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https://issues.apache.org/jira/browse/CALCITE-1587?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15828599#comment-15828599
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Julian Hyde commented on CALCITE-1587:
--------------------------------------

Agree with [~gian], we should enable approximation only if the user asks for 
it. In the Calcite framework I will add a property whether to allow approximate 
topN, and another whether to allow approximate distinct-count. I do not think 
it wise to expose it via a system or connection property, until we also extend 
our SQL to allow users to ask for approximations in the SQL: see CALCITE-1588.

To fix this issue, add the property, default false, and the only way to set it 
at present will be via code (e.g. from the test suite).

> Druid adapter: topN returns approximate results
> -----------------------------------------------
>
>                 Key: CALCITE-1587
>                 URL: https://issues.apache.org/jira/browse/CALCITE-1587
>             Project: Calcite
>          Issue Type: Bug
>          Components: druid
>    Affects Versions: 1.11.0
>            Reporter: Jesus Camacho Rodriguez
>            Assignee: Julian Hyde
>             Fix For: 1.12.0
>
>
> Currently, we convert to _topN_ queries. However, metrics returned by Druid 
> will be approximate values. Thus, probably we should not convert to Druid 
> topN queries and rather always use Druid groupBy.



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