GitHub user kiszk opened a pull request:
https://github.com/apache/spark/pull/19222
[SPARK-10399][CORE][SQL] Introduce multiple MemoryBlocks to choose several
types of memory block
## What changes were proposed in this pull request?
This PR allows us to use one of several types of `MemoryBlock`, such as
byte array, int array, long array, or `java.nio.DirectByteBuffer`. To use
`java.nio.DirectByteBuffer` allows to have off heap memory which is
automatically deallocated by JVM. `spark.unsafe.Platform` interface refactored
from indefinite Objects, to MemoryBlocks and arrays of primitives.
This PR uses `MemoryBlock` for `OffHeapColumnVector`, `UTF8String`, and
other places.
For now, this PR does not use `MemoryBlock` for `BufferHolder` based on
@cloud-fan's
[suggestion](https://github.com/apache/spark/pull/11494#issuecomment-309694290).
Many codes were ported from #11494. Many efforts were put here. I think
this PR should credit to @yzotov.
## How was this patch tested?
Existing tests
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/kiszk/spark SPARK-10399
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/19222.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #19222
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commit c2aa3b0d353cf850a79fb58891a7ad56a25f72cf
Author: Kazuaki Ishizaki <[email protected]>
Date: 2017-09-13T10:16:19Z
introduce ByteArrayMemoryBlock, IntArrayMemoryBlock, LongArrayMemoryBlock,
and OffheaMemoryBlock
commit e7fb6593a688dbfedbc9708bc0bf2d297509eb31
Author: Kazuaki Ishizaki <[email protected]>
Date: 2017-09-13T17:15:25Z
OffHeapColumnVector uses UnsafeMemoryAllocator
commit 2307f32e24aa8c4375d5bce4631bdb18fd70659e
Author: Kazuaki Ishizaki <[email protected]>
Date: 2017-09-13T17:27:09Z
UTF8String uses UnsafeMemoryAllocator
commit b7ffa10e7fe359dd3efdae3d54d87db215ce0958
Author: Kazuaki Ishizaki <[email protected]>
Date: 2017-09-13T17:36:57Z
Platform.copymemory() in UsafeInMemorySorter uses new MemoryBlock
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