393 lines
14 KiB
Python
393 lines
14 KiB
Python
# encoding: utf-8
|
|
import operator
|
|
import sys
|
|
import pytest
|
|
import doctest
|
|
|
|
from pytest import approx
|
|
from operator import eq, ne
|
|
from decimal import Decimal
|
|
from fractions import Fraction
|
|
inf, nan = float('inf'), float('nan')
|
|
|
|
|
|
class MyDocTestRunner(doctest.DocTestRunner):
|
|
|
|
def __init__(self):
|
|
doctest.DocTestRunner.__init__(self)
|
|
|
|
def report_failure(self, out, test, example, got):
|
|
raise AssertionError("'{}' evaluates to '{}', not '{}'".format(
|
|
example.source.strip(), got.strip(), example.want.strip()))
|
|
|
|
|
|
class TestApprox(object):
|
|
|
|
def test_repr_string(self):
|
|
plus_minus = u'\u00b1' if sys.version_info[0] > 2 else u'+-'
|
|
tol1, tol2, infr = '1.0e-06', '2.0e-06', 'inf'
|
|
assert repr(approx(1.0)) == '1.0 {pm} {tol1}'.format(pm=plus_minus, tol1=tol1)
|
|
assert repr(approx([1.0, 2.0])) == 'approx([1.0 {pm} {tol1}, 2.0 {pm} {tol2}])'.format(
|
|
pm=plus_minus, tol1=tol1, tol2=tol2)
|
|
assert repr(approx((1.0, 2.0))) == 'approx((1.0 {pm} {tol1}, 2.0 {pm} {tol2}))'.format(
|
|
pm=plus_minus, tol1=tol1, tol2=tol2)
|
|
assert repr(approx(inf)) == 'inf'
|
|
assert repr(approx(1.0, rel=nan)) == '1.0 {pm} ???'.format(pm=plus_minus)
|
|
assert repr(approx(1.0, rel=inf)) == '1.0 {pm} {infr}'.format(pm=plus_minus, infr=infr)
|
|
assert repr(approx(1.0j, rel=inf)) == '1j'
|
|
|
|
# Dictionaries aren't ordered, so we need to check both orders.
|
|
assert repr(approx({'a': 1.0, 'b': 2.0})) in (
|
|
"approx({{'a': 1.0 {pm} {tol1}, 'b': 2.0 {pm} {tol2}}})".format(pm=plus_minus, tol1=tol1, tol2=tol2),
|
|
"approx({{'b': 2.0 {pm} {tol2}, 'a': 1.0 {pm} {tol1}}})".format(pm=plus_minus, tol1=tol1, tol2=tol2),
|
|
)
|
|
|
|
def test_operator_overloading(self):
|
|
assert 1 == approx(1, rel=1e-6, abs=1e-12)
|
|
assert not (1 != approx(1, rel=1e-6, abs=1e-12))
|
|
assert 10 != approx(1, rel=1e-6, abs=1e-12)
|
|
assert not (10 == approx(1, rel=1e-6, abs=1e-12))
|
|
|
|
def test_exactly_equal(self):
|
|
examples = [
|
|
(2.0, 2.0),
|
|
(0.1e200, 0.1e200),
|
|
(1.123e-300, 1.123e-300),
|
|
(12345, 12345.0),
|
|
(0.0, -0.0),
|
|
(345678, 345678),
|
|
(Decimal('1.0001'), Decimal('1.0001')),
|
|
(Fraction(1, 3), Fraction(-1, -3)),
|
|
]
|
|
for a, x in examples:
|
|
assert a == approx(x)
|
|
|
|
def test_opposite_sign(self):
|
|
examples = [
|
|
(eq, 1e-100, -1e-100),
|
|
(ne, 1e100, -1e100),
|
|
]
|
|
for op, a, x in examples:
|
|
assert op(a, approx(x))
|
|
|
|
def test_zero_tolerance(self):
|
|
within_1e10 = [
|
|
(1.1e-100, 1e-100),
|
|
(-1.1e-100, -1e-100),
|
|
]
|
|
for a, x in within_1e10:
|
|
assert x == approx(x, rel=0.0, abs=0.0)
|
|
assert a != approx(x, rel=0.0, abs=0.0)
|
|
assert a == approx(x, rel=0.0, abs=5e-101)
|
|
assert a != approx(x, rel=0.0, abs=5e-102)
|
|
assert a == approx(x, rel=5e-1, abs=0.0)
|
|
assert a != approx(x, rel=5e-2, abs=0.0)
|
|
|
|
def test_negative_tolerance(self):
|
|
# Negative tolerances are not allowed.
|
|
illegal_kwargs = [
|
|
dict(rel=-1e100),
|
|
dict(abs=-1e100),
|
|
dict(rel=1e100, abs=-1e100),
|
|
dict(rel=-1e100, abs=1e100),
|
|
dict(rel=-1e100, abs=-1e100),
|
|
]
|
|
for kwargs in illegal_kwargs:
|
|
with pytest.raises(ValueError):
|
|
1.1 == approx(1, **kwargs)
|
|
|
|
def test_inf_tolerance(self):
|
|
# Everything should be equal if the tolerance is infinite.
|
|
large_diffs = [
|
|
(1, 1000),
|
|
(1e-50, 1e50),
|
|
(-1.0, -1e300),
|
|
(0.0, 10),
|
|
]
|
|
for a, x in large_diffs:
|
|
assert a != approx(x, rel=0.0, abs=0.0)
|
|
assert a == approx(x, rel=inf, abs=0.0)
|
|
assert a == approx(x, rel=0.0, abs=inf)
|
|
assert a == approx(x, rel=inf, abs=inf)
|
|
|
|
def test_inf_tolerance_expecting_zero(self):
|
|
# If the relative tolerance is zero but the expected value is infinite,
|
|
# the actual tolerance is a NaN, which should be an error.
|
|
illegal_kwargs = [
|
|
dict(rel=inf, abs=0.0),
|
|
dict(rel=inf, abs=inf),
|
|
]
|
|
for kwargs in illegal_kwargs:
|
|
with pytest.raises(ValueError):
|
|
1 == approx(0, **kwargs)
|
|
|
|
def test_nan_tolerance(self):
|
|
illegal_kwargs = [
|
|
dict(rel=nan),
|
|
dict(abs=nan),
|
|
dict(rel=nan, abs=nan),
|
|
]
|
|
for kwargs in illegal_kwargs:
|
|
with pytest.raises(ValueError):
|
|
1.1 == approx(1, **kwargs)
|
|
|
|
def test_reasonable_defaults(self):
|
|
# Whatever the defaults are, they should work for numbers close to 1
|
|
# than have a small amount of floating-point error.
|
|
assert 0.1 + 0.2 == approx(0.3)
|
|
|
|
def test_default_tolerances(self):
|
|
# This tests the defaults as they are currently set. If you change the
|
|
# defaults, this test will fail but you should feel free to change it.
|
|
# None of the other tests (except the doctests) should be affected by
|
|
# the choice of defaults.
|
|
examples = [
|
|
# Relative tolerance used.
|
|
(eq, 1e100 + 1e94, 1e100),
|
|
(ne, 1e100 + 2e94, 1e100),
|
|
(eq, 1e0 + 1e-6, 1e0),
|
|
(ne, 1e0 + 2e-6, 1e0),
|
|
# Absolute tolerance used.
|
|
(eq, 1e-100, + 1e-106),
|
|
(eq, 1e-100, + 2e-106),
|
|
(eq, 1e-100, 0),
|
|
]
|
|
for op, a, x in examples:
|
|
assert op(a, approx(x))
|
|
|
|
def test_custom_tolerances(self):
|
|
assert 1e8 + 1e0 == approx(1e8, rel=5e-8, abs=5e0)
|
|
assert 1e8 + 1e0 == approx(1e8, rel=5e-9, abs=5e0)
|
|
assert 1e8 + 1e0 == approx(1e8, rel=5e-8, abs=5e-1)
|
|
assert 1e8 + 1e0 != approx(1e8, rel=5e-9, abs=5e-1)
|
|
|
|
assert 1e0 + 1e-8 == approx(1e0, rel=5e-8, abs=5e-8)
|
|
assert 1e0 + 1e-8 == approx(1e0, rel=5e-9, abs=5e-8)
|
|
assert 1e0 + 1e-8 == approx(1e0, rel=5e-8, abs=5e-9)
|
|
assert 1e0 + 1e-8 != approx(1e0, rel=5e-9, abs=5e-9)
|
|
|
|
assert 1e-8 + 1e-16 == approx(1e-8, rel=5e-8, abs=5e-16)
|
|
assert 1e-8 + 1e-16 == approx(1e-8, rel=5e-9, abs=5e-16)
|
|
assert 1e-8 + 1e-16 == approx(1e-8, rel=5e-8, abs=5e-17)
|
|
assert 1e-8 + 1e-16 != approx(1e-8, rel=5e-9, abs=5e-17)
|
|
|
|
def test_relative_tolerance(self):
|
|
within_1e8_rel = [
|
|
(1e8 + 1e0, 1e8),
|
|
(1e0 + 1e-8, 1e0),
|
|
(1e-8 + 1e-16, 1e-8),
|
|
]
|
|
for a, x in within_1e8_rel:
|
|
assert a == approx(x, rel=5e-8, abs=0.0)
|
|
assert a != approx(x, rel=5e-9, abs=0.0)
|
|
|
|
def test_absolute_tolerance(self):
|
|
within_1e8_abs = [
|
|
(1e8 + 9e-9, 1e8),
|
|
(1e0 + 9e-9, 1e0),
|
|
(1e-8 + 9e-9, 1e-8),
|
|
]
|
|
for a, x in within_1e8_abs:
|
|
assert a == approx(x, rel=0, abs=5e-8)
|
|
assert a != approx(x, rel=0, abs=5e-9)
|
|
|
|
def test_expecting_zero(self):
|
|
examples = [
|
|
(ne, 1e-6, 0.0),
|
|
(ne, -1e-6, 0.0),
|
|
(eq, 1e-12, 0.0),
|
|
(eq, -1e-12, 0.0),
|
|
(ne, 2e-12, 0.0),
|
|
(ne, -2e-12, 0.0),
|
|
(ne, inf, 0.0),
|
|
(ne, nan, 0.0),
|
|
]
|
|
for op, a, x in examples:
|
|
assert op(a, approx(x, rel=0.0, abs=1e-12))
|
|
assert op(a, approx(x, rel=1e-6, abs=1e-12))
|
|
|
|
def test_expecting_inf(self):
|
|
examples = [
|
|
(eq, inf, inf),
|
|
(eq, -inf, -inf),
|
|
(ne, inf, -inf),
|
|
(ne, 0.0, inf),
|
|
(ne, nan, inf),
|
|
]
|
|
for op, a, x in examples:
|
|
assert op(a, approx(x))
|
|
|
|
def test_expecting_nan(self):
|
|
examples = [
|
|
(eq, nan, nan),
|
|
(eq, -nan, -nan),
|
|
(eq, nan, -nan),
|
|
(ne, 0.0, nan),
|
|
(ne, inf, nan),
|
|
]
|
|
for op, a, x in examples:
|
|
# Nothing is equal to NaN by default.
|
|
assert a != approx(x)
|
|
|
|
# If ``nan_ok=True``, then NaN is equal to NaN.
|
|
assert op(a, approx(x, nan_ok=True))
|
|
|
|
def test_int(self):
|
|
within_1e6 = [
|
|
(1000001, 1000000),
|
|
(-1000001, -1000000),
|
|
]
|
|
for a, x in within_1e6:
|
|
assert a == approx(x, rel=5e-6, abs=0)
|
|
assert a != approx(x, rel=5e-7, abs=0)
|
|
assert approx(x, rel=5e-6, abs=0) == a
|
|
assert approx(x, rel=5e-7, abs=0) != a
|
|
|
|
def test_decimal(self):
|
|
within_1e6 = [
|
|
(Decimal('1.000001'), Decimal('1.0')),
|
|
(Decimal('-1.000001'), Decimal('-1.0')),
|
|
]
|
|
for a, x in within_1e6:
|
|
assert a == approx(x, rel=Decimal('5e-6'), abs=0)
|
|
assert a != approx(x, rel=Decimal('5e-7'), abs=0)
|
|
assert approx(x, rel=Decimal('5e-6'), abs=0) == a
|
|
assert approx(x, rel=Decimal('5e-7'), abs=0) != a
|
|
|
|
def test_fraction(self):
|
|
within_1e6 = [
|
|
(1 + Fraction(1, 1000000), Fraction(1)),
|
|
(-1 - Fraction(-1, 1000000), Fraction(-1)),
|
|
]
|
|
for a, x in within_1e6:
|
|
assert a == approx(x, rel=5e-6, abs=0)
|
|
assert a != approx(x, rel=5e-7, abs=0)
|
|
assert approx(x, rel=5e-6, abs=0) == a
|
|
assert approx(x, rel=5e-7, abs=0) != a
|
|
|
|
def test_complex(self):
|
|
within_1e6 = [
|
|
(1.000001 + 1.0j, 1.0 + 1.0j),
|
|
(1.0 + 1.000001j, 1.0 + 1.0j),
|
|
(-1.000001 + 1.0j, -1.0 + 1.0j),
|
|
(1.0 - 1.000001j, 1.0 - 1.0j),
|
|
]
|
|
for a, x in within_1e6:
|
|
assert a == approx(x, rel=5e-6, abs=0)
|
|
assert a != approx(x, rel=5e-7, abs=0)
|
|
assert approx(x, rel=5e-6, abs=0) == a
|
|
assert approx(x, rel=5e-7, abs=0) != a
|
|
|
|
def test_list(self):
|
|
actual = [1 + 1e-7, 2 + 1e-8]
|
|
expected = [1, 2]
|
|
|
|
# Return false if any element is outside the tolerance.
|
|
assert actual == approx(expected, rel=5e-7, abs=0)
|
|
assert actual != approx(expected, rel=5e-8, abs=0)
|
|
assert approx(expected, rel=5e-7, abs=0) == actual
|
|
assert approx(expected, rel=5e-8, abs=0) != actual
|
|
|
|
def test_list_wrong_len(self):
|
|
assert [1, 2] != approx([1])
|
|
assert [1, 2] != approx([1, 2, 3])
|
|
|
|
def test_tuple(self):
|
|
actual = (1 + 1e-7, 2 + 1e-8)
|
|
expected = (1, 2)
|
|
|
|
# Return false if any element is outside the tolerance.
|
|
assert actual == approx(expected, rel=5e-7, abs=0)
|
|
assert actual != approx(expected, rel=5e-8, abs=0)
|
|
assert approx(expected, rel=5e-7, abs=0) == actual
|
|
assert approx(expected, rel=5e-8, abs=0) != actual
|
|
|
|
def test_tuple_wrong_len(self):
|
|
assert (1, 2) != approx((1,))
|
|
assert (1, 2) != approx((1, 2, 3))
|
|
|
|
def test_dict(self):
|
|
actual = {'a': 1 + 1e-7, 'b': 2 + 1e-8}
|
|
# Dictionaries became ordered in python3.6, so switch up the order here
|
|
# to make sure it doesn't matter.
|
|
expected = {'b': 2, 'a': 1}
|
|
|
|
# Return false if any element is outside the tolerance.
|
|
assert actual == approx(expected, rel=5e-7, abs=0)
|
|
assert actual != approx(expected, rel=5e-8, abs=0)
|
|
assert approx(expected, rel=5e-7, abs=0) == actual
|
|
assert approx(expected, rel=5e-8, abs=0) != actual
|
|
|
|
def test_dict_wrong_len(self):
|
|
assert {'a': 1, 'b': 2} != approx({'a': 1})
|
|
assert {'a': 1, 'b': 2} != approx({'a': 1, 'c': 2})
|
|
assert {'a': 1, 'b': 2} != approx({'a': 1, 'b': 2, 'c': 3})
|
|
|
|
def test_numpy_array(self):
|
|
np = pytest.importorskip('numpy')
|
|
|
|
actual = np.array([1 + 1e-7, 2 + 1e-8])
|
|
expected = np.array([1, 2])
|
|
|
|
# Return false if any element is outside the tolerance.
|
|
assert actual == approx(expected, rel=5e-7, abs=0)
|
|
assert actual != approx(expected, rel=5e-8, abs=0)
|
|
assert approx(expected, rel=5e-7, abs=0) == expected
|
|
assert approx(expected, rel=5e-8, abs=0) != actual
|
|
|
|
# Should be able to compare lists with numpy arrays.
|
|
assert list(actual) == approx(expected, rel=5e-7, abs=0)
|
|
assert list(actual) != approx(expected, rel=5e-8, abs=0)
|
|
assert actual == approx(list(expected), rel=5e-7, abs=0)
|
|
assert actual != approx(list(expected), rel=5e-8, abs=0)
|
|
|
|
def test_numpy_array_wrong_shape(self):
|
|
np = pytest.importorskip('numpy')
|
|
|
|
a12 = np.array([[1, 2]])
|
|
a21 = np.array([[1], [2]])
|
|
|
|
assert a12 != approx(a21)
|
|
assert a21 != approx(a12)
|
|
|
|
def test_doctests(self):
|
|
parser = doctest.DocTestParser()
|
|
test = parser.get_doctest(
|
|
approx.__doc__,
|
|
{'approx': approx},
|
|
approx.__name__,
|
|
None, None,
|
|
)
|
|
runner = MyDocTestRunner()
|
|
runner.run(test)
|
|
|
|
def test_unicode_plus_minus(self, testdir):
|
|
"""
|
|
Comparing approx instances inside lists should not produce an error in the detailed diff.
|
|
Integration test for issue #2111.
|
|
"""
|
|
testdir.makepyfile("""
|
|
import pytest
|
|
def test_foo():
|
|
assert [3] == [pytest.approx(4)]
|
|
""")
|
|
expected = '4.0e-06'
|
|
result = testdir.runpytest()
|
|
result.stdout.fnmatch_lines([
|
|
'*At index 0 diff: 3 != 4 * {0}'.format(expected),
|
|
'=* 1 failed in *=',
|
|
])
|
|
|
|
@pytest.mark.parametrize('op', [
|
|
pytest.param(operator.le, id='<='),
|
|
pytest.param(operator.lt, id='<'),
|
|
pytest.param(operator.ge, id='>='),
|
|
pytest.param(operator.gt, id='>'),
|
|
])
|
|
def test_comparison_operator_type_error(self, op):
|
|
"""
|
|
pytest.approx should raise TypeError for operators other than == and != (#2003).
|
|
"""
|
|
with pytest.raises(TypeError):
|
|
op(1, approx(1, rel=1e-6, abs=1e-12))
|