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Refactor adanet.Estimator to be more functional and less stateful.
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Breakdown bookkeeping phase into three subphases with dedicated subroutines.

Also fixes a bug where initializable Datasets were not being initialized during the candidate evaluation and report materialization phases.

This refactoring will make it easier to rerun the ensemble evaluation in other contexts such as during the call to `Estimator#predict` and `Estimator#export_saved_model`.

PiperOrigin-RevId: 261317027
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@cweill
cweill committed Aug 2, 2019
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