I think it's telling me that since my P3.7 app has a F4_1G instance, I should 
be configuring it to run gunicorn with 8 workers. I don't see any information 
about the default number of workers. I guess I can do an experiment to see what 
explicitly setting that does...

> On Nov 5, 2021, at 3:17 PM, Jason Collins <jason.a.coll...@gmail.com> wrote:
> 
> It sounds like there might be some differences due to concurrency between 2.7 
> and 3.7/8/9. There are some notes on how to tweak the number of worker 
> processes started for Python 3 here: 
> https://cloud.google.com/appengine/docs/standard/python3/runtime#entrypoint_best_practices
>  
> <https://cloud.google.com/appengine/docs/standard/python3/runtime#entrypoint_best_practices>
> 
> 
> On Friday, 5 November 2021 at 11:50:52 UTC-7 George (Cloud Platform Support) 
> wrote:
> There is no official description, somewhere, of "how the scaling has changed" 
> or "how it has been implemented differently", as there is no change in 
> scaling behavior, and no different implementation. This is an assumption 
> while we investigate the situation described by Joshua above. I could not 
> find a similar issue in the Public Issue Tracker 
> <https://issuetracker.google.com/>, so the difference in scaling between 
> Python 2 and 3 is likely a one-time occurrence, and caused by idiosyncratic 
> settings in the project, or application-specific factors. Such issue are 
> difficult to approach in a publicly-accessible thread as this one, as 
> investigation needs particulars such as project ID, and access to other 
> private data. To have this issue properly addressed, it's better to open a 
> support case 
> <https://cloud.google.com/support/docs/manage-cases#creating_cases> or an 
> issue in the Public Issue Tracker <https://issuetracker.google.com/>. 
> 
> On Friday, 05 November 2021 at 05:50:42 UTC-4 Nicolas Fonrose (Teevity) wrote:
> Hello David,
> 
> >There’s not an official way of forcing the scaling to behave like it used to 
> >be on python 2.7.
> Is there an official description, somewhere, of "how the scaling has changed" 
> or "how it has been implemented differently" ?
> Or this change just a side effect of technical choices that were made in the 
> new runtimes?
> 
> Thanks,
> 
> On Thursday, November 4, 2021 at 9:56:43 PM UTC+1 David (Cloud Platform 
> Support) wrote:
> Hello,
> 
> Other than applying changes within your own application so it will go easy at 
> startup, you can try using warmup requests 
> <https://cloud.google.com/appengine/docs/standard/python3/configuring-warmup-requests>
>  along with tweaking the min_idle_instances element 
> <https://cloud.google.com/appengine/docs/standard/python3/config/appref#scaling_elements>
>  in your app.yaml, in order to reduce request and response latency during the 
> time when your app's code is being loaded to a newly created instance.
> 
> There’s not an official way of forcing the scaling to behave like it used to 
> be on python 2.7. However, this type of feedback can be passed to the App 
> Engine engineering team in the form of a feature request. You can create such 
> a feature request here 
> <https://issuetracker.google.com/issues/new?component=187191&template=1162953>.
>  The App Engine engineering team would then evaluate it and decide whether it 
> could be implemented or not.
> On Thursday, November 4, 2021 at 11:38:52 AM UTC-4 Joshua Smith wrote:
> Thanks for sending out this update. I did, indeed, miss most of this news.
> 
> This item, in particular, is awesome:
> 
> 
>> Extending support for App Engine bundled services 
>> <https://cloud.google.com/blog/products/serverless/support-for-app-engine-services-in-second-generation-runtimes>
>>  (Sep 2021) 
> 
> This sounds like it will make it so much easier to migrate to Python 3.7.
> 
> One thing I've noticed is that my older apps on 2.7 seem to handle peak 
> scaling a lot better than my newer apps on 3.7. For example, if I have a web 
> page that hits a 2.7 app with 100 REST calls at startup (bad design, but it 
> happens), the old app serves them all eventually. But if I do the same thing 
> in a 3.7 app, it's likely to choke and fail a bunch of those requests with 
> these:
> 
> 
> 
> The specific pattern is that after the first couple requests, it spins up a 
> new instance. That takes 5 seconds to serve its first request (simple app, so 
> I guess that's just GAE overhead). Then it spins up a couple more. Then I 
> start getting those errors on some of the requests, because 15s have passed. 
> In this capture the blue ones are new instances spinning up, and the orange 
> ones are timeout errors (note the 15s time on those).
> 
> 
> 
> I've been designing around the issue by making sure my web apps go easy on 
> the server on startup. But it is yet another concern about migrating.
> 
> Is there a way to tune the auto-scaling for 3.7 to behave like the 2.7? 
> Here's a similar set of requests to my 2.7 app, which only spins up one extra 
> instance, and never throws timeout errors, ever:
> 
> 
> 
> -Joshua
> 
> 
> 
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