Galloping Cactus (Stenocereus gummosus)

Stenocereus gummosus is a shrubby cactus native to Baja California, Mexico. It features ribbed, spiny stems and yields edible, red, spiny fruit, often called sour pitaya.

Above information is sourced from Wikipedia