External baseline validation

class datarobot.models.external_baseline_validation.ExternalBaselineValidationInfo

An object containing information about external time series baseline predictions validation results.

Variables:

  • baseline_validation_job_id (str) – the identifier of the baseline validation job

  • project_id (str) – the identifier of the project

  • catalog_version_id (str) – the identifier of the catalog version used in the validation job

  • target (str) – the name of the target feature

  • datetime_partition_column (str) – the name of the column whose values as dates are used to assign a row to a particular partition

  • is_external_baseline_dataset_valid (bool) – whether the external baseline dataset passes the validation check

  • multiseries_id_columns (List[str] or null) – a list of the names of multiseries id columns to define series within the training data. Currently only one multiseries id column is supported.

  • holdout_start_date (str or None) – the start date of holdout scoring data

  • holdout_end_date (str or None) – the end date of holdout scoring data

  • backtests (list of dicts containing validation_start_date and validation_end_date or None) – the configured backtests of the time series project

  • forecast_window_start (int) – offset into the future to define how far forward relative to the forecast point the forecast window should start.

  • forecast_window_end (int) – offset into the future to define how far forward relative to the forecast point the forecast window should end.

  • message (str or None) – the description of the issue with external baseline validation job

classmethod get(project_id, validation_job_id)

Get information about external baseline validation job

Parameters:

  • project_id (string) – the identifier of the project

  • validation_job_id (string) – the identifier of the external baseline validation job

Returns:

info – information about external baseline validation job

Return type:

ExternalBaselineValidationInfo