Combine brandy and lemons in a large bowl. Cover and let stand at room temperature 24 hours.
Add pineapple to brandy mixture. Let stand 3 hours.
Combine brandy mixture, tea, and next 3 ingredients (through liqueur), stirring until sugar dissolves. Add sparkling water and Champagne, stirring gently until blended. Serve immediately.