gmile
Sometimes, Ecto (actually, DBConnection) spills an error like this:
DBConnection.ConnectionError: ** (DBConnection.ConnectionError) connection not available and request was dropped from queue after 11963ms. This means requests are coming in and your connection pool cannot serve them fast enough. You can address this by:
1. Ensuring your database is available and that you can connect to it
2. Tracking down slow queries and making sure they are running fast enough
3. Increasing the pool_size (although this increases resource consumption)
Item 2 in the list above suggests Tracking down slow queries. How do you locate the code that is sending a slow query to database, in production?
I’m curious how this can be done at scale because, for example, the codebase I am working on is vast, spanning over 1000 modules. There are tons of places in the code that may call database, and finding the right code is not that easy.
I recently noticed telemetry produced by Ecto includes stacktrace info, so maybe this could help tracing down code that produces slow queries. Has anyone tried that? If yes, how do you log/collect/store such stacktraces?
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D4no0
I would investigate first if this is actually related to slow queries, because the error is network related, there is a different error for query timeout.
benwilson512
One of the more recent versions of Ecto added a stacktrace: true option that you can set on the repo. This provides a stacktrace for the query in the ecto telemetry handlers.
From there it’s mostly a matter of figuring out how you want to consume that information. The quick and dirty way is to just log any queries that took longer than a chosen threshold.
dimitarvp
Assuming this is not the fault of the network as @D4no0 said, my second item on the list would be to inspect the telemetry traces; they should include duration.
Though I’m not sure they’re sent at all in case of timeouts.
You could temporarily override your Repo and have it make a root telemetry span if you can’t find them in your monitoring system.
benwilson512
You do indeed! Here is an example of the
metadataarg value in such a case:Stacktrace is
nilin this case because I was running this fromiex.dimitarvp
Ha, cute. How do you cause a timeout like this btw?
fuelen
APM in Datadog helps a lot
benwilson512
I’ve got this handy function for returning telemetry spans on a particular function:
Basically you call
trace_ecto(fn -> your_funciton_here() end)and it returns all of the ecto telemetry emitted by that function!EDIT: Oh on second thought I really need to set it up to
rescueor something to catch those timeouts as the actual return value. You still get them from thesendthough it just ends up in your mailbox and you have toflush()them out. Will post an updated version shortly.gmile
Thanks for mentioning this! We’re actually using AppSignal, I opened an issue to see if support for
stacktracecan be implemented there: Collect Ecto stacktraces · Issue #885 · appsignal/appsignal-elixir · GitHubfuelen
Just keep in mind, that having a stacktrace in production comes with a performance cost.
Even without stacktrace, when an exception occurs, it should close the span/trace with the error, so you should be able to identify the place by looking at the trace.
benwilson512
It does but we haven’t found it to be an issue in practice. We do something on the order of 1000 ecto queries per second sustained and the stacktrace overhead isn’t noticeable.