File: test_ghostwriter.py

package info (click to toggle)
python-hypothesis 6.138.0-1
  • links: PTS, VCS
  • area: main
  • in suites: sid
  • size: 15,272 kB
  • sloc: python: 62,853; ruby: 1,107; sh: 253; makefile: 41; javascript: 6
file content (522 lines) | stat: -rw-r--r-- 15,806 bytes parent folder | download
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
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
# 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 ast
import enum
import json
import re
import socket
import unittest
import unittest.mock
from collections.abc import KeysView, Sequence, Sized, ValuesView
from decimal import Decimal
from pathlib import Path
from textwrap import dedent
from types import FunctionType, ModuleType
from typing import Any, Union

import attr
import click
import pytest

from hypothesis import HealthCheck, assume, settings
from hypothesis.errors import InvalidArgument, Unsatisfiable
from hypothesis.extra import cli, ghostwriter
from hypothesis.internal.compat import BaseExceptionGroup
from hypothesis.strategies import builds, from_type, just, lists
from hypothesis.strategies._internal.core import from_regex
from hypothesis.strategies._internal.lazy import LazyStrategy

varied_excepts = pytest.mark.parametrize("ex", [(), ValueError, (TypeError, re.error)])


pytestmark = pytest.mark.skipif(
    settings._current_profile == "threading",
    reason="ghostwriter is not thread safe",
)


def get_test_function(source_code, settings_decorator=lambda fn: fn):
    # A helper function to get the dynamically-defined test function.
    # Note that this also tests that the module is syntatically-valid,
    # AND free from undefined names, import problems, and so on.
    namespace = {}
    try:
        exec(source_code, namespace)
    except Exception:
        print(f"************\n{source_code}\n************")
        raise
    tests = [
        v
        for k, v in namespace.items()
        if k.startswith(("test_", "Test")) and not isinstance(v, ModuleType)
    ]
    assert len(tests) == 1, tests
    return settings_decorator(tests[0])


@pytest.mark.parametrize(
    "badness", ["not an exception", BaseException, [ValueError], (Exception, "bad")]
)
def test_invalid_exceptions(badness):
    with pytest.raises(InvalidArgument):
        ghostwriter._check_except(badness)


def test_style_validation():
    ghostwriter._check_style("pytest")
    ghostwriter._check_style("unittest")
    with pytest.raises(InvalidArgument):
        ghostwriter._check_style("not a valid style")


def test_strategies_with_invalid_syntax_repr_as_nothing():
    msg = "$$ this repr is not Python syntax $$"

    class NoRepr:
        def __repr__(self):
            return msg

    s = just(NoRepr())
    assert repr(s) == f"just({msg})"
    assert ghostwriter._valid_syntax_repr(s)[1] == "nothing()"


class AnEnum(enum.Enum):
    a = "value of AnEnum.a"
    b = "value of AnEnum.b"


def takes_enum(foo=AnEnum.a):
    # This can only fail if we use the default argument to guess
    # that any instance of that enum type should be allowed.
    assert foo != AnEnum.b


def test_ghostwriter_exploits_arguments_with_enum_defaults():
    source_code = ghostwriter.fuzz(takes_enum)
    test = get_test_function(source_code)
    with pytest.raises(AssertionError):
        test()


def timsort(seq: Sequence[int]) -> list[int]:
    return sorted(seq)


def non_type_annotation(x: 3):  # type: ignore
    pass


def annotated_any(x: Any):
    pass


space_in_name = type("a name", (type,), {"__init__": lambda self: None})


class NotResolvable:
    def __init__(self, unannotated_required):
        pass


def non_resolvable_arg(x: NotResolvable):
    pass


def test_flattens_one_of_repr():
    strat = from_type(Union[int, Sequence[int]])
    assert repr(strat).count("one_of(") == 2
    assert ghostwriter._valid_syntax_repr(strat)[1].count("one_of(") == 1


def takes_keys(x: KeysView[int]) -> None:
    pass


def takes_values(x: ValuesView[int]) -> None:
    pass


def takes_match(x: re.Match[bytes]) -> None:
    pass


def takes_pattern(x: re.Pattern[str]) -> None:
    pass


def takes_sized(x: Sized) -> None:
    pass


def takes_frozensets(a: frozenset[int], b: frozenset[int]) -> None:
    pass


@attr.s()
class Foo:
    foo: str = attr.ib()


def takes_attrs_class(x: Foo) -> None:
    pass


@varied_excepts
@pytest.mark.parametrize(
    "func",
    [
        re.compile,
        json.loads,
        json.dump,
        timsort,
        ast.literal_eval,
        non_type_annotation,
        annotated_any,
        space_in_name,
        non_resolvable_arg,
        takes_keys,
        takes_values,
        takes_match,
        takes_pattern,
        takes_sized,
        takes_frozensets,
        takes_attrs_class,
    ],
)
def test_ghostwriter_fuzz(func, ex):
    source_code = ghostwriter.fuzz(func, except_=ex)
    get_test_function(source_code)


def test_socket_module():
    source_code = ghostwriter.magic(socket)
    exec(source_code, {})


def test_binary_op_also_handles_frozensets():
    # Using str.replace in a loop would convert `frozensets()` into
    # `st.frozenst.sets()` instead of `st.frozensets()`; fixed with re.sub.
    source_code = ghostwriter.binary_operation(takes_frozensets)
    exec(source_code, {})


@varied_excepts
@pytest.mark.parametrize(
    "func", [re.compile, json.loads, json.dump, timsort, ast.literal_eval]
)
def test_ghostwriter_unittest_style(func, ex):
    source_code = ghostwriter.fuzz(func, except_=ex, style="unittest")
    assert issubclass(get_test_function(source_code), unittest.TestCase)


def no_annotations(foo=None, *, bar=False):
    pass


def test_inference_from_defaults_and_none_booleans_reprs_not_just_and_sampled_from():
    source_code = ghostwriter.fuzz(no_annotations)
    assert "@given(foo=st.none(), bar=st.booleans())" in source_code


def hopefully_hashable(foo: set[Decimal]):
    pass


def test_no_hashability_filter():
    # In from_type, we ordinarily protect users from really weird cases like
    # `Decimal('snan')` - a unhashable value of a hashable type - but in the
    # ghostwriter we instead want to present this to the user for an explicit
    # decision.  They can pass `allow_nan=False`, fix their custom type's
    # hashing logic, or whatever else; simply doing nothing will usually work.
    source_code = ghostwriter.fuzz(hopefully_hashable)
    assert "@given(foo=st.sets(st.decimals()))" in source_code
    assert "_can_hash" not in source_code


@pytest.mark.parametrize(
    "gw,args",
    [
        (ghostwriter.fuzz, ["not callable"]),
        (ghostwriter.idempotent, ["not callable"]),
        (ghostwriter.roundtrip, []),
        (ghostwriter.roundtrip, ["not callable"]),
        (ghostwriter.equivalent, [sorted]),
        (ghostwriter.equivalent, [sorted, "not callable"]),
    ],
)
def test_invalid_func_inputs(gw, args):
    with pytest.raises(InvalidArgument):
        gw(*args)


class A:
    @classmethod
    def to_json(cls, obj: Union[dict, list]) -> str:
        return json.dumps(obj)

    @classmethod
    def from_json(cls, obj: str) -> Union[dict, list]:
        return json.loads(obj)

    @staticmethod
    def static_sorter(seq: Sequence[int]) -> list[int]:
        return sorted(seq)


@pytest.mark.parametrize(
    "gw,args",
    [
        (ghostwriter.fuzz, [A.static_sorter]),
        (ghostwriter.idempotent, [A.static_sorter]),
        (ghostwriter.roundtrip, [A.to_json, A.from_json]),
        (ghostwriter.equivalent, [A.to_json, json.dumps]),
    ],
)
def test_class_methods_inputs(gw, args):
    source_code = gw(*args)
    get_test_function(source_code)()


def test_run_ghostwriter_fuzz():
    # Our strategy-guessing code works for all the arguments to sorted,
    # and we handle positional-only arguments in calls correctly too.
    source_code = ghostwriter.fuzz(sorted)
    assert "st.nothing()" not in source_code
    get_test_function(source_code)()


class MyError(UnicodeDecodeError):
    pass


@pytest.mark.parametrize(
    "exceptions,output",
    [
        # Discard subclasses of other exceptions to catch, including non-builtins,
        # and replace OSError aliases with OSError.
        ((Exception, UnicodeError), "Exception"),
        ((UnicodeError, MyError), "UnicodeError"),
        ((IOError,), "OSError"),
        ((IOError, UnicodeError), "(OSError, UnicodeError)"),
    ],
)
def test_exception_deduplication(exceptions, output):
    _, body = ghostwriter._make_test_body(
        lambda: None,
        ghost="",
        test_body="pass",
        except_=exceptions,
        style="pytest",
        annotate=False,
    )
    assert f"except {output}:" in body


def test_run_ghostwriter_roundtrip():
    # This test covers the whole lifecycle: first, we get the default code.
    # The first argument is unknown, so we fail to draw from st.nothing()
    source_code = ghostwriter.roundtrip(json.dumps, json.loads)
    with pytest.raises(Unsatisfiable):
        get_test_function(source_code)()

    # Replacing that nothing() with a strategy for JSON allows us to discover
    # two possible failures: `nan` is not equal to itself, and if dumps is
    # passed allow_nan=False it is a ValueError to pass a non-finite float.
    source_code = source_code.replace(
        "st.nothing()",
        "st.recursive(st.one_of(st.none(), st.booleans(), st.floats(), st.text()), "
        "lambda v: st.lists(v, max_size=2) | st.dictionaries(st.text(), v, max_size=2)"
        ", max_leaves=2)",
    )
    s = settings(deadline=None, suppress_health_check=[HealthCheck.too_slow])
    try:
        get_test_function(source_code, settings_decorator=s)()
    except (AssertionError, ValueError, BaseExceptionGroup):
        pass

    # Finally, restricting ourselves to finite floats makes the test pass!
    source_code = source_code.replace(
        "st.floats()", "st.floats(allow_nan=False, allow_infinity=False)"
    )
    get_test_function(source_code, settings_decorator=s)()


@varied_excepts
@pytest.mark.parametrize("func", [sorted, timsort])
def test_ghostwriter_idempotent(func, ex):
    source_code = ghostwriter.idempotent(func, except_=ex)
    test = get_test_function(source_code)
    if "=st.nothing()" in source_code:
        with pytest.raises(Unsatisfiable):
            test()
    else:
        test()


def test_overlapping_args_use_union_of_strategies():
    def f(arg: int) -> None:
        pass

    def g(arg: float) -> None:
        pass

    source_code = ghostwriter.equivalent(f, g)
    assert "arg=st.one_of(st.integers(), st.floats())" in source_code


def test_module_with_mock_does_not_break():
    # Before we added an explicit check for unspec'd mocks, they would pass
    # through the initial validation and then fail when used in more detailed
    # logic in the ghostwriter machinery.
    ghostwriter.magic(unittest.mock)


def compose_types(x: type, y: type):
    pass


def test_unrepr_identity_elem():
    # Works with inferred identity element
    source_code = ghostwriter.binary_operation(compose_types)
    exec(source_code, {})
    # and also works with explicit identity element
    source_code = ghostwriter.binary_operation(compose_types, identity=type)
    exec(source_code, {})


@pytest.mark.parametrize(
    "strategy, imports",
    # The specifics don't matter much here; we're just demonstrating that
    # we can walk the strategy and collect all the objects to import.
    [
        # Lazy from_type() is handled without being unwrapped
        (LazyStrategy(from_type, (enum.Enum,), {}), {("enum", "Enum")}),
        # Mapped, filtered, and flatmapped check both sides of the method
        (
            builds(enum.Enum).map(Decimal),
            {("enum", "Enum"), ("decimal", "Decimal")},
        ),
        (
            builds(enum.Enum).flatmap(Decimal),
            {("enum", "Enum"), ("decimal", "Decimal")},
        ),
        (
            builds(enum.Enum).filter(Decimal).filter(re.compile),
            {("enum", "Enum"), ("decimal", "Decimal"), ("re", "compile")},
        ),
        # one_of() strategies recurse into all the branches
        (
            builds(enum.Enum) | builds(Decimal) | builds(re.compile),
            {("enum", "Enum"), ("decimal", "Decimal"), ("re", "compile")},
        ),
        # and builds() checks the arguments as well as the target
        (
            builds(enum.Enum, builds(Decimal), kw=builds(re.compile)),
            {("enum", "Enum"), ("decimal", "Decimal"), ("re", "compile")},
        ),
        # lists recurse on imports
        (
            lists(builds(Decimal)),
            {("decimal", "Decimal")},
        ),
        # find the needed import for from_regex if needed
        (
            from_regex(re.compile(".+")),
            {"re"},
        ),
        # but don't add superfluous imports
        (
            from_regex(".+"),
            set(),
        ),
    ],
)
def test_get_imports_for_strategy(strategy, imports):
    assert ghostwriter._imports_for_strategy(strategy) == imports


@pytest.fixture
def temp_script_file():
    """Fixture to yield a Path to a temporary file in the local directory. File name will end
    in .py and will include an importable function.
    """
    p = Path("my_temp_script.py")
    if p.exists():
        raise FileExistsError(f"Did not expect {p} to exist during testing")
    p.write_text(
        dedent(
            """
            def say_hello():
                print("Hello world!")
            """
        ),
        encoding="utf-8",
    )
    yield p
    p.unlink()


@pytest.fixture
def temp_script_file_with_py_function():
    """Fixture to yield a Path to a temporary file in the local directory. File name will end
    in .py and will include an importable function named "py"
    """
    p = Path("my_temp_script_with_py_function.py")
    if p.exists():
        raise FileExistsError(f"Did not expect {p} to exist during testing")
    p.write_text(
        dedent(
            """
            def py():
                print('A function named "py" has been called')
            """
        ),
        encoding="utf-8",
    )
    yield p
    p.unlink()


def test_obj_name(temp_script_file, temp_script_file_with_py_function):
    # Module paths (strings including a "/") should raise a meaningful UsageError
    with pytest.raises(click.exceptions.UsageError) as e:
        cli.obj_name("mydirectory/myscript.py")
    assert e.match(
        "Remember that the ghostwriter should be passed the name of a module, not a path."
    )
    # Windows paths (strings including a "\") should also raise a meaningful UsageError
    with pytest.raises(click.exceptions.UsageError) as e:
        cli.obj_name(R"mydirectory\myscript.py")
    assert e.match(
        "Remember that the ghostwriter should be passed the name of a module, not a path."
    )
    # File names of modules (strings ending in ".py") should raise a meaningful UsageError
    with pytest.raises(click.exceptions.UsageError) as e:
        cli.obj_name("myscript.py")
    assert e.match(
        "Remember that the ghostwriter should be passed the name of a module, not a file."
    )
    # File names of modules (strings ending in ".py") that exist should get a suggestion
    with pytest.raises(click.exceptions.UsageError) as e:
        cli.obj_name(str(temp_script_file))
    assert e.match(
        "Remember that the ghostwriter should be passed the name of a module, not a file."
        f"\n\tTry: hypothesis write {temp_script_file.stem}"
    )
    # File names of modules (strings ending in ".py") that define a py function should succeed
    assert isinstance(
        cli.obj_name(str(temp_script_file_with_py_function)), FunctionType
    )


def test_gets_public_location_not_impl_location():
    assert ghostwriter._get_module(assume) == "hypothesis"  # not "hypothesis.control"