"Tony flew into Los Angeles last night after his game and surprised Eva at her home as she got off work," Longoria's spokeswoman, Liza Anderson, told The Associated Press on Thursday via e-mail.
"The proposal was romantic and perfect. The couple plans to wed in France in the summer of 2007 in what they describe as a big, happy ceremony with lots of family and friends."
The 31-year-old Longoria, who plays crafty Gabrielle Solis on the hit ABC show, met Parker, a 24-year-old Frenchman, in the San Antonio Spurs' locker room after a game two years ago.
Longoria divorced Tyler Christopher, who stars on ABC's "General Hospital," in 2004, after two years of marriage.