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    <title>topic Re: Does Fabric duplicate data when creating a table from a Parquet file? in Data Engineering</title>
    <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Does-Fabric-duplicate-data-when-creating-a-table-from-a-Parquet/m-p/4397690#M6987</link>
    <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="javascript:void(0)" data-lia-user-mentions="" data-lia-user-uid="924883" data-lia-user-login="sawilliams" class="lia-mention lia-mention-user"&gt;sawilliams&lt;/a&gt;&amp;nbsp;&lt;BR /&gt;Thank you for reaching out microsoft fabric community forum.&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;Yes, Microsoft Fabric does duplicate the data when creating a table from a Parquet file. This happens because the data is initially stored in the FILES path and then copied to the TABLES path when creating the table.&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;To avoid redundancy, it would indeed be better to save the Parquet files directly in the TABLES path from the start. This way, you won't have duplicate copies of your data&lt;BR /&gt;&lt;BR /&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;If you need any further assistance or have any questions, please feel free to reach&amp;nbsp; us.&lt;BR /&gt;&lt;BR /&gt;&lt;/P&gt;
&lt;P&gt;If this solution helps, please consider giving us&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;EM&gt;&lt;STRONG&gt;Kudos&lt;/STRONG&gt;&lt;/EM&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;and&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;STRONG&gt;&lt;EM&gt;accepting it as the solution&lt;/EM&gt;&lt;/STRONG&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;so that it may assist other members in the community.&lt;/P&gt;
&lt;P&gt;Thank you.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
    <pubDate>Thu, 06 Feb 2025 07:12:28 GMT</pubDate>
    <dc:creator>Anonymous</dc:creator>
    <dc:date>2025-02-06T07:12:28Z</dc:date>
    <item>
      <title>Does Fabric duplicate data when creating a table from a Parquet file?</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Does-Fabric-duplicate-data-when-creating-a-table-from-a-Parquet/m-p/4396366#M6955</link>
      <description>&lt;DIV class=""&gt;&lt;DIV&gt;&lt;DIV class=""&gt;&lt;DIV class=""&gt;&lt;DIV class=""&gt;&lt;STRONG&gt;Hi Community,&lt;/STRONG&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;DIV class=""&gt;&lt;DIV class=""&gt;&lt;DIV class=""&gt;&lt;DIV class=""&gt;&lt;DIV class=""&gt;&lt;DIV class=""&gt;&lt;P&gt;I'm working on a &lt;STRONG&gt;POC&lt;/STRONG&gt; for a simple data ingestion pipeline in &lt;STRONG&gt;Microsoft Fabric&lt;/STRONG&gt;. My process is as follows:&lt;/P&gt;&lt;OL&gt;&lt;LI&gt;Read a &lt;STRONG&gt;CSV&lt;/STRONG&gt; from a &lt;STRONG&gt;shortcut to ADLS2&lt;/STRONG&gt;&lt;/LI&gt;&lt;LI&gt;Convert it to &lt;STRONG&gt;Delta Parquet&lt;/STRONG&gt;&lt;/LI&gt;&lt;LI&gt;Save it in the &lt;STRONG&gt;FILES&lt;/STRONG&gt; path of the &lt;STRONG&gt;Lakehouse&lt;/STRONG&gt;&lt;/LI&gt;&lt;LI&gt;Create a &lt;STRONG&gt;table&lt;/STRONG&gt; from the stored &lt;STRONG&gt;Parquet in the Fabric portal&lt;/STRONG&gt;&lt;/LI&gt;&lt;/OL&gt;&lt;P&gt;However, after creating the table, I noticed that the &lt;STRONG&gt;Parquet files also appear in the TABLES path&lt;/STRONG&gt;, even though I initially saved them in &lt;STRONG&gt;FILES&lt;/STRONG&gt;. &lt;STRONG&gt;Is Fabric duplicating the Parquet files when creating the table?&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Would it be better to save the &lt;STRONG&gt;Parquet files directly in the TABLES path&lt;/STRONG&gt; instead of FILES to avoid redundancy?&lt;/P&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;&lt;/DIV&gt;</description>
      <pubDate>Wed, 05 Feb 2025 12:40:09 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Does-Fabric-duplicate-data-when-creating-a-table-from-a-Parquet/m-p/4396366#M6955</guid>
      <dc:creator>sawilliams</dc:creator>
      <dc:date>2025-02-05T12:40:09Z</dc:date>
    </item>
    <item>
      <title>Re: Does Fabric duplicate data when creating a table from a Parquet file?</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Does-Fabric-duplicate-data-when-creating-a-table-from-a-Parquet/m-p/4397690#M6987</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="javascript:void(0)" data-lia-user-mentions="" data-lia-user-uid="924883" data-lia-user-login="sawilliams" class="lia-mention lia-mention-user"&gt;sawilliams&lt;/a&gt;&amp;nbsp;&lt;BR /&gt;Thank you for reaching out microsoft fabric community forum.&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;Yes, Microsoft Fabric does duplicate the data when creating a table from a Parquet file. This happens because the data is initially stored in the FILES path and then copied to the TABLES path when creating the table.&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;&lt;SPAN&gt;To avoid redundancy, it would indeed be better to save the Parquet files directly in the TABLES path from the start. This way, you won't have duplicate copies of your data&lt;BR /&gt;&lt;BR /&gt;&lt;/SPAN&gt;&lt;/P&gt;
&lt;P&gt;If you need any further assistance or have any questions, please feel free to reach&amp;nbsp; us.&lt;BR /&gt;&lt;BR /&gt;&lt;/P&gt;
&lt;P&gt;If this solution helps, please consider giving us&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;EM&gt;&lt;STRONG&gt;Kudos&lt;/STRONG&gt;&lt;/EM&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;and&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;&lt;STRONG&gt;&lt;EM&gt;accepting it as the solution&lt;/EM&gt;&lt;/STRONG&gt;&lt;SPAN&gt;&amp;nbsp;&lt;/SPAN&gt;so that it may assist other members in the community.&lt;/P&gt;
&lt;P&gt;Thank you.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Thu, 06 Feb 2025 07:12:28 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Does-Fabric-duplicate-data-when-creating-a-table-from-a-Parquet/m-p/4397690#M6987</guid>
      <dc:creator>Anonymous</dc:creator>
      <dc:date>2025-02-06T07:12:28Z</dc:date>
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