Treasure Workflow (Digdag)

概要

Streamline your data orchestration process with expert guidance on Treasure Workflow (powered by digdag). This skill provides specialized assistance for creating robust .dig configuration files, managing complex task dependencies, and implementing sophisticated error-handling logic. Whether you are setting up daily ETL pipelines, optimizing parallel task execution, or leveraging built-in session variables for dynamic queries, it ensures your workflows are efficient, maintainable, and reliable within the Treasure Data ecosystem.

主な機能

• Advanced scheduling using cron, daily, hourly, and weekly patterns
• Orchestration of specialized operators including TD, Python, and Shell
• Dynamic variable management using built-in session parameters and Moment.js
• 2 GitHub stars
• YAML configuration and task structuring for .dig workflow files
• Error handling implementation with retries and exponential backoff

ユースケース

• Debugging complex workflow dependencies and task execution failures
• Building automated daily ETL pipelines with sequential and parallel processing
• Implementing self-healing data workflows with automated retry logic and notifications