Align dask partitions automatically.

[trivialfis]

Currently, XGBoost sticks to the line that it doesn't move data, and the responsibility of data alignment and balance is shifted to the users. We don't know how to balance the data to best fit the cluster, but alignment seems to be trivial and we can implement it inside xgboost.