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Added Backend interface for abstracting DataFrame preprocessing steps #1014

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merged 94 commits into from
Nov 26, 2020

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tgaddair
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The purpose of this PR is to introduce a generic Backend interface that allows for plugging in alternative DataFrame libraries to Pandas, including Dask, Modin, and Koalas.

This PR splits off the Backend abstraction from #970 into its own set of changes, allowing us to first prove out the refactor of the preprocessing steps before adding support for Dask.

@tgaddair tgaddair changed the title Added modular Backend interface for abstracting DataFrame preprocessing steps Added Backend interface for abstracting DataFrame preprocessing steps Nov 19, 2020
@w4nderlust w4nderlust merged commit 496009e into master Nov 26, 2020
@w4nderlust w4nderlust deleted the backend branch November 26, 2020 01:46
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