399 lines
14 KiB
Python
399 lines
14 KiB
Python
# encoding: utf-8
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import operator
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import sys
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import pytest
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import doctest
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from pytest import approx
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from operator import eq, ne
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from decimal import Decimal
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from fractions import Fraction
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inf, nan = float('inf'), float('nan')
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class MyDocTestRunner(doctest.DocTestRunner):
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def __init__(self):
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doctest.DocTestRunner.__init__(self)
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def report_failure(self, out, test, example, got):
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raise AssertionError("'{}' evaluates to '{}', not '{}'".format(
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example.source.strip(), got.strip(), example.want.strip()))
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class TestApprox(object):
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def test_repr_string(self):
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# for some reason in Python 2.6 it is not displaying the tolerance representation correctly
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plus_minus = u'\u00b1' if sys.version_info[0] > 2 else u'+-'
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tol1, tol2, infr = '1.0e-06', '2.0e-06', 'inf'
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if sys.version_info[:2] == (2, 6):
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tol1, tol2, infr = '???', '???', '???'
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assert repr(approx(1.0)) == '1.0 {pm} {tol1}'.format(pm=plus_minus, tol1=tol1)
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assert repr(approx([1.0, 2.0])) == 'approx([1.0 {pm} {tol1}, 2.0 {pm} {tol2}])'.format(
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pm=plus_minus, tol1=tol1, tol2=tol2)
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assert repr(approx((1.0, 2.0))) == 'approx((1.0 {pm} {tol1}, 2.0 {pm} {tol2}))'.format(
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pm=plus_minus, tol1=tol1, tol2=tol2)
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assert repr(approx(inf)) == 'inf'
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assert repr(approx(1.0, rel=nan)) == '1.0 {pm} ???'.format(pm=plus_minus)
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assert repr(approx(1.0, rel=inf)) == '1.0 {pm} {infr}'.format(pm=plus_minus, infr=infr)
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assert repr(approx(1.0j, rel=inf)) == '1j'
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# Dictionaries aren't ordered, so we need to check both orders.
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assert repr(approx({'a': 1.0, 'b': 2.0})) in (
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"approx({{'a': 1.0 {pm} {tol1}, 'b': 2.0 {pm} {tol2}}})".format(pm=plus_minus, tol1=tol1, tol2=tol2),
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"approx({{'b': 2.0 {pm} {tol2}, 'a': 1.0 {pm} {tol1}}})".format(pm=plus_minus, tol1=tol1, tol2=tol2),
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)
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def test_operator_overloading(self):
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assert 1 == approx(1, rel=1e-6, abs=1e-12)
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assert not (1 != approx(1, rel=1e-6, abs=1e-12))
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assert 10 != approx(1, rel=1e-6, abs=1e-12)
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assert not (10 == approx(1, rel=1e-6, abs=1e-12))
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def test_exactly_equal(self):
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examples = [
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(2.0, 2.0),
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(0.1e200, 0.1e200),
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(1.123e-300, 1.123e-300),
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(12345, 12345.0),
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(0.0, -0.0),
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(345678, 345678),
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(Decimal('1.0001'), Decimal('1.0001')),
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(Fraction(1, 3), Fraction(-1, -3)),
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]
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for a, x in examples:
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assert a == approx(x)
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def test_opposite_sign(self):
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examples = [
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(eq, 1e-100, -1e-100),
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(ne, 1e100, -1e100),
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]
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for op, a, x in examples:
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assert op(a, approx(x))
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def test_zero_tolerance(self):
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within_1e10 = [
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(1.1e-100, 1e-100),
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(-1.1e-100, -1e-100),
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]
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for a, x in within_1e10:
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assert x == approx(x, rel=0.0, abs=0.0)
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assert a != approx(x, rel=0.0, abs=0.0)
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assert a == approx(x, rel=0.0, abs=5e-101)
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assert a != approx(x, rel=0.0, abs=5e-102)
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assert a == approx(x, rel=5e-1, abs=0.0)
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assert a != approx(x, rel=5e-2, abs=0.0)
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def test_negative_tolerance(self):
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# Negative tolerances are not allowed.
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illegal_kwargs = [
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dict(rel=-1e100),
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dict(abs=-1e100),
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dict(rel=1e100, abs=-1e100),
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dict(rel=-1e100, abs=1e100),
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dict(rel=-1e100, abs=-1e100),
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]
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for kwargs in illegal_kwargs:
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with pytest.raises(ValueError):
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1.1 == approx(1, **kwargs)
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def test_inf_tolerance(self):
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# Everything should be equal if the tolerance is infinite.
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large_diffs = [
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(1, 1000),
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(1e-50, 1e50),
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(-1.0, -1e300),
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(0.0, 10),
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]
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for a, x in large_diffs:
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assert a != approx(x, rel=0.0, abs=0.0)
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assert a == approx(x, rel=inf, abs=0.0)
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assert a == approx(x, rel=0.0, abs=inf)
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assert a == approx(x, rel=inf, abs=inf)
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def test_inf_tolerance_expecting_zero(self):
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# If the relative tolerance is zero but the expected value is infinite,
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# the actual tolerance is a NaN, which should be an error.
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illegal_kwargs = [
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dict(rel=inf, abs=0.0),
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dict(rel=inf, abs=inf),
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]
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for kwargs in illegal_kwargs:
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with pytest.raises(ValueError):
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1 == approx(0, **kwargs)
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def test_nan_tolerance(self):
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illegal_kwargs = [
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dict(rel=nan),
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dict(abs=nan),
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dict(rel=nan, abs=nan),
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]
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for kwargs in illegal_kwargs:
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with pytest.raises(ValueError):
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1.1 == approx(1, **kwargs)
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def test_reasonable_defaults(self):
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# Whatever the defaults are, they should work for numbers close to 1
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# than have a small amount of floating-point error.
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assert 0.1 + 0.2 == approx(0.3)
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def test_default_tolerances(self):
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# This tests the defaults as they are currently set. If you change the
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# defaults, this test will fail but you should feel free to change it.
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# None of the other tests (except the doctests) should be affected by
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# the choice of defaults.
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examples = [
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# Relative tolerance used.
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(eq, 1e100 + 1e94, 1e100),
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(ne, 1e100 + 2e94, 1e100),
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(eq, 1e0 + 1e-6, 1e0),
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(ne, 1e0 + 2e-6, 1e0),
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# Absolute tolerance used.
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(eq, 1e-100, + 1e-106),
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(eq, 1e-100, + 2e-106),
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(eq, 1e-100, 0),
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]
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for op, a, x in examples:
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assert op(a, approx(x))
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def test_custom_tolerances(self):
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assert 1e8 + 1e0 == approx(1e8, rel=5e-8, abs=5e0)
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assert 1e8 + 1e0 == approx(1e8, rel=5e-9, abs=5e0)
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assert 1e8 + 1e0 == approx(1e8, rel=5e-8, abs=5e-1)
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assert 1e8 + 1e0 != approx(1e8, rel=5e-9, abs=5e-1)
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assert 1e0 + 1e-8 == approx(1e0, rel=5e-8, abs=5e-8)
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assert 1e0 + 1e-8 == approx(1e0, rel=5e-9, abs=5e-8)
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assert 1e0 + 1e-8 == approx(1e0, rel=5e-8, abs=5e-9)
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assert 1e0 + 1e-8 != approx(1e0, rel=5e-9, abs=5e-9)
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assert 1e-8 + 1e-16 == approx(1e-8, rel=5e-8, abs=5e-16)
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assert 1e-8 + 1e-16 == approx(1e-8, rel=5e-9, abs=5e-16)
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assert 1e-8 + 1e-16 == approx(1e-8, rel=5e-8, abs=5e-17)
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assert 1e-8 + 1e-16 != approx(1e-8, rel=5e-9, abs=5e-17)
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def test_relative_tolerance(self):
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within_1e8_rel = [
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(1e8 + 1e0, 1e8),
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(1e0 + 1e-8, 1e0),
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(1e-8 + 1e-16, 1e-8),
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]
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for a, x in within_1e8_rel:
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assert a == approx(x, rel=5e-8, abs=0.0)
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assert a != approx(x, rel=5e-9, abs=0.0)
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def test_absolute_tolerance(self):
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within_1e8_abs = [
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(1e8 + 9e-9, 1e8),
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(1e0 + 9e-9, 1e0),
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(1e-8 + 9e-9, 1e-8),
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]
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for a, x in within_1e8_abs:
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assert a == approx(x, rel=0, abs=5e-8)
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assert a != approx(x, rel=0, abs=5e-9)
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def test_expecting_zero(self):
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examples = [
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(ne, 1e-6, 0.0),
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(ne, -1e-6, 0.0),
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(eq, 1e-12, 0.0),
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(eq, -1e-12, 0.0),
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(ne, 2e-12, 0.0),
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(ne, -2e-12, 0.0),
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(ne, inf, 0.0),
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(ne, nan, 0.0),
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]
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for op, a, x in examples:
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assert op(a, approx(x, rel=0.0, abs=1e-12))
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assert op(a, approx(x, rel=1e-6, abs=1e-12))
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def test_expecting_inf(self):
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examples = [
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(eq, inf, inf),
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(eq, -inf, -inf),
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(ne, inf, -inf),
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(ne, 0.0, inf),
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(ne, nan, inf),
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]
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for op, a, x in examples:
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assert op(a, approx(x))
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def test_expecting_nan(self):
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examples = [
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(eq, nan, nan),
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(eq, -nan, -nan),
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(eq, nan, -nan),
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(ne, 0.0, nan),
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(ne, inf, nan),
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]
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for op, a, x in examples:
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# Nothing is equal to NaN by default.
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assert a != approx(x)
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# If ``nan_ok=True``, then NaN is equal to NaN.
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assert op(a, approx(x, nan_ok=True))
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def test_int(self):
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within_1e6 = [
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(1000001, 1000000),
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(-1000001, -1000000),
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]
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for a, x in within_1e6:
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assert a == approx(x, rel=5e-6, abs=0)
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assert a != approx(x, rel=5e-7, abs=0)
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assert approx(x, rel=5e-6, abs=0) == a
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assert approx(x, rel=5e-7, abs=0) != a
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def test_decimal(self):
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within_1e6 = [
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(Decimal('1.000001'), Decimal('1.0')),
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(Decimal('-1.000001'), Decimal('-1.0')),
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]
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for a, x in within_1e6:
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assert a == approx(x, rel=Decimal('5e-6'), abs=0)
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assert a != approx(x, rel=Decimal('5e-7'), abs=0)
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assert approx(x, rel=Decimal('5e-6'), abs=0) == a
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assert approx(x, rel=Decimal('5e-7'), abs=0) != a
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def test_fraction(self):
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within_1e6 = [
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(1 + Fraction(1, 1000000), Fraction(1)),
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(-1 - Fraction(-1, 1000000), Fraction(-1)),
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]
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for a, x in within_1e6:
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assert a == approx(x, rel=5e-6, abs=0)
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assert a != approx(x, rel=5e-7, abs=0)
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assert approx(x, rel=5e-6, abs=0) == a
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assert approx(x, rel=5e-7, abs=0) != a
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def test_complex(self):
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within_1e6 = [
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(1.000001 + 1.0j, 1.0 + 1.0j),
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(1.0 + 1.000001j, 1.0 + 1.0j),
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(-1.000001 + 1.0j, -1.0 + 1.0j),
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(1.0 - 1.000001j, 1.0 - 1.0j),
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]
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for a, x in within_1e6:
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assert a == approx(x, rel=5e-6, abs=0)
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assert a != approx(x, rel=5e-7, abs=0)
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assert approx(x, rel=5e-6, abs=0) == a
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assert approx(x, rel=5e-7, abs=0) != a
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def test_list(self):
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actual = [1 + 1e-7, 2 + 1e-8]
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expected = [1, 2]
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# Return false if any element is outside the tolerance.
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assert actual == approx(expected, rel=5e-7, abs=0)
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assert actual != approx(expected, rel=5e-8, abs=0)
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assert approx(expected, rel=5e-7, abs=0) == actual
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assert approx(expected, rel=5e-8, abs=0) != actual
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def test_list_wrong_len(self):
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assert [1, 2] != approx([1])
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assert [1, 2] != approx([1, 2, 3])
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def test_tuple(self):
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actual = (1 + 1e-7, 2 + 1e-8)
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expected = (1, 2)
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# Return false if any element is outside the tolerance.
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assert actual == approx(expected, rel=5e-7, abs=0)
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assert actual != approx(expected, rel=5e-8, abs=0)
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assert approx(expected, rel=5e-7, abs=0) == actual
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assert approx(expected, rel=5e-8, abs=0) != actual
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def test_tuple_wrong_len(self):
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assert (1, 2) != approx((1,))
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assert (1, 2) != approx((1, 2, 3))
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def test_dict(self):
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actual = {'a': 1 + 1e-7, 'b': 2 + 1e-8}
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# Dictionaries became ordered in python3.6, so switch up the order here
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# to make sure it doesn't matter.
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expected = {'b': 2, 'a': 1}
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# Return false if any element is outside the tolerance.
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assert actual == approx(expected, rel=5e-7, abs=0)
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assert actual != approx(expected, rel=5e-8, abs=0)
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assert approx(expected, rel=5e-7, abs=0) == actual
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assert approx(expected, rel=5e-8, abs=0) != actual
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def test_dict_wrong_len(self):
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assert {'a': 1, 'b': 2} != approx({'a': 1})
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assert {'a': 1, 'b': 2} != approx({'a': 1, 'c': 2})
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assert {'a': 1, 'b': 2} != approx({'a': 1, 'b': 2, 'c': 3})
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def test_numpy_array(self):
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np = pytest.importorskip('numpy')
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actual = np.array([1 + 1e-7, 2 + 1e-8])
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expected = np.array([1, 2])
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# Return false if any element is outside the tolerance.
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assert actual == approx(expected, rel=5e-7, abs=0)
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assert actual != approx(expected, rel=5e-8, abs=0)
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assert approx(expected, rel=5e-7, abs=0) == expected
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assert approx(expected, rel=5e-8, abs=0) != actual
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# Should be able to compare lists with numpy arrays.
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assert list(actual) == approx(expected, rel=5e-7, abs=0)
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assert list(actual) != approx(expected, rel=5e-8, abs=0)
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assert actual == approx(list(expected), rel=5e-7, abs=0)
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assert actual != approx(list(expected), rel=5e-8, abs=0)
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def test_numpy_array_wrong_shape(self):
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np = pytest.importorskip('numpy')
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a12 = np.array([[1, 2]])
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a21 = np.array([[1], [2]])
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assert a12 != approx(a21)
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assert a21 != approx(a12)
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def test_doctests(self):
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parser = doctest.DocTestParser()
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test = parser.get_doctest(
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approx.__doc__,
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{'approx': approx},
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approx.__name__,
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None, None,
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)
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runner = MyDocTestRunner()
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runner.run(test)
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def test_unicode_plus_minus(self, testdir):
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"""
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Comparing approx instances inside lists should not produce an error in the detailed diff.
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Integration test for issue #2111.
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"""
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testdir.makepyfile("""
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import pytest
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def test_foo():
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assert [3] == [pytest.approx(4)]
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""")
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expected = '4.0e-06'
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# for some reason in Python 2.6 it is not displaying the tolerance representation correctly
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if sys.version_info[:2] == (2, 6):
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expected = '???'
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result = testdir.runpytest()
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result.stdout.fnmatch_lines([
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'*At index 0 diff: 3 != 4 * {0}'.format(expected),
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'=* 1 failed in *=',
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])
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@pytest.mark.parametrize('op', [
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pytest.param(operator.le, id='<='),
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pytest.param(operator.lt, id='<'),
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pytest.param(operator.ge, id='>='),
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pytest.param(operator.gt, id='>'),
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])
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def test_comparison_operator_type_error(self, op):
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"""
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pytest.approx should raise TypeError for operators other than == and != (#2003).
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"""
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with pytest.raises(TypeError):
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op(1, approx(1, rel=1e-6, abs=1e-12))
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