xgboost/tests/python-gpu/test_gpu_demos.py
Jiaming Yuan e6088366df
Export Python Interface for external memory. (#7070)
* Add Python iterator interface.
* Add tests.
* Add demo.
* Add documents.
* Handle empty dataset.
2021-07-22 15:15:53 +08:00

28 lines
728 B
Python

import os
import subprocess
import sys
import pytest
sys.path.append("tests/python")
import testing as tm
import test_demos as td # noqa
@pytest.mark.skipif(**tm.no_cupy())
def test_data_iterator():
script = os.path.join(td.PYTHON_DEMO_DIR, 'quantile_data_iterator.py')
cmd = ['python', script]
subprocess.check_call(cmd)
@pytest.mark.skipif(**tm.no_dask())
@pytest.mark.skipif(**tm.no_dask_cuda())
@pytest.mark.skipif(**tm.no_cupy())
@pytest.mark.mgpu
def test_dask_training():
script = os.path.join(tm.PROJECT_ROOT, 'demo', 'dask', 'gpu_training.py')
cmd = ['python', script, '--ddqdm=1']
subprocess.check_call(cmd)
cmd = ['python', script, '--ddqdm=0']
subprocess.check_call(cmd)