hadoop implementing a generic list writable
Posted
by
Guruprasad Venkatesh
on Stack Overflow
See other posts from Stack Overflow
or by Guruprasad Venkatesh
Published on 2012-07-03T07:53:02Z
Indexed on
2012/07/03
9:15 UTC
Read the original article
Hit count: 294
hadoop
I am working on building a map reduce pipeline of jobs(with one MR job's output feeding to another as input). The values being passed around are fairly complex, in that there are lists of different types and hash maps with values as lists. Hadoop api does not seem to have a ListWritable. Am trying to write a generic one, but it seems i can't instantiate a generic type in my readFields implementation, unless i pass in the class type itself:
public class ListWritable<T extends Writable> implements Writable {
private List<T> list;
private Class<T> clazz;
public ListWritable(Class<T> clazz) {
this.clazz = clazz;
list = new ArrayList<T>();
}
@Override
public void write(DataOutput out) throws IOException {
out.writeInt(list.size());
for (T element : list) {
element.write(out);
}
}
@Override
public void readFields(DataInput in) throws IOException{
int count = in.readInt();
this.list = new ArrayList<T>();
for (int i = 0; i < count; i++) {
try {
T obj = clazz.newInstance();
obj.readFields(in);
list.add(obj);
} catch (InstantiationException e) {
e.printStackTrace();
} catch (IllegalAccessException e) {
e.printStackTrace();
}
}
}
}
But hadoop requires all writables to have a no argument constructor to read the values back. Has anybody tried to do the same and solved this problem? TIA.
© Stack Overflow or respective owner