[SPARK-46812] Make `mapInPandas` / mapInArrow` support ResourceProfile (Stage-Level scheduling)

• Type: New Feature
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Affects Version/s: 4.0.0
• Fix Version/s: 4.0.0
• Component/s: PySpark, SQL
• Labels: pull-request-available
• Assignee: Bobby Wang
• Reporter: Bobby Wang
• Created: 23/Jan/24 11:08
• Updated: 17/Apr/24 06:27
• Resolved: 19/Feb/24 07:32

Description

Supporting stage-level scheduling for DataFrame API mapInPandas and mapInArrow is quite needed for Spark ML use cases.

Issue Links

• links to: GitHub Pull Request #44852
• links to: GitHub Pull Request #45232
• links to: GitHub Pull Request #45869
• links to: GitHub Pull Request #45880
• links to: GitHub Pull Request #45998
• links to: GitHub Pull Request #46094