Combine all the ingredients in a saucepan, bring to a simmer over medium heat, and simmer until the plums are tender, about 30 minutes.
Remove the cinnamon sticks. Pass the mixture through a food mill or press through a finemesh sieve, working as much of the pulp through the mesh as possible.
Return the mixture to the saucepan and simmer to reduce by