Interaction between Bubbles and fluid movement

We have a scene where bubbles are interacting with each other and as a part of the interaction, we need fluid to flow through them in a chain sequence.
We’re not sure how to achieve the fluid flow.
Good to give it a try in Blender/Nuke/After Effects. Any help would be great!

Here’s what the bubble interaction looks like. We want to achieve fluid flow in this.