[Serve] Handle multiple changed objects per LongPollHost.listen_for_change RPC#48803
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edoakes merged 2 commits intoray-project:masterfrom Nov 19, 2024
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Signed-off-by: Josh Karpel <josh.karpel@gmail.com>
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Why are these changes needed?
Currently, in the
LongPollHost/LongPollClient, if multiple objects are updated that alisten_for_changerequest is waiting for before the async task in the host can run again, only one of those updated objects will be returned. This is inefficient because theLongPollClientwill immediately do alisten_for_changeRPC again, and that will see outdated snapshot IDs for the updates that weren't returned and get all of the missed updates.This is because of an asymmetry between
ray/python/ray/serve/_private/long_poll.py
Lines 252 to 272 in b75cb79
ray/python/ray/serve/_private/long_poll.py
Line 309 in b75cb79
Event, even if multiple events completed during thewait.To prove that the
waitcan indeed see multiple completedEvents, see this example:Generally this won't be a big issue because most
listen_for_changerequests in the current Serve setup are asking for a very small number of keys and are likely to only get one key update anyway. But, as I've been discussing with @edoakes and @zcin on Slack, I'd like to group up theDeploymentHandlelisten_for_changeRPCs under a singleLongPollClient, which will be requesting many keys and is therefore more likely to hit this situation.To complement this change, I also changed
LongPollHost.notify_changedso that it takes multiple updates at the same time.Related issue number
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.