Long Running Task Management With Progress Reporting

via “progress reporting and user feedback during long-running operations”

Data version control for ML projects.

Unique: Uses tqdm-based progress bars with real-time updates during data synchronization and pipeline execution. The Progress Reporting subsystem tracks operation progress and displays estimated time remaining without requiring user intervention.

vs others: More informative than silent operations (users know progress is being made) and simpler than custom progress tracking (built-in for all operations), making it ideal for long-running workflows.