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snowflakedb / snowflake-ml-python

Apache License 2.0
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Enhancement Request: Snowflake ML version of scikit-learn's FunctionTransformer for pipeline pre-processing #53

Open zyzil opened 10 months ago

zyzil commented 10 months ago

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-snandamuri commented 9 months ago

@zyzil Thank you for bringing up this feature request. Our team will prioritize this and keep you updated on the progress.

sfc-gh-wzhao commented 5 months ago

Hi @zyzil , after evaluating, we decided to defer this feature request. We will keep you updated if there is any. Thank you for supporting.