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I would recommend reviewing the Drupal Contrib examples project:


  This project aims to provide high-quality, well-documented API
  examples for a broad range of Drupal core functionality.


It has an example in the form's submodule that provides you some working stub / skeleton code that you can learn, modify or apply to your own project.