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re DVC: given that you you use Makefiles, the interaction will be pretty similar, Ploomber will be the place to describe the workflows and you can use DVC for versioning the data. have you encounter any problems integrating Ploomber into DVC? You want Ploomber to mark a task as outdated if a file changes? If so, you can pass the

resources_

key which will hash the contents of the file and re-run the task if the contents change, docs here does this solve the problem?

excellent. thanks for quick reply. let me give it a try and get back to you if further questions.

sure!