[DUOS-2853][risk=no] Cache doid responses in local storage

[rushtong]

Addresses

https://broadworkbench.atlassian.net/browse/DUOS-2853

Summary

Cache DOID api calls so we don't make unnecessary API calls.

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[fboulnois]

looks good, how much does this improve performance in the typical case?

[rushtong]

looks good, how much does this improve performance in the typical case?

The performance increase isn't that much, and depends greatly on the number of datasets you have access to. For someone like Jonathan, it will probably boost performance by 20% or so. For others, like me, very little.