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author | Mark Dickinson <dickinsm@gmail.com> | 2008-08-01 08:16:13 (GMT) |
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committer | Mark Dickinson <dickinsm@gmail.com> | 2008-08-01 08:16:13 (GMT) |
commit | aa7633ab94ddefe362a969f6e4d1e56e90ecf04d (patch) | |
tree | 9302a298d4c3d3741256371a03ec08edb232c96a /Lib | |
parent | c57df32319b951fd959124b5cc26e86abac04f5d (diff) | |
download | cpython-aa7633ab94ddefe362a969f6e4d1e56e90ecf04d.zip cpython-aa7633ab94ddefe362a969f6e4d1e56e90ecf04d.tar.gz cpython-aa7633ab94ddefe362a969f6e4d1e56e90ecf04d.tar.bz2 |
Merged revisions 65258,65292,65299,65308-65309,65315,65326 via svnmerge from
svn+ssh://pythondev@svn.python.org/python/trunk
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r65258 | mark.dickinson | 2008-07-27 08:15:29 +0100 (Sun, 27 Jul 2008) | 4 lines
Remove math.sum tests related to overflow, special values, and behaviour
near the extremes of the floating-point range. (The behaviour of math.sum
should be regarded as undefined in these cases.)
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r65292 | mark.dickinson | 2008-07-29 19:45:38 +0100 (Tue, 29 Jul 2008) | 4 lines
More modifications to tests for math.sum: replace the Python
version of msum by a version using a different algorithm, and
use the new float.fromhex method to specify test results exactly.
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r65299 | mark.dickinson | 2008-07-30 13:01:41 +0100 (Wed, 30 Jul 2008) | 5 lines
Fix special-value handling for math.sum.
Also minor cleanups to the code: fix tabbing, remove
trailing whitespace, and reformat to fit into 80
columns.
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r65308 | mark.dickinson | 2008-07-30 17:20:10 +0100 (Wed, 30 Jul 2008) | 2 lines
Rename math.sum to math.fsum
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r65309 | mark.dickinson | 2008-07-30 17:25:16 +0100 (Wed, 30 Jul 2008) | 3 lines
Replace math.sum with math.fsum in a couple of comments
that were missed by r65308
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r65315 | mark.dickinson | 2008-07-30 21:23:15 +0100 (Wed, 30 Jul 2008) | 2 lines
Add note about problems with math.fsum on x86 hardware.
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r65326 | mark.dickinson | 2008-07-31 15:48:32 +0100 (Thu, 31 Jul 2008) | 2 lines
Rename testSum to testFsum and move it to proper place in test_math.py
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Diffstat (limited to 'Lib')
-rw-r--r-- | Lib/test/test_math.py | 248 | ||||
-rw-r--r-- | Lib/test/test_random.py | 2 |
2 files changed, 97 insertions, 153 deletions
diff --git a/Lib/test/test_math.py b/Lib/test/test_math.py index 1eafeba..9e646ac 100644 --- a/Lib/test/test_math.py +++ b/Lib/test/test_math.py @@ -359,6 +359,102 @@ class MathTests(unittest.TestCase): self.assertEquals(math.frexp(NINF)[0], NINF) self.assert_(math.isnan(math.frexp(NAN)[0])) + def testFsum(self): + # math.fsum relies on exact rounding for correct operation. + # There's a known problem with IA32 floating-point that causes + # inexact rounding in some situations, and will cause the + # math.fsum tests below to fail; see issue #2937. On non IEEE + # 754 platforms, and on IEEE 754 platforms that exhibit the + # problem described in issue #2937, we simply skip the whole + # test. + + if not float.__getformat__("double").startswith("IEEE"): + return + + # on IEEE 754 compliant machines, both of the expressions + # below should round to 10000000000000002.0. + if 1e16+2.0 != 1e16+2.9999: + return + + # Python version of math.fsum, for comparison. Uses a + # different algorithm based on frexp, ldexp and integer + # arithmetic. + from sys import float_info + mant_dig = float_info.mant_dig + etiny = float_info.min_exp - mant_dig + + def msum(iterable): + """Full precision summation. Compute sum(iterable) without any + intermediate accumulation of error. Based on the 'lsum' function + at http://code.activestate.com/recipes/393090/ + + """ + tmant, texp = 0, 0 + for x in iterable: + mant, exp = math.frexp(x) + mant, exp = int(math.ldexp(mant, mant_dig)), exp - mant_dig + if texp > exp: + tmant <<= texp-exp + texp = exp + else: + mant <<= exp-texp + tmant += mant + # Round tmant * 2**texp to a float. The original recipe + # used float(str(tmant)) * 2.0**texp for this, but that's + # a little unsafe because str -> float conversion can't be + # relied upon to do correct rounding on all platforms. + tail = max(len(bin(abs(tmant)))-2 - mant_dig, etiny - texp) + if tail > 0: + h = 1 << (tail-1) + tmant = tmant // (2*h) + bool(tmant & h and tmant & 3*h-1) + texp += tail + return math.ldexp(tmant, texp) + + test_values = [ + ([], 0.0), + ([0.0], 0.0), + ([1e100, 1.0, -1e100, 1e-100, 1e50, -1.0, -1e50], 1e-100), + ([2.0**53, -0.5, -2.0**-54], 2.0**53-1.0), + ([2.0**53, 1.0, 2.0**-100], 2.0**53+2.0), + ([2.0**53+10.0, 1.0, 2.0**-100], 2.0**53+12.0), + ([2.0**53-4.0, 0.5, 2.0**-54], 2.0**53-3.0), + ([1./n for n in range(1, 1001)], + float.fromhex('0x1.df11f45f4e61ap+2')), + ([(-1.)**n/n for n in range(1, 1001)], + float.fromhex('-0x1.62a2af1bd3624p-1')), + ([1.7**(i+1)-1.7**i for i in range(1000)] + [-1.7**1000], -1.0), + ([1e16, 1., 1e-16], 10000000000000002.0), + ([1e16-2., 1.-2.**-53, -(1e16-2.), -(1.-2.**-53)], 0.0), + # exercise code for resizing partials array + ([2.**n - 2.**(n+50) + 2.**(n+52) for n in range(-1074, 972, 2)] + + [-2.**1022], + float.fromhex('0x1.5555555555555p+970')), + ] + + for i, (vals, expected) in enumerate(test_values): + try: + actual = math.fsum(vals) + except OverflowError: + self.fail("test %d failed: got OverflowError, expected %r " + "for math.fsum(%.100r)" % (i, expected, vals)) + except ValueError: + self.fail("test %d failed: got ValueError, expected %r " + "for math.fsum(%.100r)" % (i, expected, vals)) + self.assertEqual(actual, expected) + + from random import random, gauss, shuffle + for j in range(1000): + vals = [7, 1e100, -7, -1e100, -9e-20, 8e-20] * 10 + s = 0 + for i in range(200): + v = gauss(0, random()) ** 7 - s + s += v + vals.append(v) + shuffle(vals) + + s = msum(vals) + self.assertEqual(msum(vals), math.fsum(vals)) + def testHypot(self): self.assertRaises(TypeError, math.hypot) self.ftest('hypot(0,0)', math.hypot(0,0), 0) @@ -641,158 +737,6 @@ class MathTests(unittest.TestCase): self.assertRaises(ValueError, math.sqrt, NINF) self.assert_(math.isnan(math.sqrt(NAN))) - def testSum(self): - # math.sum relies on exact rounding for correct operation. - # There's a known problem with IA32 floating-point that causes - # inexact rounding in some situations, and will cause the - # math.sum tests below to fail; see issue #2937. On non IEEE - # 754 platforms, and on IEEE 754 platforms that exhibit the - # problem described in issue #2937, we simply skip the whole - # test. - - if not float.__getformat__("double").startswith("IEEE"): - return - - # on IEEE 754 compliant machines, both of the expressions - # below should round to 10000000000000002.0. - if 1e16+2.999 != 1e16+2.9999: - return - - # Python version of math.sum algorithm, for comparison - def msum(iterable): - """Full precision sum of values in iterable. Returns the value of - the sum, rounded to the nearest representable floating-point number - using the round-half-to-even rule. - - """ - # Stage 1: accumulate partials - partials = [] - for x in iterable: - i = 0 - for y in partials: - if abs(x) < abs(y): - x, y = y, x - hi = x + y - lo = y - (hi - x) - if lo: - partials[i] = lo - i += 1 - x = hi - partials[i:] = [x] if x else [] - - # Stage 2: sum partials - if not partials: - return 0.0 - - # sum from the top, stopping as soon as the sum is inexact. - total = partials.pop() - while partials: - x = partials.pop() - old_total, total = total, total + x - error = x - (total - old_total) - if error != 0.0: - # adjust for correct rounding if necessary - if partials and (partials[-1] > 0.0) == (error > 0.0) and \ - total + 2*error - total == 2*error: - total += 2*error - break - return total - - from sys import float_info - maxfloat = float_info.max - twopow = 2.**(float_info.max_exp - 1) - - test_values = [ - ([], 0.0), - ([0.0], 0.0), - ([1e100, 1.0, -1e100, 1e-100, 1e50, -1.0, -1e50], 1e-100), - ([1e308, 1e308, -1e308], OverflowError), - ([-1e308, 1e308, 1e308], 1e308), - ([1e308, -1e308, 1e308], 1e308), - ([2.0**1023, 2.0**1023, -2.0**1000], OverflowError), - ([twopow, twopow, twopow, twopow, -twopow, -twopow, -twopow], - OverflowError), - ([2.0**53, -0.5, -2.0**-54], 2.0**53-1.0), - ([2.0**53, 1.0, 2.0**-100], 2.0**53+2.0), - ([2.0**53+10.0, 1.0, 2.0**-100], 2.0**53+12.0), - - ([2.0**53-4.0, 0.5, 2.0**-54], 2.0**53-3.0), - ([2.0**1023-2.0**970, -1.0, 2.0**1023], OverflowError), - ([maxfloat, maxfloat*2.**-54], maxfloat), - ([maxfloat, maxfloat*2.**-53], OverflowError), - ([1./n for n in range(1, 1001)], 7.4854708605503451), - ([(-1.)**n/n for n in range(1, 1001)], -0.69264743055982025), - ([1.7**(i+1)-1.7**i for i in range(1000)] + [-1.7**1000], -1.0), - ([INF, -INF, NAN], ValueError), - ([NAN, INF, -INF], ValueError), - ([INF, NAN, INF], ValueError), - - ([INF, INF], OverflowError), - ([INF, -INF], ValueError), - ([-INF, 1e308, 1e308, -INF], OverflowError), - ([2.0**1023-2.0**970, 0.0, 2.0**1023], OverflowError), - ([2.0**1023-2.0**970, 1.0, 2.0**1023], OverflowError), - ([2.0**1023, 2.0**1023], OverflowError), - ([2.0**1023, 2.0**1023, -1.0], OverflowError), - ([twopow, twopow, twopow, twopow, -twopow, -twopow], - OverflowError), - ([twopow, twopow, twopow, twopow, -twopow, twopow], OverflowError), - ([-twopow, -twopow, -twopow, -twopow], OverflowError), - - ([2.**1023, 2.**1023, -2.**971], OverflowError), - ([2.**1023, 2.**1023, -2.**970], OverflowError), - ([-2.**970, 2.**1023, 2.**1023, -2.**-1074], OverflowError), - ([ 2.**1023, 2.**1023, -2.**970, 2.**-1074], OverflowError), - ([-2.**1023, 2.**971, -2.**1023], -maxfloat), - ([-2.**1023, -2.**1023, 2.**970], OverflowError), - ([-2.**1023, -2.**1023, 2.**970, 2.**-1074], OverflowError), - ([-2.**-1074, -2.**1023, -2.**1023, 2.**970], OverflowError), - ([2.**930, -2.**980, 2.**1023, 2.**1023, twopow, -twopow], - OverflowError), - ([2.**1023, 2.**1023, -1e307], OverflowError), - ([1e16, 1., 1e-16], 10000000000000002.0), - ([1e16-2., 1.-2.**-53, -(1e16-2.), -(1.-2.**-53)], 0.0), - ] - - for i, (vals, s) in enumerate(test_values): - if isinstance(s, type) and issubclass(s, Exception): - try: - m = math.sum(vals) - except s: - pass - else: - self.fail("test %d failed: got %r, expected %r " - "for math.sum(%.100r)" % - (i, m, s.__name__, vals)) - else: - try: - self.assertEqual(math.sum(vals), s) - except OverflowError: - self.fail("test %d failed: got OverflowError, expected %r " - "for math.sum(%.100r)" % (i, s, vals)) - except ValueError: - self.fail("test %d failed: got ValueError, expected %r " - "for math.sum(%.100r)" % (i, s, vals)) - - # compare with output of msum above, but only when - # result isn't an IEEE special or an exception - if not math.isinf(s) and not math.isnan(s): - self.assertEqual(msum(vals), s) - - from random import random, gauss, shuffle - for j in range(1000): - vals = [7, 1e100, -7, -1e100, -9e-20, 8e-20] * 10 - s = 0 - for i in range(200): - v = gauss(0, random()) ** 7 - s - s += v - vals.append(v) - shuffle(vals) - - s = msum(vals) - self.assertEqual(msum(vals), math.sum(vals)) - - def testTan(self): self.assertRaises(TypeError, math.tan) self.ftest('tan(0)', math.tan(0), 0) diff --git a/Lib/test/test_random.py b/Lib/test/test_random.py index da62a4f..14e9fca 100644 --- a/Lib/test/test_random.py +++ b/Lib/test/test_random.py @@ -5,7 +5,7 @@ import random import time import pickle import warnings -from math import log, exp, sqrt, pi, sum as msum +from math import log, exp, sqrt, pi, fsum as msum from test import support class TestBasicOps(unittest.TestCase): |