xgboost/tests/ci_build/test_python.sh
Philip Hyunsu Cho 9adb812a0a
RMM integration plugin (#5873)
* [CI] Add RMM as an optional dependency

* Replace caching allocator with pool allocator from RMM

* Revert "Replace caching allocator with pool allocator from RMM"

This reverts commit e15845d4e72e890c2babe31a988b26503a7d9038.

* Use rmm::mr::get_default_resource()

* Try setting default resource (doesn't work yet)

* Allocate pool_mr in the heap

* Prevent leaking pool_mr handle

* Separate EXPECT_DEATH() in separate test suite suffixed DeathTest

* Turn off death tests for RMM

* Address reviewer's feedback

* Prevent leaking of cuda_mr

* Fix Jenkinsfile syntax

* Remove unnecessary function in Jenkinsfile

* [CI] Install NCCL into RMM container

* Run Python tests

* Try building with RMM, CUDA 10.0

* Do not use RMM for CUDA 10.0 target

* Actually test for test_rmm flag

* Fix TestPythonGPU

* Use CNMeM allocator, since pool allocator doesn't yet support multiGPU

* Use 10.0 container to build RMM-enabled XGBoost

* Revert "Use 10.0 container to build RMM-enabled XGBoost"

This reverts commit 789021fa31112e25b683aef39fff375403060141.

* Fix Jenkinsfile

* [CI] Assign larger /dev/shm to NCCL

* Use 10.2 artifact to run multi-GPU Python tests

* Add CUDA 10.0 -> 11.0 cross-version test; remove CUDA 10.0 target

* Rename Conda env rmm_test -> gpu_test

* Use env var to opt into CNMeM pool for C++ tests

* Use identical CUDA version for RMM builds and tests

* Use Pytest fixtures to enable RMM pool in Python tests

* Move RMM to plugin/CMakeLists.txt; use PLUGIN_RMM

* Use per-device MR; use command arg in gtest

* Set CMake prefix path to use Conda env

* Use 0.15 nightly version of RMM

* Remove unnecessary header

* Fix a unit test when cudf is missing

* Add RMM demos

* Remove print()

* Use HostDeviceVector in GPU predictor

* Simplify pytest setup; use LocalCUDACluster fixture

* Address reviewers' commments

Co-authored-by: Hyunsu Cho <chohyu01@cs.wasshington.edu>
2020-08-12 01:26:02 -07:00

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#!/bin/bash
set -e
set -x
if [ "$#" -lt 1 ]
then
suite=''
args=''
else
suite=$1
shift 1
args="$@"
fi
# Install XGBoost Python package
function install_xgboost {
wheel_found=0
pip install --upgrade pip --user
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 [ "$wheel_found" -eq 0 ]
then
pushd .
cd python-package
python setup.py install --user
popd
fi
}
function uninstall_xgboost {
pip uninstall -y xgboost
}
# Run specified test suite
case "$suite" in
gpu)
source activate gpu_test
install_xgboost
pytest -v -s -rxXs --fulltrace -m "not mgpu" ${args} tests/python-gpu
uninstall_xgboost
;;
mgpu)
source activate gpu_test
install_xgboost
pytest -v -s -rxXs --fulltrace -m "mgpu" ${args} tests/python-gpu
cd tests/distributed
./runtests-gpu.sh
uninstall_xgboost
;;
cpu)
source activate cpu_test
install_xgboost
pytest -v -s -rxXs --fulltrace ${args} tests/python
cd tests/distributed
./runtests.sh
uninstall_xgboost
;;
*)
echo "Usage: $0 {gpu|mgpu|cpu} [extra args to pass to pytest]"
exit 1
;;
esac