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Domino has a nice solution for version control and reproducibility in the context of analytical / data science work: they keep a snapshot of your code, data, an
by AnnaAnisin 12y ago
Domino has a nice solution for version control and reproducibility in the context of analytical / data science work: they keep a snapshot of your code, data, and results every time you run your code. So it’s like version control plus continuous integration. Supports large data files, R, Python, etc. http://www.dominodatalab.com/ http://www.dominodatalab.com/
- thewopr 12y agoYeah, but their system is super simplistic and doesn't support half of the diverse and robust operations that Git and Github do. Can I see version history? Are changes compressed into diffs for text files? etc, etc.
- merlincorey 12y agoGit stores whole objects, not diffs, in case you were confused.
- yuubi 12y agoGit stores diffs between revisions too: see https://www.kernel.org/pub/software/scm/git/docs/git-pack-objects.html https://www.kernel.org/pub/software/scm/git/docs/git-pack-ob... Packs happen automatically sometimes per https://www.kernel.org/pub/software/scm/git/docs/git-gc.html https://www.kernel.org/pub/software/scm/git/docs/git-gc.html