xgboost/tests/ci_build/test_python.sh
Jiaming Yuan 8b04736b81
[dask] dask cudf inplace prediction. (#5512)
* Add inplace prediction for dask-cudf.

* Remove Dockerfile.release, since it's not used anywhere

* Use Conda exclusively in CUDF and GPU containers

* Improve cupy memory copying.

* Add skip marks to tests.

* Add mgpu-cudf category on the CI to run all distributed tests.

Co-authored-by: Hyunsu Cho <chohyu01@cs.washington.edu>
2020-04-15 18:15:51 +08:00

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#!/bin/bash
set -e
set -x
suite=$1
# Install XGBoost Python package
function install_xgboost {
wheel_found=0
for file in python-package/dist/*.whl
do
if [ -e "${file}" ]
then
pip install --user "${file}"
wheel_found=1
break # need just one
fi
done
if [ "$wheel_found" -eq 0 ]
then
pushd .
cd python-package
python setup.py install --user
popd
fi
}
# Run specified test suite
case "$suite" in
gpu)
source activate gpu_test
install_xgboost
pytest -v -s -rxXs --fulltrace -m "not mgpu" tests/python-gpu
;;
mgpu)
source activate gpu_test
install_xgboost
pytest -v -s -rxXs --fulltrace -m "mgpu" tests/python-gpu
cd tests/distributed
./runtests-gpu.sh
cd -
;;
cudf)
source activate cudf_test
install_xgboost
pytest -v -s -rxXs --fulltrace -m "not mgpu" \
tests/python-gpu/test_from_cudf.py tests/python-gpu/test_from_cupy.py \
tests/python-gpu/test_gpu_prediction.py
;;
mgpu-cudf)
source activate cudf_test
install_xgboost
pytest -v -s -rxXs --fulltrace -m "mgpu" tests/python-gpu/test_gpu_with_dask.py
;;
cpu)
install_xgboost
pytest -v -s --fulltrace tests/python
cd tests/distributed
./runtests.sh
;;
cpu-py35)
source activate py35
install_xgboost
pytest -v -s --fulltrace tests/python
;;
*)
echo "Usage: $0 {gpu|mgpu|cudf|cpu|cpu-py35}"
exit 1
;;
esac