Hashjoin performance with large vs small tables
Stefan.Manegold at cwi.nl
Mon May 11 18:45:53 CEST 2015
----- On May 11, 2015, at 6:36 PM, Roberto Cornacchia roberto.cornacchia at gmail.com wrote:
> This join takes 430ms .
> I forced swapping l and r, thus built the hash table on the larger bat, and then
> it takes 0.8ms .
> It takes 0.8ms the second time.
> The first time, it needs to create the hash table, and then it takes about 30ms.
> Still, much better than 430ms.
Ok, but indeed still the question where does this difference come from?
> Also, those 430ms are not invested. The second time will still take 430ms. So
> hashing on a very small bat is never a good investment. On the contrary,
> hashing on a larger (but not too much) table is a good investment. The next
> time a similar query comes in, it will be sub-millisecond.
Well, this is a trade-off that in in general hard to judge.
If the bigger table / BAT is a base table/BAT, the hash table will (nowadays)
be made persistent and *could* be reused --- whether it indeed will be reused,
we cannot predict. If the bigger table is a transient intermediate result,
re-use is unlikely ...
Having said that, is your smaller table a base table or an intermediate result
that is (might be) a tiny slice of a large (huge) base table?
Then current code might build the hash on the entire parent BAT rather than on
the tiny slice ...
Also: Which version of MonetDB are we talking about?
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