Optimization of the compression mechanisms used by RC File to be explored.
Some initial ideas
1. More efficient serialization/deserialization based on type-specific and storage-specific knowledge.
For instance, storing sorted numeric values efficiently using some delta coding techniques
2. More efficient compression based on type-specific and storage-specific knowledge
Enable compression codecs to be specified based on types or individual columns
3. Reordering the on-disk storage for better compression efficiency.
|1.||Add UberCompressor Serde/Codec to contrib which allows per-column compression strategies||Patch Available|
|2.||Add Integer type compressors||Patch Available|
|3.||Add compressors for qualitative data types||Open|