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Published 20 hours ago • verified publisher icon alteryx

Add demo with using BentoML to deploy pickled pipelines

Open angela97lin opened this issue 3 years ago • 3 comments

Going back to https://github.com/alteryx/evalml/issues/1400, now that we can pickle pipelines, we should explore trying to use BentoML (or other open source libraries) to deploy pickled pipelines.

Would be a great showcase of multiple open source libraries!

angela97lin avatar Apr 30 '21 18:04 angela97lin

Agreed! Thanks for filing.

I have been silently working on this recently :) we'll need evalml 0.24.0 to go out first. Then I'm gonna try to get this PR merged to bentoml, which adds support for evalml pipelines as artifacts. Then we can have a fun demo.

dsherry avatar May 03 '21 16:05 dsherry

Blocked on bentoml doing a release. I have a notebook which is ready to go though!

dsherry avatar May 18 '21 15:05 dsherry

@dsherry Looks like BentoML made a few releases: https://github.com/bentoml/BentoML/releases, so we're no longer blocked! :)

angela97lin avatar Oct 18 '21 22:10 angela97lin