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https://issues.apache.org/jira/browse/SOLR-9938?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joel Bernstein updated SOLR-9938:
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Description:
Now that we have started to improve the efficiency of Streaming, I think it
makes sense to work on CloudSolrStream, which is used as a bulk stream source.
The first thing to tackle is how the merge sort of the SolrStreams from each
shard is done.
Currently the sorting is done by a TreeSet, which is not the most efficient
approach. For one thing each *put* and *poll* on the TreeSet creates a new map
Entry. When streaming millions of documents this adds up. Also the TreeSet is
backed by a TreeMap that maintains a fully order set of tuples. We just need to
know the highest Tuple.
I think we can increase throughput significantly by using a custom priority
queue for sorting rather then the TreeSet.
was:
Now that we have started to improve the efficiency of Streaming, I think it
makes sense to work on CloudSolrStream, which is used as a bulk stream source.
The first thing to tackle is how the merge sort of the SolrStream from each
shard is done.
Currently the sorting is done by a TreeSet, which is not the most efficient
approach. For one thing each *put* and *poll* on the TreeSet creates a new map
Entry. When streaming millions of documents this adds up. Also the TreeSet is
backed by a TreeMap that maintains a fully order set of tuples. We just need to
know the highest Tuple.
I think we can increase throughput significantly by using a custom priority
queue for sorting rather then the TreeSet.
> Improve the performance of CloudSolrStream
> ------------------------------------------
>
> Key: SOLR-9938
> URL: https://issues.apache.org/jira/browse/SOLR-9938
> Project: Solr
> Issue Type: Improvement
> Security Level: Public(Default Security Level. Issues are Public)
> Reporter: Joel Bernstein
>
> Now that we have started to improve the efficiency of Streaming, I think it
> makes sense to work on CloudSolrStream, which is used as a bulk stream source.
> The first thing to tackle is how the merge sort of the SolrStreams from each
> shard is done.
> Currently the sorting is done by a TreeSet, which is not the most efficient
> approach. For one thing each *put* and *poll* on the TreeSet creates a new
> map Entry. When streaming millions of documents this adds up. Also the
> TreeSet is backed by a TreeMap that maintains a fully order set of tuples. We
> just need to know the highest Tuple.
> I think we can increase throughput significantly by using a custom priority
> queue for sorting rather then the TreeSet.
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