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    <title>topic Z-order or Hilbert Curve, which is better in Data Engineering</title>
    <link>https://community.databricks.com/t5/data-engineering/z-order-or-hilbert-curve-which-is-better/m-p/18200#M12034</link>
    <description>&lt;P&gt;For Optimize on Delta table, there is support for 2 spatial curve algorithms. Which is better. Which one to choose for my workload. &lt;/P&gt;</description>
    <pubDate>Fri, 25 Jun 2021 22:45:55 GMT</pubDate>
    <dc:creator>brickster_2018</dc:creator>
    <dc:date>2021-06-25T22:45:55Z</dc:date>
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      <title>Z-order or Hilbert Curve, which is better</title>
      <link>https://community.databricks.com/t5/data-engineering/z-order-or-hilbert-curve-which-is-better/m-p/18200#M12034</link>
      <description>&lt;P&gt;For Optimize on Delta table, there is support for 2 spatial curve algorithms. Which is better. Which one to choose for my workload. &lt;/P&gt;</description>
      <pubDate>Fri, 25 Jun 2021 22:45:55 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/z-order-or-hilbert-curve-which-is-better/m-p/18200#M12034</guid>
      <dc:creator>brickster_2018</dc:creator>
      <dc:date>2021-06-25T22:45:55Z</dc:date>
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    <item>
      <title>Re: Z-order or Hilbert Curve, which is better</title>
      <link>https://community.databricks.com/t5/data-engineering/z-order-or-hilbert-curve-which-is-better/m-p/18201#M12035</link>
      <description>&lt;P&gt;The&amp;nbsp;OPTIMIZE&amp;nbsp;ZORDER&amp;nbsp;operation now uses&amp;nbsp;&lt;A href="https://wikipedia.org/wiki/Hilbert_curve" alt="https://wikipedia.org/wiki/Hilbert_curve" target="_blank"&gt;Hilbert space-filling curves&lt;/A&gt;&amp;nbsp;by default. This approach provides better clustering characteristics than Z-order in higher dimensions. For Delta tables using&amp;nbsp;OPTIMIZE&amp;nbsp;ZORDER&amp;nbsp;with many columns, Hilbert curves can speed up read queries by skipping more data than Z-order. For details, see&amp;nbsp;&lt;A href="https://docs.databricks.com/delta/optimizations/file-mgmt.html#z-ordering-multi-dimensional-clustering" alt="https://docs.databricks.com/delta/optimizations/file-mgmt.html#z-ordering-multi-dimensional-clustering" target="_blank"&gt;Z-Ordering (multi-dimensional clustering)&lt;/A&gt;.&lt;/P&gt;</description>
      <pubDate>Mon, 28 Jun 2021 17:57:32 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/z-order-or-hilbert-curve-which-is-better/m-p/18201#M12035</guid>
      <dc:creator>amr</dc:creator>
      <dc:date>2021-06-28T17:57:32Z</dc:date>
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