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hey guys hi and welcome to the video this video ill be showing you how to mask pi data in the data lake using aws glue so the goal of the video is to essentially mask all the details such as name city address phone number and all the other pi data using a glue job so over here as you can see on my s3 i essentially have a lot of files here right as you can see i have files and these are files where i have some pii data and dont worry these are data essentially i have uploaded using a python library called r so to to kind of show you uh the end goal of the project is you know you want to mask all this pi data using glue in the data lake right and when we essentially query this data using sql or i mean athena all the information will appear as a deducted essentially star star star because thats a pi data right so how to do that im gonna be walking you uh walking you how to do that in this video so i want to dump my output in this folder called output right so if you come here i have