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The current Dask integration in XGBoost (
xgboost/dask.py
) does not work with Dask 2.0.0 (released Jun 25, 2019) because dask/distributed#2758 replaced all occurrences ofncores
withnthreads
.This pull request will access
ncores
andnthreads
, whichever is available, so that XGBoost can work with both 1.2.x and 2.0.0 versions of Dask.Also, we specify the exact version of Dask in the Dockerfile, so that we know which version of Dask XGBoost is tested with.
@RAMitchell @mrocklin @mt-jones