Broadcast Join
Understand the build-side copy in a broadcast join, preserve match multiplicity, and avoid treating file size as a safe executor memory budget.
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Spark Partitioning, Shuffles, and Data Skew
Understand partition distributions, salted aggregates and joins, broadcast plans, coalesce, and Parquet file counts while preserving query semantics.