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# -*- coding: utf-8 -*- |
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# Copyright 2018 by Christopher C. Little. |
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# This file is part of Abydos. |
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# |
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# Abydos is free software: you can redistribute it and/or modify |
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# it under the terms of the GNU General Public License as published by |
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# the Free Software Foundation, either version 3 of the License, or |
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# (at your option) any later version. |
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# |
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# Abydos is distributed in the hope that it will be useful, |
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# but WITHOUT ANY WARRANTY; without even the implied warranty of |
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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# GNU General Public License for more details. |
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# |
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# You should have received a copy of the GNU General Public License |
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# along with Abydos. If not, see <http://www.gnu.org/licenses/>. |
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"""abydos.tests.fuzz.test_fingerprint. |
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This module contains fuzz tests for abydos.fingerprint |
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""" |
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import codecs |
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import os |
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import random |
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import unittest |
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from abydos.fingerprint import count_fingerprint, occurrence_fingerprint, \ |
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occurrence_halved_fingerprint, omission_key, phonetic_fingerprint, \ |
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position_fingerprint, qgram_fingerprint, skeleton_key, str_fingerprint, \ |
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synoname_toolcode |
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from . import fuzz, random_char |
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algorithms = {'str_fingerprint': str_fingerprint, |
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'qgram_fingerprint': qgram_fingerprint, |
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'qgram_fingerprint_3': |
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lambda name: qgram_fingerprint(name, qval=3), |
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'qgram_fingerprint_ssj': |
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lambda name: |
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qgram_fingerprint(name, start_stop='$#', joiner=' '), |
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'phonetic_fingerprint': phonetic_fingerprint, |
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'skeleton_key': skeleton_key, |
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'omission_key': omission_key, |
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'occurrence_fingerprint': occurrence_fingerprint, |
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'occurrence_halved_fingerprint': occurrence_halved_fingerprint, |
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'count_fingerprint': count_fingerprint, |
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'position_fingerprint': position_fingerprint, |
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'synoname_toolcode': synoname_toolcode, |
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'synoname_toolcode_2name': |
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lambda name: synoname_toolcode(name, name)} |
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TESTDIR = os.path.dirname(__file__) |
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EXTREME_TEST = False # Set to True to test EVERY single case (NB: takes hours) |
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if not EXTREME_TEST and os.path.isfile(TESTDIR + '/EXTREME_TEST'): |
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# EXTREME_TEST file detected -- switching to EXTREME_TEST mode... |
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EXTREME_TEST = True |
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if not EXTREME_TEST and os.path.isfile(TESTDIR + '/../EXTREME_TEST'): |
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# EXTREME_TEST file detected -- switching to EXTREME_TEST mode... |
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EXTREME_TEST = True |
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class BigListOfNaughtyStringsTestCases(unittest.TestCase): |
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"""Test each fingerprint algorithm against the BLNS set. |
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Here, we test each algorithm against each string, but we only care that it |
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does not result in an exception. |
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While not actually a fuzz test, this does serve the purpose of looking for |
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errors resulting from unanticipated input. |
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""" |
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def test_blns(self): |
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"""Test each fingerprint algorithm against the BLNS set.""" |
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blns = [] |
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with codecs.open(TESTDIR+'/corpora/blns.txt', encoding='UTF-8') as nsf: |
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for line in nsf: |
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line = line[:-1] |
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if line and line[0] != '#': |
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blns.append(line) |
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for algo in algorithms: |
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for ns in blns: |
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try: |
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algorithms[algo](ns) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for BLNS: {}' |
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.format(inst, algo, ns)) |
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class FuzzedWordsTestCases(unittest.TestCase): |
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"""Test each fingerprint algorithm against the base words set.""" |
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reps = 100000 * (100 if EXTREME_TEST else 1) |
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basewords = [] |
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with codecs.open(TESTDIR + '/corpora/basewords.txt', |
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encoding='UTF-8') as basewords_file: |
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for line in basewords_file: |
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line = line[:-1] |
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if line: |
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basewords.append(line) |
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def fuzz_test_base(self): |
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"""Test each fingerprint algorithm against the unfuzzed base words.""" |
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for algo in algorithms: |
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for word in self.basewords: |
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try: |
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algorithms[algo](word) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for word: {}' |
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.format(inst, algo, word)) |
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View Code Duplication |
def fuzz_test_20pct(self): |
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"""Fuzz test fingerprint algorithms against 20% fuzzed words.""" |
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for _ in range(self.reps): |
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fuzzed = fuzz(random.choice(self.basewords), fuzziness=0.2) |
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if EXTREME_TEST: |
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algs = list(algorithms.keys()) |
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else: |
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algs = random.choices(list(algorithms.keys()), k=5) |
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for algo in algs: |
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try: |
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algorithms[algo](fuzzed) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for word: {}' |
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.format(inst, algo, fuzzed)) |
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View Code Duplication |
def fuzz_test_100pct(self): |
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"""Fuzz test fingerprint algorithms against 100% fuzzed words.""" |
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for _ in range(self.reps): |
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fuzzed = fuzz(random.choice(self.basewords), fuzziness=1) |
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if EXTREME_TEST: |
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algs = list(algorithms.keys()) |
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else: |
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algs = random.choices(list(algorithms.keys()), k=5) |
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for algo in algs: |
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try: |
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algorithms[algo](fuzzed) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for word: {}' |
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.format(inst, algo, fuzzed)) |
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View Code Duplication |
def fuzz_test_fuzz_bmp(self): |
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"""Fuzz test fingerprint algorithms against BMP fuzz.""" |
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for _ in range(self.reps): |
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fuzzed = ''.join(random_char(0xffff) for _ in |
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range(0, random.randint(8, 16))) |
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if EXTREME_TEST: |
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algs = list(algorithms.keys()) |
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else: |
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algs = random.choices(list(algorithms.keys()), k=5) |
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for algo in algs: |
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try: |
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algorithms[algo](fuzzed) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for word: {}' |
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.format(inst, algo, fuzzed)) |
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View Code Duplication |
def fuzz_test_fuzz_bmpsmp_letter(self): |
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"""Fuzz test fingerprint algorithms against alphabetic BMP+SMP fuzz.""" |
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for _ in range(self.reps): |
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fuzzed = ''.join(random_char(0x1ffff, ' LETTER ') for _ in |
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range(0, random.randint(8, 16))) |
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if EXTREME_TEST: |
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algs = list(algorithms.keys()) |
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else: |
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algs = random.choices(list(algorithms.keys()), k=5) |
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for algo in algs: |
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try: |
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algorithms[algo](fuzzed) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for word: {}' |
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.format(inst, algo, fuzzed)) |
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View Code Duplication |
def fuzz_test_fuzz_bmpsmp_latin(self): |
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"""Fuzz test fingerprint algorithms against Latin BMP+SMP fuzz.""" |
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for _ in range(self.reps): |
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fuzzed = ''.join(random_char(0x1ffff, 'LATIN ') for _ in |
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range(0, random.randint(8, 16))) |
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if EXTREME_TEST: |
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algs = list(algorithms.keys()) |
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else: |
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algs = random.choices(list(algorithms.keys()), k=5) |
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for algo in algs: |
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try: |
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algorithms[algo](fuzzed) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for word: {}' |
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.format(inst, algo, fuzzed)) |
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View Code Duplication |
def fuzz_test_fuzz_unicode(self): |
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"""Fuzz test fingerprint algorithms against valid Unicode fuzz.""" |
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for _ in range(self.reps): |
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fuzzed = ''.join(random_char() for _ in |
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range(0, random.randint(8, 16))) |
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if EXTREME_TEST: |
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algs = list(algorithms.keys()) |
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else: |
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algs = random.choices(list(algorithms.keys()), k=5) |
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for algo in algs: |
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try: |
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algorithms[algo](fuzzed) |
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except Exception as inst: |
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self.fail('Exception "{}" thrown by {} for word: {}' |
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.format(inst, algo, fuzzed)) |
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if __name__ == '__main__': |
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unittest.main() |
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