{"id":4821,"date":"2020-04-19T18:55:42","date_gmt":"2020-04-19T18:55:42","guid":{"rendered":"https:\/\/www.testpreptraining.com\/tutorial\/?page_id=4821"},"modified":"2020-04-19T18:55:42","modified_gmt":"2020-04-19T18:55:42","slug":"configure-dataproc-cluster-and-submit-job-google-professional-data-engineer-gcp","status":"publish","type":"page","link":"https:\/\/www.testpreptraining.ai\/tutorial\/configure-dataproc-cluster-and-submit-job-google-professional-data-engineer-gcp\/","title":{"rendered":"Configure Dataproc Cluster and Submit Job Google Professional Data Engineer GCP"},"content":{"rendered":"<p>Configuration terms<\/p>\n<p>Cluster Region:<\/p>\n<ul>\n<li>specify a global region or a specific region for cluster.<\/li>\n<li>The global region is a special multi-region endpoint to deploy instances into any user-specified Compute Engine zone.<\/li>\n<li>can also specify distinct regions<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Compute Engine Virtual Machine instances (VMs)<\/p>\n<ul>\n<li>consist of master and worker VMs,<\/li>\n<li>require full internal IP networking access to each other.<\/li>\n<li>Default network available to create a cluster helps ensure this access.<\/li>\n<\/ul>\n<p>Labels \u2013<\/p>\n<ul>\n<li>apply user labels to cluster and job resources<\/li>\n<li>to group resources and related operations for later filtering and listing.<\/li>\n<li>associate labels when resource is created, at cluster creation or job submission.<\/li>\n<li>label is propagated to operations performed on the resource<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>Cluster Update \/ Delete<\/strong><\/p>\n<ul>\n<li>can update a cluster by Dataproc API, gcloud, or from Configuration tab of Cluster details page for the cluster in the Google Cloud Console.<\/li>\n<li>Following can be updated\n<ul>\n<li>the number of standard worker nodes in a cluster<\/li>\n<li>the number of secondary worker nodes in a cluster<\/li>\n<li>whether to use graceful decommissioning to control shutting down a worker after its jobs are completed<\/li>\n<li>adding or deleting cluster labels<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Deleting a cluster \u2013<\/p>\n<ul>\n<li>delete a cluster by\n<ul>\n<li>Dataproc API<\/li>\n<li>gcloud<\/li>\n<li>Google Cloud Console.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Submit a job<\/strong><\/p>\n<ul>\n<li>Submit a job to an existing cluster by Dataproc API, gcloud or Google Cloud Console<\/li>\n<li>can also SSH into the master instance in cluster, and then run a job<\/li>\n<\/ul>\n<p><strong>Log and Monitor<\/strong><\/p>\n<p>job and cluster logs can be viewed, searched, filtered, and archived in Cloud Logging.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Configuration terms Cluster Region: specify a global region or a specific region for cluster. The global region is a special multi-region endpoint to deploy instances into any user-specified Compute Engine zone. can also specify distinct regions &nbsp; Compute Engine Virtual Machine instances (VMs) consist of master and worker VMs, require full internal IP networking access&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[617],"tags":[703,619,701,623,622,618,621],"class_list":["post-4821","page","type-page","status-publish","hentry","category-google-gcp","tag-configure-dataproc-cluster-and-submit-job","tag-data-engineer","tag-dataproc","tag-gcp","tag-google-certification","tag-google-cloud","tag-professional-data-engineer"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Configure Dataproc Cluster and Submit Job Google Professional Data Engineer GCP - 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