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    <title>topic Declarative Automation Bundle with Schema Evolution (SharePoint to Databricks) in MVP Articles</title>
    <link>https://community.databricks.com/t5/mvp-articles/declarative-automation-bundle-with-schema-evolution-sharepoint/m-p/169129#M290</link>
    <description>&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;In this video, I’ll show you how to ingest data from multiple SharePoint folders into the&lt;/STRONG&gt; &lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/company/databricks/" target="_blank" rel="noopener" aria-label="View company: Databricks"&gt;&lt;STRONG&gt;Databricks&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; &lt;STRONG&gt;Unity Catalog as streaming tables using Declarative Automation Bundles (DAB) in Azure Databricks.&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-center" image-alt="dab.png" style="width: 999px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/31295iE97AB2E59D388876/image-size/large?v=v2&amp;amp;px=999" role="button" title="dab.png" alt="dab.png" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;You'll learn how to define an end-to-end ingestion workflow as code, manage Databricks resources through a fully declarative approach, and deploy solutions in a repeatable, scalable, and production-ready manner. We’ll also explore how to handle schema evolution seamlessly, enabling your data pipelines to adapt to changing source structures without disrupting downstream processes.&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;Whether you're a Data Engineer, Azure professional, or Databricks practitioner, this tutorial will help you apply Infrastructure as Code (IaC) principles to modern data ingestion and lakehouse architectures.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Ingest data from multiple SharePoint folders&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Create streaming tables in Unity Catalog&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Implement Declarative Automation Bundles (DAB)&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Manage Databricks resources as code&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Enable schema evolution for changing data structures&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Build scalable and repeatable ingestion pipelines&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Deploy and orchestrate solutions in Azure Databricks&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Watch on YouTube:&lt;/SPAN&gt; &lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/safety/go/?url=https%3A%2F%2Flnkd%2Ein%2FewXH4YsY&amp;amp;urlhash=tZp6&amp;amp;mt=K7ACgRm1pT6HepCDjpT2MiqtRvyo8e3DjN30M_VQPE47XRtE044BLNvq7X2lqvYbLkBCmp2uRzY1ex2i5iuO56lBmNkBdqByxyvO2_invyiaSlXrmc_PlE03lQ&amp;amp;isSdui=true" target="_blank" rel="noopener" aria-label="Open https://lnkd.in/ewXH4YsY"&gt;&lt;STRONG&gt;https://lnkd.in/ewXH4YsY&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Like, Share, Comment and Follow for more&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/search/results/all/?keywords=%23azuredatabricks&amp;amp;origin=HASH_TAG_FROM_FEED" target="_blank" rel="noopener" aria-label="View hashtag: #azuredatabricks"&gt;&lt;STRONG&gt;#AzureDatabricks&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; 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&lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/search/results/all/?keywords=%23sharepoint&amp;amp;origin=HASH_TAG_FROM_FEED" target="_blank" rel="noopener" aria-label="View hashtag: #sharepoint"&gt;&lt;STRONG&gt;#SharePoint&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; &lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/search/results/all/?keywords=%23dataingestion&amp;amp;origin=HASH_TAG_FROM_FEED" target="_blank" rel="noopener" aria-label="View hashtag: #dataingestion"&gt;&lt;STRONG&gt;#DataIngestion&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; &lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/search/results/all/?keywords=%23declarativeautomationbundles&amp;amp;origin=HASH_TAG_FROM_FEED" target="_blank" rel="noopener" aria-label="View hashtag: #declarativeautomationbundles"&gt;&lt;STRONG&gt;#DeclarativeAutomationBundles&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; &lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/search/results/all/?keywords=%23dab&amp;amp;origin=HASH_TAG_FROM_FEED" target="_blank" rel="noopener" aria-label="View hashtag: #dab"&gt;&lt;STRONG&gt;#DAB&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; 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    <pubDate>Fri, 18 Sep 2026 21:51:13 GMT</pubDate>
    <dc:creator>AbiolaDavid</dc:creator>
    <dc:date>2026-09-18T21:51:13Z</dc:date>
    <item>
      <title>Declarative Automation Bundle with Schema Evolution (SharePoint to Databricks)</title>
      <link>https://community.databricks.com/t5/mvp-articles/declarative-automation-bundle-with-schema-evolution-sharepoint/m-p/169129#M290</link>
      <description>&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;In this video, I’ll show you how to ingest data from multiple SharePoint folders into the&lt;/STRONG&gt; &lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/company/databricks/" target="_blank" rel="noopener" aria-label="View company: Databricks"&gt;&lt;STRONG&gt;Databricks&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; &lt;STRONG&gt;Unity Catalog as streaming tables using Declarative Automation Bundles (DAB) in Azure Databricks.&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-center" image-alt="dab.png" style="width: 999px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/31295iE97AB2E59D388876/image-size/large?v=v2&amp;amp;px=999" role="button" title="dab.png" alt="dab.png" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;You'll learn how to define an end-to-end ingestion workflow as code, manage Databricks resources through a fully declarative approach, and deploy solutions in a repeatable, scalable, and production-ready manner. We’ll also explore how to handle schema evolution seamlessly, enabling your data pipelines to adapt to changing source structures without disrupting downstream processes.&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;Whether you're a Data Engineer, Azure professional, or Databricks practitioner, this tutorial will help you apply Infrastructure as Code (IaC) principles to modern data ingestion and lakehouse architectures.&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Ingest data from multiple SharePoint folders&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Create streaming tables in Unity Catalog&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Implement Declarative Automation Bundles (DAB)&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Manage Databricks resources as code&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Enable schema evolution for changing data structures&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Build scalable and repeatable ingestion pipelines&lt;/SPAN&gt;&lt;BR /&gt;&lt;SPAN&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Deploy and orchestrate solutions in Azure Databricks&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Watch on YouTube:&lt;/SPAN&gt; &lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/safety/go/?url=https%3A%2F%2Flnkd%2Ein%2FewXH4YsY&amp;amp;urlhash=tZp6&amp;amp;mt=K7ACgRm1pT6HepCDjpT2MiqtRvyo8e3DjN30M_VQPE47XRtE044BLNvq7X2lqvYbLkBCmp2uRzY1ex2i5iuO56lBmNkBdqByxyvO2_invyiaSlXrmc_PlE03lQ&amp;amp;isSdui=true" target="_blank" rel="noopener" aria-label="Open https://lnkd.in/ewXH4YsY"&gt;&lt;STRONG&gt;https://lnkd.in/ewXH4YsY&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;Like, Share, Comment and Follow for more&lt;/SPAN&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN class=""&gt;&lt;A class="" href="https://www.linkedin.com/search/results/all/?keywords=%23azuredatabricks&amp;amp;origin=HASH_TAG_FROM_FEED" target="_blank" rel="noopener" aria-label="View hashtag: #azuredatabricks"&gt;&lt;STRONG&gt;#AzureDatabricks&lt;/STRONG&gt;&lt;/A&gt;&lt;/SPAN&gt; 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      <pubDate>Fri, 18 Sep 2026 21:51:13 GMT</pubDate>
      <guid>https://community.databricks.com/t5/mvp-articles/declarative-automation-bundle-with-schema-evolution-sharepoint/m-p/169129#M290</guid>
      <dc:creator>AbiolaDavid</dc:creator>
      <dc:date>2026-09-18T21:51:13Z</dc:date>
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