<commit_before># -*- coding: utf-8 -*-

from __future__ import division, print_function
from __future__ import absolute_import, unicode_literals
from ..base import *
from ..color import *


class Feature(object):
    """
    Abstract class which real features descend from.
    Each feature object has:
    a draw() method,
    an image property, referencing the originating Image object,
    x and y coordinates
    default functions for determining angle, area, mean color, etc.
    these functions assume the feature is 1px
    """<commit_msg>add TODO<commit_after># -*- coding: utf-8 -*-

from __future__ import division, print_function
from __future__ import absolute_import, unicode_literals
from ..base import *
from ..color import *

# TODO: FeatureSet class.


class Feature(object):
    """
    Abstract class which real features descend from.
    Each feature object has:
    a draw() method,
    an image property, referencing the originating Image object,
    x and y coordinates
    default functions for determining angle, area, mean color, etc.
    these functions assume the feature is 1px
    """
{'fraction_non_alphanumeric': 0.07450628366247755, 'fraction_numerical': 0.003590664272890485, 'mean_word_length': 3.569672131147541, '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': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6481964', 'n_tokens_mistral': 289, 'n_tokens_neox': 278, 'n_words': 130}