Issue #11888: Add log2 function to math module. Patch written by Mark
Dickinson.
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@ -184,6 +184,13 @@ Power and logarithmic functions
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result is calculated in a way which is accurate for *x* near zero.
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.. function:: log2(x)
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Return the base-2 logarithm of *x*.
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.. versionadded:: 3.3
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.. function:: log10(x)
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Return the base-10 logarithm of *x*. This is usually more accurate
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@ -76,6 +76,33 @@ New module: :mod:`faulthandler`.
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* :envvar:`PYTHONFAULTHANDLER`
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* :option:`-X` ``faulthandler``
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math
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----
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The :mod:`math` module has a new function:
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* :func:`~math.log2`: return the base-2 logarithm of *x*
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(Written by Mark Dickinson in :issue:`11888`).
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nntplib
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-------
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The :class:`nntplib.NNTP` class now supports the context manager protocol to
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unconditionally consume :exc:`socket.error` exceptions and to close the NNTP
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connection when done::
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>>> from nntplib import NNTP
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>>> with nntplib.NNTP('news.gmane.org') as n:
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... n.group('gmane.comp.python.committers')
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...
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('211 1454 1 1454 gmane.comp.python.committers', '1454', '1', '1454', 'gmane.comp.python.committers')
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>>>
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(Contributed by Giampaolo Rodolà in :issue:`9795`)
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os
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--
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@ -96,21 +123,6 @@ os
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(Patch submitted by Giampaolo Rodolà in :issue:`10784`.)
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nntplib
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-------
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The :class:`nntplib.NNTP` class now supports the context manager protocol to
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unconditionally consume :exc:`socket.error` exceptions and to close the NNTP
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connection when done::
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>>> from nntplib import NNTP
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>>> with nntplib.NNTP('news.gmane.org') as n:
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... n.group('gmane.comp.python.committers')
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...
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('211 1454 1 1454 gmane.comp.python.committers', '1454', '1', '1454', 'gmane.comp.python.committers')
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>>>
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(Contributed by Giampaolo Rodolà in :issue:`9795`)
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sys
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---
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@ -120,10 +132,11 @@ sys
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(:issue:`11223`)
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signal
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------
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* The :mod:`signal` module has a new functions:
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* The :mod:`signal` module has new functions:
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* :func:`~signal.pthread_sigmask`: fetch and/or change the signal mask of the
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calling thread (Contributed by Jean-Paul Calderone in :issue:`8407`) ;
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@ -517,3 +517,117 @@ expm10306 expm1 1.79e308 -> inf overflow
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-- weaker version of expm10302
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expm10307 expm1 709.5 -> 1.3549863193146328e+308
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-------------------------
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-- log2: log to base 2 --
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-------------------------
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-- special values
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log20000 log2 0.0 -> -inf divide-by-zero
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log20001 log2 -0.0 -> -inf divide-by-zero
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log20002 log2 inf -> inf
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log20003 log2 -inf -> nan invalid
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log20004 log2 nan -> nan
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-- exact value at 1.0
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log20010 log2 1.0 -> 0.0
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-- negatives
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log20020 log2 -5e-324 -> nan invalid
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log20021 log2 -1.0 -> nan invalid
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log20022 log2 -1.7e-308 -> nan invalid
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-- exact values at powers of 2
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log20100 log2 2.0 -> 1.0
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log20101 log2 4.0 -> 2.0
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log20102 log2 8.0 -> 3.0
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log20103 log2 16.0 -> 4.0
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log20104 log2 32.0 -> 5.0
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log20105 log2 64.0 -> 6.0
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log20106 log2 128.0 -> 7.0
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log20107 log2 256.0 -> 8.0
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log20108 log2 512.0 -> 9.0
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log20109 log2 1024.0 -> 10.0
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log20110 log2 2048.0 -> 11.0
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log20200 log2 0.5 -> -1.0
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log20200 log2 0.25 -> -2.0
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log20200 log2 0.125 -> -3.0
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log20200 log2 0.0625 -> -4.0
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-- values close to 1.0
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log20300 log2 1.0000000000000002 -> 3.2034265038149171e-16
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log20301 log2 1.0000000001 -> 1.4426951601859516e-10
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log20302 log2 1.00001 -> 1.4426878274712997e-5
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log20310 log2 0.9999999999999999 -> -1.6017132519074588e-16
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log20311 log2 0.9999999999 -> -1.4426951603302210e-10
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log20312 log2 0.99999 -> -1.4427022544056922e-5
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-- tiny values
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log20400 log2 5e-324 -> -1074.0
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log20401 log2 1e-323 -> -1073.0
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log20402 log2 1.5e-323 -> -1072.4150374992789
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log20403 log2 2e-323 -> -1072.0
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log20410 log2 1e-308 -> -1023.1538532253076
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log20411 log2 2.2250738585072014e-308 -> -1022.0
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log20412 log2 4.4501477170144028e-308 -> -1021.0
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log20412 log2 1e-307 -> -1019.8319251304202
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-- huge values
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log20500 log2 1.7976931348623157e+308 -> 1024.0
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log20501 log2 1.7e+308 -> 1023.9193879716706
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log20502 log2 8.9884656743115795e+307 -> 1023.0
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-- selection of random values
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log20600 log2 -7.2174324841039838e+289 -> nan invalid
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log20601 log2 -2.861319734089617e+265 -> nan invalid
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log20602 log2 -4.3507646894008962e+257 -> nan invalid
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log20603 log2 -6.6717265307520224e+234 -> nan invalid
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log20604 log2 -3.9118023786619294e+229 -> nan invalid
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log20605 log2 -1.5478221302505161e+206 -> nan invalid
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log20606 log2 -1.4380485131364602e+200 -> nan invalid
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log20607 log2 -3.7235198730382645e+185 -> nan invalid
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log20608 log2 -1.0472242235095724e+184 -> nan invalid
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log20609 log2 -5.0141781956163884e+160 -> nan invalid
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log20610 log2 -2.1157958031160324e+124 -> nan invalid
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log20611 log2 -7.9677558612567718e+90 -> nan invalid
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log20612 log2 -5.5553906194063732e+45 -> nan invalid
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log20613 log2 -16573900952607.953 -> nan invalid
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log20614 log2 -37198371019.888618 -> nan invalid
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log20615 log2 -6.0727115121422674e-32 -> nan invalid
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log20616 log2 -2.5406841656526057e-38 -> nan invalid
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log20617 log2 -4.9056766703267657e-43 -> nan invalid
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log20618 log2 -2.1646786075228305e-71 -> nan invalid
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log20619 log2 -2.470826790488573e-78 -> nan invalid
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log20620 log2 -3.8661709303489064e-165 -> nan invalid
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log20621 log2 -1.0516496976649986e-182 -> nan invalid
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log20622 log2 -1.5935458614317996e-255 -> nan invalid
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log20623 log2 -2.8750977267336654e-293 -> nan invalid
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log20624 log2 -7.6079466794732585e-296 -> nan invalid
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log20625 log2 3.2073253539988545e-307 -> -1018.1505544209213
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log20626 log2 1.674937885472249e-244 -> -809.80634755783126
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log20627 log2 1.0911259044931283e-214 -> -710.76679472274213
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log20628 log2 2.0275372624809709e-154 -> -510.55719818383272
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log20629 log2 7.3926087369631841e-115 -> -379.13564735312292
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log20630 log2 1.3480198206342423e-86 -> -285.25497445094436
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log20631 log2 8.9927384655719947e-83 -> -272.55127136401637
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log20632 log2 3.1452398713597487e-60 -> -197.66251564496875
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log20633 log2 7.0706573215457351e-55 -> -179.88420087782217
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log20634 log2 3.1258285390731669e-49 -> -161.13023800505653
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log20635 log2 8.2253046627829942e-41 -> -133.15898277355879
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log20636 log2 7.8691367397519897e+49 -> 165.75068202732419
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log20637 log2 2.9920561983925013e+64 -> 214.18453534573757
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log20638 log2 4.7827254553946841e+77 -> 258.04629628445673
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log20639 log2 3.1903566496481868e+105 -> 350.47616767491166
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log20640 log2 5.6195082449502419e+113 -> 377.86831861008250
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log20641 log2 9.9625658250651047e+125 -> 418.55752921228753
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log20642 log2 2.7358945220961532e+145 -> 483.13158636923413
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log20643 log2 2.785842387926931e+174 -> 579.49360214860280
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log20644 log2 2.4169172507252751e+193 -> 642.40529039289652
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log20645 log2 3.1689091206395632e+205 -> 682.65924573798395
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log20646 log2 2.535995592365391e+208 -> 692.30359597460460
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log20647 log2 6.2011236566089916e+233 -> 776.64177576730913
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log20648 log2 2.1843274820677632e+253 -> 841.57499717289647
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log20649 log2 8.7493931063474791e+297 -> 989.74182713073981
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@ -649,6 +649,28 @@ class MathTests(unittest.TestCase):
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n= 2**90
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self.assertAlmostEqual(math.log1p(n), math.log1p(float(n)))
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@requires_IEEE_754
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def testLog2(self):
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self.assertRaises(TypeError, math.log2)
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# Check that we get exact equality for log2 of powers of 2.
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actual = [math.log2(2.0**n) for n in range(-324, 1024)]
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expected = [float(n) for n in range(-324, 1024)]
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self.assertEqual(actual, expected)
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# Check some integer values
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self.assertEqual(math.log2(1), 0.0)
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self.assertEqual(math.log2(2), 1.0)
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self.assertEqual(math.log2(4), 2.0)
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# Large integer values
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self.assertEqual(math.log2(2**1023), 1023.0)
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self.assertEqual(math.log2(2**1024), 1024.0)
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self.assertEqual(math.log2(2**2000), 2000.0)
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self.assertRaises(ValueError, math.log2, -1.5)
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self.assertRaises(ValueError, math.log2, NINF)
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self.assertTrue(math.isnan(math.log2(NAN)))
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def testLog10(self):
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self.assertRaises(TypeError, math.log10)
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self.ftest('log10(0.1)', math.log10(0.1), -1)
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@ -140,6 +140,9 @@ Core and Builtins
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Library
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-------
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- Issue #11888: Add log2 function to math module. Patch written by Mark
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Dickinson.
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- Issue #12012: ssl.PROTOCOL_SSLv2 becomes optional.
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- Issue #8407: The signal handler writes the signal number as a single byte
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@ -577,6 +577,55 @@ m_log(double x)
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}
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}
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/*
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log2: log to base 2.
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Uses an algorithm that should:
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(a) produce exact results for powers of 2, and
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(b) be monotonic, assuming that the system log is monotonic.
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*/
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static double
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m_log2(double x)
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{
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if (!Py_IS_FINITE(x)) {
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if (Py_IS_NAN(x))
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return x; /* log2(nan) = nan */
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else if (x > 0.0)
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return x; /* log2(+inf) = +inf */
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else {
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errno = EDOM;
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return Py_NAN; /* log2(-inf) = nan, invalid-operation */
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}
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}
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if (x > 0.0) {
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double m;
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int e;
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m = frexp(x, &e);
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/* We want log2(m * 2**e) == log(m) / log(2) + e. Care is needed when
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* x is just greater than 1.0: in that case e is 1, log(m) is negative,
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* and we get significant cancellation error from the addition of
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* log(m) / log(2) to e. The slight rewrite of the expression below
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* avoids this problem.
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*/
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if (x >= 1.0) {
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return log(2.0 * m) / log(2.0) + (e - 1);
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}
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else {
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return log(m) / log(2.0) + e;
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}
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}
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else if (x == 0.0) {
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errno = EDOM;
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return -Py_HUGE_VAL; /* log2(0) = -inf, divide-by-zero */
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}
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else {
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errno = EDOM;
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return Py_NAN; /* log10(-inf) = nan, invalid-operation */
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}
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}
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static double
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m_log10(double x)
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{
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@ -1622,6 +1671,15 @@ PyDoc_STRVAR(math_log_doc,
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Return the logarithm of x to the given base.\n\
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If the base not specified, returns the natural logarithm (base e) of x.");
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static PyObject *
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math_log2(PyObject *self, PyObject *arg)
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{
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return loghelper(arg, m_log2, "log2");
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}
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PyDoc_STRVAR(math_log2_doc,
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"log2(x)\n\nReturn the base 2 logarithm of x.");
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static PyObject *
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math_log10(PyObject *self, PyObject *arg)
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{
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@ -1894,6 +1952,7 @@ static PyMethodDef math_methods[] = {
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{"log", math_log, METH_VARARGS, math_log_doc},
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{"log1p", math_log1p, METH_O, math_log1p_doc},
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{"log10", math_log10, METH_O, math_log10_doc},
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{"log2", math_log2, METH_O, math_log2_doc},
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{"modf", math_modf, METH_O, math_modf_doc},
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{"pow", math_pow, METH_VARARGS, math_pow_doc},
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{"radians", math_radians, METH_O, math_radians_doc},
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