I have done some performance comparisons.
First of all I failed to run vectorized version of Q1 with master branch of your repository and
PG9_6_STABLE branch of Postgres:

NOTICE:  query can't be vectorized
DETAIL:  Non plain agg is not supported

I have to switch to pg96 branch.

Results (seconds) of Q1 execution are the  following:

max_parallel_workers_per_gather
        PG9_6, enable_vectorize_engine=off
        PG9_6, enable_vectorize_engine=on
        master (jit=on)
0
        36
        20
        10
4
        10
        -
        5



I failed to run parallel version of Q1 with enable_vectorize_engine=on because of the same error: "Non plain agg is not supported"


So looks like PG-13 provides significant advantages in OLAP queries comparing with 9.6! Definitely it doesn't mean that vectorized executor is not needed for new version of Postgres. Once been ported, I expect that it should provide comparable improvement of performance.

But in any case I think that vectorized executor makes sense only been combine with columnar store.



--
Konstantin Knizhnik
Postgres Professional: http://www.postgrespro.com
The Russian Postgres Company

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