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How to upload a parquet format file of RDS table data to S3 without using snapshots


I'm trying to send a copy of an AWS RDS table data to an external cloud storage service to do some analysis. (The reason I'm using the storage service is because I want to use it as a data lake.) I prefer Parquet to CSV as the file format of the copied data . (Parquet is preferred over CSV because it is easier to transform.) I think snapshot of RDS is the best solution, but snapshot can't specify table columns, and it outputs columns that should be masked as they are, so there is a security concern.

So, I would like to know if there is a way to output RDS table data to S3 as a Parquet file without using snapshot. Thank you very much for your help.

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2 Answers

Please take a look at this, You can selectively send data to an s3 file, However this is text/csv file, You can have a lambda that will trigger when a file is generated and that will convert your text/csv file to parquet format.

answered 7 months ago
  • Thank you for your answer. I think it is a practical way. However, it is a pity that there is no way to export directly in Parquet format.


In addition to the Save to S3 option, you can also write a Glue job to query RDS data and store in S3 in Parquet format. Some helpful information here.

answered 7 months ago

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