Does row_number over a window cause a shuffle?

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Does row_number over a window cause a shuffle?

I have some code that adds a column that contains a row_number over a window. It looks somewhat like this

val sortColumns: List[Column] = =>"defaultSortCol")))
val partitionWindow = Window.partitionBy(s"groupByCol")
val window = partitionWindow.orderBy(sortColumns:_*)
df.withColumn(s"MyRank", row_number().over(window))

Will this cause a shuffle because I am partitioning by groupByCol? What happens if groupByCol is a boolean? Will this cause the dataframe to be partition into 2?

Or does Spark do something like using an accumulator to assign the row numbers? 

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