In Obama's first term, the parties were not nearly as ideologically sorted as they were today. There was a Democratic majority of 257 in the House, yes, but 54 of those were members of the explicitly conservative Blue Dog Coalition. They wouldn't have agreed to vote for sweeping partisan reforms.