[Feature request]: Visualize resource metrics and predictions

[goranbs]

Is your feature request related to a problem? Please describe

We have started on a frontend page to display dryRun resource consumption metrics and scaling predictions.

projects/analytics3

Describe the solution you'd like

A page in the frontend for displaying analytics:

• Display pipeline graph
• Graphs showing resource consumption as function of dryRun for step duration, cpu consumption, memory usage
• Aggregated metrics for resource consumption (per dryRun step, and for entire pipeline)
• Enable the user to change the parameters for the predictions (file size, ++ (if multivariate regression is enabled))
• Display resource predictions

[goranbs]

Stuff is hardcoded at the moment.