Sahih Bukhari | Volume 5 | Hadith Number 174

Narrated by Sa'id bin Al-Musaiyab's grand-father
In the Pre-Islamic period of ignorance a flood of rain came and filled the valley in between the two mountains (around the Ka'ba).