To Be Caught in the Rain -The Irving Berlin song Isn't This A Lovely Day (To Be Caught In The Rain) was introduced to the world by the 1935 motion picture Top Hat. To this day Isn't This A Lovely Day (To Be Caught In The Rain) continues to be a popular standard for jazz performers. The piece features a vintage bluesy swing that will showcase the singers at their best.