farhan-labib09 opened a new issue, #45858: URL: https://github.com/apache/airflow/issues/45858
### Description ## Repository Version Apache Airflow version 2.10.4 ## Search terms / keywords dynamic task grouping, execution date, task dependencies, workflow optimization ## Description Currently, Airflow does not support dynamic task grouping based on execution dates. Users are unable to programmatically group tasks according to the specific execution date of a DAG run. This enhancement would enable workflows to have better task dependency management and reduce the complexity of DAG definitions. ## What happened (current behavior) In the current Airflow version, users have to manually define task dependencies or use complex logic to group tasks dynamically. This results in more rigid and harder-to-manage DAGs, especially in cases where workflows need to adapt to different execution dates. ## What do you think should happen instead (expected behavior) We propose adding the ability to dynamically group tasks based on the execution date. This would allow users to create more flexible and adaptable DAGs by grouping tasks automatically according to the specific date of execution, reducing boilerplate code and making the workflow easier to maintain. ### Use case/motivation ## Use case and motivating examples (for feature requests) This feature would benefit users working with large, time-sensitive workflows where tasks need to be grouped based on the specific run date. For example: - Financial reports that must be generated for specific dates. - ETL processes that need different data sources based on the execution date. ### Related issues n/a ### Are you willing to submit a PR? - [ ] Yes I am willing to submit a PR! ### Code of Conduct - [x] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md) -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
