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Posted to dev@lucene.apache.org by "Grant Ingersoll (JIRA)" <ji...@apache.org> on 2008/02/21 14:39:19 UTC
[jira] Commented: (LUCENE-1183) TRStringDistance uses way too much
memory (with patch)
[ https://issues.apache.org/jira/browse/LUCENE-1183?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12571040#action_12571040 ]
Grant Ingersoll commented on LUCENE-1183:
-----------------------------------------
It occurs to me that we apparently have two different implementations of Levenshtein, one in spellchecker and one for FuzzyQuery. I haven't analyzed them individually to know for sure, but if this is a much better implementation, then we should think about using it for FuzzyQuery, too.
The FuzzyQuery (FuzzyTermEnum) version claims to have a fast-fail mechanism, too:
{quote}
<p>Embedded within this algorithm is a fail-fast Levenshtein distance
* algorithm. The fail-fast algorithm differs from the standard Levenshtein
* distance algorithm in that it is aborted if it is discovered that the
* mimimum distance between the words is greater than some threshold.
*
* <p>
{quote}
Cedrik, since you seem to know about these things, would you have time to look at FuzzyTermEnum? A 3x speedup there would be great for users, too.
> TRStringDistance uses way too much memory (with patch)
> ------------------------------------------------------
>
> Key: LUCENE-1183
> URL: https://issues.apache.org/jira/browse/LUCENE-1183
> Project: Lucene - Java
> Issue Type: Improvement
> Components: contrib/*
> Affects Versions: 1.9, 2.0.0, 2.1, 2.2, 2.3
> Reporter: Cédrik LIME
> Attachments: TRStringDistance.java, TRStringDistance.patch
>
> Original Estimate: 0.17h
> Remaining Estimate: 0.17h
>
> The implementation of TRStringDistance is based on version 2.1 of org.apache.commons.lang.StringUtils#getLevenshteinDistance(String, String), which uses an un-optimized implementation of the Levenshtein Distance algorithm (it uses way too much memory). Please see Bug 38911 (http://issues.apache.org/bugzilla/show_bug.cgi?id=38911) for more information.
> The commons-lang implementation has been heavily optimized as of version 2.2 (3x speed-up). I have reported the new implementation to TRStringDistance.
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