{"id":499,"date":"2014-04-07T21:09:05","date_gmt":"2014-04-07T20:09:05","guid":{"rendered":"http:\/\/it.tuxie.eu\/?p=499"},"modified":"2014-04-07T21:09:05","modified_gmt":"2014-04-07T20:09:05","slug":"db2-data-sampling","status":"publish","type":"post","link":"http:\/\/it.tuxie.eu\/?p=499","title":{"rendered":"DB2 data sampling"},"content":{"rendered":"<p>Sometimes it would be very helpful to have a chance gather sample values. What if rownum limitation affects quality of records? What if the main table logic is residental in the middle of huge table? Welcome to data sampling world \ud83d\ude42<\/p>\n<p><!--more-->Some reasons for data sampling (please take it as my brainstorming result, not unchangable true):<\/p>\n<p>1) sample can represent whole table very well in some conditions<\/p>\n<p>2) in case we dont know &#8222;data demography&#8220; &#8211; the only way how to obtain relevant result<\/p>\n<p>3) volume of data is rising very fast, logic of filling can repeat in circles<\/p>\n<p>For my test I created sample table (10 000 records), whole set is saved <a href=\"http:\/\/it.tuxie.eu\/db2-sample.7z\">there<\/a>. After running from command line ( <span style=\"font-family: courier new,courier; font-size: 12px;\">db2 -tvsf \/tmp\/db2sample.sql<\/span>), RUNSTAT + REORG circle was continuation and (inspiration <a href=\"http:\/\/dba.stackexchange.com\/questions\/30231\/do-i-need-to-runstats-after-a-reorg-in-db2\">here<\/a>, more reading recommended :-D) data are prepared.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>A) Good old way to query partial data<\/strong><\/p>\n<p><span style=\"font-family: courier new,courier; font-size: 12px;\">SELECT * FROM SAMTAB WHERE rand() &lt; 0.01 order by 1<br \/>\n<\/span><\/p>\n<p>returning ~1% of overall dataset. You can always check data demography (ID values starts at 100 000, step 1 = last record 109 999)<\/p>\n<p><img alt=\"\" src=\"data:image\/png;base64,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\" \/><\/p>\n<p><strong>B) Mr.Bernoulli? Come and play with us!<\/strong><\/p>\n<p>You can find further info about this sampling <a href=\"http:\/\/pic.dhe.ibm.com\/infocenter\/db2luw\/v10r5\/index.jsp?topic=%2Fcom.ibm.db2.luw.admin.perf.doc%2Fdoc%2Fc0010970.html\">here<\/a>. Usage is very simple:<\/p>\n<p><span style=\"font-family: courier new,courier; font-size: 12px;\">select * from samtab tablesample bernoulli(0.8) order by 1<br \/>\n<\/span><\/p>\n<p>returning ~0,8% of overall dataset.<\/p>\n<p><img alt=\"\" src=\"data:image\/png;base64,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\" \/><\/p>\n<p>As Bernoulli is pure row-level sample method, every record must be read = can be very demanding and usage needs your consideration.<\/p>\n<p><strong>C) Let\u00b4s turn to next page<\/strong><\/p>\n<p>Very efficient sampling method (using pages, not rows)<\/p>\n<p><span style=\"font-family: courier new,courier; font-size: 12px;\">select * from samtab tablesample system(0.8) order by 1<\/span><\/p>\n<p>returning ~0,8% of overall dataset, using same pages = demography is completely different very often. In this case, there are sets of following records.<\/p>\n<p><img alt=\"\" src=\"data:image\/png;base64,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\" \/><\/p>\n<p>-a-<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sometimes it would be very helpful to have a chance gather sample values. What if rownum limitation affects quality of records? What if the main table logic is residental in the middle of huge table? Welcome to data sampling world &hellip; <a href=\"http:\/\/it.tuxie.eu\/?p=499\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[7,11],"tags":[],"_links":{"self":[{"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=\/wp\/v2\/posts\/499"}],"collection":[{"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=499"}],"version-history":[{"count":0,"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=\/wp\/v2\/posts\/499\/revisions"}],"wp:attachment":[{"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=499"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=499"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/it.tuxie.eu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=499"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}