Pipeline Tasks

Tasks allow users to analyze or interact with datasets as part of automated data pipelines that require user interaction or validation before the pipeline continues. Each task represents a dataset and enables users to apply Spatial Bias Audit and Spatial Bias Mitigation workflows.

Correlation Analysis and Feature Importance will be supported for tasks in a future release.

Task Information

dave_tasks
Figure 1. Pipeline Tasks.

For each task, the user can view the following information:

  • Pipeline name

  • Task name

  • Task ID

  • Status (Pending or Completed)

  • Start timestamp

  • Available Actions

Available Actions

Each task provides a set of actions depending on its current status:

  • Spatial Bias Tool – Opens the Spatial Bias module to audit or mitigate the task data.

  • Complete – Marks the task as completed and allows the pipeline to continue.

  • Delete – Removes the task.

Task Status

  • Pending The pipeline execution is paused and awaits user input. The user must perform one of the available actions and select Complete for the pipeline to resume.

  • Completed The task has been finalized and the pipeline has continued or finished.

Tasks enable Human-in-the-Loop workflows by allowing users to inspect, audit, and modify model outputs before automated processing proceeds.