[jira] [Created] (CALCITE-1803) Add post aggregation support in Druid to optimize druid queries.

["Junxian Wu (JIRA)" <ji...@apache.org>]

Junxian Wu created CALCITE-1803:
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             Summary: Add post aggregation support in Druid to optimize druid queries.
                 Key: CALCITE-1803
                 URL: https://issues.apache.org/jira/browse/CALCITE-1803
             Project: Calcite
          Issue Type: Bug
          Components: druid
    Affects Versions: 1.11.0
            Reporter: Junxian Wu
            Assignee: Julian Hyde


Druid post aggregations are not supported when parsing SQL queries. By implementing post aggregations, we can offload some computation to the druid cluster rather than aggregate on the client side.

Example usage:
{{SELECT SUM("column1") - SUM("column2") FROM "table";}}
This query will be parsed into two separate Druid aggregations according to current rules. Then the results will be subtracted in Calcite. By using the {{postAggregations}} field in the druid query, the subtraction could be done in Druid cluster. Although the previous example is simple, the difference will be obvious when the number of result rows are large. (Multiple rows result will happen when group by is used).
Questions:
After I push Post aggregation into Druid query, what should I change on the project relational correlation? In the case of the example above, the {{BindableProject}} will have the expression to representation the subtraction. If I push the post aggregation into druid query, the expression of subtraction should be replaced by the representation of the post aggregations result. For now, the project expression seems can only point to the aggregations results. Since post aggregations have to point to aggregations results too, it could not be placed in the parallel level as aggregation. Where should I put post aggregations?



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