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Databricks Certified Associate Developer for Apache Spark · Databricks
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- Broadcasting the small table (F.broadcast(lookup_df)) eliminates shuffle of the large table and makes the join a map-side hash join. AQE can also auto-convert a sort-merge join to broadcast when it detects one side is small at runtime.