<commit_before>'''Optimize rateless codes for distributed computing

'''

import logging
import numpy as np
import pandas as pd
import pyrateless
import stats
import complexity
import overhead

from functools import lru_cache
from plot import get_parameters_size_2

def simulate_parameter_list(parameter_list):
    '''evaluate a list of parameters

    returns: dataframe with the result
<commit_msg>removed unused imports<commit_after>'''Optimize rateless codes for distributed computing

'''

import logging
import numpy as np
import pandas as pd
import pyrateless
import stats
import complexity
import overhead

def simulate_parameter_list(parameter_list):
    '''evaluate a list of parameters

    returns: dataframe with the result

{'fraction_non_alphanumeric': 0.04341926729986431, 'fraction_numerical': 0.0013568521031207597, 'mean_word_length': 5.709090909090909, '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': '4372593', 'n_tokens_mistral': 195, 'n_tokens_neox': 183, 'n_words': 82}