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	<title>Programmer&#039;s Notes &#187; production</title>
	<atom:link href="http://programmersnotes.info/tag/production/feed/" rel="self" type="application/rss+xml" />
	<link>http://programmersnotes.info</link>
	<description>Notes on the web-development and artificial intelligence.</description>
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		<title>Building high-loaded portal &#8211; InnoDB vs MyISAM</title>
		<link>http://programmersnotes.info/2009/05/20/building-high-loaded-portal-innodb-vs-myisam/</link>
		<comments>http://programmersnotes.info/2009/05/20/building-high-loaded-portal-innodb-vs-myisam/#comments</comments>
		<pubDate>Wed, 20 May 2009 07:00:55 +0000</pubDate>
		<dc:creator>Konstantin Mirin</dc:creator>
				<category><![CDATA[Databases]]></category>
		<category><![CDATA[DB Design]]></category>
		<category><![CDATA[MySQL]]></category>
		<category><![CDATA[DB]]></category>
		<category><![CDATA[design pattern]]></category>
		<category><![CDATA[efficiency]]></category>
		<category><![CDATA[production]]></category>

		<guid isPermaLink="false">http://konstantin.takeforce.net/?p=5</guid>
		<description><![CDATA[Post shares practical experience of developing MySQL DB for the high-loaded website.


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			<content:encoded><![CDATA[<h2><a name="intro">Preface</a></h2>
<p>In November 2008 I&#8217;ve got a nice project, that resulted in a complex search engine, that specializes in clothing. I can&#8217;t give the link now, but will do when site officially launches. Key features of such service are:</p>
<ul>
<li>Large number of users, which search with various parameters, rate items, leave comments, create articles etc.</li>
<li>Large database, that is updated frequently</li>
</ul>
<p>Sure, the site is running on a dedicated server, sure I use caching, but optimal DB is a key to success.</p>
<p><span id="more-5"></span></p>
<h2><a name="myisam-innodb">MyISAM or InnoDB?</a></h2>
<p>Since we need reliability, I created different tests, search the internet etc. My main question was &#8211; what to use MyISAM or InnoDB? I found the <a href="http://www.mysqlperformanceblog.com/2007/01/08/innodb-vs-myisam-vs-falcon-benchmarks-part-1/">post on the MySQL Perfomance Blog</a> (also <a href="http://www.mysqlperformanceblog.com/2007/10/12/myisam-scalability-and-innodb-falcon-benchmarks/">this</a> and <a href="http://www.mysqlperformanceblog.com/2007/01/03/innodb-benchmarks/">this</a>) and came to the conclusion, that when SELECT&#8217;ing, InnoDB is definitely faster (or, at least, is not slower). In addition, it provides constraints mechanism and allows transactions. The only thing it doesn&#8217;t have is FULLTEXT search. One more disadvantage is slower inserts. However, 80% of DB usage in this project are SELECT queries without FULLTEXT. For the fulltext search I created MyISAM table with fields I need and it works fine. The project is finished, but there will be phase 2 and I&#8217;m thinking of introducing <a href="http://www.sphinxsearch.com/">Sphinx</a> there. Anybody has experience with it?<br />
So I came up with InnoDB storage engine.</p>
<h2><a name="structure">Optimizing structure</a></h2>
<p>Next important step is DB structure. I&#8217;ll give some background info about the project so you could better understand what I&#8217;m talking about. The site collects info from different UK shops. Then users can rate them, add some tags, create articles (called &#8220;looks&#8221;) and link that articles to the products they&#8217;re writing about. And the same (tags, comments, rating) applies to the looks. Here we come across with an interesting question. We can create structure of different types for this:</p>
<ul>
<li>Create 2 separate cross-tables for linking Rating to Look or Product</li>
<li>Create one cross-table and add additional field &#8220;type&#8221; there to differentiate between Product and Look entities</li>
</ul>
<p>See both variants in the following images:<br />
<div id="attachment_251" class="wp-caption aligncenter" style="width: 310px"><a href="http://programmersnotes.info/wp-content/uploads/2009/05/norm1.png"><img src="http://programmersnotes.info/wp-content/uploads/2009/05/norm-300x174.png" alt="Normalized variant" title="Normalized variant" width="300" height="174" class="size-medium wp-image-251" /></a><p class="wp-caption-text">Normalized variant</p></div><br />
<div id="attachment_252" class="wp-caption aligncenter" style="width: 310px"><a href="http://programmersnotes.info/wp-content/uploads/2009/05/denorm1.png"><img src="http://programmersnotes.info/wp-content/uploads/2009/05/denorm-300x157.png" alt="Denormalized version" title="Denormalized version" width="300" height="157" class="size-medium wp-image-252" /></a><p class="wp-caption-text">Denormalized version</p></div><br />
Initially I thought that the second variant would perform better, but after creating and running tests, I saw, that:</p>
<ul>
<li>If there are 0-2 ratings linked to entity, then normalized variant is better</li>
<li>If there are 3-5 ratings linked to entity, then denormalized variant is slightly (less than 1%) better</li>
<li>If there are 6-8 ratings linked to the entity, the normalized variant wins again</li>
</ul>
<p>I did these tests for different situations similar to this one, in each test I generated random records and randomly linked them with each other. Number of record in Product, Look tables was 10000, in Rating &#8211; 20000. Number of records in cross tables varies because the linkings are random.<br />
So I came up with normalizing everything like it should be done according to the DB theory.</p>
<p>The only exclusion of this rule is the following situation. In this project you can add different alternatives to the product. Each alternative is &#8220;better&#8221; or &#8220;cheaper&#8221; or &#8220;different&#8221; etc. And since the only case when these alternatives are pulled from DB is when user views the product, they are pulled altogether, so it is better to keep them in the same table.</p>
<h2><a name="conclusion">Conclusion</a></h2>
<ul>
<li>InnoDB turns out to behave better under the high load, it supports transactions and maintains constraints. All that helps to develop better and never leave orphan records.</li>
<li>Using normalization techniques you usually get better performance</li>
<li>Create tests and test everything if you are going to do something great <img src='http://programmersnotes.info/wp-includes/images/smilies/icon_smile.gif' alt=':)' class='wp-smiley' /> </li>
</ul>
<h4>Further reading</h4>
<ul>
<li><a href="http://en.wikipedia.org/wiki/Database_normalization">Database Normalization</a></li>
<li><a href="http://www.mysqlperformanceblog.com/2007/01/08/innodb-vs-myisam-vs-falcon-benchmarks-part-1/">MySQL Performance Blog</a></li>
</ul>
<p>P.S. I&#8217;m looking forward to see your comments on implementation techniques in the high-loaded websites, your thoughts about the InnoDB vs MyISAM question and anything else you can think of <img src='http://programmersnotes.info/wp-includes/images/smilies/icon_smile.gif' alt=':)' class='wp-smiley' /> </p>
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		<slash:comments>9</slash:comments>
		</item>
		<item>
		<title>Speeding up Yii or why should you use DB sessions</title>
		<link>http://programmersnotes.info/2009/03/05/speeding-up-yii-or-why-should-you-use-db-sessions/</link>
		<comments>http://programmersnotes.info/2009/03/05/speeding-up-yii-or-why-should-you-use-db-sessions/#comments</comments>
		<pubDate>Thu, 05 Mar 2009 04:02:35 +0000</pubDate>
		<dc:creator>Konstantin Mirin</dc:creator>
				<category><![CDATA[Databases]]></category>
		<category><![CDATA[PHP]]></category>
		<category><![CDATA[Yii]]></category>
		<category><![CDATA[DB]]></category>
		<category><![CDATA[production]]></category>
		<category><![CDATA[session]]></category>
		<category><![CDATA[tip]]></category>
		<category><![CDATA[trick]]></category>

		<guid isPermaLink="false">http://programmersnotes.info/?p=135</guid>
		<description><![CDATA[Quick, effective and simple way how to speed up the Yii web application using the DB session storage.


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			<content:encoded><![CDATA[<p>Yesterday I&#8217;ve read a post on <a target="_blank" href="http://www.thedeveloperday.com/anti-asynchronous-ajax-calls-and-php-sessions/">The Developer&#8217;s Day blog</a>. Then tested this thing in Yii. There is a jQuery in my application, so I created test controller and test action, that only outputted &#8220;Hello, world&#8221; and called it from the firebug console <span id="more-135"></span>like this (I have url rewrite set up):</p>
<div class="dean_ch" style="white-space: wrap;">
<ol>
<li class="li1">
<div class="de1">$.<span class="me1">ajax</span><span class="br0">&#40;</span><span class="br0">&#123;</span>url:<span class="st0">&#8216;/test/test.html&#8217;</span><span class="br0">&#125;</span><span class="br0">&#41;</span>;</div>
</li>
<li class="li1">
<div class="de1">$.<span class="me1">ajax</span><span class="br0">&#40;</span><span class="br0">&#123;</span>url:<span class="st0">&#8216;/test/test.html&#8217;</span><span class="br0">&#125;</span><span class="br0">&#41;</span>;</div>
</li>
<li class="li1">
<div class="de1">$.<span class="me1">ajax</span><span class="br0">&#40;</span><span class="br0">&#123;</span>url:<span class="st0">&#8216;/test/test.html&#8217;</span><span class="br0">&#125;</span><span class="br0">&#41;</span>;</div>
</li>
<li class="li1">
<div class="de1">$.<span class="me1">ajax</span><span class="br0">&#40;</span><span class="br0">&#123;</span>url:<span class="st0">&#8216;/test/test.html&#8217;</span><span class="br0">&#125;</span><span class="br0">&#41;</span>;</div>
</li>
<li class="li2">
<div class="de2">$.<span class="me1">ajax</span><span class="br0">&#40;</span><span class="br0">&#123;</span>url:<span class="st0">&#8216;/test/test.html&#8217;</span><span class="br0">&#125;</span><span class="br0">&#41;</span>;</div>
</li>
<li class="li1">
<div class="de1">$.<span class="me1">ajax</span><span class="br0">&#40;</span><span class="br0">&#123;</span>url:<span class="st0">&#8216;/test/test.html&#8217;</span><span class="br0">&#125;</span><span class="br0">&#41;</span>;</div>
</li>
<li class="li1">
<div class="de1">&nbsp;</div>
</li>
</ol>
</div>
<p>Yes, really it matters. Each call starts after the previous one ends and it takes long to finish them all. But each web application handles the concurrent requests by nature. So I started a <a target="_blank" href="http://www.yiiframework.com/forum/index.php/topic,1001.0.html">forum thread</a> to clarify this. And <a target="_blank" href="http://www.yiiframework.com/forum/index.php?action=profile;u=54">sebas</a> recommended me to use CDbHttpSession instead of standard one. Yes, I knew, that storing sessions in DB speeds up the application, but I thought that is because of more effective search. And it turns out, that besides more effective search it gives one more DB benefit &#8211; concurrent access to the session storage. That&#8217;s actually the reason #1 why we usually use databases instead of files <img src='http://programmersnotes.info/wp-includes/images/smilies/icon_smile.gif' alt=':)' class='wp-smiley' /><br />
So here is a quick trick, that solves the problem:</p>
<div class="dean_ch" style="white-space: wrap;">
<ol>
<li class="li1">
<div class="de1">&nbsp;</div>
</li>
<li class="li1">
<div class="de1"><span class="co1">// application components</span></div>
</li>
<li class="li1">
<div class="de1">&nbsp; &nbsp; &nbsp; &nbsp; <span class="st0">&#8216;components&#8217;</span>=&gt;array<span class="br0">&#40;</span></div>
</li>
<li class="li1">
<div class="de1">&#8230;&#8230;&#8230;.</div>
</li>
<li class="li2">
<div class="de2">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class="st0">&#8216;session&#8217;</span> =&gt; <a href="http://www.php.net/array"><span class="kw3">array</span></a><span class="br0">&#40;</span></div>
</li>
<li class="li1">
<div class="de1">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class="st0">&#8216;class&#8217;</span> =&gt; <span class="st0">&#8216;system.web.CDbHttpSession&#8217;</span>,</div>
</li>
<li class="li1">
<div class="de1">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class="st0">&#8216;connectionID&#8217;</span> =&gt; <span class="st0">&#8216;db&#8217;</span>,</div>
</li>
<li class="li1">
<div class="de1">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; <span class="br0">&#41;</span>,</div>
</li>
<li class="li1">
<div class="de1">&nbsp; &nbsp; &nbsp; &nbsp; <span class="br0">&#41;</span>,</div>
</li>
<li class="li2">
<div class="de2">&nbsp;</div>
</li>
</ol>
</div>
<p>It creates a new table YiiSession and uses it for session data. This time the JS test above runs much faster. Try it yourself!</p>
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		<title>Yii framework &#8211; tips when going production</title>
		<link>http://programmersnotes.info/2009/02/20/yii-framework-tips-when-going-production/</link>
		<comments>http://programmersnotes.info/2009/02/20/yii-framework-tips-when-going-production/#comments</comments>
		<pubDate>Fri, 20 Feb 2009 07:17:43 +0000</pubDate>
		<dc:creator>Konstantin Mirin</dc:creator>
				<category><![CDATA[Frameworks]]></category>
		<category><![CDATA[PHP]]></category>
		<category><![CDATA[Yii]]></category>
		<category><![CDATA[framework]]></category>
		<category><![CDATA[production]]></category>
		<category><![CDATA[tip]]></category>

		<guid isPermaLink="false">http://konstantin.takeforce.net/?p=7</guid>
		<description><![CDATA[Yii is a great framework. It gives excellent built-in functionality, but, from my experience, is quite sensitive to the server configuration. Mostly because it relies on the newest technologies. So here is a list of things to check when you experience strange things (blank screen without any messages is the worst one that may happen): [...]


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			<content:encoded><![CDATA[<p><a target="_bank" href="http://yiiframework.com/">Yii</a> is a great framework. It gives excellent built-in functionality, but, from my experience, is quite sensitive to the server configuration. Mostly because it relies on the newest technologies.</p>
<p>So here is a list of things to check when you experience strange things<span id="more-7"></span> (blank screen without any messages is the worst one that may happen):</p>
<ul>
<li>Check PHP version. Yii needs 5.1 at least. When using some specific PDO or other features in your application, ensure they&#8217;re available in the server&#8217;s PHP installation.</li>
<li>Check MySQL version. Should be at least 5. If it differs from development one (e.g. server has 5.0.21 and you have 5.0.51), then pay attention to the <a title="CDbConnection::emulatePrepare" href="http://www.yiiframework.com/doc/api/CDbConnection#emulatePrepare" target="_blank">CDbConnection::emulatePrepare</a>. Actually if you&#8217;re using MySQL, you&#8217;d better turn it on because MySQL doesn&#8217;t cache prepared statements and has buggy support for some types of qeries (e.g. SHOW)</li>
<li>If you&#8217;re using automated timestamps insertion like described in <a title="Yii cookbook - Automate timestamps in ActiveRecord models" href="http://www.yiiframework.com/doc/cookbook/10/" target="_blank">Yii Cookbook</a>, you may encounter problems, when using different PDO or MySQL version. If you see your queries fail, try using
<div class="dean_ch" style="white-space: wrap;">
<ol>
<li class="li1">
<div class="de1"><a href="http://www.php.net/date"><span class="kw3">date</span></a><span class="br0">&#40;</span><span class="st0">&#8216;Y-m-d H:i:s&#8217;</span><span class="br0">&#41;</span></div>
</li>
</ol>
</div>
<p> instead of
<div class="dean_ch" style="white-space: wrap;">
<ol>
<li class="li1">
<div class="de1"><span class="kw2">new</span> CDbCommand<span class="br0">&#40;</span><span class="st0">&#8216;NOW()&#8217;</span><span class="br0">&#41;</span></div>
</li>
</ol>
</div>
</li>
<li>When you can&#8217;t see any output, configure logging. If log is emply also, try <strong>die(&#8216;message&#8217;)</strong> in all possible places. Starting from the entry script, continuing to your controller&#8217;s action. In some cases PHP crash is possible, which leads to immediate application termination, which makes both Yii logging and PHP&#8217;s echo ineffective and only die() workds fine</li>
<li>When using different PHP version, PDO versin may be different also. If you have application crashes when using <strong>bindParam()</strong>, try using <strong>bindValue()</strong> instead. This helps sometimes</li>
<li>Don&#8217;t forget to switch off <strong>YII_DEBUG</strong> in the index.php (entry script). However, if you encounter any problems, switch it back to help debugging</li>
</ul>
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