Here's the answer:
“お休みです”
(o yasumi desu)
Watch a real native speaker say it:
Here's how it sounds in a textbook:
You could also say:
- 休みです
Fun fact: the hundreds of thousands of people learning Japanese with Memrise get this phrase correct 91.96% of the time!