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IntegerType # Define the schema schema = StructType([ StructField("id", IntegerType(), True), StructField("name", StringType(), True), StructField("age", IntegerType(), True), StructField("gender", StringType(), True) ]) In each of these scenarios, the StructType and StructField classes provide a