def mpc_agm(a, b, prec, rnd=round_fast): """ Complex AGM. TODO: * check that convergence works as intended * optimize * select a nonarbitrary branch """ if mpc_is_infnan(a) or mpc_is_infnan(b): return fnan, fnan if mpc_zero in (a, b): return fzero, fzero if mpc_neg(a) == b: return fzero, fzero wp = prec + 20 eps = mpf_shift(fone, -wp + 10) while 1: a1 = mpc_shift(mpc_add(a, b, wp), -1) b1 = mpc_sqrt(mpc_mul(a, b, wp), wp) a, b = a1, b1 size = sorted([mpc_abs(a, 10), mpc_abs(a, 10)], cmp=mpf_cmp)[1] err = mpc_abs(mpc_sub(a, b, 10), 10) if size == fzero or mpf_lt(err, mpf_mul(eps, size)): return a
def mpc_agm(a, b, prec, rnd=round_fast): """ Complex AGM. TODO: * check that convergence works as intended * optimize * select a nonarbitrary branch """ if mpc_is_infnan(a) or mpc_is_infnan(b): return fnan, fnan if mpc_zero in (a, b): return fzero, fzero if mpc_neg(a) == b: return fzero, fzero wp = prec+20 eps = mpf_shift(fone, -wp+10) while 1: a1 = mpc_shift(mpc_add(a, b, wp), -1) b1 = mpc_sqrt(mpc_mul(a, b, wp), wp) a, b = a1, b1 size = mpf_min_max([mpc_abs(a,10), mpc_abs(b,10)])[1] err = mpc_abs(mpc_sub(a, b, 10), 10) if size == fzero or mpf_lt(err, mpf_mul(eps, size)): return a
def mpc_zeta(s, prec, rnd=round_fast, alt=0): re, im = s if im == fzero: return mpf_zeta(re, prec, rnd, alt), fzero wp = prec + 20 # Reflection formula. To be rigorous, we should reflect to the left of # re = 1/2 (see comments for mpf_zeta), but this leads to unnecessary # slowdown for interesting values of s if mpf_lt(re, fzero): # XXX: could use the separate refl. formula for Dirichlet eta if alt: q = mpc_sub(mpc_one, mpc_pow(mpc_two, mpc_sub(mpc_one, s, wp), wp), wp) return mpc_mul(mpc_zeta(s, wp), q, prec, rnd) # XXX: -1 should be done exactly y = mpc_sub(mpc_one, s, 10*wp) a = mpc_gamma(y, wp) b = mpc_zeta(y, wp) c = mpc_sin_pi(mpc_shift(s, -1), wp) rsign, rman, rexp, rbc = re isign, iman, iexp, ibc = im mag = max(rexp+rbc, iexp+ibc) wp2 = wp + mag pi = mpf_pi(wp+wp2) pi2 = (mpf_shift(pi, 1), fzero) d = mpc_div_mpf(mpc_pow(pi2, s, wp2), pi, wp2) return mpc_mul(a,mpc_mul(b,mpc_mul(c,d,wp),wp),prec,rnd) n = int(wp/2.54 + 5) n += int(0.9*abs(to_int(im))) d = borwein_coefficients(n) ref = to_fixed(re, wp) imf = to_fixed(im, wp) tre = MP_ZERO tim = MP_ZERO one = MP_ONE << wp one_2wp = MP_ONE << (2*wp) critical_line = re == fhalf for k in xrange(n): log = log_int_fixed(k+1, wp) # A square root is much cheaper than an exp if critical_line: w = one_2wp // sqrt_fixed((k+1) << wp, wp) else: w = to_fixed(mpf_exp(from_man_exp(-ref*log, -2*wp), wp), wp) if k & 1: w *= (d[n] - d[k]) else: w *= (d[k] - d[n]) wre, wim = cos_sin(from_man_exp(-imf * log_int_fixed(k+1, wp), -2*wp), wp) tre += (w * to_fixed(wre, wp)) >> wp tim += (w * to_fixed(wim, wp)) >> wp tre //= (-d[n]) tim //= (-d[n]) tre = from_man_exp(tre, -wp, wp) tim = from_man_exp(tim, -wp, wp) if alt: return mpc_pos((tre, tim), prec, rnd) else: q = mpc_sub(mpc_one, mpc_pow(mpc_two, mpc_sub(mpc_one, s, wp), wp), wp) return mpc_div((tre, tim), q, prec, rnd)
def mpi_abs(s, prec): sa, sb = s sas = mpf_sign(sa) sbs = mpf_sign(sb) # Both points nonnegative? if sas >= 0: a = mpf_pos(sa, prec, round_floor) b = mpf_pos(sb, prec, round_ceiling) # Upper point nonnegative? elif sbs >= 0: a = fzero negsa = mpf_neg(sa) if mpf_lt(negsa, sb): b = mpf_pos(sb, prec, round_ceiling) else: b = mpf_pos(negsa, prec, round_ceiling) # Both negative? else: a = mpf_neg(sb, prec, round_floor) b = mpf_neg(sa, prec, round_ceiling) return a, b
def mpi_gamma(z, prec, type=0): a, b = z wp = prec + 20 if type == 1: return mpi_gamma(mpi_add(z, mpi_one, wp), prec, 0) # increasing if mpf_gt(a, gamma_min_b): if type == 0: c = mpf_gamma(a, prec, round_floor) d = mpf_gamma(b, prec, round_ceiling) elif type == 2: c = mpf_rgamma(b, prec, round_floor) d = mpf_rgamma(a, prec, round_ceiling) elif type == 3: c = mpf_loggamma(a, prec, round_floor) d = mpf_loggamma(b, prec, round_ceiling) # decreasing elif mpf_gt(a, fzero) and mpf_lt(b, gamma_min_a): if type == 0: c = mpf_gamma(b, prec, round_floor) d = mpf_gamma(a, prec, round_ceiling) elif type == 2: c = mpf_rgamma(a, prec, round_floor) d = mpf_rgamma(b, prec, round_ceiling) elif type == 3: c = mpf_loggamma(b, prec, round_floor) d = mpf_loggamma(a, prec, round_ceiling) else: # TODO: reflection formula znew = mpi_add(z, mpi_one, wp) if type == 0: return mpi_div(mpi_gamma(znew, prec + 2, 0), z, prec) if type == 2: return mpi_mul(mpi_gamma(znew, prec + 2, 2), z, prec) if type == 3: return mpi_sub(mpi_gamma(znew, prec + 2, 3), mpi_log(z, prec + 2), prec) return c, d
def mpi_gamma(z, prec, type=0): a, b = z wp = prec+20 if type == 1: return mpi_gamma(mpi_add(z, mpi_one, wp), prec, 0) # increasing if mpf_gt(a, gamma_min_b): if type == 0: c = mpf_gamma(a, prec, round_floor) d = mpf_gamma(b, prec, round_ceiling) elif type == 2: c = mpf_rgamma(b, prec, round_floor) d = mpf_rgamma(a, prec, round_ceiling) elif type == 3: c = mpf_loggamma(a, prec, round_floor) d = mpf_loggamma(b, prec, round_ceiling) # decreasing elif mpf_gt(a, fzero) and mpf_lt(b, gamma_min_a): if type == 0: c = mpf_gamma(b, prec, round_floor) d = mpf_gamma(a, prec, round_ceiling) elif type == 2: c = mpf_rgamma(a, prec, round_floor) d = mpf_rgamma(b, prec, round_ceiling) elif type == 3: c = mpf_loggamma(b, prec, round_floor) d = mpf_loggamma(a, prec, round_ceiling) else: # TODO: reflection formula znew = mpi_add(z, mpi_one, wp) if type == 0: return mpi_div(mpi_gamma(znew, prec+2, 0), z, prec) if type == 2: return mpi_mul(mpi_gamma(znew, prec+2, 2), z, prec) if type == 3: return mpi_sub(mpi_gamma(znew, prec+2, 3), mpi_log(z, prec+2), prec) return c, d
def mpc_zeta(s, prec, rnd=round_fast, alt=0, force=False): re, im = s if im == fzero: return mpf_zeta(re, prec, rnd, alt), fzero # slow for large s if (not force) and mpf_gt(mpc_abs(s, 10), from_int(prec)): raise NotImplementedError wp = prec + 20 # Near pole r = mpc_sub(mpc_one, s, wp) asign, aman, aexp, abc = mpc_abs(r, 10) pole_dist = -2*(aexp+abc) if pole_dist > wp: if alt: q = mpf_ln2(wp) y = mpf_mul(q, mpf_euler(wp), wp) g = mpf_shift(mpf_mul(q, q, wp), -1) g = mpf_sub(y, g) z = mpc_mul_mpf(r, mpf_neg(g), wp) z = mpc_add_mpf(z, q, wp) return mpc_pos(z, prec, rnd) else: q = mpc_neg(mpc_div(mpc_one, r, wp)) q = mpc_add_mpf(q, mpf_euler(wp), wp) return mpc_pos(q, prec, rnd) else: wp += max(0, pole_dist) # Reflection formula. To be rigorous, we should reflect to the left of # re = 1/2 (see comments for mpf_zeta), but this leads to unnecessary # slowdown for interesting values of s if mpf_lt(re, fzero): # XXX: could use the separate refl. formula for Dirichlet eta if alt: q = mpc_sub(mpc_one, mpc_pow(mpc_two, mpc_sub(mpc_one, s, wp), wp), wp) return mpc_mul(mpc_zeta(s, wp), q, prec, rnd) # XXX: -1 should be done exactly y = mpc_sub(mpc_one, s, 10*wp) a = mpc_gamma(y, wp) b = mpc_zeta(y, wp) c = mpc_sin_pi(mpc_shift(s, -1), wp) rsign, rman, rexp, rbc = re isign, iman, iexp, ibc = im mag = max(rexp+rbc, iexp+ibc) wp2 = wp + mag pi = mpf_pi(wp+wp2) pi2 = (mpf_shift(pi, 1), fzero) d = mpc_div_mpf(mpc_pow(pi2, s, wp2), pi, wp2) return mpc_mul(a,mpc_mul(b,mpc_mul(c,d,wp),wp),prec,rnd) n = int(wp/2.54 + 5) n += int(0.9*abs(to_int(im))) d = borwein_coefficients(n) ref = to_fixed(re, wp) imf = to_fixed(im, wp) tre = MPZ_ZERO tim = MPZ_ZERO one = MPZ_ONE << wp one_2wp = MPZ_ONE << (2*wp) critical_line = re == fhalf for k in xrange(n): log = log_int_fixed(k+1, wp) # A square root is much cheaper than an exp if critical_line: w = one_2wp // sqrt_fixed((k+1) << wp, wp) else: w = to_fixed(mpf_exp(from_man_exp(-ref*log, -2*wp), wp), wp) if k & 1: w *= (d[n] - d[k]) else: w *= (d[k] - d[n]) wre, wim = mpf_cos_sin(from_man_exp(-imf * log, -2*wp), wp) tre += (w * to_fixed(wre, wp)) >> wp tim += (w * to_fixed(wim, wp)) >> wp tre //= (-d[n]) tim //= (-d[n]) tre = from_man_exp(tre, -wp, wp) tim = from_man_exp(tim, -wp, wp) if alt: return mpc_pos((tre, tim), prec, rnd) else: q = mpc_sub(mpc_one, mpc_pow(mpc_two, r, wp), wp) return mpc_div((tre, tim), q, prec, rnd)
def mpc_zeta(s, prec, rnd=round_fast, alt=0): re, im = s if im == fzero: return mpf_zeta(re, prec, rnd, alt), fzero wp = prec + 20 # Reflection formula. To be rigorous, we should reflect to the left of # re = 1/2 (see comments for mpf_zeta), but this leads to unnecessary # slowdown for interesting values of s if mpf_lt(re, fzero): # XXX: could use the separate refl. formula for Dirichlet eta if alt: q = mpc_sub(mpc_one, mpc_pow(mpc_two, mpc_sub(mpc_one, s, wp), wp), wp) return mpc_mul(mpc_zeta(s, wp), q, prec, rnd) # XXX: -1 should be done exactly y = mpc_sub(mpc_one, s, 10 * wp) a = mpc_gamma(y, wp) b = mpc_zeta(y, wp) c = mpc_sin_pi(mpc_shift(s, -1), wp) rsign, rman, rexp, rbc = re isign, iman, iexp, ibc = im mag = max(rexp + rbc, iexp + ibc) wp2 = wp + mag pi = mpf_pi(wp + wp2) pi2 = (mpf_shift(pi, 1), fzero) d = mpc_div_mpf(mpc_pow(pi2, s, wp2), pi, wp2) return mpc_mul(a, mpc_mul(b, mpc_mul(c, d, wp), wp), prec, rnd) n = int(wp / 2.54 + 5) n += int(0.9 * abs(to_int(im))) d = borwein_coefficients(n) ref = to_fixed(re, wp) imf = to_fixed(im, wp) tre = MP_ZERO tim = MP_ZERO one = MP_ONE << wp one_2wp = MP_ONE << (2 * wp) critical_line = re == fhalf for k in xrange(n): log = log_int_fixed(k + 1, wp) # A square root is much cheaper than an exp if critical_line: w = one_2wp // sqrt_fixed((k + 1) << wp, wp) else: w = to_fixed(mpf_exp(from_man_exp(-ref * log, -2 * wp), wp), wp) if k & 1: w *= (d[n] - d[k]) else: w *= (d[k] - d[n]) wre, wim = cos_sin( from_man_exp(-imf * log_int_fixed(k + 1, wp), -2 * wp), wp) tre += (w * to_fixed(wre, wp)) >> wp tim += (w * to_fixed(wim, wp)) >> wp tre //= (-d[n]) tim //= (-d[n]) tre = from_man_exp(tre, -wp, wp) tim = from_man_exp(tim, -wp, wp) if alt: return mpc_pos((tre, tim), prec, rnd) else: q = mpc_sub(mpc_one, mpc_pow(mpc_two, mpc_sub(mpc_one, s, wp), wp), wp) return mpc_div((tre, tim), q, prec, rnd)
def mpc_zeta(s, prec, rnd=round_fast, alt=0, force=False): re, im = s if im == fzero: return mpf_zeta(re, prec, rnd, alt), fzero # slow for large s if (not force) and mpf_gt(mpc_abs(s, 10), from_int(prec)): raise NotImplementedError wp = prec + 20 # Near pole r = mpc_sub(mpc_one, s, wp) asign, aman, aexp, abc = mpc_abs(r, 10) pole_dist = -2 * (aexp + abc) if pole_dist > wp: if alt: q = mpf_ln2(wp) y = mpf_mul(q, mpf_euler(wp), wp) g = mpf_shift(mpf_mul(q, q, wp), -1) g = mpf_sub(y, g) z = mpc_mul_mpf(r, mpf_neg(g), wp) z = mpc_add_mpf(z, q, wp) return mpc_pos(z, prec, rnd) else: q = mpc_neg(mpc_div(mpc_one, r, wp)) q = mpc_add_mpf(q, mpf_euler(wp), wp) return mpc_pos(q, prec, rnd) else: wp += max(0, pole_dist) # Reflection formula. To be rigorous, we should reflect to the left of # re = 1/2 (see comments for mpf_zeta), but this leads to unnecessary # slowdown for interesting values of s if mpf_lt(re, fzero): # XXX: could use the separate refl. formula for Dirichlet eta if alt: q = mpc_sub(mpc_one, mpc_pow(mpc_two, mpc_sub(mpc_one, s, wp), wp), wp) return mpc_mul(mpc_zeta(s, wp), q, prec, rnd) # XXX: -1 should be done exactly y = mpc_sub(mpc_one, s, 10 * wp) a = mpc_gamma(y, wp) b = mpc_zeta(y, wp) c = mpc_sin_pi(mpc_shift(s, -1), wp) rsign, rman, rexp, rbc = re isign, iman, iexp, ibc = im mag = max(rexp + rbc, iexp + ibc) wp2 = wp + mag pi = mpf_pi(wp + wp2) pi2 = (mpf_shift(pi, 1), fzero) d = mpc_div_mpf(mpc_pow(pi2, s, wp2), pi, wp2) return mpc_mul(a, mpc_mul(b, mpc_mul(c, d, wp), wp), prec, rnd) n = int(wp / 2.54 + 5) n += int(0.9 * abs(to_int(im))) d = borwein_coefficients(n) ref = to_fixed(re, wp) imf = to_fixed(im, wp) tre = MPZ_ZERO tim = MPZ_ZERO one = MPZ_ONE << wp one_2wp = MPZ_ONE << (2 * wp) critical_line = re == fhalf for k in xrange(n): log = log_int_fixed(k + 1, wp) # A square root is much cheaper than an exp if critical_line: w = one_2wp // sqrt_fixed((k + 1) << wp, wp) else: w = to_fixed(mpf_exp(from_man_exp(-ref * log, -2 * wp), wp), wp) if k & 1: w *= (d[n] - d[k]) else: w *= (d[k] - d[n]) wre, wim = mpf_cos_sin(from_man_exp(-imf * log, -2 * wp), wp) tre += (w * to_fixed(wre, wp)) >> wp tim += (w * to_fixed(wim, wp)) >> wp tre //= (-d[n]) tim //= (-d[n]) tre = from_man_exp(tre, -wp, wp) tim = from_man_exp(tim, -wp, wp) if alt: return mpc_pos((tre, tim), prec, rnd) else: q = mpc_sub(mpc_one, mpc_pow(mpc_two, r, wp), wp) return mpc_div((tre, tim), q, prec, rnd)
def mpci_gamma(z, prec, type=0): (a1, a2), (b1, b2) = z # Real case if b1 == b2 == fzero and (type != 3 or mpf_gt(a1, fzero)): return mpi_gamma(z, prec, type), mpi_zero # Estimate precision wp = prec + 20 if type != 3: amag = a2[2] + a2[3] bmag = b2[2] + b2[3] if a2 != fzero: mag = max(amag, bmag) else: mag = bmag an = abs(to_int(a2)) bn = abs(to_int(b2)) absn = max(an, bn) gamma_size = max(0, absn * mag) wp += bitcount(gamma_size) # Assume type != 1 if type == 1: (a1, a2) = mpi_add((a1, a2), mpi_one, wp) z = (a1, a2), (b1, b2) type = 0 # Avoid non-monotonic region near the negative real axis if mpf_lt(a1, gamma_min_b): if mpi_overlap((b1, b2), (gamma_mono_imag_a, gamma_mono_imag_b)): # TODO: reflection formula #if mpf_lt(a2, mpf_shift(fone,-1)): # znew = mpci_sub((mpi_one,mpi_zero),z,wp) # ... # Recurrence: # gamma(z) = gamma(z+1)/z znew = mpi_add((a1, a2), mpi_one, wp), (b1, b2) if type == 0: return mpci_div(mpci_gamma(znew, prec + 2, 0), z, prec) if type == 2: return mpci_mul(mpci_gamma(znew, prec + 2, 2), z, prec) if type == 3: return mpci_sub(mpci_gamma(znew, prec + 2, 3), mpci_log(z, prec + 2), prec) # Use monotonicity (except for a small region close to the # origin and near poles) # upper half-plane if mpf_ge(b1, fzero): minre = mpc_loggamma((a1, b2), wp, round_floor) maxre = mpc_loggamma((a2, b1), wp, round_ceiling) minim = mpc_loggamma((a1, b1), wp, round_floor) maxim = mpc_loggamma((a2, b2), wp, round_ceiling) # lower half-plane elif mpf_le(b2, fzero): minre = mpc_loggamma((a1, b1), wp, round_floor) maxre = mpc_loggamma((a2, b2), wp, round_ceiling) minim = mpc_loggamma((a2, b1), wp, round_floor) maxim = mpc_loggamma((a1, b2), wp, round_ceiling) # crosses real axis else: maxre = mpc_loggamma((a2, fzero), wp, round_ceiling) # stretches more into the lower half-plane if mpf_gt(mpf_neg(b1), b2): minre = mpc_loggamma((a1, b1), wp, round_ceiling) else: minre = mpc_loggamma((a1, b2), wp, round_ceiling) minim = mpc_loggamma((a2, b1), wp, round_floor) maxim = mpc_loggamma((a2, b2), wp, round_floor) w = (minre[0], maxre[0]), (minim[1], maxim[1]) if type == 3: return mpi_pos(w[0], prec), mpi_pos(w[1], prec) if type == 2: w = mpci_neg(w) return mpci_exp(w, prec)
def mpi_overlap(x, y): a, b = x c, d = y if mpf_lt(d, a): return False if mpf_gt(c, b): return False return True
def mpi_lt(s, t): sa, sb = s ta, tb = t if mpf_lt(sb, ta): return True if mpf_ge(sa, tb): return False return None
def mpci_gamma(z, prec, type=0): (a1,a2), (b1,b2) = z # Real case if b1 == b2 == fzero and (type != 3 or mpf_gt(a1,fzero)): return mpi_gamma(z, prec, type), mpi_zero # Estimate precision wp = prec+20 if type != 3: amag = a2[2]+a2[3] bmag = b2[2]+b2[3] if a2 != fzero: mag = max(amag, bmag) else: mag = bmag an = abs(to_int(a2)) bn = abs(to_int(b2)) absn = max(an, bn) gamma_size = max(0,absn*mag) wp += bitcount(gamma_size) # Assume type != 1 if type == 1: (a1,a2) = mpi_add((a1,a2), mpi_one, wp); z = (a1,a2), (b1,b2) type = 0 # Avoid non-monotonic region near the negative real axis if mpf_lt(a1, gamma_min_b): if mpi_overlap((b1,b2), (gamma_mono_imag_a, gamma_mono_imag_b)): # TODO: reflection formula #if mpf_lt(a2, mpf_shift(fone,-1)): # znew = mpci_sub((mpi_one,mpi_zero),z,wp) # ... # Recurrence: # gamma(z) = gamma(z+1)/z znew = mpi_add((a1,a2), mpi_one, wp), (b1,b2) if type == 0: return mpci_div(mpci_gamma(znew, prec+2, 0), z, prec) if type == 2: return mpci_mul(mpci_gamma(znew, prec+2, 2), z, prec) if type == 3: return mpci_sub(mpci_gamma(znew, prec+2, 3), mpci_log(z,prec+2), prec) # Use monotonicity (except for a small region close to the # origin and near poles) # upper half-plane if mpf_ge(b1, fzero): minre = mpc_loggamma((a1,b2), wp, round_floor) maxre = mpc_loggamma((a2,b1), wp, round_ceiling) minim = mpc_loggamma((a1,b1), wp, round_floor) maxim = mpc_loggamma((a2,b2), wp, round_ceiling) # lower half-plane elif mpf_le(b2, fzero): minre = mpc_loggamma((a1,b1), wp, round_floor) maxre = mpc_loggamma((a2,b2), wp, round_ceiling) minim = mpc_loggamma((a2,b1), wp, round_floor) maxim = mpc_loggamma((a1,b2), wp, round_ceiling) # crosses real axis else: maxre = mpc_loggamma((a2,fzero), wp, round_ceiling) # stretches more into the lower half-plane if mpf_gt(mpf_neg(b1), b2): minre = mpc_loggamma((a1,b1), wp, round_ceiling) else: minre = mpc_loggamma((a1,b2), wp, round_ceiling) minim = mpc_loggamma((a2,b1), wp, round_floor) maxim = mpc_loggamma((a2,b2), wp, round_floor) w = (minre[0], maxre[0]), (minim[1], maxim[1]) if type == 3: return mpi_pos(w[0], prec), mpi_pos(w[1], prec) if type == 2: w = mpci_neg(w) return mpci_exp(w, prec)