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When configuring using 'FileSource', how do I add a file with new data to reflect it? #3298

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sungreong opened this issue Oct 18, 2022 · 1 comment
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kind/feature New feature or request

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@sungreong
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sungreong commented Oct 18, 2022

I want to configure the feature store with an existing file and reflect it in the feature store when a new file is added.

I'm looking at several examples, but I can't find any of these examples.

I have a few questions regarding this.

  1. When a new file is added, how do I add a new file while retaining the data of the existing file?

  2. If question 1 is impossible, how can we add new data to the online store for new files?

Thank you for making a good library, and I look forward to a good answer.

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@sungreong sungreong added the kind/feature New feature or request label Oct 18, 2022
@achals
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achals commented Oct 18, 2022

Hey @sungreong, this is a good question - the real answer is that this use case isn't really supported, since the file offline store is meant just for dev environments/getting started with Feast. For production, we generally recommend using one of the other supported offline stores, which support your use case.

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