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Orell-Pieter Schwarzbach 2023-06-13 09:14:16 +02:00
parent b2c0890973
commit 7723427464
5 changed files with 251 additions and 8 deletions

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@ -7,6 +7,21 @@ from scipy import stats
class StartUPTest: class StartUPTest:
@staticmethod
def run_all_tests(binary_data: str):
# Run monobit_test
p_value, result = StartUPTest.monobit_test(binary_data)
if not result:
return False
# Run chi_square
p_value, result, chi2_statistic = StartUPTest.chi_square(binary_data)
if not result:
return False
# All tests passed
return True
@staticmethod @staticmethod
def monobit_test(binary_data: str): def monobit_test(binary_data: str):

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@ -8,6 +8,38 @@ from scipy.special import gammaincc as gammaincc
class TotOnline: class TotOnline:
@staticmethod
def run_all_tests(binary_data: str):
# Run total_failure_test
p_value, result = TotOnline.total_failure_test(binary_data, 10)
if not result:
return False
# Run monobit_test
p_value, result = TotOnline.monobit_test(binary_data)
if not result:
return False
# Run block_frequency_test
p_value, result = TotOnline.block_frequency_test(binary_data, 128)
if not result:
return False
# Run run_test
p_value, result = TotOnline.run_test(binary_data)
if not result:
return False
# Run longest_one_block_test
if len(binary_data)>127:
p_value, result = TotOnline.longest_one_block_test(binary_data)
if not result:
return False
# All tests passed
return True
@staticmethod @staticmethod
def total_failure_test(binary_data: str, pattern_length=10): def total_failure_test(binary_data: str, pattern_length=10):
@ -158,10 +190,7 @@ class TotOnline:
# print('Length of binary string: ', length_of_binary_data) # print('Length of binary string: ', length_of_binary_data)
# Initialized k, m. n, pi and v_values # Initialized k, m. n, pi and v_values
if length_of_binary_data < 128: if length_of_binary_data < 6272:
# Not enough data to run this test
return 0.00000, 'Error: Not enough data to run this test'
elif length_of_binary_data < 6272:
k = 3 k = 3
m = 8 m = 8
v_values = [1, 2, 3, 4] v_values = [1, 2, 3, 4]

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@ -0,0 +1,4 @@
from pi_numbers_separated_I2C_function import analyze_data
result = analyze_data(8, 10000, startup=False)
print(result)

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@ -0,0 +1,115 @@
import os
import time
from smbus import SMBus
from StartUpTest import StartUPTest
from TotOnline import TotOnline
import binascii
addr = 0x8
bus = SMBus(1)
# define the number of numbers and bits per number to generate
num_numbers = 6
bits_per_number = 1000000
# calculate the total file size in bits
filesize = num_numbers * bits_per_number
# define the filename
filename = f'{num_numbers}numbers_{bits_per_number}bits'
start_time_ges = start_time = time.time()
start_time = time.time() # start time of read
with open(filename + '.bin', 'wb') as file:
for i in range(num_numbers):
# write the separator between numbers except for the last one
#if i != num_numbers - 1:
#file.write(b'' + b'')
for j in range(bits_per_number // 8):
# read one byte from the serial port
data = bus.read_byte(addr)
file.write(bytes([data]))
time.sleep(0.0000001)
end_time = time.time() # end time of read
elapsed_time = end_time - start_time
seconds = int(elapsed_time)
milliseconds = int((elapsed_time % 1) * 1000)
new_filename = f"{filename}_TimeInSeconds_{seconds}_{milliseconds}.bin" # filename in format filename_seconds_milliseconds as txt with needed time to finish read
os.rename(filename + '.bin', new_filename) # change filename to new filename
'''with open(new_filename, 'rb') as f:
# Read the contents of the file as bytes
content = f.read()
result = StartUPTest.monobit_test(content)
print(result[0])
print(result[1])
result = StartUPTest.chi_square(content)
print(result[0])
print(result[1])'''
with open(new_filename, 'rb') as f:
# Read the contents of the file as bytes
content = f.read()
# Convert the bytes to a string of hexadecimal digits with zero padding
hex_str = ''.join(format(byte, '02x') for byte in content).zfill(num_numbers * (bits_per_number // 4))
# Write the hex string to the file with separators and newlines
with open(filename + '.txt', 'w') as f:
for i in range(num_numbers):
hex_number = hex_str[i * (bits_per_number // 4) : (i+1) * (bits_per_number // 4)]
# write the separator between numbers except for the last one
if i != num_numbers - 1:
hex_number += '//'
f.write(hex_number + '\n')
print(f"time needed in seconds: {elapsed_time:.2f}. New filename: {new_filename}.") # console write
# Open the file in binary mode
with open(new_filename, 'rb') as f:
# Read the contents of the file as bytes
content = f.read()
# Convert the bytes to a string of binary digits
binary_str = ''.join(format(byte, '08b') for byte in content)
# Write the binary string back to the file with separators
with open(filename + '_binary.txt', 'w') as f:
for i in range(0, len(binary_str), bits_per_number):
binary_number = binary_str[i:i+bits_per_number]
f.write(binary_number + '')
# Open the file in binary mode
with open(filename + '_binary.txt', 'rb') as f:
# Read the contents of the file as bytes
content = f.read()
#print(content)
result = TotOnline.total_failure_test(content)
print(result[0])
print(result[1])
result = TotOnline.block_frequency_test(content)
print(result[0])
print(result[1])
result = TotOnline.longest_one_block_test(content)
print(result[0])
print(result[1])
result = TotOnline.monobit_test(content)
print(result[0])
print(result[1])
result = TotOnline.run_test(content)
print(result[0])
print(result[1])
end_time_ges = time.time()
elapsed_time_ges = end_time_ges - start_time_ges
seconds_ges = int(elapsed_time_ges)
milliseconds_ges = int((elapsed_time_ges % 1) * 1000)
print(elapsed_time_ges)

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@ -0,0 +1,80 @@
from math import fabs as fabs
from math import sqrt as sqrt
import os
import serial
import time
from StartUpTest import StartUPTest
from TotOnline import TotOnline
ser = serial.Serial('/dev/ttyACM0', 115200) # change port to input port from arduino
# define the number of numbers and bits per number to generate
num_numbers = 4
bits_per_number = 5000
# calculate the total file size in bits
filesize = num_numbers * bits_per_number
# define the filename
filename = f'{num_numbers}numbers_{bits_per_number}bits'
start_time = time.time() # start time of read
with open(filename + '.bin', 'wb') as file:
for i in range(num_numbers):
# write the separator between numbers except for the last one
if i != num_numbers - 1:
file.write(b'' + b'')
for j in range(bits_per_number // 8):
# read one byte from the serial port
byte = ser.read(1)
file.write(byte)
end_time = time.time() # end time of read
elapsed_time = end_time - start_time
seconds = int(elapsed_time)
milliseconds = int((elapsed_time % 1) * 1000)
new_filename = f"{filename}_TimeInSeconds_{seconds}_{milliseconds}.bin" # filename in format filename_seconds_milliseconds as txt with needed time to finish read
os.rename(filename + '.bin', new_filename) # change filename to new filename
# Open the file in binary mode
with open(new_filename, 'rb') as f:
# Read the contents of the file as bytes
content = f.read()
result = StartUPTest.monobit_test(content)
print(result[0])
print(result[1])
result = StartUPTest.autocorrelation_test(content)
print(result[1])
# Convert the bytes to a string of hexadecimal digits with zero padding
hex_str = ''.join(format(byte, '02x') for byte in content).zfill(num_numbers * (bits_per_number // 4))
# Write the hex string to the file with separators and newlines
with open(filename + '.txt', 'w') as f:
for i in range(num_numbers):
hex_number = hex_str[i * (bits_per_number // 4) : (i+1) * (bits_per_number // 4)]
# write the separator between numbers except for the last one
if i != num_numbers - 1:
hex_number += '//'
f.write(hex_number + '\n')
print(f"time needed in seconds: {elapsed_time:.2f}. New filename: {new_filename}.") # console write
# Open the file in binary mode
with open(new_filename, 'rb') as f:
# Read the contents of the file as bytes
content = f.read()
# Convert the bytes to a string of binary digits
binary_str = ''.join(format(byte, '08b') for byte in content)
# Write the binary string back to the file with separators
with open(filename + '_binary.txt', 'w') as f:
for i in range(0, len(binary_str), bits_per_number):
binary_number = binary_str[i:i+bits_per_number]
f.write(binary_number + '\n')