tag:blogger.com,1999:blog-81635895607751461362024-03-05T16:44:30.741+00:00Prodigal PunditThis blog is about different trends in the Data Management ecosphere. Master data (Reference data, Meta data), Big Data, Data Science - R, IoT, Container (Docker), AWSKing of Matchinghttp://www.blogger.com/profile/00770869170168335430noreply@blogger.comBlogger22125tag:blogger.com,1999:blog-8163589560775146136.post-52232258257858598762020-10-29T20:38:00.006+00:002020-12-19T18:50:25.676+00:00Scala & Spark for Managing & Analyzing Big Data (Using Machine Learning)<div><br /></div><h1 style="text-align: left;">Managing & Analyzing Big Data using Apache Scala & Apache Spark</h1><div><br /></div><div>In this blog we will see how to use Scala and Spark to analyze Big Data.
When I started understanding the Big Data world everything was about Hadoop. As you can see from my previous blogs:</div><div>[<a href="https://www.prodigalpundit.com/2013/02/whats-so-big-about-big-data.html" rel="nofollow" target="_blank">What's so BIG about Big Data</a> (Published in 2013) & <a href="https://www.prodigalpundit.com/2016/09/hadoop-272-on-macos-sierra.html" rel="nofollow" target="_blank">Implementation - Apache Hadoop 2.7.2 on macOS Sierra</a> (Published in 2016)] </div><div><br /></div><div>There are 10 essential V's in Big Data (As published in the International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056)</div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjI7OHjQIezNiccC9ul1bjRak9MjgWEL1RyuSsVp6OtPuzZXwVjlE5zjlpBGN9YfyWYAr3lFrOEDvXXq4rti1TlWY2YG2bpY5fseJS9MGoVnvK_pcEVcjRUtrUVb4KJRYG9U5SXV9T95yg/s702/1_OYalBcMGoyYc5lN0ywSXiQ.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="364" data-original-width="702" height="280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjI7OHjQIezNiccC9ul1bjRak9MjgWEL1RyuSsVp6OtPuzZXwVjlE5zjlpBGN9YfyWYAr3lFrOEDvXXq4rti1TlWY2YG2bpY5fseJS9MGoVnvK_pcEVcjRUtrUVb4KJRYG9U5SXV9T95yg/w539-h280/1_OYalBcMGoyYc5lN0ywSXiQ.png" width="539" /></a></div><br /><div><br /></div><div>Lots have changed ever since. Spark is quickly becoming one of the most powerful Big Data tools as it can run programs up to 100 times faster than Hadoop MapReduce. However Spark is an in-memory operation and <span style="background-color: white; letter-spacing: -0.063px;"><span style="font-family: inherit;">If velocity is not at the top of your priorities list, go with MapReduce because it can handle avalanches of data without eating up too much memory. Hadoop first stores the data and then processes it. Its intended purpose was to process data that was collected from lots of different sources. We need to select which V is critical for our business and the problem statement at hand. I will focus on Velocity for the moment.</span></span></div><div><br /></div><div>Since Spark is written in Scala it can perform the Big Data tasks faster than any other API for Spark. </div><div>This blog is based on an Udemy course using which I learned the latest Spark 2.0 methods and used the latest MLib, Spark SQL, and DataFrames! </div><div><br /></div><div><br /></div><div>For Installation guidance and Basics you can follow my previous blogs: </div><div><a href="https://www.blogger.com/u/1/blog/post/edit/8163589560775146136/5223225825785859876" rel="nofollow" target="_blank">Scala Basics </a></div><div><a href="https://www.blogger.com/u/1/blog/post/edit/8163589560775146136/5223225825785859876" rel="nofollow" target="_blank">Installing - Apache Spark on macOS Sierra</a></div><div><br /></div><h2 style="text-align: left;">SCALA: Getting Started</h2><div>Scala is a general-purpose programming language providing support for both object-oriented programming and functional programming. The language has a strong static type system. Designed to be concise, many of Scala's design decisions are aimed to address criticisms of Java. In-fact the Scala source code is compiled to Java bytecode to run on Java Virtual Machine (JVM). If you are coming from a Java background it is an added advantage as Java libraries may be directly used in Scala. Scala is so popular mainly because of Apache Spark, which is written in Scala.</div><div><br /></div><h2 style="text-align: left;">Apache Spark: Getting Started</h2><div>Apache Spark is an open-source distributed general-purpose cluster-computing framework. Spark provides an interface for programming entire clusters with implicit data parallelism and fault tolerance.</div><div>In order to understand Scala in the context of BigData, we need to understand the concept of BigData as I mentioned at the starting of this Blog.<br /><h1 class="title entry-title" itemprop="name" style="color: #333333; display: table-cell; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-weight: normal; margin: 0px; padding: 0px 40px 0px 0px; position: relative; text-align: center; vertical-align: middle; width: 710px;"></h1><h1 class="title entry-title" itemprop="name" style="background-color: white; color: #333333; display: table-cell; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-weight: normal; margin: 0px; padding: 0px 40px 0px 0px; position: relative; text-align: center; vertical-align: middle; width: 710px;"></h1><h1 class="title entry-title" itemprop="name" style="background-color: white; color: #333333; display: table-cell; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 20px; font-weight: normal; margin: 0px; padding: 0px 40px 0px 0px; position: relative; text-align: center; vertical-align: middle; width: 710px;"></h1><div><br /></div></div><div>Kinshuk Dutta</div><div>New York</div>Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-70953414318818170742020-04-23T02:26:00.010+01:002020-09-13T00:59:10.573+01:00SOLR Search - CookBook<div dir="ltr" style="text-align: left;" trbidi="on"><h1 style="text-align: left;"><span style="color: #990000; font-family: inherit;"><span style="font-style: italic; font-weight: bold; text-decoration-line: underline;">SOLR</span><span> </span></span></h1><h1 style="text-align: left;"><span style="font-family: inherit; font-size: small;"><a href="https://lucene.apache.org/solr/" target="_blank">Solr</a> is the popular, blazing-fast, open source enterprise search platform built on Apache Lucene<span style="box-sizing: border-box; caret-color: rgb(255, 255, 255); font-weight: 100; line-height: 0; position: relative; text-align: center; top: -0.5em; vertical-align: baseline;">™</span><span style="caret-color: rgb(255, 255, 255); font-weight: 100; text-align: center;">.</span></span></h1><div><span style="font-family: inherit;">This blog has a curated list of SOLR packages and resources. It starts with how to install and then show some basic implementation and usage.</span></div><div><span style="font-family: inherit;"><br /></span></div><div><h3 style="box-sizing: border-box; break-after: avoid; letter-spacing: -0.01em; line-height: 1.2; margin: 40px 0px 0px; padding: 20px 0px 0px; text-align: left; text-size-adjust: auto; word-spacing: -0.05em;"><span style="color: #990000; font-family: inherit; font-size: medium;"><i><u><span><a name='more'></a></span>Installing Solr</u></i></span></h3></div><div><span style="color: #990000; font-family: inherit; font-size: medium;"><i><u><br /></u></i></span></div><div><span style="font-family: inherit;">Typically in order to install on my Mac, I always use <a href="https://brew.sh" target="_blank">Homebrew</a></span></div>
<div><span style="font-family: inherit;">
first update your brew: <b><i>brew update</i></b></span></div><div>
<div>
<span style="font-family: inherit;"><span> </span>Updated Homebrew from 37714b5ce to 373a454ac.</span></div>
<div><span style="font-family: inherit;">then install solr: <b><i>brew install solr</i></b></span></div></div><div><span style="font-family: inherit;"><br /></span></div><div><span style="font-family: inherit;">However this time I am going to show step by step installation on mac as explained in the <span style="caret-color: rgba(0, 0, 0, 0.8); color: #262130;">Apache Solr Reference Guide:</span></span></div><div><span style="caret-color: rgba(0, 0, 0, 0.8); color: #262130;"><span style="font-family: inherit;"><br /></span></span></div>
<div><ul style="box-sizing: border-box; caret-color: rgba(0, 0, 0, 0.8); color: rgba(0, 0, 0, 0.8); line-height: 1.6; list-style-position: outside; margin: 0px 0px 1.25em 1.5em; padding: 0px; text-align: left; text-size-adjust: auto;"><li><span style="font-family: inherit;"><span color="rgba(0, 0, 0, 0.8)" style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;">Solr is available from the Solr website. <span class="Apple-converted-space"> </span></span><a class="bare" href="https://lucene.apache.org/solr/mirrors-solr-latest-redir.html" style="box-sizing: border-box; color: #2156a5; letter-spacing: -0.17px; line-height: inherit; text-size-adjust: auto;">https://lucene.apache.org/solr/mirrors-solr-latest-redir.html</a></span></li><ul><li><span style="font-family: inherit;"><code style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); letter-spacing: 0px; line-height: 1.45; padding: 0.1em 0.5ex; word-spacing: -0.15em;">solr-7.1.0.tgz</code><span class="Apple-converted-space" style="letter-spacing: -0.01em;"> </span><span style="letter-spacing: -0.01em;">for Linux/Unix/OSX systems</span></span></li></ul><li><span style="font-family: inherit;"><span style="background-color: white; letter-spacing: -0.17px;">Extract the Solr distribution archive to your local home directory</span> </span></li><ul><li><span color="rgba(0, 0, 0, 0.9)" style="background-color: #f7f7f8; letter-spacing: normal; white-space: pre-wrap;"><span style="font-family: inherit;">cd ~/</span></span></li><li><span style="font-family: inherit;">tar zxf solr-7.1.0.tgz</span></li></ul></ul></div>
<h3 style="text-align: left;"><span style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="background-color: transparent;"><span style="color: #990000; font-family: inherit;"><u><span><!--more--></span><i><br /></i></u></span></span></span></h3><h3 style="text-align: left;"><span style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="background-color: transparent;"><span style="color: #990000; font-family: inherit;"><u><i>Starting Solr</i></u></span></span></span></h3><div><span color="rgba(0, 0, 0, 0.8)" style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="font-family: inherit;">Once extracted, you are now ready to run Solr</span></span></div><div><span color="rgba(0, 0, 0, 0.8)" style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><span style="font-family: inherit;">bin/solr start</span></code></pre><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><span style="font-family: inherit;"><br /></span></code></pre><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bin/solr start</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">*** [WARN] *** Your open file limit is currently 2560. <span class="Apple-converted-space"> </span></span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>It should be set to 65000 to avoid operational disruption.<span class="Apple-converted-space"> </span></span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>If you no longer wish to see this warning, set SOLR_ULIMIT_CHECKS to false in your profile or solr.in.sh</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">*** [WARN] ***<span class="Apple-converted-space"> </span>Your Max Processes Limit is currently 5568.<span class="Apple-converted-space"> </span></span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>It should be set to 65000 to avoid operational disruption.<span class="Apple-converted-space"> </span></span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>If you no longer wish to see this warning, set SOLR_ULIMIT_CHECKS to false in your profile or solr.in.sh</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Waiting up to 180 seconds to see Solr running on port 8983 [-] <span class="Apple-converted-space"> </span></span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Started Solr server on port 8983 (pid=71357). Happy searching!</span></p></code></pre></span></div><div><span color="rgba(0, 0, 0, 0.8)" style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="text-size-adjust: auto;"><span style="font-family: inherit;">This will start Solr in the background, listening on port 8983.</span></span></span></div><div><span style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); color: #d9411e; letter-spacing: -0.01em; word-spacing: -0.05em;"><span style="font-family: inherit;"><br /></span></span></div><h3 style="text-align: left;"><span style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.01em; word-spacing: -0.05em;"><span style="color: #990000; font-family: inherit;"><u><i>Check if Solr is Running</i></u></span></span></h3><div><span style="caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="text-size-adjust: auto;"><span style="font-family: inherit;"><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;">bin/solr status</code></pre><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bin/solr status</span></p><p class="p2" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Found 1 Solr nodes:<span class="Apple-converted-space"> </span></span></p><p class="p2" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Solr process 71357 running on port 8983</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">{</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>"solr_home":"/Users/***********/SOLR/solr-8.6.2/server/solr",</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>"version":"8.6.2 016993b65e393b58246d54e8ddda9f56a453eb0e - ivera - 2020-08-26 11:00:26",</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>"startTime":"2020-09-11T17:54:18.187Z",</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>"uptime":"0 days, 0 hours, 0 minutes, 31 seconds",</span></p><p class="p1" style="background-color: #fef48b; color: black; font-family: menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>"memory":"322.7 MB (%63) of 512 MB"}</span></p></code></pre><pre class="pygments highlight" style="border-radius: 4px; box-sizing: border-box; direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><span color="rgba(0, 0, 0, 0.8)" style="color: #990000; font-family: inherit; font-size: medium; letter-spacing: -0.01em; white-space: normal;"><h3 style="box-sizing: border-box; caret-color: rgb(36, 41, 46); letter-spacing: normal; line-height: 1.25; margin-bottom: 16px; margin-top: 24px; text-align: left; text-size-adjust: auto;"><i><u style="background-color: white;">Interfaces</u></i></h3></span></pre><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><span color="rgba(0, 0, 0, 0.8)" style="letter-spacing: -0.01em; white-space: normal;">Use a Web browser to see the Admin Console.</span></pre><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;">http://localhost:8983/solr/</pre><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><img height="353" 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</span><div><span style="font-family: inherit;"><h4 style="box-sizing: border-box; break-after: avoid; letter-spacing: -0.01em; line-height: 1.2; margin: -40px 0px 0px; padding: 60px 0px 0px; text-align: left; text-size-adjust: auto; word-spacing: -0.05em;"><span style="color: #990000; font-family: inherit; font-size: medium;"><i><u>Other Interfaces:</u></i></span></h4><div><span style="color: #990000; font-family: inherit; font-size: medium;"><i><u><br /></u></i></span></div><div><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://github.com/Appleseed/search-web-user" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Appleseed Search Web User</a><span class="Apple-converted-space"> </span>Appleseed Search Web User interfaces - Angular JS 1 Search Interfaces for SolR, Elastic Edit Add topics.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="http://projectblacklight.org/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Blacklight</a><span class="Apple-converted-space"> </span>A multi-institutional open-source collaboration building a better discovery platform framework.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://www.opensemanticsearch.org/solr-php-ui/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solr PHP UI</a><span class="Apple-converted-space"> </span>Solr client and user interface for search (UI).</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://github.com/evolvingweb/ajax-solr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">AJAX Solr</a><span class="Apple-converted-space"> </span>AJAX Solr is a JavaScript library for creating user interfaces to Apache Solr.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://github.com/o19s/Spyglass" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Spyglass</a><span class="Apple-converted-space"> </span>Simple search results with Solr and EmberJS.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://github.com/o19s/splainer-search" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Splainer</a><span class="Apple-converted-space"> </span>Angular JS Solr and Elasticsearch Diagnostic Search Services.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://github.com/fergiemcdowall/solrstrap" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solrstrap</a><span class="Apple-converted-space"> </span>Solrstrap is a Query-Result interface for Solr.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="http://www.davismarques.com/projects/ngsolr/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">ngSolr</a><span class="Apple-converted-space"> </span>Easy faceted search for Apache Solr.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://bitbucket.org/esrc/eaccpf-ajax" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">SOLR-AJAX</a><span class="Apple-converted-space"> </span>Single Page Faceted Search Interface to Apache Solr/Lucene.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://github.com/front/solstice" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solstice</a><span class="Apple-converted-space"> </span>A simple Solr wrapper for AngularJS apps.</span></li><li style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-top: 0.25em; text-size-adjust: auto;"><span style="font-family: inherit;"><a href="https://github.com/hectorcorrea/solrdora" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">SolrDora</a><span class="Apple-converted-space"> </span>A quick and easy way to explore the data in your Solr core.</span></li></div><div style="box-sizing: border-box; caret-color: rgb(36, 41, 46); line-height: 1.25; margin-bottom: 16px; margin-top: 24px; text-align: left; text-size-adjust: auto;"><h4 style="text-align: left;"><br /></h4><h3 style="text-align: left;"><i style="color: #990000; font-family: inherit; font-size: large; letter-spacing: -0.01em; word-spacing: -0.05em;"><u>Create a Core</u></i></h3></div><div><span style="color: #990000; font-family: inherit; font-size: medium;"><i><u><br /></u></i></span></div><div><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><span style="font-family: inherit;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;">bin/solr create -c </code>party</span></pre></div><div><div class="paragraph" style="box-sizing: border-box; caret-color: rgba(0, 0, 0, 0.8); color: rgba(0, 0, 0, 0.8); direction: ltr; margin: 0px; padding: 0px; text-size-adjust: auto;"><p style="box-sizing: border-box; direction: ltr; letter-spacing: -0.01em; line-height: 1.6; margin: 0px 0px 1.25rem; padding: 0px;"><span style="font-family: inherit;">This will create a core that uses a data-driven schema which tries to guess the correct field type when you add documents to the index.</span></p></div><div class="paragraph" style="box-sizing: border-box; caret-color: rgba(0, 0, 0, 0.8); color: rgba(0, 0, 0, 0.8); direction: ltr; margin: 0px; padding: 0px; text-size-adjust: auto;"><p style="box-sizing: border-box; direction: ltr; letter-spacing: -0.01em; line-height: 1.6; margin: 0px 0px 1.25rem; padding: 0px;"><span style="font-family: inherit;">To see all available options for creating a new core, execute:</span></p></div><div class="listingblock" style="box-sizing: border-box; caret-color: rgba(0, 0, 0, 0.8); color: rgba(0, 0, 0, 0.8); direction: ltr; margin: 0px 0px 1.25em; overflow: auto; padding: 0px; text-size-adjust: auto;"><div class="content" style="box-sizing: border-box; direction: ltr; margin: 0px; padding: 0px; position: relative;"><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><span style="font-family: inherit;">bin/solr create -help</span></code></pre></div></div></div></span></div><div><span style="font-family: inherit;">Once the core is created you can see that from the SOLR administration console</span></div><div><span style="font-family: inherit;"><img height="194" 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McMGAeCAAIIfMcCFGVCvwBaUKmtrZX+/n5vI52NRZf5llf0Qy1nVFdXS3t7uzx//txbP/CXBw8emFlhhlovcLvh/N3Z2WmO8eHDh0Nu1tHRIZqJlx3zkIOMcIW7d++aEs/Lii16XE1NTdLW1jbCvbAZAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIBDbAq48701RJrZzytkjMKYEXLlxjik0DgYBBBD4DgUoynyH+OwaAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgVEWcOV5b4oyoxwMdocAAoMLuHLjHPwM+AQBBBCILQGKMrF1vTlbBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACB2BZw5XlvijKxnVPOHoExJeDKjXNMoXEwCCCAwHcoQFHmO8Rn1wgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgiMsoArz3tHfVGmo6ND8vLy5Ny5c3Ls2DGJj4/njQEZGGEG9N+Q/lvSf1P6byvSL1dunJE+b8ZDAAEEXBWgKOPqleO4EUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEBi+gCvPe0d1UUYf5qcYQzGIDLy6DOi/sUi+XLlxRvKcGQsBBBBwWYCijMtXj2NHAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAYHgCrjzvHbVFmfT0dK8kU1xcLF1dXfLs2bPhXUXWRgABPwH9N6T/lvTflC0g6b+1SL1cuXFG6nwZBwEEEHBdgKKM61eQ40cAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgdAFXnveOyqKMnUnm7Nmz5qH+0C8bayKAQKgCWpjRf2NamInUzDKu3DhDNWI9BBBAINoFKMpE+xXm/BBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBD4q4Arz3tHXVHmzp073kwX+iA/LwQQeHUC+m/Mziyj//bCfbly4wz3PNkeAQQQiBYBijLRciU5DwQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSGFnDlee+oKso8f/7czGyhD+4XFxcPfZVYAwEEwhbQf2t2Vhn9NxjOy5UbZzjnyLYIIIBANAlQlImmq8m5IIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIPByAVee946qosyzZ8/k7Nmz5qF9ZpN5eUD5FIFICdhZZfTfnv4bDOflyo0znHNkWwQQQCCaBCjKRNPV5FwQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQeLmAK897R1VRpr+/X44dO2aKMuE+sP/yy8unCCBgBfTfms4oo//29N9gOC9XbpzhnCPbIoAAAtEkQFEmmq4m54IAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIDAywVced47aooyz58/lydPnpgH9vWhfV4IIDB6AvpvTt/6b1D/LY705cqNc6Tnx3YIIIBAtAlQlIm2K8r5IIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIDC4gCvPe0dVUaavr29AUUYf2vd9cJ+/8SAPfy2yROrfgy3K6L9BX9/Bb5HBP3Hlxhn86FmKAAIIxJ4ARZnYu+acMQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQOwKuPK8d1QVZR4/fuwVZWwBgJ8vijE44PAqM2CLMvpvUPcz0pcrN86Rnh/bIYAAAtEmQFEm2q4o54MAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIDA4AKuPO8d9UWZZ8+eCW8MyMCryYAt31CUGfw/DPgEAQQQiGYBijLRfHU5NwQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQT8BSjK+Hu88r/0gX3fGWVsMeLp06fCOzIGT548kb6+Punv78eUXJkM2H9nFGVe+S2OHSCAAAJjUoCizJi8LBwUAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAq9EgKLMK2EdfNBgRRlbkNFix0jfHR0dUlFRIVlZWVJSUiJNTU3S29s74vFGehwj2U6Ps7KyUrKzs82xt7S0mDLRSMbSbQ4cOCDbt2+XsrIyJ85/pOfJdqH9e7H/vrQsQ1Fm8HsTnyCAAALRLEBRJpqvLueGAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAgL8ARRl/j1f+V6SLMlVVVbJr1y5TDNFySOB7586dY7owU15eLnqMgcetf2v5ZyRlEIoyoRVIRmLr4jYUZV75bY0dIIAAAmNegKLMmL9EHCACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACEROgKBMxytAGCizK6EP8tnzw5MkTGc770qVLXsFk//79oheztLRUrl+/LmfPnpU9e/aYz3t6eoY17nCOIZx1W1tbveP/+uuvJTc31xz7qVOnZMeOHdLe3j6i47ZFmRs3boxo+1DPqbGxUfLz80VnwAl1G9YbXsYj4WX/fem/NWaUCe0+xVoIIIBAtAlQlIm2K8r5IIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIDC4AEWZwW1eySeBRRn7EP+Tvj7p83k/fvxY9O0t0999/q6vr/dKJhcuXJBHjx75fW63v3PnzosxAra3nw82/mh8npqaas7hq6++enHsPufX29v70vN/2fHZooyWhl7l+R09etQcvxZ8zLXxOf6XHZ8eE58PzPfD3l558OCBeWu5S9/27wc9PdL74MGLnA/TT8s2/fru76co80ruagyKAAIIjH0BijJj/xpxhAgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghESoCiTKQkQxwnWFFGH+S3hQ5boBjqpy2D7N271ytdDLWN/VxnasnOzpakpCQ5f/685OXlSXd394BxtIyj69XW1sr9+/elsLBQvvnmG9GHTe1Y+rOyslKSk5MlMTFRsrKygo7lu779Xfe9fft2OXTokN949vNgP0PZl7XRokzgGLdu3ZL09HRJSEiQtLQ0uX379oB17DZNTU1y7do1OXPmjLHKyMiQmpoas35OTo5owUePX2fAUSddpoUlu73+VEPdTm3USI8pcB1dr6SkxIzR1tYmWm7S8fQY1d13vGj9/eHDh8a2vLxcysrKgr4rKirMLEPDMbD/rkxZhqJMiHcpVkMAAQSiT4CiTPRdU84IAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgcEEKMoMJvOKlg8oyjx5IjqbTODD/1qmMIUKLV785XdbsNDyhBY09F1cVDTgcx1rsO21FLNjxw5vezvOrl27vBKI3f7ixYtmPS157Nu3z9tGCzM6vs76kpiQ4C23Y+3evdsUGgY7fjt+dXW1t60WUuz52c99t9d9aXHE7sP+1H3daW//6/k+fix+RRkfPy2f2O3sT7XQ8o3uy+5ff547d27AurrNsWPHzLWy2wf+1FlQ9Pi1+HH27NmgYxw8eHCAjz1mLfH4Xp+uzs5hXV/ddzA/3/Mbi5/r9dVzV89NmzYNeG/ZskXUra6ubljn5zvTj5Zl4uPjzVsN9N/iSF+u3DhHen5shwACCESbAEWZaLuinA8CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACgwu48rz3/9PU3i2+78FPaWx/EliUsbPJ2CKD/alFC33bvx/p73/5Wx/2tAWN1tZWs07g+oF/67YNPtvpbCodHR2iM5hoEUbH04LGvXv3vPFsUcZ+duHCBblx44bZRsfXmVL0M51ZRWdK0dlTvv76a7NMSy2DHb+ekz0+3wKOziyjs7j4fm7P33dfegy6r8OHD/vty+7Plk50lha7/bf19d45amGmpaXFK8No2UaLGnb7q1evmnX13LTsouu2tbaac9RZTXRM3b8WN3QdddECh77tGJmZmd7+1Obe3bvS2NDglXj02O26Ot7+/fu9ferx6PXR43/w4MGLc/C5/rq+buu7/VB/++ZnLG6v56nOeu3WrFkjq1ev9t7694YNG8yMPF1dXUHzMdj52+KQFmYoyozteyNHhwACCLxKAYoyr1KXsRFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBAYWwIUZUb5egQWZfQBfy0J6Cwx3d3dpqiiZZWXvXNzc71ShRYHXrau72e2xHLq1KkB22jZRUsfWo6x25w/f97bT1lZmbdcP9f92plPCgoKvM98Z4m5e/eut9yOGfhTyzo6S4vu2751v77bDndftnTie1z23L/55hvvmHQf9hzKy8vNct99nThxwls38Lj1bzumzobj+7nvGFrK8f3s9u3b3nn6mtpj1pl9tDDiu02s/K5ZuH79unz++ed+ZZl169aZ66QlKrUdjof+m9J/W/pvTP+tMaPMKN/w2B0CCCAwRgQoyoyRC8FhIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIDAKAhRlRgHZdxeBRRmdyUQf5NeH/7W4oUWAod6+RZk7d+4Mub4db+fOnaakUVRUNGCbS5cumc+0/GHXP3funFl2+vRpb5n9TGdPscWW1NRUSU9PN2+dCcUub2xsHLCd3T7wp5ZNbGlFt9cZV3S2G11vuPuypZP8/Hxv/3bskydPeseqx6zFFN1fVlbWgH3dvHnT2z7wePVvW5TR2WN8P/c93mDXR2fO0X2qm93OHnNOTo63zH4WKz87OzvNTD1anFq/fr03o8zmzZtFC0fBLIeysYUr/Tem/9YoyvjejfgdAQQQiB0BijJuXOv+/n7R/39A/zObFwIIIIAAApEWePbsmVRWVkpKSoroLLj6/Vv/xxV4IYAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggED0CVCUGeVrGqwo09PT480mow/2D/X2nbVFSxlDra+fa8nAFlhqamoGbKNFEf189+7d3me2KKOzsATuo7Cw0BvPjhv4Ux9ACdzuZX+3trbKkSNHvHGTk5PN9sPdly2d6IwygeceeIz2b31Q5v9n7+6/pKrye/Hnf+JnfuSbkJvLvWQt7teEkBCGGMKFODoYMIZEuQ4KBibi4AMqg4769QFUGDD2CMxF4zCoKKg4DAMaEFBaeZJn6GZ/1+dMzqGqu7qnacqm9qnXWatWVZ2HffZ+nVP7oGu/e8kRPVsAACAASURBVMe+jefq7e0dtv5lUCZCPo3tiiBSlBvhnMb15ecI68T2GJhTrhtY53J9t73Hffrxxx+nRx99tJhVZsmSJYVTzMQToZjr9YgAWgx8it+YoMwYd3ZOR4AAgQ4SEJTpoIsxTFXi32Hjxo1L06dPH2YvmwgQIECAwPULxB/SmDhxYvGciWdN+Ro/fnzatGnT9RfoCAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCjBQRlxvjytCMoEwGOMuARs6KMJDwQIYPymJgpZeAxb7/9drH96aefrrYNF5T59a9/3VRelDnwFaGHgecZyfcXX3yxKHvNmjXF8dd7rlahk7LtMTPJwHrG9yNHjgw61+HDh4et/1BBmU8//bSyadXemNUk6vP6669X5beqc6tj674u7tO4vzds2JD+7d/+LT322GNFcCb+uvxo2i4oM8YdnNMRIECgQwUEZTr0wgyo1u7du4uByzNnzhywxVcCBAgQIHBjAvGHKiIUEzPtxkwyW7duTfPnz68CMx999NGNncDRBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEcJCMqM8eVoR1AmAgM//elPi7BFzFry+2Y+KQMGMVtMBDRi9phyXfkewYTYtm7dumrbcEGZY8eOFfvHMTHDTVlOO97feeedquwo73rP1Sp08pOf/KQoM2744erYeK4I1Qy3bxmUiZBR435Hjx6t6v/FF180bYv9Vq9eXWxvnImmVZ0by+ymzxGWOXDgQHruuefSz3/+8xSeo22/oMwYd3BOR4AAgQ4VEJTp0AujWgQIECBAYIwEYqbRixcvDjrblClTirBMzGZqIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOojICgzxtfy9wVlTp08meI1VDDg1KmTKV4RTomQSrwiNFMGMhqPj4DB5s2bqyDNG2+8UewfM7V888031Tli5pQI3ERZH+zcWZ2/VVCmPH/Ur5z5JUIe5ewxjedv1YbG42PmlXIml3LfOP75554r6tI4u03jub75ZuiZauL4VqGTbdu2FWVGOw8dOlS1vTxv+R7Hl+d68sknB+3b23us8I/9W4WLyvaXdYh9yrLj/cMPPyzqEdaNM9aU+3/wwQeVf+Nx5edGv3Jd43t5/sZ1jZ9zOT7uz3379qWDBw+mxtlkrrf+gjJj3ME5HQECBDpUQFDmdxfm22+/TRs3bkzxb8JWS/zbMbYP/Kv68e+XCB0vW7as+PfPuXPnBh0eQec4NkLH8RyPz0uXLk0XLlyo9v3qq6/Sa6+9lh588MEiOBz/Tm1cyuMi1N1qiX8brF27tqhH/Dsx9uvv7x+0a2Nd4vzxfcWKFan8t93AA6LcqO+ePXsGbvKdAAECBGouEP+PYNy4cWnu3Lk1b6nmESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB7hIQlBnj6z0wKHP+/Pl09uzZFAMX4y+cxsD+kb62bNlShS5icEcEPGIGjk2bNqXnn3++2vbll18WZcbgwxggGCGNGOz45ptvpgjDlCGZmMGj8dxlsCYGDjauLz9HyKU8Nsp9/fXXi/PHTCux/rPPPmt5XHl8GUiJ/aPeMVgyBj1G/eIVgzLLfa/nXE2hk//yjLBIuT7qFgGW8Hv55ZcLk5gVpjxXBGnKdsX7K6+8UryijVG/cr9f//rXVV1jn/gxldsag0zRvq1bt6b169dX+8e5y33jvaxbEZS5jnugsYw6fY7rFTPLxCs+j7Zt8ZuK31b8xuK39tJLLxWv+EvC8Vsc7ZJLxzna9jmOAAECdRMQlPndFe3r60sTJkwoBgTv3bt30GV+4IEHim3xb5ZYYv8Ix8QA4sZX/PX9CEk3LrNmzSr2iX9bjR8/vto/nsWxRFClsYz4HHVpXOLffrF+2rRpjauLMMzKlSsHHR/7zpkzpwjmNB5Q1iX+LRtlDTxv/Ju4cYkQeewTdbQQIECAQHcJzJ8/v3gGxP+DsBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL1EchlvPcffNF7OjW+cr0EA4My8Veu469yl0GZGEzYGJj5fd9/85vfFKGXMlzS+B7Bjp6eniJsUAYN4i95lwGVxn0j5BIzdzSeL46NfSJ4Ux7fuD3WxV8ef+GFF6oASFlmDDiMWW4G7t/4Pc5ZBlLK4+L9qaeeSmVgpHH/CMsMd66oT+wfM+xEOTHYsvH4aF9jMKg8Z5yvDOWU+0fdy3LK/aKu8VfQY5/SY6BleXxs379/fwqH8vh4jzJ27NhRHV/uX55r165dTeWX28vz+X59v4/4XZ05c0ZQJtcOU70JECDQJgFBmWuQZWBl+fLl11amVPx7tAyUlDPGrFu3rhg8HGGT+PdLBIHnzZtXrItZYRqXMpwSZUSQJgIzMePL5cuXixn6yrJjRsEoPwLHb731VmMRxb/HYr+BQZkI7sT6CNZEmXH8559/nspzRp0al3J9HBOhnSeeeCL94he/SLfccktRTtStcYmZBxcuXFiEyBvX+0yAAAEC9RaIGUzL51P8PwELAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUB8BQZkxvpbtDsqUwYn4q94RmomASQxAjAEfZXAk9hkYtIjQyIEDB6r9Bm6/3u9RXgRDYiBqeWy8l/Ur17X6HgGYjz76KEVIJAY9lvsOdXzMMtJ4rlbtK8todb5YFz5RRpQ13PHxF8djUGgEgoaqT9R/3759KWbuaXW+3t7eoozYr9X24c5v/+sLxgz0EpQZ4w7O6QgQINChAoIy1y5M/PunDJBEiKVcYra9WL948eJiVcwmU84M884775S7Ff9+LAcV9/f3V+vLcMqkSZOK2eCqDSkVIZs4JoIuV65cadzU9LnVjDKN9YgZ+RqXeO6Xdfn444+rTWVdov7xb7RyiYBM7D937txylXcCBAgQ6FKBeIZMnjy5eC4sWrSoSxU0mwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1FdAUGaMr+1QQZmY9WLgrDLloH/vvwtLcOBwvfdAGZSJvzwfsze99NJLxevixYspfoujXXLpOEfbPscRIECgbgKCMs1XdOrUqcXA4JhJpVymT59erNuzZ0+x6vDhw8X3CJbEzDIRpIlXObtLrI+gdrmU4ZR4Rg5c4jlcBlpitpk4bwRgBi6tgjIRNC6PbQz2lMfecccdxfaoY7mUdXnjjTfKVcV7zIoTZc2cObNpvS8ECBAg0F0CJ0+eTOVz71/+5V9aPpO6S0RrCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA/QRyGe/9B1/0nk6Nr1wvRaugzPnz59PZs2dTGZaJwf1eDNwDN34PxG8qflvxGxOUybXXVG8CBAjcuICgTLNhBEcjMDJv3rxiQznLzC233FLtWIZKypBKq/eYzbBcynDK9u3by1VN7xGCKWeoibIiMLN3795B+8S2adOmVevffffdoq4xG02rZcmSJcX2hx56qNo8VF3KsgRlKiofCBAg0HUCEZKJZ1A8b1asWJEaZ0frOgwNJkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECNRYQlBnjizswKBMzWzQGZYRlbjwcIWDCMO6B+C01BmXit2ZGmTHu8JyOAAECHSIgKNN8IU6cOFEMEI5BwsePH0/Lly8vvq9du7baMUIssT1e+/bta/mKZ2u5DBVOKbfHe8wMt2bNmqbAzKFDh6pdWs0oEzPclPWodmz4cM899xTbn3jiiWrtUHURlKmIfCBAgEBXCsR/J5azqkVIxkKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUV0BQZoyvbRmUefnll4tB+xGSide5c+fMKmMmHTMJtfEeKEMy8dsqf2cRlInfXgzsjd/iaJdcOs7Rts9xBAgQqJuAoMzgKxqzyUQA5emnn66CKxFkKZd4fpYBlc8++6xcPeT7UOGUVgfEeWbMmFGU/9RTT1W7tArKxL5lPXp7e6t9yw/lgOeenp5yVRqqLoIyFZEPBAgQ6EqB2267rXimLFq06Ib+e7Ar8TSaAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkJpDLeO8/+KL3dGp8ZeZcVbcMyrz++utFUObYsWPpwoULTUGZciYMM6OYGcU9cP33QPn7aQzKxG8sfmsRlInfnqBM1SX5QIAAga4QEJQZfJm3bdtWBVAiiBIzswxcFi5cWOwze/bsdOnSpYGbm74PFU6JnWLWmgjeNC5Lly4tyn7ggQeq1a2CMrExzh91HPjX/3fs2FG1Ic5RLkPVZaigTF9fXzELXeMMOWVZ3gkQIECgHgKbN2+unhmtgpf1aKVWECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAqWAoEwpMUbvEZSJgYYxsC8G7ceAwBiUFwP5G2eWOXv2bDHDjHcO7oHR3QPlTDLx24rfWPzW4jcXv734DZpRZow6PachQIBABwgIygy+CJcvX65mkokQyq5duwbtFOGTCRMmFAOLJ0+enFatWpWeeeaZNH/+/GL9oUOHqmOGCqfEDhFSjXPcd9996cUXX0xLliypBis3ljFUUGb//v3V/gsWLCjK+NGPflSte+GFF6p6xIeh6jJUUCba1CqI01SoLwQIECCQtUAZuoz+fsqUKYNeDz74YNbtU3kCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgWUBQptnjO/8Wg/NjYGIMCoxB+/GKv2Y6MCwTg/y9GLgHRn8PRPCsDMnEb6z8vcVvL36DgjLfeXfnBAQIEOgYAUGZ1pdi2bJlRUAkQjBDPRdPnDiR7rrrriqUEgOM4zVjxozi37BlyXPmzCnWRyB14PLBBx+kadOmNZURAZyenp6mXYcKysROBw4cSNOnTx9URswQMHAZqi47d+4sjp85c2bTIWvWrCnWr1y5smm9LwQIECBQH4EyRFk+xwa+RwjUQoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECNRHQFDmJlzLK1eupNOnT1ezymzatKkKy5SBmXKGmRjs78XAPTDyeyB+O2VAJn5PEZKJ31g5m0z89uI3eCNLLh3njbTRsQQIEKiTgKDMjV/NeHZ+9tln6ciRI6m/v39UBUZQ9fPPP0+HDx9OfX19oyojQsQxw0wEeCwECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCVQC7jvf/gi97TqfHVqjG5rIvBhRF8+Prrr1NcgHKmi/gr2jGov3GQ/6VLl4rZZmLAvxcD98DQ98ClixdT/F7iFb+h+C3Fb6r8fcVvLX5z8dsb7QDfso/JpeMs6+udAAEC3S4gKNPtd4D2EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEA3CeQy3rtWQZmrV6+m+Iva3377bTp27Fj61a9+VQ3mLwf1e3+JyUsM2vU7iN9Y/NbiNxe/vfgN3siSS8d5I210LAECBOokIChTp6upLQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYHiBXMZ71yooE5ckBurHzBenTp0qBvAfOHCgCMy8/vrr6eWXXxYSERJxD9zAPRC/ofgtRUAmflsRkonfWvzmbjQkE7/fXDrO4bt/WwkQINA9AoIy3XOttZQAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECOQy3rt2QZm49fr7+4uB+zHLxddff52++uqr9OWXX6ajR496MXAP3OA9EL+l+E3Fbyt+YxGSid9cO5ZcOs52tFUZBAgQqIOAoEwdrqI2ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBkQnkMt67lkGZuEQxu8Xly5fT+fPn0+nTp9OJEyfSN99848XAPXCD90D8luI3Fb+t+I21YyaZslvNpeMs6+udAAEC3S4gKNPtd4D2EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEA3CeQy3ru2QZm42WIAf8x0ceXKlWJAf8x8Ea+LFy96MXAPXOc9UP5+IhwTv6n4bbUzJBO/2Vw6zm56mGkrAQIEhhMQlBlOxzYCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAvgVzGe9c6KNN4S8WAfi8G7oH23AONv612fs6l42xnm5VFgACBnAUEZXK+eupOgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSuTyCX8d5dE5S5vstnbwIEboZALh3nzbBxTgIECHSigKBMJ14VdSJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAt+NQC7jvQVlvpvrr1QCBEYhkEvHOYqmOYQAAQK1FBCUqeVl1SgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBSIJfx3oIyLS+flQQI3AyBXDrOm2HjnAQIEOhEAUGZTrwq6kSAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBL4bgVzGewvKfDfXX6kECIxCIJeOcxRNcwgBAgRqKSAoU8vLqlEECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKClQC7jvQVlWl4+KwkQuBkCuXScN8PGOQkQINCJAoIynXhV1IkAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHw3ArmM9xaU+W6uv1IJEBiFQC4d5yia5hACBAjUUkBQppaXVaMIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBLgVzGewvKtLx8VhIgcDMEcuk4b4aNcxIgQKATBQRlOvGqqBMBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEPhuBHIZ7y0o891cf6USIDAKgVw6zlE0zSEECBCopYCgTC0vq0YRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGWArmM9xaUaXn5rCRA4GYI5NJx3gwb5yRAgEAnCgjKdOJVUScCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIPDdCOQy3ltQ5ru5/kolQGAUArl0nKNomkMIECBQSwFBmVpeVo0iQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQItBXIZ7y0o0/LyWUmAwM0QyKXjvBk2zkmAAIFOFBCU6cSrok4ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQOC7EchlvLegzHdz/ZVKgMAoBHLpOEfRNIcQIECglgKCMrW8rBpFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRaCuQy3ltQpuXls5IAgZshkEvHeTNsnJMAAQKdKCAo04lXRZ0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMB3I5DLeG9Bme/m+iuVAIFRCOTScY6iaQ4hQIBALQUEZWp5WTWKAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0FMhlvLegTMvLZyUBAjdDIJeO82bYOCcBAgQ6UUBQphOvijoRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHvRiCX8d6CMt/N9VcqAQKjEMil4xxF0xxCgACBWgoIyuR5WU+fPp2OHz/e9Pr2229TX19fng1SawIECBDoCIGjR4+mnp6etH379nTu3LmOqJNKECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAu0VyGW8t6BMe6+70ggQuAGBXDrOG2iiQwkQIFArAUGZPC/n1KlT07hx41q+YtuaNWuEZvK8tGpNgACBmyJw5cqVtGDBgkHPlQjNWAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIF6CeQy3ltQpl73ndYQyFogl44za2SVJ0CAQBsFBGXaiDmGRZVBmdmzZ6dly5alxYsXFwOcJ0+eXA1ynj59ejp8+PAY1sqpCBAgQCBXgTIkM3fu3GI2mU2bNqUJEyYUz5StW7fm2iz1JkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBFoI5DLeW1CmxcWzigCBmyOQS8d5c3SclQABAp0nICjTeddkJDUqgzJvvvnmoN1jcPP48eOLwc1Tpkwxs8wgISsIECBAoFFg7969xTMjwpbnz5+vNu3evbta39/fX633gQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMhbIJfx3oIyed9nak+gVgK5dJy1QtcYAgQI3ICAoEwz3m9+85u0cePG9Omnn6YYFPzRRx+lp556Kj388MNp586dzTunlGIQcez/+eefN207d+5csb6np6dpfWP5fX196YMPPkiPP/54evbZZ9OhQ4eqfWPQ8tNPP52eeOKJ9MUXX1Tryw/DBWVinw8//LAY3Dxu3Li0YcOG8rDqvbe3N0WgZsWKFcX5I3ATdR5qiftk/fr16aGHHiqOWbt2bdqzZ0/T7mfOnEkx60DMcBNteu2115oGXMfO+/btK1wGHttUkC8ECBAgMKYCixYtKp4Z8bwbuJQzle3YsWPgJt8JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBTAVyGe8tKJPpDabaBOookEvHWUd7bSJAgMBoBARlmtVikHCESyJA8sMf/rAKm8S6eL399ttNByxevLhYH8GRxuXw4cPF+gkTJjSuLkI3Zfl33333oPIPHjyYnn/++UHrI9TSuPy+oEzse9tttxXl3H777Y2HpgjFlDPOlO2K90mTJg0Kv0RY6NFHHx1Un9h/4cKFVbnbtm1ruU9j+Cd2XrNmTbFf+FoIECBAoDMEov+Pfj3CnwOX5cuXF9tWrVo1cJPvBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQKYCuYz3FpTJ9AZTbQJ1FMil46yjvTYRIEBgNAKCMs1qZVCmDJAsWbIkvfXWW2nBggXFQOH58+c3HTDaoExZ/k9+8pP0/vvvp5kzZxblR7AmtkVIJ/56f1n+7Nmzm847kqDMM888U5QVA6DL5bPPPivWxTlefvnldPr06RSzy5QDoeP8jTPLvPrqq9X+jzzySDp69Gixf9QtZsOJJWbGKQdZR6Dn7NmzKe6rLVu2pJhlpnGJQE0EbCKsYyFAgACBmy8QgcjymTQw3Bi1i9nNYnvMOmMhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE6iGQy3hvQZl63G9aQaAWArl0nLXA1ggCBAi0QUBQphmxMSizcePGauNvf/vbaiBxBEPKpQyyXO+MMjHoeOfOnWUxqaenpyo/Ai7l8tVXX1XrL126VK5OIwnKbN68uTr26tWrxbFl4Gfp0qVVWeWH6dOnF/uX5492ljPP3H///eVug94vXLhQnSdm0rEQIECAQD4Cx48fr/rwU6dODap4GZgcGNgctKMVBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQDYCuYz3FpTJ5pZSUQL1F8il46z/ldBCAgQIjExAUKbZqQzKxIwujUtjGKQxsDLaoMyKFSsaiy9CMxGeiQBM43LlypVqAPP58+erTSMJysTsLlFmzBJTLhMnTizWNYZ0ym3PP/98sS3CNLFE6CWOj9f+/fvL3Vq+33rrrcV+Eax56aWXilllWu5oJQECBAh0lMDJkyervv7EiROD6rZu3bpi+9y5cwdts4IAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDIUyCX8d6CMnneX2pNoJYCuXSctcTXKAIECIxCQFCmGa0MyqxcubJpQ4RjytBIO4IyA8uP4EqUP23atKbz3khQZtWqVUWZ5SwAjW2I6z5wefPNN4v9b7nllmLTjh07qjZHUGi4pbe3N02ZMqXaPwIzMUuOhQABAgQ6WyBmHCufb4cOHRpU2dWrVxfbIxhqIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOohkMt4b0GZetxvWkGgFgK5dJy1wNYIAgQItEFAUKYZsS5BmRj4XM46s2zZsqKR/f391WDoffv2NTc8pbRx48Zie8wOE8vevXur/Y8fPz5o/4ErItQTs9hE0KYcdB3fLQQIECDQ2QKTJk0q+u1Ws43df//9xbZ4PloIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBegjkMt5bUKYe95tWEKiFQC4dZy2wNYIAAQJtEBCUaUYcbVDmmWeeaSropZdeKgYWT5gwoWn9UOW3e0aZbdu2VWGVgwcPVnUoQywxe8zAZcWKFcUx5awB586dq8rYsmXLwN2H/N7X15eWLl1aHDtr1qwh97OBAAECBDpDIAKVEXB8/PHHmyoUoct4jsW23bt3N23zhQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMhXIJfx3oIy+d5jak6gdgK5dJy1g9cg1SPj1wAAIABJREFUAgQIjFJAUKYZbqggy6VLl6rQSHwul6effrpYv2DBgnJV6unpqfYd66BMzBqzbt266vyPPfZYVa/4sHr16mLbjBkz0uXLl6ttMWPM+PHji23vvPNOtX7hwoXFuphtoLe3t1ofHyJIE0t4DNwWwZoYWB3HNS4Rojlz5ky6ePFi42qfCRAgQOAmCsS/BaLPnjhxYjp9+nRVk61btxbrY4YyCwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAfgVzGewvK1Oee0xIC2Qvk0nFmD60BBAgQaJOAoEwz5PUGZQ4fPlwMIo4BxrfeemuaPHly8T2CKLHuuw7KxODlCOnceeedKT7HOctXhGQaQz3R0gioRHgl9pk+fXr66U9/mp588slqxoA77rijCeTYsWNVgCaCNA888EDxinZGe2M5evRoUV4cGzPrxIwE5QwEb7zxRlN5sT3OHbPXWAgQIECgcwSWLFlSPRs2bNiQ1qxZU3yPPvvdd9/tnIqqCQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIHDDArmM9xaUueFLrQACBNolkEvH2a72KocAAQK5CwjKNF/BcmDwwJlYYvaVMoAyMHyybNmyaluESSIEcuTIkWLdwKDMUOXv2rWr2D8CNo3LlStXqrIvXLhQbZo2bVq1vqxXnHvWrFnpwQcfTPv27av2HfghZgsoZ4opj433VatWpTjfwCVmi5kzZ07T+aJd0e5YTp48WZy3nJGmLPPHP/5xunr1alNxZftXrlzZtN4XAgQIELi5AjEjWePzLPry6Nd37Nhxcyvm7AQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDbBXIZ7y0o0/ZLr0ACBEYrkEvHOdr2OY4AAQJ1ExCUac8VPXHiRNq/f3/q6+trT4FjUEqEf+L6x4wwMUD69y0R1Ik2RjCm1RJlREAoymwM9bTa1zoCBAgQ6EyBc+fOpZ07dxb9/UieDZ3ZCrUiQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEhhPIZby3oMxwV9E2AgTGVCCXjnNMUZyMAAECHSwgKNPBF0fVCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAmwVyGe8tKNPmC684AgRGL5BLxzn6FjqSAAEC9RIQlKnX9dQaAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwnEAu470FZYa7irYRIDCmArl0nGOK4mQECBDoYAFBmQ6+OKpGgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaLJDLeG9BmTZfeMURIDB6gVw6ztG30JEECBCol4CgTL2up9YQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHhBHIZ7y0oM9xVtI0AgTEVyKXjHFMUJyNAgEAHCwjKdPDFUTUCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBmgVzGewvKtPnCK44AgdEL5NJxjr6FjiRAgEC9BARl6nU9tYYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAwnkMt4b0GZ4a6ibQQIjKlALh3nmKI4GQECBDpYQFCmgy+OqhEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgTYL5DLeW1CmzRdecQQIjF4gl45z9C10JAECBOolIChTr+upNQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYDiBXMZ7C8oMdxVtI0BgTAVy6TjHFMXJCBAg0MECgjIdfHFUjQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQItFkgl/HegjJtvvCKI0Bg9AK5dJyjb6EjCRAgUC8BQZl6XU+tIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECwwnkMt5bUGa4q2gbAQJjKpBLxzmmKE5GgACBDhYQlOngi6NqBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgzQK5jPcWlGnzhVccAQKjF8il4xx9Cx1JgACBegkIytTremoNAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYTiCX8d6CMsNdRdsIEBhTgVw6zjFFcTICBAh0sICgTAdfHFUjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJtFshlvLegTJsvvOIIEBi9QC4d5+hb6EgCBAjUS0BQpl7XU2sIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMBwArmM9xaUGe4q2kaAwJgK5NJxjimKkxEgQKCDBQRlOvjiqBoBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGizQC7jvQVl2nzhFUeAwOgFcuk4R99CRxIgQKBeAoIy9bqeWkOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIYTyGW8t6DMcFfRNgIExlQgl45zTFGcjAABAh0sICjTwRdH1QgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQJsFchnvLSjT5guvOAIERi+QS8c5+hY6kgABAvUSEJSp1/XUGgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMJxALuO9BWWGu4q2ESAwpgK5dJxjiuJkBAgQ6GABQZkOvjiqRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE2iyQy3hvQZk2X3jFESAweoFcOs7Rt9CRBAgQqJeAoEy9rqfWECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB4QRyGe8tKDPcVbSNAIExFcil4xxTFCcjQIBABwsIynTwxVE1AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQZoFcxnsLyrT5wiuOAIHRC+TScY6+hY4kQIBAvQQEZep1PbWGAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgMJ5DLeG9BmeGuom0ECIypQC4d55iiOBkBAgQ6WEBQpoMvjqoRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIE2C+Qy3ltQps0XXnEECIxeIJeOc/QtdCQBAgTqJSAoU6/rqTUECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGA4gVzGewvKDHcVbSNAYEwFcuk4xxTFyQgQINDBAoIyHXxxWlTt6tWr6fjx402vEydOpHPnzqX+/v4WR1hFgAABAgRGLnD06NHU09OTtm/fXjxbRn6kPQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFcBHIZ7y0ok8sdpZ4EukAgl46zCy6FJhIgQGBEAoIyI2LqmJ2+/fbbNG7cuCFfs2bNSlu3bu2Y+qoIAQIECOQhcOXKlbRgwYJBz5cIzVgIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBegnkMt5bUKZe953WEMhaIJeOM2tklSdAgEAbBQRl2og5BkU1BmXuueee9OCDD6b77rsv3XHHHWnChAnVAOdFixaZCWAMrodTECBAoC4CZUhm7ty5xWwymzZtqp4rAph1ucraQYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEfieQy3hvQRl3LAECHSOQS8fZMWAqQoAAgZssIChzky/AdZ6+MSjT29vbdPSlS5fSj3/84yoss2TJkqbtvhAgQIAAgVYCe/fuLZ4dkydPTufPn6922b17d7W+v7+/Wu8DAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkLdALuO9BWXyvs/UnkCtBHLpOGuFrjEECBC4AQFBmWa83/zmN2njxo3p008/TX19femDDz5Ijz/+eHr22WfToUOHqp1jUPHTTz+dnnjiifTFF19U6xs/nDx5svir/LHPsmXL0jvvvFOU2bjP5s2bi/Pt2rWrcXXx+fTp08W2xr/kP1xQpizgqaeeqsIycX0bl6tXr6YdO3akZ555pqjTSy+9lKItQy2XL19O27ZtS2vWrElLly5NP/nJT9Ibb7zRNJB6+/btRT2PHTs2VDHWEyBAgEAHC8QsZOPGjUvx/Bi4RHgmtsWzw0KAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUQyCX8d6CMvW437SCQC0Ecuk4a4GtEQQIEGiDgKBMM2IZMlmxYkW6++67q8BJDBKO18GDB9Pzzz8/aP2mTZuaCnruuecG7RPHT5o0qSlkEqGcsux9+/Y1lbFgwYJiW4RaymUkQZmYDWD8+PHFsVGPcjl16lS6/fbbq/OV54335cuXpytXrpS7Fu9RnylTprTcPxzKZc6cOcU+EQSyECBAgEB+AvFsimdBzCAzcInnQ2xbtWrVwE2+EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABApkK5DLeW1Am0xtMtQnUUSCXjrOO9tpEgACB0QgIyjSrlUGZMkQSM6i8//77aebMmcVA4QkTJhTvP/zhD4u/rr948eLi++zZs5sK2rBhQ1q5cmWKsMm5c+dSzBhThld6enqa9r3vvvuKMmKg8tmzZ4ttsU/UYcaMGU2z0IwkKBMFzJ07tzj+/vvvr861cOHCYt306dPTb3/72yKws3PnzjRx4sRi/Ysvvljte+HChSLUE3WIesV+McNNzLjz+uuvN4V9wijKHhj0qQrzgQABAgQ6VqC/v794BkR/3zhzWlnhmD0ttsWsMxYCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgHgK5jPcWlKnH/aYVBGohkEvHWQtsjSBAgEAbBARlmhEbgzIRDimXMrgSg4UbZ3j56quvqgHGly5dKndv+R7hmjg+ztG4RCjllltuKbbFLDLHjh2rQjUDBy2PNCizZMmSorwIzMQSwZg4d7x6e3sbT5+2b99erI8gz8WLF4ttEZop9z9y5EjT/r4QIECAQH0Ejh8/XvX3MfPYwOXVV18ttg8MhA7cz3cCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgH4FcxnsLyuRzT6kpgdoL5NJx1v5CaCABAgRGKCAo0wxVBmVWrFjRtCFCMxEcmTp1atP6K1euVAOMz58/37QtvsRf6j9x4kQ6cOBA8df4o4xVq1YN2i8CMeWMM+X72rVrB+030qDMvffeW9TrnnvuKcrYtGlT8f3WW28dVObVq1erNkQ9YymPj+COhQABAgTqK3Dy5MnqGRDPq4HLunXriu1l8HLgdt8JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB/ARyGe8tKJPfvaXGBGorkEvHWdsLoGEECBC4TgFBmWawMiizcuXKpg1lUGbatGlN64cKysQsMY8//niaMGFCNQC5nKGlVVAmCm2cxSUCLRFgGbiMNCgzc+bM4rw/+clPiiKiLnH+hQsXDiyy+D558uRi+1tvvVV8nzFjRvH9sccea7m/lQQIECBQD4HGsOTAWcyihatXry6eB4sXL65Hg7WCAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSLmM9xaUcbMSINAxArl0nB0DpiIECBC4yQKCMs0XoB1BmZhFJmZiiWDKrFmz0vr164sZZR5++OFiXaugTARrpkyZUmyP4yJgE3/lf+AykqDMN998U5WzdevWoohnn322WHfnnXcOLLL4XgZ6IhAUyx133FHsv2zZspb7W0mAAAEC9RGYNGlS0eeXz4DGlt1///3Ftng+WggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIF6COQy3ltQph73m1YQqIVALh1nLbA1ggABAm0QEJRpRmxHUKacfSZmaenr66tOUM7q0iooUw5Evu+++1I5m8ucOXNShG4al5EEZZYvX14Mao7zX7p0qTh827Zt1brG8uLz6dOni20R0Dl27FixOWbUie8R3hlYh4HH+06AAAECeQtEKDL6/HhONS4x20wZpNy9e3fjJp8JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBjAVyGe8tKJPxTabqBOomkEvHWTd37SFAgMBoBQRlmuXaEZTZvHlzMeA4BheXQZmLFy+mefPmFeuXLl3adNJy/1tuuSXFfhFWGT9+fLHvE0880bTvcEGZ8+fPpyVLlhTHxYDnHTt2VMdGGKYs8+23367Wx4fHHnusOGb69OkpBkXHcuDAgaqcZ555pmn/K1euVAGc2BB1PnPmTNXWpp19IUCAAIGOF4h/C8RzY+LEiUV4sqxwzEoW66dOnVqu8k6AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUQCCX8d6CMjW42TSBQF0Ecuk46+KtHQQIELhRAUGZZsF2BGW++OKLKmQybdq0IrwSg49jsHG8IkBThlWOHDlSBVg+//zzqjIRcin3bwy8NAZl5s6dmxYsWJDuuOOOFLPHlPtHIKanp6cqq/ywfv36ap8f/ehH6YUXXkh33XVXtW7Pnj3lrsX7I488Um2bPXt2evjhh1OcM87z/vvvV/uW6955551qnQ8ECBAgkJdAGbSM0OSGDRvSmjVrqmfAu+++m1dj1JYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYViCX8d6CMsNeRhsJEBhLgVw6zrE0cS4CBAh0soCgTPPVKQcGxywrjcuuXbuKAcMzZsxoXJ1idpUyoHLhwoVqWwRVpkyZUm2L2WR6e3uLv8pf7h87x4Dk+B6Dkgcuq1atKrZF8OXkyZPF5nPnzlVlluXEewRxbr/99mJ2mBMnTgwsqvq+bdu2IqjTeGyEefbt21ft0/jhtddeq4I85TExs8Bvf/vbarc5c+YUddq+fXu1zgcCBAgQyEugv78/LVu2rOkZE8+fxrBmXi1SWwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGAogVzGewvKDHUFrSdAYMwFcuk4xxzGCQkQINChAoIy3+2FCd+zZ89WJ4mByAcOHEjnz5+v1t2MD8ePHx9xPa5evZqOHj2aDh48mPr6+m5GdZ2TAAECBMZIIAKZO3fuTPv370/xzLIQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC9RPIZby3oEz97j0tIpCtQC4dZ7bAKk6AAIE2CwjKtBlUcQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoIMFchnvLSjTwTeRqhHoNoFcOs5uuy7aS4AAgaEEBGWGkrGeAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUTyCX8d6CMvW797SIQLYCuXSc2QKrOAECBNosICjTZlDFESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDhbIZby3oEwH30SqRqDbBHLpOLvtumgvAQIEhhIQlBlKxnoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA/gVzGewvK1O/e0yIC2Qrk0nFmC6ziBAgQaLOAoEybQRVHgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6WCCX8d6CMh18E6kagW4TyKXj7Lbror0ECBAYSkBQZigZ6wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQP0EchnvLShTv3tPiwhkK5BLx5ktsIoTIECgzQKCMm0GVRwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOhggVzGewvKdPBNpGoEuk0gl46z266L9hIgQGAoAUGZoWSsJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC9RPIZby3oEz97j0tIpCtQC4dZ7bAKk6AAIE2CwjKtBlUcQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoIMFchnvLSjTwTeRqhHoNoFcOs5uuy7aS4AAgaEEBGWGkrGeAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUTyCX8d6CMvW797SIQLYCuXSc2QKrOAECBNosICjTZlDFESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDhbIZby3oEwH30SqRqDbBHLpOLvtumgvAQIEhhIQlBlKxnoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA/gVzGewvK1O/e0yIC2Qrk0nFmC6ziBAgQaLOAoEybQRVHgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6WCCX8d6CMh18E6kagW4TyKXj7Lbror0ECBAYSkBQZigZ6wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQP0EchnvLShTv3tPiwhkK5BLx5ktsIoTIECgzQKCMm0GVRwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOhggVzGewvKdPBNpGoEuk0gl46z266L9hIgQGAoAUGZoWSsJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC9RPIZby3oEz97j0tIpCtQC4dZ7bAKk6AAIE2CwjKtBlUcQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoIMFchnvLSjTwTeRqhHoNoFcOs5uuy7aS4AAgaEEBGWGkrGeAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUTyCX8d6CMvW797SIQLYCuXSc2QKrOAECBNosICjTZlDFESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDhbIZby3oEwH30SqRqDbBHLpOLvtumgvAQIEhhIQlBlKxnoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA/gVzGewvK1O/e0yIC2Qrk0nFmC6ziBAgQaLOAoEybQRVHgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6WCCX8d6CMh18E6kagW4TyKXj7Lbror0ECBAYSkBQZigZ6wkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQP0EchnvLShTv3tPiwhkK5BLx5ktsIoTIECgzQKCMm0GVRwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOhggVzGewvKdPBNpGoEuk0gl46z266L9hIgQGAoAUGZoWQGr79y5UqK12iX/v7+4vh479TlRtvYqe1SLwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBD4nUAu470FZdyxBAh0jEAuHWfHgKkIAQIEbrKAoMzIL8C4ceNSvI4fPz7ygxr2fOqpp4rjV65c2bC2sz62auO5c+eKNke7y9fp06fTpUuXOqvyakOAAAECNyxw9OjR1NPTk7Zv356i/7cQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC9RPIZby3oEz97j0tIpCtQC4dZ7bAKk6AAIE2CwjKjBy0VYhk5EenlGtQZsWKFUXAp2x/4/ukSZPSAw88kE6dOnU9FPYlQIAAgQ4TiBnFFixYMKi/j9CMhQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiXQC7jvQVl6nXfaQ2BrAVy6TizRlZ5AgQItFFAUGbkmGVA5GbNKNPb25viOfvhhx+OvNLXuWerNpZBmcmTJ6dly5YVwZiFCxemadOmVQOqJ0yYkHbs2HGdZ7M7AQIECHSKQBmSmTt3bjGbzKZNm1L07fFc2Lp1a6dUUz0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBNgjkMt5bUKYNF1sRBAi0RyCXjrM9rVUKAQIE8hcQlBn5NWwVIhn50Tc+o8y6deuKAcuLFy++ntNe176t2lgGZWLmmIHLnj17UgRoyuOOHj06cBffCRAgQKDDBfbu3Vv049Gfnz9/vqrt7t27q/X9/f3Veh8IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBvAVyGe8tKJP3fab2BGolkEvHWSt0jSFAgMANCAjKtMbbuXNneuqpp1KERDZv3pyuXLlShUFazSgTji+++GJaunRp8X7kyJFBBUeYHhTWAAAgAElEQVR5EShZuXLloG2nTp1KGzduLGZsWb16dfrkk0+a9onZWmIWlzh+5syZxb6x/4kTJ5r2G0k9ygNG2sbhgjJR1unTp9P48eOLut1zzz1l8dX7hQsX0pYtW9KqVavSQw89lDZs2JC++uqravvAD9Gmnp6e9NhjjxUezz33XHr77bebdrt8+XKK+oflww8/3NI8rlMYvfXWW03H+kKAAAECzQKLFi0q+vB4Tg1cyjCkWcMGyvhOgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTyFchlvLegTL73mJoTqJ1ALh1n7eA1iAABAqMUEJRphuvr6yvCLuUMKeX7jBkzikHE8X1gUGbTpk3VtnL/CI7s2rWrqfChgjKffvppmjhx4qAyInhTLvPmzRu0Pc7VOHB5pPW43jb+vqBM1PGnP/1pVb/GWQf27dvXNONM6RPvUd+BS4SSytBN474TJkyodj127FjLfSKA07iUMyFMnTq1cbXPBAgQIDBAYNKkSUUfHv3mwGX58uXFtgg7WggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIF6COQy3ltQph73m1YQqIVALh1nLbA1ggABAm0QEJRpRly/fn0xIDiCGTFg+MyZM0UYpfyL+hHeaAzK7N+/v9g/wh0R/Dh69Gh69NFHi3VTpkxJjaGRVkGZixcvViGZ2B7HR+CjDItEKCSWmKEmZk+J8992220pAijxOnfuXLH9eupxvW0cSVDm448/LuoW9SvrfOnSpVQOvl68eHGxPmafifaVIZhf//rX1QU4cOBAtT7aGG2KmXbiOkSAplzKmQ8efPDBYkadON8777yTPv/883KX4j3u7ZiF5/HHH29a7wsBAgQIXBOI51TZJx86dOjahv/69PTTTxfbo++1ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAvUQyGW8t6BMPe43rSBQC4FcOs5aYGsEAQIE2iAgKHMNMQYLlzO7bNu27dqGlFIEWsqBxI1Bmfnz5xfrf/zjH1f7Rzll0GXPnj3V+lZBmZdffrk4ftq0adV+8WHBggXF+meffbZav27dumJdhE4GLiOtx2jaOJKgzNdff13ULYw++uijonpr164t1kVg6OrVq01VfuSRR4ptc+fOrdbfeeedxboIJcWsN0Mt5ew+GzduHGoX6wkQIEBghALxTCufbxFOHLi8+uqrxfbZs2cP3OQ7AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkKlALuO9BWUyvcFUm0AdBXLpOOtor00ECBAYjYCgzDW1mJmkHCx8+fLlaxv+61O5rTEoEzPPxPolS5YUM6XEbCnxKmegaZwJpVVQ5t577y2OnzVrVtPxZWgkyi2X4YIyI63HaNo4kqDM4cOHK7svvviiqHI588sTTzxRNqF6j5lkwi0CReVStiECNsMtUV55LR566KH05ZdfDre7bQQIECAwjMDJkyerPvXEiROD9iyfPY3BxkE7WUGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkJZDLeG9BmaxuK5UlUG+BXDrOel8FrSNAgMDIBQRlrlnt3r17UHjj2tZUDSQugzKNs8yUwY2B7y+++GJVRKugTDk7ysDjyu/z5s2rji8HKw+cUeZ66nG9bYyTjyQo8/7771c+5WwwZdvWr19ftaH80NvbW+1/+vTpphl7duzYUe7W8j1CTHfffXd1fFg9+uijqVW4qWUBVhIgQIBAJRAzfpXPnEOHDlXryw+rV68utg989pTbvRMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL5CeQy3ltQJr97S40J1FYgl46zthdAwwgQIHCdAoIy18Dee++9YjBw4ywn17YODso0Di7esmVL2rdv36BX/KX+cmkVlLnjjjuKcz788MODjo3yjhw5Uh6ehgrKXE89rreNcfKRBGViZpcYaD1lypSqvrfddluxrjEsVG6MWWfKgdmXLl1KjW3YunVruduw7zt37ky33357VU7MYGMhQIAAgesXmDRpUtGXRr86cLn//vuLbfEMsxAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL1EMhlvLegTD3uN60gUAuBXDrOWmBrBAECBNogIChzDTH+kn4Z3jh16tS1DSmlCxcuVNvKGWVih+nTpxfrX3nllab9W31pFZR55JFHiuNjhpTft5RBmXvvvXfQriOtx2ja+PuCMo2zw2zatKmq249+9KOibUuWLKnWlR/efvvtYlsMzi6XadOmFeuWLl1arhrRe09PT3FcXLvz58+P6Bg7ESBAgMA1gWXLlhX96OOPP35tZUpFiHHChAnFtpiRzEKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUQyCX8d6CMvW437SCQC0Ecuk4a4GtEQQIEGiDgKDMNcQrV66kckBwBFjK5ZtvvklliCPCGI1BmfXr1xcDiOO4Y8eOlYe0fG8VlDlw4EAV8tixY0fL48qVrcIl5baR1mM0bRwuKPPBBx+kiRMnFm2YMWNGMai6rNOuXbuqtkWYplyiDrNmzSq2/fjHPy5Xp9dee63aP45tXM6dO1d9/eqrr6rP8eHrr7+ujmu8BjFLzZkzZ1LjsU0H+kKAAAEChUD8WyCeb9Gfnz59ulKJGb5i/dSpU6t1PhAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL5C+Qy3ltQJv97TQsI1EYgl46zNuAaQoAAgRsUEJRpBnzxxRer0MXMmTPTnDlzqkHCMVh4YFCmv78/zZ49u1g/fvz49NBDD6UXXnghLVq0KE2ePDlt2LChOkGroExsfPLJJ6tz3nPPPcXxy5cvL8I5UU65XLp0KcU5og7z5s1La9euTSdOnCg2X089rreNZVAmBlAvWLAgzZ8/P0UopqxL1OfOO+9MESgauCxcuLCobwSJov3PPPNMNQtPrDt79mx1SLQhyi2d49jwLGfLuXz5crFv1COCS6tWrUrPPvtsMYA7jvnhD39YlRUfPv7446IsA7ybWHwhQIBAS4GY/Sv60uhz49m1Zs2aqj9+9913Wx5jJQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJCnQC7jvQVl8ry/1JpALQVy6Thria9RBAgQGIWAoEwzWsxCsnr16mpwcAwavvXWW5tmLWmcUSaOjhlSIrTRGByJ42655ZbUOEtMOej4scceaz5pSmnz5s3VzCxxbLwmTZpUBEsad3755Zeb6vbRRx9Vm0daj+tt48qVK5vOWdYvwioR5Iln/1BLX19fEZApjynf77rrrirk03hshIEefPDBpvOFa4SWoqxY7r333mrmn7K8CO+cOnWqsai0e/fuopyop4UAAQIEhheIsOKyZcsG9b+Nz7HhS7CVAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyEUgl/HegjK53FHqSaALBHLpOLvgUmgiAQIERiQgKNOaKWYvOXDgQDpz5kzrHVqsjQDK0aNHi+PK2U9a7DbsqpMnT6Z9+/alc+fODblfzMKyf//+1Nvbm+KcA5eR1mM0bRx4rpF+jwHYR44cSQcPHiyCRb/vuAjFxL355ZdftmxjHB+BpXA4ffr07yvOdgIECBAYoUA8f3bu3Fn0r9F3WwgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH6CeQy3ltQpn73nhYRyFYgl44zW2AVJ0CAQJsFBGXaDKo4AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQwQK5jPcWlOngm0jVCHSbQC4dZ7ddF+0lQIDAUAKCMkPJWE+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOonkMt4b0GZ+t17WkQgW4FcOs5sgVWcAAECbRYQlGkzqOIIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAHC+Qy3ltQpoNvIlUj0G0CuXSc3XZdtJcAAQJDCQjKDCVjPQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqJ9ALuO9BWXqd+9pEYFsBXLpOLMFVnECBAi0WUBQps2giiNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAh0skMt4b0GZDr6JVI1Atwnk0nF223XRXgIECAwlICgzlIz1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgfgK5jPcWlKnfvadFBLIVyKXjzBZYxQkQINBmAUGZNoMqjgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIdLBALuO9BWU6+CZSNQLdJpBLx9lt10V7CRAgMJSAoMxQMtYTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH6CeQy3ltQpn73nhYRyFYgl44zW2AVJ0CAQJsFBGXaDKo4AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQwQK5jPcWlOngm0jVCHSbQC4dZ7ddF+0lQIDAUAKCMkPJWE+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOonkMt4b0GZ+t17WkQgW4FcOs5sgVWcAAECbRYQlGkzqOIIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAHC+Qy3ltQpoNvIlUj0G0CuXSc3XZdtJcAAQJDCQjKDCVjPQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqJ9ALuO9BWXqd+9pEYFsBXLpOLMFVnECBAi0WUBQps2giiNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAh0skMt4b0GZDr6JVI1Atwnk0nF223XRXgIECAwlICgzlIz1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgfgK5jPcWlKnfvadFBLIVyKXjzBZYxQkQINBmAUGZNoMqjgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIdLBALuO9BWU6+CZSNQLdJpBLx9lt10V7CRAgMJSAoMxQMtYTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH6CeQy3ltQpn73nhYRyFYgl44zW2AVJ0CAQJsFBGXaDKo4AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQwQK5jPcWlOngm0jVCHSbQC4dZ7ddF+0lQIDAUAKCMkPJWE+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOonkMt4b0GZ+t17WkQgW4FcOs5sgVWcAAECbRYQlGkzqOIIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAHC+Qy3ltQpoNvIlUj0G0CuXSc3XZdtJcAAQJDCQjKDCVjPQECBAgQIDBSgavpaurrv5Iu911KfVf70tWrV0d6qP0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBMRbIZby3oMwY3xhOR4DA0AK5dJxDt8AWAgQIdJeAoEx3XW+tJUCAAAEC7Ra40n8lfXvpdNpx+O30wier086jv0rHzn4pLNNuaOURIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIE2CeQy3ltQpk0XXDEECNy4QC4d5423VAkECBCoh4CgTD2uo1YQIECAAIGbIdB/tT+dvHAifXzsg/TMp4+lf/7V99NPP34s/eqLt9LJC8fTpb5LN6NazkmAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgMI5DLeG9BmWEuok0ECIytQC4d59iqOBsBAgQ6V0BQpnOvjZoRIECAAIFOF7jYdzH95ps9adV7y9ODe+5J93++MC385W3psff+NX14ZEf65lxvpzdB/QgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQNcJ5DLeW1Cm625NDSbQuQK5dJydK6hmBAgQGFsBQZmx9XY2AgQIECBQB4Gr6Wq60n85fXpsV3rl0+fS/9n+D+neT/4h/fDgwvTPn/wg3b/z7vTEe/+W9hzbXYfmagMBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiVQC7jvQVlanXbaQyBvAVy6TjzVlZ7AgQItE9AUKZ9lkoiQIAAAQLdInCp72IxW8wrnzyb7vuP+ekfdsxO//jx99M9Bxak//P53eme3XemBT1/l375n7/oFhLtJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC2QjkMt5bUCabW0pFCdRfIJeOs/5XQgsJECAwMgFBmZE52YsAAQIECBD4nUDMJnPw5IG06dfr0rJf3Zv+4T9mp/kfzkkLPr4t3fXx99Od2/8uPfCrf0rrPnk2HTi+DxsBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQYQK5jPcWlOmwG0d1CHSzQC4dZzdfI20nQIBAo4CgTKNG932+cOFCeuedd9KWLVu6r/FaTIAAAQKVQIRfzlz8Nh0+dTB9eOTdtP+bvenk+ePpct/lap/4cLnvUjp25sv0iwNvpAff/pd019tz0/d/+Tdp3oez07z3/y7N++XfpXvfmpee/XBV2tv7STp14UTT8b4QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECN18gl/HegjI3/15RAwIE/ksgl47TBSNAgACB3wkIynT3nXDgwIE0bty4NGnSpO6G0HoCBAh0uUD/1f702fHfpp998nK6e9OctHrHw+mjox+k0xdONcmcvnAyvX1gS3rkVw+m//36tPT3b38vff/dW9Nt796a5mydnu7495lpzfuPpJ1f/KoI1UQAx0KAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAh0lkAu470FZTrrvlEbAl0tkEvH2dUXSeMJECDQICAo04DR8DFc1q9fnx566KG0YsWKtHbt2rRnz55qj927d6eNGzemzz//vFoXH86dO1es7+npaVofs7bE/seOHUvffPNN8Xnp0qUpZnSJ5fdtj31OnTpVHLds2bK0evXq9MknnzSdI76UZW/fvr3YdvDgwfTyyy+nOOb1119P/f391TERknnqqaeKoMz48eOLsqOO+/fvr/aJ7/G6fLl5RoFqBx8IECBAIHuBby+cTge+/k1at+vZ9K//cU/65/d/kO7ffnd64pf/lt77z3fS12eOpatXr6ZvzvamD774VXr0nX9N83tmpxkbp6S//vf/lb7Xc0v62zempn/cPDet/OXS9O7B/0hfn/3dMdnjaAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKihQC7jvQVlanjzaRKBXAVy6Thz9VVvAgQItFtAUKZZNIIkjz76aBEeiZlWGl8LFy6sdl68eHGxLQI0jcvhw4eL9RMmTGhcnWbNmlWsj9BKhFLKck+fPl3s9/u2f/rpp2nixInVceXxL774YtN5Pvzww2KfadOmpU2bNg3aP0I/5RLHluU0vj/++OPlLtX2M2fOVOt8IECAAIF6Cfzn8QPpZx+vTff/4u407//+bVq0/65017tz053/Pis9897j6d3/fCcdP/d1EZJ57v0n0w82/k2a/uqfpqkb/kf6s1f+JE1b+z/T7Ff/Ij301uK09Tf/XoRk6iWkNQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoF4CuYz3FpSp132nNQSyFsil48waWeUJECDQRgFBmWbMV199tQqHPPLII+no0aOpt7c37dixI33wwQfVzqMNykQgZcqUKcUsLzHrSzlTSxmUabX94sWLVUgmZoCJOm3YsKEK3MQsNeVSBmXK4Mttt92W3nzzzbRq1aqiXRHS6evrK3Y/ceJE2rJlS7V+3759KV5ff/11WVyKcFC8Ll26VK3zgQABAgTqJfDLA9vSXRvmpH9+9wdp4Z55af5Hf5/u+uj76Z8+vCP948/npoe2/jD9/NOfpUff+td054a/Td9bPyX9+Wt/kv7fV/8oTX35v6fZr/xFuv/nd6fNezelE+ePp8t9nhn1ukO0hgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTqJpDLeG9BmbrdedpDIGOBXDrOjIlVnQABAm0VEJS5xhkBknK2l/vvv//ahhafRhuUmTRpUjp58uSgEsugTKvtMQtNBF9ilpjGZcGCBcX6Z599tlrdGJRZtGhRunr1arEt3su2ffTRR9X+Bw4cKMqI81oIECBAoDsFdn3xXlq+5f+ke96+M83fMTf9w4dz0g8+nJW+/97MNGfzX6X5b8xOy95clP7hZ3+bZrwyOU3d8N/Sn702Mf3Z2j9Os9b9Wfrhz/8xvf7Jq+nzb35bPXe6U1KrCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAHgK5jPcWlMnjflJLAl0hkEvH2RUXQyMJECAwAgFBmWtIhw8fLkIjEUrZv3//tQ0tPo02KBPPyVZLGZRptf3ee+8t6hX7xEwy5evOO+8s1i9ZsqQqsgzKTJ48uZo5ptw4Y8aMYv/33nuvXJUEZSoKHwgQINC1Ase+/TL9cv+2tPSNf0lzX5ueFnzw92n2L6elaW/+9zR7+7Q0Z+tfpZnPTkl/tXZSmvqziemWjRPSn7/6R2n6S/8j/dPP/j69+O6a9M2Z3tTX/7sZy7oWUsMJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAmArmM9xaUyeSGUk0C3SCQS8fZDddCGwkQIDASAUGZa0o7duyogjIXLly4tqHFp9EGZbZv396itJTKoEyr7WXAJQI8rV7z5s2ryiyDMgNnn4kdynIEZSouHwgQIEAgpXTh8vkUYZktn/57WrntwXT7z/4mzer58/Q3b09J33v7T9P3tk1O33vzT9Nf/vy/palv/D/pzzf8UfreK3+afrD2b9K6D55L+479uiijnMUMKgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINDZArmM9xaU6ez7SO0IdJVALh1nV10UjSVAgMAwAoIy13D27t1bBVGOHz9+bUOLT2MZlLnjjjuKej388MNp3759g15HjhypaigoU1H4QIAAAQLXIdB/tT8dPnEobd3zRnrgZ/+UfrDxb9Lfbr4lTd/6J+kv3/rjNGP7pPSX2yamv+j5wzT9lUlpwc9mpyf+70Npz5Hd6dKVi0lI5jqw7UqAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBG6yQC7jvQVlbvKN4vQECFwTyKXjvFZjnwgQINDdAoIy167/uXPnqqDMli1brm1o8akMyjzzzDNNW1966aWijAkTJjStH27GmNhxuO2PPPJIUebdd9/dVGarL6MNygysb6uyrSNAgACBegtc6bucvjp1NL21d0ta/sZ96a+f+dP0169PStPf+uM0ffsfpr/8xR+m6Rv/JP3d//dn6cltK9JnX/82fXvhtJBMvW8LrSNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBGgrkMt5bUKaGN58mEchVIJeOM1df9SZAgEC7BQRlmkUXLlxYhFImTZqUent7mzZGkKZcnn766WK/BQsWlKtST09PsW7cuHFpYPBkuCBMFDDc9gMHDlTl7tixozpfqw/XG5Q5depUVfZXX301qMho85kzZwyCHiRjBQECBOopcOHyhXT05OH0810b04Mb7k3/+8W/SNPW/XGa1vOH6a9e+W9p7st/mR7bsjxt37ctnbt0Nl3pv1JPCK0iQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQI1FshlvLegTI1vQk0jkJtALh1nbq7qS4AAge9KQFCmWfbYsWNp/PjxRXgk3h944IHiNXny5HTrrbdWOx8+fLgKmMT62B4BmRkzZhTv7QzKxEmffPLJ6nz33HNPeuGFF9Ly5cvTtGnT0qJFi6p6XW9QJg68/fbbi7KnTp1alLt3796qvGhTvCIsYyFAgACBegtcvXo19ff3p76+vvT50c/SGzs2pn96+o70V4/+z/Tnz/1hmrl6Srrn+fnpl5+8lY4d/ypdufL/s/duv9IU9dv3H/U79tADT0w8IC+JMTGGEGMgRCJR4msQgqAYIGwEFBVkcwcVAQnyaER4xNfHCIjsN7J72IsoG0EF3MybT+M1XKvuqp7qWTPrXn2vq5K1eqa7urrqU1Xfqp6+vl3/HOISn/P4Iw39Hd20UroQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQmC+Buei94ygz3zaWnIfAUUdgLobzqAOfAoVACITAmgTiKHM4OFaSOeGEE5aOKVoh5txzz90Rme9yJMGp5sILL1y8+OKLw77SUUbptVaEWXWcC992222Lj3zkI8trcm1WvrnqqquW+RpzlMGhh3PuvvvuZXw+3H///UvnII6zWo6Cyuer6ehYtiEQAiEQAkcHATnI/OMf/3ndeT4AACAASURBVFi8+eabw4pqTzz1h8X/uef/W3z3x99anPqtzy7+n3M+svh/v/u5xbX/63uLe+6/a/H0M08tXnrppSHuX/7yl+G8t99+e0Ea77777uBAQ7oJIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRAC+4/AXPTecZTZf20nOQqBA0tgLobzwFZQCh4CIRACBYE4yhRA7Cti3yeffHLx+uuv296dH1977bUhDm/T36tAfv7whz8sNum8gqiZtvDcc88N4ua9KkuuEwIhEAIhcOQJyFHm73//+zDmvfzyy4tnnnlm8cijDy9++Zv/vTh061WLs6/68uL7P71m8Zvf/Z/FY48/Nhx//vnnF8R99dVXF4yHf/3rXxekwZjCajNxlDnydZschEAIhEAIhEAIhEAIhEAIhEAIhEAIhEAIhEAIhEAIhEAIhEAIhEAIhEAIhECNwFz03nGUqdVe9oVACBwRAnMxnEcETi4aAiEQAvuQQBxl9mGlJEshEAIhEAIhsMcEcGrBwYVVYXDIxPkFJ5gXXnhh8dzzzy7+73P/d/H8C88vXnr5pcUrr7wyHGclmTfeeGNwkPHVZHCS+fe//x1HmT2uw1wuBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBHoJzEXvHUeZ3hpNvBAIga0TmIvh3DqIXCAEQiAEZkIgjjIzqahkMwRCIARCIAS2SECryuDkgsMMq6qxchkOMPrjO3+sGsPxd955Z4j73nvvDSvIsLoaDjJxktliRSXpEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4ysykopLNEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBENgAgbnoveMos4HKThIhEAKbITAXw7mZ0iaVEAiBEJg/gTjKzL8OU4IQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQCIEQ6CUwF713HGV6azTxQiAEtk5gLoZz6yBygRAIgRCYCYE4yvRX1D//+c8FfwkhEAIhEAIhEAIh4AT+/e9/D3MEtnsVMi/ZK9K5zn4k8K9//WvP+9x+5JA8hUAvgfSZXlKJFwIhEAJHhsB+ndtv+z5nU+PTfuV3ZFrT+1eF7XPPPbd4+OGHF6+99tqOrLz55pvD/meffXbx3nvv7TiWL/MnkP4w/zo8SCWgvWKvEjZPQGN4+L7PNjw238aSYgiEQAiEQAiEwNFDYC567zjKHD1tLiUJgdkTmIvhnD3oFCAEQiAENkQgjjL9IP/nf/5nwd9f/vKX5Un8kM/3v/3tb8t9+RACIRACIRACIXCwCHznO98Z5gjf+MY39qTgPNzVvCRzkD1BvucXQbzGHPPdd99tXvuNN95YEM+DzuNc/hDF1UQR7FOcnm15Ha75n//8Z/GnP/1pcddddy1+/OMfL+68887Fk08+ufj73//uWdrK509/+tNDH/jNb37Tlb647KUQkLor2b7++uuLf/zjHyvzzHnUb0IfAdqiWGMfa4H9xCltptqGzm/1GepNcXq25XXI05z6DGXc6zYIs5It9TNmB+Gae/Jaiz983yOPPLK48MILhwPeZ1bVs+oF++VB+6mzd955xw/t+OzX6rF/O05e80vs75rg1jwN3uvWLX38rbfe2nFlvtOuWmnKHreO70hsH35R+/T52dS5/V7a6G3f50yd07WqVPdGsJlbwJ6WNtbLgB198cUXF7/85S8XP/nJTxbY81Xt/6mnnlp87GMfW94zwufaa68dkr3gggt27P/Qhz403C/Ajj6516HWJ5QHnlvcdtttQ7kfeOCBlXMT5gTcj/zsZz9b/PznP18888wz1Xsh0tf4NMZe+eidLyp+bbuqnmvnrLNvqj1Z5xp+DnPnX//614sbbrhhgT6A+8N1Avmmvqk7/h577LGV7by8DnX529/+dnHzzTcP9f+HP/yhjDL6vTYmjZ5wlB5U31hlZzZRfPo19ukTn/jErpM7CPU3tW6w+/A999xzd8130wnUbKLmeNv6TWk/89g036QXAiEQAiEQAiEQAlMJzEXvHUeZqTWb+CEQAlsjMBfDuTUASTgEQiAEZkYgjjL9FVZ76Pr73/9++LH5k5/8ZH9CiRkCIRACIRACIXBUEdi2gKyEtdfil/L6+b59Ah//+MeHOebJJ5/cvNiHP/zhIQ5iCQWdp3mrtp/61KcWv/vd7xRtEJDpWM/2mGOOWZ7Lh/vuu2/x0Y9+dLh+7Xzytk1hzVRR5dT4Owq75pdf/epXTT4IEj/3uc8tnnjiicNS9/69TYaHXXjGO/76178uWUsEWhbn+eefH+KccMIJOw719pnrr79+eY1amy/3lWKkOfWZI9UGceIoOeo79uarX/1qVSCbe/IdTbr65d577x3YIo4meJ+B8ZiwXPaTeK+++uoyfa+vsr0vIy0WC9UP53/ta1/zQ1v7HPu7NbTLhLFp55xzziBsVT9lrnDGGWcssLc9AedVzi3t8he/+MVh/3e/+91qMj/4wQ+G49/73veqx/f7zquvvnrIP+JgBbe7CEfHgsfdi3nCtu9zZGN6nZ9bbNQOx+xZ69wjvf+kk04a2kTNoZv5u+b8KqO22GGcTGqBuT/xSJs5zHnnnbfANuLQwH7SvOyyyxb0o7PPPntwSmA/zjV7HWp9AgfM0047bciryqsttqcM3A/98Ic/rMZn3o2DURl8LPTxrYzH9975Yu1c7RurZ8XZxNZtxCp7stvrff/7368yb83HW9fDoeUjH/lINa3eMUVjh9qJtnDvsQutMamV56N5/0MPPTTUxV6Ms5on7tZR5qDU39S62c+OITWbuO05x37mcTTblJQtBEIgBEIgBEJgHgTmoveOo8w82lNyGQIHgsBcDOeBqIwUMgRCIAQ6CMRRpgPSf6PoAYs/XLn//vuHBwfHHXdcf0JbiMnb2hiDebiQEAIhEAIhEAIhsLcEtv0wtyzNXopfymvP9fvc5kouxuKNurUg0VzNUQbRKWLV8k3Sjz/++JAUPBA2+98pp5yyFCf5fj672Entnbnx8ccfvzh06NAgurv11lsXF1988QKhLMe2KcyaKqqUCOPuu++uodzKPhdqwxBR3+mnn75Q3nVvcd111w1vtFYmvH9v602qutaq7T333LOgXrdZl6vy0HPchY5wrQnq5Cjzmc98ZkeS6mur+gz3WWW/QNDF9RD2lcdYYUlhbn3mSLVBOV5gt+CJY8yXvvSlHUJ87B5vCvewX+7JEawjQP7FL37h2Tvin1mdA24IhXnrO6HsMzge1MLLL7+8HBdo6/6WeNUX+0mbt/jXwllnnbVMgzrdixD7uz3K2Idvf/vbQ53ywpiLLrpoaPOsdMF+2VRWclgVWJGO9oPQ2oPEzkerowwODPSZdVeU2WsbrTFsWytnal60Hxxlxu4Xxo55+536mTkW/QAH6jLIgYTjn//854cVHO+4447FN7/5zaENsZ8+V64Cw/yRY/zJ7ittrSaDDfeAo4LS8/178bnWJ5g3kx/Gr29961vDypVXXXXVMCdgXPFAX4Kfyswcgvunn/70p4MTkPYzD/fgY6GPbx5Hn2XbVs0XFb/cjtVzGXe3391GbHMOz3xMdYQd5z4L5yvxRtDfEzSP47xLL710gXMvYwptlHGG1ZR6Am2Fez7qnjSxXewj3RNPPHFlEq0xaeWJR2EEbAzc9NvBNou4KUeZ/VZ/27ovmFo3u3UM2VY5WjZR4x52fxthtzy2kaekGQIhEAIhEAIhEAL7hcBc9N5xlNkvLSb5CIEQGES6GM+EEAiBEAiBeRCIo0x/PelBjzvK9J+93Zg/+tGPhgcY5cPC7V41qYdACIRACIRACEBg2wKykvJeiV/K6875+9zmShJjMf90cbPXgYQ/NUcZF2oz39c8VqsJeDr6zBuriUe6rSARHfEQL9AWa2GV2Kx2zpR9mxJVTrnm1LgSarMSRhng89nPfnZZLz2C4jKNvfhO26Ou//jHP+7F5da+hgsdyS/to2ybqxxl1ukzEovjzNEK6TMtMofvl+NFzZni4Ycf3uH499JLLx2ewBHe89RTTw39pdbnj2TWWMWFfnHjjTcus1H2mdZbvK+88sqlnSINt+2qL/bzh5NQGRDX6TjbWt2W52zie+zvJigengbOUIjEqcvSuUWxiXP++ecPcVY5Pijec889p9OH7dHsKPP6668PbL785S/vKPN+nttv+z5nU3M62Zrd/GY7dr8wdmxHZU78gkMAeb/55pt3nPn0008P+znGSillYF7DeMNxHEM80KfYzzyuDOpftRVWyrh78b3WJ7Aj5J8/dzxWfkrHzB//+MfL8uIgUQZskdLD0UjBx0If33Tct7o3W2e+SDqtevZrbOrzXtkTXsoA17LtaiWg1jhRllOrH91www3loUnfX3nllcPiU9+q+1WrBrXGpMMSPQA7jj322OE3Af+dYVvF3pSjzH6rv23dF0ytm906hmyrHHtpE73t7paHp5XPIRACIRACIRACIXC0EYijzNFWoylPCITA1gnMxXBuHUQuEAIhEAIzIRBHmXpFIRTkYTDij9tuu214O6oerPhD1z//+c+LW265ZVEKABCJsJ+HNIrD2/AQiii88cYbQxweaPKmzLE3rfEGQN6IxpvZiM+Puog/CLzBDXEW+WNlG67LX/nWQB768SCUMvH2KQR5tTfL8bYwzn/kkUeG/PLD9Xnnnbe47777lmm/++67KsZyq3LqTd1wIp3aQ83lSfkQAiEQAiGwbwgg5r3++uuHceZ73/veMLaVQmMy2zPGvffee8PbpXnzMGJ6ViVABMO4UBNStiDw9lDGYcauSy65ZPHYY48dFlXjD2MxD/IR05J/veHa39ask9n3xBNPDG/l/frXv77grYVjQnDmSwhwcDIgL3DiOgouIIPZAw88MMwjyANzilogDwg3YMQf422vEKElfkEYBONnnnlmxyUZ79nfWplkVflIrCe/5J/rsAIFedT8hbkLq468/fbbO/KlL1PmRDrHt1yX9ku9c61rrrlmqAPF2au5Em1KoYeX4ta2EmNp/omorQy9jjKcJ1Ecb6NuhR5HGYkZebvvlLDpPqd80O/1llP6Jo4LpeCWfLrdUr7ddrDv2WefHYSItCG1YcX1Lf0L4RfxbrrppqGd08Zo+y6yGxNqKz1WN6GOETpiNwllP1Lc1hzd2x1xERtdccUVQ/4QrtXm+0qTuJQFO8j9AfFZQUJ9Uu2PPkX5KKcH8so+3vAND1alqNnpskyIP7mf4R4Iu0TaXLcM2BHuX3gjuAJx+RMv9rvQUXl2pwDiTHGUIX5Pn+lxlFFbndpnaNfYdGwnzgVwaNlQ8tuqS44RlI+ePlPW13+TGN4qDXvuE3vHOs7FtlDXjKHcgyJwpTz8YRsU6MPUX8uZgjfmy3nLReZlX1Z6PX1miq2mzTFW4zzCvT39jLbJm/sRkWkuQB7VTp988kllZ9hSr4hsmRvBgz5Xm394mWDNvTh9lHOn9BmYwZQxhXQU1GfEkzjMBTzQDljdx+O4jVN96XjNYYz6Jm3FKeu2d2zwuuS3COwOcyeY8+b5MsT+fkCk7M+7sb/YI+pz7LcrXZn2QPvxPq5j2rIaF3HKIPs7dUUZyjo2H/Tr9IyVPndQnyx/16P/MhdgHCW/3LeMBWwGDF1sT3z6J/v583Fb9hKbot8iyzrV9ZRH/T7ZM6/BrmGj6U/ctzAnKFdvkG0jTo/tp2zkt1zlhPkZ+8t7Ix+fVBa24k+dloE0yBd2aOw32yn3RtiV1m+rY8eUt6njts77yle+MtR7KeJnBQzaA85prSBbRzzd/3EfyvjEPmyvxiNttRoe46j2+dYdSfy6q+YZxNX8kTkh/aHHVtT6BH2A/PO3Kg3mRhpjuBdsBY1Z2B39pq2xkOv4+FZLQ/dmZd+VvRq7xyK9Vj1zrKcfEo++3zPvbtkTtxHE8blFrcyr9tGGYMdvKR60kpyeW/ix8jPtlTSow9IBqoy7znfqmvT541pjoTUmcQ6r891+++3D/Q7zMex+beXPnj7Qqgf1Q7/v8fziJE6cshybGs90La0myHhXC70seue85J/6KZ22NQaMPVvz/LXqz9NhXGJuynMuVnUt575Kr+d3yHIs9vnV2H0Bz82ox5ZtU37LMZS8raobPYvDBjNnU57gy74yrCrnWDmUVu9cXvG1bdlEn/MrLltxoT3QtviOXW/9/sM5U3msui/U76rUX+03J3jV+qiXI59DIARCIARCIARCYD8TmIveOyvK7OdWlLyFwAEjMBfDecCqJcUNgRAIgSYBfhBu/SjcPOkoPsAPojwI0EMUbfV2M77r4TQYWj/m60Evb/3TAzvO1Y/ciIv4AV/pa1t72xoPfT0NxdXbvj/3uc8dlg5xeHimwEOAWhqI8lzoS3w9BOcHdC83D4SURvlgkPMQMHNdHsgSeCDNdx4mJoRACIRACOxfAogkED5pfPEtwhwe5HtYNcYh8vHxQ+lp3zHHHOPJNT/7agtKg20pxPSx+PLLLz+sHJTBRQwuHPF0+VwKq4l76aWXHpZmmQ+NnTyo1QNfT7sUieBAcvzxxx+W7he+8IUdQtYWHC+Di+kkSsGRx8MLL7wwXEtzBx3rLV9vfj1f1IvmDWJRmxNMmRMp377lmhJ86TpsXUS9V3MlBNSEXl5ejvKzxFi0SZWrdD6e4igjBrtZUQZBgvJStuky//7d24XO13bdPic7hJCoVv8tuyXxKPlz24FgX3nSlv5cBkRROq4t9aB5PfNlBYkXx1aXQCCjdDQnd17ev2Vnyjm62h33MRxTetpic0vxJSIutQnF0xanQJxd9N232HEF0mjZacRHLnbzMiHyV5q8ERdhId8RGZeB+uIYDkUKOheRloKEjqTHtRXH3yw91VFGfMb6zCpHmXX7jLcLlUXbUjC8qi7FaEqf8fqqtcHesY42oHFJ+Wer+QCf/d6adNlXOlOoDGwRYyot8knwvuxxV/WZKbYa7vQlXdu3iNG5j/d9+oyYUoE0cArQMd9igzx4mcSF+Lwte0qf0Vv2YeHB+8xJJ5005Ik5lAe1Q+pD47kLiZUvbcmftxfSUtqK43Xr7cxZ8LkcG1SXlF8rmvg5zGM9xP7+c4nDOe/G/jKOwNzbCb9vYSMZhxkL6SMIBAmI9olftm1lDDEhx8u647iE51McZShnbT7g80HSnjJWym62ftdTu/a2WM61VV5tTz311KHc9EEPXk/qR4hwtWIDThPknVCLy363Gz3zGsZI9W0vQ7k6hPof5e25z9EqJ6WjoPJU3suJs8/RFBeebnem/marMajn3kjjvrPgM7+tjh2DvexleS7fy3F7qMT//qMuqQPargefP/hvux6Hz7QRjSuIvglaRayWl559pfNa7zxj3Xu6Vp/Q+IGjcTmvdw7wUbnKfuXxaO+KJ6dujYXs93bm5+mz7s3K38PVNsbmi616Ju3efrjuvFv2hGu5jXD7xdi6TuB5Bexow6RNwIGf77Qj2vGqoLk0tkWBF6zI3mnfulv6n+rdWZTpjY1J3GspDd+WQvnePtCqB+5hsHlcQ23U88kcimPM7QibHM/8Olo9y22yjveyWHfOq+uw1djQGoM97lj9KR3mluLr9ah7aaXXur8txy4fi8v51dh9AeXh+rXfRZlXKW/+G6byNlY3tJla+WS7SkeZnnKOlYM8OQPlW9tyLq8y6Lza2McxzTnK+aHqsff3n6k8eu8L5SCIjXObwmfNf0pnNi97PodACIRACIRACITAfiYwF713HGX2cytK3kLggBGYi+E8YNWS4oZACIRAk0AcZXaikZCEH5Zx9ECAxUM3PXjkx14X8/jDDU9JP94Snx+++RGcBwy8Je6dd95Ziun48Zc3gvEgmh+Iie+CLv3Qz34eEvKgmYdj5E1vquTtTxI4E4eHEfzpx1reHsX5/JEPfnTnAaBEZJRVcSmDfpAmPnlCCAEDzrn44ouHdLiOB97Qpvzr4SJti4cILg7yc/I5BEIgBEJgfxDwsY+xijEBcZvGMsQfHrSfcaIc44gnsQiCH8Yxxh132Kw9EPb09ZlxitUJGOcYjxkrNZ7529c1FusYD4B5u6AeQLPf3y7Lw1zGMUQuiP4Q3shJlgebHni4q3Rx1nedqAAAIABJREFUCGXMZpxjXPQ3mPvYSXwESjg14PjC9/INsxIEIQSEEenBhbil+Mbzo8/+QNrH8CliMNLqLV9vfj1flIUy8TAf0aTmCb76xZQ5kcpebiWkQ3iNQxDtjbrxh9N7OVcif728yrL4dwkaEAopPeZsLgCTEAKRnILO83bEZ+qDPwQ8rcDbuYlDurXg81Kfr9bi+r5t9Dm3Q5qv8gZsHCUoA/3fg+K74Ke0HdgFbBUrPZAG6bpIC7EF+5U+bQ0mzHe1f6qjjPcZBDYE3+f92+2Myqw5OudJOIPtZT99Tfa4dEKRCJl804e4v0HsD0O2CNu4n1C/xZ7x3QVhKjcCRq6FmIc2JKchfwGAl4lrijXxsdfs41p6w7fqTvn39sx1+fO4EjpS/+RDeUAApDDFUaa3z0jcR35qYd0+g9MUIhxsGWVjTGblUDhh5z2sqkvFVR8Qa+7xWn3G66vVBkln1VgncRV1S5vkre/cx8pOkYbfW0u06c4Uyr+2Dz744LK/yQ6pL5dC41V9RrZ11VhMf5DwiS3tlv7PG49ZfYo2h7hK7Yby6p5cTmq0V6VBHZJ30vC5zaOPPqpiLsWsMBJr+grpTukzcqqBvwfvMxL3kT8fTzQ3os5kC3SvT1qqL9qRyuZvQScuecexBZE6n71uaWe987GyLlnVhzLpNw3S9nG/x1HG23ns72r7yziCbZXwmTkX9c5cj3k2v/tQD9SVAk7hpTBTx+T0Rvsqg+zaFEeZnvkg15kyVrrdpJz+ux7jIeXlj7kVtpI+XDo1e9n4PZD47vyp494eZXfV7hnbfEWxWlzSkS1UvjTWtuY1csKhbrFh2CXsi1YmUd6UD6W7yvbLHqzrKMPb9nUtv28gP37fSttZ9ZvtlHujsfuFsWPka8q4La5s5WCjFw7pmM8fNI7oWLnVWEa9EKhHF7NrPNJWzob0L+1jq7GgdJRRf6ROanNGrrnuPd1Yn2DOrnbAGETf9Xm5OKhPl/nWcd9qLGO+T9BYyHV8fPNz9FlzF5+Tatzn/LF7rFY9k3ZvP1x33i17wrVKG0Gb0dxC5ZyyxRYp/zAgjzBmrKAN9wQ53zGGYGs0hye9k08+ecczkp70yjiyAdjzsdAak2hzsmm0f2wxzzuoe3fan9IHxupBcyvmNx6oR5jwpzpV2++59xsbz/w6fGbs4DqUyUMvi3XnvOU8fkqeW/VH/j0dxtMbbrhheEanVbtos2JK/N7fIX0shpfGXO4Txu4LmP+rLvWiDHHWvVNrNZ9W3WBL1Xdw2uP+inmanhdyvXI+1lPOsXKQZxiQJ/rDqt9WVUa2YzZRc46Wowxloc7G7mXX4aGxtOe+UL/dco6CbE2Zbx3PNgRCIARCIARCIATmQGAueu84ysyhNSWPIXBACMzFcB6Q6kgxQyAEQmAlgTjKfICIH3f1o3L5NikeDuhHbBfz6OFG68d8HqYgcPQg4W55jsS011xzzTL6KaecMlyXB361B4KKqIcj/ChbBqVb+5EdYRvluuqqq5an6Qdp9rvYhAi0F3Hwh4g8ZGQ/+U0IgRAIgRCYDwHGFglGXPRBCfwBLsJUBT1oro1xiEY1TpRvweSBMcd4qLhukEiB8VdBYzFpuwie49dee+1wzZbwX2m8/PLLy3xrvHU2Z599tqJWtz526k3aRETcJR5K1/fBWEFjOQ+aVwV/KO8P9fVwtuetyb3lm5JfzxciBMRHChLrutPSlDmR0im3EmaWbwwv44nvtudKU3iVefTvEmPhIM3cU/3U37Y75iiDsAjhktKhHerts34d/6w+2uovLrpTe/bzp3zebZ+THYIL4j4FtSmELx4U322E2w5YSSDOVrx9LiynDbZl0ApRUx1lSEcO+eob3o+8f7ud8XyRhvdnBG8KLrQkXYLbaYnDFb/cioM7JxLH27nfE3BMwkbOlcDKywQ/5YX45F1tWS8CYD9CT9ot6SB2GQsSOmJ3CHfdddfS9kq4v8pRZp0+s8pRZpN9hnLAg7asMKUu1QfguarPeH212uCqsY7VZNR+3GmKvCOg09jo99YSB7ozhcqqLSIsnat+oL5c3l+P9Rlvw6vGYonWuC5i6VZQf2OuUgY5ijAHkq1RHK3M6nZLZeKazGU8TOkzMCENr3PS8j5DHZdMqSPqj7K4TfT+rvqinasveBk0B8POqPxjdUu+amMD+1WX2Ev6sge9Efv0009f7u5xlCFy7G+//WU+gcOFArYcfrIR9GXakTu3MOfyNqFz2eLgTBurzSckzPe0/Fwc6bmWxk2O9cwHp4yVpCm7WbvnwVGLPDB++Qpqns/ys8am0iYSr7S7cvwhfcZDD2VcHXO70TOv0epebs+Vlm/V/yivx3U76vWo+7V1HGWwoxo7Sgc/yj31N9sp90aUeex+YeyY89Ln2ritY9qq3TKee/D5A+UeC7LFPj/A6VntszxXvxGXc0A5hNOvFXrnGZp/l+OwruW/cytttmN9guP33Xffco5IeZjnUTYPrIbCsZat8bi6L6JNEzQWcr6Pb36OPuvcdeaLrXom7Z5+6H2tzOeqebdsNNdyG1HOLVTOqVtvI3DkjzmB24SxNOW4pXNxJEQAT12zDxvovymMpVUe09yDdFY57rTGJJxDlTccD1phSh8YqwfsJtfDDvr9jxyr9VvGJsczL5PmhLX73V4W4j51zlvaj7Ex2PPM51b9cUzp0Hd9lRbuUzXeMOaOBY1r1J2Cj8Xl/S1xxu4L5PgmB0fiM9/WvLSct3N8rG40Z9C9sPLIlv5EmyodZTyOPtfKOVYOnefb1lze44zZRM05SocT1SN15nzU93wMmMrDbeyq+0LK4c9Hae96iQFtnnuohBAIgRAIgRAIgRCYK4G56L3jKDPXFpZ8h8BRSGAuhvMoRJ8ihUAIhMBaBOIo8wE2ibH48dgfRiiGHoy4mEcPN1o/5jMulgEBB2nxAy8POvQnpxj/kVyiMX50HQtjD2z1IBnxYxkOHTo05IWHlwr6Qbr1A7oe4rkoQeJAFx8qvWxDIARCIAT2LwEEnxrfamMfD5M5zjijoAeUtTFOD/B5eFmKenhbImlNdZRBfIYgBPGOBBO8aVihNRZzXCIhrqs3YOs8tuyDAW8kFgc92EQIoX2l0MvT4LPGTndiUPpKQ+nqoS1jvOYAbPW2RxcnldfRd38o7+KXKWKw3vJNya/niwfkHi677LKBp4ssp8yJPC3/LOcOONNey7dyKu5ezZWm8FLealuJsXCUIegtz5QTURlB80QXXes8tTttdc5wYuOfWJJuLUh4TJq9otAynU31OdkhOUHoOhKusvqGB8X3uapsB32uFHNpvuu2RrxrAlcJtddxlFG6Ep96P/L+LTtTm6N7f6aty7bozevUmd5IrjZas9POjM8SD5WOMkqDe4Ay0B7V7iRK8zKVLxHgfIllXOAi4X0pkimvx3cJHV0cJHtIGbh/W+Uoozxr29NnlMfWijKb6DO8rZqxTM4a3rZVDz11qT7Q02e8vmptsGes89UWSgEwdSbOfm8tse+YM4W3dTlMqC+X9+RjfUbs6H/qL62xWGOV3zPX2uGYkExvXEesVgZWoYAH9aigMnmb1jG2vX1Gfbh08Cn7zGmnnTbkQfaFOR55giFB6bhAV/WFoNvrm5X6CMz3SANRokSTrbodGxtIS3VZsweyc9htBfU9BH9jIfa3ry3JJkhYr7aOw4pCzVEGR5daHTAO0DZaTs7rOMpoDkO6rfmg249VYyXlkt2s3fNIsMr1aOv0g3IuITbaStDvq7PpmBiTnjtJ1Oynx3UbLbvRO6+ReJZr8gb6cu6uvKn/9dh+zpHQtrx/kt0tx0xxpi/r98uac/c6v9lqLlD+pqq2gA3wMHa/MHbM0xgbtz0en7Hx5MHn8uyXDaNuetuVz6F0D1yWj7TlvKL+rDzVHGVUZ6vmGRonqUsfU2u/c+t6bMf6hOIxf9UYBQ/y4vN5jUW1lZqUhrb6LUG/Z2ssJF0f3xTft7u5x2rVM+n39EPVwzrz7pqNaM0tWGnjuuuua/75irrkne+w4w/HG/V9vtPPsVWrgl7gxTkufseJQenxO8LUwH0VadJe/KUvtXRWjUl65kFajHu+wpfSm9IHZKtb9aC2xligIE76rUM2jDLudjzTNdhq/KEf10IPi3XnvOU8XmNDbQz2vK2qP6XjdkPny2Gl1sZW/Q7pY3Ht/lZzpdo8SE6CtCn9Tql5TMlBeR2rG17sQ1uo3WfIcV1zfKWn7apyjpVDabBdNZf3uGM2UXOOcs6veuy5l53KQzaWMdPHsLHfaHnBB8xlZ9jW5mxe7nwOgRAIgRAIgRAIgf1OgLn3qvn3fihDHGX2Qy0kDyEQAgOBuRjOVFcIhEAIhMD7BOIo80FLkEiWH6lrQT9+uphHDzfKH7H1423tR3gJ75ReudVbu3wVm/JNimX+Wg9sEeUqfeq6DFoJxh/OtH6Q1rn68Zgf+nmY+8wzzwzX4IF2z0MwpZNtCIRACITAkSegB7Q1EQ25w3mTcQTxlMLYGCfhpsYyncN2qqMMos4zzzxzOY5pPGPr4vXWWMw1fVUcF38h6mDlFk9Tn+XQIsE9+/Xw2svjn1tjp4/DSleMdL3a1tOuffaH8i5+mSIG6y3flPy28kUZlI47yvTOiWoMfJ8cf8WS9ufzNeLu1VxJ5VRealvPe+uzBDJylCGenDGYcyE8pt+SvovrdB7lxblBYhbE9avmaRJntOzB008/vewzEqi38l/u33Sfa9kh2TR3JiAvtfhjtkNtU7bG5+XlalleN1MdZdxGcC9CaPWjlp3hHO/PtTbHPgk31EZdVD5cuPKP+yLOLR1llEYpdlUSehvunXfeOexqlUnx5cTCtRDCIgpV+64JinWethI6+j0N+5TGqaeeutJRZp0+s8pRZjd9BpEw5Snr09u26qGnLmt9AH61PtOqr1Yb9HassU5tkjZUsz0ql9tqiV1bzhTk95577lkykXi41Zdb+SUdsVM+alu1L9mDmohOcdiOCcmURk38jThX19dbjFtl0vV6+4z6QNmPyj7D7xbkgfpCMMc4ync52MgWuJBY9SUhJ7+JcA5OXRJcI5YktBxlesYGzh+rSwnKGRsVtK8mTlQcb7exv+8L/Vr2l3ZA3Wr80+9IWtUJpjVHGd7yXXOQ10ob5WqWqhs5ylDvtSDHQYndFWfVfFB2ibK0/jRWkmbLbup69FP1DdKjrGKkOL6ljbYc4t3uKm9+/+XpeFy/DxizG7JBmteQHi9JEGtd89JLLz3sxUGt/ud9SLafdCVun+ooozwwl/W5rcq+zm+2U+6NuE7rfmHVMY73jNsqC1u9db+2+re/rZ5+ORa0aqeLoDflKKOxctU8Q+1LdVhua78NUKaxPlGWmTf2q79prCLOTTfdNPTnMXuvtHT+HXfcMezSWEh+fXxTfN+ue481Vs+k39MPVQ+7nXeP2QjyUtZb+Z1xX4E+rzmGxlD2SVjOuX7fr/PKrdqvvzRMcbCBpNPjBKVz2Kof076Ym60Kq8Yk2oacf8kP7ah0NJvSB1bVg1ZNU7/RKjN+n7Pp8UyMcIikjHrBgvZrO4XFbue8q8Zg5WlV/Y2lozbmjqC9v0O2xmLla+y+gHNpn7BWW9J4rJdnKB1tx+qGPkJa2MMytBxless5Vg6u1TuXV75W2cTWnKNVj7V72ak8ZGNh2PpT/n2r+yXO6bF3fm4+h0AIhEAIhEAIhMB+JDAXvXccZfZj60meQuCAEpiL4Tyg1ZNih0AIhMBhBOIo8wESHhjzwyYPPGpBP5S6mKf1cKP14y3p6u38F1100fC2NN6Y5n8So/BgWNd00V0tb3oIxENgD/6jvb+ZTXH0hjV/K13rB2mdw4N45YuHYXoD4BVXXKEo2YZACIRACMyEgJxXsOu1wJueOeZvJhwb46655pohvh7qe5q6Vk0w5/H4jFBUIitElrytD6G23qTpIq/WWEw6/uZhhO4E5YNy8UAUcajHk9BLIk/i+dg/JFL8a42dpMX5/Cld3tLKdzj6+K/PpaisuNTw1cd3F8hNEYP1lm9Kflv5ItN6+OwPkHvnRDUG5T5EwAjNxBvhAflR2Ku50hReylttKzGWO8rQTiXwOu+885biJBcT6jyJT/1ts6vmaqscZXAYE9/WW2ZrZdlGn2vZoZpQgjzV4o/ZDomdZGu8bddEsHJi8jl7j1AbRxIxlZ3xa3n/btkZyuf9Wbak3MoGqo322GK1t9JRRraeN4XXgoRztClCq0x+ruroyiuvXL7NuFcYJ6GjC8hIW3UAYwTVbMs0d9NnVjnKrNtnJJBjHETchBid31vJvzvKTKlL8S1f5FDrM636arXB2ljn/d7rWZ/Lds9+OV6MOcpI0Obtt9WXW/nlWmIHl7Kv8N3HYo1VLkJWOXw7JiSTc25tRSp3etFcoVUmv57qdKzPyJaxao2Hss/gdKT+jn2nfvw3Ah1zIbHqS44yOEVwHg4zqifZgJqjjLeRsfkY+R6rSwSGXJeyKqjvjwmnY39F64MxstWW6BMwlsMV8fjOS1MUWEmIfdSVAp9POOEEfV1ucV4kLu2wFr7+9a8Px1t9Tisw3HjjjYedPjYfnDJWkrD6WGk3/aLcs8BDfcQ5eTzZh/IN6Yrjdvfiiy8eyk9atWt7XJ8njNkN2QLNa3RdtvRTzWO4phzcFKfV/2q2n3N0D+d2lP166U4p9hdn/bZIHmqOiev8Zjvl3og8tu4XVh3rHbdJR0HXqtWxs5VTh87zLbZbYmvyoLApRxmNlT7m6hq+1Ti56nduP2dVn/C4+uwORDgKEHT/QrvRimaK71tsA3H4w6YRNBayz8c3P0+f150vjtWz0mY71g83Ne8esxHk4aWXXhocZHkuUftzm83cFG5wKQP3+xxrOQZ6fOw8cWk7ZdAKGqvan58nO8O9SO+LHVaNSaSPEzFpuxM73xWm9IFV9fDaa68NTODC/SH3/Xz2lbG2MZ4xtjCWlS+DUxm1XcViU3NejQ01G6m8sF1Vf2PpaOUR5qGEKb9DtsZi5U02rjUX1djKPIl6po7hzwtRyrCqbrg/5HzsTRlqjjJTyjlWjilzeeVrlU0Ul3K+1KrH2r3sVB4a67jGqvtClcPHI9jT7qmnhBAIgRAIgRAIgRCYM4G56L3jKDPnVpa8h8BRRmAuhvMow57ihEAIhMDaBOIo8wE6f2jmokRiuMhJIjb2tx5utH685ZxLLrlk+PGaN0WtCnora+0Ng36ufmQ+/fTTfffwWQ9xeOtnGSRucQeb1g/Sfq4eNlMGCQJWPVT08/M5BEIgBEJgfxDgASkP9fir2XEJQvSWQ3I9NsYhEictxgaJPTkHIb/Gvx6hg8TH/mZH0qmJvFpjMfElqEIooaAVNnjzpIKLkZRvdwyV04Hil9vW2FlLlwf9MCJPiAzWCa2H8hqfr7rqqh3JSrzlHHrLNyW/rXyRmZqjjNpEz5xoR4FGvrCCg+YmvN1SYa/mSlN4KW+1rfpeOSfVW5PVb9mOOcqQtspOXMQMrSChmbeTMu6JJ564bL+rVlrSudvocy07VBNKkI9a/DHbUbM12C4YlkJ3RFgw49gURxnEjapnF6W2+lHLzlA+78/0gbGgNkp+V72lXH0JhysPEq7VBHA+rij9Vpk8TYndEROpna2yvTpfQsfSUYbjCHIpq/5WOcpwTm+f0VhVin6VL7YqC22kp8/4uIFgUaHWtqfUZa0PkHYt3VZ9tdqg51ljqARfcPcVGrgmb4VXffi9te5NW44yzFN0nosTW325lV/yIHbUy6qxWG9HxwbAphUkJKvZUAnAa29Mrzl1tMrk1+7pM/w+ALNSaF3rMxKrirG/0Vq2wOeKqi85ynidk4Y7rNYcZXrHBso8VpcS5OLcrVBjqmNsY3+dxmJ4mzl11rK/GmPoNwS1PfqygvoJczsFnC9wmvLA6glcq7TFHkeizlYcOfIrP36uPtfmgyoH1181VpJOy27qGr5l7NPcgfZahquvvnoot1ZeKI+XdlfCaPLqK/dwXhlXaY3ZDeWt5iij81WvXNOFuq3+V7P9pEU7Io0HH3xQSQ95/sIXvjDsL8dM54yt4lz+yvnWOr/ZTrk3IrMa/2u/rbaOOYdV4/YSyGKxXN1Ujsx+jM+av/CiiFbwOvNrb8pRRmMl9aE5XS0v69zTreoTteuwT45B2AkC/LXP7U95vgTxjOWMAQSNhZTPx7fyXL5rzu5zU7UJzm/dY8lpoFXP5bW8TtUPNzXvHrMRZT5WfWe1EMpda5+PPPLIsh9rXthKT44tNadKftPgGtiOniDnHc5hTtYTesYkT4e2o5dzYLsUpvSBnnrQShU4+msOxjijsI3x7KGHHhp4r3q5hvLQYrGpOa+PDbpmue2pv7F05FChOa/u7Xp+h2yNxcrj2H0BcbSyCu1VYxWOwrWwqm40L2LuUAbNk935eEo5x8oxZS6vfK2yia05R6sea/eyU3lorOu5L6Qc2HM9b/U++t3vflfFzDYEQiAEQiAEQiAEZklgLnrvOMrMsnkl0yFwdBKYi+E8OumnVCEQAiEwnUAcZT5ghkCGH0T5gdofrvFGOjmscMzFPK2HG60fb7mafmAmLb0B74Nc7PzkYsj77rtvx0EeiiiMCUH4kZZr8WCcBwgKlEMPW1zg0PpBWuex5YE3aeqv9jZpRJtvvfXWINzzc/M5BEIgBEJgfxFAhIY9R/DogTFKdt7HvrExDjGHxhYeTjLmIb7HEUJplY4yiCNworjhhhuWl0dISnwXUiFekQjGBSoaixnD/c3FPLhmfCKdSy+9dJk2wm72Ie5QQLSm/PmbaCVQQvBVimd8HG6NnS6ckkiEh6oSkOnNlcpHbcuDbeL5nKH1UF4rJriYxMU2pXi3p3xT8tvKF+WqOcpMmRMhziIN/hDKKfC2W66rwPxDdexOwns1V5rCizzX6pf9EmOVjjKUT31QbXaVowx81M9pe952xY1tj6MMwlJdF0GT9xelRZ4PHTq0dApQfWyyz4lBKZKtCSXIVy2+bEftrbk1QamEu9g4ViKABWWSzYMLv4kpjLU5xIwSlnC+29hWP2rZGV1P/Zm6lr3RMd/SRmVLsZEel7bk7UPtEDviAaGWyk05PfAWeFggnFPbbJXJz8OJRGlyPp/93kVxyR/3GEqb/RI61hxlXn/99R3plsJrldHHld4+I5GRj1XKp7ZT+8yrr7667GPcqxMoq+y7OydNqctaHyDtWp9p1VerDdbGOtLWCgUwRkDKqiYSa8mOUD8KcryoOcrg+Kh2S//0+m/15VZ+ud4UW+1jVemIym8I6kPYPpWrXIWJe3kd8/kE56tuWEVCoVUmHWfb02e0ako5x6v1GX8rNHl9++23l5dT3/S8q77kKENkid84n/FaoeYoM2VsUF1iN31cJI9qFz5Piv3dvP1lDinHBdoBdcx8k3mA/27F3IB2rfZUrsImm6O01EZ862LnUnzOeKm+5ML93vlg71hJftQ3y7kGx8iHj5fsk3i6ZsOwW/QjCfS9vHwu7S7fTzvttKGsnIcdUijjav+Y3ajNa0o75eOPs1X/K9/u3rL9chDFiYDgYmrqrhwzS87ennz+sc5vtho7e++NxmxH65hzWzVuq65oO7CorcKqOC6i5l6WeveAM4J+w3Z7S5xNOcr0zjN8nHRb7PktP4/1CeaZtGcf6znfV9HgvkWBOZzsgo9JOi5nDOJ4/jQWst/HN53n23Xmiz313NMPNzXvHrMRXtaez0oLdm6fOFdOI/67T+tenjamOQbOAB60mrBsiY7V7p+xDxKuu0OAzmltV41J2Lmybai9cV+tMKUPiF3tHlTpyTlK7Zrf1sqwqfFM6WJHuF7p4K7jvSw2Nectxwblw7er6o+4Sod24WOw2xPNLaf8Dtkai5W/sfsCxdF4qXrWalc6ru2qutE8m77k7ZWV95S294sp5Rwrx5S5PGXpsYmtOYfqsZyTqQ34qqtTeUy5L6Qc4oeDE0GONrC+5557hn35FwIhEAIhEAIhEAJzJDAXvXccZebYupLnEDhKCczFcB6l+FOsEAiBEJhMII4yO5HxsF4/IPMDKw/5+a4HYnx2IVvr4Ubrx1tdTaIq0uNhB0t889YnHpKUb5TWA23i8hCEN3LqYZHEYzys0IMlHrTyg/Brr702XM5/7OU83trH9fVA9eSTT1a2hm3rB+kdkRaLBQ+8yBN/5Y/UxJUzDewSQiAEQiAE9i8BnEtkzxERMRbqLZDsZ4zysGqMk3BAaWrLmyn5XAoCJKpkjFJwMQvjFGOj0mGLUFIPkTUW6zgPKymDBLqMjy7E9bT4TPo6ly0PPfVwGUGHxle2CN/444EweVBojZ0tAZke5nI9eCK8RfDBvMNF0KSvvLkTb+uhPKs+KD7504NrzSVKR5ne8vXmt5UvyqGH+5TTQ++cSG/RpHw+7zjzzDMHkSzzI+pd9UnZNU/iens5V+rlRb5UX16/7NfcU6INZ8YKJjqPrYvIdJ6L/jkXxwyd43NNT7fHUYb42ASlRb9gfooQkTqWcxrH9dbbbfS5lh0SexdKkOdafNmO0iYRX33G37yOKF37VX62CFx0z+DO5xJUEgfbyh/xNAdnP/NphI4eWv2oZWd0LvcoSpv2T1/Dtnz+858f9ruDma/oQR7oPzg0cr73UTkHsZ++SpkU9CZpysGYQbs49dRTl23Dxc2tMiktbXmLLunxV/YJxdFxnGUUJHSsOcoQB6c5ndfjKMM5PX1G9qsU/Spf2k7pM/RnCf/hjvBa934qA4JB7vEIvXVZ6wOcX+szrfpqtcHWWPfMM88s26TyzlYvcuCzC83leEH56S+0XfqcxmHiY2NKB71WX27lV/WispPuqrFYok/i0oYuuuii5WpBLojS3ANbTL27k4AEjdQreaN/qm7Z544prTIp79qu6jOMg/AjfWdd6zO0PTnylm1adaB5mhjQAAAgAElEQVT5EddXfbko2Z1zEWorSLDmDgRTxgbVJfwpC05F11xzzfI3CerPQ+zvB6vHtfqz8+LzqraksU7nyaZQJ/xhZyXIVHspHbQ4Vyul+JikNH2r+Rxpk87NN9+84F6C+mcf83UPvfPBKWOlyujzTl3z1ltvHfLBdZl/SjRJ3sqycR/C/prQWenV6gnht2wK5cZxglCLy/4xu6H5i89rsLXMgRj36U+aQ5Zv0lf/63WU8fs48q/2IHtX2pca5yuvvHJgBjfnD2v28dfzm+3Ue6Ox+4XWsanjNnUlETzteiw4S8pLXcDA7SdzS7fvpLcpRxnS6p1naE6kts4YWPudmzRX9QmeVZAOYxL9H9tCH1Nb4j7XBe/UgfdB5qNwYpxVHyK9sg1rLOQYHDVf963ms+ofU+6xeuq5tx9uYt49ZiPG2mHtGPML9WnqBRE+Tm7+ghRn1bqXJ22tfks63Hswl1A6zO29rolPffHn9wrunIG95P6m/KutJLZqTNL9AGMS7Yn7XY1DvkIx+ertAz31oPmbylq+PI3rbWo8Iy0CrCkb/akWprDYxJy3NjaU+VpVf8RXOrCkjMwlGPdkT7CrCm5zqXO3tZzvv0O2xmKlxVb2p3ZfwHH/7ZT+1Aqr6obfKdQuKRf3UJrT6zdBd5SZUs6xcjgfPvvcDV7YZb936LGJrTmH6tHnBORN93P++89UHp4O+eZa9HfaCWMDDBW08h32heso6GUh8Pcy63i2IRACIRACIRACITAHAnPRe8dRZg6tKXkMgQNCYC6G84BUR4oZAiEQAisJxFFmJyIeBrhwRz+C+xsCexxl+BGVc/1NdTuvtFjcdtttSxEUcfnjR2x+iPXAw1gXLRCPH135AdgfFv3whz9cPiwiDm/hVECoqIcUuhZbfvDl4bsHPZDmB96xIOEcD/V4OFAGvZ2/Jj4s4+Z7CIRACITAkSXAGzAldNA4wYNWxqoy9IxxCL8RXuMEg5iA74yJpF2KlOUog4BLgXHFRQich7AF4ZkeaCOWJUhowMNnF7JyDmMQb5j2gCMpQjUvJ2IM7mW1D2GNAg85VWYdh40/aG6NnQgcdA7juQccfcifjrOlbAhzPOg4PBTGHsqTL51DeoiLYMA+8l2GnvJxTk9+x/J1+eWXD3lg7lGGnjkRbUjl8vkVwho9/Ndx2oKLk3W9vZwr9fAiX8qz1y/71TZqjjIcd+G9i1l0Hu25DP6Gbnd4UDwJjGrtRHG0ha+upTJoS33QJzTH3EafU5/0tkDe5OzjQgn21+LLdlCOMiCCoTwuKCUOfRr7gHiLufUtt9wyiBMlQGX+q+DCQrFhi6hCAj7SK0OrH7XsjJ8Pa3dW0XXJXynYIK9l3+FeBPGvAvc9EgaSFhw9IHahveg6bOEpR0bFbZVJx7XVCgSkg0NYLehaLgrlM/sREbWChDvlGKR2vE6f0X3jmPhZ+ZnSZ7B3arMqF6uxMK6q/M64py6VXk+fadVXqw2OjXU4tWD34c89LSucsPqcyuH3s4zz2u9b6gjxVa2O4Nvqy638qk7Y9tpq4mJDNQdR/ugfTzzxxDJJ6sLj4ESoQFkl/tL5bOmzesmF4rbKpOPa9vQZbBbXof0otPoMgi+Ew+WcRWVyO6L6wg4o0HY43x3ZOMaqgeTBHWWmjA3ihlOC+rIYYotdqMb1Yn9VI22nig9ivP9pVVvSPF7zB/oxIn8c9zTXZj7CXIJ2z/jp8xNdj9+PXHCo/eWWNuTCd9U3W5wzub6HKfPB3rGyZTe5LqtcafxQ3hgPfQUU5Q8xNXFcNK5j2rbsLm1bcwy40XdbccfsRm1ec/rppx82hiOuLeeeLVvasv04/TEPExfqnLmFnIvKMbPF2V/coDFv6m+28J16bzR2v9A6NnXcxhkJPvzWvCpQdp+LiSt2mfsB2kMZ5FRfm9Nzr0kaZVtlnsJ+5qll6JlncE7PPR3xVvUJVlkp56gqN/XJOFMLXL+cl3Ie89ty/sP5GguVdm2rFUrV32tzkdY9Vk899/ZD8rvbefeYjajxXLWPOZ4cWpwdfb60d617eV1DjpaeDi8C8xeeKK7i+P0zbVT7W1vZEaXDdtWYxPURzWsepLRx2K2NcT19oLceZLvoC7Vrkf9NjGekIycYHPRbYQqLTcx5W2OD529V/RFXDhY4yGDfVIdseZmcB+xp7++QrbHY0xu7LyCeO2Dyu0It9NQN5/FbKffCKh+2kHsA/W5Ee1KYUk7OaZVjylyedHpsYmvO0WoPrd9/pvAQl1X3hdg82YJyJS3avNoac66EEAiBEAiBEAiBEJgjAe53a/e8+60scZTZbzWS/ITAASYwF8N5gKsoRQ+BEAiBHQTiKLMDx/ILD3z5wbMUeCwjbPADDxr4IZYHdGOBH1ypL94i2XpAwgNpVgZAwFKLQ7lIgx/Zaw9Tx65fHtMDG37ATgiBEAiBEDg6CDAWMY7wwHPTAdEcD23PPvvs7qQZ+xiPJbjnRARj7OMYoRQaMNZRBq1m0boYYyZv2/XxElE4bx72fTqf65JuTayhOOtsEfoxD3BH3HXS8XOoP/IqRn6s9bm3fNvIr/LUOydSfN/SdhErt+ZAiruXcyWuuU1eKtOR3NJuaL+IknHSRthW6z/kcb/0uU3zgoEEE6zStB8CNpO3JiNeXjXnp99hU0vRscrB+aTD6iCUtRawX2Np1M6p7dMbWhHCHK1hSp+hPbljAkwQ/bTG6FV1uV+YYiuYDyBc3S+h11Zj37iXZv7QGmMRvXHPTV3V4qhPkYbPb9Zh0dNnuJ6E9u7Us871tnFOz9ggRxmtBsA5jD0tm7SNfPameTTbX72hvFzVqZcN4wR9X/XYcx51jaMgDjoI+Vf9Rtc7H+TaU+qqlVfuOxgfuX+o9XfOkwNrS9zfSnuv9jOG99w7TckPtpK5A3ZwG2Hqb7ZT741odzCp3VeMHesZt7HJzBtxvJgSaNuMnzihlXODKensJm7vPGPVPV1vn2A8pR64z8DRYtX9vcpGm2a1N8TdR6rfTa3nKf1wU/Nu8drtFocvnCSpJ+zhunMbzsPe49S0F218ypikuRvzu565x6o+sFvm5fm7Hc9wemV8LlfrKK/D9yksFHcTc94yL731J+cFlY32yn1ya8zmOhwjfW/L1Dv7xs4r88j3sfsC2jncGRNa9+JT6obrMUejnbZ+k/E8TinnWDkYF1f9tjrVJno+d/N5Cg9dp/e+UPGzDYEQCIEQCIEQCIGjhcBc9N5xlDlaWlzKEQJHAYG5GM6jAHWKEAIhEAIbIcAPp/wlhMAUAjyc5Id8/vbi4dWUvCVuCIRACITAkSXAG6kRpfAgVeHxxx9fCskfeugh7d7ItnSU2UiiSSQEQiAECgIISXirNM5ACgg19cZ7VsdK2B0BifnLt1DvLtWcfaQI0FcQTbqwFXGn6rl8i/ORyuecryuWq/oM4m3eSH7WWWfNsrilo8wsC7HPM93TlujTvL0dQaevJNRbNPo8vyFxn3BQAvdDlLlczeyglD/lPJwA98K0CVY3OIjhoPSJg17Pc2jbB3FMatWLVnl+5513WlH23f7e+isdZfZTQVi9hvGAVTdbYY51UytLbGKNSvaFQAiEQAiEQAiEwP4iMBe9dxxl9le7SW5C4EATmIvhPNCVlMKHQAiEgBGIo4zByMduAnoYwRtFE0IgBEIgBELACZx55pnDw14e+B533HHD23L5zN+XvvQlj7qRz3GU2QjGJBICIbCCAKtIyJYhFEb0+uEPf3jYh2iYNyAnrE9A4hlY4oCUMH8Ct95667LPHHvssYvjjz9++R2nDd6On7A+gal9BoelG2+8cf0LHsEz4yizXfhT2hIrupx++ulDX6Zfn3HGGYtDhw4tWDmSe4DzzjuvmdmLLrpowYphU9/G3kxwBgdYXQHb97Of/WwGuU0W94IATte0CVYmOIjhoPSJg17Pc2jbB3FMqtULK48wNl944YW1w/t2X2/97VdHGVao4b6X3xdYJbEW5lo3tbLEJtaoZF8IhEAIhEAIhEAI7C8Cc9F7x1Fmf7Wb5CYEDjSBuRjOA11JKXwIhEAIGIE4yhiMfOwmcP755y9wkjlIbwLthpOIIRACIXDACfzmN79ZXHDBBYsTTzxxeOv0McccM4wZPBjdRkBkxJjEg/KEEAiBENgWAUTmV1555eLLX/7y4uMf//jgJIPQ8dxzz128+uqr27rsgUn35ptvHmz5DTfccGDKfLQXlPGZNyUzRuMY89GPfnTBW5ER1Puqc0c7h22V7yD1mdtvv31oR3E22E5rWqct/e53v1vgwET/pm/Tx08++eTFtddeu51MJtUQCIEQCIEQCIEQmEjg8ssvH+YqLWeUicltLDpOysyhzjnnnI2lmYRCIARCIARCIARCIARCYDcE5qL3jqPMbmo554ZACGyUwFwM50YLncRCIARCYMYE4igz48pL1kMgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEJgIoG56L3jKDOxYhM9BEJgewTmYji3RyAph0AIhMC8CMRRZl71ldyGQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEwG4IzEXvHUeZ3dRyzg2BENgogbkYzo0WOomFQAiEwIwJxFFmxpWXrIdACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACITARAJz0XvHUWZixSZ6CITA9gjMxXBuj0BSDoEQCIF5EYijzLzqK7kNgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgRAIgd0QmIveO44yu6nlnBsCIbBRAnMxnBstdBILgRAIgRkTiKPMjCsvWQ+BEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBEAiBiQTmoveOo8zEik30EAiB7RGYi+HcHoGkHAIhEALzIhBHmXnVV3IbAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQAiEQArshMBe9dxxldlPLOTcEQmCjBOZiODda6CQWAiEQAjMmEEeZGVdesh4CIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACEwnMRe8dR5mJFZvoIRAC2yMwF8O5PQJJOQRCIATmRSCOMvOqr+Q2BEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBEIgBHZDYC567zjK7KaWc24IhMBGCczFcG600EksBEIgBGZMII4yM668ZD0EQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEQiAEJhKYi947jjITKzbRQyAEtkdgLoZzewSScgiEQAjMi0AcZeZVX8ltCIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACIRACOyGwFz03nGU2U0t59wQCIGNEpiL4dxooZNYCIRACMyYQBxlZlx5yXoIhEAIhEAIbIDAv//978U///nPBdu9CFzrX//6115cKtcIgY0S2Ou2Sz/Zy765UVhJLASOYgL0S/4SQmAdAmk/61Cb3zl7Pb+eH6HkOARCIARCIARCIARCIARCIARCIARCIARCIARCYD8QmIveO44y+6G1JA8hEAIDgbkYzlRXCIRACITA+wTiKJOWEAIhEAIhEAIHm8B3vvOdxf/8z/8svvGNb2wdxAMPPDBc6xOf+MTKa/3nP/9Z/OUvf2n+vfHGGyvTSIQQ2BSBKW13U9f89Kc/PfSX3/zmN5tKMunsIwJ/+9vfBvvGthXefvvtIc42HBnffPPNIe333nuvdfmN7Fc5W/b8nXfe2XEd7k9vu+22xU9+8pMF/a5m65X3I+F0SV0wZvI3VncqlPLaKv826lbXntP23XffXfzjH//ozjJzhIcffnhx6623Lm6++ebF/fff3+XwyzXuueeexYsvvth1LdrYo48+unjooYdG4z///POLX/3qV4ubbrppceeddy5efvnlavyp7aeayGKxkG2AWyvQPu+9994lnyl8W2nOcT99EFuCTfn5z38+tJuaXdl02bY1v/b58apyyP6+/vrrO4qn/bJLpLOXtqin/dK26as//vGPFz/72c8WTz311I4y9H6hXH/4wx8Wt9xyy+LBBx886pwc4aR6hOtY0Hj01ltvjUXbt8eoS+pQffnxxx9f/P3vfz8sv/BY1TcOO2nNHWLKNcf6EHMt1ZPPXbz+OE5f3UtH3J6+2ELT07c+//nPD2VqpZH9IRACIRACIRACIRACIRACIRACIRAC+4PAXPTecZTZH+0luQiBEFgsFnMxnKmsEAiBEAiB9wnEUSYtIQRCIARCIAQONoFtCflqVH//+993O8r89a9/XYqRJUr27Yc//OHaJbIvBLZCYErb3VQG4iizKZL7M50LL7xwsHHYspZo9ctf/vIQB5H3psNetS+V0+23f0a8TMBh5rTTTqva/XPOOWdH8T/+8Y8P8XCo2euAMFT573GUUV51TrnFweKghvvuu29B3eI8Ky7HHHPM4owzzliMcXnllVcWn/rUp5bn6Nxjjz12wbEyPPvss4tvfetbi+OOO255DsL7VmD+cejQocXJJ5+8+NCHPjScc9ZZZ1WjI2z2/CsvbM8///zDhNNT20/ton/84x+X+cI5pxZ++9vfLrAtnh/K8rvf/a4W/ajch7PSiSeeuINByYOxfVthW/Prcn5MG2wF2XnK/eqrry6j1ewy7eXrX//6AueDbYae9ks7/chHPnJY3X3xi1+c5ETwpz/9aYFN8XqnnE888cQ2i7inaWMDVD7K2go4lCjexz72sVa0fbv/hRdeWHzyk59clkFlYetzAbexe+Ec6GP8HXfc0eQne1Dm1+vPy0Rb/+Uvf9lMbxMHevpi6zq9fYtxmfb25z//uZVU9odACIRACIRACIRACIRACIRACIRACOwDAnPRe8dRZh80lmQhBELgfQJzMZyprxAIgRAIgfcJxFEmLSEEQiAEQiAEDjYBCXf2YkWZKc4GLgRENHvuuefu+CPf2woIq379618vfvGLX2zrEkl3ZgSmtN1NFU0C16wo00d0bv3WhcotEb4cZVgtY52AGJgVFJ577rnDTj/ppJMGwendd9992LFN7lA5EfCWdpzvjz322HA5HCYQiSJixqmBVTmuuuqqwQmh5CNhKmXb6+Ai3CmOMieccEK1/C0nqU2Ui9UYWHGlJ5+buF5vGjD89re/PdQ3wueLLrpoGG8RBbN/Vf1KLP2lL31pGKtZXUD7aNdluPbaa5dtS0LkMUeZRx55ZIiv9si2bIO6Br+ncPzss88eRM133XXX4Pyj69CGPUxtP34un1mJwB1+ao4y9Huuj2MMq3GwAoPmeuxftTpOec05fmfcVB189KMfHcpP+2Jed+WVVy6OP/744ThzvW0FMd/0/Nrnx5TxBz/4QbUIOAqJAVuE7QqyywjY6UfulEK7GXNUUxrrbHvaL44/clD75je/uWCMuu6665aOX9dcc03XpeFE3VN2xhqcb773ve8N30m/Ni52JbzPIpWOFqyeUwvYPLUHuMwp0G7k8MT48MMf/nBx++23D6uh0nbdnruNra02s+lya7yCLaun1AKrQKktEs/nLqo/2uRXvvKVBY4lqie227oX7emLtbKwb0rfwmmTcnzuc59rJZf9IRACIRACIRACIRACIRACIRACIRAC+4DAXPTecZTZB40lWQiBEHifwFwMZ+orBEIgBELgfQJxlElLCIEQCIEQCIGDTWBbQr4a1SnOBi4EdHFfLd1N73vqqacGUc/chGSb5pD0PiAwpe1+cNbuPsVRZhq/ufVbCZUliMSpoQy7dZT5whe+MNgyF5GW19j2d5Xzq1/9avNS//znP5fCUBxkysBxDxKmutjUj2/zs4twexxQjmReJTbnrfH7JVCXOA3R7r///e9Xs0UcVmMhTuko+OKLLw77EUcj9FVA9K6+pH3acozfPRArI2Qm3lifePPNNxcPP/zwkD6CbOK3HGVw0Kut6IEwn/PKlRumth+VQVucyFROtjVHGfHFQcjD1VdfPZzLSjlHc6BO5Pjx2c9+dhB118pLPRN3W2Fb82ufH9MGWNGoFnAI8rbic2nZZVaQUZCgnXNafVNx1932tF8c38gDK4x5uPnmm4f9vYJ7nGtIB0cgD1dcccWwf2xM8vj7/bMcLVTXF198cTXLsgvEm9v9DfZY5StXJsGu+1hQLfwWd2qMV/6wK2XA2VnH2frcRfXnY4U7i/W29/Kaq7739MVWGlP7FqvjUG5f+aeVdvaHQAiEQAiEQAiEQAiEQAiEQAiEQAgcGQJz0XvHUebItI9cNQRCoEJgLoazkvXsCoEQCIEDSSCOMgey2lPoEAiBEAiBEFgSGBPyISDkTbaIaS644IIFIrUxwe177703vFEdcR6rAyBG++lPf7rQG31bzgaI92655ZYF4jhEpAQXArq4b5nx4gPiWQQ4iP8uueSS5SoFRbTh62uvvTaIZC+77LLhLdOISSU2RWwvJoiMyRd/Tz755I6kyBP55Xq88RrRU000jaCL8xH7Urb77rtviK902b777rs70uaLztvkag+9eX788ceHPPNWfdoAb2E/77zzFryl3gNv5/7ud787tA3Kj7gZJvz1itZef/31gc3ll18+1AVvdy/PRQQHJ1ZGgOELL7ywuOGGG4b4vC2/Jkojn5tqE6RVtt1nn312eKM1Ymjly9noM+fRD4hH/6m1EcUttzVHGfoSLGoib67FMeb3ZRhr8x6XcxHI0n/ZwrAM1BHXeeWVV4b2wXf6AStBtN7QTp3ecccdw9u/ebs+bYp6nRKwPTfddNMCYS/tzgV3vf2216ap/5X9tnyzdw+vVhklVJZ4EuFqKdpuOcr09BvaJQJq0kfk732IPHk98p3+TJynn366mmV+7+O457Gn/CrnmCiZfiEOPatdSJjqYtNqpv+7kzfsX3/99UM/ZEUB1WvrHPoS7Z+2hn2n77I6A6Hl6CD7ByN3nJiS15569Ty38vnGG28MdSWmrMBAvhDCe6APso9VT7BRrEyhFX7KeJwvW0cbYdykH2KLOCY+fh6sGA+YBygcOnRoqOueekbgjnjYxwTaHOVifPa2iH1gP7zHQo+jjJ+/ylHG4/pnHN/EHw4KZfvpHc84/9577x3SZGUF7Cjpa+5SSx9WHhg/lCevL/oHdYgYvSf4HIG6IV/0E9qZjwG0Jfob43trhZKecRpbT/6YP5WB8Z9jrC6hoDkcZaVP9QbKwjyHeQV9H8eisTkvfInL/Bg7h41xhsoHdUW9P/DAA8P8khWUsLe10DNWan4sRzjKWdY1fZu+43F8Li277I4y5Ef2qlwJqZbXqft62i9pwpQylatDYWvYD+9VAd5yluK6HhjfSYe/1vzR42+yvffY+KntXY4WqmtWZXObQ1mYr1Fexak5yvS0vXI+7mOBM2POSb/k3oGxgnjcR7GvNsbQfsfmnnLiIv/vvPOOX+qwz2UeFYH5Atdv/bHyVhl65vDqM2JL+y0D8x/n73MX1Z87ynC++uiJJ55YJrfr7719sXahdfoWtofys/JbQgiEQAiEQAiEQAiEQAiEQAiEQAiEwP4kMBe9dxxl9mf7Sa5C4EASmIvhPJCVk0KHQAiEQIUADyTLh+qVaNkVAiEQAiEQAiFwlBJwIZ8XEeEkoh2ELeUfwtcyEB/xZhmX7zgVEBAc8d3ffv32228vjj322GE/eVGQEJD4Lu7Tcd/yxvDadcu3SHMOAjSJmfwchGUEhFq+X58RgSogcKqlgfDMRZLE9zJL9ESaiJKVRim+5zycfYiHk8UmwpQ8q02Qx0996lNLHjg3EBCEI7wXG209rgvFW/lHPKdzfQtHOVdxLqIsHcfZQp+1RQxZzmc32SbIg9cj7V/X1pa69YDgEH46ri195NVXX/Wozc81RxkXO5Ynnn766cP1SpHeqjavdGrloo2W4mTlC/G7HDFUPraIUD0gmDz++OMPY8FqJ6WY08/zz953dC31WeL19NspNs3r26/NKhcKvbwUv9wqXe8HpQC45ijj8cWCbdlv/Jh/lshU9agVO370ox8NdVRbbULtDua0bUJv+VXOMUcZ0kMUTT4RUpZtqGQnYaqLTcs4fKd9yaHAGfCZt+uX18HBhLe3l3H5rn7l9kiObwhzzzjjjOE8RK1iRB5689pbr6S5Kp8IkWtlwEYrkEbLTiJuxs4reJklVid9xm45npSCe86lbRHvM5/5zJAUto/vOE4oIFSn3WNLaF/YSITMhGeeeWaIT1tTgLUE8PQP2jP5+8pXvjLEVT0pfrlVfmvOhmVcvq/rKIPTEWV15qTnLHvHM86jvuBDmjgG4qTE59JRRn2VYz6Oqmya17nTlFYeoa/2BM0RiK+VArie/pjzySFK+9h6PXKdVvsr5260B6WDHfegVbPcsUNzkdKe+nnlZ68XXUvbG2+8cUd04l566aXLPCkeW8+7c1L79Lhl3fWOlZof0/9kN71PkVkc0bgWdldzTZ9Lyy57v6W9qI2V4/4OAGt86W2/JO2rQ9GPCNgJ2dLScb2WHTnOwcBtmeLqvqO2kpviaOv1uJv23mvjp7Z3OVowL1ddl45YWk2K1WZgUjrK9LY97yflWCBeOISpHXl7V/0xN/bQM5fghQIqG+WsvWBAaXoeNUZzrJYnz5/na8ocXuVSn2K+64M8KTwAACAASURBVIExirxjezX++NxF9Vc6yjAXI3/Y+k2GKX2xdt11+5buA/SbQC3t7AuBEAiBEAiBEAiBEAiBEAiBEAiBEDhyBOai946jzJFrI7lyCIRAQWAuhrPIdr6GQAiEwIElEEeZA1v1KXgIhEAIhEAIDAQkAENMrIAACREVAh0ESQgvEanxVn2Jih599FFFH97qrvhsEWgRn7cw8wZ6iTVdfM7JiNcQFZMmImMPEgJyzMV9HkefEfUipuPN5G+99daOfPrbwBGXKv+ICxHbIRi6//77l6tTIBbDcYV4CJsQZfIn5wbeiqw0ENBSTvJHHtiPEMuFWSqzzvna1742rORAmhKslW/NdkGYyk6aykvPFqGYwtQ8q02IAQJMRLXKi5wS4MN+nJ1gKLEY5/U4ytCeaHeUh/IhzJQQzkXMLnojbcRjiMyoJ7W78o3Lm2wTcCzrkTojD6y2JE4ujpfTAeJvGPGWegnwXZiqOqptS0cG4kgEDacy1Bxleto86dAXVA5Eiy+99NJSCIxw3duT8qX4tA8E3xKe0i88nHrqqUPaCEzJDzzkVFdzEvNz+eyiWVY5oq1gf+68885l1FX9dqpNK+vb+y0XncJrmcnig0SVOKCpvcDU32pec5Tp7Te0OZxBSJN2KruhulQ9ylEGW0hc/sr+K5vAqkFTy69yrnKUkVMF16d9w8T7lOOTrXGxqR/XZ5wmSA+7TPq0HZwvVHb6pAcXQdMP4ICok/YtcafbI9IjiA99AHvooTevvfVK2qvyyUor1LfsKX2F777aB4J+2OCYRFthnGbslhMKdl7By8w5sn/EZ2Ui1VkpXpbNUz/H9pG+VoJhNRVsOPaAlUdwSCUteCogrnUBM/txSCUef5xPfvhMW1sVJFT2MWbsnHUcZSif7KGXheuULHvGM5yDJJqWI1DLUYZ5ldhQN2WQWJz2poANoj2s6k+Kr/au6+DQi8PBcccdN1xb18A5BHsvx1o5TCmd3nGa+GeeeeayvtXHJNTHMcZthdp9bx2TPvVCO6KtMt/DiY6V1dTGlGe2OM6o7Dg1M14yP6KsvnpJyYlxhL4o5x7aoofesVLzY9qYGNAPaCcKyjtzM/HQHI44ssv0SfJPu5KDEed6IF2NHz1b2UWlMaX96hz1OzjTbqbMGUgDZw3OpS3Wgu49SuetWtyyHtdt71Ns/JT2LkcL+pP6Gn3PgxzkmF/U2nRv2yvtl48FXA/bp/5PGWhzzFvljMe13Z5PmUtpfCANykN/qwXPo7dF5p9l+3VHWp9Tak7WM4fXGM+8lLzxR59SwKawDwbq+25rVX+UiXtK5hsan7m+nJtJ70j0RZVD23X7lljDNiEEQiAEQiAEQiAEQiAEQiAEQiAEQmD/EZiL3juOMvuv7SRHIXBgCczFcB7YCkrBQyAEQqAgEEeZAki+hkAIhEAIhMABIyABmDvKXH/99YOoB2GaC+9Ao5VO3DFBjhMIgXBWaQWJzxH+ECQEQwRXvvFZQkCJjspt6xraj2iQc7imwimnnDLsQ4zkokod11bOBaRRBomcSiEh8RAcc01/s7nKzH7eJu2BeZjK5QJGBFTsJ78KiFAVt2frwqqpeVab4DoIojxQTxJdupCaOIiklbdSaO9pjH3WW9fJg4KL3tjvbRLHCV0T0fVY2E2b8HrEqUt5YCseYkXb0j4XKqtdkV/KtCpIzC9HBuJPdZTpbfMSj+O8pUAeVQ5fKUn54hiiQwUJW902IMBX/SAAVJAIEZHlqoAYkjQQX5Z2ws8V31q/nWrTvL7Lfss1p/DyPPpnCZURqcNab9vG7srhoOYo42noc63fcEx9vyYYVz16+1J879vkTc4TL7/88nDJKeVXOdUOfHvdddepCMMWZzmJbImHEFwOKh5RwlQXm/pxPns/lKOG4tAWlQ85JuHYqX01XjoXHoqHCFdvwyff9M8yKK86x7fucFqex/davfbmk/PVf91hlP3eL33s4ZgcljhX44iXGecXvivAWXXG6lUKbqvee++9YTcscNpSIC3GY4mZGTfg42/QR/jtNoVzuaYcR8STNuqOQLpGuVXbHatjP0d2jXz0BMYEic7pyyqbznWWveOZVqfBQUqh5SjDceZUcHEHZPKlsnCMFSbWDT5H8JUr5LRB+j4P8hUIZNta166N08R15yPsFO1L7dvr3fs2TiK7Cdg7tS/aHMHtytlnnz2avHPSKkmc4P1P6fq+VWOl5sfYR9qX8qg5CIxhA0ufo3hfb9llt/0qHP1X1+jZlg4MU9sv14WB7IquyXwBZ/ieIOcEGNWCnA17Vm30etx0e6/ZePLb296JK0cLHGXIH7zcfmuejA2TY4rPk6a0Pbdf5VhAXnQ/yPXVtsUfR1vy5o4yssc9c0/S0VxObQJbMGZjy2PKC1t3uHR75X28Zw6vMR5nY83jcPxU0MpZ2BPNsXzuovpTmbQlbjnnPRJ9UeXQdt2+pbbhvzcozWxDIARCIARCIARCIARCIARCIARCIASOPIG56L3jKHPk20pyEAIh8F8CczGcqbAQCIEQCIH3CcRRJi0hBEIgBEIgBA42AQnAXLiCuBKhDitFlEFvzEUEpaCVLBD1jAWJz3GU0XURkiL6K4OEgOQDcRxiKv0hQq0FBEUIAR977LHl29zvvvvuZVSJ7hBajYUxwb0E4y6WU1qHDh0auDkHlbkl1tMbvF1UJaGVC9gREPM26p4/BJkuZJ6aZ9WNi9lURl/dA8F2GSTwmuIoQ15ZEQTuansupnZhXk30pnotxZnkbVNtQvVYc7JSHaqt4bAjDjiEqM60ugXHtEJRyc+/1xwZXHzucfmsfqgVB9gnNqvavOLxxnvlly3lJb8ugFe+fvrTn+7IghxaWFVAwZ0IPF29WZr0VwUXAmMvcCwpBZikMdZv1a56bZrqu9Vvp/BqlU9CZcpD8L6l9j/mKLOq35CmRJk1pwDVo9sZCTa93KpXd2qaUn6VEzskG66tyu6M6BunnXbasg8x1ngeiSthqotNPQ0+47SpfihHDY8jRwu93Vxtleu5/fRz+Oz2iPzrGjV7SHzllXFP5dbWBf66zqp67c0n6VEW8lc6yigNxpoyIKxXmehTBC/z66+/Xp6yXAnGHVokitbcQmmoLaq/IqJXqDnK4BDiom7SkfAYoTYrYii/bN2pT+n6FvbEUz78WO2znEt6HGWwSzhPkD59qDYOigNxesYznBGJCwOtpEI+xxxlWDWJc/iDEXZPtlz7We1v3aA5An3bg0T6tHkPjMO6rlYYLI+Pzd0Ul/6iNq1tOba5owx2fJ2AkwL2A0cb5VsOPj6+43QwFsQJZwgPpF+mqz6JbV01Vmp+LDste6k5G89mSJ/rE8Sq5ijD/IWVOrDvypM7DXA+NoF5pedr7DOr8Sis037pN5q34pyvldHIH3MAHBJWBTEgfi1obCzLWouretxUe8cGjM15lYee9k5cjds4ypC2xufbb799SIp2ATv6Q81RZkrbc/tVGws0Z8HulAGnY/Khdspx5bVn7qn0cPzRiwnUJtxR3vNYs7Gkw5ioa/PSBg/ex3vm8BrjaZf0C+WJNDWmMd8iqN353EX1R36w62JIOsTHXijsdV/UdX27bt9SO2O1nIQQCIEQCIEQCIEQCIEQCIEQCIEQCIH9R2Aueu84yuy/tpMchcCBJTAXw3lgKygFD4EQCIGCQBxlCiD5GgIhEAIhEAIHjIAEYBKzUnwJ/11wLywI7RDv8Ke3Xiv+ZZddpmjVrcTnOp8tAqFakBCQOC7uq8VF0KjVaTxtPst5gTfj61jNocLTlYDXxbkcRyipNJhDlQHhE8clXuS4yqxVdMpzJBziWgigJHBFJIjYa7dhnTzX2oTyIdE8wsta/sSnJhBWGtoi/kKgKbGazmUrRwHirhK9SaTmjhubbhNj9aj2r7YmRl6e8nNLVC82bGuODFMcZXrbvMcr86nv/pb5Wr7I71133TW0f3eUoX6VRmvrZW59hr/EvqSD+BWHOA+tfksc1VGvTRur76m8PI/+WQ4k7iwiISllRGAswaSvjNDbb7iWRJk1p4BaPSJoF2e1UaWhfE4tv8r51a9+1Yu/8jNvclde2JI3BfV5F5vqmLZqj9iXWkCYC+cLLrhgOKy2SlsZC26P1KaVRu28nrxyXm+99uaTNMWvdJRRGi3Bqpwq7rzzzqFIXuaa8Pj5559f9nNsFA4jsutyBpLjkvqtxkutgsGFJCpGLKyAo4qL3bWiAM4yahM4xyjPlLkm4FZ623KUgRE8aRP0rZoDMHlYxVLtReOZBOHMK3CI0B/fuRbOTuwr50nYQ9k94pEudk31wud1Q2uOIEeZcr7TcpTpGafLPGpVApWdeVMZ1O59FZcyTu37vffeu8NhhGvoT44yPr67gL2WXouTz8uUrvqkrlfb6hqaH2uu6atAwRonBc6HL0E8vI3ILuNopoAjvOKS902Eddqvxpwrr7xymQX6g/Lmc4xlhOKDVgtp2X+tulQbG4uklo79fp9EnKntvdfG+/V72rscLXCUIcgRmXaAkyjcdE9Rc5SZ0vZW2S/ZHJ8zqjya38hRZupcQumwJR+8YED9BMdXhVV5ZAyT/cRWl4603seVfrnV/IhrymbjKOOOesRR/XGvR1Db9rmL6s8dxxkLsaNclzxuIqzTF2vXXbdv6WUBvtJZLf3sC4EQCIEQCIEQCIEQCIEQCIEQCIEQODIE5qL3jqPMkWkfuWoIhECFwFwMZyXr2RUCIRACB5JAHGUOZLWn0CEQAiEQAiGwJFAT8unN0jWhkwtiJfDTm/klflomXnyQ+ByBkt4Ij4jtpZdeKmIuBpGphEku7isjIkrCyYS4iG9Y+QJRsARBcl5ATKn09JblMi19bwnuXXyFiL0MiDK5hr+lX2UuhaM6F8GW8oUY/vzzzx++X3HFFYoybLke9dL7p7pZJ8+1NqHMSCBFnmtBZVnlKEO+JBhDBIaACu4XXXTRUP4pjjKqf4TxhG20ibF6lDBQbQ0huDhQb7U/BIKrAlxIx1fTmOIo09vmPd4vfvGLan5deF7LF2WRY4KLWK+77rqhDJxT47DqjfzOiHpFOCuxLGwkwideq99ybKpNG6vvqby8DP5ZQmU5oHAMBwOJIxFfSngvR5kp/Yb01MdqYuBWPeL0AVtskRwXsNNySphafpVzqqMM+edeVX0J8aqChKkuNtUxbVfZKjkhaZUhtVV3ylBavnWbevHFFy/z5/3U4/fkdUq99uaTPKivlI4y11xzzZDvU045xbO6/CxnCq2c5mWuOcpwotoTfVQr7SBGV6D/e58lHt9xDlVgJQr2uUifz6wooaDVJXCk8oB9UHnH2sU2HGXgw6oh5J3xf8yBYhXLcjzTd9Ie+3v66acdx/IzeYENgdVclEbZJpYndHxozRGmOA70jtOeHcpC/1QZaKc+NimuxmQciHqD2wscB+jPGm+5nuZUPr6vmue0OJGWyqB01a97xsrSUYZxQ21fK1r4PFTHfC4tu+yOMrCSmJ12p0D6vXNP4skZjvOntl+cFsSmdDZjjqVjXhbl07ccV1wx9uPKF85Rq0KrHqe09yk2Xvnpbe9ytJCjzBNPPLEsu9qDxrmao8yUtrfKfo3NtUpHmalzCXHxrdorda0Vt8byqLZMfBxTZBs9Te/jtXkr+3wOrzFeKx1pjKGPySFH46bmZD5Gqf7cUYb8PPvss8t6xBYRlP/e/ribvuhM/PO6fUv17/d3nm4+h0AIhEAIhEAIhEAIhEAIhEAIhEAIHFkCc9F7x1HmyLaTXD0EQsAIzMVwWpbzMQRCIAQONIE4yhzo6k/hQyAEQiAEQqD6pmQ5a/DG/TJI0OMiOr29GAEjAqVWcPE5AjCJGREHvfbaaztOkxAQMdOYIO7b3/72ICRCpOpBact5gWMSoJ9zzjke9bDPEtwjwiyDRE8uclIcCQ/POuss7Vq5ogwRiU85v/jFLy7FjmWZEXHCvPfP35A8Nc8tUSB5lXCe/PoblTmGcJn9/K0SkEpgSN0j/FLQm61dSDUmenNHI5y4CNtoE952lVdty7bmeWqJl3Xu2FbCcxfgu3DXuSH2gyXsEQ4q9LZ5OZbdcMMNOrW5reWLyDVHGfJOntzRoplw5wHKKua0VYWxfjvVpo3VN9ebwkv5K7eyF+4oQxwJWdWX2MpRZkq/IS2JMvU2c89Dqx7p11wTcTUre/D50ksv9VMnlV/lXMdRhovyJnzygMhSQcLUmh1WHNoJ5/FX2lPiKA05EamtEl+iVKXl29IeIU7WdXx1FJ2j64zldUq99uaT60sg/8ILLyg7w1aOLKUwl4POTRzKMu9I7L9f4AgHxqgTTzxx+IzjnYLsouyZ4rvDi+YSl1xyiU4bnGp9xR458bjjlCLLAZdxpBUkYla9t+JpPyvaUC4f13VM26uvvnqIwxxIgmgdK7djLMWI62k8Q/zNfKj8k6MX5eAY6a4KEs27A9Oqc2rHW3MEtePSMbi2osyUcVp5OPvsswfOrCCoMQDHqbLsV1111RAPjojaewKOJcTXSj6cU3No8Try9l27RotTLV31656xUvNj5nYKOKqTf/35ajqyA24HZZdLRxmfx0n4z1yjd+5JPLeDU9uvO0dSTg/ed+QY7cf9M04YcqoqbYUc/uGyqr+SZqsep7R3xe2Z86ocve1d92VylOF8lV3tQfZE8wvqSWFK2/M6qLFTO2Q1Gw846cnJ0V+qsNu51Msvv7xs89wnEcbyqPxR92Li+eSz9/GeObzGePUXno2KO1tstYLmZD4fUP2V47HnQ/PEveyLynO5XbdvYWvgUZuPltfI9xAIgRAIgRAIgRAIgRAIgRAIgRAIgb0nMBe9dxxl9r5t5IohEAINAnMxnI3sZ3cIhEAIHDgCcZQ5cFWeAodACIRACITADgI1Adh99923FPm4sA6xo8TVvElfQQJ1BDAIFD1wjt7mXIrPEeRKzIWw0kVXEgKSpufB0+YzzjzEYeUFBeJLXO1CxptuumlZLsrowa+N2Ik0+Svfui7hOCJNd0bBMURiRBf+lmX2a+rzgw8+uLwe12y95V/xp26n5rnWJvyaEiMjDkOY9uijjy5wbBEztv6WdxggXOZPzFj5h3iIQuXwwRuaEdex352ZXPTm4jLyxKpHxEdsp7CNNjFWjxLsulOWVgJBkKz2r/yVW0RjsCmdVNTXJCznPBhRXv7odwT6kcSG7HdHmd42r7dyUx8Sx5f51PdavjhWc5QhvwgyydeYeF1p046I58JW+pb3T+LSPkjTnS/G+u1UmzZW31x/Cq9W/UqoLAGkGLCViJwy8idHmSn9hnR0jZrIv1WPnCfnOl2/FJROKb/y4HXlZeUzbRjmCDA9+JvdERorSJha2gMd15b+RxnIgwfal8ompz7aqsYNbLD3W/KlNuj2iH18Z+UK0mMMUL/U9XryOqVee/PJ9XXt0ikE3hqvEOl6uOyyy4ayYFNUH2WZPb4+4/yqNMVC9l5xsC9aqY5xmngIh1lJxm0VgmrmDlrlw9+Kr3Z76qmnKtlh6/2f36ZbYdOOMi+++OKyLd1xxx2tyy73O8uy/dbGs+WJxQetYFPWXxFt+RXessXel4jAGPzWW2/tWCVheWLlQ2uOIGeAHkeZKeM0WVAfwTbRBxin1N60WoaySt9VWdlKQK/jbIlDv5AjTc3RFLsrO0EbVdD4Ttrl/FR2grgtTlxb6crOTBkrNT92Rxn1FaWr1TXIhzh5XmWX3VGGvMvJrXToUNk3tW21X2fzox/9aMfl5NBBGWW3idAaYzVOseqlbBnx5SzhDng7LlR8adXjlPau9tsz5+Xyit/T3uVo4Y4yWjUMVsxRFWqOMlPantsvb+tK39shzq383swcR2MR+XFHGdXRqrkncxDSKoNsJukqP608/uAHP1j2u/IesExXfbxnDq+yyVGGNqw+R77cqavXUYb2ylyY8/ljnNlWaPVFrlebk7Nf9Talb2leKU7bKk/SDYEQCIEQCIEQCIEQCIEQCIEQCIEQWI/AXPTecZRZr35zVgiEwBYIzMVwbqHoSTIEQiAEZkkgjjKzrLZkOgRCIARCIAQ2RqAlAJNICPEScXCAkRiffS7CIzO8AV6CHoRFF1100VJwd8899wz5rYnPEe5JnOyCJAkBSdPFfWXBEcjpugh2zjjjjOV39vOWcAkhEU/JqYFjlBGhnMrlol53BrnuuusWEuq6oIzzeJM8onaYkCZ58FArsx/XZzkMkYY7Ruj4brZT89xqE8rDM888sywv+dWfHHL4LsEa5+ht++znrdIERG86D1Etolm1A/bDUwJgF71xjLo5dOjQ0kmKfWpjpL2NNjFWj2pT7iiDiFNtAsEpYjP6ECJt9j/33HMDB/6ddNJJAwvakwcJwsv2cPrppw/xEeLpXD7XhL69bZ54ciogLfoF7Z7+RLqsRKDQylfNUYZztJ964lw4wAMxPGl7IA5/vqLErbfeOuxjFQFEkRJYE885kk6r33Jsik0bq2/SmsJLdVTWr4TKNUcZbJFEhZRTjjJT+g35dNEq3NwZq1WPnOfiU9pFGaaUX+Ucc5ThnpRyIjwn/o033jjUs8Sm2HE51JEXCVNhhPC0/MMGECQKJm3iUC6tLsQ+2rgHX00Bm0w/YKUv+ixtlkDZOZc/2TmcOtT2iMtb7hWU19IpQsfZTq3XnnySLkJl8kmeGKdkUzkmoSvHYQILnE9UNncuqJXZ86/PemM8aXgf1nFE+PR7BbVBXRNG1D3fVfe0Bw933nnnMo+0C+qUssn+wVvOBzqP/kz7508OFLRr7StXtHv11VeXx2TfSV/xfcUMH/eIQ7vxv9JpxFlSzlXjmcpQbsfEzTjskC4OJLfffvswBmt8dTG90sQmk5eStY6X29YcYYrjwJRxGpG42gPzDwV3eHPnSo6TF51D2Zib0YevuOKK/5+9+3y2qzoTBv9/TE3N1Myn+TBfprqmp6bf6TfMvHS33d22wcbGFhgTLDAmG4wxYILB5JxzDibjlggGBApIQjnnnHOWAAl4pp6tXurN4aYj6V6dfe9vVZ06R+fsvfZav73O2vuWnuesaoWH8ln5TtTvHfN1bp/7lUee+3IvWk/SyXpybstHnv8ck6V051RPBqmP1b5eK8v9cc5/pWRgfRnbea2rl9LX0v78rMzLOS6yr9nusl32ubjU6zmar3savznvFveck3KuyuSK0r56InW2qbtrbCbv5fcv60qTXC0oz2P+O/td9+ipb92dx3bGeztzfLvjPc9V9qn+3c4k/2KYfqWUa2KOlXrp69irz1/l+levJ19nO8qxy3Neg0qCUv2HFrK+vtx7lkTKnI/ze5xJVCXpMY9RT8Tuqo11/zz3ZS6vP9cTs9q5hy/X+HoCSFkpNPud7Smlp0SZ7Ef+WEBeI3O/Ypffh/4sPX0XSxtar+ftfrfKvWjrSkP92S91EyBAgAABAgQIECBAgAABAu0JNCXeW6JMe+fV1gQI9KNAUybOfiRQNQECBBolIFGmUadLYwkQIECAwFEXeOqpp6pgnPwV+XrJoOQSHFYCZfI5g9Zag0rLfhnIVALZyj4ZQLR48eJqk+6CzzPYvexXAvwyAKvU0VMwWwYgZYBUPajo/vvvrwLoS531FVoyKLEezJvHyO3OPPPMbwRiZ2B62T+3efrpp0s3q9UPStB9aWM+Z/BWBkzXS3d9rm+Tr0tAcwZw1YOqWrc73H/nCgJ9bXN3Y6J+7Px19exvBlimZwYvZxJM8agHtdcTZTK4qpT8Nfd6glAGUOW5LkFnWVeWetBbBvzVz0ue99YA2f4YEz2dxwwwzbbWE2Wy3fk9qQeeF5sM9KuP6RLkme/XSwbL5T6t/cvErxwnpb70WrhwYWQiSb5XT2rJ+vo65nPs5jmt+2Z9GYxbb0N37SpBo/ldai3Z5hKwWtqdx8mgwXopn9WDHqdNm/atffO8t66SkfX09L1tZ07r6XyX9vbVq7vzm/NU9rerRJk8xrx58w6d45Iok+/39XuT22bwdOv3vrS/u/OYn2eQaDkX3SV49LX/pZ89JcpkUG9JdCjHLc8ZXJuB4fXSOpbKtuU5g19LyRVeSjJk+TzHT/5if1clrVvbkkHFmbCVpT4f1QOFc26rJ1WUz0pbu3MsbWjnvOY+vbUzt8nzWJ9P85zXS469+rUzfbK9Jbm0bNtdn8vn5bkEw2Y9GZjcWnIeyc9KEH5eM3K+ygDl8ov5OWbz1/7zmptzav67taRVa7uz3kwizD63lnJ9zW26epRjl/3q372uti+JWLl9Jl50tU15L+e5eimW+X6Owfp8m32qz7X1/Vpfl+Dm+gp2ZZsRI0Z8q015nHogeNk2n8s1vx7AXv+89XXZvvW+sazc1Xoty7mieJR7gHau0+X723pty3blNSvrzv7VV7LLz3IsdHUNLtvn3FKuxXm9vuaaaw61M89FjrP8f47S9kzKKiX3K3No+Tz3yTpL6c4pEyHLPvVEmdyvL9fKcn9cT5TJfdM258rWOssYK33Nbcu8XNqRz9n+TF7ry8pIpY+H+9zT+M1rdVnZqt6+fJ1/l9TvL/P43V1j87P0KPdopa6876wnM/bWh+7OYzvjPY/R1zm+3fFeEifriTJ5vFwlKvtf91q2bFk19loTZXL7voy9Mn+lZbnGdeWXCXqZLJL39ZnYnt7lnOacWS99uZfIa0b9vrecyxzb+b3MdpXSVRvz79CyT3fPmXhTL329hy/X+HqiTH4H0778OECpNxNv8/j1+4Fy/urtyn7ltTsTWPPHDvqz9PRdLG2q35OXtvT1u5Xjr9yHlB+dKHV4JkCAAAECBAgQIECAAAECBDpHoCnx3hJlOmfMaAmBIS/QlIlzyJ8oAAQIEPh3AYkyhgIBAgQIECDQk0AGHGUQ6cqVK7+VBNLVfhnUum7dumr7enBWV9sezffyWBkQnQFXpWTQYL7X41IlPgAAIABJREFUVTvyvbwPyuCtrgJxs44MdMptMpGnqzoy2DE/z/7Wg7TK8dt5Lr+0nAF5/VmOZptb25m/sp9BVV0F4LVuW/93GtZXKErLPG8lwKw16C3/neck3Xsq/TEmejped5/lmMzgxPweHek4KccodXYVFF62aX3uy5jPfcp3OM9BjpejWfKcZjBmO+0ux8+25GoCa9as6fL7WLbr7Xub56CdOa3U291zf3p1d8x8v7fvTX3fTGzLQNFMmDva5Wj2P89d/uJ9Bo5mssLRbG8G9Wbd3SV6trpk0H19Hmr9vL/+3c55zTb01s4y3vO7U5IUWtue38ej0dcMsM9rQGtCTv14GYyc14gck0dScqxkm3OsZNJQX8/rkRzzaO2b3qW9fb2etXvsHO+ZQJk+mbTU3X1OqTeD0F9++eXyzwF7bvc6fTgNy2PkPUOuzpYJnfm6fq9YrzPvRfJ+t+6V5yuvO/X3yj75ncp5pTVJp3x+uM9Hcq083GN22n6Z6JHXgUySyAD7nhIzemt7rhKVSWiZlHmsS7tz/EC3t7/GXq4olteHTBjqqvTlXiLHxJw5c6rvcs7//Z1Eku0s99tH8x6+q/439b3evluvvvpqdd4ffPDBpnZRuwkQIECAAAECBAgQIECAwJAQaEq8t0SZITEcdZJAMwSaMnE2Q1MrCRAg0P8C+Z+0+VAIECBAgAABAgSOjUAGg5df7a3/4vexaU3vR81Awwy+rQexZyBpWU0hV5A5miUDiYvPkQRKHs02qYsAAQIEvilQrgEffvjhNz+o/SuvH5mUkb+Y391qSrXNvRwAgUwYzmtsJrsqBAgQOBKB/Psgk8fy3r2UXIUr55ic993HF5Wh8ZyJsbl6ZCa3KgQIECBAgAABAgQIECBAgEDnCjQl3luiTOeOIS0jMOQEmjJxDrkTo8MECBDoRkCiTDcw3iZAgAABAgQIDJBAJpZkAFn+0n4Tyttvv30oceWkk06K4cOHH/r38ccff9SD4CTKNGFUaCMBAkNZIH/lvwRC97YSVa4KcO2111bb5zXkuuuuixdeeCGefvrpuP766+OOO+4YypQD3vfnn38+Hn744QE/rgMSIDD4BDIRslwLzjnnnMi/C/Lf+XjjjTcGX4f1qEeBvK7Xk6Z63NiHBAgQIECAAAECBAgQIECAwDETaEq8t0SZYzZEHJgAgVaBpkycre32bwIECAxVAYkyQ/XM6zcBAgQIECDQKQJ33nlnlSQzc+bMTmlSj+1YunRpFVSbiT0ZAJe/FnzBBRdUQc798YvBX3/9dfVrxHm8/qi/x876kAABAgR6FfjLX/5SXcdef/31XrctG0ydOjUef/zxar+8juT15OKLL45M3FAIECBAoHkCr732Wtx0001x5plnxnHHHRennHJKXHPNNTFv3rzmdUaLCRAgQIAAAQIECBAgQIAAAQJDRKAp8d4SZYbIgNRNAk0QaMrE2QRLbSRAgMBACEiUGQhlxyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAp0h0JR4b4kynTFetIIAgYhoysTpZBEgQIDAQQGJMkYCAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYOgJNifeWKDN0xqSeEuh4gaZMnB0PqYEECBAYIAGJMgME7TAECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKADBJoS7y1RpgMGiyYQIHBQoCkTp/NFgAABAgcFJMoYCQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYOgINCXeW6LM0BmTekqg4wWaMnF2PKQGEiBAYIAEJMoMELTDECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDhBoSry3RJkOGCyaQIDAQYGmTJzOFwECBAgcFJAoYyQQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGhI9CUeG+JMkNnTOopgY4XaMrE2fGQGkiAAIEBEpAoM0DQDkOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBDpAoCnx3hJlOmCwaAIBAgcFmjJxOl8ECBAgcFBAooyRQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEho5AU+K9JcoMnTGppwQ6XqApE2fHQ2ogAQIEBkhAoswAQTsMAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDoAIGmxHtLlOmAwaIJBAgcFGjKxOl8ESBAgMBBAYkyRgIBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBg6Ak2J95YoM3TGpJ4S6HiBpkycHQ+pgQQIEBggAYkyAwTtMAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoAMEmhLvLVGmAwaLJhAgcFCgKROn80WAAAECBwUkyhgJBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEBg6Ag0Jd5boszQGZN6SqDjBZoycXY8pAYSIEBggAQkygwQtMMQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEOEGhKvLdEmQ4YLJpAgMBBgaZMnM4XAQIECBwUkChjJBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgaEj0JR4b4kyQ2dM6imBjhdoysTZ8ZAaSIAAgQESkCgzQNAOQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEOkCgKfHeEmU6YLBoAgECBwWaMnE6XwQIECBwUECijJFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSGjkBT4r0lygydMamnBDpeoCkTZ8dDaiABAgQGSECizABBOwwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOgAgabEe0uU6YDBogkECBwUaMrE6XwRIECAwEEBiTJGAgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGDoCTYn3ligzdMaknhLoeIGmTJwdD6mBBAgQGCABiTIDBO0wBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgAwSaEu8tUaYDBosmECBwUKApE6fzRYAAAQIHBSTKGAkECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGDoCDQl3luizNAZk3pKoOMFmjJxdjykBhIgQGCABCTKDBC0wxAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgQ4QaEq8t0SZDhgsmkCAwEGBpkyczhcBAgQIHBSQKGMkECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBoSPQlHhviTJDZ0zqKYGOF2jKxNnxkBpIgACBARKQKDNA0A5DgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6QKAp8d4SZTpgsGgCAQIHBZoycTpfBAgQIHBQQKKMkUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIaOQFPivSXKDJ0xqacEOl6gKRNnx0NqIAECBAZIQKLMAEE7DAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6ACBpsR7S5TpgMGiCQQIHBRoysTpfBEgQIDAQQGJMkYCAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYOgJNifeWKDN0xqSeEuh4gaZMnB0PqYEECBAYIAGJMgME7TAECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKADBJoS7y1RpgMGiyYQIHBQoCkTp/NFgAABAgcFJMoYCQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYOgINCXeW6LM0BmTekqg4wWaMnF2PKQGEiBAYIAEJMoMELTDECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDhBoSry3RJkOGCyaQIDAQYGmTJzOFwECBAgcFJAoYyQQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGhI9CUeG+JMkNnTOopgY4XaMrE2fGQGkiAAIEBEpAoM0DQDkOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBDpAoCnx3hJlOmCwaAIBAgcFmjJxOl8ECBAgcFBAooyRQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEho5AU+K9JcoMnTGppwQ6XqApE2fHQ2ogAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEjrJAU+K9Jcoc5ROvOgIEDl+gKRPn4ffQngQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGimQFPivSXKNHN8aTWBQSnQlIlzUOLrFAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBHoQaEq8t0SZHk6ijwgQGFiBpkycA6viaAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEDj2Ak2J95Yoc+zHihYQIPDvAk2ZOJ0wAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIDDWBpsR7S5QZaiNTfwl0sEBTJs4OJtQ0AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI9ItAU+K9Jcr0y+lXKQEChyPQlInzcPpmHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECDRZoCnx3hJlmjzKtJ3AIBNoysQ5yNh1hwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAr0KNCXeW6JMr6fSBgQIDJRAUybOgfJwHAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHSKQFPivSXKdMqI0Q4CBKIpE6dTRYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgaEm0JR4b4kyQ21k6i+BDhZoysTZwYSaRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgX4RaEq8t0SZfjn9KiVA4HAEmjJxHk7f7EOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEmCzQl3luiTJNHmbYTGGQCTZk4Bxm77hAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBXgabEe0uU6fVU2oAAgYESaMrEOVAejkOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFOEWhKvLdEmU4ZMdpBgEA0ZeJ0qggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDDUBJoS7y1RZqiNTP0l0MECTZk4O5hQ0wgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINAvAk2J95Yo0y+nX6UECByOQFMmzsPpm30IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQZIGmxHtLlGnyKNN2AoNMoCkT5yBj1x0CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj0KtCUeG+JMr2eShsQIDBQAk2ZOAfKw3EIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQKQJNifeWKNMpI0Y7CBCIpkycThUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSGmkBT4r0lygy1kam/BDpYoCkTZwcTahoBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgT6RaAp8d4SZfrl9KuUAIHDEWjKxHk4fbMPAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEmizQlHhviTJNHmXaTmCQCTRl4hxk7LpDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBXgWaEu8tUabXU2kDAgQGSqApE+dAeTgOAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEOkWgKfHeEmU6ZcRoBwEC0ZSJ06kiQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAUBNoSry3RJmhNjL1l0AHCzRl4uxgQk0jQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAvwg0Jd5boky/nH6VEiBwOAJNmTgPp2/2IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQJMFmhLvLVGmyaNM2wkMMoGmTJyDjF13CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0KtAU+K9Jcr0eiptQIDAQAk0ZeIcKA/HIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQKcINCXeW6JMp4wY7SBAIJoycTpVBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGGoCTYn3ligz1Eam/hLoYIGmTJwdTKhpBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6BeBpsR7S5Tpl9OvUgIEDkegKRPn4fTNPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGiyQFPivSXKNHmUaTuBQSbQlIlzkLHrDgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBHoVaEq8t0SZXk+lDQgQGCiBpkycA+XhOAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOgUgabEe0uU6ZQRox0ECERTJk6nigABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkNNoCnx3hJlhtrI1F8CHSzQlImzgwk1jQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAv0i0JR4b4ky/XL6VUqAwOEINGXiPJy+2YcAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJNFmhKvLdEmSaPMm0nMMgEmjJxDjJ23SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECvAk2J95Yo0+uptAEBAgMl0JSJc6A8HIcAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKdItCUeG+JMp0yYrSDAIFoysTpVBEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGCoCTQl3luizFAbmfpLoIMFmjJxdjChphEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBfBJoS7y1Rpl9Ov0oJEDgcgaZMnIfTN/sQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgyQJNifeWKNPkUabtBAaZQFMmzkHGrjsECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDoVaAp8d4SZXo9lTYgQGCgBJoycQ6Uh+MQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgUwSaEu8tUaZTRox2ECAQTZk4nSoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgMNYGmxHtLlBlqI1N/CXSwQFMmzg4m1DQCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj0i0BT4r0lyvTL6VcpAQKHI9CUifNw+mYfAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQINFmgKfHeEmWaPMq0ncAgE2jKxDnI2HWHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECvQo0Jd5bokyvp9IGBAgMlEBTJs6B8nAcAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIdIpAU+K9Jcp0yojRDgIEoikTp1NFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBoSbQlHhviTJDbWTqL4EOFmjKxNnBhJpGgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBfhFoSry3RJl+Of0qJUDgcASaMnEeTt/sQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgSYLNCXeW6JMk0eZthMYZAJNmTgHGbvuECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoFeBpsR7S5Tp9VTagACBgRJoysQ5UB6OQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgU4RaEq8t0SZThkx2kGAQDRl4nSqCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMNQEmhLvLVFmqI1M/SXQwQJNmTg7mFDTCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0C8CTYn3lijTL6dfpQQIHI5AUybOw+mbfQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBkgabEe0uUafIo03YCg0ygKRPnIGPXHQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECPQq0JR4b4kyvZ5KGxAgMFACTZk4B8rDcQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINApAk2J95Yo0ykjRjsIEIimTJxOFQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIaaQFPivSXKDLWRqb8EOligKRNnBxNqGgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPpFoCnx3hJl+uX0q5QAgcMRaMrEeTh9sw8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSaLNCUeG+JMk0eZdpOYJAJNGXiHGTsukOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFeBZoS7y1RptdTaQMCBAZKoCkT50B5OA4BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6RaAp8d4SZTplxGgHAQLRlInTqSJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMBQE2hKvLdEmaE2MvWXQAcLNGXi7GBCTSNAgAABAgQIECBAgAABAgQIECBAgAABAgS21ME4AAAgAElEQVQIECBAgAABAgQIECBAgAABAgQIECBAgEC/CDQl3luiTL+cfpUSIHA4Ak2ZOA+nb/YhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAkwWaEu8tUabJo0zbCQwygaZMnIOMXXcIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQq0BT4r0lyvR6Km1AgMBACTRl4hwoD8chQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBApwg0Jd5bokynjBjtIEAgmjJxOlUECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYagJNifeWKDPURqb+EuhggaZMnB1MqGkECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDoF4GmxHtLlOmX069SAgQOR6ApE+fh9M0+BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaLJAU+K9Jco0eZRpO4FBJtCUiXOQsesOAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEehVoSry3RJleT6UNCBAYKIGmTJwD5eE4BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6BSBpsR7S5TplBGjHQQIRFMmTqeKAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECQ02gKfHeEmWG2sjUXwIdLNCUibODCTWNAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC/SLQlHhviTL9cvpVSoDA4Qg0ZeI8nL7ZhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAk0WaEq8t0SZJo8ybScwyASaMnEOMnbdIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQK8CTYn3lijT66m0AQECAyXQlIlzoDwchwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAp0i0JR4b4kynTJitIMAgWjKxOlUESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYKgJNCXeW6LMUBuZ+kuggwWaMnF2MKGmESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoF8EmhLvLVGmX06/SgkQOByBpkych9M3+xAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKDJAk2J95Yo0+RRpu0EBplAUybOQcauOwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOhVoCnx3hJlej2VNiBAYKAEmjJxDpSH4xAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBTBJoS7y1RplNGjHYQIBBl4vT8MYuPGfgeGAPGgDFgDBgDxoAxYAwYA8aAMWAMGAPGgDFgDBgDxoAxYAwYA8aAMWAMGAPGgDFgDBgDxoAxYAwYA8aAMWAMGAPGgDFgDBgDnTgGOj30XaJMp58h7SMwhAQ6cRLXJjcXxoAxYAwYA8aAMWAMGAPGgDFgDBgDxoAxYAwYA8aAMWAMGAPGgDFgDBgDxoAxYAwYA8aAMWAMGAPGgDFgDBgDxoAxYAwYA8aAMWAM/McY6PQQd4kynX6GtI8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBPAhJl+sRkIwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgU4XkCjT6WdI+wgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPokIFGmT0w2IkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6HQBiTKdfoa0jwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoE8CEmX6xGQjAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBTheQKNPpZ0j7CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE+iQgUaZPTDYiQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDodAGJMp1+hrSPAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINAQga+++ipWrFsXk+fOjdFTp8ZHU6b0+TFp7txYvXFj7N63ryG91UwCBAgQGCiBrw7sjz3bN8fCsSPj7VsvilcuHxZ/vuykGHnz+THng1djz9aNcWD/5wPVHMchQIAAgYYL7P3ss1i+dm1MmT8/Rk2efMSPRatWxbZduxquovkEBpeARJnBdT71hgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBwzAQyUWbxqlUxed68mLN8ecxdsaJ6nr1sWcxcujRm5GPJ0pi+ZMmhx7TFi2P0tOkxZtq0mL1kSazdvDn2ff55fPnVV8esHw5MoBMEtu/ZGovXzY8JC8fEqNnvdfn4eM5fY/bK6bF++9o48OWBTmi2NhDoF4HPdu+MpVPGxCfP3x1vXv2LePnSE+KFi74XL156Yox67IZYOOHD2LNtc78cW6UECBAgMHgEvo6ITJLZsHVrLFq5MhasWBELV6yonvN1O495y5bF1H9PtFm4cmVs2blz8EDpCYFBICBRZhCcRF0gQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHSCQCa3zFmypPpl5u379sXu/ftjx+efx9bPPotNe/fGhj17Yt2u3bFm565Dj1Xbd8S4mbPinXHjql9ynrV4cRW49tkXX0QGsikEhqrA/NWz48XRT8aVz18UZz80LIY/cFIMf/CkOOvBn1avz3rwZ3Huo7+IB9+5I8bN/yj2fbF3qFLp9yAX+Prrr2PbulXx10dvjj///pR48fx/ipcu/Id49tf/LR445W/jyfN/ECPu/kOsXzo/cluFwEAJZIJwPvL+pz8epf6B6o/jEBgKAl99/XWVmD9v+fIqSX/9li2Hvr8Hvvoq+vLI7/uBL7+sEm5WrF9fraSZCTabd+wYCoT6SKAxAhJlGnOqNJQAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0NkC9USZbXv3xq7PP4983rxnT2zYuTPWbN8eK7dujeWbt8TSTZtiycZNsWj9hvhw0uT4YMLEWLl+ffXLztMXLox1mzdXwWdCnjv7nGtd/wl8NOu9uO6lK+KBj56Jm9+5J8546Cfx62d+Hhe8cHqc+ciP44pXrozHJ74Vt7x1Szz9wcOxY8/2/muMmgkcQ4E9u3bF4hmT47mrz4/7TjsuHjjl/4znLjgu3rjqhBhx/U/juUt/HI9fekbM/eSj2LNzh2SZY3iuhtqhV6xbV62kN3fp0uiPR67Sl8dQCBA4egKZgJYryExbsCDWbNkSW3fvjl2ffXbwsW9f7OrDY88XX1TbL169JmYvWRrzly+PTdu3x+dffHH0GqomAgSOWECizBETqoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCAFMlFm9uLFMXnevNi2Z0/s/Oyz2LpnT2zetSs27NgRq7dtixWbN8fSDRtj0br1sWDtupi7anWMHDM2Rnz0cSxesSImzZodb48ZE5/OmhWr1q2L/NVnhcBgF9jz2e5Yt21NtSrMV19/FfsP7I/Xxr0Qv3rgF3H3qKfj9lGPxPCnhsVvXj8rLh95Xvzq2ZPjD3+5Lp6e+l787vnL49ZXr40N29bFl199WT227NoU23ZvlTDQkIFz4MCByMdQLhm4vH///tiyaVMsXbwoFs6dGwvnzYtlixfHvBnTY/Sbr8adZ50Ud/z8/43nLvrHePvGk+OTR86LGS/+Pv581c/jllO/Hx+98nysXba0WuFjKFrmGPryyy8Hddc7rY+T5syJT2bMqFbEGz9zZkyZNy8y2XfGYT5y36wj6xo1eXJVdx5DGXoCmzZtijlz5sSGDRuG7JzWX2c9/16ZuXBhTJw9u0rm35qrXu7Y0dZjy549sWn37pg0b15MnT8/Nm/fHrka5rEu7ieO9Rlw/E4TkCjTaWdEewgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECDRXIwLNZixfHpLlzq0SZ/HXm7Xv3HkyW2b374Koy27bF8s2bY8mGDVWyTCbKvP7+B/Hoiy/F06+9Hk+88ko8+tKf46lXX4sxkybFgTaCfvfmsbZu/cZj586d8UUHBK419JQek2bnOdyxY8cxOfaxOujidQvi9fEvxKrNy6skme27t8YLo56MX9z5oxj+8M/j3OfOjN+8cVZc/cElcf2Yy+OyEb+OC176ZZz9xOlx+r0nxQ0vXhFL1i6MfZ/vjb2f74nRc96PiQvHxpdf9T35IhMV0n779sGzMk32pXVO6OnfaTDQJY/5N3/zN9Uj57ChWjJJZvvWrfHx++/H3TfdGNde9tv44+W/i3tvuTmevPuueOxP18WVJ343nrj0Z7Fo5E2xatTdsX7sg7H+k4fitRvOjiuO/4d44bYbY9Yn4+LLL/s+7st14/PPPz9E//XXX39r3OS1pK8lk1VWrVoVY8eOjbfeeis+/fTT6t/Zx3ZLtiUD5idNmlTVNWbMmFiyZEns27fvG1XNmjWrGkOnnHLKN94fTP/oxD6OmjKlWhUvV8bLFSq27NgR+z77rAqYz6D5dh+5b9aRdWWd+chjtFs+++yzWLRoUbz//vsxcuTImD59emzcuFHCRRuQmXCQ14uBnpd3794dF1xwwaHrQl4fLrroojZabtPeBPLvlRkLFsS4mTOr1S5zxctlGze29ch9Vm/fHp/MnBnTFyyIL/bvbzs5ecWKFfHBBx9U39Gc34703rc/7yfyWrR27doYPXp01d558+ZFzjODtWzZsuXQNTyvvxLWmnumJco099xpOQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgowSqX2hetCg+nTMntu/ZE2s2b45Zi5fEzMWLY/bSpTFv5cqYuXRp9Vi8fn0s3bgxFq5dF2NnzIx3xn1SPf46YWK8P3FivP7++zFh+vS2fh3/nnvu+UZgYQk+z+fvfe97cdNNNx1xEFpHgQ/CxtSD/AZzAF7rqZuxbErc92+3xIT5Y6qEl8nzJ8S9b94ap975ozj78ZPj4leGx5XvXhR//Oh3ccPo38fV718Sv33znPj1s6fG6ff9JH7/1EXxwZR3Yt6KWbFo7bx48eMn453Jb8aBL/semJ+JAOU7k8HBg6H8/d///aE+lb719HwskoTqY36gA7I76Rxv3rgxPnjnnbj75pviwjPPqB4XnHF6nH/6aXHhz0+Oi358Qpz3D38fT13+i9gw7sHYOP7h2Dzhkdg88dF49fpfxW++81/jvksvjLFvvREH2khIufvuu6sxcuuttx7i2LVrV7fj5vLLL481a9Yc2rb+IgOJ33zzzehp3F188cX1XXp8PWPGjOra1d2YPe644w4FKmciRG43mBNlOrGP73/6aRUoP3vJ0pi9eEksWbU6du7ZUwXN54p47Twy0D73zTqyrqwzg/DzGH0ted284447uh2/OUaeeeaZvlY3pLcr4+0Xv/jFgDo89NBD1fk78cQT46WXXoqHH344Hn/88QFtw2A/WP69Mm3+/Bg9bVqs2Lo1VmzZGgvXrWvrkfvkvllH1pV19rVkYubVV1/d5ff0lltu6Ws139quv+4npk6dGnm96epalNfQwfaDBM8991yXfT3++OO/Ze6NzheQKNP550gLCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKNEKh+oXnhwvh09uzYsXdvLFi5Mt4bPyHe/WR89avo42fPidHTpse4mbNi8bp1saK2ssyCteti/pq1sWzzlli+ZWv1K88zFi5sK/CsJMpkINPtt99eJcZcddVVVeBwCe7KQK/8dX/l8ASmTJkSb7/99hH9wnoG8n7yySfx4YcffqsR9SC/1hUTvrXxIHpj+tLJcdcbf4rXxr4QIye+EU+NfDiufPKS+MXdJ8aFz/8yLn/r/Ljq7d/EVW9f/O+P38QV/3ZhXPrqr+OXDw2L8x84M+5/7fZ4bfSL8e6Uv8Sj79wTIye/cdiJMps3bx4Uuvfee281F+R8kI8MQC1zwe9+97tvfJbB5cci2LM+5odyosyi+fPjxj9cFeefdmr86mcnxlXnnx2Xn3NmnHniD+IHf/e38d3//X+L0//ub+LJy34e68fc/43HS9cOj/P/+/8TN5w2LN5++vE40MYqYiVR5uabbz405uuJMtddd11kckw9SDgTL1vPVa4ic9555x0aXxkEnUkzOdfl84033ljV0ddElgyML2N1+PDh8cILL1R15fx73333RQbR5+elHSWov6/1H+psg150Yh//OmFC5L3Klp07Y9r8BTFh5qxYvm5dbNu1K744cCD2f/llHPjqqx4fuU1um/vkvllH1pV1Zt15jL6U9evXfyOxKu+J3nvvvWpVhD//+c9x2WWXVWMmx4/Su8DMmTMrrzPPPPMbGy9evLhaqSdXjeqPkok5+d3+6KOP+qN6dUZUSfhT5s6Nj6ZMqf7uyL898m+Qdh65Tz6yjqwrrwF9LeVeJK8rjzzySORKYZnAlvP3n/70p75W863t+uN+4tlnn63GY47JnENylbQcm5nAVZJChw0bFu2suvathnfQG/m3Sbn25nn6+OOP4/XXX49Mch2oRJn+nmM6iHtAmiJRZkCYHYQAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMPgFMlFm+oIFMfHfE2XWbNka05csjWmLl1TPM5ctr55nL18Rq7ZsiTXbtsXyzZtj6YaNsWj9+shkmZIoM2bGjKqudn6huSTK5MoxrWXu3LlVgFMJflq3bl3rJv7dB4ESFLdhw4Y+bN31JkuXLq2C0DLYXDkosGnHhpi8aEI89e5DcfXjl8a5t54ep938kzj5thPijPtPitMfOClOueuH8dNbvx8n3fKvMez24+PUe06MMx/4aZxyxw/jlJt/GMNvOjkue+D8uPOVG+P9qSNj+YYl8dXXff+F8/qKMoMlUaZ1fGUga5kDVqxY0frxMfl3fwS2HpOOHOFBZ02bFuec+vO4+txT49V7L49xL90So5+/MV6689I485//S/zn/+V/ijP+7/8jHjr/xJj1yh9ixV9vj1Uf3BmzX7smnrr0Z3Hxcf8prjnp+/HWg/fE/i8+73NrekuUqa+uNGLEiEPjZ+zYsd84xquvvnroswx67qrkijObNm3q6qNvvLdo0aJDdWUQdY6Rrkq9rk5MIumqzUfyXif28d3x42PWkiWx74svYs2mTdVKMOOmTY95y5bH1l27Yu8XX8QXmQjTwyO3yW1zn9w3V5PJurLOrDuP0ZeSyX85v+W1dfny5V3uksmAx2LlrC4b09A3i3MmIfVHKUl53Z3D/jjmUKsz7wUmz54doyZPjuVbMkF/S/U3SP4d0tdH2S/ryLr6mihz4MCBQ/N7V9eK/Pxwy9G+n1i2bNmhtr7yyivfatbq1asPJedlMvJgKBdddFHV57w3aC1Hcm5a6+rp3/09x/R07MH4mUSZwXhW9YkAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgcAwEMqll2vz5MWHWrGpFmdWbt1RJMiVBZvKChTFp/oKYsmBhzFm2vHrMXLI0Zi1bFjOXLYtpixbHwnXrqxVlRk+fXtV1tBJlkiMTAUqixzXXXPMtoVzpJH9JOAOTM0DqL3/5S/SUELJt27bq19ofeuihamWK559/vvrl9lJx/hp5Bla3BjvmCgD5fmuQ5cKFC6v3582bVwXcTZs2rfrF5ueeey7qv1y+YMGCePrpp+PRRx+NDFLrrmRQ8ZNPPlm1LftSVh6ob5+rHWRbNm7cGGWll0w4euyxx75xzB07dlTblSSDbFPu17o6z9q1a+ODDz6IrOOBBx6IbGu9ZJJMWSkhz0XWkY8lS5ZUm2Ugef47V03oKjg8A8gzID0D8tJgwoQJXW7X137V23YsX39x4IvYtntrfDjt3bjthevjlKt+GD/74w/itHt/EsMfPjl++fCw+MW9P47jr/vH+Ocr/lv87PYfxOn3n1R9dvq9J8XJN58QJ/7un+OKBy6Olz9+LpasXRj7vtgbX8fXfe5WT4ky+/fvj6lTp8b9998fuUpLrk6Q57q17N69O0aNGlWdn/y18VxJo74yUL7O89s69rOeHK/5WVcJLGX85Xl/4oknYs6cOa2H7tO/+5Ios2XLlqodZWzNmDGj+h7WV0DK70p+v3OVj0zMGzlyZOzZs6fbNmTf0uzWW2+t6srvY67+kKW7wNYMyMx606SerJH7ZD/yF93zfORj9OjRkd+demn9LmXAa85R6ddJJdu5b+fWGPPuiDjxH/8hbrnktFjw7j2xYfxjse6TR2LeO3fHxT/9p/i7//l/iF//l7+J+876l3jvzuEx5bnLY/qLV8QH95wdD/zq+/Hb4/5T/OEH/xCv3XVz7P+8fxJl0r0Esb/22muHGOvXlpz3jrScffbZVaBurizR19KaRLJy5crIwOb8znQ3n/Z1HLc7n7a7ffaxL2O6tY99tenP7d4eNy5mL1lSJcLkSnor1q+v7oEmzZkb85Ytiw3btsXuzz6Lffv3x2ctj3wvP8ttctvcJ++fso6sK5Nrsu48Rm8l7xfK9TnnrnZKfgfzWp4rWuR4efnll7917c76WueUTNTKuSzvlzJxrKzIldeBnC9zla5cjaG8X9p0tOpp93rSetxyD5d9zrm8dQ6vXwtK2/O7lKt+pHWu/FHuV8o1Kv/d2t/ct9Q1efLkUtW3nvOamvuX+9Snnnqq+nfrPume14a8z8rr7Pvvv9/l/V39njK/63mdyHOSq1VkyXOUx8v5q17yfjPfz2t+vdS/13k/mfXluc9ts/9Z8ro1adKkatWrnCNb667Xdyxf53zz6axZ8cGnn8aKLVurx6J166OdR9kv68i6ss6+lLQr39W+3svk+evL3yfd3U/0Nha6a/cFF1xQtfXcc8/tbpPqu1/6U79/a3d85QH6ch1o/R7X723y3jLHY7m/qjc6bfJ78+6779bf/tbr008/vepzrqTTXclj5nHyO9BVKd65XZb6dyfPZf67q7+1ctvu5pj630S9/a2V9eTfYtnGvIdtLfm9zM/yfn0oFIkyQ+Es6yMBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYAAEMqll6vz5MX7mzNi5d28sXLkq3p/4aYybOSvGTJ8R74z7JN4eOy5Gjhl78DF6TIwYPSY+nDQ5Pp46Lf46YWK14szyLVtj9LTpVV1HM1EmCTLwqQR01YOOMgHj+OOPP/RZ2SafM7CqtWQAUglmrG+bQdSlZBBlfpaJHfWyZs2a6v36tvl5SSDJ4KkrrrjiW23JwOcM5qwfr6v2ZaBZBn62bnfiiSdG60ohJSA7A8dK8Gd9vwzuzJIJL/X3y+sMKCul/Apz+aw8X3XVVWWTKlmgvF9/zmDPLN0F+eX7mRBQ36e8zgC+0s5yoL72q2zfCc8Z/HfgywMxbf6UOPeGM+P0W34a5z11Rvz21XPjyn+7KK5+55I49Z4fxQl//Me45JVfxVUjL47L37wgLnx+eAy/95Q4+fc/jJfffT72H9hfObaTJJP9z8C5YlofJ5lE1dVYzwDpesmAwbJ//bme5JV15WdZX2u59tprq8/eeuutb3yUiWPf+c53vlV3Jp60W/K7UdpWD+is11MPxs/vYtn+zjvvrDbLwNbyXutzziP1ksHDl1xySZfbl352NeZzLFx33XXVfuedd943AnAzuHv48OHfqjN/gbw+p9XrzeDR0taTTjqp3sRj/vrrr76M9QunxWuP3B7H/e3fxD1XnBG7Zj4X26c+HdunPV29vuqXx8ff/a//Y1z23f8r7jntuHjywu/FGzecHH+58ZR4+jc/iNuG/X/x+3/8u7jqu/85Xrnlun5NlCnfhfq5ziSD4lsCxg8XNoNoS12tq9b0VGd93OY1q9RRnnMs10s747jd+bTd7fs6put9rPflWL4eMXp0zFy0KD7/8stq9Zhtu3fHqo0bY+KsWTFy9JiYu3RZbNy+PXZ//nnsaXnke/lZbpPb5j65b9aRq8xknVl3HqO3kgm7ea6HDRvW26bf+DzHa3fX7kyqqK+gUJ9T6mO+jLHrr7++SuprvZfK+bu7uelI6mn3elJvf46l8l0u7W+162q8lUk7OOoAACAASURBVG1bnzPJptSXCQKtJRPocp9MXu6u5H1la73578suu+zQLpkUU45T3zZXEcqVE+ul3FPm/WAJ/s99SnB/7pP/LonKZd8yf9Tv3fKz8r3Oz1vPcd5fZgJItrXernzd3bW2HO9YPOe9wMQZM+L9CROrJJmVW7fF4vUb2nrkPpksk3VkXVlnX0tJQMlkyNb719Y62vn7pD7G68nxvY2F1mPmv+vXovyedlfyfqWMh/p9Wbvjq6/XgXofW+9tyvjLpOTWkgmEOR7POeec1o++8e/yd2J+z7pLZMpkszLO6/fLpaI8r/l5JlRnKd+d3v7Wym1Lva3Pn/97AnB383Xr9zUTYUod9fuVPEZZsSaTI4dCkSgzFM6yPhIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEBkCgSpSZOzc+mTEjdu3dG6s3b46pixZHWVEmV5P5dN78mDh3XkzIX06fMzfGz55TrTKTq83k+/PXrImVW7fGx1OnxtS5c+NoJ8rMnj37UOBQBllmyV//LgFdmdyS72fSQCYClCCj+fPnHxLMVVHK+xnslkGGGWyaAVEZ6FjK4SbKlLozoHLKlClx5plnVscrKxnccMMN1a+/l/pbg77yV7yzjkx8yeC2DOgqwfqtwWMleCu3z6CwXKUmV6rIYPp8L1ckyJIBcxloVQI0x4wZU/27ngSRQbX5S/T5S8f5i/J1v7IyTwbCZRBpOV7WmY8SaFYPgKsH+WVSQe6TBhnslp/lSj2l/dm/einvl+N016/6Pp3yesb8qXHmFafESVd9P3K1mPOePCMu+fOv4/dvXRin3PXDOOG6f4qLXjgrLnv1vLjw2bNi+IMnx7A/nRAnXPCdeHFk97+A3Vv/ukuUKQkbOXby/OX3I38Nu75SUgaIlu9QBtFm0HAGx+a5zrFQSruBzRkYWJJkMtBz3bp11bgq47B8h0v9vT23kyiTYycfN998c9XfEmiYwci5IlWu4LBr167KoXxH8ztZL/WEt3TJlWEy4S2/Y/mcpasxX4Ja83vYusrB5ZdfXrUr6865KL/jGaScba0HaNfrzc9yrsog69ZVAurtPRavv/rqy1g7f3L89Zm74tJh/xSv3HZubJv8RGye+GhsmfhobJ/yZDx65c/jrH/927j2nH+JOy74Xjx07nfir3cNj1H3nROPX/SvcevFP4o/XvXLeOi238eYd1+PAwf297kruSJCOc9lpzyv+V4+ymo+mTBQts15KIODSylzbn4HjrTUry/tjO8S1F/aXc53rpCW7+V3ph7I3c44bnc+bXf7vo7p0se8tnVK+ctHH8X0BQti34EDVTLM9r17Y9POnVWicCa+jJ06rVodb92WLbF1167YuW9f9cjX+V6uwpfb5LaZXJz7Zh2ZRJN1Zt15jN5KCXxunYN62y+Dq3N8ZGB33ivkKi05R5R5tx743jqn5HnOe4Ey/rOe/G7k9yBXE8vPyn1LfVWDo1VPu9eT1uPmvJltz4Dyck0pq62kW1fjLT/P5Nzsa363yj1M1n3fffdV7+d3r17yHrPUn6vBdFfyGpz1lW3zOpH/LvdPuTpFHjcfeW+W22d9ee9V7Ov3TeU6kp9lnXkflNeL0oZyzW43USbry33zHi+T+co5Ls953FxVpiTndNoqZumfc+H46dPjr+PHV39zrN62PZasX1+tdDl28pR45a23YtyUqTF/1arqka/zvfwsV8TMbXOf/Hsl68i66vNrd+e4vF+SNsq5yXHY1f7t/n1SH+PtjIXSrvpz/VpU7tHrn9dflzk875dKaXd8lTqO5N4m702LaevKTuXvoPp9Umlr/TnnlfIdzLryup/3BK2l/LhArrBZL7maTO6XyUPlPqGda2JPc0wepy9/a5X2ZPJitiXPRbmXLMlF+f3sasyVfQfTs0SZwXQ29YUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgcAwFMuBmypw5MW769Ni1b19s2L4j5q5aHXNWrorZK1ZWj/I6k2fyMWv5iup5xtJlMW3xkurXnFdt2xYfTZlS1dVOEE9Z/eGmm27qViGDvTJoKB+zZs2qtssVX/LfGTRZgppKBeVXwHNVh1IuvfTSavsMguqpfSWRpd0VZbIt9WD2EtSU79d//TeDJ/O9fJSAsGxPCfDKgLFS6gFvGUhXSgneyn1KIkB+lkGYWW+93/l+qbsEbpZ6unsugXIZcFpKaUt+1lq6CvKr96k1wK2e3JFJUKW026+y37F4/vyLz2Pn7p2xbtPaWL5mWYwY9Wb89MIT4vu/+Yc46cbvx5n3DYvznjwzLv3zr+Pk20+oEmXOe/qMuPDZ4XH2Q6fGKbf9KE644jvxnV/+t7jn6dtj6arFsWbD6ti6Y0tk3V9+1bdfOa9b1oMiS7BrBhN3V+q/PJ4rJnVX2g1sLuOwNTC+BIW3Bih2d9zyfo6l8p3p7lfuS3B0bvf888+XXXt8zl8Jz+1z3JVSgiXz/fwOd1dax3z5Nf8MOm5NlMgAytL+PF+llED1eoB2vd4MEK1/78t+nfCcK8psWjY3pox8Jp65+oz4+LHfxvox98e60fdVj3z95l1nx02/+X7cdPvwuO2m0+Le350Q7z/+uxj9zFXx0JU/iVvvPCduffWWeHHUczFx/vjYtndbfHbg8/jq6/+Y67rra0l+qQf41hNlbrzxxshkgpI4kNeJepJY1purDeV5yQD6Iy31lZl6ur60Hqc+bjO5rVzL8rnM2+Wa17pv+XdX4zg/a3c+bWf7dsZ06WPrfFDafyye3/zww2r1u93798eOffti25491WPd1q2xcOXKeH/8hCqQPleGWblhQ2zeubN65Ot8L4Psc5vcNvcp+2ddWWeu0pfH6K2U5Nannnqqt00PfV63L8kT5cMSyJ9jp6xkUJ9T8j5o//7/SEgr1/p8rtdV7oMyqaSUo1VPu9eT+nHTqx78XlaiePrpp0szu0yUyQ/L9ad1Xs9rSpmf6waZoJjvp1lfSkk4qSci1497yy23fKuasoJF/R6xnijT1Xe/nLN2E2Xy3rfev3KOs49d3btmImmnlZxbP5k6Nd4bNy5Wb90aa7Zti4WrV8fYyZPjlTffjHvuvTfe++ijmL9yZfXI1/lefpbb5La5T+6bdWRd7czX6ZHJY+Vcp12OyZJAW7za/fukPsa7S5TpaiyU49Wf69eirLenUv7+qifutzO+6nPRkdzb5DkopvUfLqjPFfV5q7s+ZVJaSUDOc5PzYOsKb5kMmJ/l96Fe8l4i368nGbZzTcy6uptj6sepvy7W9b+18vO8Ny/XhqwzHcr9QOv8Uq9vsL2WKDPYzqj+ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSOkUAGKE2aPTvGTp1arSizbN26GD1tenw8dVp8NGVqjJo8pVpBJleOydf5WVld5pNZs6vt5q5cFWt27IhRkydXdbUTeFYCtXpKlMkg/gxgysfq1asrqbJiRv7admvJlWRy2wwsKqUEYbUmwJTPy3MJHmzdrrQh66mXEtSY/aiXDDzMNgwbNqz+duQKB6Uv+SvwWUrd+X4Gz+cvfuejrMiS79eTIErwVgZI10v+6nhu2xrgWAKsekqUyXZlEOWCBQsOBWhNnjz5UPXtJsrkCjWln10FuF188cXV59nfUtrtV9nvWDxnUsu4qWPiwRfujctvvyRO/e1P47un/3/xrxceFz++/l/itLt/Euc89otqFZlMlPnhH78Tv37itDjvqTPilw8Mi5/d/IP4we/+Mf7p9P8aP7ng+Dj/j2fHbY/fGP826s1YuXZF7N77Hyu69NS/7hJl8ntR/DOpYP369V1WM3z48Gq7HCO5slD59er6xvVgxfr7+fraa6+t9s+xWkp5L89nGcv5XJLV6skNZZ+ennM+KX3pLVEmgwt7K7laTga2ZkBk6/elJLykR09BpvXA1npgaibatJZSZ84ddY/777+/On49YLNe7/bt21ur6qB/fx37P9sb6xbNiA+f+lN8+tw1sWTkjbH83Vtj2Tu3xKIRN8RrD/46brvjjLh95E1x24gb47anfxfPv3RfvPTnB+POZ66I20bcHHeOfzQeHPd4vDT55Ri1+ONYvnVF7P3i4LzYU2d7S5Qp46U811dIKvWWOnKcHmnJYNxyrJxL+1pKEklXCZwl2a0+D9fr7Wkc53btzqftbN/OmC597KREmdc/+CAmzZsXO7/4Irbu2RObd+2qHuu2bYtl69fHxDlz473xE+LNDz6IT2fPjiVr11aPfJ3v5We5TW6b+5T9s66sM+vOY/RW8v4gx03eR/S1FPucu1tLJliVcZjX7Cz1OaWeZJKflfm/NZi8XD8y6biUo1VPu9eT+nFbr2MPPfRQ1d96Qk93462nIPbyXasn3BSbTD7qSyn3mK2B7CVZr56MUup74YUXqvZn20op95S33357eesbzyW4vt1EmdZz/Nhjj1XH7u7eNZN4Oq0c+PLLGDdlSrw7dmyV8LJq8+aYPm9ePPHMM/HgI4/EmyNHxtQ5c2LFpk3VI1/ne/lZbpPb5j6ZLJN1ZF1ZZ7sl78evvvrqQ9+1vF+oj5N2/z6pj/GuEmW6Gwtdtbt+Lertb7GSLFqfS9oZX2UuOhr3Ng8//HDlWU/0L2M075X6WvIHCMp3qMyF9UTEvG6W90vyUZqX9+oJP+1cE7N9Pc0xpf29/a1Vtst5pPztVp5b/y4t2w7WZ4kyg/XM6hcBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYIAFMpDq01mzYsyUKVWizOpNm2PS/AXx6bz5hxJipixcFFMXLT6UMJOv873cbvzsObFo7bpYt3NnjJo0qaqrt+Csehf7kigzZcqUQ0FMpe4S2FgP0C/1ZsJHPegpf1m9/DuTSXoqh5so0xrIVRJlWoODu0qUKQkupY1dPdcD8EvwVj0wL/s0adKkqp/tJMpkQsv1119/yKd+7HqAdruJMqUtrYlFxb78enMGq5fSbr/KfsfiecRHf4mXRjxfJcrc88ztcfXdv49hF54YP7zkn+NH1303Tr3rxDj7sVPigufPjJPvPD5+dMN341dP/DzOeeoXccYDP42TbvxenHD5d+NHv/7XuPiGc+Oup26N+5+7O55544n4t1FvxYo1y/vUre4SZTI56YorrvjGeX3wwQe/sZpAHiC/K62/wN36i/vtBjaX72Z9LNVf50op7ZT8zpf9e0uUaf2+1Y+Tc0X5le5SXz7Xvy8lWDP70FOpB7aWuupjub5vqbNs19Vz2b5ebz1gtnzeac87t2yImWNGxvg/3xZjHj4/xj9xUYx97IJ4//6z4qmHzok7nrss7pnwSNz2yUPxpxE3x7+NGxHvjf9r3Pb2nXHb2AfivlnPx92Tnoj7JzwRj336bLy/8OOYtWZOr90sSS71pKv6ijKZLJlzVgkwzYD61vL6669X46q7Oap1+57+nb9kX85rSebsafvyWXdB/fl5+R7V5+F8vy/jOLdrdz5tZ/t2xnRPfSwOA/386nvvxcQ5c2L755/H5t27Y/327VXCy/KNG2PB6tUxa9mymDB7Trz3ySfx4cRP4+PJk6tHvs738rPcJrfNfTJZJuvIurLOrDuP0Vspc/Q111zT26aHPi/2uWJSVyWTrnIsjhkzpvq4pzmlu2SQ3hJlWuemdupp93rSU/uLxZEmypSA/0wSyGSjXH0qDTPJJY/fl9JVokwG7Zd5oatrV1m1pp7gWYL8W+8pSxvaSWTIfbr7XneXhFDuXTs1USZXhnlnzJhYm6vJrFwZH44dGw8/+mg8/dxzMWXWrFiyZk31WX6er/O9/Cy3yW1zn/ws68i6DidRppyLXAGyXGPyuSRJlrm7L3+fZF3djfHexkJpR/25vkJSftd6KmVFpvpc0s74Kt+/Msa7ei7H766P5fO8bpb9s91539fVd6ps39tzJkPX7/fyRwBKKcncufJcljfeeKM6dus83N13p/x9U793zHp6SpTp699apY35XJK50yXn2LLiXH2bwfxaosxgPrv6RoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYQIEMRpo4c2aMnjw5du/bF1v27ImlmzbHko2bYvGGjbFo/YZYuG599Viwdl3kY97qNdVj7qrVMWflqli9dVtszESZTz+t6irJLH3pRl8SZUpQdAb0l3LBBRdUgU0ZSNRa6gFXGahY/5X1UaNGtW7+jX8fi0SZDOAqAWKLFi2Krh6Z7FNKu8FbJZCvdUWZTLIoQXH5C9gffPBB5DYZIJntqQdot5soM3fu3EN9Ku2uP2dAWh6jviJQu/2q1zfQr6+75w/xyIsPxAfj3ouVa5bHjLnT4ve3/DZOueLHccI134lT7j4hhj8+LM594bQ4+e7j48c3/XOc9eTJcfZTp8RpD/44fvynf4mfXPn9OOvK0+LN916LbTu2xqQZE+KFvzwb1993TUya2XNCV+lvd4ky5fMMer3ooosOnYs8z60lgzszULgeVJj/LqXdwOayWtC9997b5VjOgMF2ytFIlMnVcnK85Xh//vnnI39J/OOPP67eqwc7vvTSS9V79bmmq7bWgz7vu+++Q76tyWu5b6kzx3dX3+36ygD1eluD0btqx7F87+uvI/bs3RfLVq6JUa88FM9e/oP489U/imev/H7cd9F/jzvu/1Xc/s5t8cD05+K2SU/Ete/fHdPXzI2Fm5bGrR8/ErdOfCwemvdy3DXtmbhp/MNx7Yd3xX1jHo9nJ7zYa7fKNaG7RJmtW7dWdeScVubWTNiol3qCYusqEPXt+vL6s88+O3ScXDWor6WnJJISbF2fh/s6jvP47c6n7WzfzpjuqY99dTra2738zjsxYdas2PbZZ7Fh585YvWVLlfAyd+XKmL54SSxauzYWr10bc5cvj3fGjo1n3nizeuTrfC8/y21y29wnk2Wyjqwr68y68xi9lRJongkZJci+t32ee+65aqzlCl1dlRJcXlYw6WlOaSfB5WjV0+71pKfjFr8jTZSprygxc+bMKCttPPnkk10Rd/leca/PJfW259zfWkaMGFGdyzwPpfSWHFHu2erXjdy3JPvUkx7y/e6+101NlBnz6afx9ujRVWLa9Llz45U33oinnn02Rv71r7F68+bq/Q07dkQ+Mnkt38vPcpvcNvfJ97OOrOtIEmXSt56YUhLx2/n7JOuoj5P6db+3sZD7tpZ6ctZHH33U+vGhf+d9VVntqL7iSjvjq53rQHd9PNSg2ljN9pSV+s4555z6Jm29zr+bSn/qybLlmpT3BnntLve++d2vl+6+O+0myrTzt1Y5frarnsSe80tnrzJYWn70niXKHD1LNREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEhrRABktNmD49Pv700ypRZvWmTdVKMTOWLotpi5fEhDlz45NZs6uVY3IlmXwvn3PFmfwsV5VZtnFjbNq1Kz6cOLGq62gmytRXh6kH75dAxnqgdDmRY8eOrYIPM0CqlFxpIoOibrnllvJWl88lUeaZZ575xuclQDmDleqlu0C28qvcrStcdLWiTD1IM1cm6K20G7xVEmXWrFnzjapLoOQNN9zwjfe7CtAuiTKt/c8duwqAqydw5DlsLcOGDavOR331knb71VrnQP571oIZsWj5wli/aV3s2bs7Fq9YFPc+dWec/cfT43u/++/xs7u+H2c+eVL8+sVT45T7j4+f3P4vcdYzw+KsZ34Wpz70w/jhtf8Uw678Yfzhrt/HxxNHxRf7v4gt2zbH8tXLYvaCmdXrvvSn7rx58+Zud0nnkjCwb9++LrfL721+P3K7PBellMDmfL/+3c5jl9UL6r+c/sADD1R15GoJR6PkMUvbu/pV/jxGCXxs/b7lZ/XA0XXr1h1qUlfBjpnoUo6V/e6utI75O+6449B+mYRTL6XO/O70FgzfWm+9nk56nUkyW3d+EXOX74i3J6yM5x66N5645F/jw/t+FSNuPy1u/9XfxzW3/T6ueu3luHXMW3HDR0/HlW/fFuMXT4npK+bEDe/fFzeNf6RKlLl98pPxp3EPxXUf3RvXv3173PDWTb12ta+JMllR+ZX3DArOVWdK2bNnz6HVAPKX9Y+0nHfeedUYyPOcQa59KT2N29Z5uJ1xnMdudz5tZ/t2xnRPfeyLUX9s8+KIETFuxozYsm9frN66tUp8mbV0Wcxevjzmr14dSzdsqO5rlqxfH5Pnz4+PJk+uHvk638t7ntwmt819ct9Mnsm6ss6sO4/RW8m5osw3r7zySm+bV5+XAPKce1tL/XpQ5q+e5pRjmSjT1+tJT+0/nESZ+n1k3a/c++V1q9wzdXXvUt+n/jq/99mneqJMfl6C8HP1mNZSEsXz2KV0d09ZPi+B/7Nnzy5vVfdgZZ4b7IkyH0+cGCM//rhKhFm2dm2MHj8+7rjrrrjvgQdi/OTJsXT16ti8a1f1yNf5Xn6W2+S2uU8m0WQdWdeRJsrkSSgJJ5mEm6Xdv0+6G+O9jYVDA6DlRY6BHIs9rQpUVjNqHbPtjK92rgPd9bHe9HKfmm0o19MPP/ywvknbr/Pvm+xjJoyXkj+eUPqZq8rk510lR7dzTcy6y3ewdY5p52+t0sbSrlzxs9wLnHvuudV3vWwz2J8lygz2M6x/BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEBEsgg9PHTpsWo/7+9e/+Oqrz3OP6X9Zf+0LWObb20y2pbb/WorcdWT7VHRUXEctRyUcAiCBiBEC4BkhBICCQBlEvkFhJCCLlCLkACIeROAOFz1me3T85myIQME2AC773Wzkxm9vPsZ7/2sy+z1ve7nx9+iBJl2rq69EPtCR1tao4SYpwks6eqOkqUOdbcrNpTp3W85ZSO1jeo8mS9qhqb1HbhQpQoU1ZREdUVD6a/3WaEQMHPPrs1OLqysnI0AM2BQg5uClNVVVUU3OQAp3gwowPRQ3CTR3oIU0FBwejyLhuf4k9wXrlyZbScA57CFIK3vK7ERJFkgWypJMp4PSGwzU9PdkD0eFPYPgepxaexAv/9/VhJKf7cSUbepnhgpS1D0F88QK23t3fUL3FkmmQBcN4W1+99HJ/iIzmEkR/8farbFa/zfr739jtRZkHWPL384fP6+V9/qqc//4VeXPGk/iv3GT239An99stf6pWc3+rl1U/r2a8f1+Mf/ExPv/2E3v/8He2qKNf16z/e1L8nuj3xwOh4okziPvJ33heeQwC1+1n82PE6vc+9jIMIw+SncoeyTpjy5PWGkYf8XTxRJiRV+fPwhPVQ1528ppsoE9/2kGjjc0k41uMB597W0P89YkP8WHSZcK5I7PP+f8aMGZGTg6yDk7c3/lRzB3aPNyXWO96y9+O7az/e0MDwNZ3tHtaRhh5tPXBOy0pa9c+vVmnJjFe1c+UsFS+brtlvP6MPFyzRtNw9+rBwu94ryNE7mxao6OBu7azco4+2zNXM0i80d//S6PX9rZ/p3c3/q2nrP9J7q6bfdtNSSZTxU9hD4Hti8pb7bejbrvPq1au3rLu1tVWbNm265fPED5zkGOpyQGt3d3fiIvJ5dM2aNaOJNOMlkYTg2DCiTCr92CtO9XyayvKp9OnxtvEWoHv0QU5hob6rrFTnwIAaz53TsZYWHWlo0PHTp0cTYU6dPy/PJzs6omQYJ8T4ffjcyTJOmnEZl3Udrst1um6vYyJTuPa77yQGWLu8zzu+F3KCjCefe0N/dlJwfPKoCa7H5+ZwvzTeOeV+JMqkej0Zr/2pJMqEe814Ukrczokn4fj1a7IRe+Jl4u+TJcpkZWVF9fp4jp9ffO8T9uO+fftGq0p2TxkWCAkE4Zzk62NIcHW74/dzLpPsuA7B+4sWLQpVR6/h3nW8JIubCtzDf5zUsmv/fm3duVPn+/p0oa9PJxobtXT5cs2eO1dZK1fqYGWlunp6otnv/Zm/8zJe1mVc1nW4rokmyvi487ksHFdhs+MjQoZRnFL9fZKsj9+uL4Q2JL76/i/05cWLF9+SXFFXVxf9lvEyiYnyqfSvVK4DybYx3nYnmIZjwm3z+/gxE1828b2vk/H7NX/v/0N98dEr/Z0fhhCM/DrW6KTJjp1kv7WSnWNS+a3ltoWR8JxkZ2PfsyfbjkSHB+l/EmUepL3JtiCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAvdRwEFi+44cUXlFhQaHh9U9MKjGzi41dZ2P5oZznao/6yeon9fFgQH1DQ2pd3BQPQMDutjfr+7+fvUOD0dPby7dvz+qa6KBZ97sEFjk4HQnp/jJ/g4oDEFBDmBywOJYQcchwNQBig4oc+BTCN73Zx4xIEwO0gqBx67TZR0YHZYPwVgedSUETzmINIyYEcrerUQZB02GQEuvc+nSpdH22MOfx59Snmrwlp9y7W1yPQ6ODMG1DsoN2/rmm2/q448/Hv3fn3v7GxoaAmH0RGZ/7sSbdevWyQGCnpIFwDU1NY3W533rQLTwpG3X4zriU6rbFS97P997NJjDNQf15xmv6IlXH9Ejr/1UT839uf6w8td6Ne93euHbJ/TM0kf1yvqn9NKaJ/XMkkf12Ds/0y//+DM9/foTWrdltS6PDEfJMqluR7JEGR9PHl3F/Wj16tWjyVLxoEiPruL94H3vY8dBx6EPlpSU3NSUmTNnRsv6uHzjjTdG34fjI54o44IhCNf1f/TRR9G+9qgrbpP7WSpTuokyDmwNyS/ePgcVh+Pe7fPsoGMHJHpy0HL43E8Z93nCCRYua09PY/V5J+n5qeUu62XPnTsXLes/IbDS37mf29t1OaEinqgzVr2jlWTAGyfJ1LX2qWBvm5YXN2n+5mYtKOnQ/A0H9OU3G7V28AiAzAAAGdBJREFU7TqtzlmnL5Zt0JzcCv294Lj++k25/vL1Jr31TbaWbyrUqsL1+mDtx3pr9TT996q39erS1/Wf//yTnpv/kv5nyTR9umL8Ub/MkEqijJfftWvX6D6NJyPYOzwF3vvG+8JPcvc50+sIiQQ+501k8jkt9B0fK77OOCHLx5avY+E7H7eexksiCdeckCiTaj9O9Xya6vIT7dPjbeNETO/GMqvy81V+8KDaenpU1dSsg3V1qjl9WvVnzqjZo8XE5qbOzigBxkkwfh//zu9dxmVdh+tyna7b65jI5GTFMOqI+4f3u/uez9sOsPY5yJ/7szDFE7x8TXW/mzZt2mj/qq2tDYuOea4KX4b+nZh066Byr9Ojg4VpvHNTKvW4vlSuJ+OtN5VEGZuE48+ueXl5YdNGX4O1l0s0GV0oyZtw7Yzfq3nReDKBrzvZ2dnR9TEs7+tvfLpdckT8vs3Xm3CvHK5pD3SizLVrKt+7V4VlZVHCy8Dlyzrf06MjVVVasWqVXn31VW3Kz1drR0c0+70/83dexsu6jJNlXIfrut0ob2HfOMnW/cJJxP7dkp+fHx2fwd/HQPwhAan+Pgl9MyTjer236wuhbWO9FhcXj/b3l156KarL9+Dx+3yfaxJHP0u1f030OjDecRxv/5w5c0bbHT//xJcZ6733g2cnwnkEUJ8bwv2pj7XEpHD/H8z9Gq7J8bpTvSYmO8fETW/3W+vMmTOjx/SpU6dGmxN/wMBkJKCPVpzBb0iUyeCdQ9MQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIGpJOCklj2HD6ts//4oUebsxR5VNjZFc3XLKZ1o71DN6VadbO9Q79CQLl+9quErVzQ0MhIFnPVfvqyBkZEoUWb73r1RXakkyvhp1vFgpfA+BNTv3r07KaeD0kIgWSjnVweM9vT03FLOTxeOB2F5WQdWOYgsHuA2b9680Tb5ewfFOXjJyzvgKj6tWLEi+txPco9P4YnSDkSLTw7KC21NDFBzm+PBrmE51xEP8nJwvb9LDJYKTwL39sQnJ+GEUWVczuU9OXAtnhzh77w/HOjp7fb/8aeqV1dXj37u7xwAHurx/57jQX7+ziNrhADOsIwN/cTkxCnV7Uosfz/+//H6j6qpr9L64hzN/PID/e0fr+u1WS/p9589rt9/9Uu9svEpvbD6CT234jG9nPukns96Qk/O/g+9/Mmz+uunr+nduW9p6fqvtOfwbl28dOsIFLfbpmSJMg5EDoG4wd1JVx7RIkweacOBgGFfh+U8ElPiU9OdMBWSTbyc+1N9fb1mzZoV7ffCMUZP8D6Ol3E5B5k6SSSVKZ4okxiEHOq5XTD+iRMnon4fttGB6X6qeki48OfxpDD39RBkGcq47Q4+9ZQs6NPHtI9Xl3H5+PHg+n1eC/X51fbx0auS1Ru2836/Vhzv1Ob9bVq4uUGfb27WF0VtWrz7ghZsbdTCjYe0q6Ja2/dUae76Q1pQ3KSFZR36eGONpmXv09tZpfo8p1RZecXKKdug1WVrtHJHtrKKV2jZ1m/09eZl2liepx37Sm+7mWG/OeA9TLYOtvGRqsL3IXDZy8TPp/6+tLT0lr4a6vL51N9PdHICYeJ+DnW5T/iaEYKzx+u3IfkgJMp4/an041TPp6ku7/ZMpE+Pt40TNZ3s5ZatW6fCXbtU3dIi3+fUtrWp+fx5ne7uVmtPT0qzy7is63BdrtN1ex0TnZyo68S5xHNx6De+L4gnv7hejzCTeI53v4ufx7zceOeUMOpb4r1ESJTx/UGYJqse1+c2xq8N411PxltvaGdIYHTdyfqbr2nxc4BtE6eQVOy2eb2pTGFfONk6cfJ1OnHdXr/bHc4FoUyye8rwvRPAfU4KfcNt9XUpJEY4MTU+JTuuw0g3ifeu4T4y8d41Xuf9em+r0u+/V15Jic52d+vS4KAu9Pbq9Jkz+uHQIeWsW6eDR47o3IUL0Xz46FGty83V4cpKnensjBL9h65cUXdfnwq2b4/qSvRPtm0epSXxniDsA/9m6O/vv6loKr9PkvXx2/WFm1Y4xj++R4vf+4f2+tX9Zqz7qVT7l1c7ketAsm1MbHY82aS9vT3x66T/h3NZfBv93ondYSTBxMIhsTnxmAnLJTt2wjGS+Fsr2TnG2z7R31rh99JY99Q+X3ibfJ3w/fuDPpEo86DvYbYPAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBC4RwJOavn+4EHt2Ls3SpRp6+zUvupj2ldVrYO1J1TTckqVDY2qaW6JRpIZuXbtlmSZKPCsv18le/ZEdaWSKDMZm+kgJCeytLa23hJ0OFb9DmBz4JRHfEhMCAjLO2nFI6LEE2jCd3f71YF7LS0t0TZ52yZjCkZ+QnFigo630Qkt8YBBL+PPErffyUa2c4Bd4nfjtdNB7PYcK4FpvHKZ/t3Va1eVW7JGs5fP0tqibOVsXalF6+frj7Of09NzfqEXV/9aL+Q8rudzHtOLa36lZxY9qt/M+LlmLZ+uVZuzlFuyVoty5mtu1qdqav3/0Xsma7udMGD3sZ6WHdYR+ob3a2LfCMv4NfTLsZIQ4sslvndAnwMp40kjicvcq/+7urpuSZJwX07WL912HwfDw8OT1kTXZY9UHSetAWlUtLjguOZtrNWMdXX6x5bTWrSzS99W9GnBjrOav7VZDR19qmrp0SebGrSovFPfVvRGr59ubtZ72VX6+4oKZRUcUE1tfeRq2/jsUY7up4uPk2PHjkWjCjnhJZ1gVB9L3s8eoch1OtA62fUm1V2Saj9Otf5Ul59qffqrVauUs7lQOyp+0OGT9arr6FDDuXNq9OgxdzC7rOtwXa7TdXsdqU7uH07iciC2k1d8bNzuvOnjZbLPUam2+06Wv9PryZ2sK17GoxM2NjaOeU0MSdJOULgbkxOifJ31eS6dezv3E9/zjpXocDfanQl12mv48mUV79yp9Vu2qKm9Q2e6u6PZSTOdFy+qq6dH53t7o0QYj3h5yaNgDg6qf2goSuwfHBmJfr9c7OtT3rZtKtm166b73olsp++BfU/l87oTF8e7t3J94f5qor9PJtKGVJcZGBiIEsg8mqQTMOJJak4adgKGE1RCn7zT/jUZ14Ew+puTVFKd3H4nqvnc6YcVJCbExuvzNoYRpJwYPZlTsnNMKr+1JrM9U7UuEmWm6p6j3QgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQIYJOKllV0WFtu3erYGhIQ2PjMhBZBd7+9TT1x89sbmnfyAKOPNoMleuXVNisoxHmPETmot27YrquteJMhlGSnMeIoErV6/om/wlmvPtLNW11OpUR4uO1B7U3OxP9Md5z+qpuY/o98t+oedWPaqnFzyiP8z9jf42/88q2lOg5rZGdXS2a+22bL234C3VtRx/iOTY1Kko8P6SfZqxslL/m9ek2VtatbD0X8kwn29r1+y8OlU1nFPF8TOaua42Sp7J2t8bLeNlZ21s0PvLD2hJXqXOdvXIT65PnJ1c4mByJgTupsDynBx9nZ2tRatWadnatcrKzdW3GzakNbsO1+U6XbfXwTR1BJzwEEajGC/Afups0YPV0v7BQbW0tmpDUZG+3bBRe49W6XDdSR2tr9exxkbVtrSo7vRpNba3q+XsWbV1dUWjznRduhT9pukdHNTA8LAuX7mii729yt26VUVlZSknyjwIqiMjI/LoSfGEGb+/XdLPvdj2MCJfeXn5XV2dk2l8vDtZhikzBUiUycz9QqsQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEpI+An2zog2YHKJbt3q7C0VAODgze130/cvX7jhn68fl3X/j1fdbkff7wpYebytWvq7u9XQWlpVJfrdN2pjDhy04r5B4EpIuBEmbzSXK0qzNL57i719/epraNV+aUb9GnWTP1p7vN6YcGv9ew/H9NL836n9xf/Tcs2LFbl8cPqudQTjVRSXrFDC7LnqLm9cYpsNc18WAXe/bJE7y7erXeyDum9lUc1c22t5hW26O/r6zQr56jK99eo+PsaTV9ZqU82nNTczc2aufaE3l9VpXezDmna4l1aXnBIl/ovP6yEbHcGCOzcs0dbS0u1rqBAa/PztSYvb1Jm1+U6XbfXwTR1BLKzs6PA+XfeeWfqNPohaWlvX58aWlpUumePtpSVafv3e1RV36C6U6dU7+SYtjY1d3To9NmzaneCzIUL0egy3b29utTfH40qMzg8rCip/9IlnWxu1oYtW7Rj9+5olBqPbvQw/l7xCCxOGJk+fbo8gtr9no4fPx4dgz/5yU/uesLsG2+8Ea0rNzf3fm82608iQKJMEhg+RgABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEJiYwPDwcPT04LPnzimvuFgbi4vVPzBwS+EbUpQsEyXM3LgxmjDjxJmr16/ripNmrl/Xxf7+6EnPrst1+snEXgcTAg+qgBPJHGBZW39ch48e0tmzZ3XmzBk1NTfpaPVRbS3bovkr5+q1T1/Usx/+Sh8v/kBrNq/WgcMHdKKuVqdPn1ZnZ6eO1x3X/kP71N3TLdfJhECmCsz+Ol9vz9uk372fq+c/KtDLnxTr9Xnlemvh9/pw6V5lbyhR1vodem/Jfr258Hv9ZW5ZtMzzMwv07PQNem/+Jq0v2qu+Aa4NmbqPH4Z2DQ0P69KlS9H5ur29Xa1tbZMyuy5fA1y318E0dQS++OILOUmmurp66jT6IWlpXX29Snbu1IKsLB04elQXL13SlX8n4zvBZXS+fj1K7HcCyC3zjRvy3VV9S4u2lJYqv6hI+w4c+NexOjQkj2bGdH8FCgsLo2MwLy/vrjZkaGgoWo+P90wYReeubuwUrpxEmSm882g6AggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQCQIODnKQfn1DgzYUFmrZ6tUq3LFD23buvGku3rlTxeXlo3NRebni89ayMm0tL1fB9u1RHa7LdbpuApAyYU/ThrslEI24dP26ui9261zn2WiEmO7u7ihhxkkwNSdq9P2B71RYnqeN29eqbO8OHa4+FCXStLW3RcdIT0+Pus536cy5Mxq+PEyizN3aWdQ7KQJ7DlSraOdhZRfsVU7hfq3dekC52w5r045KFZYf1Xd7D2rXnkMqKKvSpu2Vyt12KFrGy67evE/bdh9RTV2LRq5cnZT2UAkCdyLgwHqPeudkXgdNexS8yZhdl+tkRL072SuUQWBsgZraWhWWlOiThQv17bp1yt+2LRq1qaisTKnO+cXF2rRli3Z+952O1dRE92FObBsY40EBY7eGTxFA4F4IkChzL5RZBwIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggg8AALXLx4UW1tbdHTs3Pz8/XFkiWaNX++Pv788zuaXdZ1uC4/kdt1ex1MCDzIAmFUmZGRkSjg2slh7vfnz5+PAjA9ukB89qgzTiK7cOFC9CRzB2eGwGo/AZ0RZR7k3jL1t8391qNmnDx5MuW5vr5eHR0d6u3tjZ72P/U12AIEEEAAgbstUF1To7yiIs2YMyfteeGyZdHvlAMHD6qxsTG6nvm65usSEwIIZI4AiTKZsy9oCQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQBoCJMqkgUdRBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBzBEgUSZz9gUtQQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSEOARJk08CiKAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQOQIkymTOvqAlCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACaQiQKJMGHkURQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQyR4BEmczZF7QEAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgDQESZdLAoygCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEDmCJAokzn7gpYggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgikIUCiTBp4FEUAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEMgcARJlMmdf0BIEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIE0BEiUSQOPoggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAApkjQKJM5uwLWoIAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJCGAIkyaeBRFAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIHMESJTJnH1BSxBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBNIQIFEmDTyKIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIZI4AiTKZsy9oCQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQBoCJMqkgUdRBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBzBEgUSZz9gUtQQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSEOARJk08CiKAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQOQIkymTOvqAlCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACaQiQKJMGHkURQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQyR4BEmczZF7QEAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgDQESZdLAoygCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEDmCJAokzn7gpYggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgikIUCiTBp4FEUAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEMgcARJlMmdf0BIEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIE0BEiUSQOPoggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAApkjQKJM5uwLWoIAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJCGAIkyaeBRFAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIHMESJTJnH1BSxBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBNIQIFEmDTyKIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIZI4AiTKZsy9oCQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQBoCJMqkgUdRBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBzBH4PxKcr+kOZGB4AAAAAElFTkSuQmCC" width="640" /></span></div><div><span style="font-family: inherit;"><br /></span></div><div><span style="font-family: inherit;"><br /></span></div><div><span><h3 style="font-family: inherit;"><span style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="background-color: transparent;"><span style="color: #990000; font-family: inherit;"><u><i>Stoping Solr</i></u></span></span></span></h3><div style="font-family: inherit;"><span style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="background-color: transparent;"><span style="color: #990000; font-family: inherit;"><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><span style="font-family: inherit;">bin/solr stop</span></code></pre><pre class="pygments highlight" style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); direction: ltr; letter-spacing: normal; line-height: 1.45; margin-bottom: 0px; margin-top: 0px; overflow-wrap: break-word; padding: 1em; text-size-adjust: auto; white-space: pre-wrap;"><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><span style="font-family: inherit;"><p class="p1" style="background-color: #fef48b; color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bin/solr stop</span></p><p class="p2" style="background-color: #fef48b; color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: #fef48b; color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; white-space: normal;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Sending stop command to Solr running on port 8983 ... waiting up to 180 seconds to allow Jetty process 71357 to stop gracefully.</span></p></span></code></pre><div><code data-lang="bash" style="box-sizing: border-box; line-height: 1.45;"><span style="font-family: inherit;"><br /></span></code></div></span></span></span></div><div style="font-family: inherit;"><span style="background-color: white; caret-color: rgba(0, 0, 0, 0.8); letter-spacing: -0.17px; text-size-adjust: auto;"><span style="background-color: transparent;"><span style="color: #990000; font-family: inherit;"><u><i><br /></i></u></span></span></span></div><h2 id="exercise-1" style="box-sizing: border-box; break-after: avoid; direction: ltr; line-height: 1.2; margin: -40px 0px 0px; padding: 60px 0px 0px; text-size-adjust: auto;"><span style="color: #990000; font-size: medium;"><u><i><span style="font-family: inherit;"><span><!--more--></span><span style="letter-spacing: -0.01em; word-spacing: -0.05em;"><br /></span></span></i></u></span></h2><h2 id="exercise-1" style="box-sizing: border-box; break-after: avoid; direction: ltr; line-height: 1.2; margin: -40px 0px 0px; padding: 60px 0px 0px; text-size-adjust: auto;"><span style="color: #990000; font-size: medium;"><u><i><span style="font-family: inherit;"><span style="letter-spacing: -0.01em; word-spacing: -0.05em;">Indexing </span></span><span style="letter-spacing: -0.24px; word-spacing: -1.2px;">Exercise</span><span style="font-family: inherit;"><span style="letter-spacing: -0.01em; word-spacing: -0.05em;">:</span></span></i></u></span></h2><div style="box-sizing: border-box; break-after: avoid; line-height: 1.2; margin: -40px 0px 0px; padding: 60px 0px 0px; text-align: left; text-size-adjust: auto;"><span style="font-family: inherit;"><span style="font-weight: 400; letter-spacing: -0.01em; word-spacing: -0.05em;">I followed the indexing </span><span style="font-weight: 400; letter-spacing: -0.24px; word-spacing: -1.2px;">exercise</span><span style="font-weight: 400; letter-spacing: -0.01em; word-spacing: -0.05em;"> from the </span></span><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto;"><li style="box-sizing: border-box;"><a href="http://lucene.apache.org/solr/quickstart.html" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;"><span style="font-family: inherit;">Solr Quickstart</span></a></li></ul></div><h2 id="exercise-1" style="box-sizing: border-box; break-after: avoid; direction: ltr; font-family: inherit; letter-spacing: -0.01em; line-height: 1.2; margin: -40px 0px 0px; padding: 60px 0px 0px; text-size-adjust: auto; word-spacing: -0.05em;"><span style="color: #990000; font-family: inherit; font-size: medium;"><u><i>Indexing Techproducts Example Data</i></u></span></h2><div style="font-family: inherit;"><span style="color: #990000; font-family: inherit;"><u><i><br /></i></u></span></div><div><p style="box-sizing: border-box; direction: ltr; font-family: inherit; letter-spacing: -0.01em; line-height: 1.6; margin: 0px 0px 1.25em; padding: 0px;"><span style="font-family: inherit;">This exercise will walk you through how to start Solr as a two-node cluster (both nodes on the same machine) and create a collection during startup. Then you will index some sample data that ships with Solr and do some basic searches.</span></p><h4 style="box-sizing: border-box; break-after: avoid; letter-spacing: -0.01em; line-height: 1.2; margin: -40px 0px 0px; padding: 60px 0px 0px; text-align: left; text-size-adjust: auto; word-spacing: -0.05em;"><span style="color: #990000; font-family: inherit; font-size: small;"><i><u>Launch Solr in SolrCloud Mode</u></i></span></h4><p style="box-sizing: border-box; caret-color: rgba(0, 0, 0, 0.8); color: rgba(0, 0, 0, 0.8); direction: ltr; letter-spacing: -0.01em; line-height: 1.6; margin: 0px 0px 1.25em; padding: 0px; text-size-adjust: auto;"><span style="font-family: inherit;">To launch Solr, run:<span class="Apple-converted-space"> </span><code style="background-color: #f7f7f8; border-radius: 4px; box-sizing: border-box; color: rgba(0, 0, 0, 0.9); letter-spacing: 0px; line-height: 1.45; padding: 0.1em 0.5ex; word-break: break-word; word-spacing: -0.15em;">bin/solr start -e cloud</code><span class="Apple-converted-space"> </span>on Unix or MacOS</span></p><section class="sect2" style="box-sizing: border-box;"></section></div><div style="font-family: inherit;"><span style="color: #990000; font-family: inherit; font-size: medium;"><br /></span></div><span style="font-family: inherit;">
Searching</span><br /></span><pre style="border-radius: 3px; border: 0px; box-sizing: inherit; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-ligatures: normal; font-variant-numeric: inherit; line-height: inherit; margin-bottom: 1em; max-height: 600px; overflow-wrap: normal; overflow: auto; padding: 12px 8px; vertical-align: baseline; width: auto;"><h4 style="caret-color: rgb(36, 41, 46); font-family: Times; white-space: normal;"><span style="color: #990000; font-family: inherit;"><i><u>Tools</u></i></span></h4><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box;"><span style="font-family: inherit;"><a href="https://wordpress.org/plugins/wpsolr-search-engine/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">WPSolr Search Engine WordPress Plugin</a><span class="Apple-converted-space"> </span>Search 10 times faster with Elasticsearch or Apache Solr with lots of data - WPSOLR.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://www.drupal.org/project/apachesolr" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Apache Solr Search Drupal Plugin</a><span class="Apple-converted-space"> </span>This module integrates Drupal with the Apache Solr search platform.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://www.drupal.org/project/search_api_solr" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Drupal Search API Solr Plugin</a><span class="Apple-converted-space"> </span>This module provides a Solr backend for the<span class="Apple-converted-space"> </span><a href="https://www.drupal.org/project/search_api" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Search API</a><span class="Apple-converted-space"> </span>module.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/evolvingweb/ajax-solr/wiki/Solr-proxies" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solr proxies</a><span class="Apple-converted-space"> </span>Simple solr proxies implemented in PHP, Node.js, Java, or NGINX.</span></li></ul><h4 style="caret-color: rgb(36, 41, 46); font-family: Times; white-space: normal;"><span style="color: #990000; font-family: inherit;"><i><u>Projects</u></i></span></h4><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box;"><span style="font-family: inherit;"><a href="https://github.com/dalenewman/Transformalize/" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Transformalize</a><span class="Apple-converted-space"> </span>This tool expedites mundane data processing tasks like cleaning, reporting, and denormalization. Specifically can quickly process data from SQL/MySQL/PostgreSQL to Solr/ Elasticsearch.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/nsoft/jesterj" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">JesterJ</a><span class="Apple-converted-space"> </span>A new highly flexible, highly scaleable document ingestion system.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/lucidworks/spark-solr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Spark-Solr</a><span class="Apple-converted-space"> </span>Tools for reading data from Solr as a Spark RDD and indexing objects from Spark into Solr using SolrJ.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/naveenmadhire/flink-solr-connector" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Flink Solr Connector</a><span class="Apple-converted-space"> </span>Apache Flink Sink for Solr.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://flume.apache.org/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Apache Flume</a><span class="Apple-converted-space"> </span>Flume is a distributed, reliable, and available service for efficiently collecting, aggregating, and moving large amounts of log data.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/lucidworks/storm-solr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Storm Solr</a><span class="Apple-converted-space"> </span>Tools for building Storm topologies for indexing data into SolrCloud.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;">[Kafka Connector for Solr Sink(<a href="https://github.com/MSurendra/kafka-connect-solr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">https://github.com/MSurendra/kafka-connect-solr</a>) Kafka Connect Solr for writing data to Solr.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/tangentlabs/SolrMQ" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">SolrMQ</a><span class="Apple-converted-space"> </span>SolrMQ is a plugin for Solr that allows you to send updates to Solr using a AMQP messaging queue. We use the RabbitMQ library.</span></li></ul><h4 style="caret-color: rgb(36, 41, 46); font-family: Times; white-space: normal;"><span style="color: #990000; font-family: inherit;"><i><u>Clients</u></i></span></h4><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box;"><span style="font-family: inherit;"><a href="https://cwiki.apache.org/confluence/display/solr/Using+SolrJ" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">SolrJ</a><span class="Apple-converted-space"> </span>Java Solr Client.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/mausch/SolrNet" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">SolrNet</a><span class="Apple-converted-space"> </span>.NET Solr Client.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/takezoe/solr-scala-client" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solr Scala Client</a>.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/inoio/solrs" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">solrs</a><span class="Apple-converted-space"> </span>An async, non-blocking solr client for java/scala, providing a query interface like SolrJ.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/seratch/scalikesolr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Scalikesolr</a><span class="Apple-converted-space"> </span>Apache Solr. Client for Scala/Java.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/Ramzi-Alqrainy/solr-play-scala-client" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solr Play Scala Client</a><span class="Apple-converted-space"> </span>A Scala library in Play framework for indexing and searching documents within an Apache Solr.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://wiki.apache.org/solr/SolPython" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Python Solr Clients</a><span class="Apple-converted-space"> </span>Reference to multiple Python Solr Clients.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/moonlitesolutions/SolrClient" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Python:SolrClient</a><span class="Apple-converted-space"> </span>SolrClient is a simple python library for Solr; built in python3 with support for latest features of Solr.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="http://mysolr.readthedocs.io/en/latest/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">mysolr</a><span class="Apple-converted-space"> </span>mysolr was born to be a fast and easy-to-use client for Apache Solr’s API and because existing Python clients didn’t fulfill these conditions.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/rsolr/rsolr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">rsolr</a><span class="Apple-converted-space"> </span>A ruby client for Solr.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="http://sunspot.github.io/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Sunspot</a><span class="Apple-converted-space"> </span>Solr-powered search for Ruby objects.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="http://www.solarium-project.org/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solarium</a><span class="Apple-converted-space"> </span>Solarium is a Solr client library for PHP.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="http://php.net/manual/en/intro.solr.php" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solr PHP extension</a><span class="Apple-converted-space"> </span>The Solr extension allows you to communicate effectively with the Apache Solr Server in PHP.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/rtt/Go-Solr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Go-Solr</a><span class="Apple-converted-space"> </span>A solr library written in Go.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/vanng822/go-solr" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">go-solr</a><span class="Apple-converted-space"> </span>Solr client in Go, core admin, add docs, update, delete, search and more.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/wirelessregistry/gora" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Gora</a><span class="Apple-converted-space"> </span>A simple Solr client for Go.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="http://search.cpan.org/~markov/Apache-Solr/" rel="nofollow" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">CPAN Apache::Solr</a><span class="Apple-converted-space"> </span>Perl Apache Solr.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/mlehman/solrclj" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">Solrclj</a><span class="Apple-converted-space"> </span>A Clojure client for Apache Solr.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/mwmitchell/flux" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">flux</a><span class="Apple-converted-space"> </span>A Clojure based Solr client.</span></li></ul><ul style="box-sizing: border-box; caret-color: rgb(36, 41, 46); color: #24292e; font-family: Times; margin-bottom: 16px; margin-top: 0px; padding-left: 2em; text-size-adjust: auto; white-space: normal;"><li style="box-sizing: border-box; margin-top: 0.25em;"><span style="font-family: inherit;"><a href="https://github.com/lbdremy/solr-node-client" style="box-sizing: border-box; color: #0366d6; text-decoration-line: none;">solr-node-client</a><span class="Apple-converted-space"> </span>A solr client for node.js. A solr client for indexing, adding, deleting,committing and searching documents within an Apache Solr installation</span></li></ul></pre><pre style="border-radius: 3px; border: 0px; box-sizing: inherit; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-ligatures: normal; font-variant-numeric: inherit; line-height: inherit; margin-bottom: 1em; max-height: 600px; overflow-wrap: normal; overflow: auto; padding: 12px 8px; vertical-align: baseline; width: auto;">--</pre>
Captain Nemo<br />
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Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-71927668554852252162019-01-30T02:42:00.005+00:002020-12-14T19:22:49.317+00:00Introduction to Data Science with R & Python<div dir="ltr" trbidi="on">
<h1 style="text-align: left;">What is Data Science?</h1><br /><br />Data science is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from many structural and unstructured data. Data science is related to data mining, machine learning, and big data.<br /><br />Data science is a "concept to unify statistics, data analysis, and their related methods" in order to "understand and analyze actual phenomena" with data. It uses techniques and theories drawn from many fields within the context of mathematics, statistics, computer science, domain knowledge, and information science.</div><div dir="ltr" trbidi="on"><a href="https://en.wikipedia.org/wiki/Data_science">Wikipedia: Data science</a></div><div dir="ltr" trbidi="on"><br /><h2 style="text-align: left;">R or Python?</h2><h3 style="text-align: left;">Why use R for Data Science?</h3>1. Academia:<br /><br />R is a very popular language in academia. Many researchers and scholars use R for experimenting with data science. Many popular books and learning resources on data science use R for statistical analysis as well. Since it is a language preferred by academicians, this creates a large pool of people who have a good working knowledge of R programming. Putting it differently, if many people study R programming in their academic years then this will create a large pool of skilled statisticians who can use this knowledge when they move to the industry. Thus, leading to increased traction towards this language.<br /><br />Read More: <a href="https://www.newgenapps.com/blog/python-for-ai-artificial-intelligence-ml/">Suitability of Python for Artificial Intelligence</a><br />2. Data wrangling:<br /><br />Data wrangling is the process of cleaning messy and complex data sets to enable convenient consumption and further analysis. This is a very important and time taking process in data science. R has an extensive library of tools for data and database manipulation and wrangling. Some of the popular packages for data manipulation in R include:<br />dplyr Package – Created and maintained by Hadley Wickham, dplyr is best known for its data exploration and transformation capabilities and highly adaptive chaining syntax.<br />data.table Package – It allows for faster manipulation of data set with minimum coding. It simplifies data aggregation and drastically reduces the compute time.<br />readr Package – ‘readr’ helps in reading various forms of data into R. By not converting characters into factors it performs the task at 10x faster speed.<br />3. Data visualization:<br /><br />Data visualization is the visual representation of data in graphical form. This allows analyzing data from angles that are not clear in unorganized or tabulated data. R has many tools that can help in data visualization, analysis, and representation. The R packages ggplot2 and ggedit for have become the standard plotting packages. While the ggplot2 package is focused on visualizing data, ggedit helps users bridge the gap between making a plot and getting all of those pesky plot aesthetics precisely correct.<br />4. Specificity:<br /><br />R is a language designed especially for statistical analysis and data reconfiguration. All the R libraries focus on making one thing certain – to make data analysis easier, more approachable, and detailed. Any new statistical method is first enabled through R libraries. This makes R a perfect choice for data analysis and projection. Members of the R community are very active and supportive and they have a great knowledge of statistics as well as programming. This all gives R a special edge, making it a perfect choice for data science projects.<br />5. Machine learning:<br /><br />At some point in data science, a programmer may need to train the algorithm and bring in automation and learning capabilities to make predictions possible. R provides ample tools to developers to train and evaluate an algorithm and predict future events. Thus, R makes machine learning (a branch of data science) a lot more easy and approachable. The list of R packages for machine learning is really extensive. R machine learning packages include MICE (to take care of missing values), rpart & PARTY (for creating data partitions), CARET (for classification and regression training), randomFOREST (for creating decision trees), and much more.<br /><br />Read More: <a href="https://www.newgenapps.com/blog/5-ml-machine-learning-trends-2017/">5 Machine Learning Trends to Follow</a><br />6. Availability:<br /><br />R programming language is open source and is not severely restricted to operating systems. Being open-source, R is covered under the GNU General Public License Agreement. This makes it highly cost-effective for a project of any size. Since it is open-source, developments in R happen at a rapid scale and the community of developers is huge. All of this, along with a tremendous amount of learning resources makes R programming a perfect choice to begin learning R programming for data science. Because there are many new developers exploring the landscape of R programming it is easier and cost-effective to recruit or outsource to R developers.</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /><h3>Why use Python for Data Science?</h3>Python is the programming language of choice for data science. Here’s a brief history:<br /><ul style="text-align: left;"><li>In 2016, it <a href="http://blog.kaggle.com/2017/01/05/your-year-on-kaggle-most-memorable-community-stats-from-2016/">overtook R on Kaggle</a>, the premier platform for data science competitions.</li><li>In 2017, it <a href="https://www.kdnuggets.com/2017/08/python-overtakes-r-leader-analytics-data-science.html">overtook R on KDNuggets’s annual poll</a> of data scientists’ most used tools.</li><li>In 2018, 66% of data scientists reported <a href="https://www.kdnuggets.com/2018/05/poll-tools-analytics-data-science-machine-learning-results.html">using Python daily</a>, making it the number one language for analytics professionals.</li></ul><h3 style="text-align: left;">Installing R on Mac OS</h3>
<br />
If you have followed my blogs then you must be aware that I use HomeBrew to install packages on Mac. In order to install R, I used the same.<br />
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<span style="font-variant-ligatures: no-common-ligatures;">$ brew install R</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">Updating Homebrew...</span></div>
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<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Auto-updated Homebrew!</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Updated Homebrew from 76b3c3dbe to 0f270d811.</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">Updated 4 taps (homebrew/cask-versions, homebrew/core, homebrew/cask and adoptopenjdk/openjdk).</span></div>
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<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">New Formulae</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">anyenv aws-iam-authenticator s3ql</span></div>
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<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Updated Formulae</span></div>
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<span style="color: white; font-variant-ligatures: no-common-ligatures;">ffmpeg </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">✔</span><span style="font-variant-ligatures: no-common-ligatures;"> bison consul erlang gibo helmfile kotlin mill plantuml sshuttle visp youtube-dl</span></div>
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<span style="color: white; font-variant-ligatures: no-common-ligatures;">jenkins </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">✔</span><span style="font-variant-ligatures: no-common-ligatures;"> bundletool coreutils exploitdb gmsh htmldoc krakend minio presto switch-lan-play whois</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">ask-cli certbot dnsperf ffmpeg@2.8 gnupg-pkcs11-scd hub kubectx minio-mc pulumi topgrade wtf</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">aws-sdk-cpp checkstyle easyengine fn gnutls jbake libgit2 nim pycodestyle traefik xcodegen</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">bettercap composer emscripten fonttools goreleaser jhipster libgpg-error nss siril unrar you-get</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Installing dependencies for r: </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">gettext</span><span style="font-variant-ligatures: no-common-ligatures;">, </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">libpng</span><span style="font-variant-ligatures: no-common-ligatures;">, </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">openblas</span><span style="font-variant-ligatures: no-common-ligatures;"> and </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">pcre</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Installing r dependency: </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">gettext</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/gettext-0.19.8.1.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Pouring gettext-0.19.8.1.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Caveats</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">gettext is keg-only, which means it was not symlinked into /usr/local,</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">because macOS provides the BSD gettext library & some software gets confused if both are in the library path.</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">If you need to have gettext first in your PATH run:</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> echo 'export PATH="/usr/local/opt/gettext/bin:$PATH"' >> ~/.bash_profile</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">For compilers to find gettext you may need to set:</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export LDFLAGS="-L/usr/local/opt/gettext/lib"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export CPPFLAGS="-I/usr/local/opt/gettext/include"</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
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<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Summary</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/gettext/0.19.8.1: 1,935 files, 16.9MB</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Installing r dependency: </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">libpng</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/libpng-1.6.36.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Pouring libpng-1.6.36.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/libpng/1.6.36: 27 files, 1.2MB</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Installing r dependency: </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">openblas</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/openblas-0.3.5.mojave.bottle.1.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Pouring openblas-0.3.5.mojave.bottle.1.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Caveats</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">openblas is keg-only, which means it was not symlinked into /usr/local,</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">because macOS provides BLAS and LAPACK in the Accelerate framework.</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">For compilers to find openblas you may need to set:</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export LDFLAGS="-L/usr/local/opt/openblas/lib"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export CPPFLAGS="-I/usr/local/opt/openblas/include"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">For pkg-config to find openblas you may need to set:</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export PKG_CONFIG_PATH="/usr/local/opt/openblas/lib/pkgconfig"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Summary</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/openblas/0.3.5: 21 files, 120.7MB</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Installing r dependency: </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">pcre</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/pcre-8.42.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Pouring pcre-8.42.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/pcre/8.42: 204 files, 5.5MB</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Installing </span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">r</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/r-3.5.2_2.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Pouring r-3.5.2_2.mojave.bottle.tar.gz</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/r/3.5.2_2: 2,116 files, 55.7MB</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Caveats</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">gettext</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">gettext is keg-only, which means it was not symlinked into /usr/local,</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">because macOS provides the BSD gettext library & some software gets confused if both are in the library path.</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">If you need to have gettext first in your PATH run:</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> echo 'export PATH="/usr/local/opt/gettext/bin:$PATH"' >> ~/.bash_profile</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">For compilers to find gettext you may need to set:</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export LDFLAGS="-L/usr/local/opt/gettext/lib"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export CPPFLAGS="-I/usr/local/opt/gettext/include"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">openblas</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">openblas is keg-only, which means it was not symlinked into /usr/local,</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">because macOS provides BLAS and LAPACK in the Accelerate framework.</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">For compilers to find openblas you may need to set:</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export LDFLAGS="-L/usr/local/opt/openblas/lib"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export CPPFLAGS="-I/usr/local/opt/openblas/include"</span></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal; min-height: 14px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">For pkg-config to find openblas you may need to set:</span></div>
<br />
<div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> export PKG_CONFIG_PATH="/usr/local/opt/openblas/lib/pkgconfig"</span></div>
<br />
<h3 style="text-align: left;">
Installing R Studio</h3>
<div style="text-align: left;">
<span style="font-family: inherit;"><span style="caret-color: rgb(34, 34, 34); color: #222222;">RStudio is a free and open-source integrated development environment for R, a programming language for statistical computing and graphics. RStudio was founded by JJ Allaire, creator of the programming language ColdFusion. Hadley Wickham is the Chief Scientist at RStudio.</span><span style="caret-color: rgb(34, 34, 34); color: #222222;"> <a class="q ruhjFe NJLBac fl" data-ved="2ahUKEwjCo4yxvJTgAhVSMt8KHWvHA-wQmhMwKHoECAcQAg" href="https://en.wikipedia.org/wiki/RStudio" style="color: #1a0dab; cursor: pointer; text-decoration: none; white-space: nowrap;">Wikipedia</a></span></span></div>
<div style="text-align: left;">
<span style="font-family: inherit;"><br /></span></div>
<div style="text-align: left;">
<span style="font-family: inherit;">I downloaded the RStudio Desktop Version.</span></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://www.rstudio.com/products/rstudio/#Desktop" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;" target="_blank"><img alt="RStudio" border="0" data-original-height="926" data-original-width="1600" height="231" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_A9_cXrSlBwbSWCSKH-GCKYSy5bWNB4mKl-ArlYm2PYAqv5P_bvuyzSTz-mwqV4cOMtgG_bBlgO09CTPywIXHH76rj0aT8h4W6ew-Jp87p-lc6O2QzuLDnKnpDNuSy-Gi7BalDNf1lj8/s400/Screen+Shot+2019-01-29+at+9.37.39+PM.png" title="RStudio" width="400" /></a><span id="goog_599654141"></span><span id="goog_599654142"></span><a href="https://www.blogger.com/"></a></div>
<div style="text-align: left;">
<span style="font-family: inherit;"><br /></span></div>
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<span style="font-family: inherit;"><br /></span></div>
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<a href="https://download1.rstudio.org/desktop/macos/RStudio-1.2.1335.dmg">RStudio 1.2.1335 - Mac OS X 10.12+ (64-bit)</a><br />
<h3 style="text-align: left;">
<span style="box-sizing: border-box; font-weight: 700;"><span style="font-family: inherit;">Source Code</span></span></h3>
<span style="font-family: inherit;"><span style="background-color: white; color: #404040; font-size: 18px;">A tarball containing source code for RStudio v1.1.463 can be downloaded from </span><a href="https://github.com/rstudio/rstudio/" style="box-sizing: border-box; color: #42709b; font-size: 18px; text-decoration: none; transition-duration: 0.2s; transition-property: color, background-color, border-color; transition-timing-function: linear;" title="Source Code">here</a></span><br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><span style="margin-left: auto; margin-right: auto;"><img alt="RStudio IDE Cheat Sheet" border="0" data-original-height="1236" data-original-width="1600" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2mznOAdLeZP50MWhxLHSPfdx0PRBO5Uwb7SuH0Xaczdy3QuqL9Za7Ov9J9_p4O2icQpm1AbI4sjCnEHkaSv2-zzvapNF2uurQwJFYWX3qun81S3cULHuDHm0PLZe_GNewr1fCOIK_VFY/s1600/R-Studio-IDE-CheatSheet.png" title="RStudio IDE Cheat Sheet" /></span></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="text-align: left;">--</span></td></tr>
</tbody></table>Kinshuk Dutta</div><div dir="ltr" trbidi="on">New York</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-51267900513797327642019-01-09T15:04:00.004+00:002020-12-19T21:47:42.846+00:00Deep Learning Using TensorFlow<div dir="ltr" trbidi="on">
<h1 style="text-align: left;">Deep Learning Using TensorFlow</h1><div><br /></div><h2 style="text-align: left;">What is Deep Learning?</h2>As we saw in our previous blog <a href="https://www.prodigalpundit.com/2019/01/ai-machine-learning-deep-learning.html">AI - Machine Learning & Deep Learning</a> that deep learning is a subfield of machine learning. While both fall under the broad category of artificial intelligence, deep learning is what powers the most human-like artificial intelligence.</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">In this blog we will make an attempt to learn the basics about Google's deep learning framework using TensorFlow and Python.</div><div dir="ltr" trbidi="on"><h2 style="text-align: left;">What is TensorFlow</h2>
<br />In order to implement Machine Learning, TensorFlow provides software libraries to create computational graph. I selected TensorFlow mainly because of my love for open source. You can get more information on <a href="https://www.blogger.com/u/1/#">TensorFlow</a> from its <a href="https://www.blogger.com/u/1/#">website</a>.<br /><h4 style="text-align: left;">This is my step by step guide to installing TensorFlow on macOS Mojave.</h4></div><div dir="ltr" trbidi="on"><b>Requisites</b></div><div dir="ltr" trbidi="on"><span> </span>Hardware</div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Model Name: MacBook Pro </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Model Identifier: MacBookPro15,1 </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Processor Name: Intel Core i9 </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Processor Speed: 2.9 GHz </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Number of Processors: 1 </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Total Number of Cores: 6 </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">L2 Cache (per Core): 256 KB </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">L3 Cache: 12 MB </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Memory: 32 GB </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">OS: macOS 10.14.3 (18D32a) </div></blockquote></blockquote><div dir="ltr" trbidi="on"><span> </span>Software</div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Package Manager: Home Brew </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Big Data: Hadoop </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Cluster Computing Framework: Apache Spark 2.0.0 </div></blockquote></blockquote><div dir="ltr" trbidi="on"><b>Installation</b><br /><span> </span>Install Xcode 8.0.</div><div dir="ltr" trbidi="on"><span> </span><span> </span><span> </span><span> </span><span> </span>Xcode can be updated from <br /></div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">https://developer.apple.com/xcode/downloads/ </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">If 8.0 is installed, you may need to: </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">sudo xcode-select --switch /path/to/Xcode-beta.app </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><br /></div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">bash-3.2$ sudo xcode-select --switch /Applications/Xcode-beta.app </div></blockquote></blockquote><div dir="ltr" trbidi="on"><span> </span>Install Home Brew<br /> <br /><b>Install Tensor flow</b></div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on">Open a terminal in MAC. </div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"> CMD + Space & type Terminal or open terminal from launcher</div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><div style="text-align: left;"><span style="background-color: white; color: #222222; font-family: inherit;"><br /></span></div></div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><div style="background-color: rgba(0, 0, 0, 0.9); color: #2fff12; font-family: "Andale Mono"; font-size: 12px; font-stretch: normal; line-height: normal;"><span style="font-variant-ligatures: no-common-ligatures;">$ brew install tensorflow</span></div></div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><div style="background-color: rgba(0, 0, 0, 0.9); color: lime; font-family: "Andale Mono"; font-size: 12px; font-stretch: normal; line-height: normal;"><span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #2fff12; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/libtensorflow-1.12.0.mojave.bottle.tar.gz</span></div></div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><div style="background-color: rgba(0, 0, 0, 0.9); color: #2fff12; font-family: "Andale Mono"; font-size: 12px; font-stretch: normal; line-height: normal;"><span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></div></div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><div style="background-color: rgba(0, 0, 0, 0.9); color: lime; font-family: "Andale Mono"; font-size: 12px; font-stretch: normal; line-height: normal;"><span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="color: #2fff12; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">Pouring libtensorflow-1.12.0.mojave.bottle.tar.gz</span></div></div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><br /></div></blockquote><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><div style="background-color: rgba(0, 0, 0, 0.9); color: #2fff12; font-family: "Andale Mono"; font-size: 12px; font-stretch: normal; line-height: normal;"><span style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/libtensorflow/1.12.0: 9 files, 158.7MB</span></div></div></blockquote></blockquote><div dir="ltr" trbidi="on">
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<div style="text-align: left;">-</div><div style="text-align: left;">Kinshuk Dutta</div><div style="text-align: left;">New York</div></div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-35702829088093519202019-01-09T14:58:00.005+00:002020-12-19T21:41:10.335+00:00AI - Machine Learning & Deep Learning<div style="text-align: left;" trbidi="on">
<h2 style="text-align: left;"><br /></h2><h2><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcS-Ero5afVMQNAyCO5Q4s72dqdGD6h6ZYfzpwEkaoPaOfnqqQxQQxBTByIQJxLhgb_hZchjaPsCJQ_JUtdChnQxWnjTjQLKfyld0ADK9LOajXoYdawo8DbnLV_MNSdi2LxRrZzBv8rWk/s225/images.jpeg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="225" data-original-width="225" height="145" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcS-Ero5afVMQNAyCO5Q4s72dqdGD6h6ZYfzpwEkaoPaOfnqqQxQQxBTByIQJxLhgb_hZchjaPsCJQ_JUtdChnQxWnjTjQLKfyld0ADK9LOajXoYdawo8DbnLV_MNSdi2LxRrZzBv8rWk/w145-h145/images.jpeg" width="145" /></a></div></h2><h2 style="text-align: left;">Artificial Intelligence (AI) - Machine Learning (ML) & Deep Learning (DL)</h2>When a machine or a system becomes smart enough to decide what to do next based on a given situation is known as Artificial Intelligence (AI). </div><div style="text-align: left;" trbidi="on">Artificial intelligence is pertained to a system by two main ways:<br /><br /></div><p style="text-align: left;"><b>Machine Learning (ML)</b>: The ability of a machine to learn independently without any kind of explicit programming for a given scenario is called Machine Learning. Machine learning tool involves a lot of complex math and coding that enables the computer to modify the algorithm based on the result of identifying patterns in a large set of data and performs a function with the data given to it and gets progressively better over time.</p><p style="text-align: left;"> “Algorithms that parse data, learn from that data, and then apply what they’ve learned to make informed decisions” </p><table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-left: 1em; text-align: left;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZJyi2jvEyeE4B8rpaSUeh195xB5xl0OHZmGGSTbn6E9q68pLD2urCfWMYGGB4Plp-AAxanRDtph7cN6qnsqn4q81E-zrG-3TaJWBygqJHT8yG-tP_E7xCoEBY_XXh8MHDFyyR9ZVuZ60/s1600/Screen+Shot+2019-01-09+at+9.51.48+AM.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="854" data-original-width="1600" height="224" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgZJyi2jvEyeE4B8rpaSUeh195xB5xl0OHZmGGSTbn6E9q68pLD2urCfWMYGGB4Plp-AAxanRDtph7cN6qnsqn4q81E-zrG-3TaJWBygqJHT8yG-tP_E7xCoEBY_XXh8MHDFyyR9ZVuZ60/w422-h224/Screen+Shot+2019-01-09+at+9.51.48+AM.png" width="422" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Conceptual Neural Network </td></tr></tbody></table><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><b>Deep Learning (DL)</b>: Deep learning is considered an evolution of machine learning. It uses a programmable neural network that enables machines to make accurate decisions without help from humans. Better way to impart intelligence is to follow the mechanism used by human brain. This mechanism is known as neural network which tries to model human brain process with layers of nodes, linked together in different ways. Each additional layer requires a large increase in computing power. This layered model approach deals with millions of parameters which needs to be processed by GPUs. As the GPU becomes more and more affordable. So is the ability to create multi-layered deep neural networks.</blockquote><div style="text-align: left;" trbidi="on">
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In the subsequent blogs we will try to learn some basic ML as well as basic DL implementation techniques.<br />
-<br />Kinshuk Dutta</div><div style="text-align: left;" trbidi="on">New York</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-14480386402003421222018-10-02T17:16:00.008+01:002020-12-19T18:56:50.957+00:00Scala Basics<div dir="ltr" style="text-align: left;" trbidi="on">
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<h2 style="text-align: left;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj9WDsUDwWRvVOeA625SbpbAfUygW5nRaF0_tA2cpuLDnObHqmP6R927afXJyQngZw12vmpG33SE_h_JQAp6RP14P-At_eELYjjLDCCWJTlUdzMHv7SI6uQgvotcqI12E0ClmVooHqoAqk/s312/scala.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="161" data-original-width="312" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj9WDsUDwWRvVOeA625SbpbAfUygW5nRaF0_tA2cpuLDnObHqmP6R927afXJyQngZw12vmpG33SE_h_JQAp6RP14P-At_eELYjjLDCCWJTlUdzMHv7SI6uQgvotcqI12E0ClmVooHqoAqk/s0/scala.png" /></a></div></h2><h2 style="text-align: left;">What is Scala?</h2>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif">Scala is a general-purpose programming language providing support for functional programming and a strong static type system.</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="text-align: left;"><span style="font-variant-ligatures: no-common-ligatures;">openjdk version "1.8.0-adoptopenjdk"</span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="text-align: left;"><span style="font-variant-ligatures: no-common-ligatures;">OpenJDK 64-Bit Server VM (build 25.71-b00, mixed mode)</span></span></div>
<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="text-align: left;"><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">2 - </span><span style="background-color: #fef48b; text-indent: -140.6px;">which java</span></span><br />
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="text-align: left;"><span style="font-variant-ligatures: no-common-ligatures;">/usr/local/bin/java</span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">$brew update</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">Updated Homebrew from bd09f934f to 9141b1509.</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">Updated 3 taps (homebrew/cask-versions, homebrew/core and homebrew/cask).</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #3b00d4; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Updated Formulae</b></span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="font-variant-ligatures: no-common-ligatures;"><b>jenkins </b></span><span style="color: #26aa16; font-variant-ligatures: no-common-ligatures;"><b>✔</b></span><span style="font-variant-ligatures: no-common-ligatures;"> convox exploitdb git-secret grpc openconnect tcl-tk youtube-dl</span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">azure-cli dartsim git-open gnatsd mackup squashfs terraform-docs</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #3b00d4; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Deleted Formulae</b></span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">$ brew install scala</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #959715; font-variant-ligatures: no-common-ligatures;">Warning:</span><span style="font-variant-ligatures: no-common-ligatures;"> scala 2.12.8 is already installed and up-to-date</span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">To reinstall 2.12.8, run `brew reinstall scala`</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">$ brew reinstall scala</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #26aa16; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Reinstalling </b></span><span style="color: #26aa16; font-variant-ligatures: no-common-ligatures;"><b>scala</b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> </b></span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #3b00d4; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://downloads.lightbend.com/scala/2.12.8/scala-2.12.8.tgz</b></span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">Already downloaded: /Users/kinshukdutta/Library/Caches/Homebrew/downloads/4ffc2f15737ba9118ee6050ae3b7f1c997a2ff246a51edea3e4a662c85c4cc13--scala-2.12.8.tgz</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #3b00d4; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">To use with IntelliJ, set the Scala home to:</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;"> /usr/local/opt/scala/idea</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #3b00d4; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Summary</b></span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/scala/2.12.8: 43 files, 20.8MB, built in 5 seconds</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">$ brew install sbt</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="color: #3b00d4; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://github-production-release-asset-2e65be.s3.amazonaws.com/279553/ae845a00-0be0-11e9-99d2-03a5afa9f1c7?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIAIWNJYAX4CSVEH53A%2F20190117%2Fus-east-1%2Fs3%2</b></span></span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">You can use $SBT_OPTS to pass additional JVM options to sbt.</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">Project specific options should be placed in .sbtopts in the root of your project.</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">Global settings should be placed in /usr/local/etc/sbtopts</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">🍺 /usr/local/Cellar/sbt/1.2.8: 521 files, 50MB, built in 12 seconds</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">echo '-J-XX:+CMSClassUnloadingEnabled' >> /usr/local/etc/sbtopts</span></div>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif" style="font-variant-ligatures: no-common-ligatures;">echo '-J-Xmx4G' >> /usr/local/etc/sbtopts</span></div>
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<h3 style="text-align: left;"><span face=""helvetica neue" , "arial" , "helvetica" , sans-serif">Scala Plugin for Eclipse</span></h3>
<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif">Scala IDE for Eclipse is best installed (and updated) directly from within Eclipse.</span><br />
<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif">This is done by using<span style="letter-spacing: 0.2px;"> </span><code style="box-sizing: border-box; letter-spacing: 0.2px;">Help → Install New Software...</code><span style="letter-spacing: 0.2px;">, add the </span><code style="box-sizing: border-box; letter-spacing: 0.2px;">Add...</code><span style="letter-spacing: 0.2px;"> button in the dialog.</span></span><br />
<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif">Choose a name for the update site (<a href="http://scala-ide.org/">Scala IDE</a>). Then follow the instructions on screen.</span><br />
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif"><span style="letter-spacing: 0.2px;">In order to learn the basics of Scala we will be using</span> <a href="https://docs.scala-lang.org/overviews/repl/overview.html">Scala REPL</a> . </span></div><div style="text-align: left;"><p style="box-sizing: inherit; margin: 0px 0px 18px; transition: all 350ms ease 0s;">The Scala REPL is a An informative tool that logs messages on how our code is interpreted and executed<br />The scala command will execute a source script by wrapping it in a template and then compiling and executing the resulting program.<br />In interactive mode, the REPL reads expressions at the prompt, wraps them in an executable template, and then compiles and executes the result.<br />Previous results are automatically imported into the scope of the current expression as required.<br />The REPL also provides some command facilities, described below.<br />An alternative REPL is available in <a href="https://github.com/lihaoyi/Ammonite">the Ammonite project</a>, which also provides a richer shell evironment.<br /><br /><br /></p></div><div style="text-align: left;"><h4 style="text-align: left;"><b>Values & Variables</b></h4>
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<span face=""helvetica neue" , "arial" , "helvetica" , sans-serif">Kinshuk Dutta</span><br />
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Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-60682743720596119532018-07-09T16:02:00.004+01:002020-11-18T01:30:36.821+00:00Implementation - HomeBridge - It's the answer to Impatient HomeKit Enthusiast<div dir="ltr" trbidi="on">
<h1 style="text-align: left;">Enabling incompatible Accessories to HomeKit using Homebridge
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<span style="font-family: inherit;">Before we start we must all bear in mind that Apple is known for its robustness of security. Hence a handful of products are HomeKit enabled as it has to go through those rigorous rounds of testing. The process shown in this blog will help you in making a device HomeKit enabled but it might not have that security feature hence you will always be at risk. Again, <span style="background-color: #fafafa; color: #101010;">Homebridge and its accessory plugins are created and maintained by a community of developers and it's not a commercial company hence don't expect it to be up to date and provide support as it would have been in the case of a company. So, yes, lots of risk factors involved. But an impatient HomeKit enthusiast or an apple fanboy won't care.</span></span></div>
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<span style="font-family: inherit;"><span style="background-color: #fafafa; color: #101010;">If you are not the geeky type then refrain from this blog as you will have to get your hands dirty by working on the terminal and changing codes.</span></span></div>
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<h3 style="text-align: left;">
<span style="font-family: inherit;">Homebridge on Mac</span></h3>
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For this exercise, I will be using:<br />
My usual:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgchauel_T_lsVoDJZ8_fiMeNiJ9esLvoSvBBScLX1RvGGS0VHRWueRrxhvJO1xYdpDZlNuxaGrjUqJWbdcpCXQdI3dbZXNuKwEOPM2E4U9McjSJUHZ7a3DQwHiO7HhCJBqcB400BdfdJI/s1600/Screen+Shot+2018-07-09+at+10.34.32+AM.png" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" data-original-height="458" data-original-width="1172" height="124" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgchauel_T_lsVoDJZ8_fiMeNiJ9esLvoSvBBScLX1RvGGS0VHRWueRrxhvJO1xYdpDZlNuxaGrjUqJWbdcpCXQdI3dbZXNuKwEOPM2E4U9McjSJUHZ7a3DQwHiO7HhCJBqcB400BdfdJI/s320/Screen+Shot+2018-07-09+at+10.34.32+AM.png" width="320" /></a></div>
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<span style="text-align: left;">MacBook Pro</span></div>
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgchauel_T_lsVoDJZ8_fiMeNiJ9esLvoSvBBScLX1RvGGS0VHRWueRrxhvJO1xYdpDZlNuxaGrjUqJWbdcpCXQdI3dbZXNuKwEOPM2E4U9McjSJUHZ7a3DQwHiO7HhCJBqcB400BdfdJI/s1600/Screen+Shot+2018-07-09+at+10.34.32+AM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em; text-align: center;"><br /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgchauel_T_lsVoDJZ8_fiMeNiJ9esLvoSvBBScLX1RvGGS0VHRWueRrxhvJO1xYdpDZlNuxaGrjUqJWbdcpCXQdI3dbZXNuKwEOPM2E4U9McjSJUHZ7a3DQwHiO7HhCJBqcB400BdfdJI/s1600/Screen+Shot+2018-07-09+at+10.34.32+AM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em; text-align: center;"><br /></a><br />
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<a href="https://developer.apple.com/services-account/download?path=/Developer_Tools/Xcode_10_beta_3/Xcode_10_beta_3.xip">XCode</a></div>
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<a href="https://nodejs.org/dist/v6.10.2/node-v6.10.2.pkg">Node.js</a></div>
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<span style="font-family: inherit;">After you have installed XCode and Node.js you will have to set up a Node.js server. This is your HomeBridge server:</span><br />
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<span style="font-family: inherit;"><span style="background-color: #fafafa; color: #101010;">Open terminal and type:</span><br /><span style="caret-color: rgb(16, 16, 16); color: #101010;">sudo</span><span style="background-color: #fafafa; color: #101010;"> </span>npm<span style="background-color: #fafafa; color: #101010;"> install -g --unsafe-perm </span>homebridge<br /><span style="caret-color: rgb(16, 16, 16); color: #101010;">Homebridge will be installed using the </span><span style="box-sizing: inherit; color: #101010;">NPM package manager</span><span style="caret-color: rgb(16, 16, 16); color: #101010;">. Wait until the process is complete.</span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">Last login: Sat Jul 7 23:47:24 on console</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;"><span style="font-variant-ligatures: no-common-ligatures;">~ kinshukdutta$ sudo npm install -g --unsafe-perm homebridge</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">Password:</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">/usr/local/bin/homebridge -> /usr/local/lib/node_modules/homebridge/bin/homebridge</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
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<span style="font-variant-ligatures: no-common-ligatures;">> curve25519-n@1.4.0 install /usr/local/lib/node_modules/homebridge/node_modules/curve25519-n</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">> node-gyp rebuild</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CXX(target) Release/obj.target/curve/node_curve.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> SOLINK_MODULE(target) Release/curve.node</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">clang: </span><span style="color: #d53bd3; font-variant-ligatures: no-common-ligatures;"><b>warning: </b></span><span style="font-variant-ligatures: no-common-ligatures;">libstdc++ is deprecated; move to libc++ with a minimum deployment target of OS X 10.9 [-Wdeprecated]</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">> ed25519-hap@0.0.5 install /usr/local/lib/node_modules/homebridge/node_modules/ed25519-hap</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">> node-gyp rebuild</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/keypair.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/sign.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/open.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/crypto_verify_32.o</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_double_scalarmult.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_frombytes.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_scalarmult_base.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_precomp_0.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p2_0.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p2_dbl.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p3_0.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p3_dbl.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p3_to_p2.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p3_to_cached.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p3_tobytes.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_madd.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_add.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_msub.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_sub.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p1p1_to_p3.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_p1p1_to_p2.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/ge_tobytes.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_0.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_1.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_cmov.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_copy.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_neg.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_add.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_sub.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_mul.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_sq.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_sq2.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_invert.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_tobytes.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_isnegative.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_isnonzero.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_frombytes.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/fe_pow22523.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/sc_reduce.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CC(target) Release/obj.target/ed25519/src/ed25519/sc_muladd.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> CXX(target) Release/obj.target/ed25519/src/ed25519.o</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> SOLINK_MODULE(target) Release/ed25519.node</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">clang: </span><span style="color: #d53bd3; font-variant-ligatures: no-common-ligatures;"><b>warning: </b></span><span style="font-variant-ligatures: no-common-ligatures;">libstdc++ is deprecated; move to libc++ with a minimum deployment target of OS X 10.9 [-Wdeprecated]</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">/usr/local/lib</span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;">└─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">homebridge@0.4.44</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">chalk@1.1.3</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">ansi-styles@2.2.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">escape-string-regexp@1.0.5</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">has-ansi@2.0.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ └── </span><span style="font-variant-ligatures: no-common-ligatures;">ansi-regex@2.1.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">strip-ansi@3.0.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ └── </span><span style="font-variant-ligatures: no-common-ligatures;">supports-color@2.0.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">commander@2.8.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ └── </span><span style="font-variant-ligatures: no-common-ligatures;">graceful-readlink@1.0.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">hap-nodejs@0.4.47</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">bonjour-hap@3.5.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">array-flatten@2.1.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">deep-equal@1.0.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">dns-equal@1.0.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">dns-txt@2.0.2</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ │ └── </span><span style="font-variant-ligatures: no-common-ligatures;">buffer-indexof@1.1.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">multicast-dns@6.2.3</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ │ ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">dns-packet@1.3.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ │ │ └── </span><span style="font-variant-ligatures: no-common-ligatures;">safe-buffer@5.1.2</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> │ │ │ └── </span><span style="background-color: black; color: #999900;">thunky@1.0.2</span><span style="font-variant-ligatures: no-common-ligatures;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ └── </span><span style="font-variant-ligatures: no-common-ligatures;">multicast-dns-service-types@1.1.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">buffer-shims@1.0.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">curve25519-n@1.4.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">bindings@1.3.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> │ │ └── </span><span style="background-color: black; color: #999900;">nan@2.10.0</span><span style="font-variant-ligatures: no-common-ligatures;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">debug@2.6.9</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> │ │ └── </span><span style="background-color: black; color: #999900;">ms@2.0.0</span><span style="font-variant-ligatures: no-common-ligatures;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">decimal.js@7.5.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">ed25519-hap@0.0.5</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">fast-srp-hap@1.0.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> │ ├── </span><span style="background-color: black; color: #999900;">ip@1.1.5</span><span style="font-variant-ligatures: no-common-ligatures;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ └─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">node-persist@0.0.11</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ └─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">mkdirp@0.5.1</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ └── </span><span style="font-variant-ligatures: no-common-ligatures;">minimist@0.0.8</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> ├─┬ </span><span style="font-variant-ligatures: no-common-ligatures;">node-persist@0.0.8</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> │ ├── </span><span style="font-variant-ligatures: no-common-ligatures;">mkdirp@0.3.5</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> │ └── </span><span style="background-color: black; color: #999900;">q@1.1.2</span><span style="font-variant-ligatures: no-common-ligatures;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> ├── </span><span style="font-variant-ligatures: no-common-ligatures;">qrcode-terminal@0.11.0</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: black; color: #999900; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="background-color: white; color: black;"> └── </span><span style="font-variant-ligatures: no-common-ligatures;">semver@5.0.3</span><span style="background-color: white; color: black;"> </span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; min-height: 13px;">
<span style="font-variant-ligatures: no-common-ligatures;"></span><br /></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: inherit;"><br /></span></span></div>
<div style="background-color: white; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: inherit;">Type <code style="background-color: #fafafa; box-shadow: rgb(250, 250, 250) 3px 0px, rgb(250, 250, 250) -3px 0px; box-sizing: inherit; caret-color: rgb(16, 16, 16); color: #101010; padding: 0px 0px 3px; word-break: break-word;">homebridge</code><span style="caret-color: rgb(16, 16, 16); color: #101010;"></span><span style="caret-color: rgb(16, 16, 16); color: #101010;"> into </span><span style="box-sizing: inherit; color: #101010;">Terminal</span><span style="caret-color: rgb(16, 16, 16); color: #101010;"> to launch it.</span></span></span></div>
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<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;"><span style="font-variant-ligatures: no-common-ligatures;">kinshukdutta$ homebridge</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
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</div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"></span></div>
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<div style="margin: 0px; text-align: left;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="caret-color: rgb(16, 16, 16); color: #101010;"><span style="font-family: inherit;">You should see the following message:</span></span></span></div>
<div style="background-color: white; color: #afad24; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="color: #cccccc; font-variant-ligatures: no-common-ligatures;">[7/9/2018, 9:57:53 AM]</span><span style="color: black; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">config.json (/Users/kinshukdutta/.homebridge/config.json) not found.</span></div>
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<div style="background-color: white; color: #afad24; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal;">
<span style="color: #cccccc; font-variant-ligatures: no-common-ligatures;">[7/9/2018, 9:57:53 AM]</span><span style="color: black; font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures;">No plugins found. See the README for information on installing plugins.</span></div>
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<h3 style="text-align: left;">
<span style="font-family: inherit; font-size: large;">Add Homebridge to HomeKit</span></h3>
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Kinshuk Dutta</div><div dir="ltr" trbidi="on">New York</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-62204538025730953162016-12-08T16:27:00.006+00:002020-11-18T01:30:04.166+00:00Installing - Apache Kafka on macOS Sierra<div dir="ltr" style="text-align: left;" trbidi="on">
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</div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><div dir="ltr" style="text-align: left;" trbidi="on"><h2 style="text-align: left;"><span style="text-align: left;">Installing - Apache Kafka on macOS Sierra </span></h2></div></blockquote><p> </p><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px;"><div dir="ltr" style="text-align: left;" trbidi="on"><h2 style="text-align: left;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiA-YlERSZmkyBfksm3HSc2Ew9VNEa2re7bhDKzBUVmMh9SRHmCnFt8rQ_KpUACuWe6z5Xa1YS6JbNL30k17oSCNH4ewqQ-qvjw29cybmGpMcIo3ULSm7_XzbiN6N1Bm8dO-OxdVsCU1FU/s1600/kafka-logo-wide.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="168" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiA-YlERSZmkyBfksm3HSc2Ew9VNEa2re7bhDKzBUVmMh9SRHmCnFt8rQ_KpUACuWe6z5Xa1YS6JbNL30k17oSCNH4ewqQ-qvjw29cybmGpMcIo3ULSm7_XzbiN6N1Bm8dO-OxdVsCU1FU/s320/kafka-logo-wide.png" width="320" /></a></h2></div></blockquote></blockquote></blockquote></blockquote><div dir="ltr" style="text-align: left;" trbidi="on">
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<h2 style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 22px; margin: 0px; position: relative; text-align: center;"><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span></h2><h2 style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 22px; margin: 0px; position: relative; text-align: center;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">This is my step by step guide to installing Apache Kafka 0.10.1.0 n macOS Sierra.</span></h2>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span></div>
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<h2 style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 22px; margin: 0px; position: relative;">
<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Pre-Requisirtes</span></i></u></b></h2>
<h3 style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; margin: 0px; position: relative;">
<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Hardware</span></i></u></b></h3>
<span style="background-color: white; color: #222222; font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><span style="text-indent: -140.6px;"> Model Name:</span><span class="Apple-tab-span" style="text-indent: -140.6px; white-space: pre;"> </span><span style="text-indent: -140.6px;">MacBook Pro</span></span><br />
<div style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 13.2px; margin-left: 140.5px; text-indent: -140.6px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Model Identifier:<span class="Apple-tab-span" style="white-space: pre;"> </span>MacBookPro12,1</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Processor Name:<span class="Apple-tab-span" style="white-space: pre;"> </span>Intel Core i7</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Processor Speed:<span class="Apple-tab-span" style="white-space: pre;"> </span>3.1 GHz</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Number of Processors:<span class="Apple-tab-span" style="white-space: pre;"> </span>1</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Total Number of Cores:<span class="Apple-tab-span" style="white-space: pre;"> </span>2</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> L2 Cache (per Core):<span class="Apple-tab-span" style="white-space: pre;"> </span>256 KB</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> L3 Cache:<span class="Apple-tab-span" style="white-space: pre;"> </span>4 MB</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Memory:<span class="Apple-tab-span" style="white-space: pre;"> </span>16 GB</span></div>
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<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span></i></u></b></div>
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<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Software</span></i></u></b></h3>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">OS: macOS Sierra - OS X 10.12. - pre-release version</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Package Manager: Home Brew - 1.18</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Big Data: Hadoop</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Cluster Computing Framework: Apache Spark 2.0.0</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Stream Processing Platform: Apache Kafka - 0.10.1.0</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span></div>
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<br />
<span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; color: #222222; font-size: xx-small; text-indent: -140.6px;">As described by Wiki. <a href="https://kafka.apache.org/" target="_blank">Apache Kafka</a> is an open-source stream processing platform developed by the Apache Software foundation written in Scala and Java.</span><br />
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<span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; color: #222222; font-size: xx-small; text-indent: -140.6px;"><b><u><i>Installation</i></u></b></span><br />
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<span style="color: #222222; font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><span style="background-color: white;"><br /></span></span></div>
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<span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; color: #222222; font-size: xx-small; text-indent: -140.6px;">I use <a href="http://brew.sh/" target="_blank">HomeBrew</a> to install and update Kafka.</span></div>
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<span style="background-color: white; color: #222222; font-family: "courier new" , "courier" , monospace; font-size: xx-small; text-indent: -140.6px;">For more information on <a href="http://www.prodigalpundit.com/2016/09/hadoop-272-on-macos-sierra.html" target="_blank">installing HomeBrew</a> or <a href="http://www.prodigalpundit.com/2016/09/apache-spark-on-macos-sierra.html" target="_blank">installing Spark</a> visit my previous blogs.</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">$ brew search kafka</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">$ brew install kafka</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">If you don't have required dependencies like zookeeper and just want to do a standalone Kafka installation. then this will also install the required dependencies for you.</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><b><u><i>Starting Kafka</i></u></b></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><b>Start Dependency:</b></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">In order to start zookeeper</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">$ zkserver start</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">ZooKeeper JMX enabled by default</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">Using config: /usr/local/etc/zookeeper/zoo.cfg</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">Starting zookeeper ... STARTED</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Once the dependency is started,</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><b>Start Kafka:</b></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Navigate to the kafka bin.</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">$ cd /usr/local/Cellar/kafka/0.10.0.1/bin/</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br />
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-variant-ligatures: no-common-ligatures;">$ ls</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;"> </span>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-variant-ligatures: no-common-ligatures;">connect-distributed<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-consumer-offset-checker<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-replica-verification<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-verifiable-consumer</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;"> </span>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-variant-ligatures: no-common-ligatures;">connect-standalone<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-consumer-perf-test<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-run-class<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-verifiable-producer</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;"> </span>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-variant-ligatures: no-common-ligatures;">kafka-acls<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-mirror-maker<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-server-start<span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper-security-migration</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;"> </span><br />
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-variant-ligatures: no-common-ligatures;">kafka-configs<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-preferred-replica-election<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-server-stop<span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper-server-start</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;"> <div style="background-color: rgba(0, 0, 0, 0.9); color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">kafka-console-consumer<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-producer-perf-test<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-simple-consumer-shell<span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper-server-stop</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">kafka-console-producer<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-reassign-partitions<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-streams-application-reset<span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper-shell</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">kafka-consumer-groups<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-replay-log-producer<span class="Apple-tab-span" style="white-space: pre;"> </span>kafka-topics</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"></span><br />
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-kerning: none; font-variant-ligatures: no-common-ligatures;">$ ./kafka-server-start /usr/local/etc/kafka/server.properties</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;"> </span></div>
</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">You should see the following when the server starts:</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><b><i><u><br /></u></i></b></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><b><i><u style="background-color: black;"><br /></u></i></b></span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,174] INFO KafkaConfig values: </span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>advertised.host.name = null</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>metric.reporters = []</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>quota.producer.default = 9223372036854775807</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.topic.num.partitions = 50</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.flush.interval.messages = 9223372036854775807</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>auto.create.topics.enable = true</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>controller.socket.timeout.ms = 30000</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.flush.interval.ms = null</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>principal.builder.class = class org.apache.kafka.common.security.auth.DefaultPrincipalBuilder</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.socket.receive.buffer.bytes = 65536</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>min.insync.replicas = 1</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.fetch.wait.max.ms = 500</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>num.recovery.threads.per.data.dir = 1</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.keystore.type = JKS</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.mechanism.inter.broker.protocol = GSSAPI</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>default.replication.factor = 1</span></div>
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<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.truststore.password = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.preallocate = false</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.kerberos.principal.to.local.rules = [DEFAULT]</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>fetch.purgatory.purge.interval.requests = 1000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.endpoint.identification.algorithm = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.socket.timeout.ms = 30000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>message.max.bytes = 1000012</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>num.io.threads = 8</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.commit.required.acks = -1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.flush.offset.checkpoint.interval.ms = 60000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>delete.topic.enable = false</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>quota.window.size.seconds = 1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.truststore.type = JKS</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.commit.timeout.ms = 5000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>quota.window.num = 11</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper.connect = localhost:2181</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>authorizer.class.name = </span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>num.replica.fetchers = 1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.retention.ms = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.roll.jitter.hours = 0</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.enable = true</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.load.buffer.size = 5242880</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.delete.retention.ms = 86400000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.client.auth = none</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>controlled.shutdown.max.retries = 3</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>queued.max.requests = 500</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.topic.replication.factor = 3</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.threads = 1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.kerberos.service.name = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.kerberos.ticket.renew.jitter = 0.05</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>socket.request.max.bytes = 104857600</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.trustmanager.algorithm = PKIX</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper.session.timeout.ms = 6000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.retention.bytes = -1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.message.timestamp.type = CreateTime</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.kerberos.min.time.before.relogin = 60000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper.set.acl = false</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>connections.max.idle.ms = 600000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.retention.minutes = 1440</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.fetch.backoff.ms = 1000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>inter.broker.protocol.version = 0.10.0-IV1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.retention.hours = 168</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>num.partitions = 1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>broker.id.generation.enable = true</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>listeners = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.provider = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.enabled.protocols = [TLSv1.2, TLSv1.1, TLSv1]</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.roll.ms = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.flush.scheduler.interval.ms = 9223372036854775807</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.cipher.suites = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.index.size.max.bytes = 10485760</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.keymanager.algorithm = SunX509</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>security.inter.broker.protocol = PLAINTEXT</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.fetch.max.bytes = 1048576</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>advertised.port = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.dedupe.buffer.size = 134217728</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.high.watermark.checkpoint.interval.ms = 5000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.io.buffer.size = 524288</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.kerberos.ticket.renew.window.factor = 0.8</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper.connection.timeout.ms = 6000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>controlled.shutdown.retry.backoff.ms = 5000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.roll.hours = 168</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleanup.policy = delete</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>host.name = </span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.roll.jitter.ms = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>max.connections.per.ip = 2147483647</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.topic.segment.bytes = 104857600</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>background.threads = 10</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>quota.consumer.default = 9223372036854775807</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>request.timeout.ms = 30000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.message.format.version = 0.10.0-IV1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.index.interval.bytes = 4096</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.dir = /tmp/kafka-logs</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.segment.bytes = 1073741824</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.backoff.ms = 15000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offset.metadata.max.bytes = 4096</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.truststore.location = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>group.max.session.timeout.ms = 300000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.keystore.password = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>zookeeper.sync.time.ms = 2000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>port = 9092</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.retention.minutes = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.segment.delete.delay.ms = 60000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.dirs = /usr/local/var/lib/kafka-logs</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>controlled.shutdown.enable = true</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>compression.type = producer</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>max.connections.per.ip.overrides = </span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.message.timestamp.difference.max.ms = 9223372036854775807</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.kerberos.kinit.cmd = /usr/bin/kinit</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.io.max.bytes.per.second = 1.7976931348623157E308</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>auto.leader.rebalance.enable = true</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>leader.imbalance.check.interval.seconds = 300</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.min.cleanable.ratio = 0.5</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.lag.time.max.ms = 10000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>num.network.threads = 3</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.key.password = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>reserved.broker.max.id = 1000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>metrics.num.samples = 2</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>socket.send.buffer.bytes = 102400</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.protocol = TLS</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>socket.receive.buffer.bytes = 102400</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>ssl.keystore.location = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>replica.fetch.min.bytes = 1</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>broker.rack = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>unclean.leader.election.enable = true</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>sasl.enabled.mechanisms = [GSSAPI]</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>group.min.session.timeout.ms = 6000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.cleaner.io.buffer.load.factor = 0.9</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.retention.check.interval.ms = 600000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>producer.purgatory.purge.interval.requests = 1000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>metrics.sample.window.ms = 30000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>broker.id = 0</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>offsets.topic.compression.codec = 0</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>log.retention.check.interval.ms = 300000</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>advertised.listeners = null</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"><span class="Apple-tab-span" style="white-space: pre;"> </span>leader.imbalance.per.broker.percentage = 10</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;"> (kafka.server.KafkaConfig)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,248] INFO starting (kafka.server.KafkaServer)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,266] INFO Connecting to zookeeper on localhost:2181 (kafka.server.KafkaServer)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,280] INFO Starting ZkClient event thread. (org.I0Itec.zkclient.ZkEventThread)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:zookeeper.version=3.4.6-1569965, built on 02/20/2014 09:09 GMT (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:host.name=25.211.171.214 (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:java.version=1.8.0_111 (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:java.vendor=Oracle Corporation (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:java.home=/Library/Java/JavaVirtualMachines/jdk1.8.0_111.jdk/Contents/Home/jre (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:java.class.path=:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/aopalliance-repackaged-2.4.0-b34.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/argparse4j-0.5.0.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/connect-api-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/connect-file-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/connect-json-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/connect-runtime-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/guava-18.0.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/hk2-api-2.4.0-b34.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/hk2-locator-2.4.0-b34.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/hk2-utils-2.4.0-b34.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jackson-annotations-2.6.0.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jackson-core-2.6.3.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jackson-databind-2.6.3.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jackson-jaxrs-base-2.6.3.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jackson-jaxrs-json-provider-2.6.3.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jackson-module-jaxb-annotations-2.6.3.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/javassist-3.18.2-GA.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/javax.annotation-api-1.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/javax.inject-1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/javax.inject-2.4.0-b34.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/javax.servlet-api-3.1.0.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/javax.ws.rs-api-2.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jersey-client-2.22.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jersey-common-2.22.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jersey-container-servlet-2.22.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jersey-container-servlet-core-2.22.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jersey-guava-2.22.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jersey-media-jaxb-2.22.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jersey-server-2.22.2.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-continuation-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-http-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-io-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-security-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-server-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-servlet-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-servlets-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jetty-util-9.2.15.v20160210.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/jopt-simple-4.9.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka-clients-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka-log4j-appender-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka-streams-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka-streams-examples-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka-tools-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka_2.11-0.10.0.1-sources.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka_2.11-0.10.0.1-test-sources.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/kafka_2.11-0.10.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/log4j-1.2.17.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/lz4-1.3.0.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/metrics-core-2.2.0.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/osgi-resource-locator-1.0.1.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/reflections-0.9.10.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/rocksdbjni-4.8.0.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/scala-library-2.11.8.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/scala-parser-combinators_2.11-1.0.4.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/slf4j-api-1.7.21.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/slf4j-log4j12-1.7.21.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/snappy-java-1.1.2.6.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/validation-api-1.1.0.Final.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/zkclient-0.8.jar:/usr/local/Cellar/kafka/0.10.0.1/libexec/bin/../libs/zookeeper-3.4.6.jar (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:java.library.path=/Users/************/Library/Java/Extensions:/Library/Java/Extensions:/Network/Library/Java/Extensions:/System/Library/Java/Extensions:/usr/lib/java:. (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:java.io.tmpdir=/var/folders/lp/knc8kx754b3dc61s0_hz4mym0000gn/T/ (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:java.compiler=<na> (org.apache.zookeeper.ZooKeeper)</na></span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:os.name=Mac OS X (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:os.arch=x86_64 (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:os.version=10.12.2 (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:user.name=************ (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,294] INFO Client environment:user.home=/Users/************ (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,295] INFO Client environment:user.dir=/usr/local/Cellar/kafka/0.10.0.1/bin (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,296] INFO Initiating client connection, connectString=localhost:2181 sessionTimeout=6000 watcher=org.I0Itec.zkclient.ZkClient@5223e5ee (org.apache.zookeeper.ZooKeeper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,318] INFO Waiting for keeper state SyncConnected (org.I0Itec.zkclient.ZkClient)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,322] INFO Opening socket connection to server localhost/0:0:0:0:0:0:0:1:2181. Will not attempt to authenticate using SASL (unknown error) (org.apache.zookeeper.ClientCnxn)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,411] INFO Socket connection established to localhost/0:0:0:0:0:0:0:1:2181, initiating session (org.apache.zookeeper.ClientCnxn)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,567] INFO Session establishment complete on server localhost/0:0:0:0:0:0:0:1:2181, sessionid = 0x158df3ad5080000, negotiated timeout = 6000 (org.apache.zookeeper.ClientCnxn)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,569] INFO zookeeper state changed (SyncConnected) (org.I0Itec.zkclient.ZkClient)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,828] INFO Loading logs. (kafka.log.LogManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,904] INFO Completed load of log __consumer_offsets-0 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,913] INFO Completed load of log __consumer_offsets-1 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,918] INFO Completed load of log __consumer_offsets-10 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,921] INFO Completed load of log __consumer_offsets-11 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,925] INFO Completed load of log __consumer_offsets-12 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,929] INFO Completed load of log __consumer_offsets-13 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,933] INFO Completed load of log __consumer_offsets-14 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,937] INFO Completed load of log __consumer_offsets-15 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,944] INFO Completed load of log __consumer_offsets-16 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,951] INFO Completed load of log __consumer_offsets-17 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,963] INFO Completed load of log __consumer_offsets-18 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,970] INFO Completed load of log __consumer_offsets-19 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,974] INFO Completed load of log __consumer_offsets-2 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,979] INFO Completed load of log __consumer_offsets-20 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,986] INFO Completed load of log __consumer_offsets-21 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:58,995] INFO Completed load of log __consumer_offsets-22 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,008] INFO Completed load of log __consumer_offsets-23 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,018] INFO Completed load of log __consumer_offsets-24 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,024] INFO Completed load of log __consumer_offsets-25 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,036] INFO Completed load of log __consumer_offsets-26 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,040] INFO Completed load of log __consumer_offsets-27 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,045] INFO Completed load of log __consumer_offsets-28 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,049] INFO Completed load of log __consumer_offsets-29 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,056] INFO Completed load of log __consumer_offsets-3 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,062] INFO Completed load of log __consumer_offsets-30 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,073] INFO Completed load of log __consumer_offsets-31 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,080] INFO Completed load of log __consumer_offsets-32 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,084] INFO Completed load of log __consumer_offsets-33 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,091] INFO Completed load of log __consumer_offsets-34 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,099] INFO Completed load of log __consumer_offsets-35 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,103] INFO Completed load of log __consumer_offsets-36 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,108] INFO Completed load of log __consumer_offsets-37 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,112] INFO Completed load of log __consumer_offsets-38 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,122] INFO Completed load of log __consumer_offsets-39 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,128] INFO Completed load of log __consumer_offsets-4 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,138] INFO Completed load of log __consumer_offsets-40 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,145] INFO Completed load of log __consumer_offsets-41 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,150] INFO Completed load of log __consumer_offsets-42 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,153] INFO Completed load of log __consumer_offsets-43 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,156] INFO Completed load of log __consumer_offsets-44 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,160] INFO Completed load of log __consumer_offsets-45 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,166] INFO Completed load of log __consumer_offsets-46 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,169] INFO Completed load of log __consumer_offsets-47 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,173] INFO Completed load of log __consumer_offsets-48 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,176] INFO Completed load of log __consumer_offsets-49 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,181] INFO Completed load of log __consumer_offsets-5 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,188] INFO Completed load of log __consumer_offsets-6 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,194] INFO Completed load of log __consumer_offsets-7 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,215] INFO Completed load of log __consumer_offsets-8 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,220] INFO Completed load of log __consumer_offsets-9 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,236] INFO Completed load of log DEV.RDM.TO.RDS.CORE.Organization.Organization-0 with log end offset 7859 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,240] INFO Completed load of log DEV.RDM.TO.RDS.CORE.Organization.OrganizationIdentifier-0 with log end offset 7859 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,244] INFO Completed load of log DEV.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnit-0 with log end offset 7967 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,248] INFO Completed load of log DEV.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnitIdentifier-0 with log end offset 7967 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,255] INFO Completed load of log Golden.IMS.CDC.3NF.GLOBAL.RDM.TEST-0 with log end offset 0 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,264] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Location.ActivityCenter-0 with log end offset 7968 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,276] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Location.ActivityCenterIdentifier-0 with log end offset 7964 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,283] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Location.Location-0 with log end offset 7515 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,287] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Location.LocationIdentifier-0 with log end offset 7501 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,291] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Organization.OperationalActivityCenter-0 with log end offset 7975 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,295] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Organization.OperationalActivityCenterIdentifier-0 with log end offset 7967 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,302] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Organization.Organization-0 with log end offset 7982 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,305] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Organization.OrganizationIdentifier-0 with log end offset 7970 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,309] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnit-0 with log end offset 8007 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,312] INFO Completed load of log TEST.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnitIdentifier-0 with log end offset 7989 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,318] INFO Completed load of log TEST.RDM.TO.RDS.LOCAL.Organization.Outlet-0 with log end offset 7971 (kafka.log.Log)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,322] INFO Logs loading complete. (kafka.log.LogManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,454] INFO Starting log cleanup with a period of 300000 ms. (kafka.log.LogManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,457] INFO Starting log flusher with a default period of 9223372036854775807 ms. (kafka.log.LogManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,514] INFO Awaiting socket connections on 0.0.0.0:9092. (kafka.network.Acceptor)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,518] INFO [Socket Server on Broker 0], Started 1 acceptor threads (kafka.network.SocketServer)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,551] INFO [ExpirationReaper-0], Starting (kafka.server.DelayedOperationPurgatory$ExpiredOperationReaper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,553] INFO [ExpirationReaper-0], Starting (kafka.server.DelayedOperationPurgatory$ExpiredOperationReaper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,635] INFO Creating /controller (is it secure? false) (kafka.utils.ZKCheckedEphemeral)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,646] INFO Result of znode creation is: OK (kafka.utils.ZKCheckedEphemeral)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:21:59,646] INFO 0 successfully elected as leader (kafka.server.ZookeeperLeaderElector)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,346] INFO New leader is 0 (kafka.server.ZookeeperLeaderElector$LeaderChangeListener)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,348] INFO [ExpirationReaper-0], Starting (kafka.server.DelayedOperationPurgatory$ExpiredOperationReaper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,348] INFO [ExpirationReaper-0], Starting (kafka.server.DelayedOperationPurgatory$ExpiredOperationReaper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,370] INFO [GroupCoordinator 0]: Starting up. (kafka.coordinator.GroupCoordinator)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,371] INFO [GroupCoordinator 0]: Startup complete. (kafka.coordinator.GroupCoordinator)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,373] INFO [Group Metadata Manager on Broker 0]: Removed 0 expired offsets in 10 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,412] INFO [ThrottledRequestReaper-Produce], Starting (kafka.server.ClientQuotaManager$ThrottledRequestReaper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,414] INFO [ThrottledRequestReaper-Fetch], Starting (kafka.server.ClientQuotaManager$ThrottledRequestReaper)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,426] INFO Will not load MX4J, mx4j-tools.jar is not in the classpath (kafka.utils.Mx4jLoader$)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,470] INFO Creating /brokers/ids/0 (is it secure? false) (kafka.utils.ZKCheckedEphemeral)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,475] INFO Result of znode creation is: OK (kafka.utils.ZKCheckedEphemeral)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,480] INFO Registered broker 0 at path /brokers/ids/0 with addresses: PLAINTEXT -> EndPoint(25.211.171.214,9092,PLAINTEXT) (kafka.utils.ZkUtils)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,505] INFO Kafka version : 0.10.0.1 (org.apache.kafka.common.utils.AppInfoParser)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,505] INFO Kafka commitId : a7a17cdec9eaa6c5 (org.apache.kafka.common.utils.AppInfoParser)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,506] INFO [Kafka Server 0], started (kafka.server.KafkaServer)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:00,808] INFO [ReplicaFetcherManager on broker 0] Removed fetcher for partitions [__consumer_offsets,32],[__consumer_offsets,16],[__consumer_offsets,49],[TEST.RDM.TO.RDS.CORE.Organization.OrganizationIdentifier,0],[__consumer_offsets,44],[__consumer_offsets,28],[DEV.RDM.TO.RDS.CORE.Organization.Organization,0],[TEST.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnit,0],[__consumer_offsets,17],[TEST.RDM.TO.RDS.CORE.Location.LocationIdentifier,0],[__consumer_offsets,23],[__consumer_offsets,7],[TEST.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnitIdentifier,0],[DEV.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnitIdentifier,0],[__consumer_offsets,4],[__consumer_offsets,29],[__consumer_offsets,35],[__consumer_offsets,3],[__consumer_offsets,24],[__consumer_offsets,41],[TEST.RDM.TO.RDS.CORE.Organization.Organization,0],[__consumer_offsets,0],[__consumer_offsets,38],[__consumer_offsets,13],[TEST.RDM.TO.RDS.CORE.Location.ActivityCenterIdentifier,0],[DEV.RDM.TO.RDS.CORE.Organization.OrganizationIdentifier,0],[TEST.RDM.TO.RDS.CORE.Organization.OperationalActivityCenterIdentifier,0],[__consumer_offsets,8],[__consumer_offsets,5],[__consumer_offsets,39],[__consumer_offsets,36],[__consumer_offsets,40],[__consumer_offsets,45],[__consumer_offsets,15],[__consumer_offsets,33],[__consumer_offsets,37],[TEST.RDM.TO.RDS.CORE.Location.Location,0],[TEST.RDM.TO.RDS.CORE.Location.ActivityCenter,0],[__consumer_offsets,21],[__consumer_offsets,6],[TEST.RDM.TO.RDS.CORE.Organization.OperationalActivityCenter,0],[__consumer_offsets,11],[__consumer_offsets,20],[__consumer_offsets,47],[__consumer_offsets,2],[__consumer_offsets,27],[__consumer_offsets,34],[Golden.IMS.CDC.3NF.GLOBAL.RDM.TEST,0],[__consumer_offsets,9],[__consumer_offsets,22],[__consumer_offsets,42],[__consumer_offsets,14],[__consumer_offsets,25],[DEV.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnit,0],[__consumer_offsets,10],[__consumer_offsets,48],[__consumer_offsets,31],[__consumer_offsets,18],[__consumer_offsets,19],[__consumer_offsets,12],[TEST.RDM.TO.RDS.LOCAL.Organization.Outlet,0],[__consumer_offsets,46],[__consumer_offsets,43],[__consumer_offsets,1],[__consumer_offsets,26],[__consumer_offsets,30] (kafka.server.ReplicaFetcherManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,118] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,25] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,128] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,25] in 10 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,128] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,31] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,132] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,31] in 4 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,132] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,37] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,137] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,37] in 5 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,137] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,43] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,142] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,43] in 4 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,142] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,49] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,145] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,49] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,146] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,44] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,150] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,44] in 4 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,150] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,1] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,155] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,1] in 5 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,155] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,7] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,159] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,7] in 4 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,159] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,13] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,167] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,13] in 8 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,167] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,19] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,173] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,19] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,173] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,2] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,176] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,2] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,177] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,8] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,180] INFO [ReplicaFetcherManager on broker 0] Removed fetcher for partitions [__consumer_offsets,32],[__consumer_offsets,16],[__consumer_offsets,49],[TEST.RDM.TO.RDS.CORE.Organization.OrganizationIdentifier,0],[__consumer_offsets,44],[__consumer_offsets,28],[DEV.RDM.TO.RDS.CORE.Organization.Organization,0],[TEST.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnit,0],[__consumer_offsets,17],[TEST.RDM.TO.RDS.CORE.Location.LocationIdentifier,0],[__consumer_offsets,23],[__consumer_offsets,7],[TEST.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnitIdentifier,0],[DEV.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnitIdentifier,0],[__consumer_offsets,4],[__consumer_offsets,29],[__consumer_offsets,35],[__consumer_offsets,3],[__consumer_offsets,24],[__consumer_offsets,41],[TEST.RDM.TO.RDS.CORE.Organization.Organization,0],[__consumer_offsets,0],[__consumer_offsets,38],[__consumer_offsets,13],[TEST.RDM.TO.RDS.CORE.Location.ActivityCenterIdentifier,0],[DEV.RDM.TO.RDS.CORE.Organization.OrganizationIdentifier,0],[TEST.RDM.TO.RDS.CORE.Organization.OperationalActivityCenterIdentifier,0],[__consumer_offsets,8],[__consumer_offsets,5],[__consumer_offsets,39],[__consumer_offsets,36],[__consumer_offsets,40],[__consumer_offsets,45],[__consumer_offsets,15],[__consumer_offsets,33],[__consumer_offsets,37],[TEST.RDM.TO.RDS.CORE.Location.Location,0],[TEST.RDM.TO.RDS.CORE.Location.ActivityCenter,0],[__consumer_offsets,21],[__consumer_offsets,6],[TEST.RDM.TO.RDS.CORE.Organization.OperationalActivityCenter,0],[__consumer_offsets,11],[__consumer_offsets,20],[__consumer_offsets,47],[__consumer_offsets,2],[__consumer_offsets,27],[__consumer_offsets,34],[Golden.IMS.CDC.3NF.GLOBAL.RDM.TEST,0],[__consumer_offsets,9],[__consumer_offsets,22],[__consumer_offsets,42],[__consumer_offsets,14],[__consumer_offsets,25],[DEV.RDM.TO.RDS.CORE.Organization.OrganizationOperationalUnit,0],[__consumer_offsets,10],[__consumer_offsets,48],[__consumer_offsets,31],[__consumer_offsets,18],[__consumer_offsets,19],[__consumer_offsets,12],[TEST.RDM.TO.RDS.LOCAL.Organization.Outlet,0],[__consumer_offsets,46],[__consumer_offsets,43],[__consumer_offsets,1],[__consumer_offsets,26],[__consumer_offsets,30] (kafka.server.ReplicaFetcherManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,184] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,8] in 7 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,184] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,14] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,190] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,14] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,190] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,20] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,196] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,20] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,196] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,26] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,203] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,26] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,203] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,32] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,209] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,32] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,209] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,38] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,221] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,38] in 12 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,221] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,3] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,229] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,3] in 7 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,229] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,9] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,235] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,9] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,235] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,15] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,244] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,15] in 8 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,244] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,21] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,248] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,21] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,249] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,27] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,257] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,27] in 5 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,257] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,33] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,265] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,33] in 8 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,266] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,39] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,273] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,39] in 7 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,273] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,45] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,280] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,45] in 7 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,280] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,22] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,287] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,22] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,287] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,28] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,295] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,28] in 8 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,295] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,34] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,305] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,34] in 10 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,305] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,40] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,308] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,40] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,309] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,46] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,312] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,46] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,313] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,41] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,319] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,41] in 5 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,319] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,47] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,324] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,47] in 5 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,324] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,4] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,332] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,4] in 7 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,332] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,10] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,339] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,10] in 7 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,340] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,16] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,346] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,16] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,346] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,5] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,356] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,5] in 10 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,356] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,11] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,362] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,11] in 6 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,362] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,17] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,373] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,17] in 11 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,374] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,23] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,375] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,23] in 1 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,375] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,29] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,376] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,29] in 1 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,376] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,35] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,378] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,35] in 1 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,378] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,0] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,379] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,0] in 1 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,379] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,6] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,380] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,6] in 1 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,380] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,12] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,381] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,12] in 1 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,382] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,18] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,384] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,18] in 2 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,385] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,24] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,396] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,24] in 11 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,397] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,30] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,400] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,30] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,401] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,36] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,404] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,36] in 3 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,405] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,42] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,417] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,42] in 2 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,417] INFO [Group Metadata Manager on Broker 0]: Loading offsets and group metadata from [__consumer_offsets,48] (kafka.coordinator.GroupMetadataManager)</span></div>
<div style="font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 13.2px;">
<span style="background-color: black; font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> </span></div>
<div style="-webkit-text-stroke-color: rgb(0, 0, 0); -webkit-text-stroke-width: initial; color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="-webkit-font-kerning: none; background-color: black; font-variant-ligatures: no-common-ligatures;">[2016-12-08 11:22:01,419] INFO [Group Metadata Manager on Broker 0]: Finished loading offsets from [__consumer_offsets,48] in 2 milliseconds. (kafka.coordinator.GroupMetadataManager)</span></div>
<div>
<span style="font-kerning: none; font-variant-ligatures: no-common-ligatures;"><br /></span></div>
<div style="background-color: white; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 13.2px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><b><i><u>Update installed Kafka</u></i></b></span></div>
<div style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 13.2px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">--</span></div>
<div style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 13.2px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">If you already have Kafka installed and you want to update it using Homebrew.</span></div>
<div style="background-color: white; color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 13.2px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Open terminal</span></div>
<div style="color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span style="background-color: black; text-indent: -140.6px;">$ brew update</span></div>
<div style="color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<br /></div>
<div style="color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; color: #222222; font-size: xx-small;">Homebrew will update the core as well as the installed Formulae</span></div>
<div style="color: #28fe14; font-family: "Andale Mono"; font-size: 12px; line-height: normal;">
<span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; color: #222222; font-size: xx-small;"><br /></span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Updated 1 tap (homebrew/core).</span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>New Formulae</b></span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
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<span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Updated Formulae</b></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">cmark gst-python m-cli pugixml translate-shell</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">docker influxdb mlt rtags yarn</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">docker-compose innotop mmix ruby yaz</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">docker-machine-driver-xhyve internetarchive moc ruby-build yle-dl</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">docker-swarm ios-sim mongodb runit you-get</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">dovecot ipbt monkeysphere rust youtube-dl</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">emscripten jenkins mycli scons zsh-completions</span></div>
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<span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Renamed Formulae</b></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">juju -> juju@1.25 libmongoclient -> mongo-cxx-driver mongo-c -> mongo-c-driver</span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Deleted Formulae</b></span></div>
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<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Migrating HOMEBREW_REPOSITORY (please wait)...</b></span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Migrated HOMEBREW_REPOSITORY to /usr/local/Homebrew!</b></span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Homebrew no longer needs to have ownership of /usr/local. If you wish you can</span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">return /usr/local to its default ownership with:</span></div>
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</div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"> sudo chown root:wheel /usr/local</span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
<div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
<div style="color: #222222; font-family: arial, tahoma, helvetica, freesans, sans-serif; font-size: 13.2px;">
<span style="font-variant-ligatures: no-common-ligatures;"><span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; font-size: xx-small;">Updated formulae will be marked for easy identification.</span></span><br />
<span style="font-variant-ligatures: no-common-ligatures;"><span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; font-size: xx-small;"><br /></span></span> <span style="font-variant-ligatures: no-common-ligatures;"><span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; font-size: xx-small;"><br /></span></span>
<br />
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
This is an update to my previous blog: <a href="http://www.prodigalpundit.com/2016/12/kafka-on-macos-sierra.html">kafka on macos-Sierra</a></div>
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<br /></div>
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<br /></div>
<ul style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<li>Hardware </li>
<ul>
<li>Model Name: MacBook Pro </li>
<li>Model Identifier: MacBookPro15,1 </li>
<li>Processor Name: Intel Core i9 </li>
<li>Processor Speed: 2.9 GHz </li>
<li>Number of Processors: 1 </li>
<li>Total Number of Cores:6 </li>
<li>L2 Cache (per Core): 256 KB L3 Cache: 12 MB </li>
<li>Memory: 32 GB </li>
</ul>
<li>Software </li>
<ul>
<li>OS: macOS 10.14 </li>
<li>Package Manager: Homebrew 1.7.6 </li>
</ul>
</ul>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<h2 style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
Installation</h2>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
I used Homebre to install Kafka.</div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> $ brew search kafka</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Formulae</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">kafka <span class="Apple-converted-space"> </span>kafkacat <span class="Apple-converted-space"> </span>librdkafka</span></div>
<div class="p3" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"></span><br /></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Casks</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">homebrew/cask/kafka-tool</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
</div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> $ </span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> $ brew install kafka</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Installing dependencies for kafka: </span><span class="s2">zookeeper</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Installing kafka dependency: </span><span class="s2">zookeeper</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Downloading https://homebrew.bintray.com/bottles/zookeeper-3.4.12.mojave.bottle.tar.gz</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">######################################################################## 100.0%</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Pouring zookeeper-3.4.12.mojave.bottle.tar.gz</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s5">Error:</span><span class="s1"> The `brew link` step did not complete successfully</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">The formula built, but is not symlinked into /usr/local</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Could not symlink include/zookeeper</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">/usr/local/include is not writable.</span></div>
<div class="p3" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"></span><br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">You can try again using:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>brew link zookeeper</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Caveats</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">To have launchd start zookeeper now and restart at login:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>brew services start zookeeper</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Or, if you don't want/need a background service you can just run:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>zkServer start</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Summary</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">🍺 <span class="Apple-converted-space"> </span>/usr/local/Cellar/zookeeper/3.4.12: 242 files, 32.9MB</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Installing </span><span class="s2">kafka</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Downloading https://homebrew.bintray.com/bottles/kafka-2.0.0.mojave.bottle.tar.gz</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">######################################################################## 100.0%</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Pouring kafka-2.0.0.mojave.bottle.tar.gz</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Caveats</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">To have launchd start kafka now and restart at login:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>brew services start kafka</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Or, if you don't want/need a background service you can just run:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>zookeeper-server-start /usr/local/etc/kafka/zookeeper.properties & kafka-server-start /usr/local/etc/kafka/server.properties</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">Summary</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">🍺 <span class="Apple-converted-space"> </span>/usr/local/Cellar/kafka/2.0.0: 160 files, 46.8MB</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Caveats</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">zookeeper</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">To have launchd start zookeeper now and restart at login:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>brew services start zookeeper</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Or, if you don't want/need a background service you can just run:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>zkServer start</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s4">==></span><span class="s3"> </span><span class="s1">kafka</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">To have launchd start kafka now and restart at login:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>brew services start kafka</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Or, if you don't want/need a background service you can just run:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> <span class="Apple-converted-space"> </span>zookeeper-server-start /usr/local/etc/kafka/zookeeper.properties & kafka-server-start /usr/local/etc/kafka/server.properties</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
</div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1"> $</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
Homebrew was not able to create the symlink. So, I tried creating it manually as suggested. That didn't work. Then I tried re-installing zookeeper. Still no luck in creating symlink.</div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
Used brew doctor to diagonise the issue.</div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Warning:</span><span class="s2"> zookeeper 3.4.12 is already installed, it's just not linked</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">You can use `brew link zookeeper` to link this version.</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">$ brew link zookeeper</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">Linking /usr/local/Cellar/zookeeper/3.4.12... </span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s3">Error:</span><span class="s2"> Could not symlink include/zookeeper</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">/usr/local/include is not writable.</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">$ brew doctor</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">Please note that these warnings are just used to help the Homebrew maintainers</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">with debugging if you file an issue. If everything you use Homebrew for is</span></div>
<div class="p2" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">working fine: please don't worry or file an issue; just ignore this. Thanks!</span></div>
<div class="p3" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"></span><br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Warning:</span><span class="s2"> The following directories do not exist:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">/usr/local/include</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">/usr/local/sbin</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">/usr/local/Frameworks</span></div>
<div class="p3" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"></span><br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">You should create these directories and change their ownership to your account.</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"> <span class="Apple-converted-space"> </span>sudo mkdir -p /usr/local/include /usr/local/sbin /usr/local/Frameworks</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"> <span class="Apple-converted-space"> </span>sudo chown -R $(whoami) /usr/local/include /usr/local/sbin /usr/local/Frameworks</span></div>
<div class="p3" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"></span><br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Warning:</span><span class="s2"> You have unlinked kegs in your Cellar</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">Leaving kegs unlinked can lead to build-trouble and cause brews that depend on</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">those kegs to fail to run properly once built. Run `brew link` on these:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"> <span class="Apple-converted-space"> </span>zookeeper</span></div>
<div class="p3" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"></span><br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Warning:</span><span class="s2"> Your Xcode is configured with an invalid path.</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2">You should change it to the correct path:</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
</div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s2"> sudo xcode-select -switch /Applications/Xcode.app</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
And found that the required drives are no more present. Hence followed the steps suggested by the doctor to remediate the issue at hand.</div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">$ sudo mkdir -p /usr/local/include /usr/local/sbin /usr/local/Frameworks</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Password:</span></div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">$ sudo chown -R $(whoami) /usr/local/include /usr/local/sbin /usr/local/Frameworks</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
</div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">$ sudo xcode-select -switch /Applications/Xcode.app</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
Tried creating the symlinks again</div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">$ brew link zookeeper</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
</div>
<div class="p1" style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<span class="s1">Linking /usr/local/Cellar/zookeeper/3.4.12... 13 symlinks created</span></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
Installation completed successfully!</div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br /></div>
<h2 style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
Starting Kafka</h2>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
Start Dependency:</div>
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
In order to start zookeeper</div>
<span style="font-variant-ligatures: no-common-ligatures;"><span face=""\22 courier new\22 " , "\22 courier\22 " , monospace" style="background-color: white; font-size: xx-small;"></span></span><br />
<div style="caret-color: rgb(0, 0, 0); color: black; font-family: -webkit-standard; text-indent: 0px;">
<br />
<div class="p1">
<span class="s1">$ zkserver start</span></div>
<div class="p1">
<span class="s1">ZooKeeper JMX enabled by default</span></div>
<div class="p1">
<span class="s1">Using config: /usr/local/etc/zookeeper/zoo.cfg</span></div>
<div class="p1">
<span class="s1">Starting zookeeper ... STARTED</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span></div>
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Once the dependency is started,<br />
Start Kafka: Used the brew services to start it.<br />
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<br />
<div class="p1">
<span class="s1">$ brew services start kafka</span></div>
<div class="p2">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Tapping homebrew/services</span></div>
<div class="p1">
<span class="s1">Cloning into '/usr/local/Homebrew/Library/Taps/homebrew/homebrew-services'...</span></div>
<div class="p1">
<span class="s1">remote: Enumerating objects: 14, done.</span></div>
<div class="p1">
<span class="s1">remote: Counting objects: 100% (14/14), done.</span></div>
<div class="p1">
<span class="s1">remote: Compressing objects: 100% (10/10), done.</span></div>
<div class="p1">
<span class="s1">remote: Total 14 (delta 0), reused 8 (delta 0), pack-reused 0</span></div>
<div class="p1">
<span class="s1">Unpacking objects: 100% (14/14), done.</span></div>
<div class="p1">
<span class="s1">Tapped 1 command (44 files, 59.0KB).</span></div>
<div class="p2">
<span class="s2">==></span><span class="s3"> </span><span class="s1">Successfully started `kafka` (label: homebrew.mxcl.kafka)</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span></div>
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<br /><span style="font-family: arial; font-size: 13px;">Kinshuk Dutta</span><br />
New York</div>
</div>
</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-77052832762494528212016-09-07T23:09:00.006+01:002020-10-29T20:35:17.848+00:00Installing - Apache Spark on macOS Sierra<div dir="ltr" style="text-align: left;" trbidi="on">
<h2 style="text-align: left;">
<span style="text-align: left;">Installing - Apache Spark on macOS Sierra</span></h2>
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<h2 style="background-color: white; color: #222222; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 22px; margin: 0px; position: relative; text-align: center;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">This is my step by step guide to installing Apache Spark 2.0.0 on macOS Sierra.</span></h2>
<h2 style="background-color: white; color: #222222; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 22px; margin: 0px; position: relative;">
<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Pre-Requisirtes</span></i></u></b></h2>
<h3 style="background-color: white; color: #222222; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; margin: 0px; position: relative;">
<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Hardware</span></i></u></b></h3>
<span style="background-color: white; color: #222222; font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><span style="text-indent: -140.6px;"> Model Name:</span><span class="Apple-tab-span" style="text-indent: -140.6px; white-space: pre;"> </span><span style="text-indent: -140.6px;">MacBook Pro</span></span><br />
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Model Identifier:<span class="Apple-tab-span" style="white-space: pre;"> </span>MacBookPro12,1</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Processor Name:<span class="Apple-tab-span" style="white-space: pre;"> </span>Intel Core i7</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Processor Speed:<span class="Apple-tab-span" style="white-space: pre;"> </span>3.1 GHz</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Number of Processors:<span class="Apple-tab-span" style="white-space: pre;"> </span>1</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Total Number of Cores:<span class="Apple-tab-span" style="white-space: pre;"> </span>2</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> L2 Cache (per Core):<span class="Apple-tab-span" style="white-space: pre;"> </span>256 KB</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> L3 Cache:<span class="Apple-tab-span" style="white-space: pre;"> </span>4 MB</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"> Memory:<span class="Apple-tab-span" style="white-space: pre;"> </span>16 GB</span></div>
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<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span></i></u></b></div>
<h3 style="background-color: white; color: #222222; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; margin: 0px; position: relative;">
<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Software</span></i></u></b></h3>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">OS: macOS Sierra - OS X 10.12. - pre-release version</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Package Manager: Home Brew - 1.18</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Big Data: Hadoop</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Cluster Computing Framework: Apache Spark 2.0.0</span></div>
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<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Installation</span></u></i></h2>
<h3 style="text-align: left;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><b><u><i>Install Xcode 8.0.</i></u></b></span></h3>
<div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Xcode can be updated from</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> https://developer.apple.com/xcode/downloads/</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">If 8.0 is installed, you may need to:</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> sudo xcode-select --switch /path/to/Xcode-beta.app</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">
</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">bash-3.2$ sudo xcode-select --switch /Applications/Xcode-beta.app </span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></span></div>
</div>
<h3 style="background-color: white; color: #222222; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; margin: 0px; position: relative;">
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Install Home Brew</span></u></i></h3>
<span style="background-color: white; color: #222222; font-family: "courier new" , "courier" , monospace; font-size: xx-small;">Open a terminal in MAC.</span><br />
<span style="background-color: white; color: #222222; font-family: "courier new" , "courier" , monospace; font-size: xx-small;">CMD + Space & type Terminal or open terminal from launcher</span><br />
<span style="background-color: white; color: #222222; font-family: "courier new" , "courier" , monospace; font-size: xx-small;"><br /></span>
<br />
<h3 style="text-align: left;">
<span style="background-color: white; color: #222222;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><b><u><i>Install Spark</i></u></b></span></span></h3>
<br />
<div class="p1">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">bash-3.2$ brew install spark</span></div>
<div class="p1">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span class="s2"><b>==></b></span><span class="s1"><b> Auto-updated Homebrew!</b></span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Updated 1 tap (homebrew/core).</span></span></div>
<div class="p1">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span class="s2"><b>==></b></span><span class="s1"><b> Updated Formulae</b></span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">graphicsmagick</span></span></div>
<div class="p2">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span class="s1"></span><br /></span></div>
<div class="p1">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span class="s3">Warning</span><span class="s1">: You are using OS X 10.12.</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">We do not provide support for this pre-release version.</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">You may encounter build failures or other breakages.</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Please create pull-requests instead of filing issues.</span></span></div>
<div class="p1">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span class="s2"><b>==></b></span><span class="s1"><b> Using the sandbox</b></span></span></div>
<div class="p1">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span class="s2"><b>==></b></span><span class="s1"><b> Downloading https://github.com/holman/spark/archive/v1.0.1.tar.gz</b></span></span></div>
<div class="p1">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span class="s2"><b>==></b></span><span class="s1"><b> Downloading from https://codeload.github.com/holman/spark/tar.gz/v1.0.1</b></span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">######################################################################## 100.0%</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">
</span></span></div>
<div class="p1">
<span class="s1"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">🍺 /usr/local/Cellar/spark/1.0.1: 5 files, 6.3K, built in 3 seconds</span></span></div>
<br />
Captain Nemo
New York</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-35969376502134508302016-09-06T19:06:00.010+01:002020-11-04T20:59:50.039+00:00Installing Hadoop, Hive and HBase<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span><b><u><i>Intention:</i></u></b></div><div dir="ltr" style="text-align: left;" trbidi="on">At the end of this exercise you will have Hadoop, Hive & HBase installed on your Mac and you will be ready to start implementing some BigData projects<br />
<h1 style="text-align: left;"><span style="text-align: left;">Installing - Apache Hadoop 2.7.2 on macOS Sierra</span></h1>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span>
<br />
<h2 style="text-align: center;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">This is my step by step guide to installing Hadoop on macOS Sierra.</span></h2>
<h2 style="text-align: left;"><span style="font-family: courier new, courier, monospace; font-size: x-small;"><i><u>Prerequisites</u></i></span></h2>
<h3 style="text-align: left;">
<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Hardware</span></i></u></b></h3>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="text-indent: -140.6px;"> Model Name:</span><span class="Apple-tab-span" style="text-indent: -140.6px; white-space: pre;"> </span><span style="text-indent: -140.6px;">MacBook Pro</span></span><br />
<div style="line-height: normal; margin-left: 140.5px; text-indent: -140.6px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> Model Identifier:<span class="Apple-tab-span" style="white-space: pre;"> </span>MacBookPro12,1</span></div>
<div style="line-height: normal; margin-left: 140.5px; text-indent: -140.6px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> Processor Name:<span class="Apple-tab-span" style="white-space: pre;"> </span>Intel Core i7</span></div>
<div style="line-height: normal; margin-left: 140.5px; text-indent: -140.6px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> Processor Speed:<span class="Apple-tab-span" style="white-space: pre;"> </span>3.1 GHz</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> Number of Processors:<span class="Apple-tab-span" style="white-space: pre;"> </span>1</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> Total Number of Cores:<span class="Apple-tab-span" style="white-space: pre;"> </span>2</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> L2 Cache (per Core):<span class="Apple-tab-span" style="white-space: pre;"> </span>256 KB</span></div>
<div style="line-height: normal; margin-left: 140.5px; text-indent: -140.6px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> L3 Cache:<span class="Apple-tab-span" style="white-space: pre;"> </span>4 MB</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> Memory:<span class="Apple-tab-span" style="white-space: pre;"> </span>16 GB</span></div>
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<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></i></u></b></div>
<h3 style="text-align: left;">
<b><u><i><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Software</span></i></u></b></h3>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">OS: macOS Sierra - <span style="background-color: white;">OS X 10.12. - </span><span style="background-color: white;">pre-release version</span></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Package Manager: Home Brew - <span style="background-color: white;">1.18</span></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Big Data: Hadoop</span></div>
<h2 style="text-align: left;">
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Installation</span></u></i></h2>
<div>
<h3 style="text-align: left;">
<span style="font-family: "georgia" , "times new roman" , serif; font-size: xx-small;"><i><u>SET JAVA_HOME ON MAC OS X</u></i></span></h3>
</div>
<h3 style="text-align: left;">
<ul style="border: 0px; caret-color: rgb(64, 64, 64); color: #404040; font-family: Lora; font-size: 14px; font-weight: normal; list-style: square; margin: 0px 0px 1.5em 1.2em; outline: 0px; padding: 0px; vertical-align: baseline;">
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: inherit; font-style: inherit;">Open Terminal</span></li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Confirm you have JDK by typing <span style="font-family: inherit; font-style: inherit;">“which java”. It should show something like /</span>usr<span style="font-family: inherit; font-style: inherit;">/bin/java.</span></li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: inherit; font-style: inherit;"><div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">$ which java</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">/usr/local/bin/java</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
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<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Check you have the needed version of Java, by typing “java -version”.</li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><div style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">$ java -version</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">openjdk version "1.8.0-adoptopenjdk"</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">OpenJDK Runtime Environment (build 1.8.0-adoptopenjdk-jenkins_2018_05_19_02_01-b00)</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">OpenJDK 64-Bit Server VM (build 25.71-b00, mixed mode)</span></div>
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<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">JAVA_HOME is essentially the full path of the directory that contains a sub-directory named bin which in turn contains the java.</li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">For Mac OSX – it is /Library/Java/Home</li>
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<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Set JAVA_HOME using this command in Terminal: <strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">export JAVA_HOME=/Library/Java/Home</strong></li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">echo $JAVA_HOME</strong> on Terminal to confirm the path</li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">You should now be able to run your application</li>
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Note that this sets JAVA_HOME only for this session. If you want it to persist, you will have to add the command to your <strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">~/.profile</strong> file. Below are instructions on how to accomplish this instead:</div>
<ul style="border: 0px; caret-color: rgb(64, 64, 64); color: #404040; font-family: Lora; font-size: 14px; font-weight: normal; list-style: square; margin: 0px 0px 1.5em 1.2em; outline: 0px; padding: 0px; vertical-align: baseline;">
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Open up Terminal.app (Applications >> Utilities >> Terminal)</li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Type: <strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">emacs .profile</strong></li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">add this to the end of the .profile file:</li>
</ul>
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<strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">JAVA_HOME=/Library/Java/Home</strong><br />
<strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">export JAVA_HOME;</strong></div>
<ul style="border: 0px; caret-color: rgb(64, 64, 64); color: #404040; font-family: Lora; font-size: 14px; font-weight: normal; list-style: square; margin: 0px 0px 1.5em 1.2em; outline: 0px; padding: 0px; vertical-align: baseline;">
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Save and exit emacs (ctrl-x, ctrl-s; ctrl-x, ctrl-c)</li>
<li style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Open a new Terminal window (cmd-n) and type: <strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$JAVA_HOME/bin/java -version</strong></li>
</ul>
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If you see something like:<br />
<strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">java version “1.5.0_16″</strong><br />
<strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Java(TM) 2 Runtime Environment, Standard Edition (build 1.5.0_16-b06-284)</strong><br />
<strong style="border: 0px; font-family: inherit; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Java HotSpot(TM) Client VM (build 1.5.0_16-133, mixed mode, sharing)</strong></div>
<div style="border: 0px; caret-color: rgb(64, 64, 64); color: #404040; font-family: Lora; font-size: 14px; font-weight: normal; margin-bottom: 1.5em; outline: 0px; padding: 0px; vertical-align: baseline;">
Then you’ve successfully set your JAVA_HOME environment variable to the binary stored in /Library/Java/Home/bin/java</div>
</h3>
<h3 style="text-align: left;">
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></u></i></h3>
<h3 style="text-align: left;">
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Install Home Brew</span></u></i></h3>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Open a terminal in MAC.</span><br />
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">CMD + Space & type Terminal or open terminal from launcher</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmBTMgPP9FQzWsEepUdfcS1qLW1vRwQwc_k8-Vi9-yxC0Z_c4xhhLW-wpKV87xUdTMSxmajdODRl11udjYSBDsoQAATzcYP0FNY201TyukdzV-UzjbvSGBFXCXHZQJh-yOp2RgPUAbvNo/s1600/Screen+Shot+2016-09-06+at+11.00.57+AM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><img border="0" height="369" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmBTMgPP9FQzWsEepUdfcS1qLW1vRwQwc_k8-Vi9-yxC0Z_c4xhhLW-wpKV87xUdTMSxmajdODRl11udjYSBDsoQAATzcYP0FNY201TyukdzV-UzjbvSGBFXCXHZQJh-yOp2RgPUAbvNo/s640/Screen+Shot+2016-09-06+at+11.00.57+AM.png" width="640" /></span></a></div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white;"><br /></span></span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white;"><br /></span></span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white;"><br /></span></span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white;"><br /></span></span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white;">bash-3.2$ </span><b style="background-color: #20124d;"><span style="color: white;">ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)"</span></b></span></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> This script will install:</b></span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/bin/brew</span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/Library/...</span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/share/doc/homebrew</span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/share/man/man1/brew.1</span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/share/zsh/site-functions/_brew</span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/etc/bash_completion.d/brew</span></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> The following directories will be made group writable:</b></span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/bin</span></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white; color: #5230e1;"><b>==></b></span><span style="background-color: white; font-variant-ligatures: no-common-ligatures;"><b> The following directories will have their owner set to </b></span><span style="background-color: black; font-variant-ligatures: no-common-ligatures; text-decoration: underline;"><b>*************</b></span><span style="background-color: white; font-variant-ligatures: no-common-ligatures;">:</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/bin</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> The following directories will have their group set to </b></span><span style="font-variant-ligatures: no-common-ligatures; text-decoration: underline;"><b>admin</b></span><span style="font-variant-ligatures: no-common-ligatures;">:</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">/usr/local/bin</span></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Press RETURN to continue or any other key to abort</span></span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> /usr/bin/sudo /bin/chmod g+rwx /usr/local/. /usr/local/bin</b></span></span></div>
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<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Password:</span></span></div>
<div style="line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white; color: #5230e1;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b><span style="background-color: white;"> /usr/bin/sudo /usr/sbin/chown </span><span style="background-color: black;">*************</span><span style="background-color: white;"> /usr/local/. /usr/local/bin</span></b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> /usr/bin/sudo /usr/bin/chgrp admin /usr/local/. /usr/local/bin</b></span></span></div>
<div style="line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white; color: #5230e1;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b><span style="background-color: white;"> /usr/bin/sudo /bin/mkdir -p /Users/</span><span style="background-color: black;">*************</span><span style="background-color: white;">/Library/Caches/Homebrew</span></b></span></span></div>
<div style="line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white; color: #5230e1;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b><span style="background-color: white;"> /usr/bin/sudo /bin/chmod g+rwx /Users/</span><span style="background-color: black;">*************</span><span style="background-color: white;">/Library/Caches/Homebrew</span></b></span></span></div>
<div style="line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white; color: #5230e1;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b><span style="background-color: white;"> /usr/bin/sudo /usr/sbin/chown </span><span style="background-color: black;">*************</span><span style="background-color: white;"> /Users/</span><span style="background-color: black;">*************</span><span style="background-color: white;">/Library/Caches/Homebrew</span></b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Searching online for the Command Line Tools</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> /usr/bin/sudo /usr/bin/touch /tmp/.com.apple.dt.CommandLineTools.installondemand.in-progress</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Installing Command Line Tools (OS X 10.11) for Xcode-7.3</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> /usr/bin/sudo /usr/sbin/softwareupdate -i Command\ Line\ Tools\ (OS\ X\ 10.11)\ for\ Xcode-7.3</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Software Update Tool</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Copyright 2002-2015 Apple Inc.</span></span></div>
<div style="background-color: white; line-height: normal; min-height: 13px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></span></div>
<div style="background-color: white; line-height: normal; min-height: 13px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Downloading Command Line Tools (OS X 10.11) for Xcode</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Downloaded Command Line Tools (OS X 10.11) for Xcode</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Installing Command Line Tools (OS X 10.11) for Xcode</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Done with Command Line Tools (OS X 10.11) for Xcode</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> /usr/bin/sudo /bin/rm -f /tmp/.com.apple.dt.CommandLineTools.installondemand.in-progress</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> /usr/bin/sudo /usr/bin/xcode-select --switch /Library/Developer/CommandLineTools</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Downloading and installing Homebrew...</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">remote: Counting objects: 1033, done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">remote: Compressing objects: 100% (925/925), done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">remote: Total 1033 (delta 92), reused 645 (delta 67), pack-reused 0</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Receiving objects: 100% (1033/1033), 1.03 MiB | 1.41 MiB/s, done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Resolving deltas: 100% (92/92), done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">From https://github.com/Homebrew/brew</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> * [new branch] master -> origin/master</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">HEAD is now at 5d5b9a7 Merge pull request #842 from penman/docs_plist_options</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Tapping homebrew/core</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Cloning into '/usr/local/Library/Taps/homebrew/homebrew-core'...</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">remote: Counting objects: 3717, done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">remote: Compressing objects: 100% (3604/3604), done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">remote: Total 3717 (delta 16), reused 1690 (delta 4), pack-reused 0</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Receiving objects: 100% (3717/3717), 2.87 MiB | 4.91 MiB/s, done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Resolving deltas: 100% (16/16), done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Checking connectivity... done.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Tapped 3595 formulae (3,744 files, 8.9M)</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Installation successful!</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Next steps</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Run `brew help` to get started</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Further documentation: https://git.io/brew-docs</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Homebrew has enabled anonymous aggregate user behaviour analytics</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Read the analytics documentation (and how to opt-out) here:</span></span></div>
<br />
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> https://git.io/brew-analytics</span></span></div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span>
<br />
<h3>
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Install Hadoop</span></u></i></h3>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">command: brew install hadoop</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">------</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Hadoop will be installed in the following directory/usr/local/Cellar/hadoop</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">------</span></span></div>
<div style="background-color: white; line-height: normal; min-height: 13px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">bash-3.2$ brew install hadoop</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Auto-updated Homebrew!</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Updated Homebrew from 5d5b9a7 to 069d5f0.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Updated 1 tap (homebrew/core).</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> New Formulae</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">folly gron libngspice openssl@1.1 sslsplit xcenv </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Updated Formulae</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">acmetool csfml gor libflowmanager nvm remarshal vapoursynth </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">activemq deheader gputils libiscsi oniguruma reposurgeon vnstat </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">ammonite-repl depqbf gst-plugins-bad libpointing open-mpi sfml wakatime-cli </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">ansible-cmdb dovecot gst-plugins-good libprotoident pgbadger sile wartremover </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">aws-elasticbeanstalk dtach gst-plugins-ugly libvirt plowshare sonar-runner xonsh </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">aws-sdk-cpp etcd gtk-gnutella libvpx pre-commit sqlmap youtube-dl </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">aws-shell fdk-aac-encoder heroku mailhog prometheus subliminal zimg </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">awscli flow inspircd mawk pushpin swiftgen zurl </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">bfg git jenkins mbelib pypy tcpkali </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">cereal git-credential-manager jsoncpp media-info qemu terraform </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">clang-format gitlab-ci-multi-runner jsonschema2pojo mediaconch rainbarf tgui </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">codequery gitversion khard mtools re2 transcrypt </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">crystal-lang gjstest lftp mysqltuner rebar urweb </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Deleted Formulae</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">box2d cfitsio git-stree </span></span></div>
<div style="background-color: white; line-height: normal; min-height: 13px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #afad24; text-decoration: underline;">Warning</span><span style="font-variant-ligatures: no-common-ligatures;">: You are using OS X 10.12.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">We do not provide support for this pre-release version.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">You may encounter build failures or other breakages.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Please create pull-requests instead of filing issues.</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Using the sandbox</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Downloading https://www.apache.org/dyn/closer.cgi?path=hadoop/common/hadoop-2.7.2/hadoop-2.7.2.tar.gz</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Best Mirror http://mirrors.ocf.berkeley.edu/apache/hadoop/common/hadoop-2.7.2/hadoop-2.7.2.tar.gz</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">######################################################################## 100.0%</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Caveats</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">In Hadoop's config file:</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> /usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/hadoop-env.sh,</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> /usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/mapred-env.sh and</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> /usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/yarn-env.sh</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">$JAVA_HOME has been set to be the output of:</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> /usr/libexec/java_home</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #5230e1; font-variant-ligatures: no-common-ligatures;"><b>==></b></span><span style="font-variant-ligatures: no-common-ligatures;"><b> Summary</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"> </span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">🍺 /usr/local/Cellar/hadoop/2.7.2: 6,304 files, 310M, built in 1 minute 5 seconds</span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></span></div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span>
<br />
<h2 style="text-align: left;">
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Configuration</span></u></i></h2>
<h3 style="text-align: left;">
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Configuring Hadoop</span></u></i></h3>
<div>
<h4 style="text-align: left;">
<i><u><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Edit hadoop-env.sh</span></u></i></h4>
</div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">The file can be located at <span style="background-color: white;">/usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop</span>/<span style="background-color: white;">hadoop-env.sh</span><span class="Apple-tab-span" style="white-space: pre;"> </span>where 2.7.0 is the hadoop version.</span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">One can open and edit the file in the terminal alternatively can also open the file from finder.</span><br />
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">In order to do so. You need to activate the finder to show all hidden folders.</span><br />
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span>
<br />
<div style="text-align: left;">
</div>
<h4 style="text-align: left;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><u><i>Show/Hide Hidden Files</i></u></span></h4>
<ol style="text-align: left;">
<li style="color: #333333; font-style: inherit; font-variant-caps: inherit;"><span style="font-style: inherit; font-variant-caps: inherit;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Open Terminal found in Finder > Applications > Utilities</span></span></li>
<li style="color: #333333; font-style: inherit; font-variant-caps: inherit;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="font-style: inherit; font-variant-caps: inherit;">In Terminal, paste the following:</span><span style="font-style: inherit; font-variant-caps: inherit;"> </span><code style="background-color: #eeeeee; border: 0px; font-style: inherit; font-variant-caps: inherit; line-height: 15px; margin: 0px; padding: 0.1em 0.4em; vertical-align: baseline; word-break: break-all;">defaults write com.apple.finder AppleShowAllFiles YES</code></span></li>
<li style="color: #333333; font-style: inherit; font-variant-caps: inherit;"><span style="font-style: inherit; font-variant-caps: inherit;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Press return</span></span></li>
<li style="color: #333333; font-style: inherit; font-variant-caps: inherit;"><span style="font-style: inherit; font-variant-caps: inherit;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Hold the ‘Option/alt’ key, then right click on the Finder icon in the dock and click Relaunch.</span></span></li>
<li><span style="color: #333333; font-style: inherit; text-align: center;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Relaunch Finder by right clicking the Finder Icon whilst holding the ‘Option/alt’ key</span></span></li>
</ol>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEijMdSsnIFRoP5C9yENBxF_hCAIfaGcqvc4PiT8wSbHs0eYNytuPTq7KxzSU3kR1dPOUMV92u7Fi7vdQDxQdmxIjFC9Vgyxe_4QwF_qae7hNw4IVYhQHhIrM0t7vXh5oojsaLnI31xJN7Y/s1600/Screen+Shot+2016-09-06+at+11.38.24+AM.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEijMdSsnIFRoP5C9yENBxF_hCAIfaGcqvc4PiT8wSbHs0eYNytuPTq7KxzSU3kR1dPOUMV92u7Fi7vdQDxQdmxIjFC9Vgyxe_4QwF_qae7hNw4IVYhQHhIrM0t7vXh5oojsaLnI31xJN7Y/s320/Screen+Shot+2016-09-06+at+11.38.24+AM.png" width="290" /></a></div>
<div style="text-align: center;">
<span style="color: #333333; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<ol style="text-align: left;">
<li><span style="color: #333333;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">This will show all hidden files. <div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5HMKesPNj-JLL4FDucvt6JzPSjnySCd7vk1Px8Cly0Csku5lVZxMn9kSkYdaA4LNrLpdjn5JMDnWTt0Dbe4ijm305CiD4-xms8p3wHqRky0FufQFFXFgJnlsj5vmw-oDn_z2tMeZsagM/s1600/Screen+Shot+2016-09-06+at+11.40.08+AM.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="516" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi5HMKesPNj-JLL4FDucvt6JzPSjnySCd7vk1Px8Cly0Csku5lVZxMn9kSkYdaA4LNrLpdjn5JMDnWTt0Dbe4ijm305CiD4-xms8p3wHqRky0FufQFFXFgJnlsj5vmw-oDn_z2tMeZsagM/s640/Screen+Shot+2016-09-06+at+11.40.08+AM.png" width="640" /></a></div>
</span></span></li>
<li><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #333333;">To hide them again, follow the same steps but replace the Terminal command with: </span><span style="background-color: #eeeeee; font-style: inherit; font-variant-caps: inherit;">defaults write com.apple.finder AppleShowAllFiles NO</span></span></li>
</ol>
<br />
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">I used text wrangler to edit the file. Alternatively you can edit it on terminal:</span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">edit the file <span style="background-color: white;">vi hadoop-env.sh</span><span style="background-color: white;"> </span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<div>
<div style="background-color: white; border: 0px; color: #2b2b2b; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Find the line with</span></div>
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">export </code>HADOOP_OPTS="$HADOOP_OPTS -<span class="skimlinks-unlinked" style="border: 0px; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Djava.net.preferIPv4Stack=true</span>"</span></pre>
<div style="background-color: white; border: 0px; color: #2b2b2b; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">as highlighted in the file:</span></div>
<br />
<br />
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"># Licensed to the Apache Software Foundation (ASF) under one</span><br /><span style="background-color: #f3f3f3;"># or more contributor license agreements. See the NOTICE file</span><br /><span style="background-color: #f3f3f3;"># distributed with this work for additional information</span><br /><span style="background-color: #f3f3f3;"># regarding copyright ownership. The ASF licenses this file</span><br /><span style="background-color: #f3f3f3;"># to you under the Apache License, Version 2.0 (the</span><br /><span style="background-color: #f3f3f3;"># "License"); you may not use this file except in compliance</span><br /><span style="background-color: #f3f3f3;"># with the License. You may obtain a copy of the License at</span><br /><span style="background-color: #f3f3f3;">#</span><br /><span style="background-color: #f3f3f3;"># http://www.apache.org/licenses/LICENSE-2.0</span><br /><span style="background-color: #f3f3f3;">#</span><br /><span style="background-color: #f3f3f3;"># Unless required by applicable law or agreed to in writing, software</span><br /><span style="background-color: #f3f3f3;"># distributed under the License is distributed on an "AS IS" BASIS,</span><br /><span style="background-color: #f3f3f3;"># WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span><br /><span style="background-color: #f3f3f3;"># See the License for the specific language governing permissions and</span><br /><span style="background-color: #f3f3f3;"># limitations under the License.</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># Set Hadoop-specific environment variables here.</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># The only required environment variable is JAVA_HOME. All others are</span><br /><span style="background-color: #f3f3f3;"># optional. When running a distributed configuration it is best to</span><br /><span style="background-color: #f3f3f3;"># set JAVA_HOME in this file, so that it is correctly defined on</span><br /><span style="background-color: #f3f3f3;"># remote nodes.</span><br /><br /><span style="background-color: #f3f3f3;"># The java implementation to use.</span><br /><span style="background-color: #f3f3f3;">export JAVA_HOME="$(/usr/libexec/java_home)"</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># The jsvc implementation to use. Jsvc is required to run secure datanodes</span><br /><span style="background-color: #f3f3f3;"># that bind to privileged ports to provide authentication of data transfer</span><br /><span style="background-color: #f3f3f3;"># protocol. Jsvc is not required if SASL is configured for authentication of</span><br /><span style="background-color: #f3f3f3;"># data transfer protocol using non-privileged ports.</span><br /><span style="background-color: #f3f3f3;">#export JSVC_HOME=${JSVC_HOME}</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br />export HADOOP_CONF_DIR=${HADOOP_CONF_DIR:-"/etc/hadoop"</span><br /><br /><span style="background-color: #f3f3f3;"># Extra Java CLASSPATH elements. Automatically insert capacity-scheduler.</span><br /><span style="background-color: #f3f3f3;">for f in $HADOOP_HOME/contrib/capacity-scheduler/*.jar; do</span><br /><span style="background-color: #f3f3f3;"> if [ "$HADOOP_CLASSPATH" ]; then</span><br /><span style="background-color: #f3f3f3;"> export HADOOP_CLASSPATH=$HADOOP_CLASSPATH:$f</span><br /><span style="background-color: #f3f3f3;"> else</span><br /><span style="background-color: #f3f3f3;"> export HADOOP_CLASSPATH=$f</span><br /><span style="background-color: #f3f3f3;"> fi</span><br /><span style="background-color: #f3f3f3;">done</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># The maximum amount of heap to use, in MB. Default is 1000.</span><br /><span style="background-color: #f3f3f3;">#export HADOOP_HEAPSIZE=</span><br /><span style="background-color: #f3f3f3;">#export HADOOP_NAMENODE_INIT_HEAPSIZE=""</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># Extra Java runtime options. Empty by default.</span><br /><span style="background-color: yellow;">export HADOOP_OPTS="$HADOOP_OPTS -Djava.net.preferIPv4Stack=true"</span><br /><br /><span style="background-color: #f3f3f3;"># Command specific options appended to HADOOP_OPTS when specified</span><br /><span style="background-color: #f3f3f3;">export HADOOP_NAMENODE_OPTS="-Dhadoop.security.logger=${HADOOP_SECURITY_LOGGER:-INFO,RFAS} -Dhdfs.audit.logger=${HDFS_AUDIT_LOGGER:-INFO,NullAppender} $HADOOP_NAMENODE_OPTS"</span><br /><br /><span style="background-color: #f3f3f3;">export HADOOP_DATANODE_OPTS="-Dhadoop.security.logger=ERROR,RFAS $HADOOP_DATANODE_OPTS"</span><br /><br /><span style="background-color: #f3f3f3;">export HADOOP_SECONDARYNAMENODE_OPTS="-Dhadoop.security.logger=${HADOOP_SECURITY_LOGGER:-INFO,RFAS} -Dhdfs.audit.logger=${HDFS_AUDIT_LOGGER:-INFO,NullAppender} $HADOOP_SECONDARYNAMENODE_OPTS"</span><br /><span style="background-color: #f3f3f3;">export HADOOP_NFS3_OPTS="$HADOOP_NFS3_OPTS"</span><br /><span style="background-color: #f3f3f3;">export HADOOP_PORTMAP_OPTS="-Xmx512m $HADOOP_PORTMAP_OPTS"</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># The following applies to multiple commands (fs, dfs, fsck, distcp etc)</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;">export HADOOP_CLIENT_OPTS="-Xmx512m $HADOOP_CLIENT_OPTS"</span><br /><span style="background-color: #f3f3f3;">#HADOOP_JAVA_PLATFORM_OPTS="-XX:-UsePerfData $HADOOP_JAVA_PLATFORM_OPTS"</span><br /><span style="background-color: #f3f3f3;"># On secure datanodes, user to run the datanode as after dropping privileges.</span><br /><span style="background-color: #f3f3f3;"># This **MUST** be uncommented to enable secure HDFS if using privileged ports</span><br /><span style="background-color: #f3f3f3;"># to provide authentication of data transfer protocol. This **MUST NOT** be</span><br /><span style="background-color: #f3f3f3;"># defined if SASL is configured for authentication of data transfer protocol</span><br /><span style="background-color: #f3f3f3;"># using non-privileged ports.</span><br /><span style="background-color: #f3f3f3;">export HADOOP_SECURE_DN_USER=${HADOOP_SECURE_DN_USER}</span><br /><span style="background-color: #f3f3f3;"># Where log files are stored. $HADOOP_HOME/logs by default.</span><br /><span style="background-color: #f3f3f3;">#export HADOOP_LOG_DIR=${HADOOP_LOG_DIR}/$USER</span><br /><span style="background-color: #f3f3f3;"># Where log files are stored in the secure data environment.</span><br /><span style="background-color: #f3f3f3;">export HADOOP_SECURE_DN_LOG_DIR=${HADOOP_LOG_DIR}/${HADOOP_HDFS_USER}</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br />###</span><br /><span style="background-color: #f3f3f3;"># HDFS Mover specific parameters</span><br /><span style="background-color: #f3f3f3;">###</span><br /><span style="background-color: #f3f3f3;"># Specify the JVM options to be used when starting the HDFS Mover.</span><br /><span style="background-color: #f3f3f3;"># These options will be appended to the options specified as HADOOP_OPTS</span><br /><span style="background-color: #f3f3f3;"># and therefore may override any similar flags set in HADOOP_OPTS</span><br /><span style="background-color: #f3f3f3;">#</span><br /><span style="background-color: #f3f3f3;"># export HADOOP_MOVER_OPTS=""</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br />###</span><br /><span style="background-color: #f3f3f3;"># Advanced Users Only!</span><br /><span style="background-color: #f3f3f3;">###</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># The directory where pid files are stored. /tmp by default.</span><br /><span style="background-color: #f3f3f3;"># NOTE: this should be set to a directory that can only be written to by </span><br /><span style="background-color: #f3f3f3;"># the user that will run the hadoop daemons. Otherwise there is the</span><br /><span style="background-color: #f3f3f3;"># potential for a symlink attack.</span><br /><span style="background-color: #f3f3f3;">export HADOOP_PID_DIR=${HADOOP_PID_DIR}</span><br /><span style="background-color: #f3f3f3;">export HADOOP_SECURE_DN_PID_DIR=${HADOOP_PID_DIR}</span></span></div>
<div>
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: #f3f3f3;"><br /># A string representing this instance of hadoop. $USER by default</span><br /><span style="background-color: #f3f3f3;">export HADOOP_IDENT_STRING=$USER</span></span><br />
<div style="background-color: white; border: 0px; color: #2b2b2b; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<div style="background-color: white; border: 0px; color: #2b2b2b; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">and change it to</span></div>
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">export HADOOP_OPTS="$HADOOP_OPTS -Djava.net.preferIPv4Stack=true -Djava.security.krb5.realm= -Djava.security.krb5.kdc="</span></code></pre>
</div>
<h3 style="background-color: white; border: 0px; clear: both; color: #2b2b2b; line-height: 1.09091; margin: 36px 0px 12px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><u><i>Edit Core-site.xml</i></u></span></h3>
<div style="background-color: white; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="color: #2b2b2b;">The file can be located at</span><b>/usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/core-site.xml</b></span></span></div>
<div style="background-color: white; line-height: normal;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">from:</span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"></span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"></span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><!--</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> Licensed under the Apache License, Version 2.0 (the "License");</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> you may not use this file except in compliance with the License.</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> You may obtain a copy of the License at</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"><br></font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> http://www.apache.org/licenses/LICENSE-2.0</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"><br></font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> Unless required by applicable law or agreed to in writing, software</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> distributed under the License is distributed on an "AS IS" BASIS,</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> See the License for the specific language governing permissions and</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);"> limitations under the License. See accompanying LICENSE file.</font></p>
<p style="line-height: normal;">
<font size="2" face="Courier New, Courier, monospace" style="background-color: rgb(243, 243, 243);">--></span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><!--Put site-specific property overrides in this file.--></span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><configuration></configuration></span></div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"></span></div>
</div>
<div style="line-height: normal;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<div style="line-height: normal;">
<span style="background-color: white; font-family: "courier new" , "courier" , monospace; font-size: x-small;">to:</span></div>
<div style="background-color: white; line-height: normal;">
<br /></div>
<pre class="p1" style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><b><configuration>
<property>
<name>hadoop.tmp.dir</name>
<value>/usr/local/Cellar/hadoop/hdfs/tmp</value>
<description>A base for other temporary directories.</description>
</property>
<property>
<name>fs.default.name</name>
<value>hdfs://localhost:9000</value>
</property>
</configuration> </b></span></pre>
<h3 style="background-color: white; border: 0px; clear: both; color: #2b2b2b; line-height: 1.09091; margin: 36px 0px 12px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><u><i>Edit mapred-site.xml</i></u></span></h3>
<div style="background-color: white; border: 0px; color: #2b2b2b; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">The file can be located at <span style="border: 0px; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-weight: 700;">/usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/</span><span class="skimlinks-unlinked" style="border: 0px; font-style: inherit; font-weight: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">mapred-site.xml </span><span class="skimlinks-unlinked" style="border: 0px; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">The file doesn't exist by default. Need to create it from </span></span></span><attachment style="background-color: transparent;" webkitattachmentpath="/usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/mapred-site.xml.template"></attachment><attachment style="background-color: transparent;" webkitattachmentpath="/usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/mapred-site.xml.template"></attachment><span style="background-color: transparent;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><b>mapred-site.xml.template </b></span></span></div>
<pre class="p1" style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><b><configuration>
<property>
<name>mapred.job.tracker</name>
<value>localhost:9010</value>
</property>
</configuration></b></span></pre>
<div>
<h3 style="background-color: white; border: 0px; clear: both; color: #2b2b2b; line-height: 1.09091; margin: 36px 0px 12px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><u><i>Edit hdfs-site.xml</i></u></span></h3>
<div style="background-color: white; border: 0px; color: #2b2b2b; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">The file can be located at <span style="border: 0px; font-style: inherit; font-weight: 700; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">/usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop/<span class="skimlinks-unlinked" style="border: 0px; font-style: inherit; font-weight: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">hdfs-site.xml</span> </span>.</span></div>
<pre class="p1" style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><configuration>
<property>
<name>dfs.replication</name>
<value>1</value>
</property>
</configuration>
</span></pre>
</div>
<div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><b><u><i>Create and <span style="background-color: white; color: #2b2b2b;">edit your</span><span style="border: 0px; color: #2b2b2b; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> ~/.profile</span><span style="background-color: white; color: #2b2b2b;"> </span></i></u></b></span></div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="background-color: white;">The </span><code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">.profile</code><span style="background-color: white;"> file in MacOSX works exactly how you would expect. Simply create the .profile file in your user directory if it doesn't exist.</span></span></div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">There is no <code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">~/.profile</code> by default. </span></div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">When you start your Terminal.app, it loads a shell – in your case Bash. Shells can have configuration files, and <code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">.profile</code> is one of these. They are read when the shell starts up, in a specific order. You can read <code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">man bash</code>, section "Invocation", for more details.*</span></div>
<pre style="background-color: #eff0f1; border: 0px; color: #242729; margin-bottom: 1em; max-height: 600px; overflow-wrap: normal; overflow: auto; padding: 5px; width: auto; word-wrap: normal;"><code style="border: 0px; margin: 0px; padding: 0px; white-space: inherit;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">touch ~/.profile
open -e !$
</span></code></pre>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Save it, and the next time you start a new instance of Bash (e.g. by opening a new Terminal window), your <code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">~/.profile</code> will be read and all commands therein will be executed.</span></div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<sub style="border: 0px; margin: 0px; padding: 0px;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">* Note that once you create a file called <code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">~/.bash_profile</code>, your <code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">~/.profile</code> will not be read anymore.</span></sub></div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<sub style="border: 0px; margin: 0px; padding: 0px;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">.profile</code><span style="background-color: white;"> works with </span><code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">sh</code><span style="background-color: white;"> or </span><code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">bash</code><span style="background-color: white;">. However </span><code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">.bash_profile</code><span style="background-color: white;"> is bash-specific and will override </span><code style="background-color: #eff0f1; border: 0px; margin: 0px; padding: 1px 5px; white-space: pre-wrap;">.profile</code><span style="background-color: white;"> if present.</span></span></sub></div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<sub style="border: 0px; margin: 0px; padding: 0px;"><span style="background-color: white;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">In macOS Sierra the .bash_profile exists in the home directory (its empty by default)</span></span></sub></div>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWzOPffR9nqCyME6ofahwO42dZntd4NbqnH34uh-xYzVHcBvKvcnbSTmFytv6LZwMojYAv2SSrgpfLDJRu7qcjDJ7PzH090ROgT1ShKrNGVwSmugotnQ7px4AmmqjJMrjxdtUTz94QwpY/s1600/Screen+Shot+2016-09-06+at+1.08.56+PM.png" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWzOPffR9nqCyME6ofahwO42dZntd4NbqnH34uh-xYzVHcBvKvcnbSTmFytv6LZwMojYAv2SSrgpfLDJRu7qcjDJ7PzH090ROgT1ShKrNGVwSmugotnQ7px4AmmqjJMrjxdtUTz94QwpY/s320/Screen+Shot+2016-09-06+at+1.08.56+PM.png" width="160" /></span></a></div>
<div class="separator" style="clear: both; text-align: left;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></div>
<div class="separator" style="clear: both; text-align: left;">
<span style="background-color: white; color: #2b2b2b;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Add the following two commands. </span></span></div>
<div class="separator" style="clear: both; text-align: left;">
<span style="background-color: #f3f3f3; color: #2b2b2b;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></span></div>
<div class="separator" style="clear: both;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;">alias hstart="/usr/local/Cellar/hadoop/2.6.0/sbin/start-dfs.sh;/usr/local/Cellar/hadoop/2.7.2/sbin/start-yarn.sh"</span></div>
<div class="separator" style="clear: both;">
<span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;">alias hstop="/usr/local/Cellar/hadoop/2.6.0/sbin/stop-yarn.sh;/usr/local/Cellar/hadoop/2.7.2/sbin/stop-dfs.sh"</span></div>
<div style="border: 0px; clear: both; color: #242729; margin-bottom: 1em; padding: 0px;">
<sub style="border: 0px; margin: 0px; padding: 0px;"><span style="background-color: #f3f3f3; font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></sub></div>
<div style="border: 0px; clear: both; color: #242729; font-family: Arial, "Helvetica Neue", Helvetica, sans-serif; font-size: 15px; margin-bottom: 1em; padding: 0px;">
<sub style="border: 0px; font-size: 12px; margin: 0px; padding: 0px;"></sub></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">. ~/.bash_profile to reload the bash profile.</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Format the hdfs file before executing Hadoop</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"></span></div>
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-family: monospace, serif; font-size: 15px; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; font-family: monospace, serif; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ hdfs namenode -format
</code></pre>
</div>
<div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></code><br />
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:22 INFO namenode.NameNode: STARTUP_MSG: </span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;">/************************************************************</span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;">STARTUP_MSG: Starting NameNode</span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div style="font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;"><span style="background-color: white;">STARTUP_MSG: host = </span><span style="background-color: black;">*************-mbp</span><span style="background-color: white;">.home/192.168.1.10</span></span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;">STARTUP_MSG: args = [-format]</span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;">STARTUP_MSG: version = 2.7.2</span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;">STARTUP_MSG: classpath = /usr/local/Cellar/hadoop/2.7.2/libexec/etc/hadoop:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/activation-1.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/apacheds-i18n-2.0.0-M15.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/apacheds-kerberos-codec-2.0.0-M15.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/api-asn1-api-1.0.0-M20.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/api-util-1.0.0-M20.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/asm-3.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/avro-1.7.4.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-beanutils-1.7.0.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-beanutils-core-1.8.0.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-cli-1.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-codec-1.4.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-collections-3.2.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-compress-1.4.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-configuration-1.6.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-digester-1.8.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-httpclient-3.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-io-2.4.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-lang-2.6.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-logging-1.1.3.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-math3-3.1.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/commons-net-3.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/curator-client-2.7.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/curator-framework-2.7.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/curator-recipes-2.7.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/gson-2.2.4.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/guava-11.0.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/hadoop-annotations-2.7.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/hadoop-auth-2.7.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/hamcrest-core-1.3.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/htrace-core-3.1.0-incubating.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/httpclient-4.2.5.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/httpcore-4.2.5.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jackson-core-asl-1.9.13.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jackson-jaxrs-1.9.13.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jackson-mapper-asl-1.9.13.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jackson-xc-1.9.13.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/java-xmlbuilder-0.4.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jaxb-api-2.2.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jersey-core-1.9.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jersey-json-1.9.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jersey-server-1.9.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jets3t-0.9.0.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jettison-1.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jetty-6.1.26.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jetty-util-6.1.26.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jsch-0.1.42.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jsp-api-2.1.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/jsr305-3.0.0.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/junit-4.11.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/log4j-1.2.17.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/mockito-all-1.8.5.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/netty-3.6.2.Final.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/paranamer-2.3.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/servlet-api-2.5.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/slf4j-api-1.7.10.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/common/lib/slf4j-log4j1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ient-jobclient-2.7.2-tests.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-2.7.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-2.7.2.jar:/usr/local/Cellar/hadoop/2.7.2/libexec/share/hadoop/mapreduce/hadoop-mapreduce-examples-2.7.2.jar:/contrib/capacity-scheduler/*.jar</span></code></div>
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<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-variant-ligatures: no-common-ligatures;">STARTUP_MSG: build = https://git-wip-us.apache.org/repos/asf/hadoop.git -r b165c4fe8a74265c792ce23f546c64604acf0e41; compiled by 'jenkins' on 2016-01-26T00:08Z</span></code></div>
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<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:22 INFO namenode.NameNode: registered UNIX signal handlers for [TERM, HUP, INT]</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:22 INFO namenode.NameNode: createNameNode [-format]</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:22 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">Formatting using clusterid: CID-ed403bb1-56a9-4a3b-8751-15b17ba93ca3</span></div>
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<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: No KeyProvider found.</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: fsLock is fair:true</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.DatanodeManager: dfs.block.invalidate.limit=1000</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.DatanodeManager: dfs.namenode.datanode.registration.ip-hostname-check=true</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: dfs.namenode.startup.delay.block.deletion.sec is set to 000:00:00:00.000</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: The block deletion will start around 2016 Sep 06 13:20:23</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: Computing capacity for map BlocksMap</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: VM type = 64-bit</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: 2.0% max memory 889 MB = 17.8 MB</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: capacity = 2^21 = 2097152 entries</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: dfs.block.access.token.enable=false</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: defaultReplication = 1</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: maxReplication = 512</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: minReplication = 1</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: maxReplicationStreams = 2</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: replicationRecheckInterval = 3000</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: encryptDataTransfer = false</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO blockmanagement.BlockManager: maxNumBlocksToLog = 1000</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: fsOwner = ************* (auth:SIMPLE)</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: supergroup = supergroup</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: isPermissionEnabled = true</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: HA Enabled: false</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: Append Enabled: true</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: Computing capacity for map INodeMap</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: VM type = 64-bit</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: 1.0% max memory 889 MB = 8.9 MB</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: capacity = 2^20 = 1048576 entries</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSDirectory: ACLs enabled? false</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSDirectory: XAttrs enabled? true</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSDirectory: Maximum size of an xattr: 16384</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.NameNode: Caching file names occuring more than 10 times</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: Computing capacity for map cachedBlocks</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: VM type = 64-bit</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: 0.25% max memory 889 MB = 2.2 MB</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: capacity = 2^18 = 262144 entries</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: dfs.namenode.safemode.threshold-pct = 0.9990000128746033</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: dfs.namenode.safemode.min.datanodes = 0</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: dfs.namenode.safemode.extension = 30000</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.window.num.buckets = 10</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.num.users = 10</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.windows.minutes = 1,5,25</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: Retry cache on namenode is enabled</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSNamesystem: Retry cache will use 0.03 of total heap and retry cache entry expiry time is 600000 millis</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: Computing capacity for map NameNodeRetryCache</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: VM type = 64-bit</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: 0.029999999329447746% max memory 889 MB = 273.1 KB</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.GSet: capacity = 2^15 = 32768 entries</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.FSImage: Allocated new BlockPoolId: BP-154566474-192.168.1.10-1473182423595</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO common.Storage: Storage directory /usr/local/Cellar/hadoop/hdfs/tmp/dfs/name has been successfully formatted.</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.NNStorageRetentionManager: Going to retain 1 images with txid >= 0</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO util.ExitUtil: Exiting with status 0</span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:20:23 INFO namenode.NameNode: SHUTDOWN_MSG: </span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">/************************************************************</span></div>
<div style="font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="background-color: white;">SHUTDOWN_MSG: Shutting down NameNode at </span><span style="background-color: black;">*************-mbp</span><span style="background-color: white;">.home/192.168.1.10</span></span></div>
<div style="background-color: white; font-family: Menlo; font-size: 11px; font-style: inherit; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">************************************************************/</span></div>
<div style="font-family: monospace, serif; font-style: inherit;">
<span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div>
<div style="font-style: inherit;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span></span></div>
<div>
<span style="font-variant-ligatures: no-common-ligatures;"></span><br />
<h2 id="localhost" style="background-color: white; border: 0px; clear: both; color: #2b2b2b; line-height: 1; margin: 36px 0px 12px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-variant-ligatures: no-common-ligatures;">
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><u><i>SSH Localhost</i></u></span></span></h2>
<span style="font-variant-ligatures: no-common-ligatures;">
</span>
<br />
<div style="background-color: white; border: 0px; color: #2b2b2b; font-style: inherit; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Generate <span style="background-color: transparent; border: 0px; font-style: inherit; font-weight: 700; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">~/.ssh/id_rsa</span> and the<span style="background-color: transparent; border: 0px; font-style: inherit; font-weight: 700; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> ~/.ssh/<span class="skimlinks-unlinked" style="border: 0px; font-style: inherit; font-weight: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">id_rsa.pub</span></span> files<span style="font-style: inherit;"> using</span></span></span></div>
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</span>
<br />
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><span style="font-variant-ligatures: no-common-ligatures;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">$ ssh-keygen -t rsa
</span></code></span></pre>
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</span>
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<div style="background-color: white; border: 0px; color: #2b2b2b; font-style: inherit; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><span style="border: 0px; font-style: inherit; font-weight: 700; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><em style="border: 0px; font-weight: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Enable Remote Login</em></span><br />“System Preferences” -> “Sharing”. Check “Remote Login”</span></span></div>
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<div class="separator" style="clear: both; text-align: center;">
<span style="font-variant-ligatures: no-common-ligatures;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhttgFKc67aPAK5JsUOxyz92aSLEJAwHVjwCg3eZCvd8VmsHj4tTW-ezveu59gFAO4PUTt-JhByvE75H5g8PAZaW7yJhJ33-xx2GmR1rtbCkxOO_Zty34B65pglRIdXNRih5fZcd_JmvkM/s1600/Screen+Shot+2016-09-06+at+1.34.56+PM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em; text-align: left;"><img border="0" height="572" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhttgFKc67aPAK5JsUOxyz92aSLEJAwHVjwCg3eZCvd8VmsHj4tTW-ezveu59gFAO4PUTt-JhByvE75H5g8PAZaW7yJhJ33-xx2GmR1rtbCkxOO_Zty34B65pglRIdXNRih5fZcd_JmvkM/s640/Screen+Shot+2016-09-06+at+1.34.56+PM.png" width="640" /></a></span></div>
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</span>
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<div style="margin-left: 1em; margin-right: 1em; text-align: left;">
<span style="font-variant-ligatures: no-common-ligatures;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1EELrk7rUFfMAEAoWmM6spsT-sXcfqea-vh9sHVWb8QcbnIGrdR_FV6t2plBtWb_2jKacQHhatkY7-sLdO82MnRT4oLwlG1o5lBNw2zuVFSYdBTfZSpJmoo6M60cgx3gnFJyf6H4RwGY/s1600/Screen+Shot+2016-09-06+at+1.34.46+PM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="512" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1EELrk7rUFfMAEAoWmM6spsT-sXcfqea-vh9sHVWb8QcbnIGrdR_FV6t2plBtWb_2jKacQHhatkY7-sLdO82MnRT4oLwlG1o5lBNw2zuVFSYdBTfZSpJmoo6M60cgx3gnFJyf6H4RwGY/s640/Screen+Shot+2016-09-06+at+1.34.46+PM.png" width="640" /></a></span></div>
<span style="font-variant-ligatures: no-common-ligatures;">
<br />
<br />
</span><br />
<div style="background-color: white; border: 0px; color: #2b2b2b; font-style: inherit; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /><span style="border: 0px; font-style: inherit; font-weight: 700; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Authorize SSH Keys</span><br />To allow your system to accept login, we have to make it aware of the keys that will be used</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;">
</span>
<br />
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><span style="font-variant-ligatures: no-common-ligatures;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">$ cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
</span></code></span></pre>
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<div style="background-color: white; border: 0px; color: #2b2b2b; font-style: inherit; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Login.</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;">
</span>
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="font-variant-ligatures: no-common-ligatures;">$ ssh localhost</span></span></div>
<span style="font-variant-ligatures: no-common-ligatures;">
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">The authenticity of host 'localhost (::1)' can't be established.</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">ECDSA key fingerprint is SHA256:WmIZBk7JuaSCNEKV81Lj1skRPCI4G+J/vvixV5MyXiY.</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Are you sure you want to continue connecting (yes/no)? yes</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Warning: Permanently added 'localhost' (ECDSA) to the list of known hosts.</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Last login: Tue Sep 6 11:36:38 2016</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">
</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">$ exit</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">
</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">logout</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">
</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Connection to localhost closed.</span></div>
</span></pre>
<span style="font-variant-ligatures: no-common-ligatures;">
<div style="font-style: inherit;">
<code style="-webkit-hyphens: none; border: 0px; font-family: monospace, serif; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><br /></code></div>
<div style="font-style: inherit;">
<i style="font-family: "Courier New", Courier, monospace;"><u><b>Running Hadoop</b></u></i></div>
<div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></code><br />
<div style="background-color: white; border: 0px; color: #2b2b2b; font-style: inherit; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Start Hadoop</span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">$ hstart
</span></code></code></pre>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<pre style="-webkit-hyphens: none; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">$ hstart</span></div>
<span style="background-color: white;">
</span><div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:52:32 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable</span></div>
<span style="background-color: white;">
</span><div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Starting namenodes on [localhost]</span></div>
<span style="background-color: white;">
</span><div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="background-color: white;">localhost: starting namenode, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/hadoop-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-namenode-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-MBP.home.out</span></span></div>
<span style="background-color: white;">
</span><div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="background-color: white;">localhost: starting datanode, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/hadoop-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-datanode-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-MBP.home.out</span></span></div>
<span style="background-color: white;">
</span><div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Starting secondary namenodes [0.0.0.0]</span></div>
<span style="background-color: white;">
</span><div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="background-color: white;">0.0.0.0: starting secondarynamenode, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/hadoop-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-secondarynamenode-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-MBP.home.out</span></span></div>
<span style="background-color: white;">
</span><div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:52:48 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable</span></div>
<span style="background-color: white;">
</span><div style="background-color: white; color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">starting yarn daemons</span></div>
<span style="background-color: white;">
</span><div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="background-color: white;">starting resourcemanager, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/yarn-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-resourcemanager-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-MBP.home.out</span></span></div>
<span style="background-color: white;">
</span><div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;"><span style="background-color: white;">localhost: starting nodemanager, logging to /usr/local/Cellar/hadoop/2.7.2/libexec/logs/yarn-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-nodemanager-</span><span style="background-color: black;">*************</span><span style="background-color: white;">-MBP.home.out</span></span></div>
<span style="background-color: white;">
</span></code></code></pre>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div style="background-color: white; border: 0px; color: #2b2b2b; font-style: inherit; margin-bottom: 24px; outline: 0px; padding: 0px; vertical-align: baseline;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Stop Hadoop</span></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">$ hstop
</span></code></code></pre>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">$ hstop</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">stopping yarn daemons</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">stopping resourcemanager</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">localhost: stopping nodemanager</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">no proxyserver to stop</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:51:36 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Stopping namenodes on [localhost]</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">localhost: stopping namenode</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">localhost: stopping datanode</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">Stopping secondary namenodes [0.0.0.0]</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">0.0.0.0: stopping secondarynamenode</span></div>
<div style="color: black; font-family: Menlo; font-size: 11px; line-height: normal;">
<span style="font-variant-ligatures: no-common-ligatures;">16/09/06 13:51:55 WARN util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable</span></div>
</code></code></pre>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
</code>
<br />
<div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"></span></code><br /></code>
<br />
<h3 style="text-align: left;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">
<b><u><i>Web Interface</i></u></b></span></code></code></h3>
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="border: 0px; color: black; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Resource Manager:</span> <a href="http://localhost:50070/" style="border: 0px; color: #24890d; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;" target="_blank" title="http://localhost:50070/">http://localhost:50070</a></code></span></code></code></pre>
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgsFn6ZjZqj8pugbZ1SbK6W4fmKc6WPOoo4rKK33GTyVFoZLhkf4yZwf8U40xwxP-Ycb7hceD3fFc68RnnZLQ7Er5xlZqEaXzLAI1__fkyYwuCaTWIFI7H4s9xeuIw5SBvHOZ65_KuhL_M/s1600/Screen+Shot+2016-09-06+at+1.57.11+PM.png" style="background-color: transparent; font-family: "Courier New", Courier, monospace; margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" height="562" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgsFn6ZjZqj8pugbZ1SbK6W4fmKc6WPOoo4rKK33GTyVFoZLhkf4yZwf8U40xwxP-Ycb7hceD3fFc68RnnZLQ7Er5xlZqEaXzLAI1__fkyYwuCaTWIFI7H4s9xeuIw5SBvHOZ65_KuhL_M/s640/Screen+Shot+2016-09-06+at+1.57.11+PM.png" width="640" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgU1XqHv6yX6CMov6Q-xt6dg_D2-usDx2T7pzuwr_fkFn6txT99FbNL7yQAX-fWTWDnKL-PFKm1biYveIP94XcRbHElv92HTZOs4OJzJDakAW09Fe_JBVmJwswOzp6xHX_msexol5bPyjs/s1600/Screen+Shot+2016-09-06+at+1.57.20+PM.png" style="background-color: transparent; clear: left; font-family: "Courier New", Courier, monospace; margin-bottom: 1em; margin-right: 1em; text-align: center;"><img border="0" height="574" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgU1XqHv6yX6CMov6Q-xt6dg_D2-usDx2T7pzuwr_fkFn6txT99FbNL7yQAX-fWTWDnKL-PFKm1biYveIP94XcRbHElv92HTZOs4OJzJDakAW09Fe_JBVmJwswOzp6xHX_msexol5bPyjs/s640/Screen+Shot+2016-09-06+at+1.57.20+PM.png" width="640" /></a></span></code></code></pre>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">
</span><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br />
</span></code></code><br />
<div class="separator" style="clear: both; text-align: center;">
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgU1XqHv6yX6CMov6Q-xt6dg_D2-usDx2T7pzuwr_fkFn6txT99FbNL7yQAX-fWTWDnKL-PFKm1biYveIP94XcRbHElv92HTZOs4OJzJDakAW09Fe_JBVmJwswOzp6xHX_msexol5bPyjs/s1600/Screen+Shot+2016-09-06+at+1.57.20+PM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><br /></a></span></code></code></div>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">
</span></code>
</code><br />
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><code style="-webkit-hyphens: none; border: 0px; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
<span style="border: 0px; color: black; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">JobTracker:</span><a href="http://localhost:8088/" style="border: 0px; color: #24890d; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;" target="_blank"> http://localhost:8088</a> </code><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgW-crcQt5XGgG4CgNeETGJbAy-TD7BQyILexy59V69SHtncCTDeq2eZbcguxfSgHSaXD-EoLX3mLSB6E8Hv-ezESRggsTaIp8hQRR3SpFFf-d9fUWsvX_2Thr8wZN8-Yb1uWd3hdX3cIA/s1600/Screen+Shot+2016-09-06+at+1.57.37+PM.png" style="clear: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="182" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgW-crcQt5XGgG4CgNeETGJbAy-TD7BQyILexy59V69SHtncCTDeq2eZbcguxfSgHSaXD-EoLX3mLSB6E8Hv-ezESRggsTaIp8hQRR3SpFFf-d9fUWsvX_2Thr8wZN8-Yb1uWd3hdX3cIA/s640/Screen+Shot+2016-09-06+at+1.57.37+PM.png" width="640" /></a></span></code></code></pre>
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjojXbqz1MnR2ihnaaVdT0q0HMM2O00V7VnxTMMB2ckYgsqeA5xLuMFsE4jlxafcJFVLhaJ_CdrJlmXBhT2bwgSAs-1oVLdbw_JhM2d8ZJHlTxVsBjrQcsaQE0WUuhsIfYxyzjIfod9Unw/s1600/Screen+Shot+2016-09-06+at+1.57.27+PM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;">
</a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgW-crcQt5XGgG4CgNeETGJbAy-TD7BQyILexy59V69SHtncCTDeq2eZbcguxfSgHSaXD-EoLX3mLSB6E8Hv-ezESRggsTaIp8hQRR3SpFFf-d9fUWsvX_2Thr8wZN8-Yb1uWd3hdX3cIA/s1600/Screen+Shot+2016-09-06+at+1.57.37+PM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;">
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<span style="border: 0px; color: black; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Specific Node Information:</span><a href="http://localhost:8042/" style="border: 0px; color: #24890d; font-style: inherit; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;" target="_blank"> http://localhost:8042</a> </code><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjojXbqz1MnR2ihnaaVdT0q0HMM2O00V7VnxTMMB2ckYgsqeA5xLuMFsE4jlxafcJFVLhaJ_CdrJlmXBhT2bwgSAs-1oVLdbw_JhM2d8ZJHlTxVsBjrQcsaQE0WUuhsIfYxyzjIfod9Unw/s1600/Screen+Shot+2016-09-06+at+1.57.27+PM.png" style="clear: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="214" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjojXbqz1MnR2ihnaaVdT0q0HMM2O00V7VnxTMMB2ckYgsqeA5xLuMFsE4jlxafcJFVLhaJ_CdrJlmXBhT2bwgSAs-1oVLdbw_JhM2d8ZJHlTxVsBjrQcsaQE0WUuhsIfYxyzjIfod9Unw/s640/Screen+Shot+2016-09-06+at+1.57.27+PM.png" width="640" /></a></span></code></code></pre>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">
</span><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"></span></code></code>
<br />
<pre style="-webkit-hyphens: none; background-color: white; border: 1px solid rgba(0, 0, 0, 0.098); box-sizing: border-box; color: #2b2b2b; font-style: inherit; line-height: 1.6; margin-bottom: 24px; max-width: 100%; outline: 0px; overflow-wrap: break-word; overflow: auto; padding: 12px; vertical-align: baseline; word-wrap: break-word;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Command
$ jps
7379 DataNode
7459 SecondaryNameNode
7316 NameNode
7636 NodeManager
7562 ResourceManager
7676 Jps
$ yarn // For resource management more information than the web interface.
$ mapred // Detailed information about jobs</span></code></code></pre>
<code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><code style="-webkit-hyphens: none; border: 0px; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">
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</code></div>
<div style="font-style: inherit;">
<code style="-webkit-hyphens: none; border: 0px; font-family: monospace, serif; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><br /></code></div>
<div style="font-style: inherit;">
<code style="-webkit-hyphens: none; border: 0px; font-family: monospace, serif; font-style: inherit; line-height: 1.6; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><br /></code></div>
</span></div>
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<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;">Captain Nemo New York</span><br />
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span> <span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><b>Reference</b>: Special thanks to MAREK for <a href="https://amodernstory.com/2014/09/23/installing-hadoop-on-mac-osx-yosemite/">Installing Hadoop on Mac part 1</a></span><br />
<span style="font-family: "courier new" , "courier" , monospace; font-size: x-small;"><br /></span><h1 style="text-align: left;">Installing Hive on MacOS </h1><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhP6t48wptlAyNW0V6HZFDDRU7BNS5CdVI7Dpgk09BRbX_vK-94UNhe7_6T6smbcAXiuK3qQGPH8mey8J4Nj1JnwFCNP_w-6AOH6C2gq1Wn_wb6gv5IJpWCWq1wxxOrrMSvOqpcp1fJzF4/s1138/Apache_Hive_logo.svg.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1024" data-original-width="1138" height="223" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhP6t48wptlAyNW0V6HZFDDRU7BNS5CdVI7Dpgk09BRbX_vK-94UNhe7_6T6smbcAXiuK3qQGPH8mey8J4Nj1JnwFCNP_w-6AOH6C2gq1Wn_wb6gv5IJpWCWq1wxxOrrMSvOqpcp1fJzF4/w248-h223/Apache_Hive_logo.svg.png" width="248" /></a></div></div></div><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><div dir="ltr" style="text-align: left;" trbidi="on"><div dir="ltr" trbidi="on"><div style="text-align: left;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4AyJ1qXRA-YSn1-DPIHbxxlcE8S8rdYl2iNxPpMb-FB_M7VxVxSheXS_nGxMgVE8i2eG1wwOoHRqozamdyidbu0HXbZojPR8wm0YSrYO_ltBebHAIdo41DU82yS502r2xpzNXbleAQmU/s1600/install-macos-sierra.jpg" style="margin-left: 1em; margin-right: 1em; text-align: center;"><br /><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4AyJ1qXRA-YSn1-DPIHbxxlcE8S8rdYl2iNxPpMb-FB_M7VxVxSheXS_nGxMgVE8i2eG1wwOoHRqozamdyidbu0HXbZojPR8wm0YSrYO_ltBebHAIdo41DU82yS502r2xpzNXbleAQmU/s200/install-macos-sierra.jpg" width="200" /></a></div></div></div></blockquote></blockquote></blockquote></blockquote></blockquote></blockquote><div dir="ltr" style="text-align: left;" trbidi="on"><div dir="ltr" trbidi="on"><div><br /><b><u><i>Prerequisite</i></u></b><br /><br />MySQL 5.6.22 is already installed.<br /><a href="https://luckymrwang.github.io/2018/03/14/Install-hive-on-Mac-with-Homebrew/#Versions-2018-03-14"></a>Versions (2018/03/14)<br />Hadoop 3.0.0 (Since my earlier installed version of Hadoop was 2.7 , I upgraded it to 3.0.0 using brew)<br /><br /></div><div><h2 style="text-align: left;">Hive 2.3.1</h2><a href="https://luckymrwang.github.io/2018/03/14/Install-hive-on-Mac-with-Homebrew/#Install-Hive-and-Hadoop"></a>Upgrade Hadoop & Install Hive</div><div><figure class="highlight plain" style="background: rgb(45, 45, 45); border-radius: 0.35em; color: #cccccc; font-family: "Helvetica Neue", Helvetica, "Microsoft YaHei", "WenQuanYi Micro Hei", Arial, sans-serif; font-size: 0.9em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><table style="border-collapse: collapse; border-spacing: 0px; border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ brew update</span></pre><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ brew upgrade hadoop</span></pre><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ brew install hive</span></pre></td></tr></tbody></table></figure><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;">Configure environment variables<table style="background-color: #2d2d2d; border-collapse: collapse; border-spacing: 0px; border: 0px; color: #cccccc; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"># ~/.bashrc</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">export HADOOP_HOME=/usr/local/Cellar/hadoop/3.3.0/libexec</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">export HIVE_HOME=/usr/local/Cellar/hive/2.7.1/libexec</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td></tr></tbody></table></figure><h3 id="Download-JDBC" style="-webkit-font-smoothing: antialiased; background-color: #fafafa; border: 0px; color: #333333; font-family: "Helvetica Neue", Helvetica, "Microsoft YaHei", "WenQuanYi Micro Hei", Arial, sans-serif; font-size: 22.4px; font-weight: inherit; line-height: 1em; margin-block-end: 0px; margin-block-start: 0px; margin: 1.3em 0px 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><a class="headerlink" href="https://luckymrwang.github.io/2018/03/14/Install-hive-on-Mac-with-Homebrew/#Download-JDBC" style="border: 0px; color: #2ca6cb; font-family: inherit; font-size: 22.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; text-decoration-line: none; vertical-align: baseline;" title="Download JDBC"></a></h3><h3><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px; text-align: left;">Install MySQL & Download JDBC</figure></h3><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><figure class="highlight plain" style="background: rgb(45, 45, 45); border-radius: 0.35em; color: #cccccc; font-family: "Helvetica Neue", Helvetica, "Microsoft YaHei", "WenQuanYi Micro Hei", Arial, sans-serif; font-size: 0.9em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><table style="border-collapse: collapse; border-spacing: 0px; border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ brew install mysql<br /></span></pre></td></tr></tbody></table></figure></figure><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;">To start the MySql Server:</figure><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">We've installed your MySQL database without a root password. To secure it run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql_secure_installation</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">MySQL is configured to only allow connections from localhost by default</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To connect run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql -uroot</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To have launchd start mysql now and restart at login:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>brew services start mysql</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Or, if you don't want/need a background service you can just run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql.server start</span></p></figure><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;">Go to mysql page and download the latest jdbc (sign up is required)</figure><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><a href="http://dev.mysql.com/downloads/connector/j/">http://dev.mysql.com/downloads/connector/j/</a><table style="background-color: #2d2d2d; border-collapse: collapse; border-spacing: 0px; border: 0px; color: #cccccc; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ tar zxvf mysql-connector-java-5.1.35.tar.gz</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ sudo cp mysql-connector-java-5.1.35/mysql-connector-java-5.1.35-bin.jar /usr/local/Cellar/hive/2.7.1/libexec/lib/</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td></tr></tbody></table></figure><h3 id="Setup-MySQL-database" style="-webkit-font-smoothing: antialiased; background-color: #fafafa; border: 0px; color: #333333; font-family: "Helvetica Neue", Helvetica, "Microsoft YaHei", "WenQuanYi Micro Hei", Arial, sans-serif; font-size: 22.4px; font-weight: inherit; line-height: 1em; margin-block-end: 0px; margin-block-start: 0px; margin: 1.3em 0px 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><a class="headerlink" href="https://luckymrwang.github.io/2018/03/14/Install-hive-on-Mac-with-Homebrew/#Setup-MySQL-database" style="border: 0px; color: #2ca6cb; font-family: inherit; font-size: 22.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; text-decoration-line: none; vertical-align: baseline;" title="Setup MySQL database"></a></h3><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><br />Setup MySQL database<table style="background-color: #2d2d2d; border-collapse: collapse; border-spacing: 0px; border: 0px; color: #cccccc; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ mysql</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">mysql> CREATE DATABASE metastore;</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">mysql> USE metastore;</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">mysql> CREATE USER 'hiveuser'@'localhost' IDENTIFIED BY 'password';</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">mysql> GRANT SELECT,INSERT,UPDATE,DELETE,ALTER,CREATE ON metastore.* TO 'hiveuser'@'localhost';</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td></tr></tbody></table></figure><h3 id="Copy-hive-default-xml-to-hive-site-xml" style="-webkit-font-smoothing: antialiased; background-color: #fafafa; border: 0px; color: #333333; font-family: "Helvetica Neue", Helvetica, "Microsoft YaHei", "WenQuanYi Micro Hei", Arial, sans-serif; font-size: 22.4px; font-weight: inherit; line-height: 1em; margin-block-end: 0px; margin-block-start: 0px; margin: 1.3em 0px 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><a class="headerlink" href="https://luckymrwang.github.io/2018/03/14/Install-hive-on-Mac-with-Homebrew/#Copy-hive-default-xml-to-hive-site-xml" style="border: 0px; color: #2ca6cb; font-family: inherit; font-size: 22.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; text-decoration-line: none; vertical-align: baseline;" title="Copy hive-default-xml to hive-site.xml"></a></h3><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><br />Copy hive-default-xml to hive-site.xml<table style="background-color: #2d2d2d; border-collapse: collapse; border-spacing: 0px; border: 0px; color: #cccccc; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ cd /usr/local/Cellar/hive/2.7.1/libexec/conf</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ cp hive-default.xml.template hive-site.xml</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td></tr></tbody></table></figure><h3 id="Edit-following-lines-in-hive-site-xml" style="-webkit-font-smoothing: antialiased; background-color: #fafafa; border: 0px; color: #333333; font-family: "Helvetica Neue", Helvetica, "Microsoft YaHei", "WenQuanYi Micro Hei", Arial, sans-serif; font-size: 22.4px; font-weight: inherit; line-height: 1em; margin-block-end: 0px; margin-block-start: 0px; margin: 1.3em 0px 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><a class="headerlink" href="https://luckymrwang.github.io/2018/03/14/Install-hive-on-Mac-with-Homebrew/#Edit-following-lines-in-hive-site-xml" style="border: 0px; color: #2ca6cb; font-family: inherit; font-size: 22.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; text-decoration-line: none; vertical-align: baseline;" title="Edit following lines in hive-site.xml"></a></h3><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><br />Edit following lines in hive-site.xml<table style="background-color: #2d2d2d; border-collapse: collapse; border-spacing: 0px; border: 0px; color: #cccccc; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>javax.jdo.option.ConnectionURL</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>jdbc:mysql://localhost/metastore</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>javax.jdo.option.ConnectionDriverName</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>com.mysql.jdbc.Driver</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>javax.jdo.option.ConnectionUserName</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>hiveuser</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>javax.jdo.option.ConnectionPassword</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>password</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>datanucleus.fixedDatastore</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>false</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>hive.exec.local.scratchdir</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>/tmp/hive</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <description>Local scratch space for Hive jobs</description></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>hive.downloaded.resources.dir</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>/tmp/hive</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <description>Temporary local directory for added resources in the remote file system.</description></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <name>hive.querylog.location</name></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <value>/tmp/hive</value></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"> <description>Location of Hive run time structured log file</description></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></property></span><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td></tr></tbody></table></figure><h3 id="Run-hive" style="-webkit-font-smoothing: antialiased; background-color: #fafafa; border: 0px; color: #333333; font-family: "Helvetica Neue", Helvetica, "Microsoft YaHei", "WenQuanYi Micro Hei", Arial, sans-serif; font-size: 22.4px; font-weight: inherit; line-height: 1em; margin-block-end: 0px; margin-block-start: 0px; margin: 1.3em 0px 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><a class="headerlink" href="https://luckymrwang.github.io/2018/03/14/Install-hive-on-Mac-with-Homebrew/#Run-hive" style="border: 0px; color: #2ca6cb; font-family: inherit; font-size: 22.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; text-decoration-line: none; vertical-align: baseline;" title="Run hive"></a></h3><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><br />Run hive<table style="background-color: #2d2d2d; border-collapse: collapse; border-spacing: 0px; border: 0px; color: #cccccc; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: middle; width: auto;"><tbody style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><tr style="border: 0px; font-family: inherit; font-size: 14.4px; font-style: inherit; font-weight: inherit; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td class="gutter" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #666666; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px 1.5em 0px 0px; text-align: right; vertical-align: baseline;"><br style="margin-block-end: 0px; margin-block-start: 0px;" /><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td><td class="code" style="border: none; font-family: inherit; font-size: 14.4px; font-style: inherit; line-height: 1.3em; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: middle;"><pre style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; border: none; color: #cccccc; font-family: Monaco, Menlo, Consolas, "Courier New", monospace; font-size: 0.9em; font-style: inherit; font-weight: inherit; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-top: 0px; outline: 0px; overflow-wrap: break-word; padding: 0px; vertical-align: baseline;"><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">$ hive</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /><span class="line" style="border: 0px; font-family: inherit; font-size: 12.96px; font-style: inherit; font-weight: inherit; height: 20px; margin-block-end: 0px; margin-block-start: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">hive > show tables;</span><br style="margin-block-end: 0px; margin-block-start: 0px;" /></pre></td></tr></tbody></table><br /></figure><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><br /></figure><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><h1 class="heading-43" style="background-color: white; box-sizing: border-box; color: #333333; font-family: Nunito, sans-serif; font-size: 36px; line-height: 40px; margin: 20px 0px 10px;">Install Apache HBase on Mac</h1></figure></div></div></div><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhcoWYZ-0xSAcorGlSDJ-G-_J3y_irEZJBK6_FsfrMhHUOeHsobbYBe00SJqVw2d7FUqmjR6Arg40NflwJL9HQ6VMYB7-fYl1EhnDsegt6O78ksRrtHNpRaMTL63HNXeBji5y0CtZADG8o/s470/hbase_logo_with_orca_large.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="120" data-original-width="470" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhcoWYZ-0xSAcorGlSDJ-G-_J3y_irEZJBK6_FsfrMhHUOeHsobbYBe00SJqVw2d7FUqmjR6Arg40NflwJL9HQ6VMYB7-fYl1EhnDsegt6O78ksRrtHNpRaMTL63HNXeBji5y0CtZADG8o/s320/hbase_logo_with_orca_large.png" width="320" /></a></div><p></p><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><div dir="ltr" style="text-align: left;" trbidi="on"><div dir="ltr" trbidi="on"><div><figure class="highlight plain" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; border-radius: 0.35em; line-height: 1.5; margin-block-end: 0px; margin-block-start: 0px; margin: 0.5em 0px; overflow-wrap: break-word; overflow: auto; padding: 0.5em 15.5156px;"><div style="text-align: left;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4AyJ1qXRA-YSn1-DPIHbxxlcE8S8rdYl2iNxPpMb-FB_M7VxVxSheXS_nGxMgVE8i2eG1wwOoHRqozamdyidbu0HXbZojPR8wm0YSrYO_ltBebHAIdo41DU82yS502r2xpzNXbleAQmU/s1600/install-macos-sierra.jpg" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4AyJ1qXRA-YSn1-DPIHbxxlcE8S8rdYl2iNxPpMb-FB_M7VxVxSheXS_nGxMgVE8i2eG1wwOoHRqozamdyidbu0HXbZojPR8wm0YSrYO_ltBebHAIdo41DU82yS502r2xpzNXbleAQmU/s200/install-macos-sierra.jpg" width="200" /></a></div></figure></div></div></div></blockquote></blockquote></blockquote></blockquote></blockquote><p> <b><u><i>Prerequisite</i></u></b></p><div>Zookeeper: <span style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-variant-ligatures: no-common-ligatures;">brew install zookeeper</span></div><div><span style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-variant-ligatures: no-common-ligatures;"><br /></span></div><div><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To have launchd start zookeeper now and restart at login:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>brew services start zookeeper</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Or, if you don't want/need a background service you can just run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>zkServer start</span></p></div><p><b><u><i>Install Hbase</i></u></b></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brew install hbase</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Updating Homebrew...</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/lzo-2.10.catalina.bottle.tar.gz</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/openjdk%4011-11.0.9.catalina.bottle.tar.gz</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Downloading from https://d29vzk4ow07wi7.cloudfront.net/c640eade77c3ad69fef4d66872bbccc2e8782fcd5beee84ecb6c5b7dbb28081b?response-content-disposition=attachment%3Bfilename%3D%22openjdk%4011-11.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Downloading https://homebrew.bintray.com/bottles/hbase-2.3.2.catalina.bottle.tar.gz</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Downloading from https://d29vzk4ow07wi7.cloudfront.net/b18c993c5f4bffe90725bec08d91869878ade5c407d51d93567fbbbd5a1754da?response-content-disposition=attachment%3Bfilename%3D%22hbase-2.3.2.cata</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Installing dependencies for hbase: </span><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">lzo</span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> and </span><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">openjdk@11</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Installing hbase dependency: </span><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">lzo</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Pouring lzo-2.10.catalina.bottle.tar.gz</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/lzo/2.10: 31 files, 546.7KB</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Installing hbase dependency: </span><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">openjdk@11</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Pouring openjdk@11-11.0.9.catalina.bottle.tar.gz</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Caveats</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For the system Java wrappers to find this JDK, symlink it with</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>sudo ln -sfn /usr/local/opt/openjdk@11/libexec/openjdk.jdk /Library/Java/JavaVirtualMachines/openjdk-11.jdk</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">openjdk@11 is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because this is an alternate version of another formula.</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">If you need to have openjdk@11 first in your PATH run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>echo 'export PATH="/usr/local/opt/openjdk@11/bin:$PATH"' >> ~/.zshrc</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find openjdk@11 you may need to set:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/openjdk@11/include"</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Summary</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/openjdk@11/11.0.9: 653 files, 297.2MB</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Installing </span><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">hbase</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Pouring hbase-2.3.2.catalina.bottle.tar.gz</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Caveats</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To have launchd start hbase now and restart at login:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>brew services start hbase</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Or, if you don't want/need a background service you can just run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/opt/hbase/bin/start-hbase.sh</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Summary</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/hbase/2.3.2: 499 files, 280.5MB</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s4" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Caveats</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">openjdk@11</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For the system Java wrappers to find this JDK, symlink it with</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>sudo ln -sfn /usr/local/opt/openjdk@11/libexec/openjdk.jdk /Library/Java/JavaVirtualMachines/openjdk-11.jdk</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">openjdk@11 is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because this is an alternate version of another formula.</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">If you need to have openjdk@11 first in your PATH run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>echo 'export PATH="/usr/local/opt/openjdk@11/bin:$PATH"' >> ~/.zshrc</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find openjdk@11 you may need to set:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/openjdk@11/include"</span></p><p class="p3" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 14px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">hbase</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To have launchd start hbase now and restart at login:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>brew services start hbase</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Or, if you don't want/need a background service you can just run:</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/opt/hbase/bin/start-hbase.sh</span></p><p><b><u><i>Starting Hbase</i></u></b></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>brew services start hbase</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Tapping homebrew/services</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Cloning into '/usr/local/Homebrew/Library/Taps/homebrew/homebrew-services'...</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">remote: Enumerating objects: 46, done.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">remote: Counting objects: 100% (46/46), done.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">remote: Compressing objects: 100% (46/46), done.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">remote: Total 958 (delta 22), reused 9 (delta 0), pack-reused 912</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Receiving objects: 100% (958/958), 270.77 KiB | 997.00 KiB/s, done.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Resolving deltas: 100% (396/396), done.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Tapped 1 command (40 files, 352.8KB).</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Successfully started `hbase` (label: homebrew.mxcl.hbase)</span></p><p><b><u><i>Validating Install</i></u></b></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">hbase shell</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">OpenJDK 64-Bit Server VM warning: Option UseConcMarkSweepGC was deprecated in version 9.0 and will likely be removed in a future release.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">SLF4J: Class path contains multiple SLF4J bindings.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">SLF4J: Found binding in [jar:file:/usr/local/Cellar/hadoop/3.3.0/libexec/share/hadoop/common/lib/slf4j-log4j12-1.7.25.jar!/org/slf4j/impl/StaticLoggerBinder.class]</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">SLF4J: Found binding in [jar:file:/usr/local/Cellar/hbase/2.3.2/libexec/lib/client-facing-thirdparty/slf4j-log4j12-1.7.30.jar!/org/slf4j/impl/StaticLoggerBinder.class]</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">SLF4J: Actual binding is of type [org.slf4j.impl.Log4jLoggerFactory]</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">WARNING: An illegal reflective access operation has occurred</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">WARNING: Illegal reflective access by org.apache.hadoop.hbase.util.UnsafeAvailChecker (file:/usr/local/Cellar/hbase/2.3.2/libexec/lib/hbase-common-2.3.2.jar) to method java.nio.Bits.unaligned()</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">WARNING: Please consider reporting this to the maintainers of org.apache.hadoop.hbase.util.UnsafeAvailChecker</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">WARNING: Use --illegal-access=warn to enable warnings of further illegal reflective access operations</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">WARNING: All illegal access operations will be denied in a future release</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">2020-11-04 15:48:11,821 WARN<span class="Apple-converted-space"> </span>[main] util.NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">HBase Shell</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Use "help" to get list of supported commands.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Use "exit" to quit this interactive shell.</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For Reference, please visit: http://hbase.apache.org/2.0/book.html#shell</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Version 2.3.2, r8dc7de1c75ab615b8992b928150e8b476cb053e3, Sun Sep 20 13:28:26 UTC 2020</span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Took 0.0006 seconds<span class="Apple-converted-space"> </span></span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">hbase(main):001:0><span class="Apple-converted-space"> </span></span></p><p><b><u><i>Stopping Hbase</i></u></b></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brew services stop hbase<span class="Apple-converted-space"> </span></span></p><p class="p1" style="background-color: rgba(0, 0, 0, 0.85); color: #f2f2f2; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Stopping `hbase`... (might take a while)</span></p><p class="p2" style="background-color: rgba(0, 0, 0, 0.85); color: white; font-family: Monaco; font-size: 10px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s3" style="color: #f2f2f2; font-variant-ligatures: no-common-ligatures;"> </span><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Successfully stopped `hbase` (label: homebrew.mxcl.hbase)</span></p>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-71956369952479956542016-04-14T18:47:00.004+01:002020-11-18T01:29:04.689+00:00Selecting The Right Master Data Management Product<div dir="ltr" style="text-align: left;" trbidi="on">
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Kinshuk Dutta<br />
Lisboa, Portugal.</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-26681778928254469522013-08-16T07:55:00.014+01:002020-12-15T16:10:11.072+00:00Mastering the Right Data Management Solution<div dir="ltr" style="text-align: left;" trbidi="on">
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Choose- What's right for you... Not what you are lured with!!</h2>
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We are often confused by our needs. Sometimes we do not have options and have to trust what we get as the best and some other times we are showered with so many offers that we are not sure whether what we are choosing is actually what we want. Brand names, attractive features, extravagant style often blinds our judgment and we end up with a rather overpriced superficially complex, and high-maintenance seeking product.<br />
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<h2 style="text-align: left;">Typical MDM Project - Business Value realization</h2><div>The goal of any MDM implementation is to realize business value. The following diagram shows how a typical MDM solution is implemented.</div><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><br /></div><br /><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinr92vgZAOpF0hISllItbQkRpRA0dE3d4va3hkq8yXDJ-6IF2nGx-W71b-m9L267YORih7FZgQFY1NvFcBVBu3auMy5AVFiC3Sj_-DHh90HizNC21qnpqPjdFRmBDANNFY4REYdpolvts/s2048/Screen+Shot+2020-12-15+at+10.57.45+AM.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="1211" data-original-width="2048" height="401" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinr92vgZAOpF0hISllItbQkRpRA0dE3d4va3hkq8yXDJ-6IF2nGx-W71b-m9L267YORih7FZgQFY1NvFcBVBu3auMy5AVFiC3Sj_-DHh90HizNC21qnpqPjdFRmBDANNFY4REYdpolvts/w678-h401/Screen+Shot+2020-12-15+at+10.57.45+AM.png" width="678" /></a></div><br /><br /><div><br /></div>There are multiple challenges that need to be overcome in order to realize "Mastering the Right Data Management Solution".</div><div dir="ltr" trbidi="on"><br />
<h1 class="post-title entry-title" style="background-color: white; border: none; color: #111111; font-family: Verdana, Geneva, sans-serif; font-size: 18px; line-height: 24px; margin: 0px 0px 8px; outline: none; padding: 0px; text-align: -webkit-auto; text-rendering: optimizeLegibility; vertical-align: baseline;">First Challenge – Choosing the Right MDM Solution</h1>
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So how do we choose?</div>
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A very innocent question can result in endless nights of a brainstorming session. There is no 1-Fit-All Tool. First of all, we should understand that each enterprise has a unique way of operating. Although we can broadly categorize different types of industries they all in their own way are unique. And that's the beauty as well as the sole reason for their existence. This means that they cannot have the same exact problems to address. </div>
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On one hand, there are organizations who want to streamline the business operation to reduce fraudulent activities and hence keeps on introducing various norms and guidelines which an enterprise has to adhere to without any choice on the other hand there are some critical business-related and revenue-generating operations which will need specific governance and management rules. </div>
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Hence what you need is not a tool but a solution to your problem and an MDM Solution comprises of three main part:</div>
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1. The MDM Tool</div>
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2. The MDM Architecture</div>
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3. The expertise of the Consultants on board.</div>
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We are all about Data. So the first and foremost thing we need is an IT-Savvy Business leader who knows his data and is prepared to take ownership.</div>
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From an MDM practice point of view, an MDM consultant can guide you with the right architecture or the right practice but you being the business owner should be the ultimate person to make a decision whether or not that is what you want and hence we should follow the following points.</div>
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1. Should know your data and its value</div>
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2. Always have the big picture in Mind</div>
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3. Think Big but start small. Always remember that Rome wasn't built in a day.</div>
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4. Before you are blinded by the flashy terms like Multi-Domain, Big-Data, Dynamic-Hierarchy. You must think that do you even need them? Or are they going to generate any extra bucks for you? Or don't you already have an in-house solution that is already delivering the same?</div>
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5. How can you make the best use of the already existing resources and still get the most robust and trusty solution</div>
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<h1 class="post-title entry-title" style="background-color: white; border: none; color: #111111; font-family: Verdana, Geneva, sans-serif; font-size: 18px; line-height: 24px; margin: 0px 0px 8px; outline: none; padding: 0px; text-align: -webkit-auto; text-rendering: optimizeLegibility; vertical-align: baseline;">Second Challenge – Choosing the Right MDM Architecture</h1><div>It is of utmost critical to understand what type of data problem do you have if at all you do have one. It is important because when we speak Mastering the data and creating a "Golden" copy of Information or "The best version of Truth". However, you may put it but the fact is it's not a single team job. It's an amalgamation of multiple task forces. Hence Enterprise architectural integration is also very critical. But let's stick to the issue at hand. Which is MDM. So what type of MDM do we need. In order to know that we first need to understand what are the different implementation patterns available. </div><div><br /></div><div><ul style="text-align: left;"><li>Consolidation </li><li>Registry</li><li>Centralization</li><li>Co-existence</li></ul></div><div><b>Consolidation </b></div><p style="text-align: left;">When we are aware that there are silos of the same or similar data in the enterprise and we need to harmonize them to create a golden copy in-fact the aim is to identify the best version among all store information. And in order to do that we need to bring them all to a central location. Then de-dupe it and execute survivorship to generate the Golden record. At times the defined rules in the system are not enough and we will need some expert intervention to resolve duplicities or even to realize whether or not they are duplicates at all like identifying false positives and dealing with them.<br />Typically large enterprises that have adopted digitalization long back and have collected information using multiple sources like ERP, CRM, Web Apps, Websites, POS, etc... end up with this sort of problem. </p><p style="text-align: left;">So, if we need consolidation then the MDM solution should be capable of sophisticatedly handle complex matching scenarios and should give the developers the flexibility of choices to pick and select different matching algorithms and different matching techniques.</p><div><br /></div><div><b>Registry</b></div><div>Sometimes when they realize that they have data silos but they continue to manage and maintain it in silos because the business demand so. However, it is critical for them to understand the presence of the same information across organizations and also to understand what kind of information is available across which system they go for registry implementation. In this case, the MDM solution is responsible to maintain only a map or linkages of similar/same information stored in various systems which can be used for cross-reference purposes.</div><div><br /></div><div><b>Centralization</b></div><div>Typically newer organization starts with this type of implementation. It is the best-case scenario where the MDM solution is in-fact the authoring tool. Hence it is very critical to have a strong governance or business process management capability to master the data in a correct fashion. The MDM solution should have data validation and workflow capabilities to address this implementation strategy and they are responsible to provide the mastered golden record to all the respective applications in the organization.</div><div><br /></div><div><b>Co-existence</b></div><div>This is the reality in most of the MDM implementation projects. The aim always is to identify data silos and consolidate them. Once consolidated then use the MDM product also as the authoring tool and phase-wise decommissioning other authoring solutions. </div><p style="text-align: left;">So, start with the Consolidation pattern and aim for the Centralization pattern. However lucrative this approach seems to be. It is often not possible as there are specialize COTS or custom full-stack apps that address a very specific and business-critical requirement hence cannot be decommissioned hence co-existence is the only option. Where we not only consolidate information coming from other systems but also enrich them using MDM and then publish it to everyone else.</p><h1 class="post-title entry-title" style="border: none; line-height: 24px; margin: 0px 0px 8px; outline: none; padding: 0px; text-rendering: optimizeLegibility; vertical-align: baseline;"><span face="Verdana, Geneva, sans-serif" style="color: #111111; font-size: medium;"><span style="background-color: white;">Third Challenge – Building a Business case for MDM</span></span></h1>✓Reconciliation – Reducing the direct costs of bad data<br />✓Reporting – Ensuring accurate reports for high-quality decision making <br />✓Regulatory compliance – Maintaining the organization’s good standing with the authorities<br />✓Risk management - Avoiding business risks<div> </div><h2 style="text-align: left;"><b><span style="font-size: medium;">Reconciliation</span></b></h2>Reconciliation is the process of diagnosing and then repairing mismatches between an organization’s accounts/groups/datasets/systems/transactions. <br />Without an authoritative source of master and reference data, where do your users go to find the right codes? cost centers? product numbers? Or verify the definition of specific reference data elements? Do you trust the sources your enterprise systems are consuming from? </div><div>By not clearly defining a master source, systems and users run the risk of using incorrect or out of date information. All these creating reconciliation problems that need to be fixed later.<div><br /></div><b>People costs<br /></b>How much time do our employees spend on recon? What impact does this have on employee morale? <br /># Employees x Average Cost/Employee/Hour x Average Hours Spent† on Issues annually<br /><br /><b>Costs due to lack of centralization and ambiguity<br /></b>What’s the cost of independently maintaining master data? Is there value in simplification? What’s the value of a single authoritative source?<br /># of Systems x Average Time (hours)‡ Required to Update System x Average Cost/Hour to Update<br /><br /><br />†Employee time should include time to report issues; diagnose, research, and repair errors; and updates to avoid future issues.<br /><br />‡Other costs to include are the time required to make changes to the synchronization code (everywhere it exists) when there are system updates</div><div><br /></div><div><p style="direction: ltr; line-height: 12.800000190734863px; margin: 0pt 0in; text-indent: 0in; unicode-bidi: embed;"><span style="color: #434343; font-family: "Open Sans"; font-size: 14pt; font-variant-east-asian: normal; font-variant-ligatures: normal; font-variant-position: normal;"></span></p><h2><b><span style="font-size: medium;">Reporting</span></b></h2>Enterprise hierarchies, dimensions, and attributes are used to aggregate or subdivide the source system data presented in reports. When reporting across systems, the individual source system dimensions must be standardized (conformed). <br />Without MDM there is no enterprise source of reporting metadata (conformed dimensions and hierarchies). This means the reporting team prepares for reporting by manually conformation/mapping dimensions. Manual efforts add time to the reporting process and introduce errors and reduce flexibility.<br /><br /><br /><b>Costs associated with report preparation<br /></b>How long does it take to prepare the reporting metadata (master data, dimensions, and hierarchies/rollups)? Does anyone review (or approve) the prep? Is this work is duplicated throughout the organization?<br /># Reports x # Reports per Year x # Hours Spent on Prep† per Report x Weighted Average Cost per Hour <br /><br />Other questions<br />How are adjustments (reporting quality issues) managed? Do the same issues recur? Is root cause analysis performed on each issue?<br />oAre ad-hoc reports easy to create? Are there requirements to report on-demand? Should there be (i.e. For crisis management reasons)?<br />Does the business want more control (e.g. self-service hierarchy management)? timely/easier to create reports?<br /><br /><br />†Time spent on prep should include all the time ironing out the inconsistency in the dimensions. This might include creating/merging new codes, comparing/updating hierarchies, and building mappings (or crosswalks) between the different taxonomies used in the organization. Mismatching taxonomies are often found in global companies where each region and country may choose to use different product hierarchies.<h1 style="text-align: left;"><span face="Verdana, Geneva, sans-serif" style="background-color: white; color: #111111; text-align: -webkit-auto;"><span style="font-size: medium;"><br /></span></span></h1><h1 style="text-align: left;"><span face="Verdana, Geneva, sans-serif" style="background-color: white; color: #111111; text-align: -webkit-auto;"><span style="font-size: medium;"></span></span></h1><h2><b><span style="font-size: medium;">Regulatory Compliance</span></b></h2><br />Many organizations need to comply with the region, country, or industry-specific data governance, data quality, and data management regulations. Examples include European privacy rules, US Healthcare (HIPAA, HITECH), Global Banking (BCBS 239, and USA’s DFA).<br />MDM supports compliance by acting as a place to coordinate policies (governance), their scope (system metadata), implementation (data management), and measure and report on data quality. In addition to traditional data governance policies, some groups may include their privacy policies and their intersection with data domains and security classifications.<br />Without an integrated foundation, gaps are created between each element of the data governance and data management framework.<br /><br /><b>Compliance costs<br /></b>How will the regulator assess compliance? Are there benchmarks for compliance? How much flexibility do we have in terms of compliance?<br />What are the penalties for non-compliance or poor compliance? Are the penalties civil or criminal in nature? Can employees or executives be found personally culpable? <br />Does non-compliance create legal standing for customers/suppliers/partners to pursue legal action against us?<br /><br /><b>Costs due to a lack of integration with data governance<br /></b>How are our data governance policies created/maintained? Are these policies integrated with data management systems (can we track them)? How do we policy exceptions? Measure KPIs? <br /><br /></div><div>How are issues created? managed through to a resolution? </div><div><br /></div><div><span style="font-size: medium;"><b>Risk Management</b></span></div><br /><br />Master data are an important enterprise data asset because they represent the key elements of your business model: what, to whom, and how, and how to account for what you sell. <br />Without master data management low-quality data proliferates. <br />No MDM means few formal controls on the creation, update, and retirement of master data translates into a lack of review and accuracy checks on customer data, product information, and financial accounts. (Incidentally, this is, in and of itself, a form of operational risk).<br />Also, without MDM, there’s often confusion about which system has the authoritative master data. Confusion means some teams will choose the wrong source. And given that master data is shared, this poor quality data will continue to create more low-quality data as it is shared. <br /><br />Do we know of situations where poor quality master data affected our organization’s operations? What is the frequency of these problems? <br />Where were the issues: In-bound logistics? Operations? Distribution? Sales/marketing? Services?<br />Do we know what the root cause of the errors was? Were they tied to poor operational controls around the master data?<br />Did the organization suffer any reputational damage in the eyes of our customers, suppliers, distributors, or employees? <br />Did the failure create any financial issues for the firm? Did supplier terms change? Did customers demand deeper discounts? Did this change customer/supplier/employee retention?<br />How do our failure rates compare to our competitors? Industry benchmarks? If we improve beyond the benchmark, can it be used as a point of differentiation?<br /><br />Do we know if situations where poor quality master data has affected or organization's strategic planning/budgeting process? <div><h1 style="text-align: left;"><span face="Verdana, Geneva, sans-serif" style="background-color: white; color: #111111; text-align: -webkit-auto;"><span style="font-size: medium;"><br /></span></span></h1><h1 style="text-align: left;"><span face="Verdana, Geneva, sans-serif" style="background-color: white; color: #111111; text-align: -webkit-auto;"><span style="font-size: medium;">Fourth Challenge – Choosing the Right MDM Tool</span></span></h1></div><div dir="ltr" trbidi="on">We need to ensure that the following points are realized.</div><div dir="ltr" trbidi="on"><br /></div>✓MDM/RDM can help an organization avoid costs, reduce risks and create value<br />✓The 4-Rs (reconciliation, reporting, regulatory compliance … and risk management) are all areas to examine when building business cases<br />✓Not all value (or costs) are quantifiable—understanding qualitative value often just as important as quantifying cost savings.
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<h2 style="text-align: left;">
Selecting The Right Tool</h2>
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Modular MDM Solution Vs Unified MDM Solution </h4>
Master Data is the most important data for any enterprise. And as rightly defined in Wikipedia: In business, master data management (MDM) comprises the processes, governance, policies, standards, and tools that consistently define and manage the critical data of an organization to provide a single point of reference.<br />
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The concept of MDM has been in the industry for almost a decade now. I remember the initial days of MDM. It was all about Customer Data and Product data as two separate domains. There were two different originating points. Customer Data Integration (CDI) and Product Information Management (PIM) [That's what my older projects were known as]. Just like wine, with time the concept has matured and has been bettered in so many ways. People (read CTO/CFO/COO/Architects/Project Leads) started understanding the MDM ecosystem and the challenges that come along with it.<br />
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It didn't take forever to realize that just having a match & merge module or just having workflows for creating a golden record is not going to be enough. Hence the modern-day MDM tools started evolving themselves and started addressing each and every aspect of MDM.<br />
Like.<br /><ul style="text-align: left;"><li>
Data consolidation via match & merge.</li><li>
Granular survivorship capability.</li><li>
Excellent UX for stewardship</li><li>
Data governance via workflows and identity management.</li><li>
Data security at various levels. Data lineage.</li><li>
Hierarchical representation of data.</li><li>The capability of customizing UI for rich UX.</li><li>
Data distribution patterns using data objects, web services, REST, SQL. Batch etc.</li><li>
Reporting capabilities</li><li>
Integration capabilities with legacy and modern systems</li><li>
Cloud-based</li><li>
Scalability and high availability.</li></ul>
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The MDM product companies aka product vendors now have this vision. Thanks to either visionary in their team or thanks to the analyst firms who score them based on completeness. The question was how to be the most complete tool. How to have all the checkboxes ticked in order to be the most sought after "Enterprise Master Data Solution".<br />
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The race started a few years back and the goal was clear. There was no rule but the message was loud and clear "If you can't evolve you got to lose". Darwin's survival of fittest has now found a new meaning. By this time there were two major groups of MDM product vendors. "The Pioneers" and "The Challengers". In the era of PIM and CDI, pioneers were also the leaders. But the new wave of finding mature, complete, and smart MDM tools for the enterprise has erased the demarcation between the Pioneers and challengers and made the market more competitive. Two types of players emerged out of this competition. One who has the money to acquire or merge in order to overcome its deficiencies. And the other kind who has the intelligence and skill to develop and equip itself with features they used to think was not required.<br />
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It is a win-win situation for the consumers or the business enterprise. All they need to decide is whom do they want.<br />
Do they want:<br />
a) Companies that provide complete Enterprise package and have dedicated experts or SMEs for each module.<br />
b) Companies that provide unified solution and have dedicated experts or SME's for the single solution.<br />
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The game is quite simple now. If you want to lure the client you should be able to impress the techies or the business users using the tool. The game is now being played in the conference room pilot and not in the golf ground. There are some soft corner and legacy driven decision that still takes place but in the long run, those decisions seldom give up under pressure and expectation.</div>
<div>
<br /></div><div><div>In order to select the right product, there are two broad criteria.</div><div><ol><li>Based on Domain</li><li>Based on the Implementation Pattern</li></ol><h4 style="text-align: left;">Based on Domain </h4><div>We need to select a product/solution which can seamlessly handle multiple domains either business or technical. </div><div><br /></div><div>Business domains are like - </div><div><ul style="text-align: left;"><li>Customer</li><li>Vendor</li><li>Asset</li><li>Product</li><li>Location</li><li>Pricing etc.</li></ul></div><div>Technical domains are like - </div><div><ul style="text-align: left;"><li>Master Data</li><li>Meta Data</li><li>Reference Data</li><li>Transactional Data</li></ul></div><div>We need to pick a tool that must address multi-domain and not multiple domains. You don't want your IT team to undergo the painful process of implementing separate MDM for each domain. </div></div></div><div><br /></div><div>I have mentioned the same in one of my previous blogs which I published last year (2012) as to why <a href="https://www.prodigalpundit.com/2012/02/why-multi-domain-mdm-has-become-talk-of.html">Multi-Domain MDM</a> is so important.</div><div><br /></div><h4 style="text-align: left;">
Based on the Implementation Pattern</h4><div>As explained in the architectural section above. We must identify a solution that should support all or at least almost all types.</div><div><br /></div><div>So, keep an eye on a solution that supports a multi-domain and multi-implementation strategy.</div><div><br /></div><div dir="ltr" trbidi="on"><div><h1><span face="Verdana, Geneva, sans-serif" style="background-color: white; color: #111111; text-align: -webkit-auto;"><span style="font-size: medium;">Fifth/Final Challenge – Implementation</span></span></h1></div><br /><br />While implementing an MDM Solution we need to focus on the fact that it should lay a strong foundation for operational excellence by implementing an agile and competitive solution that will ensure that you have quality access to master reference and master data domains.<br /><br /><ul style="text-align: left;"><li>Establish master data priorities as part of the larger data and technology strategy</li><li>Embraced the master data standards throughout the organization</li><li>Enabling governance by mandating a stewardship process for maintaining master and reference data using workflows.</li><li>Implement the change process consistently across the enterprise</li><li>Establish roles and responsibilities using data integrity.</li></ul><div><span face="Verdana, Geneva, sans-serif" style="background-color: white; color: #111111; text-align: -webkit-auto;"><span style="font-size: medium;"><br /></span></span></div></div><div dir="ltr" trbidi="on"><br /></div>
Kinshuk Dutta<br />
Kolkata</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-36792033220321196212013-04-10T18:22:00.003+01:002020-11-18T01:28:37.114+00:00String Matching - What's the Right Match<div dir="ltr" style="text-align: left;" trbidi="on">
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<div class="MsoNormal" style="text-align: left;">
<span style="font-family: inherit;">We
are mere human beings and when we want to find the right match we have so many
tools at our disposal and that too without even our knowledge. That’s God's
power of matching algorithm, you know you are using it but you don't realize
its complexity because you are so much overwhelmed by its simplicity.
</span></div>
<div class="MsoNormal" style="text-align: left;">
<span style="font-family: inherit;"><br /></span></div>
<div class="MsoNormal" style="text-align: left;">
<span style="font-family: inherit;">Matching
engines are not unknown any more. In computing world when we talk about match
and merge we try to quantify and qualify information under groups.
Information’s no longer remains information they are data and there are
attributes/nature of those data that we try manipulate, compute and calculate.
From
1918 till this date, ever since Soundex was patented there are series of
algorithms that mathematicians and computing engineers have tried creating but
the very base remained same. In order to compute the likeness of a word we need
to compute it mainly in two forms </span></div>
<div class="MsoNormal" style="text-align: left;">
<span style="font-family: inherit;">1. Exact, which is very much like stripping
the word into ASCI or binary and comparing them. </span></div>
<div class="MsoNormal" style="text-align: left;">
<span style="font-family: inherit;">2. Fuzzy/Phonetic/Similar,
which is to create codes out of its pronunciation to match, which is indeed
complex but very matured. </span></div>
<div class="MsoNormal" style="text-align: left;">
<span style="font-family: inherit;"><br /></span></div>
<div class="MsoNormal">
<div style="text-align: left;">
<span style="font-family: inherit;">Now lets take it to a level above, what happens when
we match sentence to sentence? You cannot break every word in a sentence to
compare. Obviously for group of words the algorithm differs but so far we have
the knowledge of tools matching names, and matching addresses. What if we have
to compute a mechanism to match phrases? Well! The complexity is rising in many
fold and so is the awes of the fact that when we use God's match rules we can
apply that to any thing and any form and most of the time without even thinking
that we are doing it. We can apply it to names, to places, to people and their
types, to smells to colors even to relations.
Next time if you ever think,
"What's the Right Match?' try thinking how are you deriving that it is the
right match.. most of the time the answer will be it's that guy whom we all
know as the inner self.
<o:p></o:p></span></div>
<div style="text-align: left;">
<span style="font-family: inherit;"><br /></span></div>
<div style="text-align: left;">
<span style="font-family: inherit;">All boils down to the simplest form of matching that we can programmatically obtain and is often known as String Matching.</span></div>
<div style="text-align: left;">
<span style="font-family: inherit;"><br /></span></div>
<div style="text-align: left;">
<span style="font-family: inherit;">String Matching involves two major type of algorithms:</span></div>
<div style="text-align: left;">
<span style="font-family: inherit;">1. String Matching Algorithms a.k.a String Searching Algorithms</span></div>
<div style="text-align: left;">
<span style="font-family: inherit;">In order to match a string you will have to identify the string. Pick it and try searching for that string in a given set of strings. </span></div>
<div style="text-align: left;">
</div>
<h2 style="background-image: none; border-bottom-color: rgb(162, 169, 177); border-bottom-style: solid; border-bottom-width: 1px; font-weight: normal; line-height: 1.3; margin: 1em 0px 0.25em; overflow: hidden; padding: 0px;">
<span style="font-family: inherit; font-size: small;"><span class="mw-headline" id="Kinds_of_searching"></span></span></h2>
<span style="font-family: inherit;">Kind of String Searching:</span><br />
<span style="font-family: inherit;">A common string searching method is to select the candidate to match or search across. This will narrow down the list and also the expense to perform the search.</span><br />
<h2 style="background-image: none; border-bottom-color: rgb(162, 169, 177); border-bottom-style: solid; border-bottom-width: 1px; font-weight: normal; line-height: 1.3; margin: 1em 0px 0.25em; overflow: hidden; padding: 0px; text-align: left;">
<span style="font-family: inherit; font-size: small;"><span class="mw-headline" id="Kinds_of_searching"></span></span></h2>
<div style="text-align: left;">
<div style="caret-color: rgb(34, 34, 34); color: #222222; line-height: inherit; margin-bottom: 0.5em; margin-top: 0.5em;">
<span style="font-family: inherit;">Another common example involves "normalization". For many purposes, a search for a phrase such as "to be" should succeed even in places where there is something else intervening between the "to" and the "be":</span></div>
<ul style="caret-color: rgb(34, 34, 34); color: #222222; list-style-image: url("data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%225%22 height=%2213%22%3E %3Ccircle cx=%222.5%22 cy=%229.5%22 r=%222.5%22 fill=%22%2300528c%22/%3E %3C/svg%3E"); margin: 0.3em 0px 0px 1.6em; padding: 0px;">
<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">More than one space</span></li>
</ul>
<ul style="caret-color: rgb(34, 34, 34); color: #222222; list-style-image: url("data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%225%22 height=%2213%22%3E %3Ccircle cx=%222.5%22 cy=%229.5%22 r=%222.5%22 fill=%22%2300528c%22/%3E %3C/svg%3E"); margin: 0.3em 0px 0px 1.6em; padding: 0px;">
<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">Other "whitespace" characters such as tabs, non-breaking spaces, line-breaks, etc.</span></li>
</ul>
<ul style="caret-color: rgb(34, 34, 34); color: #222222; list-style-image: url("data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%225%22 height=%2213%22%3E %3Ccircle cx=%222.5%22 cy=%229.5%22 r=%222.5%22 fill=%22%2300528c%22/%3E %3C/svg%3E"); margin: 0.3em 0px 0px 1.6em; padding: 0px;">
<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">Less commonly, a hyphen or soft hyphen</span></li>
</ul>
<ul style="caret-color: rgb(34, 34, 34); color: #222222; list-style-image: url("data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%225%22 height=%2213%22%3E %3Ccircle cx=%222.5%22 cy=%229.5%22 r=%222.5%22 fill=%22%2300528c%22/%3E %3C/svg%3E"); margin: 0.3em 0px 0px 1.6em; padding: 0px;">
<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">In structured texts, tags or even arbitrarily large but "parenthetical" things such as footnotes, list-numbers or other markers, embedded images, and so on.</span></li>
</ul>
<div style="caret-color: rgb(34, 34, 34); color: #222222; line-height: inherit; margin-bottom: 0.5em; margin-top: 0.5em;">
<span style="font-family: inherit;">Many symbol systems include characters that are synonymous (at least for some purposes):</span></div>
<ul style="caret-color: rgb(34, 34, 34); color: #222222; list-style-image: url("data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%225%22 height=%2213%22%3E %3Ccircle cx=%222.5%22 cy=%229.5%22 r=%222.5%22 fill=%22%2300528c%22/%3E %3C/svg%3E"); margin: 0.3em 0px 0px 1.6em; padding: 0px;">
<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">Latin-based alphabets distinguish lower-case from upper-case, but for many purposes string search is expected to ignore the distinction.</span></li>
</ul>
<ul style="caret-color: rgb(34, 34, 34); color: #222222; list-style-image: url("data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%225%22 height=%2213%22%3E %3Ccircle cx=%222.5%22 cy=%229.5%22 r=%222.5%22 fill=%22%2300528c%22/%3E %3C/svg%3E"); margin: 0.3em 0px 0px 1.6em; padding: 0px;">
<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">Many languages include ligatures, where one composite character is equivalent to two or more other characters.</span></li>
</ul>
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<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">Many writing systems involve diacritical marks such as accents or vowel points, which may vary in their usage, or be of varying importance in matching.</span></li>
</ul>
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<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">DNA sequences can involve non-coding segments which may be ignored for some purposes, or polymorphisms that lead to no change in the encoded proteins, which may not count as a true difference for some other purposes.</span></li>
</ul>
<ul style="caret-color: rgb(34, 34, 34); color: #222222; list-style-image: url("data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%225%22 height=%2213%22%3E %3Ccircle cx=%222.5%22 cy=%229.5%22 r=%222.5%22 fill=%22%2300528c%22/%3E %3C/svg%3E"); margin: 0.3em 0px 0px 1.6em; padding: 0px;">
<li style="margin-bottom: 0.1em;"><span style="font-family: inherit;">Some languages have rules where a different character or form of character must be used at the start, middle, or end of words.</span></li>
</ul>
<div style="caret-color: rgb(34, 34, 34); color: #222222; line-height: inherit; margin-bottom: 0.5em; margin-top: 0.5em;">
<span style="font-family: inherit;">Finally, for strings that represent natural language, aspects of the language itself become involved. For example, one might wish to find all occurrences of a "word" despite it having alternate spellings, prefixes or suffixes, etc.</span></div>
<div style="caret-color: rgb(34, 34, 34); color: #222222; line-height: inherit; margin-bottom: 0.5em; margin-top: 0.5em;">
<span style="font-family: inherit;">Another more complex type of search is regular expression searching, where the user constructs a pattern of characters or other symbols, and any match to the pattern should fulfill the search. </span></div>
</div>
<br />
<br />
and<br />
2. Approximate String Matching<br />
<br /></div>
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If you want to read more about it please visit:<br />
<a href="https://en.wikipedia.org/wiki/String-searching_algorithm#Kinds_of_searching" target="_blank">String searching algorithm</a><br />
or<br />
<a href="https://en.wikipedia.org/wiki/Approximate_string_matching" target="_blank">Approximate string matching</a><br />
<br />
<br />
Happy
Wednesday!<o:p></o:p></div>
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<div class="MsoNormal">
-
Kinshuk Dutta
<o:p></o:p></div>
<div class="MsoNormal">
New
York<o:p></o:p></div>
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<div class="MsoNormal">
<o:p></o:p></div>
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Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-63557246333027886972013-02-11T19:46:00.001+00:002020-11-18T01:28:21.897+00:00How Do I Mash Up the Web Applications?<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<h2 style="text-align: left;">
<span style="font-size: x-large;">Mashup Technology !!</span></h2>
<br />
Mashup technology is a commonly used term to define the environment wherein a portal or an application is built using data, presentation or functionality from more than one source. Its like a group of guys knowing each other very well and they all have something worthwhile where in a smarter guy comes in and say hey dude look I liked your this thingi and I would like to use this thus he manages to get all different stuffs from his pals and fulfill his own need.<br />
Now as in any kind of relationship Mashup do have its own pros and corns but then no relation ship can flourish without symbiotic harmony and so is true with Mashup. The main characteristics of the mashup are combination, visualization and aggregation. Mashup is important to make more useful already existing data, moreover for personal and professional use.<br />
As from the basic concept it is apparent that Mashup cant exist without being in network thus the bone marrow of such a technology is network and they all are mostly online applications.mashups are generally client applications or hosted online. Major mashup vendors have added support for hosted deployment based on Cloud computing solutions; that are Internet-based computing, whereby shared resources, software, and information are provided to computers and other devices on demand without compromising on security offcourse.<br />
Mashups have spurred the evolution of social software and Web 2.0. Mashups composition tools are so simple to use. Almost no programming skills are required, its like wiring of GUI widgets, services and components together by dragging wires between them.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiBbXl2oTOGfM-3xXI-KQc0K9hSCIgI5bCLIt7gbJveMHbJ6wiugPF8NkVFkzGlCS08sRwVEuaPaSPs2I08T_apwro0huaJctcPg7CHIYs6IJmoWPEU2sQkjwtjEk1nEUXRIaa_yuTEOiY/s1600/MashupEcosystem-1.gif" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><br /></a></div>
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiBbXl2oTOGfM-3xXI-KQc0K9hSCIgI5bCLIt7gbJveMHbJ6wiugPF8NkVFkzGlCS08sRwVEuaPaSPs2I08T_apwro0huaJctcPg7CHIYs6IJmoWPEU2sQkjwtjEk1nEUXRIaa_yuTEOiY/s1600/MashupEcosystem-1.gif" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-right: 1em; text-align: center;"><img border="0" height="282" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiBbXl2oTOGfM-3xXI-KQc0K9hSCIgI5bCLIt7gbJveMHbJ6wiugPF8NkVFkzGlCS08sRwVEuaPaSPs2I08T_apwro0huaJctcPg7CHIYs6IJmoWPEU2sQkjwtjEk1nEUXRIaa_yuTEOiY/s400/MashupEcosystem-1.gif" width="400" /></a><br />
<br />
<br />
Kinshuk Dutta<br />
Kolkata</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-30426816972693130812013-02-11T19:45:00.015+00:002020-12-20T22:52:34.453+00:00Python Basics<h1 style="text-align: left;">Python Basics (Python <strike>v3.2.5</strike>)</h1><div dir="ltr" style="text-align: left;" trbidi="on">This is my curation of some basic info on Python and an attempt to learn. Where we would like to learn, what is Python, how to install and use python and few tips and tricks.</div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><h2 style="text-align: left;">What is Python</h2><div dir="ltr" style="text-align: left;" trbidi="on">Python is an interpreted, high-level and general-purpose programming language. Python's design philosophy emphasizes code readability with its notable use of significant whitespace. <a href="https://en.wikipedia.org/wiki/Python_(programming_language)">Wikipedia</a></div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><a href="https://www.google.com/search?q=python+typing+discipline&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQ6BMoADAYegQINRAC">Typing discipline</a>: Duck, dynamic, gradual (since 3.5)<br /><a href="https://www.google.com/search?q=python+paradigm&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQ6BMoADAbegQINxAC">Paradigm</a>: Multi-paradigm: functional, <a href="https://www.google.com/search?q=imperative&stick=H4sIAAAAAAAAAONgVuLSz9U3ME4vNEqrWsTKlZlbkFqUWJJZlgoAU7KRQBsAAAA&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQmxMoATAbegQINxAD">imperative</a>, <a href="https://www.google.com/search?q=object-oriented&stick=H4sIAAAAAAAAAONgVuLQz9U3MC0oylrEyp-flJWaXKKbX5SZmleSmgIADPNOvh4AAAA&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQmxMoAjAbegQINxAE">object-oriented</a>, structured, <a href="https://www.google.com/search?q=reflective&stick=H4sIAAAAAAAAAONgVuLUz9U3MCwpNC9YxMpVlJqWk5pcklmWCgCNzkguGgAAAA&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQmxMoAzAbegQINxAF">reflective<br /></a><a href="https://www.google.com/search?q=python+designed+by&stick=H4sIAAAAAAAAAOPgE-LQz9U3MK0yjNcyyCi30k_Oz8lJTS7JzM_TLyjKTy9KzM3NzEuPz0nMSy9NTE8ttkpJLc5Mz0tNUUiqXMQqVFBZkpGfp4AkCABq6cFqUwAAAA&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQ6BMoADAcegQIOBAC">Designed by</a>: <a href="https://www.google.com/search?q=Guido+van+Rossum&stick=H4sIAAAAAAAAAOPgE-LQz9U3MK0yjFfiBLEMMwxMk7UMMsqt9JPzc3JSk0sy8_P0C4ry04sSc3Mz89LjcxLz0ksT01OLrVJSizPT81JTFJIqF7EKuJdmpuQrlCXmKQTlFxeX5u5gZQQAviYLF18AAAA&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQmxMoATAcegQIOBAD">Guido van Rossum<br /></a><a href="https://www.google.com/search?q=python+parent+company&stick=H4sIAAAAAAAAAOPgE-LQz9U3MK0yjNdSySi30k_Oz8lJTS7JzM_TTypKzEsptipILErNK1FIzs8tSMyrXMQqWlBZkpGfp4AqDgDsun9NSgAAAA&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQ6BMoADAdegQIIxAC">Parent company</a>: <a href="https://www.google.com/search?q=Python+Software+Foundation&stick=H4sIAAAAAAAAAOPgE-LQz9U3MK0yjFfiBLGMjXMMC7RUMsqt9JPzc3JSk0sy8_P0k4oS81KKrQoSi1LzShSS83MLEvMqF7FKBVSWZOTnKQTnp5WUA-UU3PJL81ISQVp2sDICAPscZiVdAAAA&sa=X&ved=2ahUKEwiA3LHtg9vtAhXCp1kKHYGeBQwQmxMoATAdegQIIxAD">Python Software Foundation</a> </blockquote>"Fortunately an experienced programmer in any programming language (whatever it may be) can pick up Python very quickly. It's also easy for beginners to use and learn"<div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><h2 style="text-align: left;">Installing Python on MAC</h2>Mac OS X comes with Python 2.7 out of the box.<br />These instructions document the installation of Python 3 at the time of writing this blog the latest version is 3.2.5 however I would keep it updated as per the latest so the version might differ.<div><br /></div><div><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">kinshukdutta@Kinshuks-MacBook-Pro-15 ~ % brew install python<span class="Apple-converted-space"> </span></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Updating Homebrew...</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles-portable-ruby/portable-ruby-2.6.3_2.yosemite.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">############################################################################################################################################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring portable-ruby-2.6.3_2.yosemite.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Auto-updated Homebrew!</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Updated 4 taps (homebrew/core, homebrew/cask, homebrew/services and adoptopenjdk/openjdk).</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>New Formulae</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aerc <span class="Apple-converted-space"> </span>cfn-format <span class="Apple-converted-space"> </span>easy-rsa <span class="Apple-converted-space"> </span>gosec<span class="Apple-converted-space"> </span>khiva<span class="Apple-converted-space"> </span>libtirpc <span class="Apple-converted-space"> </span>oakc <span class="Apple-converted-space"> </span>tendermint <span class="Apple-converted-space"> </span>vc <span class="Apple-converted-space"> </span>xkeyboardconfig</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aida-header<span class="Apple-converted-space"> </span>chars<span class="Apple-converted-space"> </span>evernote2md<span class="Apple-converted-space"> </span>gping<span class="Apple-converted-space"> </span>kube-linter<span class="Apple-converted-space"> </span>libvnc <span class="Apple-converted-space"> </span>overdrive<span class="Apple-converted-space"> </span>terracognita <span class="Apple-converted-space"> </span>wayland<span class="Apple-converted-space"> </span>xorgrgb</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">attr <span class="Apple-converted-space"> </span>checkov<span class="Apple-converted-space"> </span>f3d<span class="Apple-converted-space"> </span>gtk+4<span class="Apple-converted-space"> </span>kubecm <span class="Apple-converted-space"> </span>libxp<span class="Apple-converted-space"> </span>php@7.4<span class="Apple-converted-space"> </span>terraform@0.13 <span class="Apple-converted-space"> </span>wayland-protocols<span class="Apple-converted-space"> </span>xterm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aws-console<span class="Apple-converted-space"> </span>clash<span class="Apple-converted-space"> </span>flux <span class="Apple-converted-space"> </span>heppdt2<span class="Apple-converted-space"> </span>kubevela <span class="Apple-converted-space"> </span>linux-headers<span class="Apple-converted-space"> </span>regipy <span class="Apple-converted-space"> </span>thrax<span class="Apple-converted-space"> </span>xbitmaps <span class="Apple-converted-space"> </span>youtube-dlc</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aws-rotate-key <span class="Apple-converted-space"> </span>condure<span class="Apple-converted-space"> </span>giza <span class="Apple-converted-space"> </span>inframap <span class="Apple-converted-space"> </span>lab<span class="Apple-converted-space"> </span>lua@5.3<span class="Apple-converted-space"> </span>showkey<span class="Apple-converted-space"> </span>tm <span class="Apple-converted-space"> </span>xcb-util <span class="Apple-converted-space"> </span>youtubedr</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bpytop <span class="Apple-converted-space"> </span>docui<span class="Apple-converted-space"> </span>glab <span class="Apple-converted-space"> </span>jql<span class="Apple-converted-space"> </span>libbsd <span class="Apple-converted-space"> </span>magic_enum <span class="Apple-converted-space"> </span>spack<span class="Apple-converted-space"> </span>trec_eval<span class="Apple-converted-space"> </span>xcbeautify <span class="Apple-converted-space"> </span>zsh-async</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cairomm@1.14 <span class="Apple-converted-space"> </span>dog<span class="Apple-converted-space"> </span>glibmm@2.64<span class="Apple-converted-space"> </span>json5<span class="Apple-converted-space"> </span>libcap <span class="Apple-converted-space"> </span>mesa-glu <span class="Apple-converted-space"> </span>strace <span class="Apple-converted-space"> </span>utf8cpp<span class="Apple-converted-space"> </span>xcinfo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cargo-edit <span class="Apple-converted-space"> </span>duf<span class="Apple-converted-space"> </span>gopls<span class="Apple-converted-space"> </span>kcgi <span class="Apple-converted-space"> </span>librttopo<span class="Apple-converted-space"> </span>muffet <span class="Apple-converted-space"> </span>t-rec<span class="Apple-converted-space"> </span>v2ray<span class="Apple-converted-space"> </span>xinput</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Updated Formulae</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Updated 4696 formulae.</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Renamed Formulae</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">now-cli -> vercel-cli</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Deleted Formulae</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">confluent-platform <span class="Apple-converted-space"> </span>dtrx <span class="Apple-converted-space"> </span>ori<span class="Apple-converted-space"> </span>rmtrash<span class="Apple-converted-space"> </span>unp64<span class="Apple-converted-space"> </span>xspin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">curl-openssl <span class="Apple-converted-space"> </span>fmsx <span class="Apple-converted-space"> </span>pgplot <span class="Apple-converted-space"> </span>stlviewer<span class="Apple-converted-space"> </span>unrar</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>New Casks</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">7777 <span class="Apple-converted-space"> </span>gluemotion <span class="Apple-converted-space"> </span>pixelorama <span class="Apple-converted-space"> </span>tradingview</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">abyssoft-teleport<span class="Apple-converted-space"> </span>hot<span class="Apple-converted-space"> </span>pomatez<span class="Apple-converted-space"> </span>trojanx</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aleo-studio<span class="Apple-converted-space"> </span>iconset<span class="Apple-converted-space"> </span>privatus <span class="Apple-converted-space"> </span>twitterrific</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anka-build-cloud-controller-and-registry <span class="Apple-converted-space"> </span>jellybeansoup-netflix<span class="Apple-converted-space"> </span>pushplaylabs-sidekick<span class="Apple-converted-space"> </span>tyme</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">archi<span class="Apple-converted-space"> </span>locationsimulator<span class="Apple-converted-space"> </span>qit<span class="Apple-converted-space"> </span>unity-appletv-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aural<span class="Apple-converted-space"> </span>logicalshift-zoom<span class="Apple-converted-space"> </span>radicle-upstream <span class="Apple-converted-space"> </span>unity-linux-il2cpp-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avast-secure-browser <span class="Apple-converted-space"> </span>lunar-client <span class="Apple-converted-space"> </span>raze <span class="Apple-converted-space"> </span>unity-linux-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">berrycast<span class="Apple-converted-space"> </span>macdroid <span class="Apple-converted-space"> </span>reamp<span class="Apple-converted-space"> </span>unity-macos-il2cpp-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bigsur-cache-cleaner <span class="Apple-converted-space"> </span>macx-video <span class="Apple-converted-space"> </span>remote-wake-up <span class="Apple-converted-space"> </span>utm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blackhole-16ch <span class="Apple-converted-space"> </span>maczip <span class="Apple-converted-space"> </span>scrapp <span class="Apple-converted-space"> </span>videofusion</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blackhole-2ch<span class="Apple-converted-space"> </span>memory-clean-3 <span class="Apple-converted-space"> </span>shearwater-cloud <span class="Apple-converted-space"> </span>vidl</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bome-network <span class="Apple-converted-space"> </span>metaimage<span class="Apple-converted-space"> </span>snapmotion <span class="Apple-converted-space"> </span>waterfox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">canva<span class="Apple-converted-space"> </span>mmhmm<span class="Apple-converted-space"> </span>snipy<span class="Apple-converted-space"> </span>webex</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clocker<span class="Apple-converted-space"> </span>napari <span class="Apple-converted-space"> </span>spark-ar-studio<span class="Apple-converted-space"> </span>winx-hd-video-converter</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coin-wallet<span class="Apple-converted-space"> </span>nosql-workbench<span class="Apple-converted-space"> </span>spyder <span class="Apple-converted-space"> </span>wombat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coscreen <span class="Apple-converted-space"> </span>nota <span class="Apple-converted-space"> </span>starsector <span class="Apple-converted-space"> </span>wowup</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">curiosity<span class="Apple-converted-space"> </span>obs-websocket<span class="Apple-converted-space"> </span>stashcat <span class="Apple-converted-space"> </span>youtube-downloader</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">daedalus-catalyst<span class="Apple-converted-space"> </span>osculator<span class="Apple-converted-space"> </span>stems<span class="Apple-converted-space"> </span>yuna</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dockmate <span class="Apple-converted-space"> </span>output-factory <span class="Apple-converted-space"> </span>syncalicious <span class="Apple-converted-space"> </span>zeitgeist</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ev3-classroom<span class="Apple-converted-space"> </span>pdf-reader-pro <span class="Apple-converted-space"> </span>teamviewermeeting<span class="Apple-converted-space"> </span>zoom-outlook-plugin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">flrig<span class="Apple-converted-space"> </span>photosrevive <span class="Apple-converted-space"> </span>tetrio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">freesurfer <span class="Apple-converted-space"> </span>pictogram<span class="Apple-converted-space"> </span>tmnotifier</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Updated Casks</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><b>adoptopenjdk8 </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>✔</b></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>enzymex<span class="Apple-converted-space"> </span>mendeley-reference-manager <span class="Apple-converted-space"> </span>scrivener</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">0-ad <span class="Apple-converted-space"> </span>epic-games <span class="Apple-converted-space"> </span>menubar-stats<span class="Apple-converted-space"> </span>scroll-reverser</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">010-editor <span class="Apple-converted-space"> </span>epichrome<span class="Apple-converted-space"> </span>menumeters <span class="Apple-converted-space"> </span>scrutiny</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">115browser <span class="Apple-converted-space"> </span>epub-to-pdf<span class="Apple-converted-space"> </span>menutube <span class="Apple-converted-space"> </span>scummvm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">1password<span class="Apple-converted-space"> </span>eqmac<span class="Apple-converted-space"> </span>merlin-project <span class="Apple-converted-space"> </span>seadrive</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">1password-cli<span class="Apple-converted-space"> </span>eset-cyber-security-pro<span class="Apple-converted-space"> </span>meshcommander<span class="Apple-converted-space"> </span>seafile-client</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">4k-stogram <span class="Apple-converted-space"> </span>espresso <span class="Apple-converted-space"> </span>meshlab<span class="Apple-converted-space"> </span>seaglass</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">4k-video-downloader<span class="Apple-converted-space"> </span>eudic<span class="Apple-converted-space"> </span>messenger<span class="Apple-converted-space"> </span>seamonkey</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">4k-youtube-to-mp3<span class="Apple-converted-space"> </span>eudic-es <span class="Apple-converted-space"> </span>meta <span class="Apple-converted-space"> </span>second-life-viewer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">4peaks <span class="Apple-converted-space"> </span>eul<span class="Apple-converted-space"> </span>metabase <span class="Apple-converted-space"> </span>secretive</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">5kplayer <span class="Apple-converted-space"> </span>eurkey <span class="Apple-converted-space"> </span>metashapepro <span class="Apple-converted-space"> </span>securesafe</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">8x8-meet <span class="Apple-converted-space"> </span>eve-launcher <span class="Apple-converted-space"> </span>metasploit <span class="Apple-converted-space"> </span>securityspy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">a-better-finder-attributes <span class="Apple-converted-space"> </span>evernote <span class="Apple-converted-space"> </span>metaz<span class="Apple-converted-space"> </span>segger-embedded-studio-for-arm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">a-better-finder-rename <span class="Apple-converted-space"> </span>everweb<span class="Apple-converted-space"> </span>meteorologist<span class="Apple-converted-space"> </span>sejda-pdf</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ableton-live <span class="Apple-converted-space"> </span>evolve-ip-uc-one <span class="Apple-converted-space"> </span>mgba <span class="Apple-converted-space"> </span>semulov</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ableton-live-intro <span class="Apple-converted-space"> </span>evom <span class="Apple-converted-space"> </span>mi <span class="Apple-converted-space"> </span>send-anywhere</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ableton-live-lite<span class="Apple-converted-space"> </span>exactscan<span class="Apple-converted-space"> </span>mia-for-gmail<span class="Apple-converted-space"> </span>send-to-kindle</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ableton-live-standard<span class="Apple-converted-space"> </span>exfalso<span class="Apple-converted-space"> </span>mic-drop <span class="Apple-converted-space"> </span>sensei</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ableton-live-suite <span class="Apple-converted-space"> </span>exifcleaner<span class="Apple-converted-space"> </span>microblog<span class="Apple-converted-space"> </span>sensiblesidebuttons</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">abricotine <span class="Apple-converted-space"> </span>exifrenamer<span class="Apple-converted-space"> </span>microsoft-auto-update<span class="Apple-converted-space"> </span>sentinel</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">abscissa <span class="Apple-converted-space"> </span>exist-db <span class="Apple-converted-space"> </span>microsoft-azure-storage-explorer <span class="Apple-converted-space"> </span>sequel-ace</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">abstract <span class="Apple-converted-space"> </span>exodus <span class="Apple-converted-space"> </span>microsoft-edge <span class="Apple-converted-space"> </span>sequel-pro</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">accessmenubarapps<span class="Apple-converted-space"> </span>expo-xde <span class="Apple-converted-space"> </span>microsoft-excel<span class="Apple-converted-space"> </span>serial</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">accurics <span class="Apple-converted-space"> </span>expressscribe<span class="Apple-converted-space"> </span>microsoft-office <span class="Apple-converted-space"> </span>serial-tools</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">acorn<span class="Apple-converted-space"> </span>expressvpn <span class="Apple-converted-space"> </span>microsoft-outlook<span class="Apple-converted-space"> </span>servo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">activedock <span class="Apple-converted-space"> </span>extraterm<span class="Apple-converted-space"> </span>microsoft-powerpoint <span class="Apple-converted-space"> </span>session</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">activitywatch<span class="Apple-converted-space"> </span>falcon-sql-client<span class="Apple-converted-space"> </span>microsoft-r-open <span class="Apple-converted-space"> </span>session-manager-plugin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">actual-odbc-pack <span class="Apple-converted-space"> </span>family-tree-builder<span class="Apple-converted-space"> </span>microsoft-teams<span class="Apple-converted-space"> </span>sessionrestore</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adafruit-arduino <span class="Apple-converted-space"> </span>fanny<span class="Apple-converted-space"> </span>microsoft-word <span class="Apple-converted-space"> </span>setapp</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adguard<span class="Apple-converted-space"> </span>fantastical<span class="Apple-converted-space"> </span>middle <span class="Apple-converted-space"> </span>sf-symbols</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adium<span class="Apple-converted-space"> </span>fantasy-map-generator<span class="Apple-converted-space"> </span>midi-monitor <span class="Apple-converted-space"> </span>shadow</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adobe-acrobat-reader <span class="Apple-converted-space"> </span>farrago<span class="Apple-converted-space"> </span>midikeys <span class="Apple-converted-space"> </span>sharemouse</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adobe-connect<span class="Apple-converted-space"> </span>fastclicker<span class="Apple-converted-space"> </span>midistroke <span class="Apple-converted-space"> </span>sharepod</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adobe-creative-cloud-cleaner-tool<span class="Apple-converted-space"> </span>fastrawviewer<span class="Apple-converted-space"> </span>miditrail<span class="Apple-converted-space"> </span>shellhere</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adobe-dng-converter<span class="Apple-converted-space"> </span>fastscripts<span class="Apple-converted-space"> </span>mikogo <span class="Apple-converted-space"> </span>sherlock</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk <span class="Apple-converted-space"> </span>faxbot <span class="Apple-converted-space"> </span>miktex-console <span class="Apple-converted-space"> </span>shift</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk-jre <span class="Apple-converted-space"> </span>fbreader <span class="Apple-converted-space"> </span>milanote <span class="Apple-converted-space"> </span>shifty</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk-openj9<span class="Apple-converted-space"> </span>fedora-media-writer<span class="Apple-converted-space"> </span>milkman<span class="Apple-converted-space"> </span>shimo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk-openj9-jre<span class="Apple-converted-space"> </span>feed-the-beast <span class="Apple-converted-space"> </span>milkytracker <span class="Apple-converted-space"> </span>shoes</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk-openj9-jre-large<span class="Apple-converted-space"> </span>feem <span class="Apple-converted-space"> </span>mimecast <span class="Apple-converted-space"> </span>shortcutdetective</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk-openj9-large<span class="Apple-converted-space"> </span>feishu <span class="Apple-converted-space"> </span>min<span class="Apple-converted-space"> </span>shotcut</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk11 <span class="Apple-converted-space"> </span>fellow <span class="Apple-converted-space"> </span>mindforger <span class="Apple-converted-space"> </span>showhiddenfiles</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk11-jre <span class="Apple-converted-space"> </span>fenix<span class="Apple-converted-space"> </span>mindjet-mindmanager<span class="Apple-converted-space"> </span>showyedge</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk11-openj9<span class="Apple-converted-space"> </span>ferdi<span class="Apple-converted-space"> </span>mindmaster <span class="Apple-converted-space"> </span>shutter-encoder</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk11-openj9-jre<span class="Apple-converted-space"> </span>ff-works <span class="Apple-converted-space"> </span>minecraft<span class="Apple-converted-space"> </span>shuttle</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk11-openj9-jre-large<span class="Apple-converted-space"> </span>figma<span class="Apple-converted-space"> </span>minecraft-server <span class="Apple-converted-space"> </span>sia-ui</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk11-openj9-large<span class="Apple-converted-space"> </span>fiji <span class="Apple-converted-space"> </span>minecraftpe<span class="Apple-converted-space"> </span>sidenotes</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk15 <span class="Apple-converted-space"> </span>filedrop <span class="Apple-converted-space"> </span>mini-program-studio<span class="Apple-converted-space"> </span>sidequest</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk15-jre <span class="Apple-converted-space"> </span>filepane <span class="Apple-converted-space"> </span>miniconda<span class="Apple-converted-space"> </span>sidestep</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk15-openj9<span class="Apple-converted-space"> </span>final-cut-library-manager<span class="Apple-converted-space"> </span>minitube <span class="Apple-converted-space"> </span>sigdigger</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk15-openj9-jre<span class="Apple-converted-space"> </span>find-any-file<span class="Apple-converted-space"> </span>minizincide<span class="Apple-converted-space"> </span>sigil</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk15-openj9-jre-large<span class="Apple-converted-space"> </span>find-empty-folders <span class="Apple-converted-space"> </span>mipony <span class="Apple-converted-space"> </span>sigilium-email-signatures</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk15-openj9-large<span class="Apple-converted-space"> </span>finereader <span class="Apple-converted-space"> </span>miro <span class="Apple-converted-space"> </span>signal</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk8-jre<span class="Apple-converted-space"> </span>fing <span class="Apple-converted-space"> </span>mirrordisplays <span class="Apple-converted-space"> </span>silentknight</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk8-openj9 <span class="Apple-converted-space"> </span>finicky<span class="Apple-converted-space"> </span>mission-control-plus <span class="Apple-converted-space"> </span>silnite</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk8-openj9-jre <span class="Apple-converted-space"> </span>firecamp <span class="Apple-converted-space"> </span>missive<span class="Apple-converted-space"> </span>silverlight</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk8-openj9-jre-large <span class="Apple-converted-space"> </span>firefox<span class="Apple-converted-space"> </span>mjml <span class="Apple-converted-space"> </span>sim-genie</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adoptopenjdk8-openj9-large <span class="Apple-converted-space"> </span>firestorm<span class="Apple-converted-space"> </span>mjolnir<span class="Apple-converted-space"> </span>simpholders</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adventure<span class="Apple-converted-space"> </span>fireworks<span class="Apple-converted-space"> </span>mkchromecast <span class="Apple-converted-space"> </span>simple-comic</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">adware-removal-tool<span class="Apple-converted-space"> </span>fission<span class="Apple-converted-space"> </span>mmex <span class="Apple-converted-space"> </span>simplefloatingclock</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aerial <span class="Apple-converted-space"> </span>fl-studio<span class="Apple-converted-space"> </span>mnemosyne<span class="Apple-converted-space"> </span>simplenote</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aether <span class="Apple-converted-space"> </span>flame<span class="Apple-converted-space"> </span>mobirise <span class="Apple-converted-space"> </span>simplesynth</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aexol-remote-mouse <span class="Apple-converted-space"> </span>flash-decompiler-trillix <span class="Apple-converted-space"> </span>mochi<span class="Apple-converted-space"> </span>simply-fortran</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">after-dark-classic <span class="Apple-converted-space"> </span>flash-npapi<span class="Apple-converted-space"> </span>mockoon<span class="Apple-converted-space"> </span>singularity</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">agenda <span class="Apple-converted-space"> </span>flash-player <span class="Apple-converted-space"> </span>mockplus <span class="Apple-converted-space"> </span>sip</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aimersoft-video-converter-ultimate <span class="Apple-converted-space"> </span>flash-player-debugger<span class="Apple-converted-space"> </span>mockuuups-studio <span class="Apple-converted-space"> </span>sipgate-softphone</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aio-creator-neo<span class="Apple-converted-space"> </span>flash-player-debugger-npapi<span class="Apple-converted-space"> </span>modelio<span class="Apple-converted-space"> </span>sirimote</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">air-video-server-hd<span class="Apple-converted-space"> </span>flash-player-debugger-ppapi<span class="Apple-converted-space"> </span>modern-csv <span class="Apple-converted-space"> </span>sitebulb</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aircall<span class="Apple-converted-space"> </span>flash-ppapi<span class="Apple-converted-space"> </span>modmove<span class="Apple-converted-space"> </span>sixtyforce</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airdroid <span class="Apple-converted-space"> </span>flashlighttool <span class="Apple-converted-space"> </span>modulair <span class="Apple-converted-space"> </span>sizzy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airflow<span class="Apple-converted-space"> </span>fldigi <span class="Apple-converted-space"> </span>molotov<span class="Apple-converted-space"> </span>skala-preview</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airfoil<span class="Apple-converted-space"> </span>flic <span class="Apple-converted-space"> </span>monal<span class="Apple-converted-space"> </span>sketch</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airmedia <span class="Apple-converted-space"> </span>flickr-uploadr <span class="Apple-converted-space"> </span>monero-wallet<span class="Apple-converted-space"> </span>sketch-toolbox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airparrot<span class="Apple-converted-space"> </span>flightgear <span class="Apple-converted-space"> </span>moneydance <span class="Apple-converted-space"> </span>sketchpacks</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airpass<span class="Apple-converted-space"> </span>flipper<span class="Apple-converted-space"> </span>moneymoney <span class="Apple-converted-space"> </span>sketchup</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airqmon<span class="Apple-converted-space"> </span>flixtools<span class="Apple-converted-space"> </span>moneywiz <span class="Apple-converted-space"> </span>sketchup-pro</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airtable <span class="Apple-converted-space"> </span>flock<span class="Apple-converted-space"> </span>mongodb-compass<span class="Apple-converted-space"> </span>skim</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airtool<span class="Apple-converted-space"> </span>flotato<span class="Apple-converted-space"> </span>mongodb-compass-isolated-edition <span class="Apple-converted-space"> </span>skitch</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">airy <span class="Apple-converted-space"> </span>flow <span class="Apple-converted-space"> </span>mongodb-compass-readonly <span class="Apple-converted-space"> </span>skreenics</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ajour<span class="Apple-converted-space"> </span>flowdock <span class="Apple-converted-space"> </span>mongodb-realm-studio <span class="Apple-converted-space"> </span>sky-ticket</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">alacritty<span class="Apple-converted-space"> </span>flowsync <span class="Apple-converted-space"> </span>mongotron<span class="Apple-converted-space"> </span>skype</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aleph-one<span class="Apple-converted-space"> </span>fluor<span class="Apple-converted-space"> </span>monitorearth <span class="Apple-converted-space"> </span>skypewebplugin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">alfaview <span class="Apple-converted-space"> </span>flutter<span class="Apple-converted-space"> </span>mono-mdk <span class="Apple-converted-space"> </span>slack</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">alfred <span class="Apple-converted-space"> </span>fly<span class="Apple-converted-space"> </span>monodraw <span class="Apple-converted-space"> </span>slate</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">alinof-timer <span class="Apple-converted-space"> </span>fm3-edit <span class="Apple-converted-space"> </span>monolingual<span class="Apple-converted-space"> </span>sleipnir</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aliworkbench <span class="Apple-converted-space"> </span>fme<span class="Apple-converted-space"> </span>moom <span class="Apple-converted-space"> </span>slicer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">all-in-one-messenger <span class="Apple-converted-space"> </span>focus-booster<span class="Apple-converted-space"> </span>moonlight<span class="Apple-converted-space"> </span>slik</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">alloy<span class="Apple-converted-space"> </span>focusatwill<span class="Apple-converted-space"> </span>moose<span class="Apple-converted-space"> </span>slingplayer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">alt-tab<span class="Apple-converted-space"> </span>focused<span class="Apple-converted-space"> </span>morpheus <span class="Apple-converted-space"> </span>slite</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">altair-graphql-client<span class="Apple-converted-space"> </span>foldingtext<span class="Apple-converted-space"> </span>mos<span class="Apple-converted-space"> </span>sloth</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">altserver<span class="Apple-converted-space"> </span>folx <span class="Apple-converted-space"> </span>moscow-ml<span class="Apple-converted-space"> </span>smallpdf</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">alva <span class="Apple-converted-space"> </span>fontbase <span class="Apple-converted-space"> </span>motrix <span class="Apple-converted-space"> </span>smartgit</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amadeus-pro<span class="Apple-converted-space"> </span>fontexplorer-x-pro <span class="Apple-converted-space"> </span>mountain <span class="Apple-converted-space"> </span>smartsvn</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amadine<span class="Apple-converted-space"> </span>fontforge<span class="Apple-converted-space"> </span>mountain-duck<span class="Apple-converted-space"> </span>smlnj</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amazon-chime <span class="Apple-converted-space"> </span>fontgoggles<span class="Apple-converted-space"> </span>mounty <span class="Apple-converted-space"> </span>smoothscroll</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amazon-music <span class="Apple-converted-space"> </span>fontlab<span class="Apple-converted-space"> </span>mouse-locator<span class="Apple-converted-space"> </span>smooze</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amazon-photos<span class="Apple-converted-space"> </span>fontplop <span class="Apple-converted-space"> </span>movist <span class="Apple-converted-space"> </span>snagit</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amazon-workdocs<span class="Apple-converted-space"> </span>fontstand<span class="Apple-converted-space"> </span>movist-pro <span class="Apple-converted-space"> </span>snappy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amazon-workdocs-drive<span class="Apple-converted-space"> </span>forecast <span class="Apple-converted-space"> </span>mp3tag <span class="Apple-converted-space"> </span>sneek</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amazon-workspaces<span class="Apple-converted-space"> </span>fork <span class="Apple-converted-space"> </span>mpeg-streamclip<span class="Apple-converted-space"> </span>snes9x</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amd-power-gadget <span class="Apple-converted-space"> </span>forklift <span class="Apple-converted-space"> </span>mplab-xc16 <span class="Apple-converted-space"> </span>snipaste</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amethyst <span class="Apple-converted-space"> </span>forticlient<span class="Apple-converted-space"> </span>mplab-xc32 <span class="Apple-converted-space"> </span>snowflake-snowsql</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">amorphousdiskmark<span class="Apple-converted-space"> </span>foxitreader<span class="Apple-converted-space"> </span>mplab-xc8<span class="Apple-converted-space"> </span>soapui</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anaconda <span class="Apple-converted-space"> </span>foxmail<span class="Apple-converted-space"> </span>mplayer-osx-extended <span class="Apple-converted-space"> </span>socket-io-tester</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ananas-analytics-desktop-edition <span class="Apple-converted-space"> </span>fpcsrc <span class="Apple-converted-space"> </span>mplayerx <span class="Apple-converted-space"> </span>sococo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">android-file-transfer<span class="Apple-converted-space"> </span>framer <span class="Apple-converted-space"> </span>mps<span class="Apple-converted-space"> </span>sofa-server</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">android-ndk<span class="Apple-converted-space"> </span>franz<span class="Apple-converted-space"> </span>mpv<span class="Apple-converted-space"> </span>softmaker-freeoffice</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">android-platform-tools <span class="Apple-converted-space"> </span>freac<span class="Apple-converted-space"> </span>mqtt-explorer<span class="Apple-converted-space"> </span>softorino-youtube-converter</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">android-sdk<span class="Apple-converted-space"> </span>fredm-fuse <span class="Apple-converted-space"> </span>mqttfx <span class="Apple-converted-space"> </span>softraid</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">android-studio <span class="Apple-converted-space"> </span>free-download-manager<span class="Apple-converted-space"> </span>mqttx<span class="Apple-converted-space"> </span>softube-central</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">angry-ip-scanner <span class="Apple-converted-space"> </span>free-ruler <span class="Apple-converted-space"> </span>mtgaprotracker <span class="Apple-converted-space"> </span>solar2d</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anka-build-cloud-registry<span class="Apple-converted-space"> </span>freecad<span class="Apple-converted-space"> </span>mtmr <span class="Apple-converted-space"> </span>solvespace</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anka-virtualization<span class="Apple-converted-space"> </span>freecol<span class="Apple-converted-space"> </span>mu-editor<span class="Apple-converted-space"> </span>sonarr</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anki <span class="Apple-converted-space"> </span>freedome <span class="Apple-converted-space"> </span>mucommander<span class="Apple-converted-space"> </span>sonic-visualiser</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ankiapp-anki <span class="Apple-converted-space"> </span>freemind <span class="Apple-converted-space"> </span>mudlet <span class="Apple-converted-space"> </span>soqlxplorer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anonymousvpn <span class="Apple-converted-space"> </span>freenettray<span class="Apple-converted-space"> </span>mullvadvpn <span class="Apple-converted-space"> </span>soulver</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">another-redis-desktop-manager<span class="Apple-converted-space"> </span>freeorion<span class="Apple-converted-space"> </span>multifirefox <span class="Apple-converted-space"> </span>sound-control</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anydesk<span class="Apple-converted-space"> </span>freeplane<span class="Apple-converted-space"> </span>multimc<span class="Apple-converted-space"> </span>sound-siphon</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anydo<span class="Apple-converted-space"> </span>freesmug-chromium<span class="Apple-converted-space"> </span>multipatch <span class="Apple-converted-space"> </span>soundcleod</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anylist<span class="Apple-converted-space"> </span>freeter<span class="Apple-converted-space"> </span>multiscan-3b <span class="Apple-converted-space"> </span>soundsource</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anytrans <span class="Apple-converted-space"> </span>freetube <span class="Apple-converted-space"> </span>multitouch <span class="Apple-converted-space"> </span>sourcetrail</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anytrans-for-android <span class="Apple-converted-space"> </span>freeyourmusic<span class="Apple-converted-space"> </span>mumble <span class="Apple-converted-space"> </span>sourcetree</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anzeigenchef <span class="Apple-converted-space"> </span>freeze <span class="Apple-converted-space"> </span>mumu <span class="Apple-converted-space"> </span>spacelauncher</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">apache-couchdb <span class="Apple-converted-space"> </span>frescobaldi<span class="Apple-converted-space"> </span>munki<span class="Apple-converted-space"> </span>spamsieve</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">apk-icon-editor<span class="Apple-converted-space"> </span>frhelper <span class="Apple-converted-space"> </span>murus<span class="Apple-converted-space"> </span>spark</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">app-cleaner<span class="Apple-converted-space"> </span>fritzing <span class="Apple-converted-space"> </span>musaicfm <span class="Apple-converted-space"> </span>sparkle</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">apparency<span class="Apple-converted-space"> </span>fromscratch<span class="Apple-converted-space"> </span>museeks<span class="Apple-converted-space"> </span>sparkleshare</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">appcleaner <span class="Apple-converted-space"> </span>fsmonitor<span class="Apple-converted-space"> </span>musescore<span class="Apple-converted-space"> </span>spatial</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">appcode<span class="Apple-converted-space"> </span>fsnotes<span class="Apple-converted-space"> </span>music-manager<span class="Apple-converted-space"> </span>spatterlight</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">appdelete<span class="Apple-converted-space"> </span>fstream<span class="Apple-converted-space"> </span>musicbrainz-picard <span class="Apple-converted-space"> </span>spectacle</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">appgate-sdp-client <span class="Apple-converted-space"> </span>funter <span class="Apple-converted-space"> </span>musictube<span class="Apple-converted-space"> </span>spectacle-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">appium <span class="Apple-converted-space"> </span>fuse <span class="Apple-converted-space"> </span>mutify <span class="Apple-converted-space"> </span>spectrum</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">apple-juice<span class="Apple-converted-space"> </span>futuniuniu <span class="Apple-converted-space"> </span>muzzle <span class="Apple-converted-space"> </span>speedcrunch</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">appstudio<span class="Apple-converted-space"> </span>fuwari <span class="Apple-converted-space"> </span>mweb <span class="Apple-converted-space"> </span>speedify</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">apptivate<span class="Apple-converted-space"> </span>fuzzyclock <span class="Apple-converted-space"> </span>my-budget<span class="Apple-converted-space"> </span>spek</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aptanastudio <span class="Apple-converted-space"> </span>gameranger <span class="Apple-converted-space"> </span>my-image-garden<span class="Apple-converted-space"> </span>spideroak-share</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aptible<span class="Apple-converted-space"> </span>gameshow <span class="Apple-converted-space"> </span>mycloud<span class="Apple-converted-space"> </span>spillo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aqua-data-studio <span class="Apple-converted-space"> </span>ganache<span class="Apple-converted-space"> </span>mycrypto <span class="Apple-converted-space"> </span>spires</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aquamacs <span class="Apple-converted-space"> </span>ganttproject <span class="Apple-converted-space"> </span>mylio<span class="Apple-converted-space"> </span>spitfire-audio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aquaskk<span class="Apple-converted-space"> </span>garagebuy<span class="Apple-converted-space"> </span>mymonero <span class="Apple-converted-space"> </span>splashtop-business</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">araxis-merge <span class="Apple-converted-space"> </span>garagesale <span class="Apple-converted-space"> </span>nagbar <span class="Apple-converted-space"> </span>splashtop-personal</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">archipelago<span class="Apple-converted-space"> </span>gb-studio<span class="Apple-converted-space"> </span>nally<span class="Apple-converted-space"> </span>splashtop-streamer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">archiver <span class="Apple-converted-space"> </span>gcollazo-mongodb <span class="Apple-converted-space"> </span>name-mangler <span class="Apple-converted-space"> </span>splayer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aria-maestosa<span class="Apple-converted-space"> </span>gdlauncher <span class="Apple-converted-space"> </span>namebench<span class="Apple-converted-space"> </span>splice</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aria2d <span class="Apple-converted-space"> </span>geburtstagschecker <span class="Apple-converted-space"> </span>nano <span class="Apple-converted-space"> </span>spotify</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ark-desktop-wallet <span class="Apple-converted-space"> </span>geekbench<span class="Apple-converted-space"> </span>native-access<span class="Apple-converted-space"> </span>spotspot</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">armory <span class="Apple-converted-space"> </span>geektool <span class="Apple-converted-space"> </span>natron <span class="Apple-converted-space"> </span>springtoolsuite</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">arq<span class="Apple-converted-space"> </span>gemini <span class="Apple-converted-space"> </span>naver-whale<span class="Apple-converted-space"> </span>sql-power-architect-jdbc</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">arq-cloud-backup <span class="Apple-converted-space"> </span>geneious-prime <span class="Apple-converted-space"> </span>navicat-for-mariadb<span class="Apple-converted-space"> </span>sql-tabs</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">arrayfire<span class="Apple-converted-space"> </span>genymotion <span class="Apple-converted-space"> </span>navicat-for-mysql<span class="Apple-converted-space"> </span>sqlectron</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">arrsync<span class="Apple-converted-space"> </span>geogebra <span class="Apple-converted-space"> </span>navicat-for-oracle <span class="Apple-converted-space"> </span>sqlexplorer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">artisan<span class="Apple-converted-space"> </span>geomap <span class="Apple-converted-space"> </span>navicat-for-postgresql <span class="Apple-converted-space"> </span>sqlitemanager</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">artpip <span class="Apple-converted-space"> </span>geotag-photos-pro<span class="Apple-converted-space"> </span>navicat-for-sql-server <span class="Apple-converted-space"> </span>sqlitestudio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">asciidocfx <span class="Apple-converted-space"> </span>gephi<span class="Apple-converted-space"> </span>navicat-for-sqlite <span class="Apple-converted-space"> </span>sqlpro-for-mssql</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">astah-professional <span class="Apple-converted-space"> </span>get-backup-pro <span class="Apple-converted-space"> </span>navicat-premium<span class="Apple-converted-space"> </span>sqlpro-for-mysql</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">astropad-studio<span class="Apple-converted-space"> </span>get-iplayer-automator<span class="Apple-converted-space"> </span>navicat-premium-essentials <span class="Apple-converted-space"> </span>sqlpro-for-postgres</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">atext<span class="Apple-converted-space"> </span>get-lyrical<span class="Apple-converted-space"> </span>nbtexplorer<span class="Apple-converted-space"> </span>sqlpro-for-sqlite</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">atlauncher <span class="Apple-converted-space"> </span>getrasplex <span class="Apple-converted-space"> </span>ncar-ncl <span class="Apple-converted-space"> </span>sqlpro-studio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">atom <span class="Apple-converted-space"> </span>gfortran <span class="Apple-converted-space"> </span>ndm<span class="Apple-converted-space"> </span>squidman</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">au-lab <span class="Apple-converted-space"> </span>gfxcardstatus<span class="Apple-converted-space"> </span>neo4j<span class="Apple-converted-space"> </span>squirrel</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">audio-hijack <span class="Apple-converted-space"> </span>ghidra <span class="Apple-converted-space"> </span>neofinder<span class="Apple-converted-space"> </span>squirrelsql</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">audiobook-builder<span class="Apple-converted-space"> </span>ghost-browser<span class="Apple-converted-space"> </span>nestopia <span class="Apple-converted-space"> </span>srware-iron</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">audioslicer<span class="Apple-converted-space"> </span>ghosttile<span class="Apple-converted-space"> </span>netbeans <span class="Apple-converted-space"> </span>ssh-config-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">audirvana<span class="Apple-converted-space"> </span>gifox<span class="Apple-converted-space"> </span>netdownloadhelpercoapp <span class="Apple-converted-space"> </span>ssh-tunnel-manager</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">auristor-client<span class="Apple-converted-space"> </span>gingko <span class="Apple-converted-space"> </span>neteasemusic <span class="Apple-converted-space"> </span>stack</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">auryo<span class="Apple-converted-space"> </span>gisto<span class="Apple-converted-space"> </span>netiquette <span class="Apple-converted-space"> </span>stack-stack</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">authy<span class="Apple-converted-space"> </span>gitblade <span class="Apple-converted-space"> </span>netnewswire<span class="Apple-converted-space"> </span>stand</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">autodesk-fusion360 <span class="Apple-converted-space"> </span>gitbox <span class="Apple-converted-space"> </span>netron <span class="Apple-converted-space"> </span>standard-notes</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">autofirma<span class="Apple-converted-space"> </span>gitfinder<span class="Apple-converted-space"> </span>netspot<span class="Apple-converted-space"> </span>starcraft</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">autopkgr <span class="Apple-converted-space"> </span>gitfox <span class="Apple-converted-space"> </span>network-radar<span class="Apple-converted-space"> </span>starleaf</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">autumn <span class="Apple-converted-space"> </span>github <span class="Apple-converted-space"> </span>netxms-console <span class="Apple-converted-space"> </span>startninja</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avast-secureline-vpn <span class="Apple-converted-space"> </span>githubpulse<span class="Apple-converted-space"> </span>next <span class="Apple-converted-space"> </span>startupizer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avg-antivirus<span class="Apple-converted-space"> </span>gitify <span class="Apple-converted-space"> </span>nextcloud<span class="Apple-converted-space"> </span>stats</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aviatrix-vpn-client<span class="Apple-converted-space"> </span>gitkraken<span class="Apple-converted-space"> </span>ngrok<span class="Apple-converted-space"> </span>steam</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avibrazil-rdm<span class="Apple-converted-space"> </span>gitnote<span class="Apple-converted-space"> </span>nheko<span class="Apple-converted-space"> </span>steamcmd</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avidemux <span class="Apple-converted-space"> </span>gitscout <span class="Apple-converted-space"> </span>nifty<span class="Apple-converted-space"> </span>steermouse</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avira-antivirus<span class="Apple-converted-space"> </span>gitup<span class="Apple-converted-space"> </span>niftyman <span class="Apple-converted-space"> </span>stella</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avocode<span class="Apple-converted-space"> </span>gitx <span class="Apple-converted-space"> </span>night-owl<span class="Apple-converted-space"> </span>stellarium</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">avogadro <span class="Apple-converted-space"> </span>globalmeet <span class="Apple-converted-space"> </span>nightingale<span class="Apple-converted-space"> </span>stepmania</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">awa<span class="Apple-converted-space"> </span>glyphfinder<span class="Apple-converted-space"> </span>nightowl <span class="Apple-converted-space"> </span>stoplight-studio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aware<span class="Apple-converted-space"> </span>glyphs <span class="Apple-converted-space"> </span>nodebox<span class="Apple-converted-space"> </span>storyboarder</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aws-vpn-client <span class="Apple-converted-space"> </span>gmvault<span class="Apple-converted-space"> </span>nodeclipse <span class="Apple-converted-space"> </span>strange-flesh</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">axe-edit-iii <span class="Apple-converted-space"> </span>gns3 <span class="Apple-converted-space"> </span>noisy<span class="Apple-converted-space"> </span>strawberry</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">axure-rp <span class="Apple-converted-space"> </span>gnucash<span class="Apple-converted-space"> </span>noisytyper <span class="Apple-converted-space"> </span>strawberry-wallpaper</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">azure-data-studio<span class="Apple-converted-space"> </span>go-agent <span class="Apple-converted-space"> </span>nomachine<span class="Apple-converted-space"> </span>streamlabs-obs</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">babeledit<span class="Apple-converted-space"> </span>go-server<span class="Apple-converted-space"> </span>nomachine-enterprise-client<span class="Apple-converted-space"> </span>stretchly</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">back-in-time <span class="Apple-converted-space"> </span>go2shell <span class="Apple-converted-space"> </span>nomad<span class="Apple-converted-space"> </span>strongvpn</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">backblaze-downloader <span class="Apple-converted-space"> </span>go64 <span class="Apple-converted-space"> </span>nordvpn<span class="Apple-converted-space"> </span>studio-3t</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">backlog<span class="Apple-converted-space"> </span>gobdokumente <span class="Apple-converted-space"> </span>nordvpn-teams<span class="Apple-converted-space"> </span>studiolinkstandalone</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">backuploupe<span class="Apple-converted-space"> </span>godot<span class="Apple-converted-space"> </span>nosleep<span class="Apple-converted-space"> </span>subethaedit</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">badlion-client <span class="Apple-converted-space"> </span>godot-mono <span class="Apple-converted-space"> </span>nosqlbooster-for-mongodb <span class="Apple-converted-space"> </span>subler</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">baiducloud <span class="Apple-converted-space"> </span>gog-galaxy <span class="Apple-converted-space"> </span>nosqlclient<span class="Apple-converted-space"> </span>sublercli</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">baidunetdisk <span class="Apple-converted-space"> </span>gogs <span class="Apple-converted-space"> </span>notable<span class="Apple-converted-space"> </span>sublime-merge</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">balenaetcher <span class="Apple-converted-space"> </span>goland <span class="Apple-converted-space"> </span>notational-velocity<span class="Apple-converted-space"> </span>subnetcalc</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ballast<span class="Apple-converted-space"> </span>goldencheetah<span class="Apple-converted-space"> </span>notebooks<span class="Apple-converted-space"> </span>subsurface</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">balsamiq-wireframes<span class="Apple-converted-space"> </span>goldendict <span class="Apple-converted-space"> </span>notedup<span class="Apple-converted-space"> </span>subsync</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bandage<span class="Apple-converted-space"> </span>golly<span class="Apple-converted-space"> </span>noti <span class="Apple-converted-space"> </span>subtitles</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bankid <span class="Apple-converted-space"> </span>goodsync <span class="Apple-converted-space"> </span>notion <span class="Apple-converted-space"> </span>sunvox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">banking-4<span class="Apple-converted-space"> </span>goofy<span class="Apple-converted-space"> </span>noto <span class="Apple-converted-space"> </span>superbeam</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">banktivity <span class="Apple-converted-space"> </span>google-backup-and-sync <span class="Apple-converted-space"> </span>noun-project <span class="Apple-converted-space"> </span>supercollider</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">banshee<span class="Apple-converted-space"> </span>google-chrome<span class="Apple-converted-space"> </span>nova <span class="Apple-converted-space"> </span>superduper</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">baritone <span class="Apple-converted-space"> </span>google-cloud-sdk <span class="Apple-converted-space"> </span>novabench<span class="Apple-converted-space"> </span>superhuman</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bartender<span class="Apple-converted-space"> </span>google-drive-file-stream <span class="Apple-converted-space"> </span>now<span class="Apple-converted-space"> </span>superproductivity</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">barxtemp <span class="Apple-converted-space"> </span>google-earth-pro <span class="Apple-converted-space"> </span>now-tv-player<span class="Apple-converted-space"> </span>supertuxkart</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">basecamp <span class="Apple-converted-space"> </span>google-japanese-ime<span class="Apple-converted-space"> </span>noxappplayer <span class="Apple-converted-space"> </span>surfeasy-vpn</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">basictex <span class="Apple-converted-space"> </span>google-photos-backup-and-sync<span class="Apple-converted-space"> </span>nsregextester<span class="Apple-converted-space"> </span>surfshark</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bathyscaphe<span class="Apple-converted-space"> </span>google-web-designer<span class="Apple-converted-space"> </span>nteract<span class="Apple-converted-space"> </span>surge</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">batteries<span class="Apple-converted-space"> </span>googleappengine<span class="Apple-converted-space"> </span>nuclear<span class="Apple-converted-space"> </span>surge-synthesizer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">battle-net <span class="Apple-converted-space"> </span>gopanda<span class="Apple-converted-space"> </span>nucleo <span class="Apple-converted-space"> </span>suspicious-package</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bbc-iplayer-downloads<span class="Apple-converted-space"> </span>gotiengviet<span class="Apple-converted-space"> </span>nuclino<span class="Apple-converted-space"> </span>sweet-home3d</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bbedit <span class="Apple-converted-space"> </span>gotomeeting<span class="Apple-converted-space"> </span>nulloy <span class="Apple-converted-space"> </span>swift-explorer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bdinfo <span class="Apple-converted-space"> </span>gpg-suite<span class="Apple-converted-space"> </span>numi <span class="Apple-converted-space"> </span>swift-publisher</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">beaker-browser <span class="Apple-converted-space"> </span>gpg-suite-no-mail<span class="Apple-converted-space"> </span>nvalt<span class="Apple-converted-space"> </span>swiftformat-for-xcode</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bean <span class="Apple-converted-space"> </span>gpg-suite-pinentry <span class="Apple-converted-space"> </span>nvidia-geforce-now <span class="Apple-converted-space"> </span>swiftpm-catalog</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">beatport-pro <span class="Apple-converted-space"> </span>gplates<span class="Apple-converted-space"> </span>nzbget <span class="Apple-converted-space"> </span>swiftstack-client</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">beatunes <span class="Apple-converted-space"> </span>gpodder<span class="Apple-converted-space"> </span>obs<span class="Apple-converted-space"> </span>swifty</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">beautune <span class="Apple-converted-space"> </span>gps4cam<span class="Apple-converted-space"> </span>obs-virtualcam <span class="Apple-converted-space"> </span>swiftybeaver</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bee<span class="Apple-converted-space"> </span>gpxsee <span class="Apple-converted-space"> </span>obsidian <span class="Apple-converted-space"> </span>swimat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">beekeeper-studio <span class="Apple-converted-space"> </span>gqrx <span class="Apple-converted-space"> </span>obyte<span class="Apple-converted-space"> </span>swish</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">beersmith<span class="Apple-converted-space"> </span>gramps <span class="Apple-converted-space"> </span>ocenaudio<span class="Apple-converted-space"> </span>switch</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">beoplay-software-update<span class="Apple-converted-space"> </span>grandperspective <span class="Apple-converted-space"> </span>oclint <span class="Apple-converted-space"> </span>switchhosts</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bestres<span class="Apple-converted-space"> </span>grandtotal <span class="Apple-converted-space"> </span>octoscreen <span class="Apple-converted-space"> </span>symboliclinker</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bettertouchtool<span class="Apple-converted-space"> </span>graphicconverter <span class="Apple-converted-space"> </span>odrive <span class="Apple-converted-space"> </span>synalyze-it-pro</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">betterzip<span class="Apple-converted-space"> </span>gretl<span class="Apple-converted-space"> </span>ogdesign-eagle <span class="Apple-converted-space"> </span>sync</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bfxr <span class="Apple-converted-space"> </span>gridea <span class="Apple-converted-space"> </span>omegat <span class="Apple-converted-space"> </span>sync-my-l2p</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bibdesk<span class="Apple-converted-space"> </span>grisbi <span class="Apple-converted-space"> </span>omnidb <span class="Apple-converted-space"> </span>syncmate</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">big-mean-folder-machine<span class="Apple-converted-space"> </span>growlnotify<span class="Apple-converted-space"> </span>omnifocus<span class="Apple-converted-space"> </span>syncovery</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">binance<span class="Apple-converted-space"> </span>gswitch<span class="Apple-converted-space"> </span>omnigraffle<span class="Apple-converted-space"> </span>syncplay</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">binary-ninja <span class="Apple-converted-space"> </span>gtkwave<span class="Apple-converted-space"> </span>omnioutliner <span class="Apple-converted-space"> </span>syncroom</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bino <span class="Apple-converted-space"> </span>guijs<span class="Apple-converted-space"> </span>omniplan <span class="Apple-converted-space"> </span>syncterm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">biopassfido<span class="Apple-converted-space"> </span>guild-wars2<span class="Apple-converted-space"> </span>omx-ebooks <span class="Apple-converted-space"> </span>syncthing</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">birdfont <span class="Apple-converted-space"> </span>gureumkim<span class="Apple-converted-space"> </span>ondesoft-audiobook-converter <span class="Apple-converted-space"> </span>synfigstudio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">biscuit<span class="Apple-converted-space"> </span>gzdoom <span class="Apple-converted-space"> </span>one-switch <span class="Apple-converted-space"> </span>synology-chat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bisq <span class="Apple-converted-space"> </span>ha-menu<span class="Apple-converted-space"> </span>onecast<span class="Apple-converted-space"> </span>synology-note-station-client</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bit-slicer <span class="Apple-converted-space"> </span>hacker-menu<span class="Apple-converted-space"> </span>onedrive <span class="Apple-converted-space"> </span>syntax-highlight</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bitbar <span class="Apple-converted-space"> </span>hackhands<span class="Apple-converted-space"> </span>onenote-importer-preview <span class="Apple-converted-space"> </span>synthesia</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bitmessage <span class="Apple-converted-space"> </span>hackintool <span class="Apple-converted-space"> </span>oni<span class="Apple-converted-space"> </span>sysdig-inspect</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bitrix24 <span class="Apple-converted-space"> </span>hammerspoon<span class="Apple-converted-space"> </span>onlyoffice <span class="Apple-converted-space"> </span>sysex-librarian</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bitshares<span class="Apple-converted-space"> </span>handbrake<span class="Apple-converted-space"> </span>onyx <span class="Apple-converted-space"> </span>tableau</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bitwarden<span class="Apple-converted-space"> </span>handshaker <span class="Apple-converted-space"> </span>oolite <span class="Apple-converted-space"> </span>tableau-prep</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bitwig-studio<span class="Apple-converted-space"> </span>handylock<span class="Apple-converted-space"> </span>open-ecard <span class="Apple-converted-space"> </span>tableau-public</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blender<span class="Apple-converted-space"> </span>happymac <span class="Apple-converted-space"> </span>openarena<span class="Apple-converted-space"> </span>tableau-reader</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blink1control<span class="Apple-converted-space"> </span>haptic-touch-bar <span class="Apple-converted-space"> </span>openaudible<span class="Apple-converted-space"> </span>tableflip</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blisk<span class="Apple-converted-space"> </span>haptickey<span class="Apple-converted-space"> </span>openbazaar <span class="Apple-converted-space"> </span>tableplus</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blitz<span class="Apple-converted-space"> </span>harmony<span class="Apple-converted-space"> </span>openboard<span class="Apple-converted-space"> </span>tabula</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blobby-volley2 <span class="Apple-converted-space"> </span>haroopad <span class="Apple-converted-space"> </span>openboardview<span class="Apple-converted-space"> </span>tad</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blockblock <span class="Apple-converted-space"> </span>hazel<span class="Apple-converted-space"> </span>openconnect-gui<span class="Apple-converted-space"> </span>tag</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blockstack <span class="Apple-converted-space"> </span>hazeover <span class="Apple-converted-space"> </span>opencore-configurator<span class="Apple-converted-space"> </span>tagalicious</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blocs<span class="Apple-converted-space"> </span>hbuilder <span class="Apple-converted-space"> </span>opencpn<span class="Apple-converted-space"> </span>tagger</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bloodhound <span class="Apple-converted-space"> </span>hbuilderx<span class="Apple-converted-space"> </span>opendnsupdater <span class="Apple-converted-space"> </span>tagspaces</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bloomrpc <span class="Apple-converted-space"> </span>hdrmerge <span class="Apple-converted-space"> </span>openemu<span class="Apple-converted-space"> </span>tandem</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blu-ray-player <span class="Apple-converted-space"> </span>headset<span class="Apple-converted-space"> </span>openmsx<span class="Apple-converted-space"> </span>tap-forms</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blu-ray-player-pro <span class="Apple-converted-space"> </span>heimdall-suite <span class="Apple-converted-space"> </span>openmtp<span class="Apple-converted-space"> </span>taskade</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blue-jeans-browser-plugin<span class="Apple-converted-space"> </span>helium <span class="Apple-converted-space"> </span>openmw <span class="Apple-converted-space"> </span>taskexplorer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bluefish <span class="Apple-converted-space"> </span>hermes <span class="Apple-converted-space"> </span>opennx <span class="Apple-converted-space"> </span>taskpaper</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blueharvest<span class="Apple-converted-space"> </span>hessenbox-da <span class="Apple-converted-space"> </span>openoffice <span class="Apple-converted-space"> </span>tastyworks</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bluejeans<span class="Apple-converted-space"> </span>hex<span class="Apple-converted-space"> </span>openphone<span class="Apple-converted-space"> </span>tbe</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bluesense<span class="Apple-converted-space"> </span>hex-fiend<span class="Apple-converted-space"> </span>openra <span class="Apple-converted-space"> </span>tbs-studio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bluestacks <span class="Apple-converted-space"> </span>hey<span class="Apple-converted-space"> </span>openrct2 <span class="Apple-converted-space"> </span>td-agent</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bluetility <span class="Apple-converted-space"> </span>hiarcs-chess-explorer<span class="Apple-converted-space"> </span>openrefine <span class="Apple-converted-space"> </span>teambition</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bob<span class="Apple-converted-space"> </span>historyhound <span class="Apple-converted-space"> </span>opensesame <span class="Apple-converted-space"> </span>teamdrive</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boinc<span class="Apple-converted-space"> </span>hma-pro-vpn<span class="Apple-converted-space"> </span>openshot-video-editor<span class="Apple-converted-space"> </span>teamspeak-client</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bonitastudiocommunity<span class="Apple-converted-space"> </span>home-assistant <span class="Apple-converted-space"> </span>opensong <span class="Apple-converted-space"> </span>teamviewer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bonjour-browser<span class="Apple-converted-space"> </span>home-inventory <span class="Apple-converted-space"> </span>opentoonz<span class="Apple-converted-space"> </span>teamviewer-quickjoin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bookends <span class="Apple-converted-space"> </span>honto<span class="Apple-converted-space"> </span>openvanilla<span class="Apple-converted-space"> </span>techsmith-capture</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bookmacster<span class="Apple-converted-space"> </span>hookshot <span class="Apple-converted-space"> </span>openvisualtraceroute <span class="Apple-converted-space"> </span>teensy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boom <span class="Apple-converted-space"> </span>horos<span class="Apple-converted-space"> </span>openvpn-connect<span class="Apple-converted-space"> </span>telavox-flow</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boom-3d<span class="Apple-converted-space"> </span>hoststool<span class="Apple-converted-space"> </span>openwebstart <span class="Apple-converted-space"> </span>telegram</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boop <span class="Apple-converted-space"> </span>hotswitch<span class="Apple-converted-space"> </span>openxcom <span class="Apple-converted-space"> </span>telegram-desktop</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boost-note <span class="Apple-converted-space"> </span>houdahspot <span class="Apple-converted-space"> </span>opera<span class="Apple-converted-space"> </span>tempo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boostnote<span class="Apple-converted-space"> </span>houseparty <span class="Apple-converted-space"> </span>opera-gx <span class="Apple-converted-space"> </span>tenable-nessus-agent</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bootchamp<span class="Apple-converted-space"> </span>hstracker<span class="Apple-converted-space"> </span>opera-neon <span class="Apple-converted-space"> </span>tencent-lemon</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bootstrap-studio <span class="Apple-converted-space"> </span>http-toolkit <span class="Apple-converted-space"> </span>optimage <span class="Apple-converted-space"> </span>tencent-meeting</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bootxchanger <span class="Apple-converted-space"> </span>hubic<span class="Apple-converted-space"> </span>optimal-layout <span class="Apple-converted-space"> </span>tenor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bossa<span class="Apple-converted-space"> </span>hue-topia<span class="Apple-converted-space"> </span>orange <span class="Apple-converted-space"> </span>termhere</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bot-framework-emulator <span class="Apple-converted-space"> </span>hugin<span class="Apple-converted-space"> </span>origami-studio <span class="Apple-converted-space"> </span>terminus</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">box-drive<span class="Apple-converted-space"> </span>hydrogen <span class="Apple-converted-space"> </span>origin <span class="Apple-converted-space"> </span>termius</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">box-notes<span class="Apple-converted-space"> </span>hype <span class="Apple-converted-space"> </span>orka <span class="Apple-converted-space"> </span>texmacs</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">box-sync <span class="Apple-converted-space"> </span>hyper<span class="Apple-converted-space"> </span>oryoki <span class="Apple-converted-space"> </span>texmaker</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">box-tools<span class="Apple-converted-space"> </span>hyperbackupexplorer<span class="Apple-converted-space"> </span>osbuddy<span class="Apple-converted-space"> </span>texpad</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boxcryptor <span class="Apple-converted-space"> </span>ibabel <span class="Apple-converted-space"> </span>oscar<span class="Apple-converted-space"> </span>texshop</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boxer<span class="Apple-converted-space"> </span>ibackup-viewer <span class="Apple-converted-space"> </span>osirix-quicklook <span class="Apple-converted-space"> </span>texstudio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">boxy-suite <span class="Apple-converted-space"> </span>ibackupbot <span class="Apple-converted-space"> </span>osquery<span class="Apple-converted-space"> </span>textadept</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brackets <span class="Apple-converted-space"> </span>ibettercharge<span class="Apple-converted-space"> </span>osxfuse<span class="Apple-converted-space"> </span>textexpander</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brain-workshop <span class="Apple-converted-space"> </span>ibm-aspera-connect <span class="Apple-converted-space"> </span>otter-browser<span class="Apple-converted-space"> </span>textmate</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brave-browser<span class="Apple-converted-space"> </span>ibm-cloud-cli<span class="Apple-converted-space"> </span>outguess <span class="Apple-converted-space"> </span>texworks</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">breakaway<span class="Apple-converted-space"> </span>icab <span class="Apple-converted-space"> </span>outline<span class="Apple-converted-space"> </span>tg-pro</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">breaktimer <span class="Apple-converted-space"> </span>iceberg<span class="Apple-converted-space"> </span>outline-manager<span class="Apple-converted-space"> </span>the-archive-browser</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brewtarget <span class="Apple-converted-space"> </span>icestudio<span class="Apple-converted-space"> </span>outwit-hub <span class="Apple-converted-space"> </span>the-battle-for-wesnoth</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bria <span class="Apple-converted-space"> </span>icollections <span class="Apple-converted-space"> </span>overdrive-media-console<span class="Apple-converted-space"> </span>the-cheat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bricklink-partdesigner <span class="Apple-converted-space"> </span>iconizer <span class="Apple-converted-space"> </span>overflow <span class="Apple-converted-space"> </span>the-clock</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bricklink-studio <span class="Apple-converted-space"> </span>iconjar<span class="Apple-converted-space"> </span>oversight<span class="Apple-converted-space"> </span>the-tagger</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bricksmith <span class="Apple-converted-space"> </span>icons8 <span class="Apple-converted-space"> </span>owasp-zap<span class="Apple-converted-space"> </span>the-unarchiver</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brightness-sync<span class="Apple-converted-space"> </span>icq<span class="Apple-converted-space"> </span>owncloud <span class="Apple-converted-space"> </span>thebrain</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brisync<span class="Apple-converted-space"> </span>id3-editor <span class="Apple-converted-space"> </span>p4v<span class="Apple-converted-space"> </span>thedesk</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brl-cad-mged <span class="Apple-converted-space"> </span>iexplorer<span class="Apple-converted-space"> </span>pacifist <span class="Apple-converted-space"> </span>there</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brook<span class="Apple-converted-space"> </span>igdm <span class="Apple-converted-space"> </span>packages <span class="Apple-converted-space"> </span>thingsmacsandboxhelper</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">brooklyn <span class="Apple-converted-space"> </span>igv<span class="Apple-converted-space"> </span>packet-peeper<span class="Apple-converted-space"> </span>thonny</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">browserosaurus <span class="Apple-converted-space"> </span>iina <span class="Apple-converted-space"> </span>packetsender <span class="Apple-converted-space"> </span>thonny-xxl</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">browserstacklocal<span class="Apple-converted-space"> </span>iina-plus<span class="Apple-converted-space"> </span>padloc <span class="Apple-converted-space"> </span>thor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">btcpayserver-vault <span class="Apple-converted-space"> </span>ilok-license-manager <span class="Apple-converted-space"> </span>pages-data-merge <span class="Apple-converted-space"> </span>thorium</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bubo <span class="Apple-converted-space"> </span>ilya-birman-typography-layout<span class="Apple-converted-space"> </span>pagico <span class="Apple-converted-space"> </span>thumbsup</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">buildsettingextractor<span class="Apple-converted-space"> </span>image2icon <span class="Apple-converted-space"> </span>paintbrush <span class="Apple-converted-space"> </span>thunder</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bunqcommunity-bunq <span class="Apple-converted-space"> </span>imagej <span class="Apple-converted-space"> </span>paintcode<span class="Apple-converted-space"> </span>thunderbird</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">burn <span class="Apple-converted-space"> </span>imarisviewer <span class="Apple-converted-space"> </span>paletro<span class="Apple-converted-space"> </span>thyme</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">burp-suite <span class="Apple-converted-space"> </span>imazing<span class="Apple-converted-space"> </span>pandora<span class="Apple-converted-space"> </span>tibco-jaspersoft-studio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">busycal<span class="Apple-converted-space"> </span>imazing-mini <span class="Apple-converted-space"> </span>panoply<span class="Apple-converted-space"> </span>tickeys</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">busycontacts <span class="Apple-converted-space"> </span>imgotv <span class="Apple-converted-space"> </span>paragon-vmdk-mounter <span class="Apple-converted-space"> </span>ticktick</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">butler <span class="Apple-converted-space"> </span>imo<span class="Apple-converted-space"> </span>parallels<span class="Apple-converted-space"> </span>tidal</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">butt <span class="Apple-converted-space"> </span>impactor <span class="Apple-converted-space"> </span>parallels-virtualization-sdk <span class="Apple-converted-space"> </span>tidepool-uploader</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">buttercup<span class="Apple-converted-space"> </span>inav-configurator<span class="Apple-converted-space"> </span>parse<span class="Apple-converted-space"> </span>tifig</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">bwana<span class="Apple-converted-space"> </span>indigo <span class="Apple-converted-space"> </span>parsec <span class="Apple-converted-space"> </span>tiger-trade</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">c0re100-qbittorrent<span class="Apple-converted-space"> </span>infoflow <span class="Apple-converted-space"> </span>parsehub <span class="Apple-converted-space"> </span>tigervnc-viewer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cabal<span class="Apple-converted-space"> </span>inkdrop<span class="Apple-converted-space"> </span>particle-dev <span class="Apple-converted-space"> </span>tigervpn</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cacher <span class="Apple-converted-space"> </span>inky <span class="Apple-converted-space"> </span>password-gorilla <span class="Apple-converted-space"> </span>tikzit</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">caffeine <span class="Apple-converted-space"> </span>insomnia <span class="Apple-converted-space"> </span>pastebot <span class="Apple-converted-space"> </span>tiled</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cajviewer<span class="Apple-converted-space"> </span>insomnia-designer<span class="Apple-converted-space"> </span>path-finder<span class="Apple-converted-space"> </span>tiles</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cakebrew <span class="Apple-converted-space"> </span>inssider <span class="Apple-converted-space"> </span>pb <span class="Apple-converted-space"> </span>timche-gmail-desktop</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">calcservice<span class="Apple-converted-space"> </span>install-disk-creator <span class="Apple-converted-space"> </span>pcoipclient<span class="Apple-converted-space"> </span>time-lapse-assembler</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">calendar-366 <span class="Apple-converted-space"> </span>instant-articles-builder <span class="Apple-converted-space"> </span>pd <span class="Apple-converted-space"> </span>time-out</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">calibre<span class="Apple-converted-space"> </span>instasizer <span class="Apple-converted-space"> </span>pd-l2ork <span class="Apple-converted-space"> </span>timecamp</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">camed<span class="Apple-converted-space"> </span>insync <span class="Apple-converted-space"> </span>pdf-expert <span class="Apple-converted-space"> </span>timelane</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">camo-studio<span class="Apple-converted-space"> </span>integrity<span class="Apple-converted-space"> </span>pdf-over <span class="Apple-converted-space"> </span>timely</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">camtasia <span class="Apple-converted-space"> </span>intel-haxm <span class="Apple-converted-space"> </span>pdf-squeezer <span class="Apple-converted-space"> </span>timemator</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">camunda-modeler<span class="Apple-converted-space"> </span>intellij-idea<span class="Apple-converted-space"> </span>pdfelement <span class="Apple-converted-space"> </span>timer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">caprine<span class="Apple-converted-space"> </span>intellij-idea-ce <span class="Apple-converted-space"> </span>pdfelement-express <span class="Apple-converted-space"> </span>timestamp</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">captain<span class="Apple-converted-space"> </span>invesalius <span class="Apple-converted-space"> </span>pdfextractor <span class="Apple-converted-space"> </span>timeular</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">captin <span class="Apple-converted-space"> </span>invisiblix <span class="Apple-converted-space"> </span>pdfkey-pro <span class="Apple-converted-space"> </span>timing</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">caption<span class="Apple-converted-space"> </span>inxmail-professional <span class="Apple-converted-space"> </span>pdfpen <span class="Apple-converted-space"> </span>timings</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">capto<span class="Apple-converted-space"> </span>ionic-lab<span class="Apple-converted-space"> </span>pdfpenpro<span class="Apple-converted-space"> </span>tinderbox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">caramba-switcher <span class="Apple-converted-space"> </span>ioquake3 <span class="Apple-converted-space"> </span>pdfsam-basic <span class="Apple-converted-space"> </span>tinkerwell</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">carbon-copy-cloner <span class="Apple-converted-space"> </span>ios-app-signer <span class="Apple-converted-space"> </span>peakhour <span class="Apple-converted-space"> </span>tiny-player</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">caret<span class="Apple-converted-space"> </span>iota-wallet<span class="Apple-converted-space"> </span>penc <span class="Apple-converted-space"> </span>tinymediamanager</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cashnotify <span class="Apple-converted-space"> </span>ip-in-menu-bar <span class="Apple-converted-space"> </span>pencil2d <span class="Apple-converted-space"> </span>tipp10</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">catch<span class="Apple-converted-space"> </span>ipe<span class="Apple-converted-space"> </span>perimeter81<span class="Apple-converted-space"> </span>tla-plus-toolbox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cave-story <span class="Apple-converted-space"> </span>ipepresenter <span class="Apple-converted-space"> </span>permute<span class="Apple-converted-space"> </span>todometer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ccmenu <span class="Apple-converted-space"> </span>iphoto-library-manager <span class="Apple-converted-space"> </span>persepolis-download-manager<span class="Apple-converted-space"> </span>todos</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cctalk <span class="Apple-converted-space"> </span>iridient-developer <span class="Apple-converted-space"> </span>pext <span class="Apple-converted-space"> </span>todotxt</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cellery<span class="Apple-converted-space"> </span>iridium<span class="Apple-converted-space"> </span>pg-commander <span class="Apple-converted-space"> </span>tofu</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cellprofiler <span class="Apple-converted-space"> </span>iris <span class="Apple-converted-space"> </span>pgadmin4 <span class="Apple-converted-space"> </span>toggl-track</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cemu <span class="Apple-converted-space"> </span>iriunwebcam<span class="Apple-converted-space"> </span>phantomjs<span class="Apple-converted-space"> </span>toinane-colorpicker</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cerebro<span class="Apple-converted-space"> </span>isabelle <span class="Apple-converted-space"> </span>phoenix<span class="Apple-converted-space"> </span>tomighty</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cernbox<span class="Apple-converted-space"> </span>ishowu <span class="Apple-converted-space"> </span>phoenix-slides <span class="Apple-converted-space"> </span>tongbu</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chalk<span class="Apple-converted-space"> </span>ishowu-instant <span class="Apple-converted-space"> </span>phonebrowse<span class="Apple-converted-space"> </span>toolreleases</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">charles<span class="Apple-converted-space"> </span>istat-menus<span class="Apple-converted-space"> </span>phoneclean <span class="Apple-converted-space"> </span>toontown-rewritten</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">charlessoft-timetracker<span class="Apple-converted-space"> </span>istat-server <span class="Apple-converted-space"> </span>phonegap <span class="Apple-converted-space"> </span>topcat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chatmate-for-facebook<span class="Apple-converted-space"> </span>iswiff <span class="Apple-converted-space"> </span>phonerescue<span class="Apple-converted-space"> </span>toptracker</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chatmate-for-whatsapp<span class="Apple-converted-space"> </span>itau <span class="Apple-converted-space"> </span>phonetrans <span class="Apple-converted-space"> </span>tor-browser</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chatology<span class="Apple-converted-space"> </span>itch <span class="Apple-converted-space"> </span>photoninja <span class="Apple-converted-space"> </span>torguard</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chatty <span class="Apple-converted-space"> </span>iterm2 <span class="Apple-converted-space"> </span>photosweeper-x <span class="Apple-converted-space"> </span>torrent-file-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chatwork <span class="Apple-converted-space"> </span>ithoughtsx <span class="Apple-converted-space"> </span>phpstorm <span class="Apple-converted-space"> </span>tortoisehg</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cheatsheet <span class="Apple-converted-space"> </span>itk-snap <span class="Apple-converted-space"> </span>physicseditor<span class="Apple-converted-space"> </span>touch-bar-pong</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">checkra1n<span class="Apple-converted-space"> </span>itools <span class="Apple-converted-space"> </span>pibakery <span class="Apple-converted-space"> </span>touchosc-bridge</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cheetah3d<span class="Apple-converted-space"> </span>itrash <span class="Apple-converted-space"> </span>piezo<span class="Apple-converted-space"> </span>touchosc-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chef-workstation <span class="Apple-converted-space"> </span>itsycal<span class="Apple-converted-space"> </span>pine <span class="Apple-converted-space"> </span>touchswitcher</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chemdoodle <span class="Apple-converted-space"> </span>itubedownloader<span class="Apple-converted-space"> </span>pineapple<span class="Apple-converted-space"> </span>tower</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chessx <span class="Apple-converted-space"> </span>itunes-volume-control<span class="Apple-converted-space"> </span>pinegrow <span class="Apple-converted-space"> </span>townwifi</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chirp<span class="Apple-converted-space"> </span>ivideonclient<span class="Apple-converted-space"> </span>pingid <span class="Apple-converted-space"> </span>trader-workstation</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">choosy <span class="Apple-converted-space"> </span>ivideonserver<span class="Apple-converted-space"> </span>pingmenu <span class="Apple-converted-space"> </span>trailer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chrome-remote-desktop-host <span class="Apple-converted-space"> </span>ivolume<span class="Apple-converted-space"> </span>pingplotter<span class="Apple-converted-space"> </span>trainerroad</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chromedriver <span class="Apple-converted-space"> </span>ivpn <span class="Apple-converted-space"> </span>pins <span class="Apple-converted-space"> </span>transcribe</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chromium <span class="Apple-converted-space"> </span>izip <span class="Apple-converted-space"> </span>pinta<span class="Apple-converted-space"> </span>transmission</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chronicle<span class="Apple-converted-space"> </span>jabref <span class="Apple-converted-space"> </span>piskel <span class="Apple-converted-space"> </span>transmit</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chronos<span class="Apple-converted-space"> </span>jabt-flow<span class="Apple-converted-space"> </span>pitch<span class="Apple-converted-space"> </span>transnomino</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chronosync <span class="Apple-converted-space"> </span>jaikoz <span class="Apple-converted-space"> </span>pitchperfect <span class="Apple-converted-space"> </span>transocks</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">chronycontrol<span class="Apple-converted-space"> </span>jalbum <span class="Apple-converted-space"> </span>pixelpeeper<span class="Apple-converted-space"> </span>transtype</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cinebench<span class="Apple-converted-space"> </span>jameica<span class="Apple-converted-space"> </span>pixelsnap<span class="Apple-converted-space"> </span>trash-it</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cisco-proximity<span class="Apple-converted-space"> </span>jamf-migrator<span class="Apple-converted-space"> </span>pixelstick <span class="Apple-converted-space"> </span>treesheets</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cisdem-data-recovery <span class="Apple-converted-space"> </span>jami <span class="Apple-converted-space"> </span>plain-clip <span class="Apple-converted-space"> </span>tresorit</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cisdem-document-reader <span class="Apple-converted-space"> </span>jamulus<span class="Apple-converted-space"> </span>plan <span class="Apple-converted-space"> </span>trezor-bridge</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cisdem-pdf-converter-ocr <span class="Apple-converted-space"> </span>jandi<span class="Apple-converted-space"> </span>play <span class="Apple-converted-space"> </span>tribler</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cisdem-pdfmanagerultimate<span class="Apple-converted-space"> </span>jasp <span class="Apple-converted-space"> </span>playback <span class="Apple-converted-space"> </span>trilium-notes</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">citra<span class="Apple-converted-space"> </span>jasper <span class="Apple-converted-space"> </span>playmemories-home<span class="Apple-converted-space"> </span>trim-enabler</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cityofzion-neon<span class="Apple-converted-space"> </span>jbrowse<span class="Apple-converted-space"> </span>plex <span class="Apple-converted-space"> </span>trinity</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ckan <span class="Apple-converted-space"> </span>jcryptool<span class="Apple-converted-space"> </span>plex-media-server<span class="Apple-converted-space"> </span>triplecheese</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ckb-next <span class="Apple-converted-space"> </span>jd-gui <span class="Apple-converted-space"> </span>plexamp<span class="Apple-converted-space"> </span>tripmode</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clamxav<span class="Apple-converted-space"> </span>jedit<span class="Apple-converted-space"> </span>pliim<span class="Apple-converted-space"> </span>trolcommander</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clash-for-windows<span class="Apple-converted-space"> </span>jedit-omega<span class="Apple-converted-space"> </span>plistedit-pro<span class="Apple-converted-space"> </span>tropy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clashx <span class="Apple-converted-space"> </span>jeromelebel-mongohub <span class="Apple-converted-space"> </span>plotdigitizer<span class="Apple-converted-space"> </span>trufont</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">classicftp <span class="Apple-converted-space"> </span>jet<span class="Apple-converted-space"> </span>plover <span class="Apple-converted-space"> </span>tunein</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">classroom-assistant<span class="Apple-converted-space"> </span>jetbrains-space<span class="Apple-converted-space"> </span>pock <span class="Apple-converted-space"> </span>tuneskit-m4v-converter</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cleanmymac <span class="Apple-converted-space"> </span>jetbrains-toolbox<span class="Apple-converted-space"> </span>pocket-casts <span class="Apple-converted-space"> </span>tunnelbear</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cleanshot<span class="Apple-converted-space"> </span>jgrasp <span class="Apple-converted-space"> </span>podolski <span class="Apple-converted-space"> </span>tunnelblick</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clementine <span class="Apple-converted-space"> </span>jiggler<span class="Apple-converted-space"> </span>poedit <span class="Apple-converted-space"> </span>tuntap</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clickcharts<span class="Apple-converted-space"> </span>jitsi<span class="Apple-converted-space"> </span>poi<span class="Apple-converted-space"> </span>tuple</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clion<span class="Apple-converted-space"> </span>joinme <span class="Apple-converted-space"> </span>pokemon-showdown <span class="Apple-converted-space"> </span>turbo-boost-switcher</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clip-studio-paint<span class="Apple-converted-space"> </span>jollysfastvnc<span class="Apple-converted-space"> </span>pokerstars <span class="Apple-converted-space"> </span>turbovnc-viewer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clipbuddy<span class="Apple-converted-space"> </span>joplin <span class="Apple-converted-space"> </span>pokerth<span class="Apple-converted-space"> </span>turtl</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clipgrab <span class="Apple-converted-space"> </span>josm <span class="Apple-converted-space"> </span>polar-bookshelf<span class="Apple-converted-space"> </span>tusk</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clipy<span class="Apple-converted-space"> </span>journey<span class="Apple-converted-space"> </span>polycom-realpresence <span class="Apple-converted-space"> </span>tutanota</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clix <span class="Apple-converted-space"> </span>jprofiler<span class="Apple-converted-space"> </span>polymail <span class="Apple-converted-space"> </span>tv-browser</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cljstyle <span class="Apple-converted-space"> </span>jqbx <span class="Apple-converted-space"> </span>pomello<span class="Apple-converted-space"> </span>tvrenamer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clockify <span class="Apple-converted-space"> </span>jtool2 <span class="Apple-converted-space"> </span>pomotodo <span class="Apple-converted-space"> </span>tweetbot</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clonk<span class="Apple-converted-space"> </span>jubler <span class="Apple-converted-space"> </span>popchar<span class="Apple-converted-space"> </span>tweeten</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cloud-pbx<span class="Apple-converted-space"> </span>juicebar <span class="Apple-converted-space"> </span>popclip<span class="Apple-converted-space"> </span>twilioquest</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cloudapp <span class="Apple-converted-space"> </span>julia<span class="Apple-converted-space"> </span>popo <span class="Apple-converted-space"> </span>twine</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cloudcompare <span class="Apple-converted-space"> </span>jump <span class="Apple-converted-space"> </span>popsql <span class="Apple-converted-space"> </span>twitch</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cloudflare-warp<span class="Apple-converted-space"> </span>jumpcut<span class="Apple-converted-space"> </span>portfolioperformance <span class="Apple-converted-space"> </span>tyke</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cloudmounter <span class="Apple-converted-space"> </span>jumpshare<span class="Apple-converted-space"> </span>porting-kit<span class="Apple-converted-space"> </span>typeface</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cloudup<span class="Apple-converted-space"> </span>jupyter-notebook-ql<span class="Apple-converted-space"> </span>postbox<span class="Apple-converted-space"> </span>typinator</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">clover-configurator<span class="Apple-converted-space"> </span>kactus <span class="Apple-converted-space"> </span>posterazor <span class="Apple-converted-space"> </span>typora</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cmake<span class="Apple-converted-space"> </span>kafka-tool <span class="Apple-converted-space"> </span>postgres <span class="Apple-converted-space"> </span>tysimulator</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cncjs<span class="Apple-converted-space"> </span>kakapo <span class="Apple-converted-space"> </span>postico<span class="Apple-converted-space"> </span>uberconference</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cncnet <span class="Apple-converted-space"> </span>kaku <span class="Apple-converted-space"> </span>postman<span class="Apple-converted-space"> </span>uc-one</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coccinellida <span class="Apple-converted-space"> </span>kaleidoscope <span class="Apple-converted-space"> </span>powder <span class="Apple-converted-space"> </span>ueli</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coccoc <span class="Apple-converted-space"> </span>kap<span class="Apple-converted-space"> </span>powder-player<span class="Apple-converted-space"> </span>ui-browser</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cockatrice <span class="Apple-converted-space"> </span>karabiner-elements <span class="Apple-converted-space"> </span>powerpanel <span class="Apple-converted-space"> </span>ukelele</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cocktail <span class="Apple-converted-space"> </span>katalon-studio <span class="Apple-converted-space"> </span>powerphotos<span class="Apple-converted-space"> </span>ultimaker-cura</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cocoapods<span class="Apple-converted-space"> </span>kdiff3 <span class="Apple-converted-space"> </span>powershell <span class="Apple-converted-space"> </span>ultimate</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cocoarestclient<span class="Apple-converted-space"> </span>keep-it<span class="Apple-converted-space"> </span>praat<span class="Apple-converted-space"> </span>ultrastardeluxe</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coconutbattery <span class="Apple-converted-space"> </span>keepassxc<span class="Apple-converted-space"> </span>pref-setter<span class="Apple-converted-space"> </span>unclutter</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">code-notes <span class="Apple-converted-space"> </span>keeper-password-manager<span class="Apple-converted-space"> </span>preform<span class="Apple-converted-space"> </span>uncolored</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">code42-crashplan <span class="Apple-converted-space"> </span>keepingyouawake<span class="Apple-converted-space"> </span>pretzel<span class="Apple-converted-space"> </span>unetbootin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">codelite <span class="Apple-converted-space"> </span>keeweb <span class="Apple-converted-space"> </span>prey <span class="Apple-converted-space"> </span>unified-remote</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coderunner <span class="Apple-converted-space"> </span>keka <span class="Apple-converted-space"> </span>prezi-next <span class="Apple-converted-space"> </span>unison</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">codespace<span class="Apple-converted-space"> </span>kext-updater <span class="Apple-converted-space"> </span>principle<span class="Apple-converted-space"> </span>unite</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">collabshot <span class="Apple-converted-space"> </span>kextviewr<span class="Apple-converted-space"> </span>printopia<span class="Apple-converted-space"> </span>unity</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">color-oracle <span class="Apple-converted-space"> </span>key-codes<span class="Apple-converted-space"> </span>prismatik<span class="Apple-converted-space"> </span>unity-android-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">colorchecker-camera-calibration<span class="Apple-converted-space"> </span>keyboard-cleaner <span class="Apple-converted-space"> </span>pritunl<span class="Apple-converted-space"> </span>unity-hub</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">colorpicker-developer<span class="Apple-converted-space"> </span>keyboard-lock<span class="Apple-converted-space"> </span>private-eye<span class="Apple-converted-space"> </span>unity-ios-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">colorpicker-propicker<span class="Apple-converted-space"> </span>keyboard-maestro <span class="Apple-converted-space"> </span>private-internet-access<span class="Apple-converted-space"> </span>unity-lumin-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">colorpicker-skalacolor <span class="Apple-converted-space"> </span>keyboardcleantool<span class="Apple-converted-space"> </span>privatetunnel<span class="Apple-converted-space"> </span>unity-webgl-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">colorsnapper <span class="Apple-converted-space"> </span>keymanager <span class="Apple-converted-space"> </span>privatevpn <span class="Apple-converted-space"> </span>unity-windows-support-for-editor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">colortester<span class="Apple-converted-space"> </span>keypad-layout<span class="Apple-converted-space"> </span>prizmo <span class="Apple-converted-space"> </span>universal-media-server</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">colour-contrast-analyser <span class="Apple-converted-space"> </span>keyshot<span class="Apple-converted-space"> </span>pro-fit<span class="Apple-converted-space"> </span>unlox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">comma-chameleon<span class="Apple-converted-space"> </span>keysmith <span class="Apple-converted-space"> </span>processing <span class="Apple-converted-space"> </span>unnaturalscrollwheels</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">command-tab-plus <span class="Apple-converted-space"> </span>keystore-explorer<span class="Apple-converted-space"> </span>proclaim <span class="Apple-converted-space"> </span>unpkg</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">commander-one<span class="Apple-converted-space"> </span>kicad<span class="Apple-converted-space"> </span>product-hunt <span class="Apple-converted-space"> </span>unshaky</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">commandq <span class="Apple-converted-space"> </span>kid3 <span class="Apple-converted-space"> </span>profind<span class="Apple-converted-space"> </span>upic</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">connectiq<span class="Apple-converted-space"> </span>kindle <span class="Apple-converted-space"> </span>project-slippi-dolphin <span class="Apple-converted-space"> </span>upm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">console<span class="Apple-converted-space"> </span>kindle-comic-creator <span class="Apple-converted-space"> </span>projectlibre <span class="Apple-converted-space"> </span>upwork</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">continuity-activation-tool <span class="Apple-converted-space"> </span>kindle-previewer <span class="Apple-converted-space"> </span>propresenter <span class="Apple-converted-space"> </span>usb-overdrive</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">controllermate <span class="Apple-converted-space"> </span>kinza<span class="Apple-converted-space"> </span>prosys-opc-ua-browser<span class="Apple-converted-space"> </span>use-engine</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">controlplane <span class="Apple-converted-space"> </span>kite <span class="Apple-converted-space"> </span>protege<span class="Apple-converted-space"> </span>usenapp</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cookie <span class="Apple-converted-space"> </span>kitematic<span class="Apple-converted-space"> </span>protonmail-bridge<span class="Apple-converted-space"> </span>utools</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">copyclip <span class="Apple-converted-space"> </span>kitty<span class="Apple-converted-space"> </span>protonvpn<span class="Apple-converted-space"> </span>utox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">copyq<span class="Apple-converted-space"> </span>klatexformula<span class="Apple-converted-space"> </span>protopie <span class="Apple-converted-space"> </span>uu-booster</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">copytranslator <span class="Apple-converted-space"> </span>klayout<span class="Apple-converted-space"> </span>prowritingaid<span class="Apple-converted-space"> </span>v2rayx</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coqide <span class="Apple-converted-space"> </span>klogg<span class="Apple-converted-space"> </span>proxifier<span class="Apple-converted-space"> </span>vagrant</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cord <span class="Apple-converted-space"> </span>klokki <span class="Apple-converted-space"> </span>proximity<span class="Apple-converted-space"> </span>vagrant-manager</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">corona-tracker <span class="Apple-converted-space"> </span>knime<span class="Apple-converted-space"> </span>proxyman <span class="Apple-converted-space"> </span>vagrant-vmware-utility</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coteditor<span class="Apple-converted-space"> </span>knock<span class="Apple-converted-space"> </span>prudent<span class="Apple-converted-space"> </span>valentina-studio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">couchpotato<span class="Apple-converted-space"> </span>knockknock <span class="Apple-converted-space"> </span>prusaslicer<span class="Apple-converted-space"> </span>vallum</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">coverload<span class="Apple-converted-space"> </span>knotes <span class="Apple-converted-space"> </span>psi<span class="Apple-converted-space"> </span>vanilla</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cozy-drive <span class="Apple-converted-space"> </span>knox <span class="Apple-converted-space"> </span>psi-plus <span class="Apple-converted-space"> </span>vapor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cpuinfo<span class="Apple-converted-space"> </span>koa11y <span class="Apple-converted-space"> </span>psychopy <span class="Apple-converted-space"> </span>vassal</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">craft<span class="Apple-converted-space"> </span>koala<span class="Apple-converted-space"> </span>publii <span class="Apple-converted-space"> </span>vellum</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">craftmanager <span class="Apple-converted-space"> </span>kobo <span class="Apple-converted-space"> </span>publish-or-perish<span class="Apple-converted-space"> </span>veracrypt</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">creepy <span class="Apple-converted-space"> </span>kode54-cog <span class="Apple-converted-space"> </span>pulse-sms<span class="Apple-converted-space"> </span>vesta</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">criptext <span class="Apple-converted-space"> </span>kodelife <span class="Apple-converted-space"> </span>puppetry <span class="Apple-converted-space"> </span>veusz</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cronnix<span class="Apple-converted-space"> </span>komet<span class="Apple-converted-space"> </span>purei-play <span class="Apple-converted-space"> </span>via</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">crossover<span class="Apple-converted-space"> </span>koodo-reader <span class="Apple-converted-space"> </span>purevpn<span class="Apple-converted-space"> </span>viber</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cryptomator<span class="Apple-converted-space"> </span>kotlin-native<span class="Apple-converted-space"> </span>puush<span class="Apple-converted-space"> </span>vidcutter</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">crystalmaker <span class="Apple-converted-space"> </span>krita<span class="Apple-converted-space"> </span>puzzles<span class="Apple-converted-space"> </span>videostream</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cubicsdr <span class="Apple-converted-space"> </span>ksdiff <span class="Apple-converted-space"> </span>pycharm<span class="Apple-converted-space"> </span>vienna</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cuda-z <span class="Apple-converted-space"> </span>ksnip<span class="Apple-converted-space"> </span>pycharm-ce <span class="Apple-converted-space"> </span>vimr</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cumulus<span class="Apple-converted-space"> </span>kstars <span class="Apple-converted-space"> </span>pycharm-ce-with-anaconda-plugin<span class="Apple-converted-space"> </span>vip-access</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cura-lulzbot <span class="Apple-converted-space"> </span>kube-forwarder <span class="Apple-converted-space"> </span>pycharm-edu<span class="Apple-converted-space"> </span>vipriser</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">curio<span class="Apple-converted-space"> </span>kubernetic <span class="Apple-converted-space"> </span>pycharm-with-anaconda-plugin <span class="Apple-converted-space"> </span>virtualbox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cursorsense<span class="Apple-converted-space"> </span>kui<span class="Apple-converted-space"> </span>pyfa <span class="Apple-converted-space"> </span>virtualc64</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cutter <span class="Apple-converted-space"> </span>lando<span class="Apple-converted-space"> </span>pym-player <span class="Apple-converted-space"> </span>virtualgl</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cyberduck<span class="Apple-converted-space"> </span>lantern<span class="Apple-converted-space"> </span>pynsource<span class="Apple-converted-space"> </span>virtualhere</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cycling74-max<span class="Apple-converted-space"> </span>laravel-kit<span class="Apple-converted-space"> </span>pyzo <span class="Apple-converted-space"> </span>virtualhereserver</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">cytoscape<span class="Apple-converted-space"> </span>lark <span class="Apple-converted-space"> </span>qbittorrent<span class="Apple-converted-space"> </span>viscosity</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">daedalus-mainnet <span class="Apple-converted-space"> </span>lastpass <span class="Apple-converted-space"> </span>qblocker <span class="Apple-converted-space"> </span>visit</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">daisydisk<span class="Apple-converted-space"> </span>latest <span class="Apple-converted-space"> </span>qbserve<span class="Apple-converted-space"> </span>visual</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dangerzone <span class="Apple-converted-space"> </span>latexdraw<span class="Apple-converted-space"> </span>qcma <span class="Apple-converted-space"> </span>visual-paradigm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">darktable<span class="Apple-converted-space"> </span>launchcontrol<span class="Apple-converted-space"> </span>qctools<span class="Apple-converted-space"> </span>visual-paradigm-ce</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dash-dash<span class="Apple-converted-space"> </span>launchpad-manager<span class="Apple-converted-space"> </span>qdslrdashboard <span class="Apple-converted-space"> </span>visual-studio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dashcam-viewer <span class="Apple-converted-space"> </span>laverna<span class="Apple-converted-space"> </span>qfinder-pro<span class="Apple-converted-space"> </span>visual-studio-code</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dashlane <span class="Apple-converted-space"> </span>lazarus<span class="Apple-converted-space"> </span>qgis <span class="Apple-converted-space"> </span>visualboyadvance-m</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dat<span class="Apple-converted-space"> </span>lazpaint <span class="Apple-converted-space"> </span>qgroundcontrol <span class="Apple-converted-space"> </span>visualvm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">data-rescue<span class="Apple-converted-space"> </span>lazy <span class="Apple-converted-space"> </span>qiyimedia<span class="Apple-converted-space"> </span>vitalsource-bookshelf</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">data-science-studio<span class="Apple-converted-space"> </span>lbry <span class="Apple-converted-space"> </span>qlcolorcode<span class="Apple-converted-space"> </span>vitamin-r</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">datadog-agent<span class="Apple-converted-space"> </span>league-displays<span class="Apple-converted-space"> </span>qlimagesize<span class="Apple-converted-space"> </span>vivaldi</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">datagraph<span class="Apple-converted-space"> </span>league-of-legends<span class="Apple-converted-space"> </span>qlmarkdown <span class="Apple-converted-space"> </span>vk-messenger</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">datagrip <span class="Apple-converted-space"> </span>leanote<span class="Apple-converted-space"> </span>qlstephen<span class="Apple-converted-space"> </span>vmpk</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">datazenit<span class="Apple-converted-space"> </span>ledger-live<span class="Apple-converted-space"> </span>qnapi<span class="Apple-converted-space"> </span>vmware-fusion</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">datovka<span class="Apple-converted-space"> </span>leech<span class="Apple-converted-space"> </span>qobuz<span class="Apple-converted-space"> </span>vnote</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">datweatherdoe<span class="Apple-converted-space"> </span>lego-mindstorms-ev3<span class="Apple-converted-space"> </span>qownnotes<span class="Apple-converted-space"> </span>voicemac</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">davmail<span class="Apple-converted-space"> </span>lehreroffice <span class="Apple-converted-space"> </span>qq <span class="Apple-converted-space"> </span>volt</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">db-browser-for-sqlite<span class="Apple-converted-space"> </span>lektor <span class="Apple-converted-space"> </span>qqbrowser<span class="Apple-converted-space"> </span>voodoopad</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dbeaver-community<span class="Apple-converted-space"> </span>lelivrescolairefr<span class="Apple-converted-space"> </span>qqlive <span class="Apple-converted-space"> </span>voov-meeting</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dbeaver-enterprise <span class="Apple-converted-space"> </span>lens <span class="Apple-converted-space"> </span>qqmacmgr <span class="Apple-converted-space"> </span>vorta</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dbglass<span class="Apple-converted-space"> </span>lepton <span class="Apple-converted-space"> </span>qqmusic<span class="Apple-converted-space"> </span>vox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dbkoda <span class="Apple-converted-space"> </span>librecad <span class="Apple-converted-space"> </span>qt-creator <span class="Apple-converted-space"> </span>vox-preferences-pane</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dbngin <span class="Apple-converted-space"> </span>libreoffice<span class="Apple-converted-space"> </span>qt-design-studio <span class="Apple-converted-space"> </span>vpn-enabler</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dbschema <span class="Apple-converted-space"> </span>libreoffice-language-pack<span class="Apple-converted-space"> </span>qtox <span class="Apple-converted-space"> </span>vrew</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dbvisualizer <span class="Apple-converted-space"> </span>licensed <span class="Apple-converted-space"> </span>qtpass <span class="Apple-converted-space"> </span>vscodium</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dcommander <span class="Apple-converted-space"> </span>liclipse <span class="Apple-converted-space"> </span>qtspim <span class="Apple-converted-space"> </span>vsee</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dcp-o-matic<span class="Apple-converted-space"> </span>lidarr <span class="Apple-converted-space"> </span>qtum <span class="Apple-converted-space"> </span>vu</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dcp-o-matic-batch-converter<span class="Apple-converted-space"> </span>lifesize <span class="Apple-converted-space"> </span>qtvlm<span class="Apple-converted-space"> </span>vuescan</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dcp-o-matic-encode-server<span class="Apple-converted-space"> </span>lightgallery <span class="Apple-converted-space"> </span>quail<span class="Apple-converted-space"> </span>vyprvpn</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dcp-o-matic-kdm-creator<span class="Apple-converted-space"> </span>lightproxy <span class="Apple-converted-space"> </span>quakespasm <span class="Apple-converted-space"> </span>vysor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dcp-o-matic-player <span class="Apple-converted-space"> </span>lighttable <span class="Apple-converted-space"> </span>quassel<span class="Apple-converted-space"> </span>wallpaper-wizard</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dcv-viewer <span class="Apple-converted-space"> </span>lincastor<span class="Apple-converted-space"> </span>quaternion <span class="Apple-converted-space"> </span>waltr</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ddnet<span class="Apple-converted-space"> </span>line-bot-designer<span class="Apple-converted-space"> </span>querious <span class="Apple-converted-space"> </span>wanna</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deathtodsstore <span class="Apple-converted-space"> </span>linear <span class="Apple-converted-space"> </span>querypie <span class="Apple-converted-space"> </span>warzone-2100</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">debookee <span class="Apple-converted-space"> </span>linear-linear<span class="Apple-converted-space"> </span>quickbooks-online<span class="Apple-converted-space"> </span>wasabi-wallet</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deckset<span class="Apple-converted-space"> </span>lingo<span class="Apple-converted-space"> </span>quicken<span class="Apple-converted-space"> </span>waterfox-classic</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deco <span class="Apple-converted-space"> </span>lingon-x <span class="Apple-converted-space"> </span>quickhue <span class="Apple-converted-space"> </span>wavebox</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deepgit<span class="Apple-converted-space"> </span>linphone <span class="Apple-converted-space"> </span>quickkeyextension<span class="Apple-converted-space"> </span>waves-central</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deepl<span class="Apple-converted-space"> </span>listen1<span class="Apple-converted-space"> </span>quicksync<span class="Apple-converted-space"> </span>weakauras-companion</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deepstream <span class="Apple-converted-space"> </span>little-snitch<span class="Apple-converted-space"> </span>quickwords <span class="Apple-converted-space"> </span>webarchiveextractor</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deezer <span class="Apple-converted-space"> </span>liya <span class="Apple-converted-space"> </span>quip <span class="Apple-converted-space"> </span>webcamoid</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">default-folder-x <span class="Apple-converted-space"> </span>lmms <span class="Apple-converted-space"> </span>quitter<span class="Apple-converted-space"> </span>webcatalog</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">delayedlauncher<span class="Apple-converted-space"> </span>loading<span class="Apple-converted-space"> </span>quodlibet<span class="Apple-converted-space"> </span>webots</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deltachat<span class="Apple-converted-space"> </span>loaf <span class="Apple-converted-space"> </span>qutebrowser<span class="Apple-converted-space"> </span>webplotdigitizer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deltawalker<span class="Apple-converted-space"> </span>local<span class="Apple-converted-space"> </span>qv2ray <span class="Apple-converted-space"> </span>webpquicklook</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">deluge <span class="Apple-converted-space"> </span>localdev <span class="Apple-converted-space"> </span>qxmledit <span class="Apple-converted-space"> </span>website-watchman</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dendroscope<span class="Apple-converted-space"> </span>localizationeditor <span class="Apple-converted-space"> </span>r-name <span class="Apple-converted-space"> </span>webstorm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">desktoputility <span class="Apple-converted-space"> </span>lockdown <span class="Apple-converted-space"> </span>rabbitmq <span class="Apple-converted-space"> </span>webtorrent</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">detectx-swift<span class="Apple-converted-space"> </span>locklizard-safeguard-viewer<span class="Apple-converted-space"> </span>race-into-space<span class="Apple-converted-space"> </span>wechat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">detexify <span class="Apple-converted-space"> </span>lockrattler<span class="Apple-converted-space"> </span>radarr <span class="Apple-converted-space"> </span>wechatwebdevtools</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">devonagent <span class="Apple-converted-space"> </span>lofi <span class="Apple-converted-space"> </span>radiant-player <span class="Apple-converted-space"> </span>wechatwork</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">devonthink <span class="Apple-converted-space"> </span>logdna-agent <span class="Apple-converted-space"> </span>raiderio <span class="Apple-converted-space"> </span>weiyun</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dexed<span class="Apple-converted-space"> </span>logdna-cli <span class="Apple-converted-space"> </span>raindropio <span class="Apple-converted-space"> </span>weka</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dhs<span class="Apple-converted-space"> </span>loginputmac<span class="Apple-converted-space"> </span>rambox <span class="Apple-converted-space"> </span>welly</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dia<span class="Apple-converted-space"> </span>logisim<span class="Apple-converted-space"> </span>ransomwhere<span class="Apple-converted-space"> </span>wercker-cli</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dialpad<span class="Apple-converted-space"> </span>logitech-presentation<span class="Apple-converted-space"> </span>rapidminer-studio<span class="Apple-converted-space"> </span>whale</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">diashapes<span class="Apple-converted-space"> </span>logmein-client <span class="Apple-converted-space"> </span>rapidweaver<span class="Apple-converted-space"> </span>whalebird</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dictater <span class="Apple-converted-space"> </span>logmein-hamachi<span class="Apple-converted-space"> </span>rar<span class="Apple-converted-space"> </span>whatroute</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dictcc-en-de-dictionary-plugin <span class="Apple-converted-space"> </span>logos<span class="Apple-converted-space"> </span>raspberry-pi-imager<span class="Apple-converted-space"> </span>whatsapp</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dictionaries <span class="Apple-converted-space"> </span>loom <span class="Apple-converted-space"> </span>raven<span class="Apple-converted-space"> </span>whatsize</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">difffork <span class="Apple-converted-space"> </span>loopback <span class="Apple-converted-space"> </span>raven-reader <span class="Apple-converted-space"> </span>whatsyoursign</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">digikam<span class="Apple-converted-space"> </span>losslesscut<span class="Apple-converted-space"> </span>raw-photo-processor<span class="Apple-converted-space"> </span>whoozle-android-file-transfer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dingtalk <span class="Apple-converted-space"> </span>love <span class="Apple-converted-space"> </span>razorsql <span class="Apple-converted-space"> </span>wickrme</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">discord<span class="Apple-converted-space"> </span>lrtimelapse<span class="Apple-converted-space"> </span>rclone-browser <span class="Apple-converted-space"> </span>widelands</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">disk-arbitrator<span class="Apple-converted-space"> </span>ltspice<span class="Apple-converted-space"> </span>rcse <span class="Apple-converted-space"> </span>wifi-explorer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">disk-drill <span class="Apple-converted-space"> </span>lulu <span class="Apple-converted-space"> </span>react-native-debugger<span class="Apple-converted-space"> </span>wifispoof</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">diskcatalogmaker <span class="Apple-converted-space"> </span>lumen<span class="Apple-converted-space"> </span>react-proto<span class="Apple-converted-space"> </span>winclone</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">diskmaker-x<span class="Apple-converted-space"> </span>luminance-hdr<span class="Apple-converted-space"> </span>react-studio <span class="Apple-converted-space"> </span>windocd</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">displaperture<span class="Apple-converted-space"> </span>luxmark<span class="Apple-converted-space"> </span>realforce<span class="Apple-converted-space"> </span>window-switch</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">displaycal <span class="Apple-converted-space"> </span>luyten <span class="Apple-converted-space"> </span>reaper <span class="Apple-converted-space"> </span>windows95</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">displays <span class="Apple-converted-space"> </span>lx-music <span class="Apple-converted-space"> </span>recaf<span class="Apple-converted-space"> </span>winds</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dissenter-browser<span class="Apple-converted-space"> </span>lyn<span class="Apple-converted-space"> </span>receiptquicklook <span class="Apple-converted-space"> </span>wine-stable</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">djv<span class="Apple-converted-space"> </span>lynkeos<span class="Apple-converted-space"> </span>receipts <span class="Apple-converted-space"> </span>wingpersonal</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">djview <span class="Apple-converted-space"> </span>lynx <span class="Apple-converted-space"> </span>recents<span class="Apple-converted-space"> </span>wings3d</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dmm-player <span class="Apple-converted-space"> </span>lyx<span class="Apple-converted-space"> </span>recordit <span class="Apple-converted-space"> </span>wire</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">do-not-disturb <span class="Apple-converted-space"> </span>macbreakz<span class="Apple-converted-space"> </span>recovery-disk-assistant<span class="Apple-converted-space"> </span>wireframe-sketcher</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">docker <span class="Apple-converted-space"> </span>macclean <span class="Apple-converted-space"> </span>rectangle<span class="Apple-converted-space"> </span>wireshark</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">docker-toolbox <span class="Apple-converted-space"> </span>maccpuid <span class="Apple-converted-space"> </span>red-eye<span class="Apple-converted-space"> </span>witch</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dockstation<span class="Apple-converted-space"> </span>maccy<span class="Apple-converted-space"> </span>redeclipse <span class="Apple-converted-space"> </span>wkhtmltopdf</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dogecoin <span class="Apple-converted-space"> </span>macdive<span class="Apple-converted-space"> </span>redis<span class="Apple-converted-space"> </span>wonderfultools-screensaver</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">domainbrain<span class="Apple-converted-space"> </span>macdjview<span class="Apple-converted-space"> </span>redisinsight <span class="Apple-converted-space"> </span>wondershare-filmora</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dosbox <span class="Apple-converted-space"> </span>macdown<span class="Apple-converted-space"> </span>refined-github-safari<span class="Apple-converted-space"> </span>wondershare-uniconverter</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dosbox-x <span class="Apple-converted-space"> </span>macgamestore <span class="Apple-converted-space"> </span>regexhibit <span class="Apple-converted-space"> </span>wordpresscom</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">doteditor<span class="Apple-converted-space"> </span>machacha <span class="Apple-converted-space"> </span>reggy<span class="Apple-converted-space"> </span>wordservice</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dotnet-sdk <span class="Apple-converted-space"> </span>machoview<span class="Apple-converted-space"> </span>reikey <span class="Apple-converted-space"> </span>workflowy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">double-commander <span class="Apple-converted-space"> </span>maciasl<span class="Apple-converted-space"> </span>rekordbox<span class="Apple-converted-space"> </span>workplace-chat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">doubletwist<span class="Apple-converted-space"> </span>macintosh-explorer <span class="Apple-converted-space"> </span>rember <span class="Apple-converted-space"> </span>wormhole</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">downie <span class="Apple-converted-space"> </span>macjournal <span class="Apple-converted-space"> </span>remember-the-milk<span class="Apple-converted-space"> </span>wowmatrix</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dragthing<span class="Apple-converted-space"> </span>macpar-deluxe<span class="Apple-converted-space"> </span>remote-buddy <span class="Apple-converted-space"> </span>wpsoffice</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">drama<span class="Apple-converted-space"> </span>macpass<span class="Apple-converted-space"> </span>remote-desktop-manager <span class="Apple-converted-space"> </span>wrike</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">drawbot<span class="Apple-converted-space"> </span>macpilot <span class="Apple-converted-space"> </span>remote-desktop-manager-free<span class="Apple-converted-space"> </span>writefull</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">drawio <span class="Apple-converted-space"> </span>macs-fan-control <span class="Apple-converted-space"> </span>remoteviewer <span class="Apple-converted-space"> </span>wwdc</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dremel-slicer<span class="Apple-converted-space"> </span>macsvg <span class="Apple-converted-space"> </span>remotix-agent<span class="Apple-converted-space"> </span>x-mirage</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">drivedx<span class="Apple-converted-space"> </span>macterm<span class="Apple-converted-space"> </span>renamer<span class="Apple-converted-space"> </span>x-moto</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">drivethrurpg <span class="Apple-converted-space"> </span>mactex <span class="Apple-converted-space"> </span>rescuetime <span class="Apple-converted-space"> </span>x-swiftformat</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">droidid<span class="Apple-converted-space"> </span>mactex-no-gui<span class="Apple-converted-space"> </span>resolume-arena <span class="Apple-converted-space"> </span>x2goclient</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">drop-to-gif<span class="Apple-converted-space"> </span>mactracker <span class="Apple-converted-space"> </span>responsively <span class="Apple-converted-space"> </span>xamarin-android</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dropbox<span class="Apple-converted-space"> </span>macupdate<span class="Apple-converted-space"> </span>resxtreme<span class="Apple-converted-space"> </span>xamarin-ios</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dropbox-passwords<span class="Apple-converted-space"> </span>macupdater <span class="Apple-converted-space"> </span>retinizer<span class="Apple-converted-space"> </span>xamarin-mac</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">droplr <span class="Apple-converted-space"> </span>macvim <span class="Apple-converted-space"> </span>retro-virtual-machine<span class="Apple-converted-space"> </span>xamarin-studio</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dropshare<span class="Apple-converted-space"> </span>macx-dvd-ripper-mac-free-edition <span class="Apple-converted-space"> </span>retroactive<span class="Apple-converted-space"> </span>xamarin-workbooks</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dteoh-devdocs<span class="Apple-converted-space"> </span>macx-dvd-ripper-pro<span class="Apple-converted-space"> </span>retrobatch <span class="Apple-converted-space"> </span>xampp</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">duckietv <span class="Apple-converted-space"> </span>macx-video-converter-pro <span class="Apple-converted-space"> </span>retroshare <span class="Apple-converted-space"> </span>xaos</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">duet <span class="Apple-converted-space"> </span>macx-youtube-downloader<span class="Apple-converted-space"> </span>reunion<span class="Apple-converted-space"> </span>xattred</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dukto<span class="Apple-converted-space"> </span>maczip4win <span class="Apple-converted-space"> </span>rhinoceros <span class="Apple-converted-space"> </span>xca</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dungeon-crawl-stone-soup-console <span class="Apple-converted-space"> </span>magicavoxel<span class="Apple-converted-space"> </span>ricochet <span class="Apple-converted-space"> </span>xctu</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dungeon-crawl-stone-soup-tiles <span class="Apple-converted-space"> </span>magiccap <span class="Apple-converted-space"> </span>rider<span class="Apple-converted-space"> </span>xdm</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">duo-connect<span class="Apple-converted-space"> </span>magicprefs <span class="Apple-converted-space"> </span>ridibooks<span class="Apple-converted-space"> </span>xee</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">duoshao<span class="Apple-converted-space"> </span>mailbutler <span class="Apple-converted-space"> </span>rightfont<span class="Apple-converted-space"> </span>ximalaya</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dupeguru <span class="Apple-converted-space"> </span>mailmaster <span class="Apple-converted-space"> </span>ringcentral<span class="Apple-converted-space"> </span>xld</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">duplicacy<span class="Apple-converted-space"> </span>mailmate <span class="Apple-converted-space"> </span>ringcentral-classic<span class="Apple-converted-space"> </span>xlink-kai</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">duplicacy-web-edition<span class="Apple-converted-space"> </span>mailplane<span class="Apple-converted-space"> </span>ringcentral-phone<span class="Apple-converted-space"> </span>xlplayer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">duplicati<span class="Apple-converted-space"> </span>mailspring <span class="Apple-converted-space"> </span>ringtones<span class="Apple-converted-space"> </span>xmind-zen</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dust3d <span class="Apple-converted-space"> </span>maintenance<span class="Apple-converted-space"> </span>ripcord<span class="Apple-converted-space"> </span>xnconvert</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dvdstyler<span class="Apple-converted-space"> </span>makehuman<span class="Apple-converted-space"> </span>ripit<span class="Apple-converted-space"> </span>xnviewmp</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dwarf-fortress-lmp <span class="Apple-converted-space"> </span>makemkv<span class="Apple-converted-space"> </span>ripme<span class="Apple-converted-space"> </span>xoctave</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dynamodb-local <span class="Apple-converted-space"> </span>maltego<span class="Apple-converted-space"> </span>river-sparkle<span class="Apple-converted-space"> </span>xpra</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">dynobase <span class="Apple-converted-space"> </span>malus<span class="Apple-converted-space"> </span>roaringapps<span class="Apple-converted-space"> </span>xquartz</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eaccess<span class="Apple-converted-space"> </span>malwarebytes <span class="Apple-converted-space"> </span>robo-3t<span class="Apple-converted-space"> </span>xscope</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">easyfind <span class="Apple-converted-space"> </span>mame <span class="Apple-converted-space"> </span>robofont <span class="Apple-converted-space"> </span>yacreader</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ebibookreader<span class="Apple-converted-space"> </span>mamp <span class="Apple-converted-space"> </span>rocket <span class="Apple-converted-space"> </span>yakyak</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">ebmac<span class="Apple-converted-space"> </span>manico <span class="Apple-converted-space"> </span>rocket-chat<span class="Apple-converted-space"> </span>yam-display</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-cpp<span class="Apple-converted-space"> </span>manictime<span class="Apple-converted-space"> </span>rocket-typist<span class="Apple-converted-space"> </span>yammer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-dsl<span class="Apple-converted-space"> </span>manta<span class="Apple-converted-space"> </span>rocks-n-diamonds <span class="Apple-converted-space"> </span>yandex</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-ide<span class="Apple-converted-space"> </span>manuskript <span class="Apple-converted-space"> </span>rodeo<span class="Apple-converted-space"> </span>yandex-cloud-cli</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-installer<span class="Apple-converted-space"> </span>marathon <span class="Apple-converted-space"> </span>roku-remote-tool <span class="Apple-converted-space"> </span>yandex-disk</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-java <span class="Apple-converted-space"> </span>marathon-infinity<span class="Apple-converted-space"> </span>rolisteam<span class="Apple-converted-space"> </span>yate</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-javascript <span class="Apple-converted-space"> </span>marathon2<span class="Apple-converted-space"> </span>roon <span class="Apple-converted-space"> </span>yed</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-jee<span class="Apple-converted-space"> </span>marginnote <span class="Apple-converted-space"> </span>rotato <span class="Apple-converted-space"> </span>yep</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-modeling <span class="Apple-converted-space"> </span>mari0<span class="Apple-converted-space"> </span>rotki<span class="Apple-converted-space"> </span>yinxiangbiji</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-php<span class="Apple-converted-space"> </span>mark-text<span class="Apple-converted-space"> </span>routebuddy <span class="Apple-converted-space"> </span>yojimbo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-platform <span class="Apple-converted-space"> </span>marked <span class="Apple-converted-space"> </span>rowanj-gitx<span class="Apple-converted-space"> </span>youdaodict</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-rcp<span class="Apple-converted-space"> </span>marsedit <span class="Apple-converted-space"> </span>royal-tsx<span class="Apple-converted-space"> </span>youdaonote</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eclipse-testing<span class="Apple-converted-space"> </span>marshallofsound-google-play-music-player <span class="Apple-converted-space"> </span>rpvoip <span class="Apple-converted-space"> </span>youku</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eddie<span class="Apple-converted-space"> </span>marta<span class="Apple-converted-space"> </span>rss<span class="Apple-converted-space"> </span>youtube-to-mp3</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">edenmath <span class="Apple-converted-space"> </span>marvel <span class="Apple-converted-space"> </span>rssowl <span class="Apple-converted-space"> </span>ytmdesktop-youtube-music</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">edex-ui<span class="Apple-converted-space"> </span>marvin <span class="Apple-converted-space"> </span>rstudio<span class="Apple-converted-space"> </span>yu-writer</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">edfbrowser <span class="Apple-converted-space"> </span>masscode <span class="Apple-converted-space"> </span>rsyncosx <span class="Apple-converted-space"> </span>yuque</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">editaro<span class="Apple-converted-space"> </span>massreplaceit<span class="Apple-converted-space"> </span>rubymine <span class="Apple-converted-space"> </span>yy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eggplant <span class="Apple-converted-space"> </span>master-password<span class="Apple-converted-space"> </span>runescape<span class="Apple-converted-space"> </span>yyets</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eiskaltdcpp<span class="Apple-converted-space"> </span>master-pdf-editor<span class="Apple-converted-space"> </span>runjs<span class="Apple-converted-space"> </span>zalo</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">elan <span class="Apple-converted-space"> </span>masterway-note <span class="Apple-converted-space"> </span>runway <span class="Apple-converted-space"> </span>zappy</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">elasticwolf<span class="Apple-converted-space"> </span>mat<span class="Apple-converted-space"> </span>ryver<span class="Apple-converted-space"> </span>zazu</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electerm <span class="Apple-converted-space"> </span>mate-translate <span class="Apple-converted-space"> </span>sabaki <span class="Apple-converted-space"> </span>zbuc-imgur</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electorrent<span class="Apple-converted-space"> </span>mater<span class="Apple-converted-space"> </span>sabnzbd<span class="Apple-converted-space"> </span>zeebe-modeler</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electric-sheep <span class="Apple-converted-space"> </span>mathpix-snipping-tool<span class="Apple-converted-space"> </span>safeincloud-password-manager <span class="Apple-converted-space"> </span>zenbeats</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electrocrud<span class="Apple-converted-space"> </span>mathtype <span class="Apple-converted-space"> </span>sage <span class="Apple-converted-space"> </span>zeplin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electron <span class="Apple-converted-space"> </span>mbed-studio<span class="Apple-converted-space"> </span>sameboy<span class="Apple-converted-space"> </span>zeronet</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electron-cash<span class="Apple-converted-space"> </span>mblock <span class="Apple-converted-space"> </span>saoimageds9<span class="Apple-converted-space"> </span>zerotier-one</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electron-fiddle<span class="Apple-converted-space"> </span>mcbopomofo <span class="Apple-converted-space"> </span>sapmachine-jdk <span class="Apple-converted-space"> </span>zettelkasten</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electronmail <span class="Apple-converted-space"> </span>mcedit <span class="Apple-converted-space"> </span>satellite-eyes <span class="Apple-converted-space"> </span>zettlr</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electrum <span class="Apple-converted-space"> </span>mcreator <span class="Apple-converted-space"> </span>sauerbraten<span class="Apple-converted-space"> </span>zipcleaner</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">electrumsv <span class="Apple-converted-space"> </span>mechvibes<span class="Apple-converted-space"> </span>scala-ide<span class="Apple-converted-space"> </span>zoc</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">element<span class="Apple-converted-space"> </span>media-converter<span class="Apple-converted-space"> </span>scaleft<span class="Apple-converted-space"> </span>zoho-docs</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">elgiganten-jotta <span class="Apple-converted-space"> </span>mediaelch<span class="Apple-converted-space"> </span>scap-workbench <span class="Apple-converted-space"> </span>zoho-mail</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">elmedia-player <span class="Apple-converted-space"> </span>mediahuman-audio-converter <span class="Apple-converted-space"> </span>scapple<span class="Apple-converted-space"> </span>zoho-workdrive</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">eloston-chromium <span class="Apple-converted-space"> </span>mediahuman-youtube-downloader<span class="Apple-converted-space"> </span>scidavis <span class="Apple-converted-space"> </span>zoolz</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">elpass <span class="Apple-converted-space"> </span>medibangpaintpro <span class="Apple-converted-space"> </span>scidvsmac<span class="Apple-converted-space"> </span>zoom</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">emacsclient<span class="Apple-converted-space"> </span>meetingbar <span class="Apple-converted-space"> </span>scilab <span class="Apple-converted-space"> </span>zoom-for-it-admins</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">emailchemy <span class="Apple-converted-space"> </span>megacmd<span class="Apple-converted-space"> </span>scout<span class="Apple-converted-space"> </span>zoomus</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">emby-server<span class="Apple-converted-space"> </span>megasync <span class="Apple-converted-space"> </span>screaming-frog-seo-spider<span class="Apple-converted-space"> </span>zotero</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">empoche<span class="Apple-converted-space"> </span>meld <span class="Apple-converted-space"> </span>screen <span class="Apple-converted-space"> </span>zprint</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">endless-sky<span class="Apple-converted-space"> </span>mellowplayer <span class="Apple-converted-space"> </span>screenflick<span class="Apple-converted-space"> </span>zulip</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">energia<span class="Apple-converted-space"> </span>melodics <span class="Apple-converted-space"> </span>screens<span class="Apple-converted-space"> </span>zulu</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">engine-prime <span class="Apple-converted-space"> </span>melonbooksviewer <span class="Apple-converted-space"> </span>screens-connect<span class="Apple-converted-space"> </span>zwift</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">entropy<span class="Apple-converted-space"> </span>memo <span class="Apple-converted-space"> </span>scribus<span class="Apple-converted-space"> </span>zxpinstaller</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">envkey <span class="Apple-converted-space"> </span>memory <span class="Apple-converted-space"> </span>script-debugger</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Deleted Casks</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">0xed <span class="Apple-converted-space"> </span>catalina-cache-cleaner <span class="Apple-converted-space"> </span>gifs <span class="Apple-converted-space"> </span>near-lock<span class="Apple-converted-space"> </span>webex-teams</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">aliwangwang<span class="Apple-converted-space"> </span>cisdem-pdftoolkit<span class="Apple-converted-space"> </span>hockey <span class="Apple-converted-space"> </span>nosql-workbench-for-amazon-dynamodb<span class="Apple-converted-space"> </span>zoomin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">anvil<span class="Apple-converted-space"> </span>djay-pro <span class="Apple-converted-space"> </span>kiwi-for-g-suite <span class="Apple-converted-space"> </span>noteplan <span class="Apple-converted-space"> </span>zoomus-outlook-plugin</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blackhole<span class="Apple-converted-space"> </span>doly <span class="Apple-converted-space"> </span>lightpaper <span class="Apple-converted-space"> </span>simplecap</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">blizz<span class="Apple-converted-space"> </span>ezip <span class="Apple-converted-space"> </span>manuscripts<span class="Apple-converted-space"> </span>softu2f</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">canary <span class="Apple-converted-space"> </span>fractal-bot<span class="Apple-converted-space"> </span>monogame <span class="Apple-converted-space"> </span>waterfox-current</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/gdbm-1.18.1_1.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/f7b5ab7363961fa6defcb66b4ffdf5365264fcb97d35bc413e754f173a3b1912?response-content-disposition=attachment%3Bfilename%3D%22gdbm-1.18.1_1.cat</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/openssl%401.1-1.1.1i.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/066b9f114617872e77fa3d4afee2337daabc2c181d7564fe60a5b26d89d69742?response-content-disposition=attachment%3Bfilename%3D%22openssl%401.1-1.1</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/readline-8.1.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/fe4de019cf549376a7743dcb0c86db8a08ca2b6d0dd2f8cb796dd7cf973dc2e9?response-content-disposition=attachment%3Bfilename%3D%22readline-8.1.cata</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/sqlite-3.34.0.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/7e04c1fcd0294ec7625e43eea05714d8bb4d15d24675c99484f1403fdcb438ec?response-content-disposition=attachment%3Bfilename%3D%22sqlite-3.34.0.cat</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/xz-5.2.5.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/2dcc8e0121c934d1e34ffdb37fcd70f0f7b5c2f4755f2f7cbcf360e9e54cb43b?response-content-disposition=attachment%3Bfilename%3D%22xz-5.2.5.catalina</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/python%403.9-3.9.1_1.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/367924e7be7a76f966acf68c0d909fb34cf8c22959a71769a6838c9bb35fbe87?response-content-disposition=attachment%3Bfilename%3D%22python%403.9-3.9.</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing dependencies for python@3.9: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>gdbm</b></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><b>, </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>openssl@1.1</b></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><b>, </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>readline</b></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><b>, </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>sqlite</b></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><b> and </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>xz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing python@3.9 dependency: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>gdbm</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring gdbm-1.18.1_1.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/gdbm/1.18.1_1: 25 files, 641KB</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing python@3.9 dependency: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>openssl@1.1</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring openssl@1.1-1.1.1i.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">A CA file has been bootstrapped using certificates from the system</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">keychain. To add additional certificates, place .pem files in</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/etc/openssl@1.1/certs</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">and run</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/opt/openssl@1.1/bin/c_rehash</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">openssl@1.1 is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because macOS provides LibreSSL.</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">If you need to have openssl@1.1 first in your PATH run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>echo 'export PATH="/usr/local/opt/openssl@1.1/bin:$PATH"' >> ~/.zshrc</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find openssl@1.1 you may need to set:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export LDFLAGS="-L/usr/local/opt/openssl@1.1/lib"</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/openssl@1.1/include"</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Summary</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/openssl@1.1/1.1.1i: 8,067 files, 18.5MB</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing python@3.9 dependency: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>readline</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring readline-8.1.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">readline is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because macOS provides BSD libedit.</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find readline you may need to set:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export LDFLAGS="-L/usr/local/opt/readline/lib"</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/readline/include"</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Summary</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/readline/8.1: 48 files, 1.6MB</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing python@3.9 dependency: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>sqlite</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring sqlite-3.34.0.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">sqlite is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because macOS already provides this software and installing another version in</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">parallel can cause all kinds of trouble.</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">If you need to have sqlite first in your PATH run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>echo 'export PATH="/usr/local/opt/sqlite/bin:$PATH"' >> ~/.zshrc</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find sqlite you may need to set:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export LDFLAGS="-L/usr/local/opt/sqlite/lib"</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/sqlite/include"</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Summary</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/sqlite/3.34.0: 11 files, 4.1MB</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing python@3.9 dependency: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>xz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring xz-5.2.5.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/xz/5.2.5: 92 files, 1.1MB</span></p><p class="p3" style="color: #2fb41d; font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">==></span><span class="s4" style="color: black; font-variant-ligatures: no-common-ligatures;"> <b>Installing </b></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><b>python@3.9</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring python@3.9-3.9.1_1.catalina.bottle.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>/usr/local/Cellar/python@3.9/3.9.1_1/bin/python3 -m ensurepip</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>/usr/local/Cellar/python@3.9/3.9.1_1/bin/pip3 install -v --global-option=--no-user-cfg --install-option=--force --install-option=--single-version-externally-managed --install-option=--record=in</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Python has been installed as</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/bin/python3</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Unversioned symlinks `python`, `python-config`, `pip` etc. pointing to</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">`python3`, `python3-config`, `pip3` etc., respectively, have been installed into</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/opt/python@3.9/libexec/bin</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">You can install Python packages with</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>pip3 install <package></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">They will install into the site-package directory</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/lib/python3.9/site-packages</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">See: https://docs.brew.sh/Homebrew-and-Python</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Summary</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/python@3.9/3.9.1_1: 3,895 files, 63.9MB</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Upgrading 1 dependent:</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">mysql 8.0.22 -> 8.0.22_1</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Upgrading </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>mysql</b></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><b> 8.0.22 -> 8.0.22_1<span class="Apple-converted-space"> </span></b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/protobuf-3.14.0.catalina.bottle.1.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/8d53111626404e2b4f27718127a313dceea600a74a4d38ffe0870812d8f57eb4?response-content-disposition=attachment%3Bfilename%3D%22protobuf-3.14.0.c</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://homebrew.bintray.com/bottles/mysql-8.0.22_1.catalina.bottle.1.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading from https://d29vzk4ow07wi7.cloudfront.net/42239a4ab5d73f7ba533cefd0065566e9a68ae8faf977966103b20f80c1fe9d5?response-content-disposition=attachment%3Bfilename%3D%22mysql-8.0.22_1.ca</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing dependencies for mysql: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>protobuf</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing mysql dependency: </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>protobuf</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring protobuf-3.14.0.catalina.bottle.1.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Emacs Lisp files have been installed to:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/share/emacs/site-lisp/protobuf</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Summary</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/protobuf/3.14.0: 211 files, 17.8MB</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Installing </b></span><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>mysql</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Pouring mysql-8.0.22_1.catalina.bottle.1.tar.gz</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">We've installed your MySQL database without a root password. To secure it run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql_secure_installation</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">MySQL is configured to only allow connections from localhost by default</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To connect run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql -uroot</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To have launchd start mysql now and restart at login:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>brew services start mysql</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Or, if you don't want/need a background service you can just run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql.server start</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Summary</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">🍺<span class="Apple-converted-space"> </span>/usr/local/Cellar/mysql/8.0.22_1: 294 files, 296.5MB</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Removing: /usr/local/Cellar/mysql/8.0.22... (294 files, 296.5MB)</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Checking for dependents of upgraded formulae...</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>No broken dependents found!</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s3" style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>Caveats</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>openssl@1.1</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">A CA file has been bootstrapped using certificates from the system</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">keychain. To add additional certificates, place .pem files in</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/etc/openssl@1.1/certs</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">and run</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/opt/openssl@1.1/bin/c_rehash</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">openssl@1.1 is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because macOS provides LibreSSL.</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">If you need to have openssl@1.1 first in your PATH run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>echo 'export PATH="/usr/local/opt/openssl@1.1/bin:$PATH"' >> ~/.zshrc</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find openssl@1.1 you may need to set:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export LDFLAGS="-L/usr/local/opt/openssl@1.1/lib"</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/openssl@1.1/include"</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>readline</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">readline is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because macOS provides BSD libedit.</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find readline you may need to set:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export LDFLAGS="-L/usr/local/opt/readline/lib"</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/readline/include"</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>sqlite</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">sqlite is keg-only, which means it was not symlinked into /usr/local,</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">because macOS already provides this software and installing another version in</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">parallel can cause all kinds of trouble.</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">If you need to have sqlite first in your PATH run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>echo 'export PATH="/usr/local/opt/sqlite/bin:$PATH"' >> ~/.zshrc</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">For compilers to find sqlite you may need to set:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export LDFLAGS="-L/usr/local/opt/sqlite/lib"</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>export CPPFLAGS="-I/usr/local/opt/sqlite/include"</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>python@3.9</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Python has been installed as</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/bin/python3</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Unversioned symlinks `python`, `python-config`, `pip` etc. pointing to</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">`python3`, `python3-config`, `pip3` etc., respectively, have been installed into</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/opt/python@3.9/libexec/bin</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">You can install Python packages with</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>pip3 install <package></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">They will install into the site-package directory</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/lib/python3.9/site-packages</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">See: https://docs.brew.sh/Homebrew-and-Python</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>protobuf</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Emacs Lisp files have been installed to:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>/usr/local/share/emacs/site-lisp/protobuf</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s2" style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span class="s1" style="font-variant-ligatures: no-common-ligatures;"> <b>mysql</b></span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">We've installed your MySQL database without a root password. To secure it run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql_secure_installation</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">MySQL is configured to only allow connections from localhost by default</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To connect run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql -uroot</span></p><p class="p2" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px; min-height: 13px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"></span><br /></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">To have launchd start mysql now and restart at login:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>brew services start mysql</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">Or, if you don't want/need a background service you can just run:</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;"><span class="Apple-converted-space"> </span>mysql.server start</span></p><p class="p1" style="font-family: Menlo; font-size: 11px; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal; margin: 0px;"><span class="s1" style="font-variant-ligatures: no-common-ligatures;">kinshukdutta@Kinshuks-MacBook-Pro-15 ~ %<span class="Apple-converted-space"> </span></span></p><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><h2 style="text-align: left;">Python Data Science Library:</h2><div dir="ltr" style="text-align: left;" trbidi="on">We will take a look at the following Data Science Libraries:</div><div dir="ltr" style="text-align: left;" trbidi="on"><ul style="text-align: left;"><li>NumPY</li><li>Pandas</li><li>Mat plot lib</li><li>SciKit Learn</li></ul></div><div dir="ltr" trbidi="on"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgglG05P8JsHscXtbgmLS1a2TRrb7SFePaz9JelaQwcdyYk81YlvBIje2_xz4FiflNErrfN2NVx9U_RY95Ga8mHtWaKxLTYZ0xMQL3RoZPPDEe2X9ixFSElFIKyrKIVwDDqUB4p7hTIXIw/s335/download.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><ul><li><img border="0" data-original-height="150" data-original-width="335" height="102" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgglG05P8JsHscXtbgmLS1a2TRrb7SFePaz9JelaQwcdyYk81YlvBIje2_xz4FiflNErrfN2NVx9U_RY95Ga8mHtWaKxLTYZ0xMQL3RoZPPDEe2X9ixFSElFIKyrKIVwDDqUB4p7hTIXIw/w196-h102/download.png" width="196" /></li></ul></a></div><b>NumPy</b> (pronounced <a href="https://en.wikipedia.org/wiki/Help:IPA/English">/ˈnʌmpaɪ/</a> (<a href="https://en.wikipedia.org/wiki/Help:Pronunciation_respelling_key">NUM-py</a>) or sometimes <a href="https://en.wikipedia.org/wiki/Help:IPA/English">/ˈnʌmpi/</a>(<a href="https://en.wikipedia.org/wiki/Help:Pronunciation_respelling_key">NUM-pee</a>)) is a library for the <a href="https://en.wikipedia.org/wiki/Python_(programming_language)">Python programming language</a>, adding support for large, multi-dimensional <a href="https://en.wikipedia.org/wiki/Array_data_structure">arrays</a> and <a href="https://en.wikipedia.org/wiki/Matrix_(math)">matrices</a>, along with a large collection of <a href="https://en.wikipedia.org/wiki/High-level_programming_language">high-level</a> <a href="https://en.wikipedia.org/wiki/Mathematics">mathematical</a> <a href="https://en.wikipedia.org/wiki/Function_(mathematics)">functions</a> to operate on these arrays.<a href="https://en.wikipedia.org/wiki/NumPy#cite_note-Nature-5">[5]</a> The ancestor of NumPy, Numeric, was originally created by <a href="https://en.wikipedia.org/wiki/Jim_Hugunin">Jim Hugunin</a> with contributions from several other developers. In 2005, <a href="https://en.wikipedia.org/wiki/Travis_Oliphant">Travis Oliphant</a> created NumPy by incorporating features of the competing Numarray into Numeric, with extensive modifications. <span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span>NumPy is <a href="https://en.wikipedia.org/wiki/Open-source_software">open-source software</a> and has many contributors.</div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhzirRe48M0neDzxFSwJrFGi1xd_nsR-dksmpraFFOjJHLijEiXAG9PmuaTSyqy7dfGmHAUYWx-cZ0m1gH6-l5Z5aR5Z-RHXPx2IXSfrMrzkp2HDNQpnI5wLS855QDLVjPMP9qdtH2nmes/s600/pandas_logo.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><ul><li><img border="0" data-original-height="125" data-original-width="600" height="38" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhzirRe48M0neDzxFSwJrFGi1xd_nsR-dksmpraFFOjJHLijEiXAG9PmuaTSyqy7dfGmHAUYWx-cZ0m1gH6-l5Z5aR5Z-RHXPx2IXSfrMrzkp2HDNQpnI5wLS855QDLVjPMP9qdtH2nmes/w183-h38/pandas_logo.png" width="183" /></li></ul></a></div><br /></div><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><blockquote style="border: none; margin: 0 0 0 40px; padding: 0px;"><div style="text-align: left;"><b>Pandas</b> is a <a href="https://en.wikipedia.org/wiki/Software_library">software library</a> written for the <a href="https://en.wikipedia.org/wiki/Python_(programming_language)">Python programming language</a> for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and <a href="https://en.wikipedia.org/wiki/Time_series">time series</a>. It is <a href="https://en.wikipedia.org/wiki/Free_software">free software</a> released under the <a href="https://en.wikipedia.org/wiki/3-clause_BSD_license">three-clause BSD <span> </span>license</a>. The name is derived from the term "<a href="https://en.wikipedia.org/wiki/Panel_data">panel data</a>", an <a href="https://en.wikipedia.org/wiki/Econometrics">econometrics</a> term for data sets that include observations over multiple time periods for the same individuals. Its name is a play on the phrase "Python data analysis" itself. <a href="https://en.wikipedia.org/wiki/Wes_McKinney">Wes McKinney</a> started building what would become pandas at <a href="https://en.wikipedia.org/wiki/AQR_Capital">AQR Capital</a> while he was a researcher there from 2007 to 2010</div></blockquote></blockquote></blockquote></blockquote></blockquote></blockquote><div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_Dj6RyFhDxYble-YW88VdTgi_qd54DgZwtE-iszcTbKMx8BKooQdbhXpKAi3ZK7N3ey6Dy-VzGSulftzsdgD_Ny68WSjW_xUYfoQSe5i6Kuvsun18Jhu5BHqPjlUBeZh1IiZCbBRy0NE/s367/images.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><ul><li><img border="0" data-original-height="137" data-original-width="367" height="70" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_Dj6RyFhDxYble-YW88VdTgi_qd54DgZwtE-iszcTbKMx8BKooQdbhXpKAi3ZK7N3ey6Dy-VzGSulftzsdgD_Ny68WSjW_xUYfoQSe5i6Kuvsun18Jhu5BHqPjlUBeZh1IiZCbBRy0NE/w188-h70/images.png" width="188" /></li></ul></a></div><b>Matplotlib</b> is a <a href="https://en.wikipedia.org/wiki/Plotter">plotting</a> <a href="https://en.wikipedia.org/wiki/Library_(computer_science)">library</a> for the <a href="https://en.wikipedia.org/wiki/Python_(programming_language)">Python</a> programming language and its numerical mathematics extension <a href="https://en.wikipedia.org/wiki/NumPy">NumPy</a>. It provides an <a href="https://en.wikipedia.org/wiki/Object-oriented_programming">object-oriented</a> <a href="https://en.wikipedia.org/wiki/API">API</a> for embedding plots into applications using general-purpose <a href="https://en.wikipedia.org/wiki/GUI_toolkit">GUI toolkits</a> like <a href="https://en.wikipedia.org/wiki/Tkinter">Tkinter</a>, <a href="https://en.wikipedia.org/wiki/WxPython">wxPython</a>, <a href="https://en.wikipedia.org/wiki/Qt_(software)">Qt</a>, or <a href="https://en.wikipedia.org/wiki/GTK%2B">GTK+</a>. There is also a <a href="https://en.wikipedia.org/wiki/Procedural_programming">procedural</a> "pylab" interface based on a <a href="https://en.wikipedia.org/wiki/State_machine">state machine</a> (like <a href="https://en.wikipedia.org/wiki/OpenGL">OpenGL</a>), designed to closely resemble that of <a href="https://en.wikipedia.org/wiki/MATLAB">MATLAB</a>, though its use is <span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> </span><span> <span> </span><span> </span><span> </span></span>discouraged. <a href="https://en.wikipedia.org/wiki/SciPy">SciPy</a> makes use of Matplotlib.<br /><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_PV06taTY26mDHUZvccLsMRE5Hd2h5xzmtVnDKB-L2MbSs46hrynnj_tjoxlorjoS8Bavl_GhGMg4H20s3fshhEpfK8o7G0A8SgLoOzL6S6Zyj7-XbMOkKFwjr6S8xgxjd_AtRK_zbVs/s1200/1200px-Scikit_learn_logo_small.svg.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><ul><li><img border="0" data-original-height="646" data-original-width="1200" height="107" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_PV06taTY26mDHUZvccLsMRE5Hd2h5xzmtVnDKB-L2MbSs46hrynnj_tjoxlorjoS8Bavl_GhGMg4H20s3fshhEpfK8o7G0A8SgLoOzL6S6Zyj7-XbMOkKFwjr6S8xgxjd_AtRK_zbVs/w197-h107/1200px-Scikit_learn_logo_small.svg.png" width="197" /></li></ul></a></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><b>Scikit-learn</b> (formerly scikits.learn and also known as sklearn) is a <a href="https://en.wikipedia.org/wiki/Free_software">free software</a> <a href="https://en.wikipedia.org/wiki/Machine_learning">machine learning</a> <a href="https://en.wikipedia.org/wiki/Library_(computing)">library</a> for the <a href="https://en.wikipedia.org/wiki/Python_(programming_language)">Python</a> <a href="https://en.wikipedia.org/wiki/Programming_language">programming language</a>. It features various <a href="https://en.wikipedia.org/wiki/Statistical_classification">classification</a>, <a href="https://en.wikipedia.org/wiki/Regression_analysis">regression</a> and <a href="https://en.wikipedia.org/wiki/Cluster_analysis">clustering</a> algorithms including <a href="https://en.wikipedia.org/wiki/Support_vector_machine">support vector machines</a>, <a href="https://en.wikipedia.org/wiki/Random_forests">random forests</a>, <a href="https://en.wikipedia.org/wiki/Gradient_boosting">gradient boosting</a>, <a href="https://en.wikipedia.org/wiki/K-means_clustering">k-means</a> and <a href="https://en.wikipedia.org/wiki/DBSCAN">DBSCAN</a>, and is designed to interoperate with the Python numerical and scientific libraries <a href="https://en.wikipedia.org/wiki/NumPy">NumPy</a> and <a href="https://en.wikipedia.org/wiki/SciPy">SciPy</a>.</div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on">Kinshuk Dutta<br />
Kolkata</div>
</div>Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-46432150448784204672013-02-11T19:45:00.009+00:002020-11-18T01:28:07.888+00:00What's so BIG about Big Data: Sample Big Data Project using Hadoop & Mapreduce<blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div trbidi="on"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpEcOzdfFo314Yf_SMJY-Gb8fHNKKDUvWVDaN4cnIAbaiUe6HGIgMYE5ld2xIdxubtJrvBCzNadtsj6Fr1arIq79Z_0jWVpCfZkyrl0KbO-zxVC6YvTiHtp4Hr_i0FlBXkPdXedndJ71s/s1600/cartoon-elephant-bw-hi.png" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><img alt="Prodigal Pandit's Big Data" border="0" height="196" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpEcOzdfFo314Yf_SMJY-Gb8fHNKKDUvWVDaN4cnIAbaiUe6HGIgMYE5ld2xIdxubtJrvBCzNadtsj6Fr1arIq79Z_0jWVpCfZkyrl0KbO-zxVC6YvTiHtp4Hr_i0FlBXkPdXedndJ71s/w200-h196/cartoon-elephant-bw-hi.png" title="Prodigal Pandit's Big Data" width="200" /></a></div></blockquote></blockquote></blockquote></blockquote></blockquote></blockquote><div dir="ltr" trbidi="on">
<div style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><h1 style="text-align: left;">BIG DATA: Big Daddy of All Data is Big Data!!</h1>Big data is a field that treats ways to analyze, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software.</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><h3 style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; line-height: 1.3; list-style: none; margin: 0px 0px 0.5em; outline: none; padding: 0px; text-align: left;"><span style="font-family: inherit; font-size: medium;">Characteristics of Big Data</span></h3><div align="justify" style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; line-height: 26px; list-style: none; margin-bottom: 25px; outline: none; padding: 0px; text-align: justify;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="font-family: inherit;">“Any data which has four Vs i.e. Volume, Variety, Veracity and Velocity can be termed as Big Data”.</span></span></span></div><div align="justify" style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; line-height: 26px; list-style: none; margin-bottom: 25px; outline: none; padding: 0px; text-align: justify;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="font-family: inherit;">Below is a description of all the four Vs:</span></span></span></div><ol style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; list-style: none; margin: 0px 0px 20px 20px; outline: none; padding: 0px 0px 0px 15px; text-align: justify;"><li style="border: 0px; box-sizing: border-box; list-style: decimal; margin: 0px 0px 5px; outline: none; padding: 0px;"><div align="justify" style="border: 0px; box-sizing: border-box; line-height: 26px; list-style: none; outline: none; padding: 0px;"><span style="font-family: inherit;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; font-weight: 600; list-style: none; margin: 0px; outline: none; padding: 0px;">Volume:</span> </span></span><span style="background-color: white; color: #333333;">Big Data implies that enormous amount of data is involved. </span>Volume represents the amount of data and is one of the main characteristics that makes data “big”. This refers to the mass quantity of data that can be harness to improve decision making.</span></div></li></ol><ol start="2" style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; list-style: none; margin: 0px 0px 20px 20px; outline: none; padding: 0px 0px 0px 15px; text-align: justify;"><li style="border: 0px; box-sizing: border-box; list-style: decimal; margin: 0px 0px 5px; outline: none; padding: 0px;"><div align="justify" style="border: 0px; box-sizing: border-box; line-height: 26px; list-style: none; outline: none; padding: 0px;"><span style="font-family: inherit;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; font-weight: 600; list-style: none; margin: 0px; outline: none; padding: 0px;">Velocity:</span> This characteristic represents the </span></span><span style="background-color: white; color: #333333;">pace and steep at which data flows into the receiving system from various data sources</span><span style="background-color: white; color: #333333;"> </span></span></div></li></ol><ol start="3" style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; list-style: none; margin: 0px 0px 20px 20px; outline: none; padding: 0px 0px 0px 15px; text-align: justify;"><li style="border: 0px; box-sizing: border-box; list-style: decimal; margin: 0px 0px 5px; outline: none; padding: 0px;"><div align="justify" style="border: 0px; box-sizing: border-box; line-height: 26px; list-style: none; outline: none; padding: 0px;"><span style="font-family: inherit;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; font-weight: 600; list-style: none; margin: 0px; outline: none; padding: 0px;">Variety: </span></span></span><span style="background-color: white; color: #333333;">Variety</span> defines<span style="background-color: white; color: #333333;"> data of various types and from various <span style="color: #2c2f34;">data resources</span> It can contain both structured and unstructured data.</span><span style="background-color: white; color: #333333;"> </span></span></div></li></ol><ol start="4" style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; list-style: none; margin: 0px 0px 20px 20px; outline: none; padding: 0px 0px 0px 15px; text-align: justify;"><li style="border: 0px; box-sizing: border-box; list-style: decimal; margin: 0px 0px 5px; outline: none; padding: 0px;"><div align="justify" style="border: 0px; box-sizing: border-box; line-height: 26px; list-style: none; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="border: 0px; box-sizing: border-box; list-style: none; margin: 0px; outline: none; padding: 0px;"><span style="font-family: inherit;"><span style="border: 0px; box-sizing: border-box; font-weight: 600; list-style: none; margin: 0px; outline: none; padding: 0px;">Veracity:</span> This characteristic represents the trustworthiness of the data or the level of reliability associated with certain types of data.</span></span></span></div></li></ol><br />2013 is predicted as the age of Big Data. and the vendors are ready with their tools sharpened to get and give that extra edge which might make all the differences.<br /><br />[Reference: <a href="http://en.wikipedia.org/wiki/Big_data" target="_blank">Click here to know more in detail about Big Data</a>]</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on"><br />________________________________________________________________________________</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">This huge volume of data can be stored in a local system or across a distributed system. So let's first understand what is the difference between the two.<br /><div dir="ltr" trbidi="on"><h3 style="text-align: left;">Local Vs Distributed</h3></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuHLjrwSGrbmMAFb4KDYYvsRsbdLo-4kJM6o_igrT5taSRXyXlg6kFNpQWoyoqsGH7sxl4t66a0J3gc9GqZyRK5WNUoaYsxTfZejs_amybCDPaq6x5HaaHZJZmdVc6a6ybT8XKfRuXi0c/s470/Screen+Shot+2020-11-04+at+4.19.03+PM.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="470" data-original-width="396" height="78" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuHLjrwSGrbmMAFb4KDYYvsRsbdLo-4kJM6o_igrT5taSRXyXlg6kFNpQWoyoqsGH7sxl4t66a0J3gc9GqZyRK5WNUoaYsxTfZejs_amybCDPaq6x5HaaHZJZmdVc6a6ybT8XKfRuXi0c/w65-h78/Screen+Shot+2020-11-04+at+4.19.03+PM.png" width="65" /></a></div><br /><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">We can use a local system for storing data that can fit on a local computer on a scale of 0-32 GB depending on RAM. <div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjFlAWOe1VijxDb7Wk34YB4N1lprOojl83Itm2QE-LLBlnUPOKodui6lj2F0hP3ByaZ2PNjjngos6X7z6SGiw-1Hdds14X82X14VHrpQNoWQWqm3q6caQ5MvB6b2cIb7TERz7a41BipWI/s826/Screen+Shot+2020-11-04+at+4.19.36+PM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="Local - Multi core" border="0" data-original-height="480" data-original-width="826" height="84" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjFlAWOe1VijxDb7Wk34YB4N1lprOojl83Itm2QE-LLBlnUPOKodui6lj2F0hP3ByaZ2PNjjngos6X7z6SGiw-1Hdds14X82X14VHrpQNoWQWqm3q6caQ5MvB6b2cIb7TERz7a41BipWI/w144-h84/Screen+Shot+2020-11-04+at+4.19.36+PM.png" title="Local - Multi core" width="144" /></a></div></div><div dir="ltr" trbidi="on">1 local Machine can have multiple cores. A local process will use the computation resources of a single machine.</div><div dir="ltr" trbidi="on"><div class="separator" style="clear: both; text-align: center;"><br /></div><br /><br /></div><div dir="ltr" trbidi="on"><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi_C737UJAxHHczfwKLzqyHVgocjFzGZUUtkeL16eIGUxqIrnhD9MiQE8R6QXWIYWOtHx2cdQzMAnfNEHPyVC51ihKSlSvudp1Slknpvuqh_DQt83xusrznQKE5d4vMCJ6LRPfzLL7i0Rc/s1584/Screen+Shot+2020-11-04+at+4.19.17+PM.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="968" data-original-width="1584" height="139" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi_C737UJAxHHczfwKLzqyHVgocjFzGZUUtkeL16eIGUxqIrnhD9MiQE8R6QXWIYWOtHx2cdQzMAnfNEHPyVC51ihKSlSvudp1Slknpvuqh_DQt83xusrznQKE5d4vMCJ6LRPfzLL7i0Rc/w227-h139/Screen+Shot+2020-11-04+at+4.19.17+PM.png" width="227" /></a></div><br /><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">However if we have larger data set. That means instead of holding the data in-memory on ram we can move it onto a storage on sql database onto a hard drive instead of a a ram. Or we can use a cloud database using SQL Or we will need to use a distributed system, that distributes the data to multiple machines or computer. <div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDhfi2wvSAzWVg-WTd1vjX9CaaOva8dzrCtRexf6XaQxEiDMjCJN-THsa5MSVhCEGyFMK6kaWA0dpopg_qEM5rAz98nj8NhuWQP8YN4szKZfAE1WLMj2MHpJL2z3ksyipVSjAmsLpSDMA/s1548/Screen+Shot+2020-11-04+at+4.19.42+PM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="Distributed - Multi core" border="0" data-original-height="1010" data-original-width="1548" height="165" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhDhfi2wvSAzWVg-WTd1vjX9CaaOva8dzrCtRexf6XaQxEiDMjCJN-THsa5MSVhCEGyFMK6kaWA0dpopg_qEM5rAz98nj8NhuWQP8YN4szKZfAE1WLMj2MHpJL2z3ksyipVSjAmsLpSDMA/w253-h165/Screen+Shot+2020-11-04+at+4.19.42+PM.png" title="Distributed - Multi core" width="253" /></a></div><br /></div><div dir="ltr" trbidi="on">In case of distributed architecture there will be a controlling core which will control the distribution across several parallel cores. A distributed process has access to the computational resources across a number of machines connected through a network. </div><div dir="ltr" trbidi="on">It is easier to scale-out to many lower CPU machines than to try to scale-up to a single machine with high CPU and more ram.</div><div dir="ltr" trbidi="on"><br /></div>
<br /><h3 style="text-align: left;">A scenario where every thing is big. "The Big Picture Scenario" </h3><div dir="ltr" trbidi="on"><div style="text-align: left;">Think about an enterprise which has large scale business millions of customers varied business domains. </div></div>We will have silos of data pertaining to same group which otherwise can be called as information only if properly processed by various data governance and data management tool. The fact is there are so many of them. Some in small chunks small in bigger laying across the organization all ready to help you in boosting your sales and revenue <i>but</i>. </div><div dir="ltr" trbidi="on">Yes, there comes the 'but 'factor. </div><div dir="ltr" trbidi="on">But you don't know which one to use, which one to rely on, which one to do the magic for you. </div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">Technologists have answers for most of the problem that we face in today's world and to answer your prayer they came up with a special Algorithm to address the problems and challenges of Big Data. The challenges include capture, cleaning, storage, search, sharing, analysis and visualization.<br /> Just like a shepherd cannot take care of an elephant, Big data is difficult to work with using relational databases and desktop statistics and visualization packages. The enormousness of data can only be realized with passing of time and growth of the business. Even the highest scalable software/hardware combo has it limit and after that we need a different approach. It's the time to call the mahout.</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">There are several algorithms that are written to address this challenge. One of them being Hadoop. <br /><h2 style="text-align: left;">Apache Hadoop [Reference <a href="http://en.wikipedia.org/wiki/Apache_Hadoop" target="_blank">Click here to know more in detail about Hadoop</a>]]</h2><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiK7s0D6DXNqaMtwNIkNcIUjZXAtd0LaBEoRh5pGgjps85zYFaAli6x6dJkbAZ4682sp60NHw7P1zZVc9xMdfyg60wEhpiyTFchl5jL0623kN8BdJuRDHGwMZnbs3nCWyjVMW674DW1KxQ/s920/flat%252C750x1000%252C075%252Cf.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="920" data-original-width="750" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiK7s0D6DXNqaMtwNIkNcIUjZXAtd0LaBEoRh5pGgjps85zYFaAli6x6dJkbAZ4682sp60NHw7P1zZVc9xMdfyg60wEhpiyTFchl5jL0623kN8BdJuRDHGwMZnbs3nCWyjVMW674DW1KxQ/s320/flat%252C750x1000%252C075%252Cf.jpg" /></a></div>Apache Hadoop is an open-source software framework that supports data-intensive distributed applications, licensed under the Apache v2 license. It supports the running of applications on large clusters of commodity hardware. The Hadoop framework transparently provides both reliability and data motion to applications.</div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on">Let's take a look at all the component of Hadoop ecosphere</div><div dir="ltr" style="text-align: left;" trbidi="on"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhYSu3u19XOre2hGwt32sADYgSPXULvWzYytY1y78mlzdB6vMLixPeFSxpYr5l31PIzB2dZUSp-yuT5w_jBTWSFGQAiKm7cwcJZgJW95KWi7uSLuPP0mm-AzMg_SymenZfxoGQZFVUFJW0/s2048/Screen+Shot+2020-11-05+at+12.06.34+PM.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="Hadoop Ecosphere" border="0" data-original-height="1151" data-original-width="2048" height="378" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhYSu3u19XOre2hGwt32sADYgSPXULvWzYytY1y78mlzdB6vMLixPeFSxpYr5l31PIzB2dZUSp-yuT5w_jBTWSFGQAiKm7cwcJZgJW95KWi7uSLuPP0mm-AzMg_SymenZfxoGQZFVUFJW0/w672-h378/Screen+Shot+2020-11-05+at+12.06.34+PM.png" width="672" /></a><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on">As we read above, Hadoop is a way to distribute very large files across multiple machines. It uses the Hadoop Distributed File System (HDFS). HDFS allows a user to work with large data sets. HDFS also duplicates block of data for fault tolerance. It also then uses Map Reduce and MapReduce allows computation on the data.</div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on"><h3 style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; line-height: 1.3; list-style: none; margin: 0px 0px 0.5em; outline: none; padding: 0px; text-align: left;"><span style="font-size: medium;">Distributed Storage - HDFS</span></h3><div><div style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; line-height: 1.3; list-style: none; margin: 0px 0px 0.5em; outline: none; padding: 0px; text-align: left;">Simple example of Distributed Storage - HDFS</div></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_x6DmmFYPWDQ_qbPWWHeiOGv_4U1JelZQG3n8bvLWX21FkoKwAH3IQP88pxUM3AN2Ye1Dgd7xdGVGbSxu7W-IjcPy_ZlMoLSW5vM7MZBRkipkg3doUUdMfW7UPNRcehXuuMzp10IkXcI/s1656/Screen+Shot+2020-11-05+at+12.28.48+PM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="918" data-original-width="1656" height="221" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_x6DmmFYPWDQ_qbPWWHeiOGv_4U1JelZQG3n8bvLWX21FkoKwAH3IQP88pxUM3AN2Ye1Dgd7xdGVGbSxu7W-IjcPy_ZlMoLSW5vM7MZBRkipkg3doUUdMfW7UPNRcehXuuMzp10IkXcI/w400-h221/Screen+Shot+2020-11-05+at+12.28.48+PM.png" width="400" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: left;">In the above example of HDFS there is 1 Name node with CPU and RAM. and then three data node .</div><div class="separator" style="clear: both; text-align: left;"><ul style="text-align: left;"><li>HDFS will use blocks of data, with a size of 128 MB by default.</li><li>Each of these blocks is replicated 3 times</li><li>The blocks are distributed in a way to support fault tolerance or disaster recovery</li><li>Smaller blocks provide more parallelization during processing</li><li>Multiple copies of a block prevent loss of data due to a failure of a node</li></ul></div><h3 style="text-align: left;">Map Reduce</h3><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRKy6Ayfoc04eW4KVJb_njInGAzS-wrj-wjv11sG2aK2zn134MzWhKLyaQwUEo-4qhR-EAVTS_3E8ru8_b1k_04SGychxhevALQJXMpXVSFNoNqoCoRT3HR6Vl0Vpgcf3BTW83XnY7wZ0/s1424/Screen+Shot+2020-11-05+at+12.38.00+PM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="894" data-original-width="1424" height="251" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhRKy6Ayfoc04eW4KVJb_njInGAzS-wrj-wjv11sG2aK2zn134MzWhKLyaQwUEo-4qhR-EAVTS_3E8ru8_b1k_04SGychxhevALQJXMpXVSFNoNqoCoRT3HR6Vl0Vpgcf3BTW83XnY7wZ0/w400-h251/Screen+Shot+2020-11-05+at+12.38.00+PM.png" width="400" /></a></div>Map reduce is a way of splitting a computation to a s distributed set of files (such as HDFS)</div><div dir="ltr" style="text-align: left;" trbidi="on">It consists of a Job Tracker and multiple Task Trackers.<br /><div style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; line-height: 1.3; list-style: none; margin: 0px 0px 0.5em; outline: none; padding: 0px; text-align: left;">The Job Tracker is going to send codes to run on the Task trackers. And then the Task Trackers allocate CPU and memory for the tasks and monitor the tasks on the worker nodes.</div><div style="border: 0px; box-sizing: border-box; caret-color: rgb(44, 47, 52); color: #2c2f34; line-height: 1.3; list-style: none; margin: 0px 0px 0.5em; outline: none; padding: 0px; text-align: left;"><br /></div>
<br />
All said and done. It boils down to two main questions.<br />
<br />
1. How is BigData projects actually been implemented in the Industry<br />
2. How can we create a small project using BigData<br />
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<h2 style="text-align: left;">
<span style="font-family: inherit;">Example of Big Data Projects in Industry</span></h2>
<div style="text-align: left;">
<br />
<div style="text-align: left;">
<span style="color: #111111; font-size: 16px;"><span style="font-family: inherit;">There are many use-case examples , across multiple business domains such as healthcare, retail, financial services, manufacturing etc.</span></span></div>
<ul class="three_ul" style="caret-color: rgb(17, 17, 17); clear: left; color: #111111; font-size: 16px; list-style-position: inside; margin-bottom: 10px; margin-left: 10px; margin-right: 10px !important; margin-top: 0px; margin: 0px 10px 10px; padding: 0px 0px 5px 6px;">
<li style="float: none; list-style-image: url("https://www.kdnuggets.com/wp-content/themes/kdn17/images/dot-6.png"); list-style-type: none; margin: 0px; padding: 5px 5px 0px;"><span style="font-family: inherit;">Master Data Management or Data Consolidation from multiple sources into a “data lake”</span></li>
<li style="float: none; list-style-image: url("https://www.kdnuggets.com/wp-content/themes/kdn17/images/dot-6.png"); list-style-type: none; margin: 0px; padding: 5px 5px 0px;"><span style="font-family: inherit;">Predictive modeling/analytics</span></li>
<li style="float: none; list-style-image: url("https://www.kdnuggets.com/wp-content/themes/kdn17/images/dot-6.png"); list-style-type: none; margin: 0px; padding: 5px 5px 0px;"><span style="font-family: inherit;">Real-time analytics </span></li>
</ul>
<span style="color: #111111; font-family: inherit;"><span style="caret-color: rgb(17, 17, 17);">are a few of such implementation.</span></span><br />
<div style="text-align: left;">
<span style="color: #111111; font-family: inherit;"><span style="caret-color: rgb(17, 17, 17);"><br /></span></span></div>
<h2 style="text-align: left;">
<span style="color: #111111; font-family: inherit;"><span style="caret-color: rgb(17, 17, 17);">Sample Big Data Project using HADOOP</span></span></h2>
<div>
<span style="font-family: inherit;"><span style="color: #111111;"><span style="caret-color: rgb(17, 17, 17);">In order </span></span><span style="color: #333333; font-size: 16px;">to implement sample project in Big Data we will first start with learning and implementing individual components of Hadoop Ecosystem like MapReduce, Pig, Hive, Hbase, Spark etc.</span></span></div>
</div>
<span style="font-family: inherit;"><br /></span>
<span style="font-family: inherit;"><a href="http://www.prodigalpundit.com/2016/09/hadoop-272-on-macos-sierra.html" target="_blank">Installing Hadoop, Hive & Hbase on macOS</a></span><br />
<h2 style="text-align: left;">
<span style="font-size: large;"><u>MapReduce</u></span></h2>
MapReduce is a data processing job which splits the input data into independent groups, which are then processed by the map function and further reduced by recursive grouping of similar sets of data.<br />
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Using Hadoop, the MapReduce framework can allow code to be executed on multiple servers a.k.a nodes removing the bottleneck of single machine performance.<br />
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Nodes can be grouped into clusters, dispersing processing and memory constraints, for faster access to datasets.<br />
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Here is an overview of how the MapReduce works.<br />
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# Sample Game of Thrones Dataset<br />
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# Looks like we have a few duplicates: Arya Stark and Bronn.<br />
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# While Daenerys Targaryen, Tyrion Lannister, Jon Snow, and Sansa Stark, all appear once.<br />
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<br />
<b><u>Sample Data Set</u></b><br />
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<ol style="text-align: left;">
<li>Arya Stark</li>
<li>Daenerys Targaryen</li>
<li>Jon Snow</li>
<li>Arya Stark</li>
<li>Bronn</li>
<li>Sansa Stark</li>
<li>Tyrion Lannister</li>
<li>Bronn</li>
</ol>
<br /><br />
<br />
First we execute the Map job, which will take the subsets of your data and isolates the entries in it. For each entry we assign a key -value pair, and create a tuple (k_i, v_i). <br />
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For each key (k_i)— our example contains GOT names — we assign the(v_i) as 1, because in our example we want to count the number of times the name appears.<br />
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# Part 1 - Map and subset<br />
<br />
Arya Stark<br />
Daenerys Targaryen<br />
Jon Snow<br />
Arya Stark<br />
Bronn<br />
Sansa Stark<br />
Tyrion Lannister<br />
Bronn<br />
<br />
<br />
# Subset 1<br />
<br />
Arya Stark → Key: 'Arya Stark’, Value: ‘1’<br />
Daenerys Targaryen → Key: ‘Daenerys Targaryen’, Value: ‘1’<br />
Jon Snow → Key: ‘Jon Snow’, Value: ‘1’<br />
Arya Stark → Key: ‘Arya Stark’, Value: ‘1’<br />
<br />
# Subset 2<br />
<br />
Bronn → Key: ‘Bronn’, Value: ‘1’<br />
Sansa Stark → Key: ‘Sansa Stark’, Value: ‘1’<br />
Tyrion Lannister → Key: ‘Tyrion Lannister’, Value: ‘1’<br />
Bronn → Key: ‘Bronn’, Value: ‘1’</div>
<div>
<br /></div>
<div>
<br />
<br />
Now we execute the Reduce job, which converts the tuple data from the Map job, and reduces the tuples to only contain unique keys while adding their values together.<br />
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# Part 2 - Reduce<br />
<br />
# Our tuples<br />
((Arya Stark, 1), (Daenerys Targaryen, 1), (Jon Snow, 1), (Arya Stark, 1), (Bronn, 1), (Sansa Stark, 1), (Tyrion Lannister, 1),(Bronn,1))<br />
<br />
# Our reduced tuples<br />
((Arya Stark, 1, 2), (Daenerys Targaryen, 2), (Jon Snow, 1), (Bronn, 1), (Sansa Stark, 1), (Tyrion Lannister, 1))<br />
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What we are left with is a reduced subset of our original data, with the number of times each unique key appears.<br />
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So we’ve taken the list of 8 GOT characters and reduced it down to 6 tuples.<br />
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Below is another visualization of MapReduce in the process, but instead of Person name, the dataset contains 9 letters:<br />
<br />
# Example 2<br />
<br />
[K, D, D, C, D, A, K, A, C]<br />
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Using the same MapReduce technique we can reduce our data to 4 tuples.<br />
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(A, 2), (D, 3), (C, 2), (K, 2)<br />
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Here is a visual example of the MapReduce process.</div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcHRFc6s9E2z5K6oTt_tjtRuwwp08kPkCam_Mab31KCVtQ7A78vq2izzkHHzW5kZbswb0iWrJQ5n7BDKyAJfM6PTVAM_yirtbxD0hwN8i4g-NpSeBlXjKaq3Lywp-bBjypJxK8cgCATYE/s1600/Screen+Shot+2019-04-30+at+8.18.35+PM.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="967" data-original-width="1600" height="385" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcHRFc6s9E2z5K6oTt_tjtRuwwp08kPkCam_Mab31KCVtQ7A78vq2izzkHHzW5kZbswb0iWrJQ5n7BDKyAJfM6PTVAM_yirtbxD0hwN8i4g-NpSeBlXjKaq3Lywp-bBjypJxK8cgCATYE/s640/Screen+Shot+2019-04-30+at+8.18.35+PM.png" width="640" /></a></div>
<div>
<br />
<div>
<h2 style="text-align: left;">
<span style="font-family: inherit;"><u><span style="font-size: large;">Installing PIG </span><span style="font-size: large;">on macOS</span></u></span></h2>
<div>
I use HomeBrew to install PIG</div>
<div>
<div>
$ brew install pig</div>
<div>
Updating Homebrew...</div>
<div>
==> Auto-updated Homebrew!</div>
<div>
Updated Homebrew from 718a43517 to 2aefcb37c.</div>
<div>
Updated 3 taps (homebrew/cask-versions, homebrew/core and homebrew/cask).</div>
<div>
==> Updated Formulae</div>
<div>
node ✔ fonttools pdftoipe poppler sipsak step unrar</div>
<div>
diff-pdf joplin plantuml sbcl sonobuoy swig vulkan-headers</div>
<div>
docker-credential-helper mosquitto pmd shpotify sourcekitten txr youtube-dl</div>
<div>
<br /></div>
<div>
==> Downloading https://www.apache.org/dyn/closer.cgi?path=pig/pig-0.17.0/pig-0.17.0.tar.gz</div>
<div>
==> Downloading from http://us.mirrors.quenda.co/apache/pig/pig-0.17.0/pig-0.17.0.tar.gz</div>
<div>
######################################################################## 100.0%</div>
<div>
🍺 /usr/local/Cellar/pig/0.17.0: 182 files, 204.5MB, built in 28 seconds</div>
<div>
<br /></div>
<span><a name='more'></a>What we covered so far can be thought of in two distinct parts:</span></div><div><ol style="text-align: left;"><li><span>Using HDFS to distribute large data sets</span></li><li><span>Using MapReduce to distribute a computational task to a distributed data set</span></li></ol></div><div><br />
Next we will learn about the latest technology in this space known as Spark.<br /><br /></div></div>
<div>
<br /></div>
<div>
<br class="Apple-interchange-newline" />Kinshuk Dutta<br />New York</div>
<br /></div>
<br /></div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com2tag:blogger.com,1999:blog-8163589560775146136.post-2741584435420433732012-02-06T07:51:00.006+00:002020-11-18T01:27:09.310+00:00Why multi domain MDM has become the talk of town?<div dir="ltr" trbidi="on">
<h1 style="text-align: left;"><b>[Multi - Domain] Master Data management</b></h1>
<br />
My blog started with the concept of MDM explained in <br /><a href="https://www.prodigalpundit.com/2008/09/ponga-pandit.html">Master Data Management (CDI/IR/PIM)</a> published in 2008.<br /><br /></div><div dir="ltr" trbidi="on">I will try to redefine some of the terms from the previous MDM blog.</div><div dir="ltr" trbidi="on"><br /><div class="MsoNormal"><b><i>Master Data:</i></b> It is the information that may include data about customers, products, employees, materials, suppliers, etc. often it is non-transactional in nature. In the context of MDM, master data can support transactional processes and operations also. Business-wise the analytics/reporting of an enterprise greatly depends on its master data. Master data is often used by several functional groups and stored in different data systems across an enterprise.</div>
<div class="MsoNormal">
Digitizing all the information has led us to a huge amount of data. The same is true for Master Data. Worldwide organizations are now aware of how easy it is to manage their customers or products if they have that information in digital form. Several data entry solutions are available and also several enterprise-level managing solutions like ERP solutions, CRM solutions, etc. It often so happens that in the same organizations we have different functional group storing and dealing with the same or similar data. It is but obvious that this leads to multiple copies of the master record in an organization.</div>
<div class="MsoNormal">
<b><i><br /></i></b>
<b><i>Master Data Management:</i></b> In computing, master data management (MDM) comprises a set of processes and tools that consistently defines and manages the master data of an organization (which may include reference data). MDM has the objective of providing processes for collecting, aggregating, matching, consolidating, quality-assuring, persisting, and distributing such data throughout an organization to ensure consistency and control in the ongoing maintenance and application use of this information. Thereby producing a master file which is believed to be the best version of truth or the “Golden Data”</div>
<div class="MsoNormal">
Managing Master Data is of utmost importance because it is used by multiple applications, an error in master data can cause errors in all the applications that use it. E.g. an incorrect address in the customer master might mean orders, bills, and marketing literature is all sent to the wrong address. Similarly, an incorrect price on an item master can be a marketing disaster, and an incorrect account number in an Account Master can lead to huge fines.</div>
<div class="MsoNormal">
<b><i><br /></i></b>
<b><i>DW & MDM: </i></b>In the IT world we have three main categories of enterprise one is the product company (people who develop and produce the MDM tools), the Service Implementers, and the Client (The organization where MDM will be implemented). Educating the third organization about the importance of MDM was the prior task of the first two. There were a different thought process and lots of challenging questions. Clients always had this question for the MDM vendors, why do we need an MDM solution at all when we already have a Data warehouse. At that point it was very important that all should understand where Data warehouse ends, MDM begins.</div>
<div class="MsoNormal">
In many ways, the processes are similar to those used in populating a data warehouse or datamart, particularly with the consolidation style of MDM. However, despite the close relationship between MDM and data warehousing, a glance at the recent literature reveals that these two important areas tend to be treated as separate:</div>
<div class="MsoNormal">
<i><u>Volume and Type of Data: </u></i>MDM systems involve only the master data, not terabytes of transaction data (such as telecommunication companies' call detail records), which may need to be stored at the detail level, in addition to various levels of aggregation for analysis purposes.</div>
<div class="MsoNormal">
<u><i>Database Design:</i> </u>The master data is typically held in a relatively normalized form, whereas many analytical systems depend on specialized designs, such as star schemas to improve analytical performance.</div>
<div class="MsoNormal">
<i><u>Use of the Data:</u></i> MDM reconciles semantic differences to give a single view of master data, usually for operational purposes, which is independent of any single application system. Data warehousing supports BI and analytics but does not usually support transactional activities. MDM systems and data warehouses are complementary, and the introduction of MDM systems into the operational area should reduce the work required to integrate and consolidate master data as it's prepared for loading into the data warehouse.</div>
<div class="MsoNormal">
Two approaches to master data management are widely taken in practice: MDM for operational purposes and MDM for analytical purposes. Operational MDM focuses on ensuring that data in multiple operational systems that should be the same actually is the same. Analytic MDM is usually associated with data warehousing and seeks to leave the operational world alone, instead of focusing on compiling a view of data that can be used for analytic BI and management information purposes. Operational MDM is generally being adopted by organizations with a need to focus on ensuring consistency of master data definitions across the operational systems landscape (e.g., enterprise resource planning, customer relationship management, etc.). Analytic MDM has become established as a style of implementation adopted by businesses needing to effect a significant improvement in the speed and quality of their business reporting, often centered on one or more national, regional, or enterprise data warehouses.</div>
<div class="MsoNormal">
<b><i><br /></i></b>
<b><i>About Multi-Domain MDM:</i></b> The term <i>multi-domain</i> is very confusing at times. </div><div class="MsoNormal">For a Client, it looks like different business domains whereas for the vendors it is actually the same business but different nature of data stored or the different types of entities, which the client organization is managing. So do you just manage the customer entity, just the product entity, or manage multiple types of entities. Sometimes this views suppliers and customers as being indifferent “domains” as they might have a different database structure. </div><div class="MsoNormal"><i>Multi-Domain MDM </i>is actually a technical view of a domain-driven from a product perspective. It should have been Multi-Entity MDM. Frankly speaking, that will make life much easier for the sales reps who want to push a multi-domain MDM implementation. Otherwise from a business perspective, often the clients get confused at the proposal itself and start wondering why we need connectivity between Customer-Centric, Enterprise Centric, and Supply Centric domains.</div>
<div class="MsoNormal"><br /></div><div class="MsoNormal">
The MDM product companies are now offering that with a single instance of MDM product one can:</div>
<div class="MsoNormal">
• Manage all domains of Master Data as well as Reference Data.</div>
<div class="MsoNormal">
• Implement both Operational MDM and Analytical MDM solutions.</div>
<div class="MsoNormal">
• Support multiple MDM architecture styles: Transactional, Consolidated, Hybrid.</div>
<div class="MsoNormal">
• Meet both B2B and B2C requirements.</div>
<div class="MsoNormal">
• Manage and harmonize metadata.</div>
<div class="MsoNormal">
• Manage unstructured data (such as documents and images) related to Master Data entities.<br />
<br />
<br />
<br />
<div style="text-align: left;"><h1 style="text-align: left;"><br /></h1></div></div></div><div dir="ltr" trbidi="on">--</div><div dir="ltr" style="text-align: left;" trbidi="on">Kinshuk Dutta </div><div dir="ltr" style="text-align: left;" trbidi="on">Kolkata</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com1tag:blogger.com,1999:blog-8163589560775146136.post-60707471131940942102010-11-30T10:37:00.007+00:002020-11-18T01:26:52.280+00:00Are you a Data Engineer or a Data Scientist?<div dir="ltr" style="text-align: left;" trbidi="on">
<h2 style="text-align: left;">
<span style="font-size: x-large;">Are you a Data Engineer or a Data Scientist?</span></h2>
In the recent time two new designation / title is making the headlines in the data world. 🌎<br />
Data Engineer & Data Scientist and it all begun with Data Analytics.</div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on">A data is no good unless we derive information out of it and that information should be insightful. The set of tools which lets you do that is known as data analytics products. People working in analytics are often associated with terms like Engineers & Scientists.<br /><br /></div><div dir="ltr" style="text-align: left;" trbidi="on">Why does it matter at all? </div><div dir="ltr" style="text-align: left;" trbidi="on"><br /></div><div dir="ltr" style="text-align: left;" trbidi="on">Well it matters because it determines the career road map for you. So, in order to know who you are or rather which of these broad category define your true nature. You will need to know the difference between them.</div><div dir="ltr" trbidi="on">
<br />
<div style="text-align: left;">
<b><u><i>Data Engineers</i></u></b> </div><div style="text-align: left;"><br /></div><div style="text-align: left;">Decisions backed by data and analytics can provide a competitive advantage and increase ROI.</div></div><div dir="ltr" trbidi="on">Hence it is critical that data analytics solutions implemented in your enterprise are fast and efficient.</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">If you are a data engineer you are expected to design, develop, implement and support product which can deal with data. Be it structural (Master, Reference, Meta, Transactional or Analytics) data or non structural data and curate a data pipeline or move data to production. Data engineers make the appropriate data accessible and available to the right users at the right time by enabling secure, compliant data utilization and democratization across enterprise.</div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">If you have more fun with the technical part of data . Like designing, building and arranging different components of data flow architecture. This is closely related to data architect in-fact when the traditional data architects starts handling and designing Big Data instead of Data Warehouse they are known as data engineers.</div><div style="text-align: left;" trbidi="on"><div style="text-align: left;"><br /></div>
<div style="text-align: left;">
<br /></div>
<div>
<b><u><i>Data Scientists</i></u></b> give a meaning to your data. Basically if you can read and understand trillions of data to predict a situation or trend by using analytics then you are a data scientist. </div><div>A Data Scientist collects, interprets and publishes data. The data they find can be used for many reasons, but in the business world, it often applies to finances or productivity. For example, a Data Scientist may look at sales figures against business decisions made over a certain time frame to determine how successful those decisions were. </div><div><br /></div><div>These professionals provide the forecasting knowledge a business needs to know whether changes will be effective before making a decision. Data Scientists work in a variety of industries, such as IT, healthcare, finance, retail and marketing.</div><div style="text-align: left;"><ol><li>In order to do their job efficiently the scientists typically follow the below mention approach:</li><li>Ask the right questions to begin the discovery process</li><li>Acquire data</li><li>Process and clean the data</li><li>Integrate and store data</li><li>Initial data investigation and exploratory data analysis</li><li>Choose one or more potential models and algorithms</li><li>Apply data science techniques, such as machine learning, statistical modeling, and artificial intelligence</li><li>Measure and improve results</li><li>Present final result to stakeholders</li><li>Make adjustments based on feedback</li><li>Repeat the process to solve a new problem
</li></ol></div><div style="text-align: left;" trbidi="on"><br /></div>--</div><div style="text-align: left;" trbidi="on">Kinshuk Dutta<br /><br /></div><div style="text-align: left;" trbidi="on">Kolkata</div><div style="text-align: left;" trbidi="on">Nov. 2010</div><div style="text-align: left;" trbidi="on">
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I recently found this excellent pictorial representation on <a href="www.datacamp.com" target="_blank">Data Camp</a>. Which echoes my thought.</div><div style="text-align: left;" trbidi="on"><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjlEhAw364Oj2BGxlKdvl57-x92W59HMY-eJ0QTNsz7UF9cvaI6D1BHtuShslrYf5GLEL1IieK_CqPg3bdOEu5XAl04N54A7qCblMhhqLSJKF7a-cfV0GaW-516f6M5B0TxJSbYGUOxKno/s602/1_cetCGqY85nShX2wBNsDDnQ.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="336" data-original-width="602" height="328" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjlEhAw364Oj2BGxlKdvl57-x92W59HMY-eJ0QTNsz7UF9cvaI6D1BHtuShslrYf5GLEL1IieK_CqPg3bdOEu5XAl04N54A7qCblMhhqLSJKF7a-cfV0GaW-516f6M5B0TxJSbYGUOxKno/w586-h328/1_cetCGqY85nShX2wBNsDDnQ.png" width="586" /></a></div><br /><div style="text-align: left;" trbidi="on"><br /></div><div style="text-align: left;" trbidi="on"><br />
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Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-11204830717886804432010-07-22T12:55:00.002+01:002020-11-18T01:26:23.579+00:00Cloud Computing<div dir="ltr" style="text-align: left;" trbidi="on">
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Cloud Computing - "Finally, all of you, live in harmony with one another; be sympathetic, love as brothers, be compassionate and humble." 1 Peter 3:8 (NIV)</h2>
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Come lets share our resources for a much more efficient IT world. Such a nice explanation is available on the following sites that I don need to explain any thing at all.<br />
<a href="http://en.wikipedia.org/wiki/Cloud_computing">http://en.wikipedia.org/wiki/Cloud_computing</a><br />
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The major cloud computing implementations are:<br />
<a href="http://www.salesforce.com/uk/cloudcomputing/">SFDC</a><br />
<a href="http://www.google.co.uk/aclk?sa=l&ai=CV6tfWC9ITLrcKcWAjAekoMXfBsDH2sYBgr2Bug2I4_ijGAgAEAIoA1DlovyA-_____8BYLu-roPQCqABgNDo_APIAQGqBBdP0BEFUUseZq_jG0adcLencYzTFVP9WA&sig=AGiWqtyABt9aDW5nmDqZlhFOGAx8xF21ow&adurl=https://www.redplaid.com/cloud_solutions.php%3Fcmpid%3Dpsga_rp_clor1%26_kk%3Doracle%2520cloud%2520computing%26_kt%3Dc96ba414-81b9-43c9-965e-4ceb5761b206">Oracle Cloud Computing</a><br />
<a href="http://www.microsoft.com/windowsazure/">Windows Azure</a><br />
<a href="http://aws.amazon.com/ec2/">Amazon EC2 - Elastic Compute Cloud</a><br />
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Kinshuk Dutta<br />
London</div>
Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-7489678788341157812010-07-22T00:53:00.003+01:002020-11-18T01:26:11.597+00:00Social CRM - A Cult<div dir="ltr" style="text-align: left;" trbidi="on">
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Am I Becoming Vulnerable - Social CRM</h2>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">The more information one puts on the net the more vulnerable he/she is becoming. Earlier crooks were playing with it illegally but now ethically people are using information pertaining to someone available on WWW to analyze, understand, and peruse the person for one’s own gain.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Does it sound weird? Actually not. That’s what Social CRM is all about. A couple of years back everybody was talking about Social CRM. The hype was much more than the promo of Yash Raj Films. At that time things were much mystified and mystical, so what exactly is Social CRM?<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">The traditional CRM system assists an organization by bringing together data from all areas of an organization, giving a 360-degree view of a customer for marketing and sales to make informed decisions on cross-selling and up-selling opportunities as well as to shape marketing strategies and corporate communications.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Social CRM, on the other hand, is based on your existing CRM that has the ability to leverage the social web and automate the conversion process. The social CRM can be used by marketing and sales teams to listen to conversations, craft appropriate messages, join in immediately with customer conversation, and offer them value in terms of information and solutions.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">The ROI for setting up this system will be the relationships and long term loyalty that serve entrepreneurs over time. Social CRM will help generate marketing intelligence, providing the marketing department with insight that will assist your company to source better leads and reduce customer support costs through self-helping communities.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">To begin with, marketers should dedicate time to working with brand advocates, involving them in shaping the product and communications. This is how social CRM is supposed to work; through the integration of customer social networks.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">One should find that their existing customers belong to social networks and openly add more information to their profile than what you have in your traditional CRM system. Therefore you should think creatively of ways to integrate your customer’s networks into your current CRM.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">One can know completely about a customer from combined information of his LinkedIn, Facebook, and Orkut profiles more insight can be availed from the way the person tweets on Twitter or tracking his conversations on friend feed and Buzz.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Social networks and communities are influencing CRM; resulting in corporate sites and marketing communications being able to recognize social relationships and customers' preferences and deliver customized experiences to them in real-time. We are still some distance from this scenario; however companies such as Appirio and Salesforce are already leading the way in Social CRM.<o:p></o:p></span></span></div>
<div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">A couple of years back, Appirio developed a Facebook application that can easily be rebranded by marketers for campaign activity. This application can be distributed at the same time sharing information, recommending information to peers, and used for other purposes such as recruiting, word of mouth, and other typical social network activities. As the information is shared, it can then be passed to a landing page where users can submit information in a web form that is stored on Salesforce.<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Social CRM is both exciting and daunting, but by taking tiny steps to understanding social media, and experimenting through integrating social tools into your CRM system now, then testing and improving, you will be very well prepared.<o:p></o:p></span></span><br />
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Guess what? there used to be telemarketing, Now we have Twitter marketing.</span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Kinshuk Dutta</span></span></div>
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Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-78924842491014036902010-07-20T14:01:00.006+01:002020-12-15T14:27:10.187+00:00Introduction to NoSQL | Mongo DB<div dir="ltr" trbidi="on">
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<br /><h1 style="text-align: left;">Introduction to NoSQL</h1><h2 style="text-align: left;"><br /></h2><h2 style="text-align: left;">A Brief History of NoSQL</h2></div><div dir="ltr" trbidi="on"><br /></div><div dir="ltr" trbidi="on">I came across this brief history from a <a href="http://blog.knuthaugen.no/2010/03/a-brief-history-of-nosql.html">blog</a><br /><br /><a href="http://en.wikipedia.org/wiki/NoSQL">NoSQL</a> was in fact first used by Carlo Strozzi in 1998 as the name of the file-based <a href="http://www.strozzi.it/cgi-bin/CSA/tw7/I/en_US/nosql/Home%20Page">database he was developing</a>. Ironically it’s a relational database just one without a SQL interface. The term re-surfaced in 2009 when Eric Evans used it to name the current surge in non-relational databases. <br /><br /><h4 style="text-align: left;">## the 1960s</h4></div><div dir="ltr" trbidi="on"><a href="http://en.wikipedia.org/wiki/MultiValue">MultiValue</a> (aka PICK) databases are developed at TRW in 1965.<br />According to a comment from Scott Jones <a href="http://en.wikipedia.org/wiki/MUMPS">M[umps]</a> is developed at Mass General Hospital in 1966. It is a programming language that incorporates a hierarchical database with B+ tree storage.<br />IBM <a href="http://en.wikipedia.org/wiki/IBM_Information_Management_System">IMS</a>, a hierarchical database, is developed with Rockwell and Caterpillar for the Apollo space program in 1966.<br /><br /></div><div dir="ltr" trbidi="on"><h4 style="text-align: left;">## the 1970s</h4><ul style="text-align: left;"><li>InterSystems develops the ISM product family succeeded by the Open M product, all M[umps] implementations. See comment from Scott Jones below.</li><li>M[umps] is approved as an ANSI standard language in 1977.</li><li>in 1979 Ken Thompson creates <a href="http://en.wikipedia.org/wiki/Dbm">DBM</a> which is released by AT&T. At its core, it is a file-based hash.</li></ul><h4 style="text-align: left;">## the 1980’s</h4>Several successors to DBM spring into life.<br /><ul style="text-align: left;"><li><a href="http://tdbm.dss.ca/">TDBM</a> supporting atomic transactions</li><li>NDBM was the Berkeley version of DBM supporting having multiple databases open at the same time.</li><li>SDBM - another clone of DBM mainly for licensing reasons.</li><li><a href="http://en.wikipedia.org/wiki/GT.M">GT.M</a> is the first version of a key-value store with a focus on high-performance transaction processing. It is open-sourced in 2000.</li><li><a href="http://en.wikipedia.org/wiki/Berkeley_DB">BerkeleyDB</a> is created at Berkeley in the transition from 4.3BSD to 4.4BSD. Sleepycat software is started as a company in 1996 when Netscape needed new features for BerkeleyDB. Later acquired by Oracle which still sells and maintains BerkeleyDB.</li><li><a href="http://www-01.ibm.com/software/lotus/">Lotus Notes</a> or rather the server part, Lotus Domino, which really is a document database has it’s initial release in 1989, now sold by IBM. It has evolved a lot from the early versions and is now a full office and collaboration suite.</li></ul><h4 style="text-align: left;">## the 1990’s</h4><ul style="text-align: left;"><li><a href="http://www.vivtek.com/gdbm/">GDBM</a> is the Gnu project clone of DBM</li><li><a href="http://en.wikipedia.org/wiki/Mnesia">Mnesia</a> is developed by Ericsson as a soft real-time database to be used in telecom. It is relational in nature but does not use SQL as query language but rather Erlang itself.</li><li><a href="http://www.intersystems.com/">InterSystems Caché</a> launched in 1997 and is a hybrid so-called post-relational database. It has object interfaces, SQL, PICK/MultiValue, and direct manipulation of data structures. It is an M[umps] implementation. See Scott Jones comment below for more on the history of InterSystems</li><li><a href="http://en.wikipedia.org/wiki/Metakit">Metakit</a> is started in 1997 and is probably the first document-oriented database. Supports smaller datasets than the ones in vogue nowadays.</li></ul><h4 style="text-align: left;">##2000-2005</h4><ul style="text-align: left;"><li>This is where the NoSQL train really picks up some momentum and a lot is starting to happen.</li><li>Graph database <a href="http://neo4j.org/">Neo4j</a> is started in 2000.</li><li><a href="http://www.db4o.com/">db4o</a> an object database for Java and .net is started in 2000</li><li><a href="http://qdbm.sourceforge.net/">QDBM</a> is a re-implementation of DBM with better performance by Mikio Hirabayashi.</li><li><a href="http://memcached.org/">Memcached</a> is started in 2003 by Danga to power Livejournal. Memcached isn’t really a database since it’s memory-only but there is soon a version with file storage called <a href="http://memcachedb.org/">memcachedb</a>.</li><li><a href="http://infogrid.org/">Infogrid</a> graph database is started as closed source in 2005, open-sourced in 2008</li><li><a href="http://couchdb.apache.org/">CouchDB</a> is started in 2005 and provides a document database inspired by Lotus Notes. The project moves to the Apache Foundation in 2008.</li><li>Google <a href="http://en.wikipedia.org/wiki/BigTable">BigTable</a> is started in 2004 and the research paper is released in 2006.</li><li><br /></li></ul><h4 style="text-align: left;">##2006-2010</h4><ul style="text-align: left;"><li><a href="http://jackrabbit.apache.org/">JackRabbit</a> is started in 2006 as an implementation of JSR 170 and 283.</li><li><a href="http://1978th.net/tokyocabinet/">Tokyo Cabinet</a> is a successor to QDBM by (Mikio Hirabayashi) started in 2006</li><li>The research paper on <a href="http://www.allthingsdistributed.com/2007/10/amazons_dynamo.html">Amazon Dynamo</a> is released in 2007.</li><li>The document database <a href="http://www.mongodb.org/display/DOCS/Home">MongoDB</a> is started in 2007 as a part of an open-source cloud computing stack and first standalone release in 2009.</li><li>Facebooks open sources the <a href="http://cassandra.apache.org/">Cassandra project</a> in 2008</li><li><a href="http://project-voldemort.com/">Project Voldemort</a> is a replicated database with no single-point-of-failure. Started in 2008.</li><li><a href="http://github.com/cliffmoon/dynomite">Dynomite</a> is a Dynamo clone written in Erlang.</li><li><a href="http://code.google.com/p/terrastore/">Terrastore</a> is a scalable elastic document store started in 2009</li><li><a href="http://code.google.com/p/redis/">Redis</a> is a persistent key-value store that started in 2009</li><li><a href="http://riak.basho.com/">Riak</a> Another dynamo-inspired database started in 2009.</li><li><a href="http://wiki.apache.org/hadoop/Hbase">HBase</a> is a BigTable clone for the Hadoop project while <a href="http://hypertable.org/">Hypertable</a> is another BigTable type database also from 2009.</li><li><a href="http://github.com/stevedekorte/vertexdb">Vertexdb</a> another graph database is started in 2009</li><li>Eric Evans of Rackspace, a committer on the Cassandra project, introduces the term “NoSQL” often used in the sense of “Not Only SQL” to describe the surge of new projects and products.</li></ul><div class="MsoNormal" style="line-height: normal;">
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Kinshuk Dutta<o:p></o:p></span></span></div>
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<span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;"><br /></span></span></div><div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;"><span><a name='more'></a></span></span></span><h1 style="text-align: left;"><span class="Apple-style-span" style="font-family: "arial";"><span class="Apple-style-span"><span style="font-size: x-large;">Mongo DB</span></span></span></h1><h2 style="text-align: left;">Install Mongo DB on Mac</h2><div><div class="section" id="prerequisites" style="box-sizing: border-box; caret-color: rgb(73, 71, 71); color: #494747; font-family: Akzidenz, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16px; margin-top: 0px;"><h3 style="box-sizing: border-box; color: #313030; font-size: 18px; line-height: 24px; margin: 24px 0px; padding: 0px;">Prerequisites<a class="headerlink" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#prerequisites" style="box-sizing: border-box; color: var(--mongodb-green); font-size: 0.8em; padding: 0px 4px; text-decoration: none; visibility: hidden;" title="Permalink to this headline"></a></h3><p style="box-sizing: border-box; margin: 0px 0px 24px; padding: 0px;">Ensure your system meets each of the following prerequisites. You only need to perform each prerequisite step once on your system. If you have already performed the prerequisite steps as part of an earlier MongoDB installation using Homebrew, you can skip to the <a class="reference internal" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#install" style="box-sizing: border-box; color: #006cbc; text-decoration: none;">installation procedure</a>.</p><div class="section" id="install-xcode-command-line-tools" style="box-sizing: border-box;"><h4 style="box-sizing: border-box; color: #313030; line-height: 24px; margin: 24px 0px; padding: 0px;">Install Xcode Command-Line Tools<a class="headerlink" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#install-xcode-command-line-tools" style="box-sizing: border-box; color: var(--mongodb-green); font-size: 0.8em; padding: 0px 4px; text-decoration: none; visibility: hidden;" title="Permalink to this headline"></a></h4><p style="box-sizing: border-box; margin: 0px 0px 24px; padding: 0px;">Homebrew requires the Xcode command-line tools from Apple’s Xcode.</p><ul style="box-sizing: border-box; margin-bottom: 10px; margin-top: 0px;"><li style="box-sizing: border-box; padding-top: 0.2em;"><p class="first" style="box-sizing: border-box; margin: 0px;">Install the Xcode command-line tools by running the following command in your macOS Terminal:</p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">Xcode-select --install</span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">kinshukdutta@kinshuks-macbook-pro users % Xcode-select --install</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Xcode-select: error: command line tools are already installed, use "Software Update" to install updates</span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">
</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">kinshukdutta@kinshuks-macbook-pro </span>use "Software Update" to install updates</p></li></ul></div><div class="section" id="install-homebrew" style="box-sizing: border-box;"><h4 style="box-sizing: border-box; color: #313030; line-height: 24px; margin: 24px 0px; padding: 0px;">Install Homebrew<a class="headerlink" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#install-homebrew" style="box-sizing: border-box; color: var(--mongodb-green); font-size: 0.8em; padding: 0px 4px; text-decoration: none; visibility: hidden;" title="Permalink to this headline"></a></h4><p style="box-sizing: border-box; margin: 0px 0px 24px; padding: 0px;">macOS does not include the Homebrew <code class="docutils literal" style="box-sizing: border-box; color: black; font-family: "Source Code Pro", monospace; font-size: 1em;">brew</code> package by default.</p><ul class="simple" style="box-sizing: border-box; margin-bottom: 10px; margin-top: 0px;"><li style="box-sizing: border-box; padding-top: 0.2em;">Install <code class="docutils literal" style="box-sizing: border-box; color: black; font-family: "Source Code Pro", monospace; font-size: 1em;">brew</code> using the official <a class="reference external" href="https://brew.sh/#install" style="box-sizing: border-box; color: #006cbc; text-decoration: none;">Homebrew installation instructions</a>.</li></ul></div><div class="section" id="tap-the-mongodb-homebrew-tap" style="box-sizing: border-box;"><h4 style="box-sizing: border-box; color: #313030; line-height: 24px; margin: 24px 0px; padding: 0px;">Tap the MongoDB Homebrew Tap<a class="headerlink" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#tap-the-mongodb-homebrew-tap" style="box-sizing: border-box; color: var(--mongodb-green); font-size: 0.8em; padding: 0px 4px; text-decoration: none; visibility: hidden;" title="Permalink to this headline"></a></h4><ul style="box-sizing: border-box; margin-bottom: 10px; margin-top: 0px;"><li style="box-sizing: border-box; padding-top: 0.2em;"><p class="first" style="box-sizing: border-box; margin: 0px;">Run the following command in your macOS Terminal:</p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">brew tap mongodb/brew</span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Tapping mongodb/brew</b></span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Cloning into '/usr/local/Homebrew/Library/Taps/mongodb/homebrew-brew'...</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Enumerating objects: 130, done.</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Counting objects: 100% (130/130), done.</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Compressing objects: 100% (107/107), done.</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Total 495 (delta 53), reused 57 (delta 23), pack-reused 365</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Receiving objects: 100% (495/495), 108.38 KiB | 0 bytes/s, done.</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Resolving deltas: 100% (222/222), done.</span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">
</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Tapped 11 formulae (37 files, 175.6KB).</span></p><div><span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div></li></ul></div></div><div class="section" id="installing-mongodb-4-4-edition-edition" style="box-sizing: border-box; caret-color: rgb(73, 71, 71); color: #494747; font-family: Akzidenz, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16px;"><span id="install" style="box-sizing: border-box;"></span><h3 style="box-sizing: border-box; color: #313030; font-size: 18px; line-height: 24px; margin: 24px 0px; padding: 0px;">Installing MongoDB 4.4 Community Edition<a class="headerlink" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#installing-mongodb-4-4-edition-edition" style="box-sizing: border-box; color: var(--mongodb-green); font-size: 0.8em; padding: 0px 4px; text-decoration: none; visibility: hidden;" title="Permalink to this headline"></a></h3><p style="box-sizing: border-box; margin: 0px 0px 24px; padding: 0px;">Follow these steps to install MongoDB Community Edition using Homebrew’s <code class="docutils literal" style="box-sizing: border-box; color: black; font-family: "Source Code Pro", monospace; font-size: 1em;">brew</code> package manager.</p><ol class="arabic" style="box-sizing: border-box; list-style-image: initial; list-style-position: initial; margin-bottom: 10px; margin-top: 0px;"><li style="box-sizing: border-box; padding-top: 0.2em;"><p class="first" style="box-sizing: border-box; margin: 0px;">Verify that your system meets all the <a class="reference internal" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#osx-prereq" style="box-sizing: border-box; color: #006cbc; text-decoration: none;">installation prerequisites</a> by running the following command in your macOS Terminal:</p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">brew tap </span><span class="p" style="background-color: #f5f6f7; box-sizing: border-box; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">|</span><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"> grep mongodb</span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">kinshukdutta@kinshuks-macbook-pro users % brew tap | grep mongodb</span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">
</span></p><p style="color: black; font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">mongodb/brew</span></p><div><span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p style="box-sizing: border-box; margin: 0px;">You should see the MongoDB brew tap listed. If you do not, or you receive an error, return to the <a class="reference internal" href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/#osx-prereq" style="box-sizing: border-box; color: #006cbc; text-decoration: none;">Prerequisites</a> section.</p><p style="box-sizing: border-box; margin: 0px;"><br /></p><p style="box-sizing: border-box; margin: 0px;"><br /></p></li><li style="box-sizing: border-box; padding-top: 0.2em;"><p class="first" style="box-sizing: border-box; margin: 0px;">To install MongoDB, run the following command in your macOS Terminal application:</p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;">brew install mongodb-community@4.4</span></p><p class="first" style="box-sizing: border-box; margin: 0px;"><span style="background-color: #f5f6f7; color: #222222; font-family: "Source Code Pro", monospace; font-size: 14px;"><br /></span></p><p style="box-sizing: border-box; margin: 0px;">Alternatively, you can specify a previous version of MongoDB if desired. You can also maintain multiple versions of MongoDB side by side in this manner.</p></li></ol></div></div><div><span style="font-variant-ligatures: no-common-ligatures;">Error:<br /><br /><span style="color: #b42419; font-family: Menlo;"><span style="font-size: 11px;"><u>Error</u></span></span></span><span style="font-family: Menlo; font-size: 11px; font-variant-ligatures: no-common-ligatures;">: </span></div><div>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> homebrew-core is a shallow clone.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> homebrew-cask is a shallow clone.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">To `brew update`, first run:</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> git -C /usr/local/Homebrew/Library/Taps/homebrew/homebrew-core fetch --unshallow</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> git -C /usr/local/Homebrew/Library/Taps/homebrew/homebrew-cask fetch --unshallow</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">This restriction has been made on GitHub's request because updating shallow</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">clones is an extremely expensive operation due to the tree layout and traffic of</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Homebrew/homebrew-core and Homebrew/homebrew-cask. We don't do this for you</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">automatically to avoid repeatedly performing an expensive unshallow operation in</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">CI systems (which should instead be fixed to not use shallow clones). Sorry for</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">the inconvenience!</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Installing mongodb-community from mongodb/brew</b></span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://fastdl.mongodb.org/tools/db/mongodb-database-tools-macos-x86_64-100.2.1.zip</b></span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #400bd9; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Downloading https://fastdl.mongodb.org/osx/mongodb-macos-x86_64-4.4.1.tgz</b></span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">######################################################################## 100.0%</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Installing dependencies for mongodb/brew/mongodb-community: </b></span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>mongodb-database-tools</b></span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;">==></span><span style="font-variant-ligatures: no-common-ligatures;"> <b>Installing mongodb/brew/mongodb-community dependency: </b></span><span style="color: #2fb41d; font-variant-ligatures: no-common-ligatures;"><b>mongodb-database-tools</b></span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #b42419; font-variant-ligatures: no-common-ligatures;">Error:</span><span style="font-variant-ligatures: no-common-ligatures;"> Your CLT does not support macOS 11.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">It is either outdated or was modified.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Please update your CLT or delete it if no updates are available.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Update them from Software Update in System Preferences or run:</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> softwareupdate --all --install --force</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 13px;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">If that doesn't show you an update run:</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> sudo rm -rf /Library/Developer/CommandLineTools</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> sudo xcode-select --install</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 13px;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Alternatively, manually download them from:</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> </span><span style="font-variant-ligatures: no-common-ligatures; text-decoration: underline;">https://developer.apple.com/download/more/</span><span style="font-variant-ligatures: no-common-ligatures;">.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 13px;"><span style="font-variant-ligatures: no-common-ligatures;"></span><br /></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #b42419; font-variant-ligatures: no-common-ligatures;">Error:</span><span style="font-variant-ligatures: no-common-ligatures;"> An exception occurred within a child process:</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"> SystemExit: exit</span></p></div><div><span style="font-variant-ligatures: no-common-ligatures;"><br /></span></div><div><span style="font-variant-ligatures: no-common-ligatures;"><p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">kinshukdutta@kinshuks-macbook-pro ~ % git -C /usr/local/Homebrew/Library/Taps/homebrew/homebrew-core fetch --unshallow</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Enumerating objects: 272231, done.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Counting objects: 100% (272214/272214), done.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Compressing objects: 100% (123993/123993), done.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">remote: Total 265436 (delta 142473), reused 261590 (delta 138654), pack-reused 0</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Receiving objects: 100% (265436/265436), 62.89 MiB | 8.93 MiB/s, done.</span></p>
<p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;">Resolving deltas: 100% (142473/142473), completed with 3221 local objects.</span></p><p style="font-family: Menlo; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="font-variant-ligatures: no-common-ligatures;"><br /></span></p></span></div><div><span class="Apple-style-span" style="font-family: "arial";"><span class="Apple-style-span"><span style="font-size: x-large;"><br /></span></span></span></div><div><span class="Apple-style-span" style="font-family: "arial";"><span class="Apple-style-span"><div class="MsoNormal" style="line-height: normal;"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">-<o:p></o:p></span></span></div><div class="MsoNormal" style="line-height: normal;"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Kinshuk Dutta<o:p></o:p></span></span></div><div class="MsoNormal" style="line-height: normal;"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">New York<o:p></o:p></span></span></div><div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;"><br /></span></span></div><div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;"><!--more--></span></span><h1><span style="font-size: x-large;">Neo4J</span></h1></div></span></span></div><div><br /></div></div><div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;"><br /></span></span></div>
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Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0tag:blogger.com,1999:blog-8163589560775146136.post-90678820643771662342008-09-22T18:42:00.010+01:002020-11-18T01:07:55.404+00:00Master Data Management (CDI/IR/PIM)<h1 style="text-align: left;">What is Master Data Management
</h1><div>It's the process of managing "Master Data". </div><div><br /></div>Master Data Management is a technology-enabled discipline in which business and Information Technology work together to ensure the uniformity, accuracy, stewardship, semantic consistency, and accountability of the enterprise's official shared master data assets.<div><span face="arial, sans-serif" style="caret-color: rgb(77, 81, 86); color: #4d5156; font-size: 14px;"><a class="q ruhjFe NJLBac fl" data-ved="2ahUKEwjEhqq5montAhWjuVkKHU6ECVIQmhMwGHoECBYQAg" href="https://en.wikipedia.org/wiki/Master_data_management" style="color: #1a0dab; cursor: pointer; outline: 0px; text-decoration: none; white-space: nowrap;">Wikipedia</a></span></div><div><br /></div><h2 style="text-align: left;">What is Master Data</h2><p style="text-align: left;">Enterprize data can be broadly categorized as :</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEieBlHE3EOSG3XxsQuPh-blwWyhSzqKpXnWD6UKUuFo01tMLtLM4NK8JLWuAlRjq6VlLDrCQwoM2AdWupRHwYNEIauWWtZN_gdH7uJenmu8EX-pDzbIoUyu7WcLJ53peRGQFxmubzjV9tg/s595/Screen+Shot+2020-11-17+at+4.14.00+AM.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="326" data-original-width="595" height="219" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEieBlHE3EOSG3XxsQuPh-blwWyhSzqKpXnWD6UKUuFo01tMLtLM4NK8JLWuAlRjq6VlLDrCQwoM2AdWupRHwYNEIauWWtZN_gdH7uJenmu8EX-pDzbIoUyu7WcLJ53peRGQFxmubzjV9tg/w400-h219/Screen+Shot+2020-11-17+at+4.14.00+AM.png" width="400" /></a></div><b>Transactional data</b> are the elements that support the on-going operations of an organization and are included in the application systems that automate key business processes. This can include areas such as sales, service, order management, manufacturing, purchasing, billing, accounts receivable, and accounts payable. Commonly, transactional data refers to the data that is created and updated within the operational systems. Examples of transactional data included the time, place, price, discount, payment methods, etc. used at the point of sale.<div><br /><div><b>Analytical data</b> are the numerical values, metrics, and measurements that provide business intelligence and support organizational decision making. Typically analytical data is stored in Online Analytical Processing (OLAP) repositories optimized for decision support, such as enterprise data warehouses and department data marts. Analytical data is characterized as being the facts and numerical values in a dimensional model. Normally, the data resides in fact tables surrounded by key dimensions such as customer, product, account, location, and date/time. </div><br /><br /><b>Master data</b> is your most important data it plays a critical role in the core operation of a business. Master data refers to the prime entities that are used by several functional groups in your enterprise and are typically stored in different data systems across an organization. </div><div>In other words, it represents the business entities around which the organization’s business transactions are executed and the primary elements around which analytics are conducted. </div><div>Master data is typically persistent, non-transactional data utilized by multiple systems that define the primary business entities. </div><div>Master data may include data about customers, products, employees, inventory, suppliers, and sites.<div> <p style="text-align: left;">This year we have seen emerging trends in CDI & PIM. Let's understand what are they? Why do enterprises need it or why is it such sought after and how do they really qualify in the MDM ecosphere.</p><h2 style="text-align: left;">CDI/IR/MDM</h2>Customer data integration (CDI) and master data management (MDM) are getting significant buzz in both information technology (IT) and business circles. <div>Master data management represents the data management disciplines and processes, and </div><div>CDI represents the authoritative system for customer data. </div><div>Both concepts are tightly linked.</div><div><br /></div><div>It all started with CDI and CDI started with CIF or Client Information File. Where we store information for a customer in a digitized file. This information can be accessed by various applications across the enterprise. However, often different applications tend to store the client information in their own way and format which is neither accessible nor sharable with other applications. Hence client data integration is required to share the information across multiple applications.</div><div><br /></div><div>Identity resolution (IR) is an operational intelligence process, typically powered by an entity resolution engine or middleware, whereby organizations can connect disparate data sources with a view to understanding possible entity matches and non-obvious relationships across multiple data silos. It analyzes all of the information relating to individuals and/or entities from multiple sources of data and then applies likelihood and probability scoring to determine which identities are a match and what, if any, non-obvious relationships exist between those identities.</div><div><br /></div><h2 style="text-align: left;">PIM/MDM</h2><div>Product information management (PIM) is the process of managing all the information required to market and sell products through distribution channels. This product data is created by an internal organization to support a multichannel marketing strategy. A central hub of product data can be used to distribute information to sales channels such as e-commerce websites, print catalogs, marketplaces such as Amazon and Google Shopping, social media platforms like Facebook and electronic data feeds to trading partners.</div><div><br />PIM solutions are most relevant to business-to-consumer (B2C) and business-to-business (B2B) firms that sell products through a variety of sales channels in a range of industries.</div><div>The use of PIM is generally influenced by a company's:<br /><ul style="text-align: left;"><li>A wide array of products and/or complex product data set</li><li>Frequently changing product characteristics</li><li>An increasing number of sales channels</li><li>Non-uniform IT infrastructure </li><li>Online business and electronic ordering</li><li>Various locales and localization requirements</li></ul>PIM systems manage customer-facing product data needed to support multiple geographic locations, multi-lingual data, and maintenance and modification of product information within a centralized catalog. Product information kept by a business can be scattered throughout departments and held by employees or systems, instead of being available centrally; data may be saved in various formats, or only be available in hard copy form. Information may be needed for detailed product descriptions with prices, or calculating freight costs. PIM represents a solution for centralized, media-independent product data maintenance, as well as efficient data collection, enrichment, data governance, and output</div><div><br /></div><div><div dir="ltr" trbidi="on"><div class="MsoNormal"><div><h1>Key concepts of MDM</h1>Let's revisit the basics of Master Data Management & Data Governance! </div><div><br /></div><h3>MDM Eco-System</h3><div>The MDM Eco-System as I like to call it mainly evolves around processes like Data Quality, Data Cleansing, De-duplication & Data Stewardship.</div><div></div><h3>Data Quality</h3>There are 7 dimensions of Data Quality:<br /><ol><li><span style="font-family: "trebuchet ms"; font-size: 13px;"><b>Accuracy</b>: </span>The degree of conformity of a measure to a standard or a true value - see also Accuracy and precision. Accuracy is very hard to achieve through data-cleansing in the general case because it requires accessing an external source of data that contains the true value: such "gold standard" data is often unavailable. Accuracy has been achieved in some cleansing contexts, notably customer contact data, by using external databases that match up zip codes to geographical locations (city and state) and also help verify that street addresses within these zip codes actually exist.</li><li><span style="font-family: "trebuchet ms"; font-size: 13px;"><b>Completeness</b>: </span>The degree to which all required measures are known. Incompleteness is almost impossible to fix with data cleansing methodology: one cannot infer facts that were not captured when the data in question was initially recorded. (In some contexts, e.g., interview data, it may be possible to fix incompleteness by going back to the original source of data, i.e. re-interviewing the subject, but even this does not guarantee success because of problems of recall - e.g., in an interview to gather data on food consumption, no one is likely to remember exactly what one ate six months ago. In the case of systems that insist certain columns should not be empty, one may work around the problem by designating a value that indicates "unknown" or "missing", but the supplying of default values does not imply that the data has been made complete.)</li><li><span style="font-family: "trebuchet ms"; font-size: 13px;"><b>Consistency</b>: </span>The degree to which a set of measures are equivalent in across systems (see also Consistency). Inconsistency occurs when two data items in the data set contradict each other: e.g., a customer is recorded in two different systems as having two different current addresses, and only one of them can be correct. Fixing inconsistency is not always possible: it requires a variety of strategies - e.g., deciding which data were recorded more recently, which data source is likely to be most reliable (the latter knowledge may be specific to a given organization), or simply trying to find the truth by testing both data items (e.g., calling up the customer).</li><li><span style="font-family: "trebuchet ms"; font-size: 13px;"><b>Conformity</b>: </span>Can be ensured by enabling validation constraints which fall into the following categories:<br /></li><ul><li>Data-Type Constraints – e.g., values in a particular column must be of a particular data type, e.g., Boolean, numeric (integer or real), date, etc.</li><li>Range Constraints: typically, numbers or dates should fall within a certain range. That is, they have minimum and/or maximum permissible values.</li><li>Mandatory Constraints: Certain columns cannot be empty.</li><li>Unique Constraints: A field, or a combination of fields, must be unique across a dataset. For example, no two persons can have the same social security number.</li><li>Set-Membership constraints: The values for a column come from a set of discrete values or codes. For example, a person's gender may be Female, Male or Unknown (not recorded).</li><li>Foreign-key constraints: This is the more general case of set membership. The set of values in a column is defined in a column of another table that contains unique values. For example, in a US taxpayer database, the "state" column is required to belong to one of the US's defined states or territories: the set of permissible states/territories is recorded in a separate State table. The term foreign key is borrowed from relational database terminology.</li><li>Regular expression patterns: Occasionally, text fields will have to be validated this way. For example, phone numbers may be required to have the pattern (999) 999-9999.</li><li>Cross-field validation: Certain conditions that utilize multiple fields must hold. For example, in laboratory medicine, the sum of the components of the differential white blood cell count must be equal to 100 (since they are all percentages). In a hospital database, a patient's date of discharge from the hospital cannot be earlier than the date of admission.</li></ul><li><span style="font-family: "trebuchet ms"; font-size: 13px;"><b>Concurrency</b></span></li><li><span style="font-family: "trebuchet ms"; font-size: 13px;"><b>Duplication</b></span></li><li><span style="font-family: "trebuchet ms"; font-size: 13px;"><b>Integrity: </b></span>The term integrity encompasses accuracy, consistency and some aspects of validation.</li></ol></div><h3>Data Cleansing</h3></div>Data cleansing or data cleaning is the process of detecting and correcting corrupt or inaccurate records from a record set, table, or database and refers to identifying incomplete, incorrect, inaccurate or irrelevant parts of the data and then replacing, modifying, or deleting the dirty or coarse data. <a href="https://en.wikipedia.org/wiki/Data_cleansing">Wikipedia</a><br /><br /><br /><h3>Data De-Duplication</h3><div dir="ltr" trbidi="on"><br /></div><h4>Data Survivorship</h4><div dir="ltr" trbidi="on"><br /></div><h4>Data Stewardship</h4><div dir="ltr" trbidi="on"><br /></div><h4>Data Lineage</h4></div><div><br /></div><div><div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">-</span></span></div><div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Kinshuk Dutta</span></span></div><div class="MsoNormal"><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;">Kolkata<o:p></o:p></span></span></div></div><div><span class="Apple-style-span" style="font-family: "arial"; font-size: small;"><span class="Apple-style-span" style="font-size: 13px;"><br /></span></span></div><div><br /></div><div><br /></div></div></div>Kinshuk Duttahttp://www.blogger.com/profile/13456863319555142040noreply@blogger.com0