Heat the oil in a heavy 6-quart pot over moderately high heat until it shimmers and cook the cinnamon, star anise, and cloves for 1 minute. Add the brown mustard seeds and chile. When the seeds pop and are fragrant, after about 30 seconds, remove the pan from the heat and carefully add the orange juice and apple cider. Bring the mixture to a boil and add the cherries, dates, zest, ginger, apricots, cranberries, fennel, yellow mustard seeds, and vinegar. Briskly simmer the mixture, uncovered, stirring occasionally, until the liquid is reduced and the fruits are softened and tender, about 1 1/2 hours. Stir in salt to taste.
Let the chutney cool completely before serving. The chutney keeps in an airtight container in the refrigerator for 1 week.
Recipe courtesy of Chef Floyd Cardoz, Tabla. Adapted from One Spice, Two Spice