Champion model package

class datarobot.models.deployment.champion_model_package.ChampionModelPackage

Represents a champion model package.

Parameters:

  • id (str) – The ID of the registered model version.

  • registered_model_id (str) – The ID of the parent registered model.

  • registered_model_version (int) – The version of the registered model.

  • name (str) – The name of the registered model version.

  • model_id (str) – The ID of the model.

  • model_execution_type (str) – The type of model package (version). dedicated (native DataRobot models) and custom_inference_model` (user added inference models) both execute on DataRobot prediction servers, while external does not.

  • is_archived (bool) – Whether the model package (version) is permanently archived (cannot be used in deployment or replacement).

  • import_meta (ImportMeta) – Information from when this model package (version) was first saved.

  • source_meta (SourceMeta) – Meta information from where the model was generated.

  • model_kind (ModelKind) – Model attribute information.

  • target (Target) – Target information for the registered model version.

  • model_description (ModelDescription) – Model description information.

  • datasets (Dataset) – Dataset information for the registered model version.

  • timeseries (Timeseries) – Time series information for the registered model version.

  • bias_and_fairness (BiasAndFairness) – Bias and fairness information for the registered model version.

  • is_deprecated (bool) – Whether the model package (version) is deprecated (cannot be used in deployment or replacement).

  • build_status (str or None) – Model package (version) build status. One of complete, inProgress, failed.

  • user_provided_id (str or None) – User provided ID for the registered model version.

  • updated_at (str or None) – The time the registered model version was last updated.

  • updated_by (UserMetadata or None) – The user who last updated the registered model version.

  • tags (List[TagWithId] or None) – The tags associated with the registered model version.

  • mlpkg_file_contents (str or None) – The contents of the model package file.