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Merge pull request #81 from MaxG87/master
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Add property-based fuzz test
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sigmavirus24 committed Apr 2, 2021
2 parents 7c54a18 + 80794d3 commit 2d4dd94
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Showing 3 changed files with 45 additions and 0 deletions.
1 change: 1 addition & 0 deletions .gitignore
@@ -1,5 +1,6 @@
*.egg
*.egg-info
*.py[cod]
.hypothesis/
.tox
dist
42 changes: 42 additions & 0 deletions test_mccabe.py
@@ -1,11 +1,17 @@
import unittest
import sys

try:
from StringIO import StringIO
except ImportError:
from io import StringIO

import pytest
try:
import hypothesmith
from hypothesis import HealthCheck, given, settings, strategies as st
except ImportError:
hypothesmith = None

import mccabe
from mccabe import get_code_complexity
Expand Down Expand Up @@ -233,5 +239,41 @@ def test_get_module_complexity(self):
self.assertEqual(0, mccabe.get_module_complexity("mccabe.py"))


# This test uses the Hypothesis and Hypothesmith libraries to generate random
# syntatically-valid Python source code and applies McCabe on it.
@settings(
max_examples=1000, # roughly 1k tests/minute, or half that under coverage
derandomize=False, # deterministic mode to avoid CI flakiness
deadline=None, # ignore Hypothesis' health checks; we already know that
suppress_health_check=HealthCheck.all(), # this is slow and filter-heavy.
)
@given(
# Note that while Hypothesmith might generate code unlike that written by
# humans, it's a general test that should pass for any *valid* source code.
# (so e.g. running it against code scraped of the internet might also help)
src_contents=hypothesmith.from_grammar() | hypothesmith.from_node(),
max_complexity=st.integers(min_value=1),
)
@pytest.mark.skipif(not hypothesmith, reason="hypothesmith could not be imported")
def test_idempotent_any_syntatically_valid_python(
src_contents: str, max_complexity: int
) -> None:
"""Property-based tests for mccabe.
This test case is based on a similar test for Black, the code formatter.
Black's test was written by Zac Hatfield-Dodds, the author of Hypothesis
and the Hypothesmith tool for source code generation. You can run this
file with `python`, `pytest`, or (soon) a coverage-guided fuzzer Zac is
working on.
"""

# Before starting, let's confirm that the input string is valid Python:
compile(src_contents, "<string>", "exec") # else bug is in hypothesmith

# Then try to apply get_complexity_number to the code...
get_code_complexity(src_contents, max_complexity)


if __name__ == "__main__":
test_idempotent_any_syntatically_valid_python()
unittest.main()
2 changes: 2 additions & 0 deletions tox.ini
Expand Up @@ -5,6 +5,8 @@ envlist =
[testenv]
deps =
pytest
hypothesis ; python_version >= "3.6"
hypothesmith ; python_version >= "3.6"
commands =
pytest

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