What is the origin of the idiom "take a shine to somebody or something" and when to use it?

The origin of the idiom is believed to have originated in American English during the 19th century. The phrase "take a shine" is a colloquial expression that uses the word "shine" metaphorically to indicate a sudden attraction, fondness, or liking. It is used to express an immediate liking, attraction, or fondness for someone or something. It indicates that you have developed a positive impression or connection in a relatively short period of time.