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WIP: Use threaded dask for optimize pass #514

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martindurant
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As described in slack, this change appears to deliver ~30% faster optimization on my system, without breaking anything. I am posting here, so that others can test more easily.

@martindurant
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I have tried this now with various queries out of https://github.com/CoffeaTeam/coffea-benchmarks/blob/master/coffea-adl-benchmarks.ipynb (some of which should be sufficiently complex) and I am no longer sure there is a benefit. Would be good to try with even bigger coffea workflows.

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