Two parallel straight conductors, in which current is flowing in the same direction, attract each other. The cause of it is
The force between two long parallel conductors separated by distance r, is F=μ0(i1)(i2)2πr
If the current is flowing in the same direction through both conductors, they will attract each other due to magnetic force between the two.