我想只是从DataFrame获取基础rdd并对其触发操作即可实现您所需要的.

I guess simply getting an underlying rdd from DataFrame and triggering an action on it should achieve what you're looking for.

df.withColumn("test",myUDF($"id")).rdd.count // this gives proper exceptions