GitHub user gidhubuser255 deleted a comment on the discussion: Parallelization 
Enhancement Ideas

1) Not necessarily a single node, could be an entire "branch" (what I think you 
are referring to as sub-DAG) where some nodes in the branch are sensitive to 
the parameter being parallelized (these would be represented as separate nodes 
in the graph) and some are not (these would be single nodes shared by the 
parallelized branches).

Contrived example below:

> basket_price <- price(product) for product in basket
> price(product) <- production_cost(product), markup(product)
> production_cost(product) <- material_cost(product), **labor_cost**, 
> **overhead**
> markup(product) <- competitor_price(product), **brand_premium**, 
> demand(product)
> ...
> ...

(Where basket_price itself can be a dependency for another node, and the 
parallelized variable (product) insensitive nodes are bolded).

2) See response below

GitHub link: 
https://github.com/apache/hamilton/discussions/1412#discussioncomment-14801004

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