_jonas
Using Process.sleep for rate limiting external requests?
Hey I’ve got a quick beginner question:
I’m making requests to an external API using Finch.
The API is rate limited, and when the limit is hit, it returns a 429 response which helpfully comes with a Retry-After header that declares a time in seconds after which the request can be retried.
My naive approach would be to route all the external API calls through a GenServer, which when encountering the rate limit, calls Process.sleep/1 on the value (*1000) returned by the Retry-After header, so that all subsequent requests are queued in the message queue of the GenServer process and successfully complete after the process finishes sleeping and the rate limit is lifted.
I am hesitating because of this line in the Process docs for sleep/1:
Use this function with extreme care. For almost all situations where you would use
sleep/1in Elixir, there is likely a more correct, faster and precise way of achieving the same with message passing.
Is this a situation where sleep/1 would be appropriate or is there indeed a better way?
Marked As Solved
dwark
It’s basically the same thing except that Process.sleep also handles :infinity,
dunno if it’s a common pattern or not.
Your current method will block your GenServer from handling system messages under the hood: your GenServer code is just a part of it.
You probably want a GenServer state with a queue of some sorts (could be a simple list for lifo processing if you don’t care about the order in which they arrive versus are being handled) in combination with a wait flag.
If wait is true, simply prepend the incoming request to the list of pending requests (or use a :queue). If wait is false and queue is empty, process the request by calling dispatch_request/1. If queue is non-empty, queue the request and start processing the queue.
dispatch_request/1 should return either:
{:ok, response}or{:wait, milliseconds}if it sees a 429 response.
In the first case, if queue is non-empty, you process the next entry.
In the latter case, you queue the (failed) request, set wait to true and use Process.send_after/4 to send yourself a :resume message at a later point in time.
Something like that anyway.
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dimitarvp
I keep shilling for this technique regularly now: GenServer.reply: Don't Call Us, We'll Call You
You do not block the GenServer while at the same time you make the caller wait. It’s ideal IMO because the caller doesn’t have to invent extra logic to match on a return value and do Process.sleep; this pattern will just block it until the GenServer sends it what it needs (which it will not do immediately due to the rate-limiting constraints).
jswanner
I would not recommend using Process.sleep for this, if for nothing else there are bookkeeping tasks that are done under the hood that rely on message passing and you’re pausing all of that while sleeping.
I would use :queue to enqueue requests you want to have wait (storing the from value and eventually replying with GenServer.reply/2). The calling processes will be blocked the whole time (or until they time out), but you don’t need the GenServer to be sleeping for that
jswanner
For sure, it’s a matter of “quick and dirty” (Process.sleep), or more robust (GenServer.reply). It’s not just about the bookkeeping thing I mentioned, you might also want to introspect this process from time to time, to see how big the queue is or whatever, and you can’t do that if the process is blocking.
Another question: do you need a queue or can you load shed (drop requests)?
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dimitarvp
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