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		<title>What is best practice indexing hdfs data into solr using hive ?</title>
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					<description><![CDATA[Answer : Here,based on the requirement especially how typically your data gets updated, volume and architecture.]]></description>
										<content:encoded><![CDATA[<div class="TextHeading">
<div class="hddn">
<h2 id="best-practice-indexing-hdfs-data-into-solr-using-hive" class="color-green" style="text-align: justify;">Best practice indexing hdfs data into solr using hive</h2>
</div>
</div>
<div><img fetchpriority="high" decoding="async" class="aligncenter size-medium" src="https://cdn.wikitechy.com/interview-questions/hive/partitionned-table-in-hive.png" alt="partitionned table in hive" width="602" height="331" /></div>
<div class="ImageContent" style="text-align: justify;">
<div class="hddn">Here,based on the requirement especially how typically your data gets updated, volume and architecture.</div>
</div>
<div class="Content" style="text-align: justify;">
<div class="hddn">
<ul>
<li>Run a MR job to index data using solrj.</li>
<li>Create Lucene index using mr job and duplicate to the appropriate shards.</li>
<li>Use Hbase indexer to populate Solr.</li>
</ul>
</div>
</div>
<div class="TextHeading" style="text-align: justify;">
<div class="hddn">
<h2 id="properly-size-index" class="color-green">Properly Size Index:</h2>
</div>
</div>
<div class="Content">
<div class="hddn">
<ul>
<li style="text-align: justify;">Understanding what to index typically requires deep business domain expertise on the data.</li>
<li style="text-align: justify;">This yields better indexing plan and increases accuracy for searching data.</li>
<li style="text-align: justify;">Not all data will be indexed but for an organization user have new data,Needs classification of all data untill it is understood what value it brings to the business.</li>
<li style="text-align: justify;">It implies is that data needs to be re-indexed so it is a good practice to store raw data somewhere low cost, often in HDFS or in the cloud object storage.</li>
</ul>
</div>
</div>
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