Hi Community :) I'M New To Clearml And Seeking Advice On Best Practices For Managing Datasets. I Have Two Types Of Datasets: (1) Pdfs (2) Tabular Data Stored In Excel.

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Hi community :)
I'm new to ClearML and seeking advice on best practices for managing datasets. I have two types of datasets:
(1) PDFs
(2) Tabular data stored in Excel.

Question 1: Tracking changes in different versions of Excel files
I frequently update my Excel datasets by adding new data and deleting old entries. Can I track these changes across different versions in ClearML?

For instance, if I upload an initial Excel file and later make modifications, is there a way to compare the versions to see what data was added or removed?

Question 2: Handling data stored in S3 without storing it in ClearML
I have a bucket in S3 that stores PDFs, and I prefer not to store these files directly in ClearML. Is there a way to track changes to the files in this S3 bucket, such as monitoring which files have been added or removed?

Thanks!

  				
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	3 months ago

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					GloriousKoala29
				
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Hi @<1724960475575226368:profile|GloriousKoala29> , to address your questions:

No, that is not possible currently. Think of the Datasets feature as a catalogue of data, meaning you can see what data is saved but you can only see what's inside when you pull it locally.
I'm afraid not, ClearML basically saves links to the data but doesn't directly "look" at the data

  				
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	3 months ago

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					CostlyOstrich36
				
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I see, thanks for that!

  				
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	3 months ago

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					GloriousKoala29
				
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