Srimad Bhagavatam mentions this incident, and would not point out rape whatsoever. Instead it's entertaining and play in between them. I do note Shri Ayappa will be the son of Shri Shiva and Shri Mohini, and so she is likely his spiritual spouse Which is the reason he caught her https://www.youtube.com/@Mahavidyabaglamukhi