Alstroemeria, commonly called the Peruvian Lily or Lily of the Incas or Parrot Lily is a South American genus of about 50 species of flowering plants. Isn't it just beautiful? This blooms from late spring to early summer and comes in a virtual rainbow of different colors. This is a plant meant for cooler climates as it will stop flowering if it gets too hot.