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Databricks Certified Associate Developer for Apache Spark · Databricks
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- Each RDD/DataFrame records its lineage (the transformations that produced it). If an executor fails, Spark recomputes the lost partitions from upstream data using lineage — providing fault tolerance without checkpointing every intermediate. You can materialize with cache() or write to checkpoint.