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Create KedroPipelineModel custom mlflow model #171

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Galileo-Galilei opened this issue Mar 12, 2021 · 0 comments · Fixed by #249
Closed

Create KedroPipelineModel custom mlflow model #171

Galileo-Galilei opened this issue Mar 12, 2021 · 0 comments · Fixed by #249
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enhancement New feature or request

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Galileo-Galilei commented Mar 12, 2021 •
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Description

The current version of KedroPipelineMLModel can only log a PipelineML object as a Mlflow Model. For easier use, it would be more convenient to be ale to log directly a Pipeline object.

Context

The PipelineML concept is very strict: it is a good way to enforce best practice in a project, but you sometimes want to log a Pipeline directly without retraining the model. It would be more convenient to have a class for this to simplify serving.

Possible Implementation

For consistency of the API, it would be nice to have an abstract mother class KedroPipelineAbstractModel. The implementation would be very close to the existing KedroPipelineMLModel DataSet.
@Galileo-Galilei Galileo-Galilei added the enhancement New feature or request label Mar 12, 2021
@Galileo-Galilei Galileo-Galilei self-assigned this Mar 12, 2021
@Galileo-Galilei Galileo-Galilei changed the title Create KedroPipelineModel DataSets Create KedroPipelineModel DataSet Mar 12, 2021
@Galileo-Galilei Galileo-Galilei changed the title Create KedroPipelineModel DataSet Create KedroPipelineModel custom mlflow model Oct 2, 2021
@Galileo-Galilei Galileo-Galilei mentioned this issue Oct 6, 2021
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Galileo-Galilei added a commit that referenced this issue Nov 4, 2021
@Galileo-Galilei
✨ Make the KedroPipelineModel custom mlflow model able to serve a Pip…
105a1c1 
…eline instead of only PipelineML (#171)
Galileo-Galilei added a commit that referenced this issue Nov 4, 2021
@Galileo-Galilei
✨ Make the KedroPipelineModel custom mlflow model able to serve a Pip…
2013146 
…eline instead of only PipelineML (#171)
Galileo-Galilei added a commit that referenced this issue Nov 4, 2021
@Galileo-Galilei
✨ Make the KedroPipelineModel custom mlflow model able to serve a Pip…
479a747 
…eline instead of only PipelineML (#171)
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@Galileo-Galilei Galileo-Galilei

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enhancement New feature or request
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kedro-mlflow roadmap
Status: ✅ Done
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@Galileo-Galilei