On Thu, Nov 29, 2012 at 5:25 PM, Heikki Linnakangas <hlinnakan...@vmware.com > wrote:
> One thing that bothers me with this algoritm is that the overflow > mechanism is all-or-nothing. In many cases, even when there is a huge > number of states in the diagram, you could still extract at least a few > trigrams that must be present in any matching string, with little effort. > At least, it seems like that to a human :-). > > For example, consider this: > > explain analyze select count(*) from azjunk4 where txt ~ ('^** > aabaacaadaaeaafaagaahaaiaajaak**aalaamaanaaoaapaaqaaraasaataau** > aavaawaaxaayaazabaabbabcabdabe**abfabgabhabiabjabkablabmabnabo** > abpabqabrabsabtabuabvabwabxaby**abzacaacbaccacdaceacfacgachaci** > acjackaclacmacnacoacpacqacracs**actacuacvacwacxacyaczadaadbadc** > addadeadfadgadhadiadjadkadladm**adnadoadpadqadradsadtaduadvadw** > adxadyadzaeaaebaecaedaeeaefaeg**aehaeiaejaekaelaemaenaeoaepaeq** > aeraesaetaeuaevaewaexaeyaezafa**afbafcafdafeaffafgafhafiafjafk** > aflafmafnafoafpafqafrafsaftafu**afvafwafxafyafzagaagbagcagdage** > agfaggaghagiagjagkaglagmagnago**agpagqagragsagtaguagvagwagxagy** > agzahaahbahcahdaheahfahgahhahi**ahjahkahlahmahnahoahpahqahrahs**$'); > > you get a query plan like this (the long regexp string edited out): > > Aggregate (cost=228148.02..228148.03 rows=1 width=0) (actual > time=131.100..131 > .101 rows=1 loops=1) > -> Bitmap Heap Scan on azjunk4 (cost=228144.01..228148.02 rows=1 > width=0) ( > actual time=131.096..131.096 rows=0 loops=1) > Recheck Cond: (txt ~ <ridiculously long regexp>) > Rows Removed by Index Recheck: 10000 > -> Bitmap Index Scan on azjunk4_trgmrgx_txt_01_idx > (cost=0.00..228144 > .01 rows=1 width=0) (actual time=82.914..82.914 rows=10000 loops=1) > Index Cond: (txt ~ <ridiculously long regexp>) > Total runtime: 131.230 ms > (7 rows) > > That ridiculously long string exceeds the number of states (I think, could > be number of paths or arcs too), and the algorithm gives up, resorting to > scanning the whole index as can be seen by the "Rows Removed by Index > Recheck" line. However, it's easy to see that any matching string must > contain *any* of the possible trigrams the algorithm extracts. If it could > safely return just a few of them, say "aab" and "abz", and discard the > rest, that would already be much better than a full index scan. > > Would it be safe to simply stop short the depth-first search on overflow, > and proceed with the graph that was constructed up to that point? For depth-first it's not. But your proposal naturally makes sense. I've changed it to breadth-first search. And then it's safe to mark all unprocessed states as final when overflow. It means that we assume every unprocessed branch to immediately finish with matching (this can give us more false positives but no false negatives). For overflow of matrix collection, it's safe to do just OR between all the trigrams. New version of patch is attached. ------ With best regards, Alexander Korotkov.
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