pandas - transform 1 dataframe into two dataframe with foreign key

Question

I have a Dataframe A as follows

A=
a1 a2 a3 b1 b2 b3
x  x  x  x  x  x
x  x  x  x  x  x
....

there are many elements with the same columns bx