<commit_before>import numpy
import time
import multiprocessing
import ctypes
import warnings
import h5py

#Suppress the divide by zero errors
warnings.filterwarnings('ignore', category=RuntimeWarning)

#We can not use nested functions with map.
def calcVar(arrRow):
    '''This function calculates the diameter matrix.  It is called by fj.
    The return line performs the calculation.  All other lines prepare an
    order vector, prepended with zeros when necesary which stores n, the number 
    of elements summed for each index.'''

    lenN = (arrRow != 0).sum()<commit_msg>dummy edit<commit_after>import numpy
import time
import multiprocessing
import ctypes
import warnings
import h5py

#Simple edit

#Suppress the divide by zero errors
warnings.filterwarnings('ignore', category=RuntimeWarning)

#We can not use nested functions with map.
def calcVar(arrRow):
    '''This function calculates the diameter matrix.  It is called by fj.
    The return line performs the calculation.  All other lines prepare an
    order vector, prepended with zeros when necesary which stores n, the number 
    of elements summed for each index.'''

    lenN = (arrRow != 0).sum()
{'fraction_non_alphanumeric': 0.0623398804440649, 'fraction_numerical': 0.0034158838599487617, 'mean_word_length': 4.351598173515982, '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': '2936833', 'n_tokens_mistral': 319, 'n_tokens_neox': 306, 'n_words': 148}