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# ask-for-helps
Slackbot
10/12/2022, 9:24 PMThis message was deleted.
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Bo
10/12/2022, 9:25 PMYou can have the training and serving project separately
Bo
10/12/2022, 9:26 PMThe bentofile is mainly describing what the serving will need to do and what behaviors it will have
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Eric Riddoch
10/12/2022, 9:26 PMAwesome! So as long as the python requirements in
bentofile.yamlrequirements.txtc
Chaoyu
10/13/2022, 4:28 AMYes, you can in fact point to your existing requirements.txt file in your bentofile as well
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Chaoyu
10/13/2022, 4:29 AMBentoML does a bit extra here - it will lock the entire dependency trees’ package versions and make sure to reproduce identical environments between training and serving
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Eric Riddoch
10/13/2022, 4:39 AMThat is fantastic 😄, no need for a Pipfile.lock
Eric Riddoch
10/13/2022, 4:41 AMAh, but it sounds from this like bentoml really encourages you to keep your model and service in the same python project--that way the
bentofile.yamlrequirements.txtEric Riddoch
10/13/2022, 4:41 AMIt sounds like it wouldn't be DRY to split up training and serving because you'd have to keep the requirements for both projects in sync.
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Bo
10/13/2022, 5:44 PMI think in some way, we feel the person who builds the model, also owns the service. We see that sometimes nuances are lost when transiting from one to another.