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May 2008

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[MonetDB-users] Performance issues with queries in SQL
by Nils Grimsmo 01 May '08

01 May '08

I have tables with around 12 million rows and large primary keys. I find the performance for various queries to be rather strange. * Why is Q2 (see below) so much slower than Q1? It is actually faster for me to use Q1 and do the rest of the matching myself. * Why is Q3 so immensely much faster than Q1? I understand that the first part of the primary key is selective in Q3. Do I understand right if Q1 scans until "type" matches, then scans until "name" matches, then scans until "value" matches? No indexes are put on disk, right? Then the matching for Q3 should be scan until "value" matches, which shouldn't be more than at most three times faster, right (if three columns are read instead of one for Q1)? I do Q1 twice to look for cash effects, but none are seen... Could some columns from the table "value" be cached and kept, without giving room for those from "type_name_value"? * Q4 has the same performance as Q1, as expected. * Why isn't Q5 faster than Q6? 82% of the rows have type=3. Fewer should be scanned to find that "!!foo" doesn't exist than for "~~foo", as "!" has a low ASCII value, while "~" is high. (See COUNT queries at the bottom.) Klem fra Nils Q1: SELECT * FROM type_name_value WHERE type = 3 AND name = 'author' AND value = 'Jurgen Annevelink' Q2: SELECT * FROM type_name_value WHERE type = 3 AND name = 'author' AND value = 'Jurgen Annevelink' AND doc = 1 AND nenc = '1.1.1.1' AND pos = 4 Q3: SELECT * FROM value WHERE value = 'Jurgen Annevelink' AND type = 3 AND name = 'author' Q4: SELECT * FROM type_name_value WHERE type = 3 AND name = 'author' AND value = '__bar' Q5: SELECT * FROM type_name_value WHERE type = 3 AND name = '!!foo' AND value = '__bar' Q6: SELECT * FROM type_name_value WHERE type = 3 AND name = '~~foo' AND value = '__bar' Q7: SELECT * FROM type_name_value WHERE type = 3000 AND name = '__foo' AND value = '__bar' See runs below. Number of rows SELECT COUNT(type) FROM type_name_value % nilsgri.type_name_value # table_name % count_no_nil_type # name % int # type % 8 # length [ 12165109 ] Query time: 0.066192 SELECT COUNT(type) FROM value % nilsgri.value # table_name % count_no_nil_type # name % int # type % 8 # length [ 12165109 ] Query time: 0.058111 The PRIMARY KEY of type_name_value is (type,name,value,doc,nenc,pos) The PRIMARY KEY of value is (value,doc,nenc,pos) Q1: Search 3 first, match 3 first. SELECT * FROM type_name_value WHERE type = 3 AND name = 'author' AND value = 'Jurgen Annevelink' % nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value # table_name % type, name, value, doc, nenc, pos, pathid, complete # name % int, varchar, clob, int, varchar, int, int, boolean # type % 1, 6, 17, 1, 12, 8, 3, 5 # length [ 3, "author", "Jurgen Annevelink", 1, "1.1.1.1", 4, 5, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.23579.2.1", 724888, 56, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.2487.3.1", 81996, 5, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.42.2.1", 1071, 5, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.533986.2.1", 17294725, 56, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.576139.3.1", 18745432, 56, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.944085.1.1", 30104242, 107, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.99173.2.1", 3191470, 56, true ] Query time: 1.643438 Q1: Repeat to check for disk cache effects. SELECT * FROM type_name_value WHERE type = 3 AND name = 'author' AND value = 'Jurgen Annevelink' % nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value # table_name % type, name, value, doc, nenc, pos, pathid, complete # name % int, varchar, clob, int, varchar, int, int, boolean # type % 1, 6, 17, 1, 12, 8, 3, 5 # length [ 3, "author", "Jurgen Annevelink", 1, "1.1.1.1", 4, 5, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.23579.2.1", 724888, 56, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.2487.3.1", 81996, 5, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.42.2.1", 1071, 5, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.533986.2.1", 17294725, 56, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.576139.3.1", 18745432, 56, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.944085.1.1", 30104242, 107, true ] [ 3, "author", "Jurgen Annevelink", 1, "1.99173.2.1", 3191470, 56, true ] Query time: 1.615900 Q2: Search entire, match entire. SELECT * FROM type_name_value WHERE type = 3 AND name = 'author' AND value = 'Jurgen Annevelink' AND doc = 1 AND nenc = '1.1.1.1' AND pos = 4 % nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value # table_name % type, name, value, doc, nenc, pos, pathid, complete # name % int, varchar, clob, int, varchar, int, int, boolean # type % 1, 6, 17, 1, 7, 1, 1, 5 # length [ 3, "author", "Jurgen Annevelink", 1, "1.1.1.1", 4, 5, true ] Query time: 11.073827 Q3: Use table value instead. SELECT * FROM value WHERE value = 'Jurgen Annevelink' AND type = 3 AND name = 'author' % nilsgri.value, nilsgri.value, nilsgri.value, nilsgri.value, nilsgri.value, nilsgri.value, nilsgri.value, nilsgri.value # table_name % value, doc, nenc, pos, type, name, pathid, complete # name % clob, int, varchar, int, int, varchar, int, boolean # type % 17, 1, 12, 8, 1, 6, 3, 5 # length [ "Jurgen Annevelink", 1, "1.1.1.1", 4, 3, "author", 5, true ] [ "Jurgen Annevelink", 1, "1.23579.2.1", 724888, 3, "author", 56, true ] [ "Jurgen Annevelink", 1, "1.2487.3.1", 81996, 3, "author", 5, true ] [ "Jurgen Annevelink", 1, "1.42.2.1", 1071, 3, "author", 5, true ] [ "Jurgen Annevelink", 1, "1.533986.2.1", 17294725, 3, "author", 56, true ] [ "Jurgen Annevelink", 1, "1.576139.3.1", 18745432, 3, "author", 56, true ] [ "Jurgen Annevelink", 1, "1.944085.1.1", 30104242, 3, "author", 107, true ] [ "Jurgen Annevelink", 1, "1.99173.2.1", 3191470, 3, "author", 56, true ] Query time: 0.000477 Q4: Search 3 first, match 2 first. SELECT * FROM type_name_value WHERE type = 3 AND name = 'author' AND value = '__bar' % nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value # table_name % type, name, value, doc, nenc, pos, pathid, complete # name % int, varchar, clob, int, varchar, int, int, boolean # type % 1, 0, 0, 1, 0, 1, 1, 5 # length Query time: 1.617259 Q5: Search 3 first, match 1 first. '!' early in alphabet. SELECT * FROM type_name_value WHERE type = 3 AND name = '!!foo' AND value = '__bar' % nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value # table_name % type, name, value, doc, nenc, pos, pathid, complete # name % int, varchar, clob, int, varchar, int, int, boolean # type % 1, 0, 0, 1, 0, 1, 1, 5 # length Query time: 0.530727 Q6: Search 3 first, match 1 first. '~' late in alphabet. SELECT * FROM type_name_value WHERE type = 3 AND name = '~~foo' AND value = '__bar' % nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value # table_name % type, name, value, doc, nenc, pos, pathid, complete # name % int, varchar, clob, int, varchar, int, int, boolean # type % 1, 0, 0, 1, 0, 1, 1, 5 # length Query time: 0.534592 Q7: Search 3 first, match 0 first. SELECT * FROM type_name_value WHERE type = 3000 AND name = '__foo' AND value = '__bar' % nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value, nilsgri.type_name_value # table_name % type, name, value, doc, nenc, pos, pathid, complete # name % int, varchar, clob, int, varchar, int, int, boolean # type % 1, 0, 0, 1, 0, 1, 1, 5 # length Query time: 0.000407 Number of rows with type and name mathcing. SELECT COUNT(type) FROM type_name_value WHERE type = 3 AND name = 'author' % nilsgri.type_name_value # table_name % count_no_nil_type # name % int # type % 7 # length [ 2730959 ] Query time: 0.683863 Number of rows with type mathcing. SELECT COUNT(type) FROM type_name_value WHERE type = 3 % nilsgri.type_name_value # table_name % count_no_nil_type # name % int # type % 8 # length [ 10020569 ] Query time: 0.032573 SELECT COUNT(type) FROM type_name_value WHERE type = 3 AND name < '!!foo' % nilsgri.type_name_value # table_name % count_no_nil_type # name % int # type % 1 # length [ 0 ] Query time: 0.161186 SELECT COUNT(type) FROM type_name_value WHERE type = 3 AND name < '~~foo' % nilsgri.type_name_value # table_name % count_no_nil_type # name % int # type % 8 # length [ 10020569 ] Query time: 0.341732 Number of rows with type mathcing. real 0m18.372s user 0m0.005s sys 0m0.002s

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