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Databricks Certified Associate Developer for Apache Spark · Databricks
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- F.expr parses a SQL expression string and returns a Column. Example: df.withColumn('next_age', F.expr('age + 1')). F.lit produces a literal value. F.sql does not exist (use spark.sql for full queries).