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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
