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Feat/evict req on client disconnect streaming case #223
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d613565
chore: Add SimpleDelayedStreamAPI for delayed streaming of output
bhimrazy 371cf56
add test_stream_client_disconnection
bhimrazy 9e7f841
add request_evicted_status param to run_streaming_loop
bhimrazy 7ce49ac
update test_stream_client_disconnection
bhimrazy 56c8587
adds functionality to evict the request if disconnected before comple…
bhimrazy f5961c4
Merge branch 'main' into feat/evict-req-on-client-disconnect-streamin…
bhimrazy 9330997
update exception
aniketmaurya 1f0bfe5
fix test
aniketmaurya d41db3c
Update src/litserve/server.py
aniketmaurya 4344720
Merge branch 'main' into feat/evict-req-on-client-disconnect-streamin…
aniketmaurya f177fcb
Merge branch 'main' into feat/evict-req-on-client-disconnect-streamin…
bhimrazy 4e5045a
Merge branch 'main' into feat/evict-req-on-client-disconnect-streamin…
bhimrazy 1d4677c
Merge branch 'main' into feat/evict-req-on-client-disconnect-streamin…
bhimrazy ca6fbc2
reverted changes to new updates
bhimrazy e61cdab
update
bhimrazy 6c2e0c6
update
bhimrazy 6668cc8
Merge branch 'main' into feat/evict-req-on-client-disconnect-streamin…
bhimrazy 3448ef3
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] 2cfd68e
chore: Add test for streaming client disconnection
bhimrazy c95ee45
handle client disconnection streaming nonbatched case
bhimrazy bac5534
chore: Optimize streaming loop performance by checking for client dis…
bhimrazy f08ed4b
chore: Update streaming loop to include request eviction status
bhimrazy e060e39
Merge branch 'main' into feat/evict-req-on-client-disconnect-streamin…
bhimrazy 2b11fc7
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] 5323c51
Refactor inference_worker function to remove optional parameters and …
bhimrazy 4368b57
update
bhimrazy 611a751
update
bhimrazy 5cc0f77
add missing param
bhimrazy 8d4a05d
add missing param
bhimrazy bd68b6c
add missing param for run streaming loop
bhimrazy 56f1076
test by removing the check interval
bhimrazy 49bed55
so there is performance drop with this check,
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Checking the
request_evicted_status
for each token appears to have a significant impact, reducing performance from 3600 to around 3100. However, it may not be necessary to perform this check on every token.While adding a check interval helps reduce the overhead and brings the performance closer to that of the main branch, but it still doesn't feel like an ideal solution.
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thanks for your patience with the PR and checking the speed issue @bhimrazy 🙌 .
yeah, and in case when the time-to-first-token is large but rest of the token stream speed is fast, it doesn't help much.
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this is just single worker. with multiple workers it might impact even more.
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I think the overall design is correct, we are just way too aggressive checking the distributed dict and we get into contention problems.
One alternative that could reduce contention is getting a snapshot of the disconnected dictionary in every worker loop: so not use a managed dict but a shared value that the server publishes and that gets read as a whole by each worker periodically (every N seconds - we don't need a thread, we just check the time at every loop). This way every worker has a semi-up to date local dictionary that it can check as often as we want.
Having semi-up to date info on who disconnected every N seconds is totally fine, we don't need to react immediately.
This design also helps with ignoring items in the queue that come from clients that have been disconnected. For those we necessarily have to check at every request. If the local dictionary is not up to date we'll run some requests for nothing, but that's ok. One caveat is making sure the responses don't accumulate in the response dictionary on the webserver process, in this case (let's remember about this).
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Thank you, @lantiga, for the valuable insights. This approach seems promising. I'll take some time to study the concept and work on the implementation shortly.