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https://issues.apache.org/jira/browse/ACCUMULO-3602?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14485330#comment-14485330
 ] 

ASF GitHub Bot commented on ACCUMULO-3602:
------------------------------------------

Github user keith-turner commented on a diff in the pull request:

    https://github.com/apache/accumulo/pull/25#discussion_r27976594
  
    --- Diff: 
test/src/test/java/org/apache/accumulo/test/functional/AccumuloInputFormatIT.java
 ---
    @@ -146,6 +146,41 @@ public void testGetSplits() throws IOException, 
AccumuloSecurityException, Accum
         AccumuloInputFormat.setAutoAdjustRanges(job, false);
         splits = inputFormat.getSplits(job);
         assertEquals(ranges.size(), splits.size());
    +
    +    //BatchScan not available for offline scans
    +    AccumuloInputFormat.setBatchScan(job, true);
    +
    +    AccumuloInputFormat.setOfflineTableScan(job, true);
    +    try {
    +      inputFormat.getSplits(job);
    +      fail("An exception should have been thrown");
    +    } catch (IOException e) {}
    +    AccumuloInputFormat.setOfflineTableScan(job, false);
    +
    +    //BatchScan not available with isolated iterators
    +    AccumuloInputFormat.setScanIsolation(job, true);
    +    try {
    +      inputFormat.getSplits(job);
    +      fail("An exception should have been thrown");
    +    } catch (IOException e) {}
    --- End diff --
    
    nevermind, I see `AccumuloInputFormat.setOfflineTableScan(job, false)` 
now.. I missed that earlier
    
    Could make the test slight stronger by asserting `getSplits()` does not 
fail after calling `AccumuloInputFormat.setOfflineTableScan(job, false)`.  This 
would detect any subsequent failures caused by inputFormat holding state 
related to the 1st failure.    
    



> BatchScanner optimization for AccumuloInputFormat
> -------------------------------------------------
>
>                 Key: ACCUMULO-3602
>                 URL: https://issues.apache.org/jira/browse/ACCUMULO-3602
>             Project: Accumulo
>          Issue Type: Improvement
>          Components: client
>    Affects Versions: 1.6.1, 1.6.2
>            Reporter: Eugene Cheipesh
>            Assignee: Eugene Cheipesh
>              Labels: performance
>             Fix For: 1.7.0
>
>
> Currently {{AccumuloInputFormat}} produces a split for reach {{Range}} 
> specified in the configuration. Some table indexing schemes, for instance 
> z-order geospacial index, produce large number of small ranges resulting in 
> large number of splits. This is specifically a concern when using 
> {{AccumuloInputFormat}} as a source for Spark RDD where each Split is mapped 
> to an RDD partition.
> Large number of small RDD partitions leads to poor parallism on read and high 
> overhead on processing. A desirable alternative is to group ranges by tablet 
> into a single split and use {{BatchScanner}} to produce the records. Grouping 
> by tablets is useful because it represents Accumulos attempt to distributed 
> stored records and can be influance by the user through table splits.
> The grouping functionality already exists in the internal {{TabletLocator}} 
> class. 
> Current proposal is to modify {{AbstractInputFormat}} such that it generates 
> either {{RangeInputSplit}} or {{MultiRangeInputSplit}} based on a new setting 
> in {{InputConfigurator}}.  {{AccumuloInputFormat}} would then be able to 
> inspect the type of the split and instantiate an appropriate reader.
> The functinality of {{TabletLocator}} should be exposed as a public API in 
> 1.7 as it is useful for optimizations.



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