In a medium saucepan on medium-high heat, add water and sugar. Stir over heat until sugar is dissolved.
Add remaining ingredients. When mixture comes to a boil, reduce heat to simmer and cook for at least 1 hour and up to 2 hours, stirring occassionaly.
Remove from stove and puree with an immersion blender.