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Support limit keyword #465

@shreyashankar

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@shreyashankar

We should add the ability to have a limit key in map, filter, reduce, and extract. Limit can be any integer > 0. If we detect that there is a limit parameter, we should stop running the operation on all the documents / return early once we have the # of documents that meet the limit.

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