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Improve filter performance by special casing high and low selectivity predicates #1288

@alamb

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@alamb

Is your feature request related to a problem or challenge? Please describe what you are trying to do.
The differences in selecting most of the input vs selecting only 1/1000'th of the input can be leveraged to improve the performance of filtering

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    arrowChanges to the arrow crateenhancementAny new improvement worthy of a entry in the changelogperformance

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