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Message: Re: Re: [WIP] Performance Improvement by reducing WAL for Update Operation 
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<body>
<!--[if !excel]>&nbsp;&nbsp;<![endif]-->
<!--The following information was generated by Microsoft Office Excel's Publish
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<div id="pgbench_var_25455" align=center x:publishsource="Excel">

<table border=0 cellpadding=0 cellspacing=0 width=933 style='border-collapse:
 collapse;table-layout:fixed;width:700pt'>
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 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl1525455 width=89 style='height:12.75pt;width:67pt'></td>
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  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=84 style='width:63pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=88 style='width:66pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
  <td class=xl1525455 width=64 style='width:48pt'></td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl1525455 style='height:12.75pt'></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl6425455 colspan=2 style='height:12.75pt'>Machine
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  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl6325455>Base records</td>
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  <td class=xl1525455></td>
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 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl6325455 style='height:12.75pt'>CPU</td>
  <td class=xl6525455 style='border-left:none'>8 core</td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl6325455 style='border-top:none'>update</td>
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  <td class=xl1525455></td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl6325455 style='height:12.75pt;border-top:none'>OS</td>
  <td class=xl6525455 style='border-top:none;border-left:none'>suse linux 10.3</td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl6325455 style='border-top:none'>auto vacuum</td>
  <td class=xl6525455 style='border-top:none;border-left:none'>off</td>
  <td class=xl6325455 style='border-top:none;border-left:none'>wal page size</td>
  <td class=xl6525455 style='border-top:none;border-left:none'>1K</td>
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  <td class=xl1525455></td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl6325455 style='height:12.75pt;border-top:none'>RAM</td>
  <td class=xl6525455 style='border-top:none;border-left:none'>24GB</td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl6325455 style='border-top:none'>ckpt seg</td>
  <td class=xl6325455 align=right style='border-top:none;border-left:none'>256</td>
  <td class=xl6325455 style='border-top:none;border-left:none'>ckpt interval</td>
  <td class=xl6525455 style='border-top:none;border-left:none'>15min</td>
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  <td class=xl1525455></td>
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 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl1525455 style='height:12.75pt'></td>
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  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl1525455 style='height:12.75pt'></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
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 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl1525455 style='height:12.75pt'></td>
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  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
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  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
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 <tr height=17 style='height:12.75pt'>
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 <tr height=17 style='height:12.75pt'>
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  <td colspan=2 class=xl10025455 style='border-right:1.0pt solid black;
  border-left:none'>off</td>
  <td colspan=2 class=xl10625455 style='border-right:1.0pt solid black;
  border-left:none'>on</td>
  <td colspan=2 class=xl10025455 style='border-right:1.0pt solid black;
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 <tr height=17 style='height:12.75pt'>
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  border-left:none'>2</td>
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  <td colspan=12 class=xl11325455 style='border-right:1.0pt solid black'>100</td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl8825455 style='height:13.5pt;border-top:none'>rec
  length</td>
  <td colspan=12 class=xl10825455 style='border-right:1.0pt solid black'>500</td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl6425455 style='height:12.75pt'></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td colspan=6 height=18 class=xl9625455 style='height:13.5pt'>WAL LZ
  compression for UPDATE + XLOG scale code</td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl8925455 style='height:13.5pt;border-top:none'>&nbsp;</td>
  <td class=xl7625455 style='border-top:none;border-left:none'>TPS</td>
  <td class=xl7725455 style='border-top:none;border-left:none'>Total ops</td>
  <td class=xl6825455 style='border-top:none;border-left:none'>TPS</td>
  <td class=xl6925455 style='border-top:none;border-left:none'>Total ops</td>
  <td class=xl7625455 style='border-top:none;border-left:none'>TPS</td>
  <td class=xl7725455 style='border-left:none'>Total ops</td>
  <td class=xl6825455 style='border-left:none'>TPS</td>
  <td class=xl6925455 style='border-left:none'>Total ops</td>
  <td class=xl7625455 style='border-left:none'>TPS</td>
  <td class=xl7725455 style='border-left:none'>Total ops</td>
  <td class=xl6825455 style='border-left:none'>TPS</td>
  <td class=xl6925455 style='border-left:none'>Total ops</td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl9025455 style='height:12.75pt;border-top:none'>Run1</td>
  <td class=xl7825455 align=right style='border-left:none'>1752</td>
  <td class=xl7925455 align=right style='border-left:none'>1062825</td>
  <td class=xl7225455 align=right style='border-left:none'>627</td>
  <td class=xl7325455 align=right style='border-left:none'>376754</td>
  <td class=xl7825455 align=right style='border-left:none'>1080</td>
  <td class=xl7925455 align=right style='border-left:none'>648149</td>
  <td class=xl7225455 align=right style='border-left:none'>284</td>
  <td class=xl7325455 align=right style='border-left:none'>170914</td>
  <td class=xl7825455 align=right style='border-left:none'>92</td>
  <td class=xl7925455 align=right style='border-left:none'>55241</td>
  <td class=xl7225455 align=right style='border-left:none'>93</td>
  <td class=xl7325455 align=right style='border-left:none'>56013</td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl9025455 style='height:12.75pt;border-top:none'>Run2</td>
  <td class=xl8025455 align=right style='border-top:none;border-left:none'>2027</td>
  <td class=xl8125455 align=right style='border-top:none;border-left:none'>1217677</td>
  <td class=xl6625455 align=right style='border-top:none;border-left:none'>634</td>
  <td class=xl6725455 align=right style='border-top:none;border-left:none'>380500</td>
  <td class=xl8025455 align=right style='border-top:none;border-left:none'>1088</td>
  <td class=xl8125455 align=right style='border-top:none;border-left:none'>652975</td>
  <td class=xl6625455 align=right style='border-top:none;border-left:none'>283</td>
  <td class=xl6725455 align=right style='border-top:none;border-left:none'>170179</td>
  <td class=xl8025455 align=right style='border-top:none;border-left:none'>91</td>
  <td class=xl8125455 align=right style='border-top:none;border-left:none'>55047</td>
  <td class=xl6625455 align=right style='border-top:none;border-left:none'>93</td>
  <td class=xl6725455 align=right style='border-top:none;border-left:none'>56121</td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl9025455 style='height:13.5pt;border-top:none'>Run3</td>
  <td class=xl8225455 align=right style='border-top:none;border-left:none'>1795</td>
  <td class=xl8325455 align=right style='border-top:none;border-left:none'>1077928</td>
  <td class=xl7425455 align=right style='border-top:none;border-left:none'>639</td>
  <td class=xl7525455 align=right style='border-top:none;border-left:none'>383425</td>
  <td class=xl8225455 align=right style='border-top:none;border-left:none'>1075</td>
  <td class=xl8325455 align=right style='border-top:none;border-left:none'>645482</td>
  <td class=xl7425455 align=right style='border-top:none;border-left:none'>281</td>
  <td class=xl7525455 align=right style='border-top:none;border-left:none'>169257</td>
  <td class=xl8225455 align=right style='border-top:none;border-left:none'>90</td>
  <td class=xl8325455 align=right style='border-top:none;border-left:none'>54252</td>
  <td class=xl7425455 align=right style='border-top:none;border-left:none'>93</td>
  <td class=xl7525455 align=right style='border-top:none;border-left:none'>55929</td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl9125455 style='height:13.5pt;border-top:none'>Avg</td>
  <td class=xl8425455 align=right style='border-left:none'>1858</td>
  <td class=xl8525455 align=right style='border-left:none'>1119477</td>
  <td class=xl7025455 align=right style='border-left:none'>633.3333</td>
  <td class=xl7125455 align=right style='border-left:none'>380226.3</td>
  <td class=xl8425455 align=right style='border-left:none'>1081</td>
  <td class=xl8525455 align=right style='border-left:none'>648868.7</td>
  <td class=xl7025455 align=right style='border-left:none'>282.6666667</td>
  <td class=xl7125455 align=right style='border-left:none'>170116.7</td>
  <td class=xl8425455 align=right style='border-left:none'>91</td>
  <td class=xl8525455 align=right style='border-left:none'>54846.67</td>
  <td class=xl7025455 align=right style='border-left:none'>93</td>
  <td class=xl7125455 align=right style='border-left:none'>56021</td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl1525455 style='height:12.75pt'></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td colspan=6 height=18 class=xl9625455 style='height:13.5pt'>XLOG Scale code</td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl8925455 style='height:13.5pt;border-top:none'>&nbsp;</td>
  <td class=xl7625455 style='border-top:none;border-left:none'>TPS</td>
  <td class=xl7725455 style='border-top:none;border-left:none'>Total ops</td>
  <td class=xl6825455 style='border-top:none;border-left:none'>TPS</td>
  <td class=xl6925455 style='border-top:none;border-left:none'>Total ops</td>
  <td class=xl7625455 style='border-top:none;border-left:none'>TPS</td>
  <td class=xl7725455 style='border-left:none'>Total ops</td>
  <td class=xl6825455 style='border-left:none'>TPS</td>
  <td class=xl6925455 style='border-left:none'>Total ops</td>
  <td class=xl7625455 style='border-left:none'>TPS</td>
  <td class=xl7725455 style='border-left:none'>Total ops</td>
  <td class=xl6825455 style='border-left:none'>TPS</td>
  <td class=xl6925455 style='border-left:none'>Total ops</td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl9025455 style='height:12.75pt;border-top:none'>Run1</td>
  <td class=xl7825455 align=right style='border-left:none'>1223</td>
  <td class=xl7925455 align=right style='border-left:none'>735891</td>
  <td class=xl7225455 align=right style='border-left:none'>697</td>
  <td class=xl7325455 align=right style='border-left:none'>418261</td>
  <td class=xl7825455 align=right style='border-left:none'>1002</td>
  <td class=xl7925455 align=right style='border-left:none'>601781</td>
  <td class=xl7225455 align=right style='border-left:none'>283</td>
  <td class=xl7325455 align=right style='border-left:none'>169980</td>
  <td class=xl7825455 align=right style='border-left:none'>90</td>
  <td class=xl7925455 align=right style='border-left:none'>54024</td>
  <td class=xl7225455 align=right style='border-left:none'>90</td>
  <td class=xl7325455 align=right style='border-left:none'>54531</td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl9025455 style='height:12.75pt;border-top:none'>Run2</td>
  <td class=xl8025455 align=right style='border-top:none;border-left:none'>1190</td>
  <td class=xl8125455 align=right style='border-top:none;border-left:none'>716461</td>
  <td class=xl6625455 align=right style='border-top:none;border-left:none'>699</td>
  <td class=xl6725455 align=right style='border-top:none;border-left:none'>419688</td>
  <td class=xl8025455 align=right style='border-top:none;border-left:none'>970</td>
  <td class=xl8125455 align=right style='border-top:none;border-left:none'>582302</td>
  <td class=xl6625455 align=right style='border-top:none;border-left:none'>282</td>
  <td class=xl6725455 align=right style='border-top:none;border-left:none'>169404</td>
  <td class=xl8025455 align=right style='border-top:none;border-left:none'>89</td>
  <td class=xl8125455 align=right style='border-top:none;border-left:none'>53471</td>
  <td class=xl6625455 align=right style='border-top:none;border-left:none'>90</td>
  <td class=xl6725455 align=right style='border-top:none;border-left:none'>54518</td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl9025455 style='height:13.5pt;border-top:none'>Run3</td>
  <td class=xl8225455 align=right style='border-top:none;border-left:none'>1183</td>
  <td class=xl8325455 align=right style='border-top:none;border-left:none'>714301</td>
  <td class=xl7425455 align=right style='border-top:none;border-left:none'>696</td>
  <td class=xl7525455 align=right style='border-top:none;border-left:none'>417664</td>
  <td class=xl8225455 align=right style='border-top:none;border-left:none'>997</td>
  <td class=xl8325455 align=right style='border-top:none;border-left:none'>598476</td>
  <td class=xl7425455 align=right style='border-top:none;border-left:none'>279</td>
  <td class=xl7525455 align=right style='border-top:none;border-left:none'>167994</td>
  <td class=xl8225455 align=right style='border-top:none;border-left:none'>89</td>
  <td class=xl8325455 align=right style='border-top:none;border-left:none'>53748</td>
  <td class=xl7425455 align=right style='border-top:none;border-left:none'>90</td>
  <td class=xl7525455 align=right style='border-top:none;border-left:none'>54465</td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl9125455 style='height:13.5pt;border-top:none'>Avg</td>
  <td class=xl8425455 align=right style='border-left:none'>1198.666667</td>
  <td class=xl8525455 align=right style='border-left:none'>722217.7</td>
  <td class=xl7025455 align=right style='border-left:none'>697.3333</td>
  <td class=xl7125455 align=right style='border-left:none'>418537.7</td>
  <td class=xl8425455 align=right style='border-left:none'>989.6667</td>
  <td class=xl8525455 align=right style='border-left:none'>594186.3</td>
  <td class=xl7025455 align=right style='border-left:none'>281.3333333</td>
  <td class=xl7125455 align=right style='border-left:none'>169126</td>
  <td class=xl8425455 align=right style='border-left:none'>89.33333333</td>
  <td class=xl8525455 align=right style='border-left:none'>53747.67</td>
  <td class=xl7025455 align=right style='border-left:none'>90</td>
  <td class=xl7125455 align=right style='border-left:none'>54504.67</td>
 </tr>
 <tr height=17 style='height:12.75pt'>
  <td height=17 class=xl1525455 style='height:12.75pt'></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td colspan=6 height=18 class=xl9225455 style='height:13.5pt'>DIFF</td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
  <td class=xl1525455></td>
 </tr>
 <tr height=18 style='height:13.5pt'>
  <td height=18 class=xl1525455 style='height:13.5pt'></td>
  <td class=xl11125455 align=right>55.01%</td>
  <td class=xl11125455 align=right>55.01%</td>
  <td class=xl11225455 align=right>-9.18%</td>
  <td class=xl11225455 align=right>-9.15%</td>
  <td class=xl11125455 align=right>9.23%</td>
  <td class=xl11125455 align=right>9.20%</td>
  <td class=xl11225455 align=right>0.47%</td>
  <td class=xl11225455 align=right>0.59%</td>
  <td class=xl11125455 align=right>1.87%</td>
  <td class=xl11125455 align=right>2.04%</td>
  <td class=xl11225455 align=right>3.33%</td>
  <td class=xl11225455 align=right>2.78%</td>
 </tr>
 <![if supportMisalignedColumns]>
 <tr height=0 style='display:none'>
  <td width=89 style='width:67pt'></td>
  <td width=96 style='width:72pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=84 style='width:63pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=88 style='width:66pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
 </tr>
 <![endif]>
</table>

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