{"id":1282,"date":"2019-04-04T10:12:31","date_gmt":"2019-04-04T10:12:31","guid":{"rendered":"https:\/\/prwatech.in\/blog\/?p=1282"},"modified":"2020-07-10T05:18:55","modified_gmt":"2020-07-10T05:18:55","slug":"hadoop-gcp-with-hive","status":"publish","type":"post","link":"https:\/\/prwatech.in\/blog\/hadoop\/hadoop-gcp-with-hive\/","title":{"rendered":"Hadoop GCP with Hive"},"content":{"rendered":"<h1>Hadoop GCP with Hive<\/h1>\n<p><center><br \/>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<!-- Display ads --><br \/>\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-9274026754180580\"\n     data-ad-slot=\"1830863328\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins><br \/>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><br \/>\n<\/center><br \/>\nWelcome to the world of\u00a0GCP Hadoop Hive Tutorials. In this tutorial, one can explore\u00a0 Advanced Tutorials on\u00a0GCP Hadoop Hive which was designed by <a href=\"https:\/\/prwatech.in\/\">Big Data Training Institute<\/a> Experts. Learn the <a href=\"https:\/\/www.youtube.com\/watch?v=KUODcuhUp6E&amp;t=195s\">Advanced GCP Tutorials<\/a> and Course under the certified Experts of <a href=\"https:\/\/prwatech.in\/\">Big Data Training Institute<\/a> and Be a pro with Advanced Big Data Certification.<\/p>\n<p>Don&#8217;t Just Dream to become the certified Pro-Hadoop Developer, Achieve it Choosing the World Class Trainer who can help you learn the course from 0 Level to Advanced Level like a Pro.<\/p>\n<h2>GCP Hadoop Hive Tutorials<\/h2>\n<p><center><br \/>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<!-- Display ads --><br \/>\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-9274026754180580\"\n     data-ad-slot=\"1830863328\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins><br \/>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><br \/>\n<\/center><\/p>\n<p><strong>\u2666 Start GCP instance terminal :<\/strong><\/p>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1278\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/7.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"278\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/7.png 765w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/7-300x98.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 In Cloud Shell, set the default Compute Engine zone to the zone where you are going to create your Cloud Dataproc clusters.<\/strong><\/p>\n<pre class=\"devsite-click-to-copy\">export REGION=us-central1\r\nexport ZONE=us-central1-a\r\ngcloud config set compute\/zone $ZONE<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1292 size-full\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h1-2.png\" alt=\"GCP Hadoop Hive\" width=\"710\" height=\"82\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h1-2.png 710w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h1-2-300x35.png 300w\" sizes=\"auto, (max-width: 710px) 100vw, 710px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 Enable the Cloud Dataproc and Cloud SQL Admin APIs by running this command in Cloud Shell:<\/strong><\/p>\n<div class=\"devsite-code-button-wrapper\">\n<div class=\"devsite-code-button gc-analytics-event material-icons devsite-click-to-copy-button\" tabindex=\"0\" role=\"button\" data-category=\"Site-Wide Custom Events\" data-label=\"Click To Copy\" data-tooltip-align=\"b,c\" data-tooltip=\"Click to copy\" aria-label=\"Click to copy\" data-title=\"Click to copy\"><\/div>\n<\/div>\n<pre class=\"devsite-click-to-copy\">gcloud services enable dataproc.googleapis.com sqladmin.googleapis.com<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1293\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h2-2.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"40\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h2-2.png 714w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h2-2-300x14.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 Create a warehouse bucket that will host the Hive data and be shared by all Hive servers :<br \/>\n<\/strong><\/p>\n<div class=\"devsite-code-button-wrapper\">\n<center><br \/>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<!-- Display ads --><br \/>\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-9274026754180580\"\n     data-ad-slot=\"1830863328\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins><br \/>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><br \/>\n<\/center><\/p>\n<div class=\"devsite-code-button gc-analytics-event material-icons devsite-click-to-copy-button\" tabindex=\"0\" role=\"button\" data-category=\"Site-Wide Custom Events\" data-label=\"Click To Copy\" data-tooltip-align=\"b,c\" data-tooltip=\"Click to copy\" aria-label=\"Click to copy\" data-title=\"Click to copy\"><\/div>\n<\/div>\n<pre class=\"devsite-code-button-clone\">export PROJECT=$(gcloud info --format='value(config.project)')\r\ngsutil mb -l $REGION gs:\/\/$PROJECT-warehouse<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1294\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h3-2.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"74\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h3-2.png 716w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h3-2-300x26.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 Create a new Cloud SQL instance that will later be used to host the Hive metastore :<br \/>\n<\/strong><\/p>\n<div class=\"devsite-code-button-wrapper\">\n<div class=\"devsite-code-button gc-analytics-event material-icons devsite-click-to-copy-button\" tabindex=\"0\" role=\"button\" data-category=\"Site-Wide Custom Events\" data-label=\"Click To Copy\" data-tooltip-align=\"b,c\" data-tooltip=\"Click to copy\" aria-label=\"Click to copy\" data-title=\"Click to copy\"><\/div>\n<\/div>\n<pre class=\"devsite-code-button-clone\">gcloud sql instances create hive-metastore \\\r\n    --database-version=\"MYSQL_5_7\" \\\r\n    --activation-policy=ALWAYS \\\r\n    --gce-zone $ZONE<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1295\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h4-2.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"76\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h4-2.png 708w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h4-2-300x27.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 Create the first Cloud Dataproc cluster:<\/strong><\/p>\n<pre class=\"devsite-code-button-clone\">gcloud dataproc clusters create hive-cluster \\\r\n    --scopes sql-admin \\\r\n    --image-version 1.3 \\\r\n    --initialization-actions gs:\/\/dataproc-initialization-actions\/cloud-sql-proxy\/cloud-sql-proxy.sh \\\r\n    --properties hive:hive.metastore.warehouse.dir=gs:\/\/$PROJECT-warehouse\/datasets \\\r\n    --metadata \"hive-metastore-instance=$PROJECT:$REGION:hive-metastore\"<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1296\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h5-2.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"140\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h5-2.png 709w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h5-2-300x50.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 Copy the sample dataset to your warehouse bucket:<\/strong><\/p>\n<pre class=\"devsite-code-button-clone\">gsutil cp gs:\/\/hive-solution\/part-00000.parquet \\\r\ngs:\/\/$PROJECT-warehouse\/datasets\/transactions\/part-00000.parquet<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1297\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h6-2.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"32\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h6-2.png 709w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h6-2-300x11.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 Create an external Hive table for the dataset:<\/strong><\/p>\n<pre class=\"devsite-code-button-clone\">gcloud dataproc jobs submit hive \\\r\n    --cluster hive-cluster \\\r\n    --execute \"\r\n      CREATE EXTERNAL TABLE transactions\r\n      (SubmissionDate DATE, TransactionAmount DOUBLE, TransactionType STRING)\r\n      STORED AS PARQUET\r\n      LOCATION 'gs:\/\/$PROJECT-warehouse\/datasets\/transactions';\"<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1298\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h7.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"130\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h7.png 707w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h7-300x46.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u2666 Run the following simple HiveQL query to verify that the parquet file is correctly linked to the Hive table:<\/strong><\/p>\n<pre class=\"devsite-code-button-clone\">gcloud dataproc jobs submit hive \\\r\n    --cluster hive-cluster \\\r\n    --execute \"\r\n      SELECT *\r\n      FROM transactions\r\n      LIMIT 10;\"<\/pre>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1299\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h8.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"116\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h8.png 691w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/h8-300x41.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<p><center><br \/>\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<!-- Display ads --><br \/>\n<ins class=\"adsbygoogle\"\n     style=\"display:block\"\n     data-ad-client=\"ca-pub-9274026754180580\"\n     data-ad-slot=\"1830863328\"\n     data-ad-format=\"auto\"\n     data-full-width-responsive=\"true\"><\/ins><br \/>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script><br \/>\n<\/center><\/p>\n<p><strong>\u2666 It will display the following result :<\/strong><\/p>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1300\" src=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/hi9-1.png\" alt=\"GCP Hadoop Hive\" width=\"850\" height=\"411\" srcset=\"https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/hi9-1.png 587w, https:\/\/prwatech.in\/blog\/wp-content\/uploads\/2019\/04\/hi9-1-300x145.png 300w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/strong><\/p>\n<h3>Video Tutorial on Hadoop GCP<\/h3>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/KUODcuhUp6E\" width=\"850\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hadoop GCP with Hive Welcome to the world of\u00a0GCP Hadoop Hive Tutorials. In this tutorial, one can explore\u00a0 Advanced Tutorials on\u00a0GCP Hadoop Hive which was designed by Big Data Training Institute Experts. Learn the Advanced GCP Tutorials and Course under the certified Experts of Big Data Training Institute and Be a pro with Advanced Big [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2966,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[47],"class_list":["post-1282","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hadoop","tag-hadoop-gcp-with-hive"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Hadoop GCP with Hive | GCP Hadoop Hive Tutorials | Prwatech<\/title>\n<meta name=\"description\" content=\"Advanced Tutorials on\u00a0GCP Hadoop Hive which was designed by Big Data Training Institute Experts. Learn the Advanced Tutorials with certified Experts\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hadoop GCP with Hive | GCP Hadoop Hive Tutorials | Prwatech\" \/>\n<meta property=\"og:description\" content=\"Advanced Tutorials on\u00a0GCP Hadoop Hive which was designed by Big Data Training Institute Experts. 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