<commit_before># -*- coding: utf8 -*-
from flask import Flask, request, jsonify, abort
from nltk.tokenize.punkt import PunktWordTokenizer
from nltk.corpus import stopwords
from nltk.stem import SnowballStemmer
import json

app = Flask(__name__)
JSON_MIME = 'application/json; charset=utf8'

def dutch(sent):
    pass

def finnish(sent):
    pass

def german(sent):
    pass

def italian(sent):
    pass

def portuguese(sent):
    pass

def spanish(sent):
    pass

def turkish(sent):
    pass

def danish(sent):
    pass

def english(sent):
    pass

def french(sent):
    pass

def hungarian(sent):
    pass

def norwegian(sent):
    pass

def russian(sent):
    stem = SnowballStemmer('russian')
    stop = stopwords.words('russian')
    tx  = PunktWordTokenizer().tokenize(sent) 
    mx = map(stem.stem, tx)
    px = [x for x in mx if x not in stop]
    return px

def swedish(sent):
    pass

# ISO639-1
NLTKlanguages={'nl': dutch,
               'fi': finnish,
               'de': german,
               'it': italian,
               'pt': portuguese,
               'es': spanish,
               'tr': turkish,
               'da': danish,
               'en': english,<commit_msg>Use work_tokenize to avoid trailing period.<commit_after># -*- coding: utf8 -*-
from flask import Flask, request, jsonify, abort
from nltk.tokenize import word_tokenize
from nltk.tokenize.punkt import PunktWordTokenizer
from nltk.corpus import stopwords
from nltk.stem import SnowballStemmer
import json

app = Flask(__name__)
JSON_MIME = 'application/json; charset=utf8'

def dutch(sent):
    pass

def finnish(sent):
    pass

def german(sent):
    pass

def italian(sent):
    pass

def portuguese(sent):
    pass

def spanish(sent):
    pass

def turkish(sent):
    pass

def danish(sent):
    pass

def english(sent):
    pass

def french(sent):
    pass

def hungarian(sent):
    pass

def norwegian(sent):
    pass

def russian(sent):
    stem = SnowballStemmer('russian')
    stop = stopwords.words('russian')
    tx  = word_tokenize(sent) 
    mx = map(stem.stem, tx)
    px = [x for x in mx if x not in stop]
    return px

def swedish(sent):
    pass

# ISO639-1
NLTKlanguages={'nl': dutch,
               'fi': finnish,
               'de': german,
               'it': italian,
               'pt': portuguese,
               'es': spanish,
               'tr': turkish,
               'da': danish,
               'en': english,
{'fraction_non_alphanumeric': 0.10987654320987654, 'fraction_numerical': 0.0049382716049382715, 'mean_word_length': 2.44822695035461, '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': '1250161', 'n_tokens_mistral': 856, 'n_tokens_neox': 848, 'n_words': 230}