Lived and worked in China for seven years

I have lived and worked in China permanently for seven years, working as an elementary teacher in a Chinese managed school. I have only left the country for short holidays in Summer and Chinese New Year. My girlfriend is Chinese, we have lived together for three years and plan to get married soon. I want to apply for permanent residency in China, what would you recommend I do?