1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364
|
# This file is part of Hypothesis, which may be found at
# https://github.com/HypothesisWorks/hypothesis/
#
# Copyright the Hypothesis Authors.
# Individual contributors are listed in AUTHORS.rst and the git log.
#
# This Source Code Form is subject to the terms of the Mozilla Public License,
# v. 2.0. If a copy of the MPL was not distributed with this file, You can
# obtain one at https://mozilla.org/MPL/2.0/.
import pytest
from hypothesis import Phase, assume, given, settings, strategies as st, target
from hypothesis.database import InMemoryExampleDatabase
from hypothesis.errors import FlakyFailure
from hypothesis.internal.compat import ExceptionGroup
from hypothesis.internal.conjecture.engine import MIN_TEST_CALLS
from tests.common.utils import (
Why,
assert_output_contains_failure,
capture_out,
non_covering_examples,
xfail_on_crosshair,
)
def capture_reports(test):
with capture_out() as o:
# NOTE: For compatibility with Python 3.9's LL(1)
# parser, this is written as a nested with-statement,
# instead of a compound one.
with pytest.raises(ExceptionGroup) as err:
test()
return o.getvalue() + "\n\n".join(
f"{e!r}\n" + "\n".join(getattr(e, "__notes__", []))
for e in (err.value, *err.value.exceptions)
)
@xfail_on_crosshair(Why.symbolic_outside_context, strict=False)
def test_raises_multiple_failures_with_varying_type():
target = None
@settings(database=None, max_examples=100, report_multiple_bugs=True)
@given(st.integers())
def test(i):
nonlocal target
if abs(i) < 1000:
return
if target is None:
# Ensure that we have some space to shrink into, so we can't
# trigger an minimal example and mask the other exception type.
assume(1003 < abs(i))
target = i
exc_class = TypeError if target == i else ValueError
raise exc_class
output = capture_reports(test)
assert "TypeError" in output
assert "ValueError" in output
@pytest.mark.skipif(
settings().backend != "hypothesis", reason="no multiple failures on backends (yet?)"
)
def test_shows_target_scores_with_multiple_failures():
@settings(derandomize=True, max_examples=10_000)
@given(st.integers())
def test(i):
target(i)
assert i > 0
assert i < 0
assert "Highest target score:" in capture_reports(test)
@xfail_on_crosshair(Why.symbolic_outside_context, strict=False)
def test_raises_multiple_failures_when_position_varies():
target = None
@settings(max_examples=100, report_multiple_bugs=True)
@given(st.integers())
def test(i):
nonlocal target
if abs(i) < 1000:
return
if target is None:
target = i
if target == i:
raise ValueError("loc 1")
else:
raise ValueError("loc 2")
output = capture_reports(test)
assert "loc 1" in output
assert "loc 2" in output
@xfail_on_crosshair(Why.symbolic_outside_context, strict=False)
def test_replays_both_failing_values():
target = None
@settings(
database=InMemoryExampleDatabase(), max_examples=500, report_multiple_bugs=True
)
@given(st.integers())
def test(i):
nonlocal target
if abs(i) < 1000:
return
if target is None:
target = i
exc_class = TypeError if target == i else ValueError
raise exc_class
with pytest.raises(ExceptionGroup):
test()
with pytest.raises(ExceptionGroup):
test()
@xfail_on_crosshair(Why.symbolic_outside_context, strict=False)
@pytest.mark.parametrize("fix", [TypeError, ValueError])
def test_replays_slipped_examples_once_initial_bug_is_fixed(fix):
target = []
bug_fixed = False
@settings(
database=InMemoryExampleDatabase(), max_examples=500, report_multiple_bugs=True
)
@given(st.integers())
def test(i):
if abs(i) < 1000:
return
if not target:
target.append(i)
if i == target[0]:
if bug_fixed and fix == TypeError:
return
raise TypeError
if len(target) == 1:
target.append(i)
if bug_fixed and fix == ValueError:
return
if i == target[1]:
raise ValueError
with pytest.raises(ExceptionGroup):
test()
bug_fixed = True
with pytest.raises(ValueError if fix == TypeError else TypeError):
test()
@xfail_on_crosshair(Why.symbolic_outside_context, strict=False)
def test_garbage_collects_the_secondary_key():
target = []
bug_fixed = False
db = InMemoryExampleDatabase()
@settings(database=db, max_examples=500, report_multiple_bugs=True)
@given(st.integers())
def test(i):
if bug_fixed:
return
if abs(i) < 1000:
return
if not target:
target.append(i)
if i == target[0]:
raise TypeError
if len(target) == 1:
target.append(i)
if i == target[1]:
raise ValueError
with pytest.raises(ExceptionGroup):
test()
bug_fixed = True
def count():
return len(non_covering_examples(db))
prev = count()
while prev > 0:
test()
current = count()
assert current < prev
prev = current
def test_shrinks_both_failures():
first_has_failed = False
duds = set()
second_target = None
@settings(database=None, max_examples=1000, report_multiple_bugs=True)
@given(st.integers(min_value=0))
def test(i):
nonlocal first_has_failed, duds, second_target
if i >= 10000:
first_has_failed = True
raise AssertionError
assert i < 10000
if first_has_failed:
if second_target is None:
for j in range(10000):
if j not in duds:
second_target = j
break
# to avoid flaky errors, don't error on an input that we previously
# passed.
if i not in duds:
assert i < second_target
else:
duds.add(i)
output = capture_reports(test)
assert_output_contains_failure(output, test, i=10000)
assert_output_contains_failure(output, test, i=second_target)
@xfail_on_crosshair(Why.symbolic_outside_context, strict=False)
def test_handles_flaky_tests_where_only_one_is_flaky():
flaky_fixed = False
target = []
flaky_failed_once = False
@settings(
database=InMemoryExampleDatabase(), max_examples=1000, report_multiple_bugs=True
)
@given(st.integers())
def test(i):
nonlocal flaky_failed_once
if abs(i) < 1000:
return
if not target:
target.append(i)
if i == target[0]:
raise TypeError
if flaky_failed_once and not flaky_fixed:
return
if len(target) == 1:
target.append(i)
if i == target[1]:
flaky_failed_once = True
raise ValueError
with pytest.raises(ExceptionGroup) as err:
test()
assert any(isinstance(e, FlakyFailure) for e in err.value.exceptions)
flaky_fixed = True
with pytest.raises(ExceptionGroup) as err:
test()
assert not any(isinstance(e, FlakyFailure) for e in err.value.exceptions)
@pytest.mark.skipif(
settings().backend != "hypothesis", reason="no multiple failures on backends (yet?)"
)
@pytest.mark.parametrize("allow_multi", [True, False])
def test_can_disable_multiple_error_reporting(allow_multi):
seen = set()
@settings(database=None, derandomize=True, report_multiple_bugs=allow_multi)
@given(st.integers(min_value=0))
def test(i):
# We will pass on the minimal i=0, then fail with a large i, and eventually
# slip to i=1 and a different error. We check both seen and raised errors.
if i == 1:
seen.add(TypeError)
raise TypeError
elif i >= 2:
seen.add(ValueError)
raise ValueError
with pytest.raises(ExceptionGroup if allow_multi else TypeError):
test()
assert seen == {TypeError, ValueError}
@xfail_on_crosshair(Why.symbolic_outside_context, strict=False)
def test_finds_multiple_failures_in_generation():
special = None
seen = set()
@settings(
phases=[Phase.generate, Phase.shrink],
max_examples=100,
report_multiple_bugs=True,
)
@given(st.integers(min_value=0))
def test(x):
"""Constructs a test so the 10th largeish example we've seen is a
special failure, and anything new we see after that point that
is larger than it is a different failure. This demonstrates that we
can keep generating larger examples and still find new bugs after that
point."""
nonlocal special
if not special:
# don't mark duplicate inputs as special and thus erroring, to avoid
# flakiness where we passed the input the first time but failed it the
# second.
if len(seen) >= 10 and x <= 1000 and x not in seen:
special = x
else:
seen.add(x)
if special:
assert x in seen or x <= special
assert x != special
with pytest.raises(ExceptionGroup):
test()
def test_stops_immediately_if_not_report_multiple_bugs():
seen = set()
@settings(phases=[Phase.generate], report_multiple_bugs=False)
@given(st.integers())
def test(x):
seen.add(x)
raise AssertionError
with pytest.raises(AssertionError):
test()
assert len(seen) == 1
@pytest.mark.skipif(
settings().backend != "hypothesis", reason="unclear backend semantics"
)
def test_stops_immediately_on_replay():
seen = set()
@settings(database=InMemoryExampleDatabase(), phases=tuple(Phase)[:-1])
@given(st.integers())
def test(x):
seen.add(x)
assert x
# On the first run, we look for up to ten examples:
with pytest.raises(AssertionError):
test()
assert 1 < len(seen) <= MIN_TEST_CALLS
# With failing examples in the database, we stop at one.
seen.clear()
with pytest.raises(AssertionError):
test()
assert len(seen) == 1
|