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Introduce MLFlow flavors for working with mojos and pojos #15654

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wendycwong opened this issue Jul 25, 2023 · 1 comment · Fixed by #15849
Closed

Introduce MLFlow flavors for working with mojos and pojos #15654

wendycwong opened this issue Jul 25, 2023 · 1 comment · Fixed by #15849
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@mn-mikke @erikwolfh
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feature
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3.46.0.1

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@wendycwong
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Currently inside MLFlow, h2o is supported by using binary models which have been deprecated. Marek wants to replace it with H2O-3 mojo/pojo instead. Since MLFlow is very popular, this will help to advertise H2O-3 and increase H2O-3 adoption.
@wendycwong
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Here is the repo where h2o deals with binary model: https://github.com/mlflow/mlflow/blob/master/mlflow/h2o.py

@mn-mikke mn-mikke changed the title Replace h2o code in MLFlow working with mojo/pojo instead of h2o binary model Introduce MLFlow flavors for working with mojos and pojos Oct 19, 2023
@mn-mikke mn-mikke added this to the 3.46.0.1 milestone Oct 19, 2023
mn-mikke added a commit that referenced this issue Oct 19, 2023
@mn-mikke
[GH-15654] Introduce MLFlow flavors for working with mojos and pojos
e13b514
@mn-mikke mn-mikke mentioned this issue Oct 19, 2023
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mn-mikke added a commit that referenced this issue Nov 14, 2023
@mn-mikke
[GH-15654] Introduce MLFlow flavor for working with mojos and pojos (#…
d6c889b 
…15849)

* [GH-15654] Introduce MLFlow flavors for working with mojos and pojos

* First version of mojo flavor by Eric Wolf

* New saving method

* Update loading mojos

* Fix upload mojos.

* Fix building

* Fix h2o_mlflow_flavor

* Update

* Update loader module

* Update h2o_mojo

* Add genmodel flavor

* Fix pojo

* Fix pojo

* Add extraction of metrics

* Fix metric extraction

* add input examples

* moved mlflow-flavor

* Add examples

* Add doc

* Add description.rst

* Update description

* description

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* Add flavor as self reference

* Update build definition

* Remove gitignore

* Just one doc

* Revert DRF_mojo.ipynb

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Co-authored-by: Eric Wolf <eric.wolf@h2o.ai>
@mn-mikke mn-mikke mentioned this issue Jan 31, 2024
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@mn-mikke mn-mikke

@erikwolfh erikwolfh

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[GH-15654] Introduce MLFlow flavor for working with mojos and pojos h2oai/h2o-3
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@mn-mikke @wendycwong @erikwolfh