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Feature request came from the Reseach team, namely from @johngull.
This will give us many advantages right now and in the future:
We could export all (not only python) dependencies via the single environment.yml file, many tools like MLFlow / Seldon support Conda environments -- this helps with integrations.
Users could use conda channels to install non-pip dependencies (for instance, extra version of Python, GPU libraries requiring system libs, etc).
Later we could enable our users to build container images by providing a single environment.yml file and base image version.
Also, in the base image we could utilize mamba, a backend replacement for the Conda implemented in C++. It also works with the channels, same commands and UX. Just different CLI utility (conda -> mamba).
The text was updated successfully, but these errors were encountered:
Why
Feature request came from the Reseach team, namely from @johngull.
This will give us many advantages right now and in the future:
environment.yml
file, many tools like MLFlow / Seldon support Conda environments -- this helps with integrations.conda
channels to install non-pip dependencies (for instance, extra version of Python, GPU libraries requiring system libs, etc).environment.yml
file and base image version.Also, in the base image we could utilize mamba, a backend replacement for the Conda implemented in C++. It also works with the channels, same commands and UX. Just different CLI utility (
conda
->mamba
).The text was updated successfully, but these errors were encountered: