from mpmath import * mpi_to_str = mp.mpi_to_str mpi_from_str = mp.mpi_from_str def test_interval_identity(): mp.dps = 15 assert mpi(2) == mpi(2, 2) assert mpi(2) != mpi(-2, 2) assert not (mpi(2) != mpi(2, 2)) assert mpi(-1, 1) == mpi(-1, 1) assert str(mpi('0.1')) == "[0.099999999999999991673, 0.10000000000000000555]" assert repr(mpi('0.1')) == "mpi(mpf('0.099999999999999992'), mpf('0.10000000000000001'))" u = mpi(-1, 3) assert -1 in u assert 2 in u assert 3 in u assert -1.1 not in u assert 3.1 not in u assert mpi(-1, 3) in u assert mpi(0, 1) in u assert mpi(-1.1, 2) not in u assert mpi(2.5, 3.1) not in u w = mpi(-inf, inf) assert mpi(-5, 5) in w assert mpi(2, inf) in w assert mpi(0, 2) in mpi(0, 10) assert not (3 in mpi(-inf, 0)) def test_interval_arithmetic(): mp.dps = 15 assert mpi(2) + mpi(3,4) == mpi(5,6) assert mpi(1, 2)**2 == mpi(1, 4) assert mpi(1) + mpi(0, 1e-50) == mpi(1, mpf('1.0000000000000002')) x = 1 / (1 / mpi(3)) assert x.a < 3 < x.b x = mpi(2) ** mpi(0.5) mp.dps += 5 sq = sqrt(2) mp.dps -= 5 assert x.a < sq < x.b assert mpi(1) / mpi(1, inf) assert mpi(2, 3) / inf == mpi(0, 0) assert mpi(0) / inf == 0 assert mpi(0) / 0 == mpi(-inf, inf) assert mpi(inf) / 0 == mpi(-inf, inf) assert mpi(0) * inf == mpi(-inf, inf) assert 1 / mpi(2, inf) == mpi(0, 0.5) assert str((mpi(50, 50) * mpi(-10, -10)) / 3) == \ '[-166.66666666666668561, -166.66666666666665719]' assert mpi(0, 4) ** 3 == mpi(0, 64) assert mpi(2,4).mid == 3 mp.dps = 30 a = mpi(pi) mp.dps = 15 b = +a assert b.a < a.a assert b.b > a.b a = mpi(pi) assert a == +a assert abs(mpi(-1,2)) == mpi(0,2) assert abs(mpi(0.5,2)) == mpi(0.5,2) assert abs(mpi(-3,2)) == mpi(0,3) assert abs(mpi(-3,-0.5)) == mpi(0.5,3) assert mpi(0) * mpi(2,3) == mpi(0) assert mpi(2,3) * mpi(0) == mpi(0) assert mpi(1,3).delta == 2 assert mpi(1,2) - mpi(3,4) == mpi(-3,-1) assert mpi(-inf,0) - mpi(0,inf) == mpi(-inf,0) assert mpi(-inf,0) - mpi(-inf,inf) == mpi(-inf,inf) assert mpi(0,inf) - mpi(-inf,1) == mpi(-1,inf) def test_interval_mul(): assert mpi(-1, 0) * inf == mpi(-inf, 0) assert mpi(-1, 0) * -inf == mpi(0, inf) assert mpi(0, 1) * inf == mpi(0, inf) assert mpi(0, 1) * mpi(0, inf) == mpi(0, inf) assert mpi(-1, 1) * inf == mpi(-inf, inf) assert mpi(-1, 1) * mpi(0, inf) == mpi(-inf, inf) assert mpi(-1, 1) * mpi(-inf, inf) == mpi(-inf, inf) assert mpi(-inf, 0) * mpi(0, 1) == mpi(-inf, 0) assert mpi(-inf, 0) * mpi(0, 0) * mpi(-inf, 0) assert mpi(-inf, 0) * mpi(-inf, inf) == mpi(-inf, inf) assert mpi(-5,0)*mpi(-32,28) == mpi(-140,160) assert mpi(2,3) * mpi(-1,2) == mpi(-3,6) # Should be undefined? assert mpi(inf, inf) * 0 == mpi(-inf, inf) assert mpi(-inf, -inf) * 0 == mpi(-inf, inf) assert mpi(0) * mpi(-inf,2) == mpi(-inf,inf) assert mpi(0) * mpi(-2,inf) == mpi(-inf,inf) assert mpi(-2,inf) * mpi(0) == mpi(-inf,inf) assert mpi(-inf,2) * mpi(0) == mpi(-inf,inf) def test_interval_pow(): assert mpi(3)**2 == mpi(9, 9) assert mpi(-3)**2 == mpi(9, 9) assert mpi(-3, 1)**2 == mpi(0, 9) assert mpi(-3, -1)**2 == mpi(1, 9) assert mpi(-3, -1)**3 == mpi(-27, -1) assert mpi(-3, 1)**3 == mpi(-27, 1) assert mpi(-2, 3)**2 == mpi(0, 9) assert mpi(-3, 2)**2 == mpi(0, 9) assert mpi(4) ** -1 == mpi(0.25, 0.25) assert mpi(-4) ** -1 == mpi(-0.25, -0.25) assert mpi(4) ** -2 == mpi(0.0625, 0.0625) assert mpi(-4) ** -2 == mpi(0.0625, 0.0625) assert mpi(0, 1) ** inf == mpi(0, 1) assert mpi(0, 1) ** -inf == mpi(1, inf) assert mpi(0, inf) ** inf == mpi(0, inf) assert mpi(0, inf) ** -inf == mpi(0, inf) assert mpi(1, inf) ** inf == mpi(1, inf) assert mpi(1, inf) ** -inf == mpi(0, 1) assert mpi(2, 3) ** 1 == mpi(2, 3) assert mpi(2, 3) ** 0 == 1 assert mpi(1,3) ** mpi(2) == mpi(1,9) def test_interval_sqrt(): assert mpi(4) ** 0.5 == mpi(2) def test_interval_div(): assert mpi(0.5, 1) / mpi(-1, 0) == mpi(-inf, -0.5) assert mpi(0, 1) / mpi(0, 1) == mpi(0, inf) assert mpi(inf, inf) / mpi(inf, inf) == mpi(0, inf) assert mpi(inf, inf) / mpi(2, inf) == mpi(0, inf) assert mpi(inf, inf) / mpi(2, 2) == mpi(inf, inf) assert mpi(0, inf) / mpi(2, inf) == mpi(0, inf) assert mpi(0, inf) / mpi(2, 2) == mpi(0, inf) assert mpi(2, inf) / mpi(2, 2) == mpi(1, inf) assert mpi(2, inf) / mpi(2, inf) == mpi(0, inf) assert mpi(-4, 8) / mpi(1, inf) == mpi(-4, 8) assert mpi(-4, 8) / mpi(0.5, inf) == mpi(-8, 16) assert mpi(-inf, 8) / mpi(0.5, inf) == mpi(-inf, 16) assert mpi(-inf, inf) / mpi(0.5, inf) == mpi(-inf, inf) assert mpi(8, inf) / mpi(0.5, inf) == mpi(0, inf) assert mpi(-8, inf) / mpi(0.5, inf) == mpi(-16, inf) assert mpi(-4, 8) / mpi(inf, inf) == mpi(0, 0) assert mpi(0, 8) / mpi(inf, inf) == mpi(0, 0) assert mpi(0, 0) / mpi(inf, inf) == mpi(0, 0) assert mpi(-inf, 0) / mpi(inf, inf) == mpi(-inf, 0) assert mpi(-inf, 8) / mpi(inf, inf) == mpi(-inf, 0) assert mpi(-inf, inf) / mpi(inf, inf) == mpi(-inf, inf) assert mpi(-8, inf) / mpi(inf, inf) == mpi(0, inf) assert mpi(0, inf) / mpi(inf, inf) == mpi(0, inf) assert mpi(8, inf) / mpi(inf, inf) == mpi(0, inf) assert mpi(inf, inf) / mpi(inf, inf) == mpi(0, inf) assert mpi(-1, 2) / mpi(0, 1) == mpi(-inf, +inf) assert mpi(0, 1) / mpi(0, 1) == mpi(0.0, +inf) assert mpi(-1, 0) / mpi(0, 1) == mpi(-inf, 0.0) assert mpi(-0.5, -0.25) / mpi(0, 1) == mpi(-inf, -0.25) assert mpi(0.5, 1) / mpi(0, 1) == mpi(0.5, +inf) assert mpi(0.5, 4) / mpi(0, 1) == mpi(0.5, +inf) assert mpi(-1, -0.5) / mpi(0, 1) == mpi(-inf, -0.5) assert mpi(-4, -0.5) / mpi(0, 1) == mpi(-inf, -0.5) assert mpi(-1, 2) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(0, 1) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(-1, 0) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(-0.5, -0.25) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(0.5, 1) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(0.5, 4) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(-1, -0.5) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(-4, -0.5) / mpi(-2, 0.5) == mpi(-inf, +inf) assert mpi(-1, 2) / mpi(-1, 0) == mpi(-inf, +inf) assert mpi(0, 1) / mpi(-1, 0) == mpi(-inf, 0.0) assert mpi(-1, 0) / mpi(-1, 0) == mpi(0.0, +inf) assert mpi(-0.5, -0.25) / mpi(-1, 0) == mpi(0.25, +inf) assert mpi(0.5, 1) / mpi(-1, 0) == mpi(-inf, -0.5) assert mpi(0.5, 4) / mpi(-1, 0) == mpi(-inf, -0.5) assert mpi(-1, -0.5) / mpi(-1, 0) == mpi(0.5, +inf) assert mpi(-4, -0.5) / mpi(-1, 0) == mpi(0.5, +inf) assert mpi(-1, 2) / mpi(0.5, 1) == mpi(-2.0, 4.0) assert mpi(0, 1) / mpi(0.5, 1) == mpi(0.0, 2.0) assert mpi(-1, 0) / mpi(0.5, 1) == mpi(-2.0, 0.0) assert mpi(-0.5, -0.25) / mpi(0.5, 1) == mpi(-1.0, -0.25) assert mpi(0.5, 1) / mpi(0.5, 1) == mpi(0.5, 2.0) assert mpi(0.5, 4) / mpi(0.5, 1) == mpi(0.5, 8.0) assert mpi(-1, -0.5) / mpi(0.5, 1) == mpi(-2.0, -0.5) assert mpi(-4, -0.5) / mpi(0.5, 1) == mpi(-8.0, -0.5) assert mpi(-1, 2) / mpi(-2, -0.5) == mpi(-4.0, 2.0) assert mpi(0, 1) / mpi(-2, -0.5) == mpi(-2.0, 0.0) assert mpi(-1, 0) / mpi(-2, -0.5) == mpi(0.0, 2.0) assert mpi(-0.5, -0.25) / mpi(-2, -0.5) == mpi(0.125, 1.0) assert mpi(0.5, 1) / mpi(-2, -0.5) == mpi(-2.0, -0.25) assert mpi(0.5, 4) / mpi(-2, -0.5) == mpi(-8.0, -0.25) assert mpi(-1, -0.5) / mpi(-2, -0.5) == mpi(0.25, 2.0) assert mpi(-4, -0.5) / mpi(-2, -0.5) == mpi(0.25, 8.0) # Should be undefined? assert mpi(0, 0) / mpi(0, 0) == mpi(-inf, inf) assert mpi(0, 0) / mpi(0, 1) == mpi(-inf, inf) def test_interval_cos_sin(): mp.dps = 15 # Around 0 assert cos(mpi(0)) == 1 assert sin(mpi(0)) == 0 assert cos(mpi(0,1)) == mpi(0.54030230586813965399, 1.0) assert sin(mpi(0,1)) == mpi(0, 0.8414709848078966159) assert cos(mpi(1,2)) == mpi(-0.4161468365471424069, 0.54030230586813976501) assert sin(mpi(1,2)) == mpi(0.84147098480789650488, 1.0) assert sin(mpi(1,2.5)) == mpi(0.59847214410395643824, 1.0) assert cos(mpi(-1, 1)) == mpi(0.54030230586813965399, 1.0) assert cos(mpi(-1, 0.5)) == mpi(0.54030230586813965399, 1.0) assert cos(mpi(-1, 1.5)) == mpi(0.070737201667702906405, 1.0) assert sin(mpi(-1,1)) == mpi(-0.8414709848078966159, 0.8414709848078966159) assert sin(mpi(-1,0.5)) == mpi(-0.8414709848078966159, 0.47942553860420300538) assert sin(mpi(-1,1e-100)) == mpi(-0.8414709848078966159, 1.00000000000000002e-100) assert sin(mpi(-2e-100,1e-100)) == mpi(-2.00000000000000004e-100, 1.00000000000000002e-100) # Same interval assert cos(mpi(2, 2.5)) == mpi(-0.80114361554693380718, -0.41614683654714235139) assert cos(mpi(3.5, 4)) == mpi(-0.93645668729079634129, -0.65364362086361182946) assert cos(mpi(5, 5.5)) == mpi(0.28366218546322624627, 0.70866977429126010168) assert sin(mpi(2, 2.5)) == mpi(0.59847214410395654927, 0.90929742682568170942) assert sin(mpi(3.5, 4)) == mpi(-0.75680249530792831347, -0.35078322768961983646) assert sin(mpi(5, 5.5)) == mpi(-0.95892427466313856499, -0.70554032557039181306) # Higher roots mp.dps = 55 w = 4*10**50 + mpf(0.5) for p in [15, 40, 80]: mp.dps = p assert 0 in sin(4*mpi(pi)) assert 0 in sin(4*10**50*mpi(pi)) assert 0 in cos((4+0.5)*mpi(pi)) assert 0 in cos(w*mpi(pi)) assert 1 in cos(4*mpi(pi)) assert 1 in cos(4*10**50*mpi(pi)) mp.dps = 15 assert cos(mpi(2,inf)) == mpi(-1,1) assert sin(mpi(2,inf)) == mpi(-1,1) assert cos(mpi(-inf,2)) == mpi(-1,1) assert sin(mpi(-inf,2)) == mpi(-1,1) u = tan(mpi(0.5,1)) assert u.a.ae(tan(0.5)) assert u.b.ae(tan(1)) v = cot(mpi(0.5,1)) assert v.a.ae(cot(1)) assert v.b.ae(cot(0.5)) def test_mpi_to_str(): mp.dps = 30 x = mpi(1, 2) # FIXME: error_dps should not be necessary assert mpi_to_str(x, mode='plusminus', error_dps=6) == '1.5 +- 0.5' assert mpi_to_str(x, mode='plusminus', use_spaces=False, error_dps=6 ) == '1.5+-0.5' assert mpi_to_str(x, mode='percent') == '1.5 (33.33%)' assert mpi_to_str(x, mode='brackets', use_spaces=False) == '[1.0,2.0]' assert mpi_to_str(x, mode='brackets' , brackets=('<', '>')) == '<1.0, 2.0>' x = mpi('5.2582327113062393041', '5.2582327113062749951') assert (mpi_to_str(x, mode='diff') == '5.2582327113062[393041, 749951]') assert (mpi_to_str(cos(mpi(1)), mode='diff', use_spaces=False) == '0.54030230586813971740093660744[2955,3053]') assert (mpi_to_str(mpi('1e123', '1e129'), mode='diff') == '[1.0e+123, 1.0e+129]') assert (mpi_to_str(exp(mpi('5000.1')), mode='diff') == '3.2797365856787867069110487[0926, 1191]e+2171') def test_mpi_from_str(): assert mpi_from_str('1.5 +- 0.5') == mpi(mpf('1.0'), mpf('2.0')) assert (mpi_from_str('1.5 (33.33333333333333333333333333333%)') == mpi(mpf(1), mpf(2))) assert mpi_from_str('[1, 2]') == mpi(1, 2) assert mpi_from_str('1[2, 3]') == mpi(12, 13) assert mpi_from_str('1.[23,46]e-8') == mpi('1.23e-8', '1.46e-8') assert mpi_from_str('12[3.4,5.9]e4') == mpi('123.4e+4', '125.9e4')