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30 changes: 20 additions & 10 deletions autosklearn/ensemble_builder.py
Original file line number Diff line number Diff line change
Expand Up @@ -257,13 +257,15 @@ def read_ensemble_preds(self):

if self.shared_mode is False:
pred_path = os.path.join(
self.dir_ensemble,
'predictions_ensemble_%s_*.npy' % self.seed)
glob.escape(self.dir_ensemble),
'predictions_ensemble_%s_*.npy' % self.seed,
)
# pSMAC
else:
pred_path = os.path.join(
self.dir_ensemble,
'predictions_ensemble_*_*.npy')
glob.escape(self.dir_ensemble),
'predictions_ensemble_*_*.npy',
)

y_ens_files = glob.glob(pred_path)
# no validation predictions so far -- no files
Expand Down Expand Up @@ -453,13 +455,21 @@ def get_valid_test_preds(self, selected_keys: list):

for k in selected_keys:
valid_fn = glob.glob(
os.path.join(self.dir_valid, 'predictions_valid_%d_%d.npy'
% (self.read_preds[k]["seed"],
self.read_preds[k]["num_run"])))
os.path.join(
glob.escape(self.dir_valid),
'predictions_valid_%d_%d.npy' % (
self.read_preds[k]["seed"],
self.read_preds[k]["num_run"])
)
)
test_fn = glob.glob(
os.path.join(self.dir_test, 'predictions_test_%d_%d.npy' %
(self.read_preds[k]["seed"],
self.read_preds[k]["num_run"])))
os.path.join(
glob.escape(self.dir_test),
'predictions_test_%d_%d.npy' % (
self.read_preds[k]["seed"],
self.read_preds[k]["num_run"])
)
)

# TODO don't read valid and test if not changed
if len(valid_fn) == 0:
Expand Down
14 changes: 9 additions & 5 deletions autosklearn/util/backend.py
Original file line number Diff line number Diff line change
Expand Up @@ -244,7 +244,7 @@ def get_smac_output_directory_for_run(self, seed):

def get_smac_output_glob(self, smac_run_id: Union[str, int] = 1) -> str:
return os.path.join(
self.temporary_directory,
glob.escape(self.temporary_directory),
'smac3-output',
'run_%s' % str(smac_run_id),
)
Expand Down Expand Up @@ -346,8 +346,9 @@ def save_model(self, model, idx, seed):
def list_all_models(self, seed):
model_directory = self.get_model_dir()
if seed >= 0:
model_files = glob.glob(os.path.join(model_directory,
'%s.*.model' % seed))
model_files = glob.glob(
os.path.join(glob.escape(model_directory), '%s.*.model' % seed)
)
else:
model_files = os.listdir(model_directory)
model_files = [os.path.join(model_directory, mf)
Expand Down Expand Up @@ -408,9 +409,11 @@ def load_ensemble(self, seed):
self.logger.warning('Directory %s does not exist' % ensemble_dir)
return None

print(seed)
if seed >= 0:
indices_files = glob.glob(os.path.join(ensemble_dir,
'%s.*.ensemble' % seed))
indices_files = glob.glob(
os.path.join(glob.escape(ensemble_dir), '%s.*.ensemble' % seed)
)
indices_files.sort()
else:
indices_files = os.listdir(ensemble_dir)
Expand All @@ -419,6 +422,7 @@ def load_ensemble(self, seed):

with open(indices_files[-1], 'rb') as fh:
ensemble_members_run_numbers = pickle.load(fh)
print(indices_files)

return ensemble_members_run_numbers

Expand Down