from mpmath import * from mpmath.libmp import * import random def test_fractional_pow(): mp.dps = 15 assert mpf(16) ** 2.5 == 1024 assert mpf(64) ** 0.5 == 8 assert mpf(64) ** -0.5 == 0.125 assert mpf(16) ** -2.5 == 0.0009765625 assert (mpf(10) ** 0.5).ae(3.1622776601683791) assert (mpf(10) ** 2.5).ae(316.2277660168379) assert (mpf(10) ** -0.5).ae(0.31622776601683794) assert (mpf(10) ** -2.5).ae(0.0031622776601683794) assert (mpf(10) ** 0.3).ae(1.9952623149688795) assert (mpf(10) ** -0.3).ae(0.50118723362727224) def test_pow_integer_direction(): """ Test that inexact integer powers are rounded in the right direction. """ random.seed(1234) for prec in [10, 53, 200]: for i in range(50): a = random.randint(1<<(prec-1), 1< ab def test_pow_epsilon_rounding(): """ Stress test directed rounding for powers with integer exponents. Basically, we look at the following cases: >>> 1.0001 ** -5 # doctest: +SKIP 0.99950014996500702 >>> 0.9999 ** -5 # doctest: +SKIP 1.000500150035007 >>> (-1.0001) ** -5 # doctest: +SKIP -0.99950014996500702 >>> (-0.9999) ** -5 # doctest: +SKIP -1.000500150035007 >>> 1.0001 ** -6 # doctest: +SKIP 0.99940020994401269 >>> 0.9999 ** -6 # doctest: +SKIP 1.0006002100560125 >>> (-1.0001) ** -6 # doctest: +SKIP 0.99940020994401269 >>> (-0.9999) ** -6 # doctest: +SKIP 1.0006002100560125 etc. We run the tests with values a very small epsilon away from 1: small enough that the result is indistinguishable from 1 when rounded to nearest at the output precision. We check that the result is not erroneously rounded to 1 in cases where the rounding should be done strictly away from 1. """ def powr(x, n, r): return make_mpf(mpf_pow_int(x._mpf_, n, mp.prec, r)) for (inprec, outprec) in [(100, 20), (5000, 3000)]: mp.prec = inprec pos10001 = mpf(1) + mpf(2)**(-inprec+5) pos09999 = mpf(1) - mpf(2)**(-inprec+5) neg10001 = -pos10001 neg09999 = -pos09999 mp.prec = outprec r = round_up assert powr(pos10001, 5, r) > 1 assert powr(pos09999, 5, r) == 1 assert powr(neg10001, 5, r) < -1 assert powr(neg09999, 5, r) == -1 assert powr(pos10001, 6, r) > 1 assert powr(pos09999, 6, r) == 1 assert powr(neg10001, 6, r) > 1 assert powr(neg09999, 6, r) == 1 assert powr(pos10001, -5, r) == 1 assert powr(pos09999, -5, r) > 1 assert powr(neg10001, -5, r) == -1 assert powr(neg09999, -5, r) < -1 assert powr(pos10001, -6, r) == 1 assert powr(pos09999, -6, r) > 1 assert powr(neg10001, -6, r) == 1 assert powr(neg09999, -6, r) > 1 r = round_down assert powr(pos10001, 5, r) == 1 assert powr(pos09999, 5, r) < 1 assert powr(neg10001, 5, r) == -1 assert powr(neg09999, 5, r) > -1 assert powr(pos10001, 6, r) == 1 assert powr(pos09999, 6, r) < 1 assert powr(neg10001, 6, r) == 1 assert powr(neg09999, 6, r) < 1 assert powr(pos10001, -5, r) < 1 assert powr(pos09999, -5, r) == 1 assert powr(neg10001, -5, r) > -1 assert powr(neg09999, -5, r) == -1 assert powr(pos10001, -6, r) < 1 assert powr(pos09999, -6, r) == 1 assert powr(neg10001, -6, r) < 1 assert powr(neg09999, -6, r) == 1 r = round_ceiling assert powr(pos10001, 5, r) > 1 assert powr(pos09999, 5, r) == 1 assert powr(neg10001, 5, r) == -1 assert powr(neg09999, 5, r) > -1 assert powr(pos10001, 6, r) > 1 assert powr(pos09999, 6, r) == 1 assert powr(neg10001, 6, r) > 1 assert powr(neg09999, 6, r) == 1 assert powr(pos10001, -5, r) == 1 assert powr(pos09999, -5, r) > 1 assert powr(neg10001, -5, r) > -1 assert powr(neg09999, -5, r) == -1 assert powr(pos10001, -6, r) == 1 assert powr(pos09999, -6, r) > 1 assert powr(neg10001, -6, r) == 1 assert powr(neg09999, -6, r) > 1 r = round_floor assert powr(pos10001, 5, r) == 1 assert powr(pos09999, 5, r) < 1 assert powr(neg10001, 5, r) < -1 assert powr(neg09999, 5, r) == -1 assert powr(pos10001, 6, r) == 1 assert powr(pos09999, 6, r) < 1 assert powr(neg10001, 6, r) == 1 assert powr(neg09999, 6, r) < 1 assert powr(pos10001, -5, r) < 1 assert powr(pos09999, -5, r) == 1 assert powr(neg10001, -5, r) == -1 assert powr(neg09999, -5, r) < -1 assert powr(pos10001, -6, r) < 1 assert powr(pos09999, -6, r) == 1 assert powr(neg10001, -6, r) < 1 assert powr(neg09999, -6, r) == 1 mp.dps = 15