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Optimize write rate in Gcp Firestore #1458

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merged 1 commit into from
Apr 13, 2021
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@tsotnet tsotnet commented Apr 12, 2021

What this PR does / why we need it: We used to have less than 100 QPS on writing data to the online store in Gcp Firestore. This was due to using non-batch requests (get & put) instead of batch variants (get_multi & put_multi). Moreover, we completely removed the read part of the functionality and directly write the new data without comparing timestamps. So, it's up to the user now to make sure they're not overwriting old data over the new data. In future we'll add a flag that if enabled by the user, will do this check on every write, but the performance hit is too much to leave it on by default.

The new functionality benchmarks at ~1.95K writes per second.

Which issue(s) this PR fixes:

Fixes #

Does this PR introduce a user-facing change?:

Improve Firestore write speed by 2 orders of magnitude

@tsotnet tsotnet requested a review from woop April 12, 2021 21:42
@tsotnet tsotnet requested a review from jklegar as a code owner April 12, 2021 21:42
@tsotnet tsotnet force-pushed the optimize-firestore-writes branch 2 times, most recently from 10e14c9 to 685b501 Compare April 12, 2021 21:55
@tsotnet tsotnet force-pushed the optimize-firestore-writes branch 2 times, most recently from 1f2f5a4 to 1263873 Compare April 12, 2021 22:40
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tsotnet commented Apr 13, 2021

/test test-telemetry

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woop commented Apr 13, 2021

/lgtm

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: tsotnet, woop

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@feast-ci-bot feast-ci-bot merged commit 7b4c3ba into master Apr 13, 2021
@woop woop deleted the optimize-firestore-writes branch May 12, 2021 20:27
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3 participants