In saucepan, heat oil over medium heat; fry onion and garlic, stirring often, until softened, 5 minutes. Add ginger, cloves, salt and pepper; cook for 1 minute
Add cranberries, water, orange juice, brown sugar, vinegar, molasses, orange rind, chipotle pepper and adobo sauce; bring to boil. Reduce heat and simmer, stirring often, until reduced by one-third and cranberries pop, 20 minutes.
Let cool slightly. Transfer to blender; purée until smooth. (Make-ahead: Refrigerate in airtight container for up to 3 days.)