The singer, 26, and the DJ, 32, have broken up, multiple sources confirm exclusively to PEOPLE.
“There was no drama. Things just don’t work out sometimes,” says an insider. “No one cheated.”
Tuesday’s low key sighting was also the first time Calvin had been pictured since he narrowly escaped serious injury in a serious car crash.
Taylor and Calvin got together in March 2015 and had seemed devoted to one another.
However, the I Need Your Love hitmaker, whose real name is Adam Wiles, was the one to break it off with the 1989 singer according to an E! News report from Wednesday.
An insider told the showbiz site: ‘[Calvin] really liked Taylor, she was not the type of girl he ever dates and he liked that. He liked how innocent Taylor was and that she had a good caring heart.