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https://issues.apache.org/jira/browse/KYLIN-5640?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiaoxiang Yu resolved KYLIN-5640.
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Resolution: Fixed
> Support to automatically adjust the Bloom Filter based on data distribution
> ---------------------------------------------------------------------------
>
> Key: KYLIN-5640
> URL: https://issues.apache.org/jira/browse/KYLIN-5640
> Project: Kylin
> Issue Type: Improvement
> Components: Query Engine
> Affects Versions: 5.0-alpha
> Reporter: Zhiting Guo
> Assignee: Zhiting Guo
> Priority: Major
> Fix For: 5.0-beta
>
>
> h3. Why are the changes needed?
> Now the usage of bloom filter is to specify the NDV(number of distinct
> values), and then build BloomFilter. In general scenarios, it is actually not
> sure how much the distinct value is.
> If BloomFilter can be automatically generated according to the data, the file
> size can be reduced and the reading efficiency can also be improved.
> h3. What changes were proposed in this pull request?
> {{DynamicBlockBloomFilter}} contains multiple {{BlockSplitBloomFilter}} as
> candidates and inserts values in the candidates at the same time. Use the
> largest bloom filter as an approximate deduplication counter, and then remove
> incapable bloom filter candidates during data insertion.
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