You might consider sinking your cinder blocks first, and then attaching the fountain.
Depending on the depth, you could run your attachment through the cinder block, sink it, then repeat the process for the other cinder block. Then you've got them where you want them without having to wrestle with the fountain. Then just attach the fountain.