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spark scala groupby — may I know the physical meaning?

I am completely new to spark scala and think groupby may be used to group the data by a certain attribute. Therefore I refer to to learn the api.
But what is the “physical meaning” in spark scala. And why need to write like:
val df = Seq(
(1, “a”,1),
(1, “b”,1),
(1, “a”,2),
(1, “b”,1)
).toDF(“id”,”type”,”verify_id”)

val df = df.select(col(“id”), col(“type”).as(“type”))

val df = df.groupBy(“id”,”type”)

val result = df.select(“verify_id”)

I have this question for many hours. Thank you very much.

A:

The physical meaning is that you are dealing with data of type (1, String, Float) and after reading this question Spark RDD data type, as you have defined type as String which is the second column in your DataFrame.
You could infer type by the way you defined the type of data.
For example, this is the way where

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