What nursery rhyme has Sugar and spice all things nice in it?

From the Related Link: What Are Little Girls Made of?

What are little boys made of?

What are little boys made of?

Frogs and snails,

And puppy-dogs' tails;

That's what little boys are made of.

What are little girls made of?

What are little girls made of?

Sugar and spice,

And all that's nice;

That's what little girls are made of.