Prepare external memory support for hist. #7638
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Extracted from #7531 .
This PR prepares the
GHistIndexMatrixto host the column matrix which is used by the hist tree method by acceptingsparse_thresholdparameter.Some cleanups are made to ensure the correct batch param is being passed into
DMatrixalong with some additional tests for correctness ofSimpleDMatrix.