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Support nullable indices in boolean take kernel and some optimizations (
#2064) * Use iterator in boolean take kernel and support nullable indices * Improve performance of take_boolean kernel by processing validity and value bits separately * Add test for take_boolean with masked out of bounds indices * Test and fix for when only the indices contain null values
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