Walt Disney Co. moved to take full control over Hulu through a wide-ranging deal with Comcast Corp., ending years of complicated ownership of one of the media industry’s hot properties.

A streaming-service pioneer, Hulu had three parents when it was launched in 2008, primarily as a hedge against internet piracy of TV shows.

It has since emerged...