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Databricks Certified Associate Developer for Apache Spark · Databricks
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- inner join returns only rows where the join condition matches in both sides (no nulls). left_outer keeps left rows with nulls for unmatched right. full_outer keeps both sides with nulls. left_anti returns left rows WITHOUT matches in right.