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Enhancement Request: Snowflake ML version of scikit-learn's FunctionTransformer for pipeline pre-processing #53

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zyzil opened this issue Oct 11, 2023 · 2 comments
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deferred The feature request has been defferred enhancement New feature or request

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@zyzil
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zyzil commented Oct 11, 2023

Scikit-learn provides FunctionTransformer to allow users to quickly write transformers without subclassing components and such.

I believe this would be a great addition to the Snowflake ML library to have the same option to allow composing custom pre-processing transforms in the Snowflake ML Pipeline in a consistent fashion instead of having to do some pre-processing against the dataframe pre-pipeline and more in the pipeline.

@sfc-gh-thoyt sfc-gh-thoyt added the enhancement New feature or request label Oct 18, 2023
@sfc-gh-snandamuri
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@zyzil Thank you for bringing up this feature request. Our team will prioritize this and keep you updated on the progress.

@sfc-gh-wzhao sfc-gh-wzhao added the deferred The feature request has been defferred label Mar 28, 2024
@sfc-gh-wzhao
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Hi @zyzil , after evaluating, we decided to defer this feature request. We will keep you updated if there is any. Thank you for supporting.

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Labels
deferred The feature request has been defferred enhancement New feature or request
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