[GitHub] spark pull request #15468: [SPARK-17915][SQL] Prepare a new ColumnVector imp...

[kiszk]

Github user kiszk closed the pull request at:

https://github.com/apache/spark/pull/15468


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[GitHub] spark pull request #15468: [SPARK-17915][SQL] Prepare a new ColumnVector imp...

[kiszk]

GitHub user kiszk opened a pull request:

https://github.com/apache/spark/pull/15468

[SPARK-17915][SQL] Prepare a new ColumnVector implementation for UnsafeData

## What changes were proposed in this pull request?

This PR prepares a new implementation `OnHeapUnsafeColumnarVector` that is 
optimized for reading data from a `Unsafe` related data structure (e.g. 
`UnsafeArrayData` or `UnsafeMapData`).

Current implementations of `ColumnarVector` are `OnHeapColumnarVector` and 
`OffHeapColumnarVector`, which are optimized for reading data from Parquet. 
When they get an array, an map, or an struct stored in a `Unsafe` related data 
structure, that operation leads to additional copy or data conversion. The 
`OnHeapUnsafeColumnarVector` only requires a simple memory copy and keep data 
in an `byte` array.

`OnHeapUnsafeColumnarVector can compress/decompress stored data by using 
`CompressionCodec` with `spark.sql.inMemoryColumnarStorage.compression.codec` 
property (default is lz4).

This PR is a part of https://github.com/apache/spark/pull/15219. This is an 
component independent of others. For ease of review, this PR only introduces 
`OnHeapUnsafeColumnarVector`

## How was this patch tested?

Perform existing tests for `OnHeapUnsafeColumnVector`


You can merge this pull request into a Git repository by running:

$ git pull https://github.com/kiszk/spark columnarcolumnvector

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/15468.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 #15468


commit 7e703c6fe7c20138146e172b01d6511d5873338c
Author: Kazuaki Ishizaki 
Date:   2016-10-13T18:00:52Z

add OnHeapUnsafeColumnVector

commit 8b385310401be631a3ab740d7053aac31fa87952
Author: Kazuaki Ishizaki 
Date:   2016-10-13T18:11:27Z

add a file




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