[SPARK-39332][BUILD] Upgrade RoaringBitmap to 0.9.28

[LuciferYang]

What changes were proposed in this pull request?

This pr aims upgrade RoaringBitmap to 0.9.28

Why are the changes needed?

This version bring bug fix and optimization, for example, andCardinality/orCardinality without materialising a bitmap, optimized andCardinality/orCardinality performance.

The changes between 0.9.25 and 0.9.28 as follows:

• RoaringBitmap/RoaringBitmap@0.9.25...0.9.28

Does this PR introduce any user-facing change?

No.

How was this patch tested?

Pass Github Actions

[dongjoon-hyun]

Thank you, @LuciferYang .
Could you run MapStatusesSerDeserBenchmark like #29233?

[LuciferYang]

Thank you, @LuciferYang . Could you run MapStatusesSerDeserBenchmark like #29233?

ok

[LuciferYang]

3da048a update bench result of MapStatusesSerDeserBenchmark, but I found that the cpu frequency of the machine changed for Java8 & Java 11:

• Java 11: 8370C CPU @ 2.80GHz -> 8272CL CPU @ 2.60GHz
• Java 8: 8272CL CPU @ 2.60GHz -> 8370C CPU @ 2.80GHz

need to re-run to keep them the same @dongjoon-hyun ?

[dongjoon-hyun]

+1, LGTM. Thank you, @LuciferYang .
The difference is okay because we cannot control it.
Merged to master for Apache Spark 3.4.

[LuciferYang]

Thank you, @LuciferYang . Could you run MapStatusesSerDeserBenchmark like #29233?

@dongjoon-hyun Sorry to bother you, I used Intellij Profiler to run MapStatusesSerDeserBenchmark today. But I found that MapStatusesSerDeserBenchmark doesn't seem to use RoaringBitmap related APIs.

It seems that MapStatusesSerDeserBenchmark uses CompressedMapStatus to test serDe, if HighlyCompressedMapStatus is used, RoaringBitmap related APIs will be tested?

spark/core/src/test/scala/org/apache/spark/MapStatusesSerDeserBenchmark.scala

Lines 56 to 62 in 57c82ea

	tracker.registerMapOutput(shuffleId, i,
	newCompressedMapStatus(BlockManagerId(s"node$i", s"node$i.spark.apache.org", 1000),
	Array.fill(blockSize) {
	// Creating block size ranging from 0byte to 1GB
	(r.nextDouble() *1024*1024*1024).toLong
	}, i))
	}

[dongjoon-hyun]

Thank you for pinging me, @LuciferYang . Let me check it.

[dongjoon-hyun]

Oh, you are right. Sorry for misleading you so far, @LuciferYang . :(
Yes, RoaringBitmap is used in HighlyCompressedMapStatus only.

[LuciferYang]

Oh, you are right. Sorry for misleading you so far, @LuciferYang . :(
Yes, RoaringBitmap is used in HighlyCompressedMapStatus only.

doesn't matter ~ :)