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Pipelines and components share the same YAML format, you can reuse and nest pipelines just like what you would do with components. |
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KFPv2 introduced nested pipelines. Would it be possible to reuse a nested pipeline definition as we can with shared components?
Let me explain my scenario. In our project, we use Ray, so we have a number of simple pipelines that usually contain components to start a Ray cluster, execute a job, and remove the Ray cluster. These pipelines can also include other components/tasks.
Now, I would like to combine several of these simple pipelines into a single "super" pipeline. While I could create one large pipeline definition file with all the nested pipelines, the file would be huge, and I would prefer to reuse the existing simple pipeline definitions.
It would be ideal if we could create a nested pipeline from files (Python or YAML).
What do you think?
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