import os, sys import ctypes as C import argparse import binascii import numpy as np import timeit import statistics lib = C.CDLL('rslib.so') lib.rslib_encode.argtypes = [C.c_int, C.c_size_t, C.POINTER(C.c_char), C.POINTER(C.c_char)] lib.rslib_decode.argtypes = [C.c_int, C.c_size_t, C.POINTER(C.c_char)] lib.rslib_gexp.argtypes = [C.c_int, C.c_int] lib.rslib_gexp.restype = C.c_int lib.rslib_decode.restype = C.c_int lib.rslib_npar.restype = C.c_size_t def npar(): return lib.rslib_npar() def encode(data: bytes, nbits=8): out = C.create_string_buffer(len(data) + lib.rslib_npar()) lib.rslib_encode(nbits, len(data), data, out) return out.raw def decode(data: bytes, nbits=8): inout = C.create_string_buffer(data) lib.rslib_decode(nbits, len(data), inout) return inout.raw[:-lib.rslib_npar() - 1] def cmdline_func_test(args, print=lambda *args, **kwargs: None, benchmark=False): st = np.random.RandomState(seed=args.seed) lfsr = [lib.rslib_gexp(i, args.bits) for i in range(2**args.bits - 1)] print('LFSR', len(set(lfsr)), lfsr) assert all(0 < x < 2**args.bits for x in lfsr) assert len(set(lfsr)) == 2**args.bits - 1 print('Seed', args.seed) for i in range(args.repeat): print(f'Run {i}') test_data = bytes(st.randint(2**args.bits, size=args.message_length, dtype=np.uint8)) print(' Raw:', binascii.hexlify(test_data).decode()) encoded = encode(test_data, nbits=args.bits) print(' Encoded:', binascii.hexlify(encoded).decode()) indices = st.permutation(len(encoded)) encoded = list(encoded) for pos in indices[:args.errors]: encoded[pos] = st.randint(2**args.bits) encoded = bytes(encoded) print(' Modified:', ''.join(f'\033[91m{b:02x}\033[0m' if pos in indices[:args.errors] else f'{b:02x}' for pos, b in enumerate(encoded))) if benchmark: rpt = 10000 delta = timeit.timeit('decode(encoded, nbits=args.bits)', globals={'args': args, 'decode': decode, 'encoded': encoded}, number=rpt)/rpt print(f'Decoding runtime: {delta*1e6:.3f}μs') decoded = decode(encoded, nbits=args.bits) print(' Decoded:', binascii.hexlify(decoded).decode()) print(' Delta:', binascii.hexlify( bytes(x^y for x, y in zip(test_data, decoded)) ).decode().replace('0', '.')) assert test_data == decoded def cmdline_func_encode(args, **kwargs): data = np.frombuffer(binascii.unhexlify(args.hex_str), dtype=np.uint8) # Map 8 bit input to 6 bit symbol string data = np.packbits(np.pad(np.unpackbits(data).reshape((-1, 6)), ((0,0),(2, 0))).flatten()) encoded = encode(data.tobytes(), nbits=args.bits) print('symbol array:', ', '.join(f'0x{x:02x}' for x in encoded)) print('hex string:', binascii.hexlify(encoded).decode()) if __name__ == '__main__': parser = argparse.ArgumentParser() cmd_parser = parser.add_subparsers(required=True) test_parser = cmd_parser.add_parser('test', help='Test reed-solomon implementation') test_parser.add_argument('-m', '--message-length', type=int, default=6, help='Test message (plaintext) length in bytes') test_parser.add_argument('-e', '--errors', type=int, default=2, help='Number of byte errors to insert into simulation') test_parser.add_argument('-r', '--repeat', type=int, default=1000, help='Repeat experiment -r times') test_parser.add_argument('-b', '--bits', type=int, default=8, help='Symbol bit size') test_parser.add_argument('-s', '--seed', type=int, default=0, help='Random seed') test_parser.set_defaults(func=cmdline_func_test) enc_parser = cmd_parser.add_parser('encode', help='RS-Encode given hex string') enc_parser.set_defaults(func=cmdline_func_encode) enc_parser.add_argument('-b', '--bits', type=int, default=8, help='Symbol bit size') enc_parser.add_argument('hex_str', type=str, help='Input data as hex string') args = parser.parse_args() args.func(args)