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[FEATURE] New datasource - machine learning (ML) #1371

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Yury-Fridlyand opened this issue Feb 23, 2023 · 1 comment
Open

[FEATURE] New datasource - machine learning (ML) #1371

Yury-Fridlyand opened this issue Feb 23, 2023 · 1 comment
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enhancement New feature or request ml Issues related to integration with ML commons and plugin

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@Yury-Fridlyand
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Is your feature request related to a problem?

SQL plugin depends on ML plugin which depends on ....

What solution would you like?

Create new datasource: ML

  1. It will use ML to obtain data (the same happens now)
  2. It will provide few unique functions (now those functions exist in the common scope - kmeans, knn, ad, ml, etc)
  3. It will be pluggable, so
    3.1. We could be able to deactivate it in case of dependency conflict or any other compilation errors.
    3.2. Probably, the end user would be able to opt-in/out this feature too in the SQL plugin.

What alternatives have you considered?

N/A

Do you have any additional context?

  1. Common compilation errors due to ML dependency
  2. Doctests are disabled for ML

The goal

To avoid having a strict dependency on ML plugin. Make this dependency loose and/or optional.

@Yury-Fridlyand Yury-Fridlyand added enhancement New feature or request untriaged labels Feb 23, 2023
@Yury-Fridlyand
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Related to #811

@dai-chen dai-chen added ml Issues related to integration with ML commons and plugin and removed untriaged labels Mar 1, 2023
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Labels
enhancement New feature or request ml Issues related to integration with ML commons and plugin
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