Place vegetables in a jar just large enough to hold them when packed. Bring 1 cup water, salt, sugar, pickling spices, and peppercorns to a boil in a medium saucepan, stirring to dissolve sugar. Remove from heat; stir in vinegar. Pour over vegetables to submerge. Seal jar; refrigerate radishes and peas overnight, onions for at least 3 days.