[VL] Support reading offHeap memory from ResourceProfile
- Dominant language
- Scala
- Stars
- 1.6k
- Forks
- 657
- Avg merge
- 2d 14h
- Merged PRs (30d)
- 80
Description
### Description
Stage-level adjustment is already supported https://github.com/apache/incubator-gluten/pull/8209. However, Velox is still [reading the off-heap memory settings from SparkConf](https://github.com/apache/incubator-gluten/blob/f1fc5697d086a5b4a518edba318f44b7c7bf0860/cpp/velox/compute/WholeStageResultIterator.cc#L485). Our team tried increasing the off-heap memory size using ResourceProfile in gluten, but Velox continues to use the earlier value from SparkConf instead of recognizing the updated setting.
### Gluten version
main branch
Contributor guide
Research direction
Start with the ResourceProfile stage-level adjustment described in the issue and inspect WholeStageResultIterator.cc around the linked line where Velox reads off-heap settings from SparkConf. Trace how the updated ResourceProfile value reaches native execution instead of the earlier SparkConf value. Done means Velox uses the ResourceProfile off-heap setting for the affected stage.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp, scala
- Domain
- backend, distributed-systems
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 42/100