The Sweet Pea Shrub is a small, decorative, evergreen shrub. It is commonly known by its alternative name, Polygala myrtifolia grandiflora. This hybrid of milkwort grows quickly and, under suitable warm conditions, produces a profusion of blooms from mid-spring all the way through summer.