[jira] [Assigned] (KYLIN-5640) Support to automatically adjust the Bloom Filter based on data distribution

["Zhiting Guo (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/KYLIN-5640?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Zhiting Guo reassigned KYLIN-5640:
----------------------------------

    Assignee: Zhiting Guo

> 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-alpha
>
>
> 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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