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@amotl amotl commented Dec 7, 2024

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Adding an example using a convenient wrapper augmentation library around Apache Spark, that computes on the database instead of on a Spark cluster.

SQLFrame implements the PySpark DataFrame API in order to enable running transformation pipelines directly on database engines - no Spark clusters or dependencies required. It is based on SQLGlot and others.

References

SQLFrame [1] implements the PySpark [2] DataFrame API in order to enable
running transformation pipelines directly on database engines - no Spark
clusters or dependencies required.

[1] https://pypi.org/project/sqlframe/
[2] https://spark.apache.org/docs/latest/api/python/
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