He came on as a substitute for Dani Ceballos on the 69th minute.
Partey suffered a thigh injury last year December in his side’s 2-0 loss to London rivals Tottenham Hotspurs.
The Ghanaian International Midfielder has played only 6 games for the Gunners since joining them from La Liga side Athletico Madrid in a £45 million deal last summer.
Thursday’s game ended 0-0. The results leave Arsenal on the 11th possition after 18 games.
By Francis Hema|3news.com|Ghana