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datatransformationpipeline's Introduction

  • ๐Ÿ‘‹ Hi, Iโ€™m @Jwuthri
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datatransformationpipeline's Issues

Create Pipeline Transformation

Current Behavior

We don't have it yet

Expected Behavior

I want to be able to run some data-transformation through sklearn.pipeline

Context

Run multiple transformation on a pandas.dataframe through pipeline orchestration
exemple:

pipe = Pipeline([
    ('english', SelectLanguage(lang="ENGLISH", key='text')),
    ('save', SaveDataFrame(output_dir=output_dir))
])

pp = ProcessPipeline(pipe)
pp.main()
  • Should be multi-threaded
  • Handle large dataset

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