take French leave
take French leave {v. phr.}
To leave secretly; abscond.
The party was so boring that we decided to take French leave.
While the Smith family was in Europe, the house-sitter packed up all the silver and took French leave.
See: SLIP AWAY.
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Source: A Dictionary of American Idioms