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sk Skill · EmbrasureAI

optimize-spark-sql-plan

Optimize Apache Spark SQL and DataFrame queries using the final Adaptive Query Execution plan and runtime statistics rather than source code alone. Use to reduce runtime, shuffle, spill, scan cost, skew, join amplification, Python UDF overhead, poor partitioning, or unnecessary work while preserving query semantics.

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EmbrasureAI/spark-observability-skills
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