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https://issues.apache.org/jira/browse/HBASE-9969?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13826982#comment-13826982
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Ted Yu commented on HBASE-9969:
-------------------------------

I couldn't compile Matt's patch:
{code}
[ERROR] Failed to execute goal 
org.apache.maven.plugins:maven-compiler-plugin:2.5.1:compile (default-compile) 
on project hbase-server: Compilation failure: Compilation failure:
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueHeap.java:[46,49]
 cannot find symbol
[ERROR] symbol: class BenchmarkableKeyValueHeap
[ERROR] implements KeyValueScanner, InternalScanner, BenchmarkableKeyValueHeap {
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueScannerHeap.java:[45,49]
 cannot find symbol
[ERROR] symbol: class BenchmarkableKeyValueHeap
[ERROR] implements KeyValueScanner, InternalScanner, BenchmarkableKeyValueHeap{
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/LoserTreeKeyValueHeap.java:[48,49]
 cannot find symbol
[ERROR] symbol: class BenchmarkableKeyValueHeap
[ERROR] implements KeyValueScanner, InternalScanner, BenchmarkableKeyValueHeap {
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueHeap.java:[394,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueHeap.java:[399,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueHeap.java:[404,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueHeap.java:[409,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueHeap.java:[414,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueScannerHeap.java:[399,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueScannerHeap.java:[404,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueScannerHeap.java:[409,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueScannerHeap.java:[414,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/KeyValueScannerHeap.java:[419,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/LoserTreeKeyValueHeap.java:[354,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/LoserTreeKeyValueHeap.java:[359,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/LoserTreeKeyValueHeap.java:[364,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/LoserTreeKeyValueHeap.java:[369,2]
 method does not override or implement a method from a supertype
[ERROR] 
/Users/tyu/trunk/hbase-server/src/main/java/org/apache/hadoop/hbase/regionserver/LoserTreeKeyValueHeap.java:[374,2]
 method does not override or implement a method from a supertype
{code}

> Improve KeyValueHeap using loser tree
> -------------------------------------
>
>                 Key: HBASE-9969
>                 URL: https://issues.apache.org/jira/browse/HBASE-9969
>             Project: HBase
>          Issue Type: Improvement
>          Components: Performance, regionserver
>            Reporter: Chao Shi
>            Assignee: Chao Shi
>             Fix For: 0.98.0, 0.96.1
>
>         Attachments: 9969-0.94.txt, KeyValueHeapBenchmark_v1.ods, 
> hbase-9969-pq-v1.patch, hbase-9969-v2.patch, hbase-9969-v3.patch, 
> hbase-9969.patch, hbase-9969.patch, kvheap-benchmark.png, kvheap-benchmark.txt
>
>
> LoserTree is the better data structure than binary heap. It saves half of the 
> comparisons on each next(), though the time complexity is on O(logN).
> Currently A scan or get will go through two KeyValueHeaps, one is merging KVs 
> read from multiple HFiles in a single store, the other is merging results 
> from multiple stores. This patch should improve the both cases whenever CPU 
> is the bottleneck (e.g. scan with filter over cached blocks, HBASE-9811).
> All of the optimization work is done in KeyValueHeap and does not change its 
> public interfaces. The new code looks more cleaner and simpler to understand.



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