Create Complete Export Bundle — export

Creates a complete export bundle containing: - Vetiver model for R deployment - ONNX-compatible model files (if supported) - Preprocessing manifest - Feature metadata

Usage

export_bundle(
  learner,
  model_name,
  task,
  output_dir,
  description = NULL,
  create_api = FALSE
)

Arguments

learner: A trained mlr3 Learner or GraphLearner
model_name: Name for the model bundle
task: The mlr3 Task used for training
output_dir: Directory for export files
description: Optional description
create_api: Logical, whether to generate Plumber API script

Value

List with paths to all exported files

Examples

if (FALSE) { # \dontrun{
if (requireNamespace("jsonlite", quietly = TRUE)) {
  # Create complete export bundle
  bundle <- export_bundle(
    learner = trained_learner,
    model_name = "biomarker_classifier",
    task = my_task,
    output_dir = "model_export",
    create_api = TRUE
  )
}
} # }