We study strong exceptional collections of line bundles on Patio toric Deligne-Mumford stacks P-Sigma with rank of Picard group at most two. We prove that any strong exceptional collection of line bundles generates the derived category of P-Sigma, as long as the number of elements in the collection equals the rank of the (Grothendieck) K-theory group of P-Sigma.