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Databricks Certified Associate Developer for Apache Spark · Databricks
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- write.partitionBy creates a directory hierarchy (year=.../month=...) that downstream reads can prune. bucketBy is for managed tables (requires saveAsTable). Option C reverses method order. Option D is not valid PySpark.