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polyaxon / polyaxon

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
https://polyaxon.com
Apache License 2.0
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Use resulting image of kind: build in jobs/experiments #577

Closed Mofef closed 4 years ago

Mofef commented 5 years ago

Unclear documentation

There is documentation on the concept of builds: https://docs.polyaxon.com/concepts/builds/ and there is doc on the build: section of polyaxon files: https://docs.polyaxon.com/references/polyaxonfile-yaml-specification/build/ Finally here is a example of how to define a standalone Build kind: build: https://github.com/polyaxon/polyaxon-quick-start/blob/master/polyaxonfile_build.yml

What i'm missing is how to use the image resulting from the build. I imagine besides image: and the alternative dockerfile: there should be sth. like base-build: in polyaxonfiles...? Or maybe it's just used differently?

mmourafiq commented 5 years ago

Next release will have polyflow in Public beta, and this type of dependencies will be possible.

Mofef commented 5 years ago

Cool! Looking forward to that! But is there some use of "stand-alone" builds at the moment that I'm missing?

mmourafiq commented 5 years ago

It's possible but not straightforward to do, because the tag depends on the build uuid.

I would just say that this not possible at the moment.

mmourafiq commented 4 years ago

Closing this, it's possible to build images even outside of Polyaxon and use them for jobs/experiments, the build step is not required anymore, this is will remove many issues and problems.