xgboost/tests/python/testing.py
2019-12-23 19:47:35 +08:00

67 lines
1.7 KiB
Python

# coding: utf-8
from xgboost.compat import SKLEARN_INSTALLED, PANDAS_INSTALLED, DT_INSTALLED
from xgboost.compat import CUDF_INSTALLED, DASK_INSTALLED
def no_sklearn():
return {'condition': not SKLEARN_INSTALLED,
'reason': 'Scikit-Learn is not installed'}
def no_dask():
return {'condition': not DASK_INSTALLED,
'reason': 'Dask is not installed'}
def no_pandas():
return {'condition': not PANDAS_INSTALLED,
'reason': 'Pandas is not installed.'}
def no_dt():
return {'condition': not DT_INSTALLED,
'reason': 'Datatable is not installed.'}
def no_matplotlib():
reason = 'Matplotlib is not installed.'
try:
import matplotlib.pyplot as _ # noqa
return {'condition': False,
'reason': reason}
except ImportError:
return {'condition': True,
'reason': reason}
def no_dask_cuda():
reason = 'dask_cuda is not installed.'
try:
import dask_cuda as _ # noqa
return {'condition': False, 'reason': reason}
except ImportError:
return {'condition': True, 'reason': reason}
def no_cudf():
return {'condition': not CUDF_INSTALLED,
'reason': 'CUDF is not installed'}
def no_dask_cudf():
reason = 'dask_cudf is not installed.'
try:
import dask_cudf as _ # noqa
return {'condition': False, 'reason': reason}
except ImportError:
return {'condition': True, 'reason': reason}
def no_json_schema():
reason = 'jsonschema is not installed'
try:
import jsonschema # noqa
return {'condition': False, 'reason': reason}
except ImportError:
return {'condition': True, 'reason': reason}