In saucepan over medium heat, combine cherries, sugar, butter and vanilla. Cook, stirring for 3 mins. In small bowl, whisk together water and cornstarch until dissolved. Add to cherry mix and bring to a boil. Reduce heat, cook 3 mins, stirring occasionally and then remove from heat, let cool.