gmile

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?

Showing Posts 1 to 10

D4no0

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

benwilson512

Author of Craft GraphQL APIs in Elixir with Absinthe

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

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. :thinking:

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

benwilson512

Author of Craft GraphQL APIs in Elixir with Absinthe

You do indeed! Here is an example of the metadata arg value in such a case:

%{
     cast_params: nil,
     options: [],
     params: [],
     query: "select pg_sleep(5)",
     repo: Sensetra.Repo,
     result: {:error,
      %DBConnection.ConnectionError{
        message: "tcp recv: closed (the connection was closed by the pool, possibly due to a timeout or because the pool has been terminated)",
        severity: :error,
        reason: :error
      }},
     source: nil,
     stacktrace: nil,
     type: :ecto_sql_query
   }
 }

Stacktrace is nil in this case because I was running this from iex.

dimitarvp

dimitarvp

Ha, cute. How do you cause a timeout like this btw?

fuelen

fuelen

APM in Datadog helps a lot

benwilson512

benwilson512

Author of Craft GraphQL APIs in Elixir with Absinthe
Repo.query!("select pg_sleep(5)", [], timeout: 1_000)

I’ve got this handy function for returning telemetry spans on a particular function:

def trace_ecto(fun) when is_function(fun, 0) do
    this_process = self()

    ref = make_ref()

    # here we're attaching a handler to the query event. When the query is performed in the same process as called this function
    # we want to basically "export" those values out to a list for investigation. Handlers are global though, so we need to
    # only `send` when we are in the current process.
    :telemetry.attach(
      "__help__",
      [:sensetra, :repo, :query],
      fn _, measurements, metadata, _config ->
        if self() == this_process do
          send(this_process, {ref, %{measurements: measurements, metadata: metadata}})
        end
      end,
      %{}
    )

    Repo.transaction(fun)

    :telemetry.detach("__help__")

    do_get_trace_messages(ref)
  end

  defp do_get_trace_messages(ref) do
    receive do
      {^ref, message} ->
        [message | do_get_trace_messages(ref)]
    after
      0 -> []
    end
  end

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 rescue or something to catch those timeouts as the actual return value. You still get them from the send though it just ends up in your mailbox and you have to flush() them out. Will post an updated version shortly.

gmile

gmile OP

Thanks for mentioning this! We’re actually using AppSignal, I opened an issue to see if support for stacktrace can be implemented there: Collect Ecto stacktraces · Issue #885 · appsignal/appsignal-elixir · GitHub

fuelen

fuelen

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

benwilson512

Author of Craft GraphQL APIs in Elixir with Absinthe

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.

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