<commit_before># -*- coding: utf-8 -*-
#
# All ensembl-based object models
# 
# @author <<EMAIL>>
# ------------------------------------------------


# imports
# -------
import os
from cached_property import cached_property
import pymongo
from gems import composite
from multipledispatch import dispatch

from coda.objects import File, Collection
from coda.utils import DocRequire, keywords


# config
# ------<commit_msg>removed multipledispatch import<commit_after># -*- coding: utf-8 -*-
#
# All ensembl-based object models
# 
# @author <<EMAIL>>
# ------------------------------------------------


# imports
# -------
import os
from cached_property import cached_property
import pymongo
from gems import composite

from coda.objects import File, Collection
from coda.utils import DocRequire, keywords


# config
# ------
{'fraction_non_alphanumeric': 0.22276029055690072, 'fraction_numerical': 0.002421307506053269, 'mean_word_length': 2.321285140562249, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 7, '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': '7263016', 'n_tokens_mistral': 222, 'n_tokens_neox': 212, 'n_words': 72}