How long will it take you to finish the game will depend on:
-how often you play
-if you are playing through Facebook or not
-if you are playing on an iPad
-if you spend real money to purchase coins or Pearl Peril's cash to get ahead or to upgrade your buildings
-and many other factors
Some people have finished all the chapters in 6 months and others took 2 years.