Someone genuinely forgets the fast, drinks water, then stops on remembering. What follows?

Kitab al-Sawm: Fasting Hours, Invalidators, Qada and Kaffarah

• Qaḍāʾ only
• Both qaḍāʾ and kaffārah
• Fast valid; neither duty
• Kaffārah only