Add fuzzing programming cycle tests
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test/test_fuzzing.py
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test/test_fuzzing.py
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#
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# Copyright (c) 2017 Grigori Goronzy <greg@chown.ath.cx>
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#
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# Permission is hereby granted, free of charge, to any person obtaining a copy
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# of this software and associated documentation files (the "Software"), to deal
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# in the Software without restriction, including without limitation the rights
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# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# copies of the Software, and to permit persons to whom the Software is
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# furnished to do so, subject to the following conditions:
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#
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# The above copyright notice and this permission notice shall be included in all
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# copies or substantial portions of the Software.
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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# SOFTWARE.
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#
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"""Tests with fuzzing of input data"""
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import random
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import sys
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import unittest
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from unittest.mock import patch
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import yaml
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import stcgal.frontend
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import stcgal.protocols
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from test.test_program import get_default_opts, convert_to_bytes
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class ByteArrayFuzzer:
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"""Fuzzer for byte arrays"""
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def __init__(self):
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self.rng = random.Random()
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self.cut_propability = 0.01 # probability for cutting off an array early
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self.cut_min = 0 # minimum cut amount
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self.cut_max = sys.maxsize # maximum cut amount
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self.bitflip_probability = 0.0001 # probability for flipping a bit
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self.randomize_probability = 0.001 # probability for randomizing a char
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def fuzz(self, inp):
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"""Fuzz an array of bytes according to predefined settings"""
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arr = bytearray(inp)
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arr = self.cut_off(arr)
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self.randomize(arr)
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return bytes(arr)
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def randomize(self, arr):
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"""Randomize array contents with bitflips and random bytes"""
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for i, _ in enumerate(arr):
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for j in range(8):
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if self.rng.random() < self.bitflip_probability:
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arr[i] ^= (1 << j)
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if self.rng.random() < self.randomize_probability:
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arr[i] = self.rng.getrandbits(8)
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def cut_off(self, arr):
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"""Cut off data from end of array"""
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if self.rng.random() < self.cut_propability:
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cut_limit = min(len(arr), self.cut_max)
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cut_len = self.rng.randrange(self.cut_min, cut_limit)
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arr = arr[0:len(arr) - cut_len]
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return arr
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class TestProgramFuzzed(unittest.TestCase):
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"""Special programming cycle tests that use a fuzzing approach"""
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@patch("stcgal.protocols.StcBaseProtocol.read_packet")
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@patch("stcgal.protocols.Stc89Protocol.write_packet")
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@patch("stcgal.protocols.serial.Serial", autospec=True)
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@patch("stcgal.protocols.time.sleep")
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@patch("sys.stdout")
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@patch("sys.stderr")
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def test_program_fuzz(self, err, out, sleep_mock, serial_mock, write_mock, read_mock):
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"""Test programming cycles with fuzzing enabled"""
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yml = [
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"./test/iap15f2k61s2.yml",
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"./test/stc12c2052ad.yml",
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"./test/stc15w4k56s4.yml",
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"./test/stc12c5a60s2.yml",
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"./test/stc89c52rc.yml",
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"./test/stc15l104w.yml",
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"./test/stc15f104e.yml",
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]
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fuzzer = ByteArrayFuzzer()
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fuzzer.cut_propability = 0.01
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fuzzer.bitflip_probability = 0.005
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fuzzer.rng = random.Random(1)
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for y in yml:
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with self.subTest(msg="trace {}".format(y)):
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self.single_fuzz(y, serial_mock, fuzzer, read_mock, err, out,
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sleep_mock, write_mock)
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def single_fuzz(self, yml, serial_mock, fuzzer, read_mock, err, out, sleep_mock, write_mock):
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"""Test a single programming cycle with fuzzing"""
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with open(yml) as test_file:
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test_data = yaml.load(test_file.read())
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for _ in range(1000):
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with self.subTest():
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opts = get_default_opts()
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opts.protocol = test_data["protocol"]
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opts.code_image.read.return_value = bytes(test_data["code_data"])
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serial_mock.return_value.inWaiting.return_value = 1
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fuzzed_responses = []
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for arr in convert_to_bytes(test_data["responses"]):
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fuzzed_responses.append(fuzzer.fuzz(arr))
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read_mock.side_effect = fuzzed_responses
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gal = stcgal.frontend.StcGal(opts)
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self.assertGreaterEqual(gal.run(), 0)
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err.reset_mock()
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out.reset_mock()
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sleep_mock.reset_mock()
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serial_mock.reset_mock()
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write_mock.reset_mock()
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read_mock.reset_mock()
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