Class PredictRequest (1.133.0)

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

Request message for PredictionService.Predict.

Attributes
Name	Description
endpoint	str Required. The name of the Endpoint requested to serve the prediction. Format: projects/{project}/locations/{location}/endpoints/{endpoint}
instances	MutableSequence[google.protobuf.struct_pb2.Value] Required. The instances that are the input to the prediction call. A DeployedModel may have an upper limit on the number of instances it supports per request, and when it is exceeded the prediction call errors in case of AutoML Models, or, in case of customer created Models, the behaviour is as documented by that Model. The schema of any single instance may be specified via Endpoint's DeployedModels' [Model's][google.cloud.aiplatform.v1.DeployedModel.model] [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata] instance_schema_uri.
parameters	google.protobuf.struct_pb2.Value The parameters that govern the prediction. The schema of the parameters may be specified via Endpoint's DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model] [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata] parameters_schema_uri.
labels	MutableMapping[str, str] Optional. The user labels for Imagen billing usage only. Only Imagen supports labels. For other use cases, it will be ignored.

Classes

LabelsEntry

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

The abstract base class for a message.

Parameters
Name	Description
kwargs	dict Keys and values corresponding to the fields of the message.
mapping	Union[dict, .Message] A dictionary or message to be used to determine the values for this message.
ignore_unknown_fields	Optional(bool) If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.

Methods

PredictRequest

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

Request message for PredictionService.Predict.