<commit_before>import abc
import numpy as np
from menpo.fit.base import Fitter
from menpo.fitmultilevel.base import (is_pyramid_on_features,
                                      pyramid_of_feature_images)
from menpo.transform import AlignmentAffine, Scale
from menpo.fitmultilevel.fittingresult import MultilevelFittingResult
from menpo.fitmultilevel.functions import noisy_align, align_shape_with_bb<commit_msg>hey IntelliJ, you missed a from __future__ :/<commit_after>from __future__ import division

import abc
import numpy as np
from menpo.fit.base import Fitter
from menpo.fitmultilevel.base import (is_pyramid_on_features,
                                      pyramid_of_feature_images)
from menpo.transform import AlignmentAffine, Scale
from menpo.fitmultilevel.fittingresult import MultilevelFittingResult
from menpo.fitmultilevel.functions import noisy_align, align_shape_with_bb
{'fraction_non_alphanumeric': 0.04152637485970819, 'fraction_numerical': 0.0, 'mean_word_length': 4.439024390243903, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 2, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '2108865', 'n_tokens_mistral': 265, 'n_tokens_neox': 249, 'n_words': 68}