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TL/UCP: extended collective plugin #786

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Sergei-Lebedev
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Extending collective plugin interface (#156) with functions to create and destroy custom plugin context.
Added fully function example of knomial allreduce using active messages of UCX.

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cc @gvallee @BrodyWilliams

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