I am not sure what you mean by "this route". App Engine supplies multiple runtimes (Java, Python, Go). Heroku somewhat analogously supplies buildpacks for using different languages, but also allows custom buildpacks.
Understand that Heroku and App Engine are fundamentally different kinds of things.
The commonality is that they are both selling some kind of service to run code on, and they are both (in different ways) trying to make it easier than just administering everything at the low level of a VPS or dedicated server, while also giving you similar levels of isolation and capacity as you get outside the shared hosting world.
But other than that, they are aimed at quite different goals and the architectures (necessarily) vary accordingly.
App Engine imposes heavy constraints on your app architecture with a primary goal of making scaling easier from the outset. You are very much doing everything inside a framework provided by Google. They are trying to make sure your handlers do not run too long or do certain classes of insecure things. And the infrastructure of production is very much opaque to you. You can't just run any old combination of services, they provide you a set of very good and very transparent but proprietary APIs for things like memcache and datastore. You just use them and get billed by usage. While they offer multiple runtimes and some multi-runtime tricks are possible, they really aren't trying to cover the 'polyglot' use case or support every language under the sun. It has good technical merits but your app is almost completely married to Google. Running a low-traffic app is free but scaling can be a little costly compared to approaches where you are doing more yourself.
Heroku is not a platform in the same sense as App Engine. That could be good or bad depending on what you need. It provides high-level interfaces to reduce most users' deploy and management overhead. But like a VPS, it isn't trying to limit your flexibility or determine your architecture. It explicitly gives you control over your mix of services and your own languages and use different things together. However, in the course of simplifying it also does constrain and hide details. It just isn't a fundamentally different environment from normal Linux VPS, as App Engine is - it's only one which you manage at a higher level using Heroku's tools. You are left with less lockin than App Engine, but you are still dependent on Heroku insofar as it is supplying all your deploy/management scripting and stuff like that.
App Engine says something like "do it our way with our tools and you will be able to scale easily on high grade infrastructure" and Heroku says something more like "do what you could do on a VPS in a slightly different way, with slightly less choice of tools, and we can make it much easier. We can help you cross the scaling bridge later." So they are designed to meet different kinds of needs and have attracted somewhat different kinds of audiences.
slugfest, thank you for the detailed response. By "this route" I just ment creating independent isolated environments for the various runtime to operate within. Based on comments made on the GAE mailing list, I suspect they have moved in this direction. After reading your post I now understand that the issue is not allowing indiscriminate code to work in isolation, but to allow that code to interact with external services E.g. make http requests. Maybe in the future GAE will provide a generic API for interacting with the various service, but I don't know what that would look like.
App Engine just isn't intended or designed for that kind of interaction with services. Take memcache as an example.
On a VPS, you install an OS package and manage memcached as any daemon. You are editing the configs and compiling your own binaries if you want. Set it up on a separate box if you want. Set up a bunch of memcached boxes if you want. Do the wiring how you want. It's up to you and you handle all the details and you are billed by time. Handle it correctly and it's crazy fast.
On Heroku, there is a layer of abstraction which makes this more like 'give me 3 instances of memcached'. You are billed by the service-instance, essentially. You get help making things work well out of the box. But at a lower level it isn't too different from running deploy scripts to set up EC2 boxes. They just provide the scripts and sell you the resources and support at the same time.
On App Engine, Google runs a clustered memcache service for you. It is always running and there is no service setup. It is already on a scalable distributed configuration, not necessarily the fastest or cheapest but good; micro-optimizing memcache servers is not even intended as a supported use case. There is a ton of Google secret sauce involved, behind the scenes you are connecting to some cluster with RPC, all you know is the simple API interface they give you. You are billed based on how much you use it.
I think I can predict confidently that GAE is never going to expose an interface where you allocate individual memcached instances. That kind of interaction with services just isn't the App Engine way. Google has Compute Engine for the cases where you want EC2 style control of what is going on at the per-service level.
If you want to run your own App Engine platform you can try AppScale. (I never met anyone who does.) It is a whole prescribed architecture and it is not likely to be changed to become more like Heroku.
Thanks again slurgfest. I appreciate the way that App Engine does thing. What I ment to say, sorry it wasn't clear, is that by exposing a generic api to various services memcache, datastore, etc. App Engine could make it easier to add additional runtimes. And now that I think about it - I'm sure they are doing this to an extent.
Sorry that I keep running off in the wrong direction.
They control the runtime in a very heavy-handed, opaque way to lock it down and I doubt that would ever change. New runtimes will be 100% up to Google to implement and they seem not to be a high priority in general - Java seems to be favored for the enterprise people and Go and Python have had involvement from the respective language creators... Google has only so many major language creators ;)
Just part of how App Engine is a closed platform really (although it's not like all of Heroku is open either)
Understand that Heroku and App Engine are fundamentally different kinds of things.
The commonality is that they are both selling some kind of service to run code on, and they are both (in different ways) trying to make it easier than just administering everything at the low level of a VPS or dedicated server, while also giving you similar levels of isolation and capacity as you get outside the shared hosting world.
But other than that, they are aimed at quite different goals and the architectures (necessarily) vary accordingly.
App Engine imposes heavy constraints on your app architecture with a primary goal of making scaling easier from the outset. You are very much doing everything inside a framework provided by Google. They are trying to make sure your handlers do not run too long or do certain classes of insecure things. And the infrastructure of production is very much opaque to you. You can't just run any old combination of services, they provide you a set of very good and very transparent but proprietary APIs for things like memcache and datastore. You just use them and get billed by usage. While they offer multiple runtimes and some multi-runtime tricks are possible, they really aren't trying to cover the 'polyglot' use case or support every language under the sun. It has good technical merits but your app is almost completely married to Google. Running a low-traffic app is free but scaling can be a little costly compared to approaches where you are doing more yourself.
Heroku is not a platform in the same sense as App Engine. That could be good or bad depending on what you need. It provides high-level interfaces to reduce most users' deploy and management overhead. But like a VPS, it isn't trying to limit your flexibility or determine your architecture. It explicitly gives you control over your mix of services and your own languages and use different things together. However, in the course of simplifying it also does constrain and hide details. It just isn't a fundamentally different environment from normal Linux VPS, as App Engine is - it's only one which you manage at a higher level using Heroku's tools. You are left with less lockin than App Engine, but you are still dependent on Heroku insofar as it is supplying all your deploy/management scripting and stuff like that.
App Engine says something like "do it our way with our tools and you will be able to scale easily on high grade infrastructure" and Heroku says something more like "do what you could do on a VPS in a slightly different way, with slightly less choice of tools, and we can make it much easier. We can help you cross the scaling bridge later." So they are designed to meet different kinds of needs and have attracted somewhat different kinds of audiences.