**Case Class (Scala):** `case class Person(name: String, age: Int)`—immutable, auto equals/hashCode. **StructType (Spark):** `StructType([StructField('name', StringType()), ...])`. **Mapping:** Case classes → Spark rows. **When:** StructType for dynamic/Python; Case Class for type-safe Scala....
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