_extraction_model_metadata google.cloud.automl_v1beta1.types.TextExtractionModelMetadata
Metadata for text extraction models. This field is a member of `oneof`_ ``model_metadata``.
tables_model_metadata google.cloud.automl_v1beta1.types.TablesModelMetadata
Metadata for Tables models. This field is a member of `oneof`_ ``model_metadata``.
text_sentiment_model_metadata google.cloud.automl_v1beta1.types.TextSentimentModelMetadata
Metadata for text sentiment models. This field is a member of `oneof`_ ``model_metadata``.
name str
Output only. Resource name of the model. Format: ``projects/{project_id}/locations/{location_id}/models/{model_id}``
display_name str
Required. The name of the model to show in the interface. The name can be up to 32 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_), and ASCII digits 0-9. It must start with a letter.
dataset_id str
Required. The resource ID of the dataset used to create the model. The dataset must come from the same ancestor project and location.
create_time google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when the model training finished and can be used for prediction.
update_time google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this model was last updated.
deployment_state google.cloud.automl_v1beta1.types.Model.DeploymentState
Output only. Deployment state of the model. A model can only serve prediction requests after it gets deployed.

Inheritance

builtins.object > proto.message.Message > Model

Classes

DeploymentState

DeploymentState(value)

Deployment state of the model.