How to make JSON flattening memory efficient?

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Do not collect this data, it’s likely it will never fit in memory as you are trying to pull all the data into the driver.

You can just save it to a file directly.

collected_data = zip_rdd.map(extract_files).toDF("column","names","go","here")
collected_data.write.parquet("/path/to/folder")

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