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https://issues.apache.org/jira/browse/JENA-1552?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16500365#comment-16500365
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ASF GitHub Bot commented on JENA-1552:
--------------------------------------

Github user afs commented on the issue:

    https://github.com/apache/jena/pull/426
  
    Long term (!), I'd like to get some aspects TDB1 `tdbloader2` into the TDB2 
but in Java for portability. `tdbloader2` is breaking up the task of building a 
single index into machine-resource sized chunks. `LoaderMain` does not consider 
multiple tasks to build one index; this also means `LoaderPlan`s are not 
completely stable as an API.
    
    In doing work on loading, I can see more possibilities which need 
experimentation to see if they are a good idea or a mad idea. This PR is 
breaking the "wait until perfect" effect. This loader should be good for a 
100's millions triples (I haven't tested a billion yet) so it is a significant 
step forward in itself.


> Bulk loader for TDB2 (phased loading)
> -------------------------------------
>
>                 Key: JENA-1552
>                 URL: https://issues.apache.org/jira/browse/JENA-1552
>             Project: Apache Jena
>          Issue Type: Improvement
>          Components: TDB2
>            Reporter: Andy Seaborne
>            Assignee: Andy Seaborne
>            Priority: Major
>
> Following on from JENA-1550, this ticket is for phased loading which combined 
> features of the sequential loader and the parallel loader.
> When building all the persistent datastructures (parallel loader), the work 
> on different indexes at the same time is competing for hardware resources, 
> RAM and I/O bandwidth.  As the size to load grows, this becomes a noticeable 
> slowdown.
> The sequential loader is the other extreme of the design spectrum. It does 
> work on one index at a time so as to maximize caching efficiency.
> Phased loading has parallel operation per phase and splits work into subsets 
> of indexes.
> At 200m and loading to rotational disk, an experimental phased loader working 
> with 2 indexes at a time, starts to become faster than parallel on the same 
> hardware as used for the [figures in 
> JENA-1550|https://issues.apache.org/jira/browse/JENA-1550#comment-16484269] 
> (57K parallel, 70K phased).



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