DVC conflict may arrive if multiple user working on same repository?


#1

Hi,

I am trying out dvc for one of my ML pipeline poc. I see dvc add command to keep track of changes in data files. And i will push the data to S3 using dvc push. In our project multiple people are working together if another person already push the data changes to dvc if im going to push same it will through dvc conflict. In git we are getting git conflict

please let me know

Thanks.


#2

Hi @anup !

The only conflict that might occur is git merge conflict in respective .dvc file, which is easily resolved by hand by simply picking the desired md5: field. On the dvc side there would be no conflicts when pushing to s3.

Thanks,
Ruslan


#3

Thanks, @kupruser for your clarification