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From "ASF GitHub Bot (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (ACCUMULO-3602) BatchScanner optimization for AccumuloInputFormat
Date Thu, 02 Apr 2015 02:51:53 GMT

    [ https://issues.apache.org/jira/browse/ACCUMULO-3602?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14392033#comment-14392033
] 

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

Github user joshelser commented on a diff in the pull request:

    https://github.com/apache/accumulo/pull/25#discussion_r27629593
  
    --- Diff: core/src/main/java/org/apache/accumulo/core/client/mapreduce/InputFormatBase.java
---
    @@ -296,6 +296,65 @@ protected static boolean isOfflineScan(JobContext context) {
       }
     
       /**
    +   * Controls the use of the {@link org.apache.accumulo.core.client.BatchScanner} in
this job.
    +   * Using this feature will group ranges by their source tablet per InputSplit and use
BatchScanner to read them.
    +   *
    +   * <p>
    +   * By default, this feature is <b>disabled</b>.
    +   *
    +   * @param job
    +   *          the Hadoop job instance to be configured
    +   * @param enableFeature
    +   *          the feature is enabled if true, disabled otherwise
    +   * @since 1.7.0
    +   */
    +  public static void setBatchScan(Job job, boolean enableFeature) {
    +    InputConfigurator.setBatchScan(CLASS, job.getConfiguration(), enableFeature);
    +  }
    +
    +  /**
    +   * Determines whether a configuration has the {@link org.apache.accumulo.core.client.BatchScanner}
feature enabled.
    +   *
    +   * @param context
    +   *          the Hadoop context for the configured job
    +   * @since 1.7.0
    +   * @see #setBatchScan(Job, boolean)
    +   */
    +  protected static boolean isBatchScan(JobContext context) {
    --- End diff --
    
    Why JobContext here? And why not public?


> 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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