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    <title>topic Database schema migration tools: Flyway vs Liquibase in Data Engineering</title>
    <link>https://community.databricks.com/t5/data-engineering/database-schema-migration-tools-flyway-vs-liquibase/m-p/146578#M52665</link>
    <description>&lt;P&gt;I'm working on comparison between these tools for database schema migration on Databricks Delta tables.&lt;/P&gt;&lt;P&gt;Any experience with the tools? Pros/cons?&lt;/P&gt;&lt;P&gt;I've been through most of the blogs on how to implement them. I seek for comparison or real production experience&lt;BR /&gt;&lt;A href="https://community.databricks.com/t5/technical-blog/databricks-schema-versioning-with-flyway-and-liquibase-a-step-by/ba-p/90504" target="_blank"&gt;https://community.databricks.com/t5/technical-blog/databricks-schema-versioning-with-flyway-and-liquibase-a-step-by/ba-p/90504&lt;/A&gt;&amp;nbsp;&lt;/P&gt;</description>
    <pubDate>Mon, 02 Feb 2026 15:05:58 GMT</pubDate>
    <dc:creator>yit337</dc:creator>
    <dc:date>2026-02-02T15:05:58Z</dc:date>
    <item>
      <title>Database schema migration tools: Flyway vs Liquibase</title>
      <link>https://community.databricks.com/t5/data-engineering/database-schema-migration-tools-flyway-vs-liquibase/m-p/146578#M52665</link>
      <description>&lt;P&gt;I'm working on comparison between these tools for database schema migration on Databricks Delta tables.&lt;/P&gt;&lt;P&gt;Any experience with the tools? Pros/cons?&lt;/P&gt;&lt;P&gt;I've been through most of the blogs on how to implement them. I seek for comparison or real production experience&lt;BR /&gt;&lt;A href="https://community.databricks.com/t5/technical-blog/databricks-schema-versioning-with-flyway-and-liquibase-a-step-by/ba-p/90504" target="_blank"&gt;https://community.databricks.com/t5/technical-blog/databricks-schema-versioning-with-flyway-and-liquibase-a-step-by/ba-p/90504&lt;/A&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Mon, 02 Feb 2026 15:05:58 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/database-schema-migration-tools-flyway-vs-liquibase/m-p/146578#M52665</guid>
      <dc:creator>yit337</dc:creator>
      <dc:date>2026-02-02T15:05:58Z</dc:date>
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    <item>
      <title>Re: Database schema migration tools: Flyway vs Liquibase</title>
      <link>https://community.databricks.com/t5/data-engineering/database-schema-migration-tools-flyway-vs-liquibase/m-p/146635#M52672</link>
      <description>&lt;P class=""&gt;Pick&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;STRONG&gt;Flyway&lt;/STRONG&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;if you prefer a simple, lightweight solution with sequential migrations and minimal overhead. It’s well suited for teams managing straightforward schema changes—mainly add, drop, or alter operations—through small, explicit, versioned scripts that integrate smoothly with CI/CD pipelines.&lt;/P&gt;&lt;P class=""&gt;Choose&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;STRONG&gt;Liquibase&lt;/STRONG&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;if you need more advanced database governance features such as standardized rollbacks, gated deployments using preconditions, tagging, and drift detection across multiple environments. It provides greater control and traceability when managing complex or large-scale database changes.&lt;/P&gt;&lt;P class=""&gt;For more details, see this discussion:&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;A class="" href="https://community.databricks.com/t5/technical-blog/databricks-schema-versioning-with-flyway-and-liquibase-a-step-by/bc-p/131022" target="_blank" rel="nofollow noopener"&gt;&lt;SPAN class=""&gt;Databricks Schema Versioning with Flyway and Liquibase&lt;/SPAN&gt;&lt;/A&gt;.&lt;/P&gt;</description>
      <pubDate>Mon, 02 Feb 2026 22:37:28 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/database-schema-migration-tools-flyway-vs-liquibase/m-p/146635#M52672</guid>
      <dc:creator>pradeep_singh</dc:creator>
      <dc:date>2026-02-02T22:37:28Z</dc:date>
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