Class PredictSchemata (0.5.1)

Version 0.5.1

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

Contains the schemata used in Model's predictions and explanations via PredictionService.Predict, PredictionService.Explain and BatchPredictionJob.

Attributes

Name	Description
instance_schema_uri	str Immutable. Points to a YAML file stored on Google Cloud Storage describing the format of a single instance, which are used in ``PredictRequest.instances``, ``ExplainRequest.instances`` and ``BatchPredictionJob.input_config``. The schema is defined as an OpenAPI 3.0.2 `Schema Object
parameters_schema_uri	str Immutable. Points to a YAML file stored on Google Cloud Storage describing the parameters of prediction and explanation via ``PredictRequest.parameters``, ``ExplainRequest.parameters`` and ``BatchPredictionJob.model_parameters``. The schema is defined as an OpenAPI 3.0.2 `Schema Object
prediction_schema_uri	str Immutable. Points to a YAML file stored on Google Cloud Storage describing the format of a single prediction produced by this Model, which are returned via ``PredictResponse.predictions``, ``ExplainResponse.explanations``, and ``BatchPredictionJob.output_config``. The schema is defined as an OpenAPI 3.0.2 `Schema Object

Inheritance

builtins.object > proto.message.Message > PredictSchemata