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		<title>What are the configuration parameters in a “MapReduce” program ?</title>
		<link>https://www.wikitechy.com/interview-questions/big-data/what-are-the-configuration-parameters-in-a-mapreduce-program/</link>
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		<pubDate>Mon, 12 Jul 2021 18:08:35 +0000</pubDate>
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					<description><![CDATA[Answer : Input location of Jobs in the distributed file system...]]></description>
										<content:encoded><![CDATA[<div class="TextHeading">
<div class="hddn">
<h2 id="hat-are-the-configuration-parameters-in-a-mapreduce-program" class="color-pink" style="text-align: justify;">hat are the configuration parameters in a “MapReduce” program ?</h2>
</div>
</div>
<div class="ImageContent" style="text-align: justify;">
<div class="hddn"><img decoding="async" class="img-responsive center-block aligncenter" src="https://cdn.wikitechy.com/interview-questions/mapreduce/mapreduce-example.gif" alt="Mapreduce Example" /></div>
</div>
<div class="Content" style="text-align: justify;">
<div class="hddn">
<ul>
<li>The main configuration parameters in “MapReduce” framework are:
<ul>
<li>Input location of Jobs in the distributed file system</li>
<li>Output location of Jobs in the distributed file system</li>
<li>The input format of data</li>
<li>The output format of data</li>
<li>The class which contains the map function</li>
<li>The class which contains the reduce function</li>
<li>JAR file which contains the mapper, reducer and the driver classes</li>
</ul>
</li>
</ul>
</div>
</div>
<div class="text-center row" style="text-align: justify;"></div>
<div class="ImageContent" style="text-align: justify;">
<div class="hddn"><img decoding="async" class="img-responsive center-block aligncenter" src="https://cdn.wikitechy.com/interview-questions/mapreduce/mapreduce-configuration-parameters.png" alt="Mapreduce configuration parameters" /></div>
</div>
<div class="TextHeading" style="text-align: justify;">
<div class="hddn">
<h2 id="sample-code" class="color-green">Sample Code</h2>
<div class="code-embed-wrapper"> <div class="code-embed-infos"> </div> <pre class="language-java code-embed-pre line-numbers"  data-start="1" data-line-offset="0"><code class="language-java code-embed-code">public static void main(String [] args) throws Exception<br/>{<br/>    Configuration c=new Configuration();<br/>    String[] files=new GenericOptionsParser(c,args).getRemainingArgs();<br/>    Path input=new Path(files[0]);<br/>    Path output=new Path(files[1]);<br/>    Job j=new Job(c,&quot;wordcount&quot;);<br/>    j.setJarByClass(WordCount.class);<br/>    j.setMapperClass(MapForWordCount.class);<br/>    j.setReducerClass(ReduceForWordCount.class);<br/>    j.setOutputKeyClass(Text.class);<br/>    j.setOutputValueClass(IntWritable.class);<br/>    FileInputFormat.addInputPath(j, input);<br/>    FileOutputFormat.setOutputPath(j, output);<br/>    System.exit(j.waitForCompletion(true)?0:1);<br/>}</code></pre> </div>
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		<title>What are the core components of Hadoop ?</title>
		<link>https://www.wikitechy.com/interview-questions/big-data/what-are-the-core-components-of-hadoop/</link>
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		<dc:creator><![CDATA[Editor]]></dc:creator>
		<pubDate>Mon, 12 Jul 2021 18:01:53 +0000</pubDate>
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					<description><![CDATA[Answer : Hadoop is an open source framework that is meant...]]></description>
										<content:encoded><![CDATA[<div class="TextHeading">
<div class="hddn">
<h2 id="what-are-the-core-components-of-hadoop" class="color-pink" style="text-align: justify;">What are the core components of Hadoop ?</h2>
</div>
</div>
<div class="Content" style="text-align: justify;">
<div class="hddn">
<ul>
<li>Hadoop is an open source framework that is meant for storage and processing of big data in a distributed manner.</li>
</ul>
</div>
</div>
<div class="ImageContent" style="text-align: justify;">
<div class="hddn"><img decoding="async" class="img-responsive center-block aligncenter" src="https://cdn.wikitechy.com/interview-questions/hadoop/what-are-the-core-components-of-hadoop.png" alt="What are the core components of Hadoop" /></div>
</div>
<div class="TextHeading" style="text-align: justify;">
<div class="hddn">
<h2 id="hdfs-hadoop-distributed-file-system" class="color-purple">HDFS (Hadoop Distributed File System)</h2>
</div>
</div>
<div class="Content" style="text-align: justify;">
<div class="hddn">
<ul>
<li><a href="https://www.wikitechy.com/interview-questions/hadoop/what-are-the-components-of-hdfs-and-yarn" target="_blank" rel="noopener">HDFS</a> is the basic storage system of Hadoop.</li>
<li>The large data files running on a cluster of commodity hardware are stored in HDFS.</li>
<li>It can store data in a reliable manner even when hardware fails.</li>
</ul>
</div>
</div>
<div class="ImageContent" style="text-align: justify;">
<div class="hddn"><img decoding="async" class="img-responsive center-block aligncenter" src="https://cdn.wikitechy.com/interview-questions/hadoop/hdfs.png" alt="HDFS (Hadoop Distributed File System)" /></div>
</div>
<div class="TextHeading" style="text-align: justify;">
<div class="hddn">
<h2 id="core-components-of-hadoop" class="color-orange">Core Components of Hadoop</h2>
</div>
</div>
<div class="Content" style="text-align: justify;">
<div class="hddn">
<ul>
<li>Hadoop MapReduce</li>
<li>YARN</li>
</ul>
</div>
</div>
<div class="TextHeading" style="text-align: justify;">
<div class="hddn">
<h2 id="hadoop-mapreduce" class="color-green">Hadoop MapReduce</h2>
</div>
</div>
<div class="Content" style="text-align: justify;">
<div class="hddn">
<ul>
<li><a href="https://www.wikitechy.com/tutorials/hive/hive-mapreduce-hadoop-mapreduce" target="_blank" rel="noopener">MapReduce</a> is the Hadoop layer that is responsible for data processing. It writes an application to process unstructured and structured data stored in HDFS.</li>
<li>It is responsible for the parallel processing of high volume of data by dividing data into independent tasks.</li>
<li>The processing is done in two phases Map and Reduce.</li>
<li>The Map is the first phase of processing that specifies complex logic code and the Reduce is the second phase of processing that specifies light-weight operations.</li>
</ul>
</div>
</div>
<div class="ImageContent" style="text-align: justify;">
<div class="hddn"><img decoding="async" class="img-responsive center-block aligncenter" src="https://cdn.wikitechy.com/interview-questions/hadoop/hadoop-mapreduce.gif" alt=" Hadoop MapReduce" /></div>
</div>
<div class="TextHeading" style="text-align: justify;">
<div class="hddn">
<h2 id="yarn" class="color-green">YARN</h2>
</div>
</div>
<div class="Content" style="text-align: justify;">
<div class="hddn">
<ul>
<li>The processing framework in Hadoop is <a href="https://forums.wikitechy.com/question/how-to-prevent-spark-executors-from-getting-lost-when-using-yarn-client-mode/" target="_blank" rel="noopener">YARN</a>.</li>
<li>It is used for resource management and provides multiple data processing engines i.e. data science, real-time streaming, and batch processing.</li>
</ul>
</div>
</div>
<div class="ImageContent">
<div class="hddn"><img decoding="async" class="img-responsive center-block aligncenter" src="https://cdn.wikitechy.com/interview-questions/hadoop/yarn.jpg" alt=" YARN" /></div>
</div>
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