The pair have dazzled TV audiences for six series of the popular BBC show with their stunning dance routines.
Now they have created their own live show, Midnight Tango, which runs at the Playhouse from June 28 to July 2.
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Hide AdMs Cacace said: "It is the biggest thing we have ever taken on.
"It is a tremendous challenge with 30 different numbers a wide variety of music from tangos to waltzes, all driven by two strong storylines."