The 56-year-old director-producer has spurted out in a jet to Barbados with the "Unstoppable" actress, who stars in his new crime movie "Trance", reported Daily Star.
The 33-year-old actress has told her friends that she is madly in love with the Oscar winner.
Dawaon has even cancelled a new year party in LA to be with Boyle.
"Rosario cancelled the party with just a few days' notice, saying she is deeply in love with Danny and that he hates LA and told her they would have much more fun in Barbados. They are really serious about each other," a friend said.