Same thing here - typical PVC solvent weld with primer + cement.
I have some experience in this area outside of the fish keeping world, but I don't have as much experience with flex PVC as rigid. I know that good application of the primer is even more important than in rigid applications (little known fact: it is colored purple for inspection purposes when codes require primer). I used clear to keep it clean looking but it's the same mix. I'm assuming since the purple was there it was used on yours, and so I'm not sure what the issue could be and I can't speak to the longevity of the tubing. It does not go as far into the joints as rigid, which is why I did not trust it at all on the bulkheads. Good to know!