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    <title>topic Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell in Data Engineering</title>
    <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4786628#M11469</link>
    <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/618963"&gt;@sharp1FL&lt;/a&gt;&amp;nbsp;,&amp;nbsp;&lt;SPAN data-teams="true"&gt;hope you are doing great. May we know if your issue is solved or if you are still experiencing difficulties. Please share the details as it will help the community, especially others with similar issues.&lt;/SPAN&gt;&lt;/P&gt;</description>
    <pubDate>Mon, 04 Aug 2025 11:35:19 GMT</pubDate>
    <dc:creator>v-hashadapu</dc:creator>
    <dc:date>2025-08-04T11:35:19Z</dc:date>
    <item>
      <title>UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4783468#M11398</link>
      <description>&lt;P&gt;I am trying to connect to our Fabric SQL orchestration database using the tsql command as documented here:&lt;/P&gt;&lt;P&gt;&lt;A href="https://blog.fabric.microsoft.com/en-us/blog/connect-to-your-sql-database-in-fabric-using-python-notebook?ft=Databases:category" target="_blank" rel="noopener"&gt;https://blog.fabric.microsoft.com/en-us/blog/connect-to-your-sql-database-in-fabric-using-python-notebook?ft=Databases:category&lt;/A&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;%%&lt;/SPAN&gt;&lt;SPAN&gt;tsql &lt;/SPAN&gt;&lt;SPAN&gt;-&lt;/SPAN&gt;&lt;SPAN&gt;artifact &amp;lt;ORCH_DB_NAME&amp;gt;&amp;nbsp;&lt;/SPAN&gt;&lt;SPAN&gt;-&lt;/SPAN&gt;&lt;SPAN&gt;type SQLDatabase &lt;/SPAN&gt;&lt;SPAN&gt;-&lt;/SPAN&gt;&lt;SPAN&gt;bind df2&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;SELECT&lt;/SPAN&gt; &lt;SPAN&gt;*&lt;/SPAN&gt; &lt;SPAN&gt;FROM&lt;/SPAN&gt;&lt;SPAN&gt; dbo.&amp;lt;orch_tablename&amp;gt;&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&amp;nbsp;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN&gt;I get the following error:&lt;/SPAN&gt;&lt;/DIV&gt;&lt;DIV&gt;&lt;SPAN class=""&gt;UnsupportedArtifactException&lt;/SPAN&gt;&lt;SPAN&gt;: Artifact type SQLDatabase is not supported to connect&lt;/SPAN&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;This seems so simple. What am I doing incorrectly?&lt;/P&gt;</description>
      <pubDate>Thu, 31 Jul 2025 18:20:09 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4783468#M11398</guid>
      <dc:creator>sharp1FL</dc:creator>
      <dc:date>2025-07-31T18:20:09Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4784290#M11413</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/618963"&gt;@sharp1FL&lt;/a&gt;&amp;nbsp;, Thank you for reaching out to the Microsoft Community Forum.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Microsoft Fabric notebooks do not support connecting to SQLDatabase artifacts using the %tsql magic command. %tsql in Fabric notebooks currently only supports querying data from Lakehouse and Warehouse artifacts. Attempting to use any other artifact type will result in this exact exception.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Ensure your orchestration data is available in a supported artifact like a Warehouse or Lakehouse, then modify your code as follows:&lt;/P&gt;
&lt;P&gt;%%tsql -artifact MyWarehouse -bind df2&lt;/P&gt;
&lt;P&gt;SELECT * FROM dbo.my_table&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;&lt;A href="https://learn.microsoft.com/en-us/fabric/data-engineering/author-tsql-notebook" target="_blank"&gt;Author and run T-SQL notebooks in Microsoft Fabric - Microsoft Fabric | Microsoft Learn&lt;/A&gt;&lt;/P&gt;
&lt;P&gt;&lt;A href="https://learn.microsoft.com/en-us/fabric/data-engineering/tsql-magic-command-notebook" target="_blank"&gt;Run T-SQL code in Fabric Python notebooks - Microsoft Fabric | Microsoft Learn&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Fri, 01 Aug 2025 11:03:38 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4784290#M11413</guid>
      <dc:creator>v-hashadapu</dc:creator>
      <dc:date>2025-08-01T11:03:38Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4785509#M11434</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/618963"&gt;@sharp1FL&lt;/a&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;You should understand that difference between data lake, delta lake and linux operating system. Before going ahead,&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Here you have to use T-SQL in Fabric Warehouse.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="BhaveshPatel_0-1754213930351.png" style="width: 400px;"&gt;&lt;img src="https://community.fabric.microsoft.com/t5/image/serverpage/image-id/1288310i59F6300698CA72A1/image-size/medium?v=v2&amp;amp;px=400" role="button" title="BhaveshPatel_0-1754213930351.png" alt="BhaveshPatel_0-1754213930351.png" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Sun, 03 Aug 2025 09:42:34 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4785509#M11434</guid>
      <dc:creator>BhaveshPatel</dc:creator>
      <dc:date>2025-08-03T09:42:34Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4786628#M11469</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/618963"&gt;@sharp1FL&lt;/a&gt;&amp;nbsp;,&amp;nbsp;&lt;SPAN data-teams="true"&gt;hope you are doing great. May we know if your issue is solved or if you are still experiencing difficulties. Please share the details as it will help the community, especially others with similar issues.&lt;/SPAN&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 04 Aug 2025 11:35:19 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4786628#M11469</guid>
      <dc:creator>v-hashadapu</dc:creator>
      <dc:date>2025-08-04T11:35:19Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4786738#M11473</link>
      <description>&lt;P&gt;Thanks for the clarification, though I am disappointed.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;I'm using SQL because it makes more sense than delta for orchestration. Would there be additional overhead or performance implications for using the data warehouse artifact for CRUD operations on the orchestration tables?&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Mon, 04 Aug 2025 12:51:56 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4786738#M11473</guid>
      <dc:creator>sharp1FL</dc:creator>
      <dc:date>2025-08-04T12:51:56Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4786752#M11475</link>
      <description>&lt;P&gt;I dug a little more, and it appears that the documentation beat the availability of this feature for SQL databases.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;From &lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/848511"&gt;@sukkaur&lt;/a&gt;&amp;nbsp;"&lt;SPAN&gt;Team is working on this capability and this should be coming available for customers use by next month."&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;A href="https://community.fabric.microsoft.com/t5/Fabric-Ideas/How-to-connect-to-Fabric-database-from-fabric-notebook-using/idi-p/4769852" target="_blank"&gt;How to connect to Fabric database from fabric note... - Microsoft Fabric Community&lt;/A&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Mon, 04 Aug 2025 13:10:04 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4786752#M11475</guid>
      <dc:creator>sharp1FL</dc:creator>
      <dc:date>2025-08-04T13:10:04Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4787418#M11490</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/618963"&gt;@sharp1FL&lt;/a&gt;&amp;nbsp;, Thank you for reaching out to the Microsoft Community Forum.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Yes, using a Warehouse for orchestration tables works, but it’s not a perfect substitute for a SQL database. Fabric Warehouses are optimized for analytical queries, not transactional operations. Frequent INSERT/UPDATE/DELETEs can be slower and less efficient than in a SQL database and transactional guarantees (like row-level locking) are limited.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;For light or batched orchestration logic (e.g., logging or status updates), it’s a workable short-term solution. But for high-frequency or dependency-sensitive writes, you may hit performance limits. Once SQL database support in notebooks is live, it’ll be the better fit.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;&lt;A href="https://learn.microsoft.com/en-us/fabric/data-warehouse/limitations" target="_blank"&gt;Limitations of Fabric Data Warehouse - Microsoft Fabric | Microsoft Learn&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Tue, 05 Aug 2025 05:12:59 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4787418#M11490</guid>
      <dc:creator>v-hashadapu</dc:creator>
      <dc:date>2025-08-05T05:12:59Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4795840#M11709</link>
      <description>&lt;P&gt;According to this page it &lt;EM&gt;&lt;STRONG&gt;is&lt;/STRONG&gt; &lt;/EM&gt;supported:&lt;/P&gt;&lt;P&gt;&lt;A href="https://blog.fabric.microsoft.com/en-us/blog/connect-to-your-sql-database-in-fabric-using-python-notebook/" target="_blank"&gt;https://blog.fabric.microsoft.com/en-us/blog/connect-to-your-sql-database-in-fabric-using-python-notebook/&lt;/A&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;I get the same error as&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/618963"&gt;@sharp1FL&lt;/a&gt;&amp;nbsp;however.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Anyone here able to use the feature as described in that blog page?&lt;/P&gt;</description>
      <pubDate>Wed, 13 Aug 2025 13:14:59 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4795840#M11709</guid>
      <dc:creator>ernie8925</dc:creator>
      <dc:date>2025-08-13T13:14:59Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4798173#M11766</link>
      <description>&lt;P&gt;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/618963"&gt;@sharp1FL&lt;/a&gt;&amp;nbsp; - Please try TSQL magic command again. There was an error and it's fixed. Thanks&lt;/P&gt;</description>
      <pubDate>Fri, 15 Aug 2025 15:12:14 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4798173#M11766</guid>
      <dc:creator>sukkaur</dc:creator>
      <dc:date>2025-08-15T15:12:14Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4798175#M11767</link>
      <description>&lt;P&gt;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/1231461"&gt;@ernie8925&lt;/a&gt;&amp;nbsp;- Please try this capability again. This should work now. There was an error that team just finished fixing. Thanks&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Fri, 15 Aug 2025 15:13:14 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4798175#M11767</guid>
      <dc:creator>sukkaur</dc:creator>
      <dc:date>2025-08-15T15:13:14Z</dc:date>
    </item>
    <item>
      <title>Re: UnsupportedArtifactException SQLDatabase in Python notebook tsql cell</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4799314#M11779</link>
      <description>&lt;P&gt;It works now! Thanks!&lt;/P&gt;</description>
      <pubDate>Mon, 18 Aug 2025 05:43:14 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/UnsupportedArtifactException-SQLDatabase-in-Python-notebook-tsql/m-p/4799314#M11779</guid>
      <dc:creator>ernie8925</dc:creator>
      <dc:date>2025-08-18T05:43:14Z</dc:date>
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