def enable(name=None,
verbose=True,
deprecation=True,
get_map=_get_map_of_algorithms):
if name is not None:
do_patch(name, get_map)
else:
for key in get_map():
do_patch(key, get_map)
if deprecation:
set_idp_sklearn_verbose()
warnings.warn_explicit(
"\nScikit-learn patching with daal4py is deprecated "
"and will be removed in the future.\n"
"Use Intel(R) Extension "
"for Scikit-learn* module instead "
"(pip install scikit-learn-intelex).\n"
"To enable patching, please use one of the "
"following options:\n"
"1) From the command line:\n"
" python -m sklearnex <your_script>\n"
"2) From your script:\n"
" from sklearnex import patch_sklearn\n"
" patch_sklearn()", FutureWarning, "dispatcher.py", 151)
if verbose and deprecation and sys.stderr is not None:
sys.stderr.write(
"Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: "
"https://intelpython.github.io/daal4py/sklearn.html\n")
def enable(name=None, verbose=True, deprecation=True):
if LooseVersion(sklearn_version) < LooseVersion("0.21.0"):
raise NotImplementedError(
"daal4py patches apply for scikit-learn >= 0.21.0 only ...")
if name is not None:
do_patch(name)
else:
for key in _get_map_of_algorithms():
do_patch(key)
if deprecation:
set_idp_sklearn_verbose()
warn(
"Scikit-learn patching with daal4py is deprecated "
"and will be removed in the future.\n"
"Please, use Intel(R) Extension for Scikit-learn module instead "
"(pip install scikit-learn-intelex)\n"
"To enable patching, please, use one of options:\n"
"1) python -m sklearnex <your_script>\n"
"2) from sklearnex import patch_sklearn\n"
" patch_sklearn()",
FutureWarning,
stacklevel=2)
if verbose and sys.stderr is not None:
sys.stderr.write(
"Intel(R) oneAPI Data Analytics Library solvers for sklearn enabled: "
"https://intelpython.github.io/daal4py/sklearn.html\n")