[feature] Choose what metrics to show on the individual experiment page

[yuhuishi-convect]

Feature Area

/area frontend

What feature would you like to see?

For runs that output many metrics, the current experiment page only displays limited number of metrics.
It will be good to add a selector for users to choose what metrics to display, so they can be used for sorting and further analysis.

Example:

Run that generates many metrics

Only 2 metrics are displayed on the experiment page

What is the use case or pain point?

To analyze runs that output many metrics and reduce the "noisy" information displayed on the run comparison page

Is there a workaround currently?

The "compare runs" function can somehow achieve the purpose. But an overview and sorting over the "focus" metrics is better.

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[Bobgy]

We are thinking about implementing this feature in KFP v2, because a basic requirement is that

In v2, we envision that each metric can be a separate artifact.
And pipeline DSL can allow users to return artifacts they select.

With these two new features, it'll be possible to select pipeline level output artifacts and only metrics returned to pipeline output are associated with the pipeline.

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[Bobgy]

/lifecycle frozen