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
|
# coding=utf-8
#
# This file is part of Hypothesis, which may be found at
# https://github.com/HypothesisWorks/hypothesis-python
#
# Most of this work is copyright (C) 2013-2016 David R. MacIver
# (david@drmaciver.com), but it contains contributions by others. See
# CONTRIBUTING.rst for a full list of people who may hold copyright, and
# consult the git log if you need to determine who owns an individual
# contribution.
#
# 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 http://mozilla.org/MPL/2.0/.
#
# END HEADER
from __future__ import division, print_function, absolute_import
import math
import decimal
import fractions
import pytest
import hypothesis.strategies as ds
from hypothesis import find, given, settings
from hypothesis.errors import InvalidArgument
from hypothesis.internal.reflection import nicerepr
def fn_test(*fnkwargs):
fnkwargs = list(fnkwargs)
return pytest.mark.parametrize(
('fn', 'args'), fnkwargs,
ids=[
'%s(%s)' % (fn.__name__, ', '.join(map(nicerepr, args)))
for fn, args in fnkwargs
]
)
def fn_ktest(*fnkwargs):
fnkwargs = list(fnkwargs)
return pytest.mark.parametrize(
('fn', 'kwargs'), fnkwargs,
ids=[
'%s(%s)' % (fn.__name__, ', '.join(sorted(
'%s=%r' % (k, v)
for k, v in kwargs.items()
)),)
for fn, kwargs in fnkwargs
]
)
@fn_ktest(
(ds.integers, {'min_value': float('nan')}),
(ds.integers, {'min_value': 2, 'max_value': 1}),
(ds.decimals, {'min_value': float('nan')}),
(ds.decimals, {'min_value': 2, 'max_value': 1}),
(ds.fractions, {'min_value': float('nan')}),
(ds.fractions, {'min_value': 2, 'max_value': 1}),
(ds.fractions, {'max_denominator': 0}),
(ds.lists, {}),
(ds.lists, {'average_size': '5'}),
(ds.lists, {'average_size': float('nan')}),
(ds.lists, {'min_size': 10, 'max_size': 9}),
(ds.lists, {'min_size': -10, 'max_size': -9}),
(ds.lists, {'max_size': -9}),
(ds.lists, {'max_size': 10}),
(ds.lists, {'min_size': -10}),
(ds.lists, {'max_size': 10, 'average_size': 20}),
(ds.lists, {'min_size': 1.0, 'average_size': 0.5}),
(ds.lists, {'elements': 'hi'}),
(ds.text, {'min_size': 10, 'max_size': 9}),
(ds.text, {'max_size': 10, 'average_size': 20}),
(ds.binary, {'min_size': 10, 'max_size': 9}),
(ds.binary, {'max_size': 10, 'average_size': 20}),
(ds.floats, {'min_value': float('nan')}),
(ds.floats, {'max_value': 0.0, 'min_value': 1.0}),
(ds.fixed_dictionaries, {'mapping': 'fish'}),
(ds.fixed_dictionaries, {'mapping': {1: 'fish'}}),
(ds.dictionaries, {'keys': ds.integers(), 'values': 1}),
(ds.dictionaries, {'keys': 1, 'values': ds.integers()}),
(ds.text, {'alphabet': '', 'min_size': 1}),
)
def test_validates_keyword_arguments(fn, kwargs):
with pytest.raises(InvalidArgument):
fn(**kwargs).example()
@fn_ktest(
(ds.integers, {'min_value': 0}),
(ds.integers, {'min_value': 11}),
(ds.integers, {'min_value': 11, 'max_value': 100}),
(ds.integers, {'max_value': 0}),
(ds.integers, {'min_value': decimal.Decimal('1.5')}),
(ds.integers, {'min_value': fractions.Fraction(1, 2)}),
(ds.decimals, {'min_value': 1.0, 'max_value': 1.5}),
(ds.decimals, {'min_value': decimal.Decimal('1.5')}),
(ds.decimals, {'min_value': fractions.Fraction(1, 3)}),
(ds.fractions, {
'min_value': -1, 'max_value': 1, 'max_denominator': 1000}),
(ds.fractions, {'min_value': 1.0}),
(ds.fractions, {'min_value': decimal.Decimal('1.0')}),
(ds.fractions, {'min_value': fractions.Fraction(1, 2)}),
(ds.lists, {'max_size': 0}),
(ds.lists, {'elements': ds.integers()}),
(ds.lists, {'elements': ds.integers(), 'max_size': 5}),
(ds.lists, {'elements': ds.booleans(), 'min_size': 5}),
(ds.lists, {'elements': ds.booleans(), 'min_size': 5, 'max_size': 10}),
(ds.lists, {
'average_size': 20, 'elements': ds.booleans(), 'max_size': 25}),
(ds.sets, {
'min_size': 10, 'max_size': 10, 'elements': ds.integers(),
}),
(ds.booleans, {}),
(ds.just, {'value': 'hi'}),
(ds.integers, {'min_value': 12, 'max_value': 12}),
(ds.floats, {}),
(ds.floats, {'min_value': 1.0}),
(ds.floats, {'max_value': 1.0}),
(ds.floats, {'max_value': 1.0, 'min_value': -1.0}),
(ds.sampled_from, {'elements': [1]}),
(ds.sampled_from, {'elements': [1, 2, 3]}),
(ds.fixed_dictionaries, {'mapping': {1: ds.integers()}}),
(ds.dictionaries, {'keys': ds.booleans(), 'values': ds.integers()}),
(ds.text, {'alphabet': 'abc'}),
(ds.text, {'alphabet': ''}),
(ds.text, {'alphabet': ds.sampled_from('abc')}),
)
def test_produces_valid_examples_from_keyword(fn, kwargs):
fn(**kwargs).example()
@fn_test(
(ds.one_of, (1,))
)
def test_validates_args(fn, args):
with pytest.raises(InvalidArgument):
fn(*args).example()
@fn_test(
(ds.one_of, (ds.booleans(), ds.tuples(ds.booleans()))),
(ds.one_of, (ds.booleans(),)),
(ds.text, ()),
(ds.binary, ()),
(ds.builds, (lambda x, y: x + y, ds.integers(), ds.integers())),
)
def test_produces_valid_examples_from_args(fn, args):
fn(*args).example()
def test_tuples_raise_error_on_bad_kwargs():
with pytest.raises(TypeError):
ds.tuples(stuff='things')
@given(ds.lists(ds.booleans(), min_size=10, max_size=10))
def test_has_specified_length(xs):
assert len(xs) == 10
@given(ds.integers(max_value=100))
@settings(max_examples=100)
def test_has_upper_bound(x):
assert x <= 100
@given(ds.integers(min_value=100))
def test_has_lower_bound(x):
assert x >= 100
@given(ds.integers(min_value=1, max_value=2))
def test_is_in_bounds(x):
assert 1 <= x <= 2
@given(ds.fractions(min_value=-1, max_value=1, max_denominator=1000))
def test_fraction_is_in_bounds(x):
assert -1 <= x <= 1 and abs(x.denominator) <= 1000
@given(ds.fractions(min_value=fractions.Fraction(1, 2)))
def test_fraction_gt_positive(x):
assert fractions.Fraction(1, 2) <= x
@given(ds.fractions(max_value=fractions.Fraction(-1, 2)))
def test_fraction_lt_negative(x):
assert x <= fractions.Fraction(-1, 2)
@given(ds.decimals(min_value=-1.5, max_value=1.5))
def test_decimal_is_in_bounds(x):
# decimal.Decimal("-1.5") == -1.5 (not explicitly testable in py2.6)
assert decimal.Decimal('-1.5') <= x <= decimal.Decimal('1.5')
def test_float_can_find_max_value_inf():
assert find(
ds.floats(max_value=float('inf')), lambda x: math.isinf(x)
) == float('inf')
assert find(
ds.floats(min_value=0.0), lambda x: math.isinf(x)) == float('inf')
def test_float_can_find_min_value_inf():
find(ds.floats(), lambda x: x < 0 and math.isinf(x))
find(
ds.floats(min_value=float('-inf'), max_value=0.0),
lambda x: math.isinf(x))
def test_can_find_none_list():
assert find(ds.lists(ds.none()), lambda x: len(x) >= 3) == [None] * 3
def test_fractions():
assert find(ds.fractions(), lambda f: f >= 1) == 1
def test_decimals():
assert find(ds.decimals(), lambda f: f.is_finite() and f >= 1) == 1
def test_non_float_decimal():
find(ds.decimals(), lambda d: ds.float_to_decimal(float(d)) != d)
def test_produces_dictionaries_of_at_least_minimum_size():
t = find(
ds.dictionaries(ds.booleans(), ds.integers(), min_size=2),
lambda x: True)
assert t == {False: 0, True: 0}
@given(ds.dictionaries(ds.integers(), ds.integers(), max_size=5))
@settings(max_examples=50)
def test_dictionaries_respect_size(d):
assert len(d) <= 5
@given(ds.dictionaries(ds.integers(), ds.integers(), max_size=0))
@settings(max_examples=50)
def test_dictionaries_respect_zero_size(d):
assert len(d) <= 5
@given(
ds.lists(ds.none(), max_size=5)
)
def test_none_lists_respect_max_size(ls):
assert len(ls) <= 5
@given(
ds.lists(ds.none(), max_size=5, min_size=1)
)
def test_none_lists_respect_max_and_min_size(ls):
assert 1 <= len(ls) <= 5
|