The most comprehensive documentation of this I think is http://blog.cloudera.com/blog/2013/01/a-guide-to-python-frameworks-for-hadoop/
Recently, I really think that mrjob has come out ahead as a clear frontrunner. It has a very active mailing list and it seems to be relatively stable and up to date. It also has nice integration with Amazon EMR.