take a fancy to somebody/something
take a fancy to someone or somethingand take a liking to someone or something; take a shine to someone or something
to develop a fondness or a preference for someone or something. John began to take a fancy to Sally late last August at the picnic. I've never taken a liking to cooked carrots. I think my teacher has taken a shine to me.
take a fancy to
Also, take a liking or shine to . Be attracted to someone or something, as in They took a fancy to spicy foods after their Mexican vacation, or I'm hoping he'll take a liking to the water, now that we have a cottage on a lake, or We think Bill's taken a shine to Betsy. The first term was first recorded in 1541, the first variant in 1570, and the last, a colloquialism, in 1850.