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adaptive-query-execution

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sushmakl95 / spark-performance-optimization-playbook

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Battle-tested Apache Spark tuning patterns with reproducible benchmarks. 10 techniques (partition pruning, broadcast joins, AQE, skew handling, Z-ORDER, and more) — each paired with measured before/after speedups runnable on a laptop.

python emr performance big-data spark apache-spark optimization distributed-computing pyspark data-engineering benchmarks performance-tuning databricks spark-sql delta-lake zorder partition-pruning broadcast-join adaptive-query-execution skew-handling
  • Updated Apr 23, 2026
  • Python

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