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Torus: A Toolkit for Docker-First Data Science

74 pointsby augustflanaganalmost 7 years ago

5 comments

saammalmost 7 years ago
This is interesting! It sounds like this v1 gets your local environment up and running in a Docker container. I maintain something similar for analysts on my team, and we&#x27;ve seen success in terms of decreasing time spent on environment setup.<p>As another interesting use of Docker in the data space, I&#x27;m excited about Pachyderm [0] (though I haven&#x27;t had the chance to use it in production). In particular, the data provenance story seems compelling.<p>0: <a href="https:&#x2F;&#x2F;github.com&#x2F;pachyderm&#x2F;pachyderm" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;pachyderm&#x2F;pachyderm</a>
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zimbatmalmost 7 years ago
No to confuse with this other company at <a href="https:&#x2F;&#x2F;manifold.io&#x2F;" rel="nofollow">https:&#x2F;&#x2F;manifold.io&#x2F;</a> (io, not ai) which deprecated their <a href="https:&#x2F;&#x2F;www.torus.sh&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.torus.sh&#x2F;</a> project :)
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robohamburgeralmost 7 years ago
I think a more interesting direction would be for jupyter lab to ship an electron app and have it able to understand how to spin up and talk to containerized kernels.<p>I made a hacky version for work that proxies to a k8s pod but first class support would be cool.
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mr_toadalmost 7 years ago
Is cookie cutter running inside the docker container or on the host? The instructions imply setting up python, virtualenv, pip and cookie cutter all on the local machine...
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stmwalmost 7 years ago
Isn&#x27;t this was Pachyderm was supposed to do?