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