{"id":599,"date":"2021-07-13T22:18:28","date_gmt":"2021-07-13T22:18:28","guid":{"rendered":"https:\/\/www.wikitechy.com\/interview-questions\/?p=599"},"modified":"2021-09-11T11:53:24","modified_gmt":"2021-09-11T11:53:24","slug":"what-is-the-difference-between-hive-and-hbase","status":"publish","type":"post","link":"https:\/\/www.wikitechy.com\/interview-questions\/hive\/what-is-the-difference-between-hive-and-hbase\/","title":{"rendered":"What is the difference between Hive and HBase ?"},"content":{"rendered":"<div class=\"TextHeading\">\n<div class=\"hddn\">\n<h2 id=\"difference-between-hive-and-hbase\" class=\"color-green\">Difference between Hive and HBase<\/h2>\n<\/div>\n<\/div>\n<div class=\"ImageContent\">\n<div class=\"hddn\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-medium aligncenter\" src=\"https:\/\/cdn.wikitechy.com\/interview-questions\/hive\/integration-of-hive-and-hbase.png\" alt=\"integration of hive and hbase\" width=\"588\" height=\"386\" \/><\/div>\n<\/div>\n<div class=\"text-center row\">\n<div class=\"col-sm-12\">\n<div id=\"bsa-zone_1590522538159-8_123456\"><\/div>\n<\/div>\n<\/div>\n<table class=\"table-bordered table-striped table table-responsive\">\n<tbody>\n<tr>\n<th>Hive<\/th>\n<th>HBase<\/th>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">Hive is query engine<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase is a data storage particularly for<br \/>\nunstructured data.<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">Apache Hive is mainly used for<br \/>\nbatch processing i.e. OLAP<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase is extensively used for transactional<br \/>\nprocessing wherein the response time of the query<br \/>\nis not highly interactive i.e. OLTP.<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">Operations in Hive are<br \/>\nused to transformed into mapreduce jobs.<\/td>\n<td class=\"text-leftalign\" align=\"justify\">Operations in HBase are run<br \/>\nin real-time on the database<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">For big data applications that require complex<br \/>\nand fine grained processing, Hadoop MapReduce<br \/>\nis the best choice.<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase should be used when Data model<br \/>\nschema is sparse.<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">It used for data warehousing requirements<br \/>\nthe programmers do not<br \/>\nwrite complex mapreduce code.<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase is an ideal big data solution if the<br \/>\napplication requires random read or random<br \/>\nwrite operations or both.<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">Hive does not currently<br \/>\nsupport update statements.<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase queries are written in a custom language<br \/>\nthat needs to be learned.<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\"><b>Hive<\/b>\u00a0does not provide interactive<br \/>\nquerying it only runs batch processes on Hadoop.<\/td>\n<td class=\"text-leftalign\" align=\"justify\">Apache\u00a0<b>HBase<\/b>\u00a0is a NoSQL key\/value store which<br \/>\nruns on top of HDFS.<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">Hive has some limitations<br \/>\nof high latency<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase does not have analytical capabilities<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">Hive is to analytical queries.<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase is to real-time querying<\/td>\n<\/tr>\n<tr>\n<td class=\"text-leftalign\" align=\"justify\">Hive used for analytical querying of<br \/>\ndata collected over a period of time.Hive<br \/>\nshould not be used for real-time querying.<\/td>\n<td class=\"text-leftalign\" align=\"justify\">HBase is perfect for real-time example<br \/>\nFacebook use for messaging and real-time analytics.<br \/>\nThey may even be using it to count Facebook likes.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Answer : Hive is query engine&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3782],"tags":[195,971,3799,203,199,214,209,205,665,3919,222,484,3787,621,620,3975,3882,196,3716,712,970,366,208,288,483,976,975,200,974,197,280,364,2842,968,216,2119,969],"class_list":["post-599","post","type-post","status-publish","format-standard","hentry","category-hive","tag-accenture-interview-questions-and-answers","tag-altimetrik-india-pvt-ltd-interview-questions-and-answers","tag-ani-technologies-pvt-ltd-interview-questions-and-answers","tag-capgemini-interview-questions-and-answers","tag-casting-networks-india-pvt-limited-interview-questions-and-answers","tag-cgi-group-inc-interview-questions-and-answers","tag-collabera-technologies-interview-questions-and-answers","tag-dell-international-services-india-pvt-ltd-interview-questions-and-answers","tag-difference-between-hbase-and-hdfs","tag-difference-between-hive-and-hdfs","tag-flipkart-interview-questions-and-answers","tag-genpact-interview-questions-and-answers","tag-hive-interview-questions","tag-hive-query-based-interview-questions","tag-hive-scenario-based-interview-questions","tag-how-to-use-hbase-with-hadoop","tag-how-will-you-optimize-hive-performance","tag-ibm-interview-questions-and-answers","tag-impetus-technologies-interview-questions-and-answers","tag-indiabulls-technology-solutions-ltd-interview-questions-and-answers","tag-mindtree-interview-questions-and-answers","tag-netapp-interview-questions-and-answers","tag-prokarma-softech-pvt-ltd-interview-questions-and-answers","tag-r-systems-interview-questions-and-answers","tag-reliance-industries-ltd-interview-questions-and-answers","tag-synechron-te-interview-questions-and-answers","tag-tata-consultancy-service-interview-questions-and-answers","tag-tech-mahindra-interview-questions-and-answers","tag-trigent-software-interview-questions-and-answers","tag-unitedhealth-group-interview-questions-and-answers","tag-virtusa-consulting-services-pvt-ltd-interview-questions-and-answers","tag-wells-fargo-interview-questions-and-answers","tag-when-to-use-hbase","tag-wipro-infotech-interview-questions-and-answers","tag-wipro-interview-questions-and-answers","tag-yash-technologies-interview-questions-and-answers","tag-yodlee-infotech-pvt-ltd-interview-questions-and-answers"],"yoast_head":"<!-- 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