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openQRM server needs Java 1.5+.
You will have to download java if the binaries needs to be built from openQRM sources. Java is used by Maven.
So download java 1.5 into a temporary folder, for example /tmp/java and set JAVA_HOME for the build shell only and remove java once the binary is built.
At runtime, openQRM uses java from opeQRM_BASE_DIR/qrm/usr/jdk1.5.0_05. This is configured in the file opeQRM_BASE_DIR/qrm/etc/qrm.env. The JRE is wrapped inside the openQRM binary and only openQRM by default uses it from here.