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DoorDash manages high-availability CockroachDB clusters at scale

52 点作者 orangechairs超过 1 年前

7 条评论

gizmo超过 1 年前
DoorDash has about 35 million users, and there is zero interaction between users. The median user uses doordash maybe once a week. So 5 million sessions a day, all happening in the same 3 hour window. That&#x27;s 2 million sessions per hour at peak times.<p>How does DoorDash get to <i>1.2 million queries per second</i>. 1.2mqps * 10000 seconds in 3 hours = 12 billion queries to process 5 million orders? That&#x27;s wild. Is it all analytics? This is highly suspect. 35m users isn&#x27;t nothing, but it isn&#x27;t exactly Facebook scale either.
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xyst超过 1 年前
&gt; About 1.2 million queries per second at daily peak hours.<p>&gt; About 2,300 total nodes spread across 300+ clusters.<p>&gt; About 1.9 petabytes of data on disk.<p>&gt; Close to 900 changefeeds.<p>&gt; Largest cluster is currently 280 TB in size (but has peaked above 600 TB), with a single table that is 122 TB.<p>all of this yet my food still arrives cold af<p>kidding aside, I wonder if DD has the same problems as Uber or Lyft except with food delivery. Each new &quot;change feed&quot; is a specific region, county&#x2F;municipality, or city. Federal, state, and local laws all handled delicately.
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rickreynoldssf超过 1 年前
I&#x27;m not really seeing why DoorDash needs all their operational data in one monster clustered database. I would think its so much simpler to shard the data by region for operational queries and aggregate in the background for long-term storage.
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sean0-超过 1 年前
Ha! Amazing (didn’t know this was being written or put up).<p>This is a summary of a recent conference talk:<p><a href="https:&#x2F;&#x2F;youtu.be&#x2F;jCjrfpF64Kc?si=Gf-gp_ixX2V6Qz8V" rel="nofollow noreferrer">https:&#x2F;&#x2F;youtu.be&#x2F;jCjrfpF64Kc?si=Gf-gp_ixX2V6Qz8V</a><p>This was my team. We did and lived this. AMA.
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joshstrange超过 1 年前
Do you know what DoorDash doesn’t manage? A staging&#x2F;test environment. All testing for API integrations is done in prod on shared account. The docs and the API endpoints themselves leave a lot to be desired as well.
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snihalani超过 1 年前
interesting. curious if anyone has benchmarked it relative to other dbs. like: <a href="https:&#x2F;&#x2F;benchmark.clickhouse.com&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;benchmark.clickhouse.com&#x2F;</a>
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cebert超过 1 年前
This reads like a long form advertisement.
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