Missing Limits module

[kevinhughes27]

The ruby client has:
https://github.com/Shopify/shopify_api/blob/master/lib/shopify_api/limits.rb

which has not been ported into the python lib

[gavinballard]

@kevinhughes27 Beyond just porting this limiting module over, do you think it would be feasible to somehow build rate limit handling transparently into the API client?

What I mean by that is having all API calls handle a rate limit exceeded exception and automatically retry (following the directive in the returned Retry-After header). Then you could do something like:

for product in products:
  product.add_metafield(...)

and not have to worry about catching a rate limit exception and manually restarting your requests.

My initial thought would be that this might require too much digging into pyactiveresource's internals, just wanted to float the idea.

[kevinhughes27]

@gavinballard its a cool idea and something we discussed doing before. I think you are right - it would require too much digging into pyactiveresource internals. I think a better solution would be a library that sits above your api client and manages this. There is a ruby gem somewhere that sort of does this but I can't find it at the moment.

[gavinballard]

Fair enough, I think you're right :). If I come up with a good pattern for this I'll share here.

[gavinballard]

@kevinhughes27 Hey Kevin, don't suppose you ever tracked down that Ruby gem doing something along these lines?

[kevinhughes27]

maybe this one? https://github.com/ejfinneran/ratelimit we still don't have a good solution for this

[gavinballard]

Us either :). We're looking to build out a solution on the Ruby side of things, might try to port over to Python if that works out.

[kevinhughes27]

deffs let us know about it!

[gavinballard]

@raulbrito, who's looking into this with me, found this article which is quite relevant: http://product.reverb.com/2015/03/07/shopify-rate-limits-sidekiq-and-you/.

Not a bad approach at all!

[kevinhughes27]

interesting. Thanks for sharing! Api limiting might be better built at the app framework level like the shopify_app gem especially if it needs to connect to the background queue like this

[mrkschan]

FYI, I wrote a HTTP proxy that can rate limit outbound HTTP calls - http://github.com/mrkschan/cuttle. You may also find the Shopify API setup at - http://mrkschan.blogspot.hk/2015/10/rate-limiting-shopify-api-using-cuttle.html.

[gavinballard]

@mrkschan: Thanks for sharing a great approach!

[flux627]

I've solved this in my projects by implementing a token bucket algorithm that keeps track of recent requests within a Redis server, per account. The token bucket works well with Shopify's leaky bucket implementation- the leaky bucket starts at zero, gets added to, and overflows are ignored (throw an error), while the token bucket starts with a number of tokens which are then consumed, and when there are no tokens left to consume, there is essentially a queue waiting to consume them. I've monkey-patched the ShopifyConnection class to consume or wait before sending out the request, and it works great. This is the only way I've come across that utilizes true "bursts"- if I send 50 requests simultaneously, the first 40 will get sent right away while the remaining 10 get sent every 0.5 seconds.

[kevinhughes27]

very cool! @flux627 is your solution available anywhere? Its not the kind of thing we would include here since it would introduce a dependency on redis but it would be worth linking to.

[flux627]

Here is my implementation of the token bucket algorithm, segmented by UID, using local memory instead of Redis. This can serve as a base for whatever your specific needs are / server setup requirements.

[kevinhughes27]

Thanks!

[orenmazor]

is this happening?

[wowkin2]

So, is there any native way to handle Exceeded 4 calls per second for api client error now?
Or ideas where to implement it as part of this library?

[wowkin2]

Here is my solution to this problem, a code will just wait some time and will retry request:
https://gist.github.com/wowkin2/079844c867a1a06ce15ea1e4ffdee87c