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	<title>Rishi / Software</title>
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	<description>Notes and thoughts on software development</description>
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		<item>
		<title>Computing T-Distribution Cumulative Probability Density Function</title>
		<link>http://rishisoftwareblog.wordpress.com/2012/01/24/computing-t-distribution-cumulative-probability-density-function/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2012/01/24/computing-t-distribution-cumulative-probability-density-function/#comments</comments>
		<pubDate>Tue, 24 Jan 2012 20:12:49 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Java]]></category>
		<category><![CDATA[climate change data]]></category>
		<category><![CDATA[probability density function]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=122</guid>
		<description><![CDATA[I&#8217;ll be the first to admit, its been a long time since I was in Statistics class, but it&#8217;s really one of the most useful classes out there, even the esoteric parts of it. Recently, I had to write code to compute bias estimation for climate change data, and one of the key stats used [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=122&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ll be the first to admit, its been a long time since I was in Statistics class, but it&#8217;s really one of the most useful classes out there, even the esoteric parts of it.</p>
<p>Recently, I had to write code to compute bias estimation for climate change data, and one of the key stats used in computing bias estimation along with its summary statistics is: the t-distribution cumulative probability density function, or tcdf for short.</p>
<p>In Java land, we are fortunate to have the <a title="Apache Commons Math Library" href="http://commons.apache.org/math/" target="_blank">Apache Commons Math library</a>, which allows computation of tcdf and inverse-tcdf:<br />
<a title="http://commons.apache.org/math/userguide/distribution.html" href="http://commons.apache.org/math/userguide/distribution.html" target="_blank">http://commons.apache.org/math/userguide/distribution.html </a></p>
<p>Something like the following, using Apache Commons Math, will allow calculation of an inverse tcdf:</p>
<p><code> TDistribution t = new TDistributionImpl(degreeOfFreedom);<br />
a = (t.inverseCumulativeProbability(0.975))<br />
</code></p>
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		<title>Avoiding the terminal error: xterm-color: Unknown terminal type</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/07/19/avoiding-the-terminal-error-xterm-color-unknown-terminal-type/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/07/19/avoiding-the-terminal-error-xterm-color-unknown-terminal-type/#comments</comments>
		<pubDate>Tue, 19 Jul 2011 23:27:58 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=118</guid>
		<description><![CDATA[Using a Mac terminal to connect to a machine not supporting the xterm-color terminal type can result in tools like vi not working. One can get the error: xterm-color: Unknown terminal type The solution to this problem is to identify the terminal types supported on the remote machine. In my case, it was vt100 Steps [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=118&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Using a Mac terminal to connect to a machine not supporting the xterm-color terminal type can result in tools like vi not working.</p>
<p>One can get the error: xterm-color: Unknown terminal type</p>
<p>The solution to this problem is to identify the terminal types supported on the remote machine.</p>
<p>In my case, it was vt100</p>
<p><strong>Steps (on remote machine running Solaris):</strong></p>
<p>&gt; export TERM=vt100</p>
<p>&gt; vi anyfile.txt</p>
<p>success!</p>
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		<title>Using Flex Hero SDK with FlexBuilder 3</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/07/06/using-flex-hero-sdk-with-flexbuilder-3/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/07/06/using-flex-hero-sdk-with-flexbuilder-3/#comments</comments>
		<pubDate>Wed, 06 Jul 2011 17:36:09 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Flex]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=116</guid>
		<description><![CDATA[Trying to compile a library project requiring Flex 4.0+ (or Hero) SDK in FlexBuilder 3 should be straightforward: just point Flex to the new SDK. However, like many things Flex, this simple task yields an error: &#8220;unable to open &#8216;/Applications/Adobe Flash Builder Burrito/sdks/4.5.0/frameworks/libs/player/9.0&#8243; The key is to add a compiler argument like: &#8220;-target-player=10.1". For library [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=116&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Trying to compile a library project requiring Flex 4.0+ (or Hero) SDK in FlexBuilder 3 should be straightforward: just point Flex to the new SDK. However, like many things Flex, this simple task yields an error:</p>
<p>&#8220;unable to open &#8216;/Applications/Adobe Flash Builder Burrito/sdks/4.5.0/frameworks/libs/player/9.0&#8243;</p>
<p>The key is to add a compiler argument like: &#8220;<tt>-target-player=10.1". For library projects, we have to set a compiler argument since the Flex GUI does not allow for specifying flash player versions.<br />
</tt></p>
<p>Check out this post for the full directions: <a href="http://opensource.adobe.com/wiki/display/flexsdk/Targeting+Flash+Player+10">http://opensource.adobe.com/wiki/display/flexsdk/Targeting+Flash+Player+10<br />
</a></p>
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		<title>Sending e-mail in Java via SMTP protocol</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/06/01/sending-e-mail-in-java-via-smtp-protocol/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/06/01/sending-e-mail-in-java-via-smtp-protocol/#comments</comments>
		<pubDate>Wed, 01 Jun 2011 16:58:25 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Java]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=113</guid>
		<description><![CDATA[I was attempting to send e-mail, using the following code, in Java but was receiving SMTP protocol errors. I thought perhaps I required authentication or some other type of initilization, but turns out the problem was just missing jars. Java code: Properties emailProps = new Properties(); emailProps.setProperty("mail.host", "&#60;YOUR_SMTP_HOST&#62;"); emailProps.setProperty("mail.debug", "true"); Session session = Session.getInstance(emailProps); Message [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=113&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I was attempting to send e-mail, using the following code, in Java but was receiving SMTP protocol errors. I thought perhaps I required authentication or some other type of initilization, but turns out the problem was just missing jars.</p>
<p><strong>Java code:</strong><br />
<code><br />
Properties emailProps = new Properties();<br />
emailProps.setProperty("mail.host", "&lt;YOUR_SMTP_HOST&gt;");<br />
emailProps.setProperty("mail.debug", "true");</code><br />
<code><br />
Session session = Session.getInstance(emailProps);<br />
Message msg = new MimeMessage(session);<br />
</code><br />
<code><br />
try {<br />
msg.setSubject("&lt;YOUR MESSAGE&gt;");<br />
msg.setSentDate(new Date());<br />
msg.setFrom(InternetAddress.parse("&lt;FROM_ADDRESS&gt;")[0]);<br />
msg.setRecipient(Message.RecipientType.TO,<br />
InternetAddress.parse("&lt;TO_ADDRESS&gt;", false)[0]);<br />
msg.setText(&lt;YOUR_MESSAGE_TEXT&gt;);<br />
Transport.send(msg);<br />
} catch (MessagingException e) {<br />
e.printStackTrace();<br />
}</code></p>
<p><strong>Exception I was getting:</strong><br />
<code>javax.mail.NoSuchProviderException: Unable to locate provider for protocol: smtp</code></p>
<p><strong>Solution:</strong><br />
Include the following dependencies (maven2 example):<br />
<code><br />
&lt;dependency&gt;<br />
&lt;groupId&gt;org.apache.geronimo.javamail&lt;/groupId&gt;<br />
&lt;artifactId&gt;geronimo-javamail_1.4_mail&lt;/artifactId&gt;<br />
&lt;version&gt;1.8.1&lt;/version&gt;<br />
&lt;/dependency&gt;<br />
&lt;dependency&gt;<br />
&lt;groupId&gt;org.apache.geronimo.specs&lt;/groupId&gt;<br />
&lt;artifactId&gt;geronimo-activation_1.1_spec&lt;/artifactId&gt;<br />
&lt;version&gt;1.1&lt;/version&gt;<br />
&lt;/dependency&gt;<br />
</code></p>
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		<title>Find process ID for program listening on a particular port</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/04/27/find-process-id-for-program-listening-on-a-particular-port/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/04/27/find-process-id-for-program-listening-on-a-particular-port/#comments</comments>
		<pubDate>Wed, 27 Apr 2011 00:13:24 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=110</guid>
		<description><![CDATA[It&#8217;s often necessary to find the process ID of a program running (usually amok) on a particular port. I forget this enough, that I keep re-googling it. Here it is: lsof -i tcp:&#60;PORT&#62; -Fp&#124;tr -d p Enjoy!<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=110&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>It&#8217;s often necessary to find the process ID of a program running (usually amok) on a particular port. I forget this enough, that I keep re-googling it.</p>
<p>Here it is:</p>
<p><code>lsof -i tcp:&lt;PORT&gt; -Fp|tr -d p</code></p>
<p>Enjoy!</p>
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		<title>Flex safely checking if XML attribute exists</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/03/30/flex-safely-checking-if-xml-attribute-exists/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/03/30/flex-safely-checking-if-xml-attribute-exists/#comments</comments>
		<pubDate>Wed, 30 Mar 2011 17:20:45 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Flex]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=107</guid>
		<description><![CDATA[I&#8217;ve often faced the issue of having to use an XML attribute that may not always be present. I wanted to ensure I don&#8217;t receive any NullPointerExceptions trying to parse an attribute that&#8217;s not there, so here&#8217;s a quick and easy way to check. var xmlNode:XML = &#60;node attr1="this is a test"/&#62; if (String(xmlNode.@attr1).length &#62; [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=107&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I&#8217;ve often faced the issue of having to use an XML attribute that may not always be present. I wanted to ensure I don&#8217;t receive any NullPointerExceptions trying to parse an attribute that&#8217;s not there, so here&#8217;s a quick and easy way to check.</p>
<p><code><br />
var xmlNode:XML = &lt;node attr1="this is a test"/&gt;<br />
if (String(xmlNode.@attr1).length &gt; 0)<br />
trace("Attr1 exists");<br />
else<br />
trace("No Attr1 exists");</code></p>
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		<title>Flex application not downloading web-service data</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/03/21/flex-application-not-downloading-web-service-data/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/03/21/flex-application-not-downloading-web-service-data/#comments</comments>
		<pubDate>Mon, 21 Mar 2011 21:19:03 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Flex]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=104</guid>
		<description><![CDATA[I find this issue happening over and over, seemingly at random. I deploy a Flex application locally, which uses web-services, and eventually it stops connecting to web-services it uses after a couple of days of using the application. Note, it does not stop working within a session of the application, but instead will stop contacting [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=104&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I find this issue happening over and over, seemingly at random. I deploy a Flex application locally, which uses web-services, and eventually it stops connecting to web-services it uses after a couple of days of using the application. Note, it does not stop working <em>within </em>a session of the application, but instead will stop contacting web-services after a refresh or redeployment of the application. Before I knew what was going on, this made me think the web-services were not working, or JMS suddenly became inaccessible; however, it turned out there was some strange browser caching issue going on. I had to quit the browser (shut down the process) and restart the browser for the Flex application to start working. Refreshing the application within the browser does not do the trick.</p>
<p>My setup:</p>
<ul>
<li>Snow Leopard 10.6</li>
<li>Firefox 3.6.13</li>
<li>Flash Player 10 debugger version</li>
<li>Tomcat 6</li>
</ul>
<p>Solution:</p>
<ul>
<li>Restart tomcat</li>
<li>Redeploy web-application</li>
<li>Shutdown and restart web-browser</li>
</ul>
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		<title>Android 2.3.3 &#8220;Gingerbread&#8221; battery drainage woes</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/03/13/android-2-3-3-gingerbread-battery-drainage-woes/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/03/13/android-2-3-3-gingerbread-battery-drainage-woes/#comments</comments>
		<pubDate>Sun, 13 Mar 2011 08:47:15 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Android]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=95</guid>
		<description><![CDATA[I recently updated my smartphone to Android 2.3 &#8220;Gingerbread&#8221;, and very quickly began noticing shorter battery life. See picture below. It was taken after a full day of only the following applications being used: Phone call &#60; 5 min Browser usage &#60; 15 min Idle rest of time It&#8217;s indeed strange that the &#8220;Android OS&#8221; [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=95&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>I recently updated my smartphone to Android 2.3 &#8220;Gingerbread&#8221;, and very quickly began noticing shorter battery life. See picture below. It was taken after a full day of only the following applications being used:</p>
<ul>
<li>Phone call &lt; 5 min</li>
<li>Browser usage &lt; 15 min</li>
<li>Idle rest of time</li>
</ul>
<p>It&#8217;s indeed strange that the &#8220;Android OS&#8221; is taking up the majority of battery resources and/or CPU time. Unfortunately, I can&#8217;t run &#8216;top&#8217; and find out the exact process taking up CPU time, but needless to say this isn&#8217;t looking good.</p>

<a href='http://rishisoftwareblog.wordpress.com/2011/03/13/android-2-3-3-gingerbread-battery-drainage-woes/photo-2/' title='Android 2.3 power usage'><img data-attachment-id='97' data-orig-size='1936,2592' data-liked='0'width="112" height="150" src="http://rishisoftwareblog.files.wordpress.com/2011/03/photo1.jpg?w=112&#038;h=150" class="attachment-thumbnail" alt="Android 2.3 power usage" title="Android 2.3 power usage" /></a>

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			<media:title type="html">riverma</media:title>
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			<media:title type="html">Android 2.3 power usage</media:title>
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		<title>Unable to shutdown Tomcat because of port in use</title>
		<link>http://rishisoftwareblog.wordpress.com/2011/01/21/unable-to-shutdown-tomcat-because-of-port-in-use/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2011/01/21/unable-to-shutdown-tomcat-because-of-port-in-use/#comments</comments>
		<pubDate>Fri, 21 Jan 2011 22:47:47 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Java]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=90</guid>
		<description><![CDATA[Was having an annoying problem where I could not shutdown a running tomcat instance. The below is the shutdown issue I was facing: &#62; $CATALINA_HOME/bin/shutdown.sh Error: Exception thrown by the agent : java.rmi.server.ExportException: Port already in use: 9999; nested exception is: java.net.BindException: Address already in use A work-around (bad one by the way) was to [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=90&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Was having an annoying problem where I could not shutdown a running tomcat instance.</p>
<p>The below is the shutdown issue I was facing:</p>
<p>&gt; $CATALINA_HOME/bin/shutdown.sh<br />
Error: Exception thrown by the agent : java.rmi.server.ExportException: Port already in use: 9999; nested exception is:<br />
java.net.BindException: Address already in use</p>
<p>A work-around (bad one by the way) was to just kill the catalina process:<br />
&gt; ps -A | grep catalina<br />
&gt; kill &lt;port number&gt;</p>
<p>However, I finally figured it out. Turns out switching on jmxremote (Java remote console memory monitoring) within catalina.sh was to blame. I&#8217;m not using remote monitoring anymore, so I just removed the following red entry from $CATALINA_HOME/bin/catalina.sh JAVA_OPTS line:</p>
<p>JAVA_OPTS=&#8221;$JAVA_OPTS <span style="color:#ff0000;">-Dcom.sun.management.jmxremote -Dcom.sun.management.jmxremote.port=9999 -Dcom.sun.management.jmxremote.ssl=false -Dcom.sun.management.jmxremote.authenticate=false </span>-Djava.util.logging.manager=org.apache.juli.ClassLoaderLogManager&#8221;</p>
<p>Try that and see if it works!</p>
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		<title>Packaging a jar with all dependencies using maven</title>
		<link>http://rishisoftwareblog.wordpress.com/2010/12/02/packaging-a-jar-with-all-dependencies-using-maven/</link>
		<comments>http://rishisoftwareblog.wordpress.com/2010/12/02/packaging-a-jar-with-all-dependencies-using-maven/#comments</comments>
		<pubDate>Thu, 02 Dec 2010 22:54:15 +0000</pubDate>
		<dc:creator>Rishi Verma</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[maven]]></category>

		<guid isPermaLink="false">http://rishisoftwareblog.wordpress.com/?p=86</guid>
		<description><![CDATA[To package a jar, containing all dependency class files, it is quite easy: In your pom.xml, within the plugins section, add the following: &#60;plugin&#62; &#60;artifactId&#62;maven-assembly-plugin&#60;/artifactId&#62; &#60;version&#62;2.2&#60;/version&#62; &#60;configuration&#62; &#60;descriptorRefs&#62; &#60;descriptorRef&#62;jar-with-dependencies&#60;/descriptorRef&#62; &#60;/descriptorRefs&#62; &#60;/configuration&#62; &#60;executions&#62; &#60;execution&#62; &#60;id&#62;make-assembly&#60;/id&#62; &#60;phase&#62;package&#60;/phase&#62; &#60;goals&#62; &#60;goal&#62;single&#60;/goal&#62; &#60;/goals&#62; &#60;/execution&#62; &#60;/executions&#62; &#60;/plugin&#62; Call: mvn package, this will produce two jars, one with dependencies and one without.<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=rishisoftwareblog.wordpress.com&amp;blog=7652349&amp;post=86&amp;subd=rishisoftwareblog&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>To package a jar, containing all dependency class files, it is quite easy:</p>
<p>In your pom.xml, within the plugins section, add the following:</p>
<p><code><br />
&lt;plugin&gt;<br />
&lt;artifactId&gt;maven-assembly-plugin&lt;/artifactId&gt;<br />
&lt;version&gt;2.2&lt;/version&gt;<br />
&lt;configuration&gt;<br />
&lt;descriptorRefs&gt;<br />
&lt;descriptorRef&gt;jar-with-dependencies&lt;/descriptorRef&gt;<br />
&lt;/descriptorRefs&gt;<br />
&lt;/configuration&gt;<br />
&lt;executions&gt;<br />
&lt;execution&gt;<br />
&lt;id&gt;make-assembly&lt;/id&gt;<br />
&lt;phase&gt;package&lt;/phase&gt;<br />
&lt;goals&gt;<br />
&lt;goal&gt;single&lt;/goal&gt;<br />
&lt;/goals&gt;<br />
&lt;/execution&gt;<br />
&lt;/executions&gt;<br />
&lt;/plugin&gt;<br />
</code></p>
<p>Call: mvn package, this will produce two jars, one with dependencies and one without.</p>
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