augment.vetiver_endpoint_sagemaker: Post new data to a deployed SageMaker model endpoint and...

In tidymodels/vetiver: Version, Share, Deploy, and Monitor Models

Post new data to a deployed SageMaker model endpoint and augment with predictions

Description

Post new data to a deployed SageMaker model endpoint and augment with predictions

Usage

## S3 method for class 'vetiver_endpoint_sagemaker'
augment(x, new_data, ...)

Arguments

x	A SageMaker model endpoint object created with vetiver_endpoint_sagemaker().
new_data	New data for making predictions, such as a data frame.
...	Extra arguments passed to paws.machine.learning::sagemakerruntime_invoke_endpoint()

Value

The new_data with added prediction column(s).

See Also

predict.vetiver_endpoint_sagemaker()

Examples

if (FALSE) {
  endpoint <- vetiver_endpoint_sagemaker("sagemaker-demo-model")
  augment(endpoint, mtcars[4:7, -1])
}

tidymodels/vetiver documentation built on March 25, 2024, 6 p.m.