from matplotlib import pyplot as pl
import numpy as np
from math import log, log10
from random import choice


# numbers = np.random.uniform(size=1000)


# def generateHistogram(numbers, bins):
#     min1 = min(numbers)
#     max1 = max(numbers)
#     diff = (max1 - min1) / bins
#     values = []
#
#     for i in range(0, bins, 1):
#         count = 0
#         for x in numbers:
#             if (x >= min1) and (x <= (min1 + diff)):
#                 count = count + 1
#         values.append(count)
#         min1 = min1 + diff
#
#     return values

#
# result = generateHistogram(result.values(), 10)
# fig = pl.figure()
# ax = pl.subplot()
# ax.bar(range(len(result)), result)
# pl.show()


file = open("norm_hamlet.txt")
txt = file.read()
result = {}

for x, text in enumerate(txt.strip()):
    try:
        result[txt.strip()[x:x + 5]] += 1
    except:
        result[txt.strip()[x:x + 5]] = 1
suma = 0
for k, v in result.items():
    suma += v

for k, v in result.items():
    result[k] = {
        'value': v,
        'new_value': int(round(v/suma, 3) * 1000),
        'v_sume': v/suma
    }

full_res = []
for k, v in result.items():
    for i in range(v['new_value']):
        full_res.append(k)

tekst = ""
counter = 0
for i in range(10000):
    tekst += choice(full_res)
    counter += 1
    if counter == 40:
        counter = 0
        tekst += '\n'

print(tekst)