Jun 28, 2021 · The explicit syntax makes it clear that we’re creating an ArrayType column. Fetch value from array. Add a first_number column to the DataFrame that returns the first element in the numbers array. df.withColumn("first_number", df.numbers[0]).show(). "/>

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Faster: Method_3 ~ Method_2 ~ Method_5, because the logic is very similar, so Spark's catalyst optimizer follows very similar logic with minimal number of operations (get max of a particular column, collect a single-value dataframe; .asDict() adds a little extra-time comparing 2, 3 vs. 5).

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