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lab.clj.appengine

A laboratory for experimenting with Clojure on Google App Engine.

This project describes a technique for using Clojure with the Google App Engine. It’s a technique rather than a library; you don’t need any specialized code just to get running on the GAE, you just need to know how to structure your code for a Servlet environment and configure your development environment. You still get all the groovy Clojure stuff like Ring and Compojure.

Of course, if you want to use AppEngine services, you’ll need a wrapper on the Google libraries, unless you want to use Java interop facilities to work with the Google libs directly. Some libraries are under (slow) development - the Datastore lib is furthest along, and stable enough to at least play with. A demo will be added to this project, soon, I hope.

previous approaches

This project originated as an attempt to improve appengine-magic, but eventually I decided to take an entirely different approach. A major reason for this is just that Google switched to a gradle-based build a while back, which makes it possible to get a quasi-repl going without going through any of the contortions appengine-magic was forced into working with the Ant-based build structure. I also wanted to break out each service library into an independent library, and develop my code on the dev server only. Also, from the looks of things the Appengine-magic project has been moribund for quite some time and it’s doesn’t seem likely that the original developer will be getting back to it any time soon.

Most importantly, appengine-magic implements a Jetty-based repl, so you’re not using the official Google dev server if you use that. Before deploying, you’ll have to test everything using the dev server, which means you’ll have to bounce the server to make changes, which is very cumbersome. Even if you can tolerate that, given that GAE runs on a very specialized server (emulated more-or-less faithfully in the dev server), it seems like a dubious idea to develop code on in some other environment and then migrate it to the dev server environment.

(Having said all that, I’m grateful to the developer of AEMagic, who deserves a lot of credit for putting it together and making it available; I learned a lot from studying that code, and I’m using some of it to develop migae service libraries.)

You can find various blog posts on the web showing how to get started with Clojure-on-GAE, but most of the ones I’ve found are woefully outdated. A relatively recent one is at Clojure in the cloud. Part 1: Google App Engine. Unfortunately, the approach described there suffers from some of the same infelicities as the appengine-magic approach: use an external server (jetty, ring-server) as a repl, then migrate your code to the GAE dev server environment.

With the migae approach, you only ever use the dev server, but you only rarely need to restart it - the technique described here gives you a quasi-repl environment, wherein you only need reload your webpage to see your changes. So you can develop your servlet logic with minimal overhead.

libraries

Not ready for primetime, but you can poke around in e.g. datastore or other repos in migae.

These originated from appengine-magic, but have turned into something else.

examples

Currently these examples only demonstrate Clojure on GAE; they do not use any of the services libraries (datastore, memcache, etc.) Demos for those services are under development.

The above examples just demonstrate how to get a Clojure webapp running on GAE. The following examples demonstrate how to use GAE services.

running

We use the gradle build system. From the root dir (not the project subdir), run $ ./gradlew tasks to get a list of tasks. The subprojects are defined in settings.gradle. Run project-specific tasks like so: $ ./gradlew :<proj>:<task>. For example, to run the compojure project with the dev server, run:

$ cd compojure
$ ./gradlew :compojure:appengineRun

You can abbreviate both subprojects and tasks, so $ ./gradlew :c:aRun will work too.

Note
modules
Note: running modularized apps is slightly different; see the modules demo for more info.

For more on using the gradle appengine plugin see Gradle Tutorial : Part 5 : Gradle App Engine Plugin

quasi-repl

GAE is basically a servlet container. Due to security constraints, GAE prohibits access to anything outside of the runtime context; for the dev server under the gradle build system, this means <projroot>/build/exploded-app/. The gradle build system creates this context dynamically, at compile time (./gradlew clean deletes it).

Note
modules
Note: modularized apps hava a slightly different structure; see the modules demo for more info.

This means that the Clojure runtime running in a GAE app can only load files within that context; it cannot load from the standard <projroot>/src/main/clojure path, for example. Furthermore, servlets must be AOT compiled, since the servlet container will look for compiled bytecode on disk when it needs to load a servlet.

Fortunately, a sufficiently perverse mind can easily get around these two problems. To make changed source code available for reloading by the Clojure runtime, we arrange to copy files from the source tree to the runtime context whenever they are edited and saved.

Note
Previously I used an emacs hack to accomplish this, but I’ve switched to a third-party filesystem monitor, fswatch. See the fswatch.sh shell scripts in each demo project; you must run these to get a quasi-repl. This is tested on OS X, and should run on Linux; if you are a Windows user I can’t help you, but you should be able to find something similar to fswatch for Windows.

To make sure that AOT compilation does not interfere with code reloading, we split servlet definitions (using gen-class) from implementations. And to make sure they get reloaded we use the standard ns-tracker library in a Java Servlet Filter that intercepts all HTTP requests and reloads changed code before forwarding requests to handlers.

Oh yeah, the other thing is we use gradle rather than leiningen. I love leiningen, but using it doesn’t make sense for GAE; the google-supplied gradle plugin does everything we need, and in some respects gradle is arguably superior to leiningen (e.g. supporting multiple subprojects, build flavors, etc.)

servlet definition

The gen-class function allows us to define all of our servlets in a single Clojure source file, which by convention we’re calling servlets.clj. Here’s an example from the compojure demo:

(ns migae.servlets)
(gen-class :name migae.echo
           :extends javax.servlet.http.HttpServlet
           :impl-ns migae.echo)
(gen-class :name migae.math
           :extends javax.servlet.http.HttpServlet
           :prefix "math-"              ; just as demo
           :impl-ns migae.math)
(gen-class :name migae.reloader
           :implements [javax.servlet.Filter]
           :impl-ns migae.reloader)

That’s all there is to it. Under AOT compilation, the :name clause names the generated servlet class, and the :impl-ns clause names the Clojure implementation namespace. Here we’ve used the same name for both. For reasons I don’t completely understand, this has the practical effect of enabling dynamic reloading and evaluation of the Clojure source code in the implementation namespace, even though that has the same name as the AOT-compiled class. In effect, :impl-ns foo.bar seems to be telling the Clojure compiler to arrange for functions in that namespace to be called (loaded) by Clojure rather than by the servlet containers’s class loader. Note that if you omit the :impl-ns clause, dynamic reload and eval will not be enabled.

At runtime, public HttpServlet methods will be forwarded to the implementation namespace. The only such method is service(ServletRequest req, ServletResponse res); the other HttpServlet methods, like doGet, are protected, but they can be explicitly forwarded using the :exposes-methods key of gen-class. But to use Clojure on GAE (at least with ring/compojure), we are only interested in the service method, so this works great.

If you compile e.g. the compojure demo and look at the generated class files in compojure/build/exploded-app/WEB-INF/classes/migae you will see that everything has been AOT-compiled. But if you copy the Clojure file for any of the implementation namespaces (e.g. echo.clj in the above example) into the classes/migae directory, it becomes eligible for Clojure runtime loading, even though the generated class files are on disk.

Note
To compile from the compojure directory: $ ../gradlew :compojure:aEx; aEx is an abbrev for task "appengineExplodeApp".

CAVEAT You do have to restart the server if you change your gen-class code (in servlets.clj) or you change the configuration files web.xml or appengine-web.xml. But that happens rarely.

servlet implementation

The servlet classes specified by the gen-class expressions exemplified above do not contain any application-specific method implementations. But they do contain implementation code to support Clojure’s runtime magic, which means they contain the logic necessary to forward method calls to the namespace (i.e. class) specified by the :impl-ns clause. So to complete the implementation of a servlet we need to provide a Clojure function, in the implementation namespace, to which the service method of the servlet can forward calls. The brute force way to do this is (defn -service [this rqst resp] …​), (see the source of echo.clj), but fortunately ring provides a defservice macro that makes this much easier:

;; src/main/clojure/migae/echo.clj
(defroutes echo-routes
...
  )
(ring/defservice
   (-> (routes
        echo-routes)
       (wrap-defaults api-defaults)
       ))

In summary, the way it works is roughly:

  1. An http request arrives at GAE.

  2. GAE, being a servlet container, figures out which servlet is needed to service the request.

  3. GAE locates the servlet on disk, loads it and initializes it.

  4. GAE calls the service method of the servlet, passing the http request.

  5. The compiled service method of the servlet forwards the request to the service implementation, which is defined by ring/defservice. This uses the Clojure class loader, which is what makes it possible to reload code. At least I think that’s how it works.

  6. The implementation code handles the request and generates a response.

editing

Note
The emacs hack described here works, but a better way to go is to use a filesystem monitor like fswatch (see above).

Unfortunately, the technique described here only works for emacs. But it should be easy enough to adapt it.

WARNING If you are using emacs, you must edit the paths in .dir-locals.el file in each subproject, and you must install the custom edit macro migae.el.

  1. edit .dir-locals.el and place it in <proj>/src (e.g. compojure/src/.dir-locals.el)

  2. put (migae.el) in your emacs load path and byte compile it (see comments in migae.el for installation instructions)

  3. make sure the <filter-mapping> stanza in WEB-INF/web.xml is enabled

Now whenever you edit a source file listed in filter.clj, migae.el will copy it to WEB-INF/classes, and refreshing the webpage will run the filter, which will reload the source file. Note that you can control reloading by changing the <url-pattern> of the filter mapping in web.xml.

For example, if you change

migae/ringless/src/main/clojure/migae/core.clj

then it be copied to

migae/ringless/build/exploded-app/WEB-INF/classes/migae/core.clj

This is required because the GAE dev server will only look in build/exploded-app/ for files. Since the build/ hiearchy is constructed dynamically at compile/run time, we cannot edit in place - we have to copy from the src tree to the build/exploded-app tree.

Note
WARNING: modules use a slightly different structure, inserting the module name and version into the path, e.g. exploded-app/my-module-0.1.0/WEB-INF/classes/…​

To verify that everything is working, run the dev server for the compojure demo subproject ($ ./gradlew c:aRun) and load localhost:8080 in your browser. If you are using a filesytem monitor, fire it up (e.g. run $ ./fswatch.sh in another terminal session). Visit /echo/hello/bob, then edit echo.clj and change something visible, e.g. change "Hello" to "Howdy". Then reload the webpage and you should see the change (almost) immediately.

Try adding a route, e.g. in math.clj within the math context:

    (GET "/foo" []
          (str "bar"))

Then load localhost:8080/math/foo and you should see "bar" in your browser.

Needless to say, before uploading to the GAE servers, you should disable the filter and run ./gradlew clean to remove the .clj files.

migae's Projects

boot-ask icon boot-ask

Boot task lib for Alexa Skills Kit development

boot-gae icon boot-gae

A Boot task library for Google App Engine development in Clojure

dev-trainer icon dev-trainer

Web app designed to facilitate learning the migae interface to GAE

gae-hello-boot icon gae-hello-boot

A simple Google App Engine webapp, written in 100% Clojure, built with Boot.

mail icon mail

Clojurized GAE Mail service

memcache icon memcache

Clojure API for Google App Engine memcache services

modules icon modules

Clojure lib for Google App Engine modules

search icon search

Clojure lib for Google App Engine Search service

urlfetch icon urlfetch

Clojure wrapper for GAE URLFetchService

xmpp icon xmpp

Clojure lib for Google App Engine XMPP service

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