.. _auto_dataset_to_doe_parameters:

*DATASET TO DOE PARAMETERS*
===========================

Converts selected columns of an input dataset into a structured DOE parameters table, suitable for driving design-exploration studies. Each chosen column becomes a named parameter entry with type, bounds, and discrete-value overrides supplied via an optional configuration dataset.

When to use
-----------

Classification: **process**.

Tagged: ``column_mapping``, ``dataset``, ``design_exploration``, ``doe``, ``parameters``, ``transformation``.

Inputs
------

.. list-table::
   :header-rows: 1
   :widths: 20 20 20 20 20 20

   * - Label
     - ID
     - Type
     - Default
     - Required
     - Description
   * - Dataset
     - dataset_1
     - dataset
     - —
     - 
     - Input dataset whose columns will be converted into DOE parameters; each row represents a design point or variable definition.
   * - Choose Columns
     - columns
     - scalar
     - —
     - 
     - Comma-separated or multi-select list of column names from dataset_1 that should be promoted to DOE parameters; leave blank to include all columns.
   * - Configuration
     - dataset_2
     - dataset
     - —
     - 
     - Optional configuration table (columns: name, new_name, type, min, max, value, discreteValues) that overrides default parameter properties for any named variable.

Outputs
-------

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   :header-rows: 1
   :widths: 20 20 20 20

   * - Label
     - ID
     - Type
     - Description
   * - dataset_to_doe_parameters_output_1
     - dataset_to_doe_parameters_output_1
     - dataset
     - Structured dataset of DOE parameter definitions, with one row per parameter and columns for name, type, min/max bounds, default value, and discrete values, ready for use in a DOE or optimization worker.

Disciplines
-----------

- data.dataset.transform
- design_exploration.doe

Runnable example
----------------

A runnable example is registered for this worker. Open the example workflow on the d3VIEW canvas: `/api/workflow/example?id=dataset_to_doe_parameters <https://www.d3view.com/api/workflow/example?id=dataset_to_doe_parameters>`_

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   Auto-generated from <code>transformation</code> schema. Worker id: <code>dataset_to_doe_parameters</code>. Schema hash: <code>7af45329087f</code>. Hand-curated docs in <code>workerexamples/</code> override this page when present.
   </p>