RuntimeError with mysql2 and rails3 (bundler)

I was getting the same error while using rails 3.0.7 and mysql2 0.3.2.
The solution, which I found here,
is to use an older version of mysql2. Thus edit your gemfile to

gem 'mysql2', '< 0.3'

and run

bundle install