Use Suffix Arrays for fast search with leading asterisks [LUCENE-7639]
- Dominant language
- Java
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Description
If query term starts with asterisks FST checks all words in the dictionary so request processing speed falls down. This problem can be solved with Suffix Array approach. Luckily, Suffix Array can be constructed after Lucene start from existing index. Unfortunately, Suffix Arrays requires a lot of RAM so we can use it only when special flag is set:
-Dsolr.suffixArray.enable=true
It is possible to speed up Suffix Array initialization using several threads, so we can control number of threads with
-Dsolr.suffixArray.initialization_treads_count=5
This system property can be omitted, the default value is 5.
Attached patch is the suggested implementation for SuffixArray support, it works for all terms starting with asterisks with at least 3 consequent non-wildcard characters. This patch do not change search results and affects only performance issues.
**Update**
suffix-arra-2.patch is an improved version of the first patch, system properties for it are following::
`lucene.suffixArray.enable` - `true`, if you want to enable Suffix Array support. Default value - `false`.
`lucene.suffixArray.initializationThreadsCount` - number of threads for Suffix Array initialization, if you set `0` - no additional threads used. Default value - `5`.
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Migrated from [LUCENE-7639](https://issues.apache.org/jira/browse/LUCENE-7639) by Yakov Sirotkin, 1 vote, updated Jun 03 2017
Attachments: [suffix-array.patch](https://apache.github.io/lucene-jira-archive/attachments/LUCENE-7639/suffix-array.patch), [suffix-array-2.patch](https://apache.github.io/lucene-jira-archive/attachments/LUCENE-7639/suffix-array-2.patch)
Linked issues:
- #8914
Contributor guide
Research direction
Start by reading the attached suffix-array-2.patch and the linked #8914 issue, then trace the existing FST handling for terms beginning with asterisks. Done means suffix-array support is available behind the documented lucene.suffixArray.enable and lucene.suffixArray.initializationThreadsCount properties without changing search results.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- java
- Domain
- search
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100