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Here we explain the sub-compaction that is used in both Leveled and Universal compactions.
The goal of sub-compaction is to speed up a compaction job by partitioning it among multiple threads.
It is employed when one of the following conditions holds:
- L0 -> Lo where o > 0
- Why: L0->Lo cannot be run in parallel with another L0->Lo, hence partitioning is the only way to speed it up.
- Universal Compaction, except L0 -> L0.
- Manual Leveled Compaction: Li -> Lo where o > 0
- Why: Manual compaction invoked by the user is usually not parallelized hence benefits from partitioning.
Note: sub-compaction is disabled for leveled if it is not merged with any file from the target level Lo. Refer to Compaction::ShouldFormSubcompactions for details.
It currently is based on a heuristic that worked out well so far. The heuristic could be improved in many ways.
- Select boundaries based on the natural boundary of input levels/files.
- first and last key of L0 files
- first and last key of non-0, non-last levels
- first key of each SST file of the last level
- Use Versions::ApproximateSize to estimate the data size in each boundary.
- Merge boundaries to eliminate empty and smaller-than-average ranges.
- find the average size in each range
- starting from beginning greedily merge adjacent ranges until their total size exceeds the average