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    <title>topic Specify extras of library in asset bundles yml file in Machine Learning</title>
    <link>https://community.databricks.com/t5/machine-learning/specify-extras-of-library-in-asset-bundles-yml-file/m-p/55310#M2793</link>
    <description>&lt;P&gt;Hello,&lt;/P&gt;&lt;P&gt;I am using asset bundles to build, deploy, create a cluster and install a package in it. The package comes with some extra dependencies that I also want to include in the cluster. Do you know how to specify this extras in the databricks.yml file? Right now I have this:&lt;BR /&gt;&lt;BR /&gt;&lt;/P&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; jobs&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; train&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; name&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;train-ml&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; 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; - &lt;/SPAN&gt;&lt;SPAN&gt;task_key&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;train-ml&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; existing_cluster_id&lt;/SPAN&gt;&lt;SPAN&gt;: &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; 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; python_file&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;"pipelines/train.py"&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; libraries&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;whl&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;./dist/*.whl&lt;/SPAN&gt;&lt;/DIV&gt;&lt;/DIV&gt;</description>
    <pubDate>Fri, 15 Dec 2023 10:01:05 GMT</pubDate>
    <dc:creator>pablobd</dc:creator>
    <dc:date>2023-12-15T10:01:05Z</dc:date>
    <item>
      <title>Specify extras of library in asset bundles yml file</title>
      <link>https://community.databricks.com/t5/machine-learning/specify-extras-of-library-in-asset-bundles-yml-file/m-p/55310#M2793</link>
      <description>&lt;P&gt;Hello,&lt;/P&gt;&lt;P&gt;I am using asset bundles to build, deploy, create a cluster and install a package in it. The package comes with some extra dependencies that I also want to include in the cluster. Do you know how to specify this extras in the databricks.yml file? Right now I have this:&lt;BR /&gt;&lt;BR /&gt;&lt;/P&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; jobs&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; train&lt;/SPAN&gt;&lt;SPAN&gt;:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; name&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;train-ml&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; 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; - &lt;/SPAN&gt;&lt;SPAN&gt;task_key&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;train-ml&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; existing_cluster_id&lt;/SPAN&gt;&lt;SPAN&gt;: &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; 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; python_file&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;"pipelines/train.py"&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;&amp;nbsp; &amp;nbsp; libraries&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;whl&lt;/SPAN&gt;&lt;SPAN&gt;: &lt;/SPAN&gt;&lt;SPAN&gt;./dist/*.whl&lt;/SPAN&gt;&lt;/DIV&gt;&lt;/DIV&gt;</description>
      <pubDate>Fri, 15 Dec 2023 10:01:05 GMT</pubDate>
      <guid>https://community.databricks.com/t5/machine-learning/specify-extras-of-library-in-asset-bundles-yml-file/m-p/55310#M2793</guid>
      <dc:creator>pablobd</dc:creator>
      <dc:date>2023-12-15T10:01:05Z</dc:date>
    </item>
    <item>
      <title>Re: Specify extras of library in asset bundles yml file</title>
      <link>https://community.databricks.com/t5/machine-learning/specify-extras-of-library-in-asset-bundles-yml-file/m-p/70816#M3283</link>
      <description>&lt;P&gt;Hello&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/96172"&gt;@pablobd&lt;/a&gt;!&lt;/P&gt;
&lt;P&gt;Have you tried declaring these additional dependencies of your wheel file before the wheel file itself? Here's an example snippet for clarification:&lt;/P&gt;
&lt;LI-CODE lang="markup"&gt;resources:
  jobs:
  train:
    name: train-ml
    tasks:
      - task_key: train-ml
        existing_cluster_id: ****
        spark_python_task:
        python_file: "pipelines/train.py"
    libraries:
        - pypi:
          package: dependency-1==0.0.1
        - pypi:
          package: dependency-2==0.0.2
        - whl: ./dist/*.whl&lt;/LI-CODE&gt;
&lt;P&gt;You can learn more about how to&amp;nbsp;declare Databricks Asset Bundles library dependencies in this following doc:&amp;nbsp;&lt;A href="https://docs.databricks.com/en/dev-tools/bundles/library-dependencies.html#databricks-asset-bundles-library-dependencies" target="_blank"&gt;https://docs.databricks.com/en/dev-tools/bundles/library-dependencies.html#databricks-asset-bundles-library-dependencies&lt;/A&gt;&lt;BR /&gt;&lt;BR /&gt;Best Regards,&lt;BR /&gt;Jéssica Santos&lt;BR /&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 27 May 2024 21:37:30 GMT</pubDate>
      <guid>https://community.databricks.com/t5/machine-learning/specify-extras-of-library-in-asset-bundles-yml-file/m-p/70816#M3283</guid>
      <dc:creator>jessysantos</dc:creator>
      <dc:date>2024-05-27T21:37:30Z</dc:date>
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