Static Java methods won't execute with parfor loop
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I have a simple Java class with a constructor and a factory method, which I compile into TestClass.class and zip into Test.jar:
import java.util.LinkedList;
public class TestClass {
public double myMember;
public TestClass( double x ) {
this.myMember = x;
}
static public LinkedList< TestClass > createLinkedList( double[] x ) {
for( int ind = 0; ind < x.length; ind++ ) {
myList.add( new TestClass( x[ ind ] ) );
}
return myList;
}
}
I execute the createLinkedList factory method within a Matlab function:
function result = TestFunction( x )
result = 0;
foo = TestClass.createLinkedList( x );
for ind = 1:foo.size()
result = result + foo.get( ind-1 ).myMember;
end
return
I call the TestFunction in a "for" loop within another Matlab function and it works fine, but when I use a "parfor" I get an "Undefined variable or class" error, unless I explicitly run javaaddpath each time through the parfor:
function TestScript()
thisDir = fileparts( mfilename( 'fullpath' ) );
javaDir = fullfile( thisDir, 'Java' );
jarFile = fullfile( javaDir, 'TEST.jar' );
nTrials = 12;
%% 1. WORKS: Adding the folder w/ javaaddpath
javaaddpath( javaDir );
foo = zeros( 1, nTrials );
for ind = 1:nTrials
foo( ind ) = TestFunction( rand( 1,10 ) );
end
%% 2. WORKS: Adding the .jar
javarmpath( javaDir );
javaaddpath( jarFile );
foo = zeros( 1, nTrials );
for ind = 1:nTrials
foo( ind ) = TestFunction( rand( 1,10 ) );
end
%% 3. DOES NOT WORK: Running a simple parfor when adding the path
javarmpath( jarFile );
javaaddpath( javaDir );
foo = zeros( 1, nTrials );
poolobj = parpool;
parfor ind = 1:nTrials
foo( ind ) = TestFunction( rand( 1,10 ) );
end
delete( poolobj );
%% 4. DOES NOT WORK: Running a parfor using the AttachedFiles convention
javarmpath( javaDir );
foo = zeros( 1, nTrials );
poolobj = parpool( 'AttachedFiles', jarFile );
parfor ind = 1:nTrials
foo( ind ) = TestFunction( rand( 1,10 ) );
end
delete( poolobj );
%% 5. WORKS: Explicitly adding the jar within the parfor
foo = zeros( 1, nTrials );
poolobj = parpool;
parfor ind = 1:nTrials
javaaddpath( jarFile );
foo( ind ) = TestFunction( rand( 1,10 ) );
end
delete( poolobj );
return
Why aren't methods 3 & 4 working? Shouldn't the parpool workers "inherit" the workspace and classpath when constructed (as in #3)? And why isn't the class being passed to the workers with the "AttachedFiles" (as in #4)?
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