[FEA] Use CUDF API for getting join output size #2440
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cudf_dependency
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feature request
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performance
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This is a follow on issue to #2433 and depends on rapidsai/cudf#8237.
#2433 is enough to get NDS query 72 to succeed, but it is not nearly as fast as it should/could be. This is to use the CUDF API when it is available instead of getting an OOM error. We should evaluate if we want to remove the pre-check/spilt that happens for joins and just go off of the CUDF API or not.
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