| | """ |
| | Low-level functions for complex arithmetic. |
| | """ |
| |
|
| | import sys |
| |
|
| | from .backend import MPZ, MPZ_ZERO, MPZ_ONE, MPZ_TWO, BACKEND |
| |
|
| | from .libmpf import (\ |
| | round_floor, round_ceiling, round_down, round_up, |
| | round_nearest, round_fast, bitcount, |
| | bctable, normalize, normalize1, reciprocal_rnd, rshift, lshift, giant_steps, |
| | negative_rnd, |
| | to_str, to_fixed, from_man_exp, from_float, to_float, from_int, to_int, |
| | fzero, fone, ftwo, fhalf, finf, fninf, fnan, fnone, |
| | mpf_abs, mpf_pos, mpf_neg, mpf_add, mpf_sub, mpf_mul, |
| | mpf_div, mpf_mul_int, mpf_shift, mpf_sqrt, mpf_hypot, |
| | mpf_rdiv_int, mpf_floor, mpf_ceil, mpf_nint, mpf_frac, |
| | mpf_sign, mpf_hash, |
| | ComplexResult |
| | ) |
| |
|
| | from .libelefun import (\ |
| | mpf_pi, mpf_exp, mpf_log, mpf_cos_sin, mpf_cosh_sinh, mpf_tan, mpf_pow_int, |
| | mpf_log_hypot, |
| | mpf_cos_sin_pi, mpf_phi, |
| | mpf_cos, mpf_sin, mpf_cos_pi, mpf_sin_pi, |
| | mpf_atan, mpf_atan2, mpf_cosh, mpf_sinh, mpf_tanh, |
| | mpf_asin, mpf_acos, mpf_acosh, mpf_nthroot, mpf_fibonacci |
| | ) |
| |
|
| | |
| | mpc_one = fone, fzero |
| | mpc_zero = fzero, fzero |
| | mpc_two = ftwo, fzero |
| | mpc_half = (fhalf, fzero) |
| |
|
| | _infs = (finf, fninf) |
| | _infs_nan = (finf, fninf, fnan) |
| |
|
| | def mpc_is_inf(z): |
| | """Check if either real or imaginary part is infinite""" |
| | re, im = z |
| | if re in _infs: return True |
| | if im in _infs: return True |
| | return False |
| |
|
| | def mpc_is_infnan(z): |
| | """Check if either real or imaginary part is infinite or nan""" |
| | re, im = z |
| | if re in _infs_nan: return True |
| | if im in _infs_nan: return True |
| | return False |
| |
|
| | def mpc_to_str(z, dps, **kwargs): |
| | re, im = z |
| | rs = to_str(re, dps) |
| | if im[0]: |
| | return rs + " - " + to_str(mpf_neg(im), dps, **kwargs) + "j" |
| | else: |
| | return rs + " + " + to_str(im, dps, **kwargs) + "j" |
| |
|
| | def mpc_to_complex(z, strict=False, rnd=round_fast): |
| | re, im = z |
| | return complex(to_float(re, strict, rnd), to_float(im, strict, rnd)) |
| |
|
| | def mpc_hash(z): |
| | if sys.version_info >= (3, 2): |
| | re, im = z |
| | h = mpf_hash(re) + sys.hash_info.imag * mpf_hash(im) |
| | |
| | h = h % (2**sys.hash_info.width) |
| | return int(h) |
| | else: |
| | try: |
| | return hash(mpc_to_complex(z, strict=True)) |
| | except OverflowError: |
| | return hash(z) |
| |
|
| | def mpc_conjugate(z, prec, rnd=round_fast): |
| | re, im = z |
| | return re, mpf_neg(im, prec, rnd) |
| |
|
| | def mpc_is_nonzero(z): |
| | return z != mpc_zero |
| |
|
| | def mpc_add(z, w, prec, rnd=round_fast): |
| | a, b = z |
| | c, d = w |
| | return mpf_add(a, c, prec, rnd), mpf_add(b, d, prec, rnd) |
| |
|
| | def mpc_add_mpf(z, x, prec, rnd=round_fast): |
| | a, b = z |
| | return mpf_add(a, x, prec, rnd), b |
| |
|
| | def mpc_sub(z, w, prec=0, rnd=round_fast): |
| | a, b = z |
| | c, d = w |
| | return mpf_sub(a, c, prec, rnd), mpf_sub(b, d, prec, rnd) |
| |
|
| | def mpc_sub_mpf(z, p, prec=0, rnd=round_fast): |
| | a, b = z |
| | return mpf_sub(a, p, prec, rnd), b |
| |
|
| | def mpc_pos(z, prec, rnd=round_fast): |
| | a, b = z |
| | return mpf_pos(a, prec, rnd), mpf_pos(b, prec, rnd) |
| |
|
| | def mpc_neg(z, prec=None, rnd=round_fast): |
| | a, b = z |
| | return mpf_neg(a, prec, rnd), mpf_neg(b, prec, rnd) |
| |
|
| | def mpc_shift(z, n): |
| | a, b = z |
| | return mpf_shift(a, n), mpf_shift(b, n) |
| |
|
| | def mpc_abs(z, prec, rnd=round_fast): |
| | """Absolute value of a complex number, |a+bi|. |
| | Returns an mpf value.""" |
| | a, b = z |
| | return mpf_hypot(a, b, prec, rnd) |
| |
|
| | def mpc_arg(z, prec, rnd=round_fast): |
| | """Argument of a complex number. Returns an mpf value.""" |
| | a, b = z |
| | return mpf_atan2(b, a, prec, rnd) |
| |
|
| | def mpc_floor(z, prec, rnd=round_fast): |
| | a, b = z |
| | return mpf_floor(a, prec, rnd), mpf_floor(b, prec, rnd) |
| |
|
| | def mpc_ceil(z, prec, rnd=round_fast): |
| | a, b = z |
| | return mpf_ceil(a, prec, rnd), mpf_ceil(b, prec, rnd) |
| |
|
| | def mpc_nint(z, prec, rnd=round_fast): |
| | a, b = z |
| | return mpf_nint(a, prec, rnd), mpf_nint(b, prec, rnd) |
| |
|
| | def mpc_frac(z, prec, rnd=round_fast): |
| | a, b = z |
| | return mpf_frac(a, prec, rnd), mpf_frac(b, prec, rnd) |
| |
|
| |
|
| | def mpc_mul(z, w, prec, rnd=round_fast): |
| | """ |
| | Complex multiplication. |
| | |
| | Returns the real and imaginary part of (a+bi)*(c+di), rounded to |
| | the specified precision. The rounding mode applies to the real and |
| | imaginary parts separately. |
| | """ |
| | a, b = z |
| | c, d = w |
| | p = mpf_mul(a, c) |
| | q = mpf_mul(b, d) |
| | r = mpf_mul(a, d) |
| | s = mpf_mul(b, c) |
| | re = mpf_sub(p, q, prec, rnd) |
| | im = mpf_add(r, s, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_square(z, prec, rnd=round_fast): |
| | |
| | a, b = z |
| | p = mpf_mul(a,a) |
| | q = mpf_mul(b,b) |
| | r = mpf_mul(a,b, prec, rnd) |
| | re = mpf_sub(p, q, prec, rnd) |
| | im = mpf_shift(r, 1) |
| | return re, im |
| |
|
| | def mpc_mul_mpf(z, p, prec, rnd=round_fast): |
| | a, b = z |
| | re = mpf_mul(a, p, prec, rnd) |
| | im = mpf_mul(b, p, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_mul_imag_mpf(z, x, prec, rnd=round_fast): |
| | """ |
| | Multiply the mpc value z by I*x where x is an mpf value. |
| | """ |
| | a, b = z |
| | re = mpf_neg(mpf_mul(b, x, prec, rnd)) |
| | im = mpf_mul(a, x, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_mul_int(z, n, prec, rnd=round_fast): |
| | a, b = z |
| | re = mpf_mul_int(a, n, prec, rnd) |
| | im = mpf_mul_int(b, n, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_div(z, w, prec, rnd=round_fast): |
| | a, b = z |
| | c, d = w |
| | wp = prec + 10 |
| | |
| | mag = mpf_add(mpf_mul(c, c), mpf_mul(d, d), wp) |
| | |
| | t = mpf_add(mpf_mul(a,c), mpf_mul(b,d), wp) |
| | u = mpf_sub(mpf_mul(b,c), mpf_mul(a,d), wp) |
| | return mpf_div(t,mag,prec,rnd), mpf_div(u,mag,prec,rnd) |
| |
|
| | def mpc_div_mpf(z, p, prec, rnd=round_fast): |
| | """Calculate z/p where p is real""" |
| | a, b = z |
| | re = mpf_div(a, p, prec, rnd) |
| | im = mpf_div(b, p, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_reciprocal(z, prec, rnd=round_fast): |
| | """Calculate 1/z efficiently""" |
| | a, b = z |
| | m = mpf_add(mpf_mul(a,a),mpf_mul(b,b),prec+10) |
| | re = mpf_div(a, m, prec, rnd) |
| | im = mpf_neg(mpf_div(b, m, prec, rnd)) |
| | return re, im |
| |
|
| | def mpc_mpf_div(p, z, prec, rnd=round_fast): |
| | """Calculate p/z where p is real efficiently""" |
| | a, b = z |
| | m = mpf_add(mpf_mul(a,a),mpf_mul(b,b), prec+10) |
| | re = mpf_div(mpf_mul(a,p), m, prec, rnd) |
| | im = mpf_div(mpf_neg(mpf_mul(b,p)), m, prec, rnd) |
| | return re, im |
| |
|
| | def complex_int_pow(a, b, n): |
| | """Complex integer power: computes (a+b*I)**n exactly for |
| | nonnegative n (a and b must be Python ints).""" |
| | wre = 1 |
| | wim = 0 |
| | while n: |
| | if n & 1: |
| | wre, wim = wre*a - wim*b, wim*a + wre*b |
| | n -= 1 |
| | a, b = a*a - b*b, 2*a*b |
| | n //= 2 |
| | return wre, wim |
| |
|
| | def mpc_pow(z, w, prec, rnd=round_fast): |
| | if w[1] == fzero: |
| | return mpc_pow_mpf(z, w[0], prec, rnd) |
| | return mpc_exp(mpc_mul(mpc_log(z, prec+10), w, prec+10), prec, rnd) |
| |
|
| | def mpc_pow_mpf(z, p, prec, rnd=round_fast): |
| | psign, pman, pexp, pbc = p |
| | if pexp >= 0: |
| | return mpc_pow_int(z, (-1)**psign * (pman<<pexp), prec, rnd) |
| | if pexp == -1: |
| | sqrtz = mpc_sqrt(z, prec+10) |
| | return mpc_pow_int(sqrtz, (-1)**psign * pman, prec, rnd) |
| | return mpc_exp(mpc_mul_mpf(mpc_log(z, prec+10), p, prec+10), prec, rnd) |
| |
|
| | def mpc_pow_int(z, n, prec, rnd=round_fast): |
| | a, b = z |
| | if b == fzero: |
| | return mpf_pow_int(a, n, prec, rnd), fzero |
| | if a == fzero: |
| | v = mpf_pow_int(b, n, prec, rnd) |
| | n %= 4 |
| | if n == 0: |
| | return v, fzero |
| | elif n == 1: |
| | return fzero, v |
| | elif n == 2: |
| | return mpf_neg(v), fzero |
| | elif n == 3: |
| | return fzero, mpf_neg(v) |
| | if n == 0: return mpc_one |
| | if n == 1: return mpc_pos(z, prec, rnd) |
| | if n == 2: return mpc_square(z, prec, rnd) |
| | if n == -1: return mpc_reciprocal(z, prec, rnd) |
| | if n < 0: return mpc_reciprocal(mpc_pow_int(z, -n, prec+4), prec, rnd) |
| | asign, aman, aexp, abc = a |
| | bsign, bman, bexp, bbc = b |
| | if asign: aman = -aman |
| | if bsign: bman = -bman |
| | de = aexp - bexp |
| | abs_de = abs(de) |
| | exact_size = n*(abs_de + max(abc, bbc)) |
| | if exact_size < 10000: |
| | if de > 0: |
| | aman <<= de |
| | aexp = bexp |
| | else: |
| | bman <<= (-de) |
| | bexp = aexp |
| | re, im = complex_int_pow(aman, bman, n) |
| | re = from_man_exp(re, int(n*aexp), prec, rnd) |
| | im = from_man_exp(im, int(n*bexp), prec, rnd) |
| | return re, im |
| | return mpc_exp(mpc_mul_int(mpc_log(z, prec+10), n, prec+10), prec, rnd) |
| |
|
| | def mpc_sqrt(z, prec, rnd=round_fast): |
| | """Complex square root (principal branch). |
| | |
| | We have sqrt(a+bi) = sqrt((r+a)/2) + b/sqrt(2*(r+a))*i where |
| | r = abs(a+bi), when a+bi is not a negative real number.""" |
| | a, b = z |
| | if b == fzero: |
| | if a == fzero: |
| | return (a, b) |
| | |
| | if a[0]: |
| | im = mpf_sqrt(mpf_neg(a), prec, rnd) |
| | return (fzero, im) |
| | else: |
| | re = mpf_sqrt(a, prec, rnd) |
| | return (re, fzero) |
| | wp = prec+20 |
| | if not a[0]: |
| | t = mpf_add(mpc_abs((a, b), wp), a, wp) |
| | u = mpf_shift(t, -1) |
| | re = mpf_sqrt(u, prec, rnd) |
| | v = mpf_shift(t, 1) |
| | w = mpf_sqrt(v, wp) |
| | im = mpf_div(b, w, prec, rnd) |
| | else: |
| | t = mpf_sub(mpc_abs((a, b), wp), a, wp) |
| | u = mpf_shift(t, -1) |
| | im = mpf_sqrt(u, prec, rnd) |
| | v = mpf_shift(t, 1) |
| | w = mpf_sqrt(v, wp) |
| | re = mpf_div(b, w, prec, rnd) |
| | if b[0]: |
| | re = mpf_neg(re) |
| | im = mpf_neg(im) |
| | return re, im |
| |
|
| | def mpc_nthroot_fixed(a, b, n, prec): |
| | |
| | start = 50 |
| | a1 = int(rshift(a, prec - n*start)) |
| | b1 = int(rshift(b, prec - n*start)) |
| | try: |
| | r = (a1 + 1j * b1)**(1.0/n) |
| | re = r.real |
| | im = r.imag |
| | re = MPZ(int(re)) |
| | im = MPZ(int(im)) |
| | except OverflowError: |
| | a1 = from_int(a1, start) |
| | b1 = from_int(b1, start) |
| | fn = from_int(n) |
| | nth = mpf_rdiv_int(1, fn, start) |
| | re, im = mpc_pow((a1, b1), (nth, fzero), start) |
| | re = to_int(re) |
| | im = to_int(im) |
| | extra = 10 |
| | prevp = start |
| | extra1 = n |
| | for p in giant_steps(start, prec+extra): |
| | |
| | re2, im2 = complex_int_pow(re, im, n-1) |
| | re2 = rshift(re2, (n-1)*prevp - p - extra1) |
| | im2 = rshift(im2, (n-1)*prevp - p - extra1) |
| | r4 = (re2*re2 + im2*im2) >> (p + extra1) |
| | ap = rshift(a, prec - p) |
| | bp = rshift(b, prec - p) |
| | rec = (ap * re2 + bp * im2) >> p |
| | imc = (-ap * im2 + bp * re2) >> p |
| | reb = (rec << p) // r4 |
| | imb = (imc << p) // r4 |
| | re = (reb + (n-1)*lshift(re, p-prevp))//n |
| | im = (imb + (n-1)*lshift(im, p-prevp))//n |
| | prevp = p |
| | return re, im |
| |
|
| | def mpc_nthroot(z, n, prec, rnd=round_fast): |
| | """ |
| | Complex n-th root. |
| | |
| | Use Newton method as in the real case when it is faster, |
| | otherwise use z**(1/n) |
| | """ |
| | a, b = z |
| | if a[0] == 0 and b == fzero: |
| | re = mpf_nthroot(a, n, prec, rnd) |
| | return (re, fzero) |
| | if n < 2: |
| | if n == 0: |
| | return mpc_one |
| | if n == 1: |
| | return mpc_pos((a, b), prec, rnd) |
| | if n == -1: |
| | return mpc_div(mpc_one, (a, b), prec, rnd) |
| | inverse = mpc_nthroot((a, b), -n, prec+5, reciprocal_rnd[rnd]) |
| | return mpc_div(mpc_one, inverse, prec, rnd) |
| | if n <= 20: |
| | prec2 = int(1.2 * (prec + 10)) |
| | asign, aman, aexp, abc = a |
| | bsign, bman, bexp, bbc = b |
| | pf = mpc_abs((a,b), prec) |
| | if pf[-2] + pf[-1] > -10 and pf[-2] + pf[-1] < prec: |
| | af = to_fixed(a, prec2) |
| | bf = to_fixed(b, prec2) |
| | re, im = mpc_nthroot_fixed(af, bf, n, prec2) |
| | extra = 10 |
| | re = from_man_exp(re, -prec2-extra, prec2, rnd) |
| | im = from_man_exp(im, -prec2-extra, prec2, rnd) |
| | return re, im |
| | fn = from_int(n) |
| | prec2 = prec+10 + 10 |
| | nth = mpf_rdiv_int(1, fn, prec2) |
| | re, im = mpc_pow((a, b), (nth, fzero), prec2, rnd) |
| | re = normalize(re[0], re[1], re[2], re[3], prec, rnd) |
| | im = normalize(im[0], im[1], im[2], im[3], prec, rnd) |
| | return re, im |
| |
|
| | def mpc_cbrt(z, prec, rnd=round_fast): |
| | """ |
| | Complex cubic root. |
| | """ |
| | return mpc_nthroot(z, 3, prec, rnd) |
| |
|
| | def mpc_exp(z, prec, rnd=round_fast): |
| | """ |
| | Complex exponential function. |
| | |
| | We use the direct formula exp(a+bi) = exp(a) * (cos(b) + sin(b)*i) |
| | for the computation. This formula is very nice because it is |
| | pefectly stable; since we just do real multiplications, the only |
| | numerical errors that can creep in are single-ulp rounding errors. |
| | |
| | The formula is efficient since mpmath's real exp is quite fast and |
| | since we can compute cos and sin simultaneously. |
| | |
| | It is no problem if a and b are large; if the implementations of |
| | exp/cos/sin are accurate and efficient for all real numbers, then |
| | so is this function for all complex numbers. |
| | """ |
| | a, b = z |
| | if a == fzero: |
| | return mpf_cos_sin(b, prec, rnd) |
| | if b == fzero: |
| | return mpf_exp(a, prec, rnd), fzero |
| | mag = mpf_exp(a, prec+4, rnd) |
| | c, s = mpf_cos_sin(b, prec+4, rnd) |
| | re = mpf_mul(mag, c, prec, rnd) |
| | im = mpf_mul(mag, s, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_log(z, prec, rnd=round_fast): |
| | re = mpf_log_hypot(z[0], z[1], prec, rnd) |
| | im = mpc_arg(z, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_cos(z, prec, rnd=round_fast): |
| | """Complex cosine. The formula used is cos(a+bi) = cos(a)*cosh(b) - |
| | sin(a)*sinh(b)*i. |
| | |
| | The same comments apply as for the complex exp: only real |
| | multiplications are pewrormed, so no cancellation errors are |
| | possible. The formula is also efficient since we can compute both |
| | pairs (cos, sin) and (cosh, sinh) in single stwps.""" |
| | a, b = z |
| | if b == fzero: |
| | return mpf_cos(a, prec, rnd), fzero |
| | if a == fzero: |
| | return mpf_cosh(b, prec, rnd), fzero |
| | wp = prec + 6 |
| | c, s = mpf_cos_sin(a, wp) |
| | ch, sh = mpf_cosh_sinh(b, wp) |
| | re = mpf_mul(c, ch, prec, rnd) |
| | im = mpf_mul(s, sh, prec, rnd) |
| | return re, mpf_neg(im) |
| |
|
| | def mpc_sin(z, prec, rnd=round_fast): |
| | """Complex sine. We have sin(a+bi) = sin(a)*cosh(b) + |
| | cos(a)*sinh(b)*i. See the docstring for mpc_cos for additional |
| | comments.""" |
| | a, b = z |
| | if b == fzero: |
| | return mpf_sin(a, prec, rnd), fzero |
| | if a == fzero: |
| | return fzero, mpf_sinh(b, prec, rnd) |
| | wp = prec + 6 |
| | c, s = mpf_cos_sin(a, wp) |
| | ch, sh = mpf_cosh_sinh(b, wp) |
| | re = mpf_mul(s, ch, prec, rnd) |
| | im = mpf_mul(c, sh, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_tan(z, prec, rnd=round_fast): |
| | """Complex tangent. Computed as tan(a+bi) = sin(2a)/M + sinh(2b)/M*i |
| | where M = cos(2a) + cosh(2b).""" |
| | a, b = z |
| | asign, aman, aexp, abc = a |
| | bsign, bman, bexp, bbc = b |
| | if b == fzero: return mpf_tan(a, prec, rnd), fzero |
| | if a == fzero: return fzero, mpf_tanh(b, prec, rnd) |
| | wp = prec + 15 |
| | a = mpf_shift(a, 1) |
| | b = mpf_shift(b, 1) |
| | c, s = mpf_cos_sin(a, wp) |
| | ch, sh = mpf_cosh_sinh(b, wp) |
| | |
| | mag = mpf_add(c, ch, wp) |
| | re = mpf_div(s, mag, prec, rnd) |
| | im = mpf_div(sh, mag, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_cos_pi(z, prec, rnd=round_fast): |
| | a, b = z |
| | if b == fzero: |
| | return mpf_cos_pi(a, prec, rnd), fzero |
| | b = mpf_mul(b, mpf_pi(prec+5), prec+5) |
| | if a == fzero: |
| | return mpf_cosh(b, prec, rnd), fzero |
| | wp = prec + 6 |
| | c, s = mpf_cos_sin_pi(a, wp) |
| | ch, sh = mpf_cosh_sinh(b, wp) |
| | re = mpf_mul(c, ch, prec, rnd) |
| | im = mpf_mul(s, sh, prec, rnd) |
| | return re, mpf_neg(im) |
| |
|
| | def mpc_sin_pi(z, prec, rnd=round_fast): |
| | a, b = z |
| | if b == fzero: |
| | return mpf_sin_pi(a, prec, rnd), fzero |
| | b = mpf_mul(b, mpf_pi(prec+5), prec+5) |
| | if a == fzero: |
| | return fzero, mpf_sinh(b, prec, rnd) |
| | wp = prec + 6 |
| | c, s = mpf_cos_sin_pi(a, wp) |
| | ch, sh = mpf_cosh_sinh(b, wp) |
| | re = mpf_mul(s, ch, prec, rnd) |
| | im = mpf_mul(c, sh, prec, rnd) |
| | return re, im |
| |
|
| | def mpc_cos_sin(z, prec, rnd=round_fast): |
| | a, b = z |
| | if a == fzero: |
| | ch, sh = mpf_cosh_sinh(b, prec, rnd) |
| | return (ch, fzero), (fzero, sh) |
| | if b == fzero: |
| | c, s = mpf_cos_sin(a, prec, rnd) |
| | return (c, fzero), (s, fzero) |
| | wp = prec + 6 |
| | c, s = mpf_cos_sin(a, wp) |
| | ch, sh = mpf_cosh_sinh(b, wp) |
| | cre = mpf_mul(c, ch, prec, rnd) |
| | cim = mpf_mul(s, sh, prec, rnd) |
| | sre = mpf_mul(s, ch, prec, rnd) |
| | sim = mpf_mul(c, sh, prec, rnd) |
| | return (cre, mpf_neg(cim)), (sre, sim) |
| |
|
| | def mpc_cos_sin_pi(z, prec, rnd=round_fast): |
| | a, b = z |
| | if b == fzero: |
| | c, s = mpf_cos_sin_pi(a, prec, rnd) |
| | return (c, fzero), (s, fzero) |
| | b = mpf_mul(b, mpf_pi(prec+5), prec+5) |
| | if a == fzero: |
| | ch, sh = mpf_cosh_sinh(b, prec, rnd) |
| | return (ch, fzero), (fzero, sh) |
| | wp = prec + 6 |
| | c, s = mpf_cos_sin_pi(a, wp) |
| | ch, sh = mpf_cosh_sinh(b, wp) |
| | cre = mpf_mul(c, ch, prec, rnd) |
| | cim = mpf_mul(s, sh, prec, rnd) |
| | sre = mpf_mul(s, ch, prec, rnd) |
| | sim = mpf_mul(c, sh, prec, rnd) |
| | return (cre, mpf_neg(cim)), (sre, sim) |
| |
|
| | def mpc_cosh(z, prec, rnd=round_fast): |
| | """Complex hyperbolic cosine. Computed as cosh(z) = cos(z*i).""" |
| | a, b = z |
| | return mpc_cos((b, mpf_neg(a)), prec, rnd) |
| |
|
| | def mpc_sinh(z, prec, rnd=round_fast): |
| | """Complex hyperbolic sine. Computed as sinh(z) = -i*sin(z*i).""" |
| | a, b = z |
| | b, a = mpc_sin((b, a), prec, rnd) |
| | return a, b |
| |
|
| | def mpc_tanh(z, prec, rnd=round_fast): |
| | """Complex hyperbolic tangent. Computed as tanh(z) = -i*tan(z*i).""" |
| | a, b = z |
| | b, a = mpc_tan((b, a), prec, rnd) |
| | return a, b |
| |
|
| | |
| | def mpc_atan(z, prec, rnd=round_fast): |
| | a, b = z |
| | |
| | |
| | |
| | wp = prec + 15 |
| | x = mpf_add(fone, b, wp), mpf_neg(a) |
| | y = mpf_sub(fone, b, wp), a |
| | l1 = mpc_log(x, wp) |
| | l2 = mpc_log(y, wp) |
| | a, b = mpc_sub(l1, l2, prec, rnd) |
| | |
| | v = mpf_neg(mpf_shift(b,-1)), mpf_shift(a,-1) |
| | |
| | |
| | if v[1] == fnan and mpc_is_inf(z): |
| | v = (v[0], fzero) |
| | return v |
| |
|
| | beta_crossover = from_float(0.6417) |
| | alpha_crossover = from_float(1.5) |
| |
|
| | def acos_asin(z, prec, rnd, n): |
| | """ complex acos for n = 0, asin for n = 1 |
| | The algorithm is described in |
| | T.E. Hull, T.F. Fairgrieve and P.T.P. Tang |
| | 'Implementing the Complex Arcsine and Arcosine Functions |
| | using Exception Handling', |
| | ACM Trans. on Math. Software Vol. 23 (1997), p299 |
| | The complex acos and asin can be defined as |
| | acos(z) = acos(beta) - I*sign(a)* log(alpha + sqrt(alpha**2 -1)) |
| | asin(z) = asin(beta) + I*sign(a)* log(alpha + sqrt(alpha**2 -1)) |
| | where z = a + I*b |
| | alpha = (1/2)*(r + s); beta = (1/2)*(r - s) = a/alpha |
| | r = sqrt((a+1)**2 + y**2); s = sqrt((a-1)**2 + y**2) |
| | These expressions are rewritten in different ways in different |
| | regions, delimited by two crossovers alpha_crossover and beta_crossover, |
| | and by abs(a) <= 1, in order to improve the numerical accuracy. |
| | """ |
| | a, b = z |
| | wp = prec + 10 |
| | |
| | if b == fzero: |
| | am = mpf_sub(fone, mpf_abs(a), wp) |
| | |
| | if not am[0]: |
| | if n == 0: |
| | return mpf_acos(a, prec, rnd), fzero |
| | else: |
| | return mpf_asin(a, prec, rnd), fzero |
| | |
| | else: |
| | |
| | if a[0]: |
| | pi = mpf_pi(prec, rnd) |
| | c = mpf_acosh(mpf_neg(a), prec, rnd) |
| | if n == 0: |
| | return pi, mpf_neg(c) |
| | else: |
| | return mpf_neg(mpf_shift(pi, -1)), c |
| | |
| | else: |
| | c = mpf_acosh(a, prec, rnd) |
| | if n == 0: |
| | return fzero, c |
| | else: |
| | pi = mpf_pi(prec, rnd) |
| | return mpf_shift(pi, -1), mpf_neg(c) |
| | asign = bsign = 0 |
| | if a[0]: |
| | a = mpf_neg(a) |
| | asign = 1 |
| | if b[0]: |
| | b = mpf_neg(b) |
| | bsign = 1 |
| | am = mpf_sub(fone, a, wp) |
| | ap = mpf_add(fone, a, wp) |
| | r = mpf_hypot(ap, b, wp) |
| | s = mpf_hypot(am, b, wp) |
| | alpha = mpf_shift(mpf_add(r, s, wp), -1) |
| | beta = mpf_div(a, alpha, wp) |
| | b2 = mpf_mul(b,b, wp) |
| | |
| | if not mpf_sub(beta_crossover, beta, wp)[0]: |
| | if n == 0: |
| | re = mpf_acos(beta, wp) |
| | else: |
| | re = mpf_asin(beta, wp) |
| | else: |
| | |
| | |
| | |
| | |
| | |
| | |
| | Ax = mpf_add(alpha, a, wp) |
| | |
| | if not am[0]: |
| | |
| | |
| | |
| | |
| | c = mpf_div(b2, mpf_add(r, ap, wp), wp) |
| | d = mpf_add(s, am, wp) |
| | re = mpf_shift(mpf_mul(Ax, mpf_add(c, d, wp), wp), -1) |
| | if n == 0: |
| | re = mpf_atan(mpf_div(mpf_sqrt(re, wp), a, wp), wp) |
| | else: |
| | re = mpf_atan(mpf_div(a, mpf_sqrt(re, wp), wp), wp) |
| | else: |
| | |
| | |
| | |
| | |
| | c = mpf_div(Ax, mpf_add(r, ap, wp), wp) |
| | d = mpf_div(Ax, mpf_sub(s, am, wp), wp) |
| | re = mpf_shift(mpf_add(c, d, wp), -1) |
| | re = mpf_mul(b, mpf_sqrt(re, wp), wp) |
| | if n == 0: |
| | re = mpf_atan(mpf_div(re, a, wp), wp) |
| | else: |
| | re = mpf_atan(mpf_div(a, re, wp), wp) |
| | |
| | |
| | |
| | |
| | if not mpf_sub(alpha_crossover, alpha, wp)[0]: |
| | c1 = mpf_div(b2, mpf_add(r, ap, wp), wp) |
| | |
| | if mpf_neg(am)[0]: |
| | |
| | c2 = mpf_add(s, am, wp) |
| | c2 = mpf_div(b2, c2, wp) |
| | Am1 = mpf_shift(mpf_add(c1, c2, wp), -1) |
| | else: |
| | |
| | c2 = mpf_sub(s, am, wp) |
| | Am1 = mpf_shift(mpf_add(c1, c2, wp), -1) |
| | |
| | im = mpf_mul(Am1, mpf_add(alpha, fone, wp), wp) |
| | im = mpf_log(mpf_add(fone, mpf_add(Am1, mpf_sqrt(im, wp), wp), wp), wp) |
| | else: |
| | |
| | im = mpf_sqrt(mpf_sub(mpf_mul(alpha, alpha, wp), fone, wp), wp) |
| | im = mpf_log(mpf_add(alpha, im, wp), wp) |
| | if asign: |
| | if n == 0: |
| | re = mpf_sub(mpf_pi(wp), re, wp) |
| | else: |
| | re = mpf_neg(re) |
| | if not bsign and n == 0: |
| | im = mpf_neg(im) |
| | if bsign and n == 1: |
| | im = mpf_neg(im) |
| | re = normalize(re[0], re[1], re[2], re[3], prec, rnd) |
| | im = normalize(im[0], im[1], im[2], im[3], prec, rnd) |
| | return re, im |
| |
|
| | def mpc_acos(z, prec, rnd=round_fast): |
| | return acos_asin(z, prec, rnd, 0) |
| |
|
| | def mpc_asin(z, prec, rnd=round_fast): |
| | return acos_asin(z, prec, rnd, 1) |
| |
|
| | def mpc_asinh(z, prec, rnd=round_fast): |
| | |
| | a, b = z |
| | a, b = mpc_asin((b, mpf_neg(a)), prec, rnd) |
| | return mpf_neg(b), a |
| |
|
| | def mpc_acosh(z, prec, rnd=round_fast): |
| | |
| | |
| | a, b = mpc_acos(z, prec, rnd) |
| | if b[0] or b == fzero: |
| | return mpf_neg(b), a |
| | else: |
| | return b, mpf_neg(a) |
| |
|
| | def mpc_atanh(z, prec, rnd=round_fast): |
| | |
| | wp = prec + 15 |
| | a = mpc_add(z, mpc_one, wp) |
| | b = mpc_sub(mpc_one, z, wp) |
| | a = mpc_log(a, wp) |
| | b = mpc_log(b, wp) |
| | v = mpc_shift(mpc_sub(a, b, wp), -1) |
| | |
| | |
| | if v[0] == fnan and mpc_is_inf(z): |
| | v = (fzero, v[1]) |
| | return v |
| |
|
| | def mpc_fibonacci(z, prec, rnd=round_fast): |
| | re, im = z |
| | if im == fzero: |
| | return (mpf_fibonacci(re, prec, rnd), fzero) |
| | size = max(abs(re[2]+re[3]), abs(re[2]+re[3])) |
| | wp = prec + size + 20 |
| | a = mpf_phi(wp) |
| | b = mpf_add(mpf_shift(a, 1), fnone, wp) |
| | u = mpc_pow((a, fzero), z, wp) |
| | v = mpc_cos_pi(z, wp) |
| | v = mpc_div(v, u, wp) |
| | u = mpc_sub(u, v, wp) |
| | u = mpc_div_mpf(u, b, prec, rnd) |
| | return u |
| |
|
| | def mpf_expj(x, prec, rnd='f'): |
| | raise ComplexResult |
| |
|
| | def mpc_expj(z, prec, rnd='f'): |
| | re, im = z |
| | if im == fzero: |
| | return mpf_cos_sin(re, prec, rnd) |
| | if re == fzero: |
| | return mpf_exp(mpf_neg(im), prec, rnd), fzero |
| | ey = mpf_exp(mpf_neg(im), prec+10) |
| | c, s = mpf_cos_sin(re, prec+10) |
| | re = mpf_mul(ey, c, prec, rnd) |
| | im = mpf_mul(ey, s, prec, rnd) |
| | return re, im |
| |
|
| | def mpf_expjpi(x, prec, rnd='f'): |
| | raise ComplexResult |
| |
|
| | def mpc_expjpi(z, prec, rnd='f'): |
| | re, im = z |
| | if im == fzero: |
| | return mpf_cos_sin_pi(re, prec, rnd) |
| | sign, man, exp, bc = im |
| | wp = prec+10 |
| | if man: |
| | wp += max(0, exp+bc) |
| | im = mpf_neg(mpf_mul(mpf_pi(wp), im, wp)) |
| | if re == fzero: |
| | return mpf_exp(im, prec, rnd), fzero |
| | ey = mpf_exp(im, prec+10) |
| | c, s = mpf_cos_sin_pi(re, prec+10) |
| | re = mpf_mul(ey, c, prec, rnd) |
| | im = mpf_mul(ey, s, prec, rnd) |
| | return re, im |
| |
|
| |
|
| | if BACKEND == 'sage': |
| | try: |
| | import sage.libs.mpmath.ext_libmp as _lbmp |
| | mpc_exp = _lbmp.mpc_exp |
| | mpc_sqrt = _lbmp.mpc_sqrt |
| | except (ImportError, AttributeError): |
| | print("Warning: Sage imports in libmpc failed") |
| |
|