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    <title>topic Re: Python Notebook duckdb/delta intermittent permission errors in Data Engineering</title>
    <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4811718#M12043</link>
    <description>&lt;P&gt;I will admit to not knowing anything about DuckDB, but since this sounds like an intermittent issue, it may be a concurrency issue. I have encountered concurrency issues in Databricks, and this sounds like it may be a similar issue. Thank you for poking my curiousity on DuckDB. I am a fan of pyspark, but it is always good to have my horizons expanded.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
    <pubDate>Fri, 29 Aug 2025 14:03:39 GMT</pubDate>
    <dc:creator>cvonredapt</dc:creator>
    <dc:date>2025-08-29T14:03:39Z</dc:date>
    <item>
      <title>Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4811166#M12035</link>
      <description>&lt;P&gt;Hi,&amp;nbsp;&lt;BR /&gt;&lt;BR /&gt;I have been having intermittent issues over the past couple of weeks with duckdb executing sql queries and getting the below error:&lt;BR /&gt;&lt;BR /&gt;&lt;SPAN&gt;IOException: IO Error: Hit DeltaKernel FFI error (from: While trying to read from delta table: '{table}'): Hit error: 8 (ObjectStoreError) with message (Error interacting with object store: Generic LocalFileSystem error: Unable to open file {table}/_delta_log/00000000000000000228.json: Permission denied (os error 13))&lt;BR /&gt;&lt;BR /&gt;&lt;/SPAN&gt;This isn't isolated to one table or file but seems to randomly happen at any point in time. I have had a period of around 10 days it hasn't reoccured until yesterday.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Has anyone had experience with this issue before?&lt;/P&gt;</description>
      <pubDate>Fri, 29 Aug 2025 07:01:30 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4811166#M12035</guid>
      <dc:creator>abm_chris</dc:creator>
      <dc:date>2025-08-29T07:01:30Z</dc:date>
    </item>
    <item>
      <title>Re: Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4811435#M12038</link>
      <description>&lt;P&gt;You can observe such issues with Microsoft Fabric Delta Lake. It is an open source &amp;amp; relatively new platform. But my question is why are you using Duckdb.&amp;nbsp;&lt;BR /&gt;&lt;BR /&gt;Instead use pyspark and delta lake to get in memory engine features.&lt;BR /&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;BR /&gt;&lt;/P&gt;&lt;P&gt;python --&amp;gt; pyspark --&amp;gt; delta lake. This is how databricks has designed the data architecture.&lt;/P&gt;</description>
      <pubDate>Fri, 29 Aug 2025 10:04:04 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4811435#M12038</guid>
      <dc:creator>BhaveshPatel</dc:creator>
      <dc:date>2025-08-29T10:04:04Z</dc:date>
    </item>
    <item>
      <title>Re: Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4811718#M12043</link>
      <description>&lt;P&gt;I will admit to not knowing anything about DuckDB, but since this sounds like an intermittent issue, it may be a concurrency issue. I have encountered concurrency issues in Databricks, and this sounds like it may be a similar issue. Thank you for poking my curiousity on DuckDB. I am a fan of pyspark, but it is always good to have my horizons expanded.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Fri, 29 Aug 2025 14:03:39 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4811718#M12043</guid>
      <dc:creator>cvonredapt</dc:creator>
      <dc:date>2025-08-29T14:03:39Z</dc:date>
    </item>
    <item>
      <title>Re: Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813019#M12057</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/606434"&gt;@abm_chris&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;
&lt;P&gt;Thanks for reaching out to the Microsoft fabric community forum.,&lt;/P&gt;
&lt;P&gt;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/682307"&gt;@cvonredapt&lt;/a&gt;&amp;nbsp;,&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/10288"&gt;@BhaveshPatel&lt;/a&gt;&amp;nbsp;,&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thanks for your prompt response&lt;/P&gt;
&lt;P&gt;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/606434"&gt;@abm_chris&lt;/a&gt;&amp;nbsp;,&amp;nbsp;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;I wanted to follow up and confirm whether you’ve had the opportunity to review the information provided by&lt;SPAN&gt;&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/682307"&gt;@cvonredapt&lt;/a&gt;&amp;nbsp;,&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/10288"&gt;@BhaveshPatel&lt;/a&gt;&amp;nbsp;&lt;/SPAN&gt;. If you have any questions or need further clarification, please don’t hesitate to reach out.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;We appreciate your collaboration and support!&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Best regards,&lt;/STRONG&gt;&lt;BR /&gt;&lt;STRONG&gt;Lakshmi.&lt;/STRONG&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 01 Sep 2025 07:02:35 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813019#M12057</guid>
      <dc:creator>v-lgarikapat</dc:creator>
      <dc:date>2025-09-01T07:02:35Z</dc:date>
    </item>
    <item>
      <title>Re: Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813091#M12061</link>
      <description>&lt;P&gt;The error is from DuckDB’s Delta Kernel when reading _delta_log files — it’s not a real permission issue, but an intermittent I/O/concurrency bug in Fabric.&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&lt;span class="lia-unicode-emoji" title=":white_heavy_check_mark:"&gt;✅&lt;/span&gt; Fixes&amp;nbsp;&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;Add retry logic around DuckDB queries.&lt;/P&gt;&lt;P&gt;Avoid concurrent Spark + DuckDB reads on the same table.&lt;/P&gt;&lt;P&gt;Keep DuckDB/Fabric runtime updated.&lt;/P&gt;&lt;P&gt;If critical, use Spark SQL instead of DuckDB for stability.&lt;/P&gt;&lt;P&gt;&lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_right:"&gt;👉&lt;/span&gt; It’s a platform-side intermittent bug, not your config.&lt;/P&gt;</description>
      <pubDate>Mon, 01 Sep 2025 07:49:02 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813091#M12061</guid>
      <dc:creator>Shahid12523</dc:creator>
      <dc:date>2025-09-01T07:49:02Z</dc:date>
    </item>
    <item>
      <title>Re: Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813101#M12065</link>
      <description>&lt;P&gt;This is what I was expecting it to be. Have added retry logic in for now and hopefully gets fixed soon.&lt;BR /&gt;&lt;BR /&gt;Data is too small to consider spark which is why we went with the DuckDB pattern, just strange it has been fine for months and suddenly an issue.&lt;/P&gt;</description>
      <pubDate>Mon, 01 Sep 2025 07:54:40 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813101#M12065</guid>
      <dc:creator>abm_chris</dc:creator>
      <dc:date>2025-09-01T07:54:40Z</dc:date>
    </item>
    <item>
      <title>Re: Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813107#M12066</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/606434"&gt;@abm_chris&lt;/a&gt;&amp;nbsp; Thank you for sharing this workaround it's truly appreciated and will be incredibly helpful for others in the community.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;We truly appreciate your continued engagement and thank you for being an active and valued member of the community.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Best Regards,&lt;/STRONG&gt;&lt;/P&gt;
&lt;P&gt;&lt;STRONG&gt;Lakshmi.&lt;/STRONG&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 01 Sep 2025 08:01:10 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813107#M12066</guid>
      <dc:creator>v-lgarikapat</dc:creator>
      <dc:date>2025-09-01T08:01:10Z</dc:date>
    </item>
    <item>
      <title>Re: Python Notebook duckdb/delta intermittent permission errors</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813114#M12067</link>
      <description>&lt;P&gt;I'll still be waiting for a fix from PG&amp;nbsp;&lt;span class="lia-unicode-emoji" title=":thumbs_up:"&gt;👍&lt;/span&gt;&lt;/P&gt;</description>
      <pubDate>Mon, 01 Sep 2025 08:04:32 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Python-Notebook-duckdb-delta-intermittent-permission-errors/m-p/4813114#M12067</guid>
      <dc:creator>abm_chris</dc:creator>
      <dc:date>2025-09-01T08:04:32Z</dc:date>
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