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[78.102.97.226]) by smtp.gmail.com with ESMTPSA id p14sm12441wrc.30.2018.03.26.17.36.13 (version=TLS1_2 cipher=ECDHE-RSA-AES128-GCM-SHA256 bits=128/128); Mon, 26 Mar 2018 17:36:13 -0700 (PDT) Subject: Re: [HACKERS] PATCH: multivariate histograms and MCV lists To: Dean Rasheed Cc: Alvaro Herrera , Andres Freund , Thomas Munro , Mark Dilger , Adrien Nayrat , Pg Hackers References: <20180310171906.gd6vyz6hnou2n3h7@alvherre.pgsql> <850c3b6b-2641-496c-4efc-500c720f7260@2ndquadrant.com> <66ba9c45-3b07-e5b6-fd11-15e75f6ee8e1@2ndquadrant.com> From: Tomas Vondra Message-ID: <49348328-1a02-7e45-e50f-e1d4d0243c5c@2ndquadrant.com> Date: Tue, 27 Mar 2018 02:36:09 +0200 User-Agent: Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Thunderbird/52.4.0 MIME-Version: 1.0 In-Reply-To: Content-Type: multipart/mixed; boundary="------------D474EB2EE6ED181D0237334B" Content-Language: en-US List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Precedence: bulk This is a multi-part message in MIME format. --------------D474EB2EE6ED181D0237334B Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 7bit Hi Dean, Here is an updated patch (hopefully) fixing the bugs you've reported so far. In particular, it fixes this: 1) mostly harmless memset bug in UpdateStatisticsForTypeChange 2) passing the right list (stat_clauses) to mcv_clauselist_selectivity 3) corrections to a couple of outdated comments 4) handling of NOT clauses in MCV lists (and in histograms) The query you posted does not fail anymore, but there's a room for improvement. We should be able to handle queries like this: select * from foo where a=1 and not b=1; But we don't, because we only recognize F_EQSEL, F_SCALARLTSEL and F_SCALARGTSEL, but F_NEQSEL (which is what "not b=1" uses). Should be simple to fix, I believe. 5) handling of mcv_lowsel in statext_clauselist_selectivity I do believe the new behavior is correct - as I suspected, I broke this during the last rebase, where I also moved some stuff from the histogram part to the MCV part. I've also added the (sum of MCV frequencies), as you suggested. I think we could improve the estimate further by computing ndistinct estimate, and then using that to compute average frequency of non-MCV items. Essentially what var_eq_const does: if (otherdistinct > 1) selec /= otherdistinct; Not sure how to do that when there are not just equality clauses. BTW I think there's a bug in handling the fullmatch flag - it should not be passed to AND/OR subclauses the way it is, because then WHERE a=1 OR (a=2 AND b=2) will probably set it to 'true' because of (a=2 AND b=2). Which will short-circuit the statext_clauselist_selectivity, forcing it to ignore the non-MCV part. But that's something I need to look at more closely tomorrow. Another thing I probably need to do is to add more regression tests, protecting against bugs similar to those you found. Thanks for the feedback so far! regards -- Tomas Vondra http://www.2ndQuadrant.com PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services --------------D474EB2EE6ED181D0237334B Content-Type: application/gzip; name="0001-multivariate-MCV-lists-20180327.patch.gz" Content-Transfer-Encoding: base64 Content-Disposition: attachment; filename="0001-multivariate-MCV-lists-20180327.patch.gz" H4sICLmJuVoAAzAwMDEtbXVsdGl2YXJpYXRlLU1DVi1saXN0cy0yMDE4MDMyNy5wYXRjaADU W3lz28aS/1v8FLOufTFpggcoUiJtWS8KRdmslSk/kc6xLhdrCAwkRDgYHJKYvHz37e6ZwcFL cuLdqlXZIgHM9Ezfv+6BLqLQZ72jjs2tRWdh2mJx2DPb1mGXO93jRX8hzMHA7HaP+v12u8s+ hAGbiiUzj1m7/Zr+sU67bVYugMxrNgt9HrMfw8COODtJ8Or7TmD/lnK4ESRNK/RPK+c8ETD0 NjWY2WMfeAQUzD7S6wxeHx6xettstyvTdPGrsJLX7PPHs9nwPTNbnS/MT73EveeRCyTYh+GP zHPjJK5UGo1Ghdmh1Yoj+H/jey2LJ9wLb+ImXrHtP/+G/2ab1demOmlg7Zumpx4fs/r63KXH gzjhyb51Ya5pdll9fcuRcFpWJIC1OZIAzlxrnQ6u2+nTXJy34NadCOwWyNXngR23aG3Lt+Om tXXd9vHG3HCZuL77u4haS57ctiyPp7GIhVeiQOt298xNE1dyD4JfW5vE3EExF6cueRTTmvAx 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