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import random
import string
import hashlib


def generate_random_md5():
    # Generate a random string
    random_string = "".join(random.choices(string.ascii_letters + string.digits, k=16))
    # Encode the string and compute its MD5 hash
    md5_hash = hashlib.md5(random_string.encode()).hexdigest()
    return md5_hash


def add_data_to_individual(key, value, individual):
    individual[key] = value
    return individual