Using JPype to bridge python and Java
11 juin 2011🌟
Java provides some interesting libraries that have no exact equivalent in python. In my case, the awesome boilerpipe library allows me to remove uninteresting parts of HTML pages, like menus, footers and other "boilerplate" contents.
Boilerpipe is written in Java. Two solutions then: using java from python or reimplement boilerpipe in python. I will let you guess which one I chosen, meh.
JPype allows to bridge python project with java libraries. It takes another point of view than Jython: rather than reimplementing python in Java, both languages are interfacing at the VM level. This means you need to start a VM from your python script, but it does the job and stay fully compatible with Cpython and its C extensions.
First steps with JPype
Once JPype installed (you'll have to hack a bit some files to integrate seamlessly with your system) you can access java classes by doing something like that:
``` sourceCode python import jpype jpype.startJVM(jpype.getDefaultJVMPath())
you can then access to the basic java functions
jpype.java.lang.System.out.println("hello world")
and you have to shutdown the VM at the end
jpype.shutdownJVM()
Okay, now we have a hello world, but what we want seems somehow more
complex. We want to interact with java classes, so we will have to load
them.
## Interfacing with Boilerpipe
To install boilerpipe, you just have to run an ant script:
$ cd boilerpipe
$ ant
Here is a simple example of how to use boilerpipe in Java, from their
sources
``` sourceCode java
package de.l3s.boilerpipe.demo;
import java.net.URL;
import de.l3s.boilerpipe.extractors.ArticleExtractor;
public class Oneliner {
public static void main(final String[] args) throws Exception {
final URL url = new URL("http://notmyidea.org");
System.out.println(ArticleExtractor.INSTANCE.getText(url));
}
}
To run it:
``` sourceCode bash $ javac -cp dist/boilerpipe-1.1-dev.jar:lib/nekohtml-1.9.13.jar:lib/xerces-2.9.1.jar src/demo/de/l3s/boilerpipe/demo/Oneliner.java $ java -cp src/demo:dist/boilerpipe-1.1-dev.jar:lib/nekohtml-1.9.13.jar:lib/xerces-2.9.1.jar de.l3s.boilerpipe.demo.Oneliner
Yes, this is kind of ugly, sorry for your eyes. Let's try something
similar, but from python
``` sourceCode python
import jpype
# start the JVM with the good classpaths
classpath = "dist/boilerpipe-1.1-dev.jar:lib/nekohtml-1.9.13.jar:lib/xerces-2.9.1.jar"
jpype.startJVM(jpype.getDefaultJVMPath(), "-Djava.class.path=%s" % classpath)
# get the Java classes we want to use
DefaultExtractor = jpype.JPackage("de").l3s.boilerpipe.extractors.DefaultExtractor
# call them !
print DefaultExtractor.INSTANCE.getText(jpype.java.net.URL("http://blog.notmyidea.org"))
And you get what you want.
I must say I didn't thought it could work so easily. This will allow me to extract text content from URLs and remove the boilerplate text easily for infuse (my master thesis project), without having to write java code, nice!