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Databricks Certified Associate Developer for Apache Spark · Databricks
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- F.countDistinct('col') (or F.count_distinct) counts unique non-null values. F.count counts non-null occurrences including duplicates. F.approxCountDistinct provides a HyperLogLog approximate count for better performance on huge datasets.