<?xml version="1.0" encoding="UTF-8"?>
<rss xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" version="2.0">
  <channel>
    <title>topic Re: Why does my job run on shared compute instead of job compute? in Data Engineering</title>
    <link>https://community.databricks.com/t5/data-engineering/why-does-my-job-run-on-shared-compute-instead-of-job-compute/m-p/89123#M37699</link>
    <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/111572"&gt;@cm04&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;&lt;P&gt;You can try to upgrade CLI to newest version. I've seen similiar issue before and upgrading CLI was a solution back then.&lt;/P&gt;&lt;P&gt;&lt;A href="https://community.databricks.com/t5/data-engineering/yml-file-replacing-job-cluster-with-all-purpose-cluster-when/td-p/72248" target="_blank"&gt;Solved: Yml file replacing job cluster with all-purpose cl... - Databricks Community - 72248&lt;/A&gt;&lt;/P&gt;</description>
    <pubDate>Mon, 09 Sep 2024 06:02:03 GMT</pubDate>
    <dc:creator>szymon_dybczak</dc:creator>
    <dc:date>2024-09-09T06:02:03Z</dc:date>
    <item>
      <title>Why does my job run on shared compute instead of job compute?</title>
      <link>https://community.databricks.com/t5/data-engineering/why-does-my-job-run-on-shared-compute-instead-of-job-compute/m-p/88910#M37659</link>
      <description>&lt;P&gt;I have configured a job using `databricks.yml`&lt;/P&gt;&lt;P&gt;```&lt;/P&gt;&lt;DIV&gt;&lt;DIV&gt;&lt;DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;resources&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;jobs&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;my_job&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;name&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;my_job&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;tasks&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; - &lt;/SPAN&gt;&lt;SPAN&gt;task_key&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;create_feature_tables&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;job_cluster_key&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;my_job_cluster&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;spark_python_task&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;python_file&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;../src/create_feature_tables.py&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; - &lt;/SPAN&gt;&lt;SPAN&gt;task_key&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;evaluate_model&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;job_cluster_key&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;my_job_cluster&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;spark_python_task&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;python_file&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;../src/evaluate_model.py&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;job_clusters&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; - &lt;/SPAN&gt;&lt;SPAN&gt;job_cluster_key&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;my_job_cluster&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;new_cluster&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;policy_id&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;${var.job_cluster_policy}&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;spark_version&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;15.2.x-cpu-ml-scala2.12&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;node_type_id&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;i3.xlarge&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;aws_attributes&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;first_on_demand&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;1&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;autoscale&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;min_workers&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;1&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &lt;/SPAN&gt;&lt;SPAN&gt;max_workers&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;12&lt;/SPAN&gt;&lt;SPAN&gt; &amp;nbsp;&lt;/SPAN&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&lt;SPAN&gt;```&lt;BR /&gt;For some reason, the job runs on shared compute, not my_job_compute as configured in the yml file:&lt;BR /&gt;&lt;/SPAN&gt;&lt;/SPAN&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="cm04_0-1725643451954.png" style="width: 400px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/10994iD0578FD48BAD0CF3/image-size/medium?v=v2&amp;amp;px=400" role="button" title="cm04_0-1725643451954.png" alt="cm04_0-1725643451954.png" /&gt;&lt;/span&gt;&lt;/DIV&gt;&lt;DIV&gt;How can I coax Databricks to use my_job_cluster, not shared compute?&lt;/DIV&gt;&lt;/DIV&gt;</description>
      <pubDate>Fri, 06 Sep 2024 17:24:59 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/why-does-my-job-run-on-shared-compute-instead-of-job-compute/m-p/88910#M37659</guid>
      <dc:creator>cm04</dc:creator>
      <dc:date>2024-09-06T17:24:59Z</dc:date>
    </item>
    <item>
      <title>Re: Why does my job run on shared compute instead of job compute?</title>
      <link>https://community.databricks.com/t5/data-engineering/why-does-my-job-run-on-shared-compute-instead-of-job-compute/m-p/89123#M37699</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/111572"&gt;@cm04&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;&lt;P&gt;You can try to upgrade CLI to newest version. I've seen similiar issue before and upgrading CLI was a solution back then.&lt;/P&gt;&lt;P&gt;&lt;A href="https://community.databricks.com/t5/data-engineering/yml-file-replacing-job-cluster-with-all-purpose-cluster-when/td-p/72248" target="_blank"&gt;Solved: Yml file replacing job cluster with all-purpose cl... - Databricks Community - 72248&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 09 Sep 2024 06:02:03 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/why-does-my-job-run-on-shared-compute-instead-of-job-compute/m-p/89123#M37699</guid>
      <dc:creator>szymon_dybczak</dc:creator>
      <dc:date>2024-09-09T06:02:03Z</dc:date>
    </item>
    <item>
      <title>Re: Why does my job run on shared compute instead of job compute?</title>
      <link>https://community.databricks.com/t5/data-engineering/why-does-my-job-run-on-shared-compute-instead-of-job-compute/m-p/89184#M37721</link>
      <description>&lt;P&gt;Thanks! Updating CLI from v .224 to v0.228 seems to have resolved the issue.&lt;/P&gt;</description>
      <pubDate>Mon, 09 Sep 2024 13:09:04 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/why-does-my-job-run-on-shared-compute-instead-of-job-compute/m-p/89184#M37721</guid>
      <dc:creator>cm04</dc:creator>
      <dc:date>2024-09-09T13:09:04Z</dc:date>
    </item>
  </channel>
</rss>

