Conditional Node
Goals
Ability to specify condition for execution-path in the hydrator pipelines.
Checklist
- User stories documented (Shankar/Sagar)
- User stories reviewed (Nitin)
- Design documented (Shankar/Sagar)
- Design reviewed (Terence/Andreas)
- Feature merged ()
- Examples and guides ()
- Integration tests ()Â
- Documentation for feature ()
- Blog post
Use-case
User has a multi job pipeline, set of transforms run as a part of MR job doing data cleansing and a spark ML job on training data to output model. wants to add a conditional node after data cleansing, if there were less than 100 records that failed the preprocessing, he/she likes to continue running spark ML job, else he/she wants to send an email to the data engineer.
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User-Stories
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- Pipeline developer wants to add a conditional node after one job before running the next job.Â
- Pipeline developer wants to add a conditional node at the end of the pipeline and optionally send an email if there were any errors in the final stage.
- Pipeline developer wants to configure the conditional node with his custom code logic. Â Â
- Pipeline developer wants to configure the next job to run based on a condition, based on condition pipeline can run either Job-A or Job-B Â
- Plugin developer wants to add a new conditional-plugin supporting a new language or expression for specifying conditional logic.
- Pipeline developer wants to use workflow tokens and use that information to take action in the conditional node.
- Pipeline developer wants to test that their custom condition logic is correct without having to deploy and run their pipeline.