carp84 commented on issue #9501: [FLINK-12697] [State Backends] Support on-disk state storage for spill-able heap backend URL: https://github.com/apache/flink/pull/9501#issuecomment-549420908 Sorry for the late response @tillrohrmann . By comparing the current implementation of `ByteBufferUtils` and `MemorySegment`, I think most fundamental methods (`putPrimitive`, `getPrimitive`, `compareTo`, `copyTo`, etc.) are already included in `MemorySegment`, and I agree it's no big deal not to support operating systems that don't support unaligned memory access (thus we don't need those branches for `Unaligned` case in `ByteBufferUtils`), so overall it's definitely workable to replace `ByteBuffer` usage with `MemorySegment`. Regarding the efforts of the merge, there're mainly two aspects from my point of view: 1. We may still need some modifications on `MemorySegment`. This is to some extent conflict with our original intention of making spill-able backend a standalone module to prevent impact on existing components, so I'm a little bit concerned. 2. In the current design we map the file segment into memory (in format of `MappedByteBuffer`) and use it as the base of a "Chunk", furthermore splitting it into "Buckets" for finer-grained usage, so everything in-flight is `ByteBuffer`. Replacing `ByteBuffer` with `MemorySegment` requires many interface changes in `CopyOnWriteSkipListStateMap` and `SpaceAllocator`. I have made a new commit to address @StephanEwen 's comments on value serializer. I also tried to modify key serializer with `DataOutputSerializer` and `DataInputDeserializer` but found it may not be as efficient due to two additional `System.arrayCopy` w/o changing the existing design of position manipulation in `DataOutputSerializer` (currently we can only set the position after data ingestion and don't allow "holes"). Attached is the patch I made for PoC, please check it and let me know your thoughts. Thanks. [use_data_input_output_serializer_in_skiplist_key_serializer.patch.txt](https://github.com/apache/flink/files/3804829/use_data_input_output_serializer_in_skiplist_key_serializer.patch.txt)
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