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https://issues.apache.org/jira/browse/SOLR-2583?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13046688#comment-13046688
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Yonik Seeley commented on SOLR-2583:
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bq. Perhaps it would be good to allow the user to override this, s.th. like 
sparse=yes/no/auto.

Sounds good!  I wonder what the memory cut-off should be for auto... 10% of 
maxDoc() or so?

bq. a smallfloat option could help too? (1/4 the ram)

Yep!

> Make external scoring more efficient (ExternalFileField, FileFloatSource)
> -------------------------------------------------------------------------
>
>                 Key: SOLR-2583
>                 URL: https://issues.apache.org/jira/browse/SOLR-2583
>             Project: Solr
>          Issue Type: Improvement
>          Components: search
>            Reporter: Martin Grotzke
>            Priority: Minor
>         Attachments: FileFloatSource.java.patch
>
>
> External scoring eats much memory, depending on the number of documents in 
> the index. The ExternalFileField (used for external scoring) uses 
> FileFloatSource, where one FileFloatSource is created per external scoring 
> file. FileFloatSource creates a float array with the size of the number of 
> docs (this is also done if the file to load is not found). If there are much 
> less entries in the scoring file than there are number of docs in total the 
> big float array wastes much memory.
> This could be optimized by using a map of doc -> score, so that the map 
> contains as many entries as there are scoring entries in the external file, 
> but not more.

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