> 1.) How can a user export the search done by collage ? i.e. similar to 
> loading tuning logs where ApplyBestHistory is done.

Having thought about this more, If there can be a way to define a PartitionSpec 
that is tied with DFS IndexSet that could be exported and imported, that might 
work out.

I guess my question is there a way to reproduce the partitioning w/o needing to 
undergo a tuning phase everytime.

If that is so from a design perspective, it would be better to decouple the 
collage tuner and collage partitioner, one to produce exportable paritioning 
spec and what to consume such a partitioning spec. 

Let me know if you have any thoughts around this :) @mbaret @mbs-octoml 

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