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rustyconover committed Jun 30, 2024
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Expand Up @@ -33,6 +33,12 @@ Numerous articles describe the benefits of applying a Z-Ordering/Hilbert orderin
- [https://blog.cloudera.com/speeding-up-queries-with-z-order/](https://blog.cloudera.com/speeding-up-queries-with-z-order/)
- [https://www.linkedin.com/pulse/z-order-visualization-implementation-nick-karpov/](https://www.linkedin.com/pulse/z-order-visualization-implementation-nick-karpov/)

From one of the articles:

![Delta Lake Query Speed Improvement from using Z-Ordering](https://delta.io/static/c1801cd120999d77de0ee51b227acccb/a13c9/image1.png)

Your particular performance improvements will vary, but for some query patterns Z-Ordering and Hilbert ordering will make quite a big difference.

## When would I use this?

For query patterns across multiple numeric or short text columns, consider sorting rows using Hilbert encoding when storing data in Parquet:
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