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Optimize query uniqueness check in ProcessList #57106

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merged 2 commits into from Nov 24, 2023

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adikus
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@adikus adikus commented Nov 22, 2023

Hi!
In our ClickHouse use case, we have a lot of users (currently ~couple thousands per CH instance), all of whom are expected to run queries.
Recently we tried to push this even further (~couple tens of thousands users per CH instance), which resulted in a significant degradation in our QPS throughput. We were able to achieve only between 100 and 200 QPS, with each query taking up to 30s (expected run time for these queries is under 100ms).

With tracing logs enabled, we were able to figure that most queries were spending their time on this lock:
https://github.com/ClickHouse/ClickHouse/blob/c2f4dc0f14f55cf9785da86cb2bf07c556e22d1e/src/Interpreters/ProcessList.cpp#L82C27-L82C27
The reason was that the inserts into the ProcessList were taking too long, specifically in this for loop:

/// Check other users running query with our query_id
for (const auto & user_process_list : user_to_queries)
{
if (user_process_list.first == client_info.current_user)
continue;
if (auto running_query = user_process_list.second.queries.find(client_info.current_query_id); running_query != user_process_list.second.queries.end())
throw Exception(ErrorCodes::QUERY_WITH_SAME_ID_IS_ALREADY_RUNNING,
"Query with id = {} is already running by user {}",
client_info.current_query_id, user_process_list.first);
}

The for loop iterates over every user the server ever saw, which explains why most queries spend so much time on this lock (we saw times up to 10ms spend in the loop, which would explain the ~100 QPS limit we saw).
This PR, replaces the for loop with a single lookup into a std::unordered_map.

We tested this patch in our environment and achieved over 2000 QPS on the same workload as before (could definitely go higher).

Changelog category (leave one):

  • Performance Improvement

Changelog entry (a user-readable short description of the changes that goes to CHANGELOG.md):

Improve performance of executing queries for use cases with many users

Documentation entry for user-facing changes

  • Documentation is written (mandatory for new features)

Information about CI checks: https://clickhouse.com/docs/en/development/continuous-integration/

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CLAassistant commented Nov 22, 2023

CLA assistant check
All committers have signed the CLA.

@jsc0218 jsc0218 self-assigned this Nov 22, 2023
@robot-clickhouse robot-clickhouse added the pr-performance Pull request with some performance improvements label Nov 22, 2023
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robot-clickhouse commented Nov 22, 2023

This is an automated comment for commit f447c54 with description of existing statuses. It's updated for the latest CI running

❌ Click here to open a full report in a separate page

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@jsc0218 jsc0218 added the can be tested Allows running workflows for external contributors label Nov 22, 2023
@@ -313,6 +311,9 @@ ProcessListEntry::~ProcessListEntry()
}
}

if (auto query_user = parent.queries_to_user.find(query_id); query_user != parent.queries_to_user.end())
parent.queries_to_user.erase(query_user);

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I may be wrong, but at first glance we should erase from queries_to_user after cancelled_cv.wait(), otherwise we are going to have a race condition here.

@jsc0218 jsc0218 self-requested a review November 22, 2023 20:29
@jsc0218 jsc0218 merged commit 55e0a82 into ClickHouse:master Nov 24, 2023
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@FrankChen021
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Hi @adikus , I'm wondering in your test, how many users are there? We also notice that the ClickHouse spends time on the ProcessList processing, in our case, there's only 1 user that issues queries up to 2K. I think the 1 user scenario cannot benefit much from this patch, right?

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jsc0218 commented Dec 6, 2023

Hi @adikus , I'm wondering in your test, how many users are there? We also notice that the ClickHouse spends time on the ProcessList processing, in our case, there's only 1 user that issues queries up to 2K. I think the 1 user scenario cannot benefit much from this patch, right?

I don't think this patch benefits much in you case, since it mainly avoids the cost of scanning over the user_process_list, while in your case just one user.

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6 participants