def _load_labels_data(labels_data_fname):
labels_data_type = mu.file_type(labels_data_fname)
if labels_data_type == 'npz':
d = mu.load_npz_to_bag(labels_data_fname)
elif labels_data_type == 'mat':
d = mu.load_mat_to_bag(labels_data_fname)
d.names = mu.matlab_cell_str_to_list(d.names)
d.atlas = d.atlas[0] if not isinstance(d.atlas, str) else d.atlas
#d.cmap = d.cmap[0] if not isinstance(d.cmap, str) else d.cmap
else:
print('Currently we support only mat and npz files')
return False
labels, data = d.names, d.data
if 'atlas' not in d:
atlas = mu.check_atlas_by_labels_names(labels)
if atlas == '':
print('The labeling file must contains an atlas field!')
return False
else:
atlas = str(d.atlas)
LabelsPanel.labels_data_atlas = atlas
labels = [l.replace('.label', '') for l in labels]
cb_title = str(d.get('title', ''))
labels_min = d.get('data_min', np.min(data))
labels_max = d.get('data_max', np.max(data))
cmap = str(d.get('cmap', None))
return d, labels, data, atlas, cb_title, labels_max, labels_min, cmap
def _load_labels_data(labels_data_fname):
labels_data_type = mu.file_type(labels_data_fname)
if labels_data_type == 'npz':
d = mu.load_npz_to_bag(labels_data_fname)
elif labels_data_type == 'mat':
d = mu.load_mat_to_bag(labels_data_fname)
d.names = mu.matlab_cell_str_to_list(d.names)
d.atlas = d.atlas[0] if not isinstance(d.atlas, str) else d.atlas
#d.cmap = d.cmap[0] if not isinstance(d.cmap, str) else d.cmap
else:
print('Currently we support only mat and npz files')
return False
labels, data = d.names, d.data
if len(labels) == 0:
return False
if isinstance(labels[0], mne.Label):
labels = [l.name for l in labels]
if data.ndim == 2:
if data.shape[0] == len(labels):
data = data[:, bpy.context.scene.frame_current]
elif data.shape[1] == len(labels):
data = data[bpy.context.scene.frame_current]
else:
data = data.mean(
axis=1) if data.shape[0] == len(labels) else data.mean(axis=0)
if 'atlas' not in d:
atlas = mu.check_atlas_by_labels_names(labels)
if atlas == '':
print('The labeling file must contains an atlas field!')
return False
else:
atlas = str(d.atlas)
LabelsPanel.atlas_in_annot_files = atlas in _addon(
).where_am_i.get_annot_files()
LabelsPanel.labels_data_atlas = atlas
labels = [l.replace('.label', '') for l in labels]
cb_title = str(d.get('title', ''))
labels_min = d.get('data_min', np.min(data))
labels_max = d.get('data_max', np.max(data))
cmap = str(d.get('cmap', None))
return d, labels, data, atlas, cb_title, labels_max, labels_min, cmap