<commit_before>from __future__ import print_function
from __future__ import absolute_import
from __future__ import division

import json

try:
    basestring
except NameError:
    basestring = str


__all__ = [
    'FromToData',
    'FromToJson'
]


class FromToData(object):

    @classmethod
    def from_data(cls, data):
        """Construct a datastructure from structured data.

        Parameters
        ----------
        data : dict
            The data dictionary.

        Returns<commit_msg>from to import<commit_after>from __future__ import print_function
from __future__ import absolute_import
from __future__ import division

import json

try:
    basestring
except NameError:
    basestring = str


__all__ = [
    'FromToData',
    'FromToJson',
    'FromToPickle',
]


class FromToData(object):

    @classmethod
    def from_data(cls, data):
        """Construct a datastructure from structured data.

        Parameters
        ----------
        data : dict
            The data dictionary.

        Returns
{'fraction_non_alphanumeric': 0.07782101167315175, 'fraction_numerical': 0.0, 'mean_word_length': 2.4763513513513513, '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': '663997', 'n_tokens_mistral': 296, 'n_tokens_neox': 284, 'n_words': 86}