Is your feature request related to a problem? Please describe.
Any call to GraphFrame built from DataFrames that already contain complex transformation may blow up a plan and make it very slow.

Describe the solution you would like
Add a section to the docuemntation with explanation of the growing plan problem and recommendation to explicitly checkpoint dataframes with complex transformations before passing it to GraphFrame(vertices, edges)

It may be a new section in https://graphframes.io/04-user-guide/13-configurations.html

Component

• Scala Core Internal
• Scala API
• Spark Connect Plugin
• Infrastructure
• PySpark Classic
• PySpark Connect
• Documentation

Additional context

Are you planning on creating a PR?

• I'm willing to make a pull-request