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.
Thanks for the test. +1 on vectorize should be combine with columnar store. I think when we support this extension
on master, we could try the new zedstore.
I'm not active on this work now, but will continue when I have time. Feel free to join bring vops's feature into this extension.
Thanks
Hubert Zhang
I have ported vectorize_engine to the master. It takes longer than I expected: a lot of things were changed in executor.
Results are the following:
par.warkers
PG9_6 vectorize=off
PG9_6 vectorize=on
master vectorize=off jit=on
master vectorize=off jit=off
master vectorize=on jit=ofn
master vectorize=on jit=off
0
36
20
16
25.5
15
17.5
4
10
-
5
7
-
-
So it proves the theory that JIT provides almost the same speedup as vector executor (both eliminates interpretation overhead but in different way). I still not sure that we need vectorized executor: because with standard heap it provides almost no improvements comparing with current JIT version. But in any case I am going to test it with vertical storage (zedstore or cstore).
Thanks for the porting and testing.
Yes, PG master and 9.6 have many changes, not only executor, but also tupletableslot interface.
What matters the performance of JIT and Vectorization is its implementation. This is just the beginning of vectorization work, just as your vops extension reported, vectorization could run 10 times faster in PG. With the overhead of row storage(heap), we may not reach that speedup, but I think we could do better. Also +1 on vertical storage.
BTW, welcome to submit your PR for the PG master version.
Sorry, but I have no permissions to push changes to your repository. I can certainly create my own fork of vectorize_engine, but I think it will be beter if I push pg13 branch in your repository.
