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I am crawling data from a database, manipulating it, creating a CSV file, and uploading it to S3. I want to add an additional layer of safety: if a row is missing mandatory data, I want to filter it out and log it in AWS without causing an error.

My approach is to loop through the columns, and if I find any missing mandatory data, I will filter out that row and log it.

Does anyone have a better way to achieve this in AWS Glue?

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