What is the Most Efficient Tool in Python for row-wise manipulation of data?
It depends on whether you can separate or know in advanced what rows are affected per operation.
In this instance, if indeed they involve collections then Dask Bags. For more non-structured data (as you suggest) but may be easy to run in parallel then Dask Delayed has worked for me.