When placing a water source, if there is a path for it to flow downward, it will flow only in that direction and not spread in any other direction from its source point. Placing blocks in the path of the water can force it to flow around them, and it continues flowing over those points after the blocks are removed.

In addition to source blocks, this behavior also happens with a downward slope water block.