PredictSchemata

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

Fields

instanceSchemaUri string

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 . AutoML Models always have this field populated by Vertex AI. Note: The URI given on output will be immutable and probably different, including the URI scheme, than the one given on input. The output URI will point to a location where the user only has a read access.

parametersSchemaUri string

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 . AutoML Models always have this field populated by Vertex AI, if no parameters are supported, then it is set to an empty string. Note: The URI given on output will be immutable and probably different, including the URI scheme, than the one given on input. The output URI will point to a location where the user only has a read access.

predictionSchemaUri string

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 . AutoML Models always have this field populated by Vertex AI. Note: The URI given on output will be immutable and probably different, including the URI scheme, than the one given on input. The output URI will point to a location where the user only has a read access.

JSON representation
{ "instanceSchemaUri" : string , "parametersSchemaUri" : string , "predictionSchemaUri" : string }