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https://issues.apache.org/jira/browse/KYLIN-2012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15490573#comment-15490573
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Shaofeng SHI commented on KYLIN-2012:
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Dayue, I just quicky went through, will check its details later (commit is
https://github.com/apache/kylin/commit/17569f6c32a373f599ef7689f9506b5af5ed68bd).
Thank you for working on this!
> more robust approach to hive schema changes
> -------------------------------------------
>
> Key: KYLIN-2012
> URL: https://issues.apache.org/jira/browse/KYLIN-2012
> Project: Kylin
> Issue Type: Bug
> Components: Metadata, REST Service, Web
> Affects Versions: v1.5.3
> Reporter: Dayue Gao
> Assignee: Dayue Gao
> Fix For: v1.6.0
>
>
> Our users occasionally want to change their existing cube, such as
> adding/renaming/removing a dimension. Some of these changes require
> modifications to its source hive table. So our user changed the table schema
> and reloaded its metadata in Kylin, then several issues can happen depends on
> what he changed.
> I did some schema changing tests based on 1.5.3, the results after reloading
> table are listed below
> || type of changes || fact table || lookup table ||
> | *minor* | both query and build still works | query can fail or return wrong
> answer |
> | *major* | fail to load related cube | fail to load related cube |
> {{minor}} changes refer to those doesn't change columns used in cubes, such
> as insert/append new column, remove/change unused column.
> {{major}} changes are the opposite, like remove/rename/change type of used
> column.
> Clearly from the table, reload a changed table is problematic in certain
> cases. KYLIN-1536 reports a similar problem.
> So what can we do to support this kind of iterative development process (load
> -> define cube -> build -> reload -> change cube -> rebuild)?
> My first thought is simply detect-and-prohibit reloading used table. User
> should be able to know which cube is preventing him from reloading, and then
> he could drop and recreate cube after reloading. However, defining a cube is
> not an easy task (consider editing 100 measures). Force users to recreate
> their cube over and over again will certainly not make them happy.
> A better idea is to allow cube to be editable even if it's broken due to some
> columns changed after reloading. Broken cube can't be built or queried, it
> can only be edit or dropped. In fact, there is a cube status called
> {{RealizationStatusEnum.DESCBROKEN}} in code, but was never used. We should
> take advantage of it.
> An enabled cube shouldn't allow schema changes, otherwise an unintentional
> reload could make it unavailable. Similarly, a disabled but unpurged cube
> shouldn't allow schema changes since it still has data in it.
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