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Remove transitive dependency when saving pipelines #54

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adriangonz opened this issue Mar 18, 2021 · 0 comments · Fixed by #77
Closed

Remove transitive dependency when saving pipelines #54

adriangonz opened this issue Mar 18, 2021 · 0 comments · Fixed by #77
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@RafalSkolasinski
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Early-Access Release MLOps Sprint 5 (ending 15/04/2021)

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@adriangonz
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Pipelines currently contain references to model instances, which contain transitive dependencies of their own. This means that when saved, they will also contain all these transitive deps.

Potential solutions could be:

  • Make models explicit under a array field of the class
  • Hack cloudpickle to use a different global context
@adriangonz adriangonz added this to To do in MLOPs Sprint 4 (ending 04/04/2021) via automation Mar 18, 2021
@RafalSkolasinski RafalSkolasinski moved this from To do to In progress in MLOPs Sprint 4 (ending 04/04/2021) Mar 23, 2021
@adriangonz adriangonz moved this from To do to In progress in Early-Access Release Mar 26, 2021
@adriangonz adriangonz removed this from In progress in MLOPs Sprint 4 (ending 04/04/2021) Apr 1, 2021
@adriangonz adriangonz added this to To do in MLOps Sprint 5 (ending 15/04/2021) via automation Apr 1, 2021
@adriangonz adriangonz moved this from To do to In progress in MLOps Sprint 5 (ending 15/04/2021) Apr 1, 2021
@RafalSkolasinski RafalSkolasinski mentioned this issue Apr 1, 2021
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Early-Access Release automation moved this from In progress to Done Apr 7, 2021
MLOps Sprint 5 (ending 15/04/2021) automation moved this from In progress to Done Apr 7, 2021
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@RafalSkolasinski RafalSkolasinski

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Minimal models for remote RafalSkolasinski/tempo
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@adriangonz @RafalSkolasinski