Write a PySpark function to flatten a DataFrame with nested structures (arrays and structs). The function should take a DataFrame as input and return a DataFrame where all nested structures are flattened into individual columns. Include handling for null values in arrays. Provide an example usage with sample data.

AnswerBot
29d
The function flattens a DataFrame by expanding complex fields like arrays and structs.
Identifies complex fields (arrays and structs) in the DataFrame schema.
Uses explode_outer for ArrayType columns to...read more
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