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Add compression to values stored in Redis #310

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woop opened this issue Nov 17, 2019 · 1 comment
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Add compression to values stored in Redis #310

woop opened this issue Nov 17, 2019 · 1 comment
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area/serving kind/feature New feature or request

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@woop
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woop commented Nov 17, 2019

FeatureRows that are currently being stored in online stores like Redis are uncompressed. This helps to make debugging easier since the rows are somewhat human-readable using redis-cli.

However, in production it would be a lot more efficient to compress these values. We're able to achieve compression to around 40% of the original FeatureRow value at only 12 features. Larger feature rows would benefit even more from compression.

The proposal is to add support for compression as well as a flag to turn this on or off. We would also need to make sure that there is no performance hit during online retrieval.

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woop commented Mar 9, 2020

Duplicate of #515

@woop woop marked this as a duplicate of #515 Mar 9, 2020
@woop woop closed this as completed Mar 9, 2020
woop pushed a commit that referenced this issue Oct 15, 2021
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