各种方法各种报错，终于找到如下步骤，简单搞定，记录下。

sudo apt-get install python-setuptools
sudo apt-get install libmysqld-dev
sudo apt-get install libmysqlclient-dev
sudo apt-get install python-dev
sudo easy_install mysql-python

##mysql for python yum##
yum install python-pip
yum install python-devel mysql-devel zlib-devel openssl-devel
pip install mysql-python