Created
September 30, 2020 00:16
-
-
Save vznvzn/65ee42dde6257319952213305a5898b1 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
def f2(n) | |
return n.odd? ? (n * 3 + 1) / 2 : n / 2 | |
end | |
def seq(n) | |
l = [n] | |
while (n != 1) | |
n = f2(n) | |
l << n | |
end | |
return l | |
end | |
def initgap() | |
$x = [] | |
$g = {} | |
$gd = {} | |
end | |
def addgap(i) | |
a, b = $x[i, 2] | |
d = b - a | |
$g[d] = $g.fetch(d, []) + [[a, b]] | |
$mx = [$mx, d].compact.max | |
end | |
def rmgap(a, b) | |
d = b - a | |
$g[d] -= [[a, b]] | |
if ($g[d].empty?) then | |
$g.delete(d) | |
$mx = $g.keys.max if (d == $mx) | |
end | |
end | |
def recalc(r) | |
r.to_a.select { |x| x >= 0 }.each \ | |
{ | |
|x| | |
$gd[$x[x]] = [x > 0 ? $x[x - 1] : nil, $x[x + 1]].compact.map { |x1| ($x[x] - x1).abs }.max | |
} | |
end | |
def gap(z) | |
i = (0...$x.size).bsearch { |x| $x[x] >= z } | |
if (i.nil?) then | |
$x << z | |
return if ($x.size == 1) | |
addgap($x.size - 2) | |
recalc(($x.size - 2)..($x.size - 1)) | |
return | |
end | |
return if ($x[i] == z) | |
rmgap(*$x[i - 1, 2]) if (i > 0) | |
$x[i, 0] = z | |
addgap(i) | |
addgap(i - 1) if (i > 0) | |
recalc((i - 1)..(i + 1)) | |
end | |
def gapmx(z) | |
gap(z) | |
x = $gd[z] | |
return x.nil? ? 0 : x | |
end | |
def fmt(a) | |
['ns', 'l'].each { |x| a.delete(x) } | |
return a | |
end | |
def axes2(x2) | |
return x2.inject({}) { |h, x| h.merge({x => 'axes x1y2' }) } | |
end | |
def x1y2() | |
return $a2 if (!$a2.nil?) | |
$a2 = axes2(['nw', 'c', 'cg', 'cm']) if ($a2.nil?) | |
return $a2 | |
end | |
def midpt(ns) | |
w2 = ns.length / 4 | |
l = ns.split('') | |
i = j = 0 | |
while (i < w2 && j < l.size) | |
i += l[j].to_i | |
j += 1 | |
end | |
return j.to_f / ns.length | |
end | |
def len(ns, p) | |
l = ns.split(p) | |
l = [] if (l.nil?) | |
l.shift if (l[0] == '') | |
return l.map { |x| x.length } | |
end | |
def len1(ns) | |
return len(ns, /0+/) | |
end | |
def len0(ns) | |
return len(ns, /1+/) | |
end | |
def len01(ns) | |
return len1(ns), len0(ns) | |
end | |
def d(s) | |
c = s.split('').select { |x| x == '1' }.size | |
d = c.to_f / s.length | |
return d | |
end | |
def e(ns) | |
return len01(ns).flatten.size.to_f / ns.length | |
end | |
def features(ns, k) | |
d = (d(ns) - 0.5).abs | |
e = (e(ns) - 0.5).abs | |
nw = ns.length | |
nw2 = nw / 2 | |
nshi = ns[0...nw2] | |
nslo = ns[nw2..-1] | |
dlo = (0.5 - d(nslo)).abs | |
dhi = (0.5 - d(nshi)).abs | |
elo = (0.5 - e(nslo)).abs | |
ehi = (0.5 - e(nshi)).abs | |
mp = (0.5 - midpt(ns)).abs | |
return { | |
"d#{k}" => d, | |
"e#{k}" => e, | |
"dlo#{k}" => dlo, | |
"dhi#{k}" => dhi, | |
"elo#{k}" => elo, | |
"ehi#{k}" => ehi, | |
"mp#{k}" => mp | |
} | |
end | |
def count(ns) | |
return if (d(ns) != 0.5) | |
l = seq(n = ns.to_i(2)) | |
return if ((x = l[$z]).nil?) | |
ns2 = x.to_s(2) | |
cg = l.index { |x| x < l[0] } | |
cg = l.size - 1 if (cg.nil?) | |
cm = (0..cg).max_by { |x| l[x] } | |
c = l.size | |
nw = ns.length | |
return {'ns' => ns, | |
'nw' => nw, | |
'c' => c, | |
'cg' => cg, | |
'cm' => cm, | |
# 'l' => l, | |
}.merge(features(ns, '')).merge(features(ns2, '2')) | |
end | |
def out(fn, a, d, a2 = {}, t = nil) | |
if ($f1.nil?) then | |
$f1 = File.open(fn, 'w') | |
$f1.puts(a.keys.join("\t")) | |
$c = 0 | |
end | |
$f1.puts(a.values.join("\t")) | |
$f1.flush | |
$c += 1 | |
return if ($c % 1000 != 0) | |
d = ($c / 2000).to_i | |
d = 1 if (d == 0) | |
f2 = File.open('gnuplot.cmd', 'w') | |
st = t.nil? ? 'unset title; ' : "set title '#{t}'; " | |
f2.puts("set ytics nomirror; set y2tics; set colors classic; set key bottom left box opaque; #{st}; plot \\") | |
(a.keys - ['t']).each \ | |
{ | |
|x| | |
next if (a2.member?(x) && a2[x].nil?) | |
f2.puts("'#{fn}' using (column('t')):(column('#{x}')) every #{d} with line title '#{x}' #{a2[x]}, \\") | |
} | |
f2.puts | |
f2.close | |
end | |
def rank(x) | |
return -x['z'] | |
end | |
def adj(x, wt, km) | |
z = 0 | |
km.keys.each { |k| z += (x[k] - wt["#{k}_a"]) / wt["#{k}_sd"] * km[k] } | |
x['z'] = z | |
raise [x, wt].to_s if (!z.finite?) | |
return x | |
end | |
def stat1(k, l) | |
a, sd = stat(l) | |
return {"#{k}_a" => a, | |
"#{k}_s" => sd} | |
end | |
def add(bs, km, h, ns, l1, wt, t, d, r) | |
return 0 if ((a1 = count(ns)).nil?) | |
a1['r'] = r | |
# a1.merge!(stat1('h', h.keys)) | |
j = ns.length | |
h[j] = [] if (!h.member?(j)) | |
x = adj(a1, wt, km) | |
a, b = [h[j][0], h[j][-1]] | |
return 0 if (h[j].map { |x| x['ns'] }.member?(x['ns'])) | |
x['t'] = t | |
h[j] << x | |
h[j].sort_by! { |x| rank(x) } | |
h[j][bs..-1] = [] if (h[j].size > bs) | |
x1 = x.dup | |
x1.delete('l') | |
out('out.txt', x1, d, x1y2().merge({'ns' => nil, 'r' => nil, 'z' => nil})) | |
l1 << x.dup if (!l1.nil?) | |
return 1 | |
end | |
def dense(w, d) | |
w2 = w - 1 | |
a = (0...w2).to_a | |
s = '0' * w2 | |
(1..(d * w - 1)).map { a.delete_at(rand(a.size)) }.each { |x| s[x, 1] = '1' } | |
return ('1' + s) | |
end | |
def initd(w, m) | |
return(dense(w, m.to_f / w)) | |
end | |
def initb(w, m) | |
r = m.to_f / w | |
return '1' + (1...w).map { rand < r ? '0' : '1' }.join | |
end | |
def initw(w, m) | |
s = dense(w, 0.5) | |
i = rand(w - m) + 1 | |
s[i, m] = rand(2).to_s * m | |
return s | |
end | |
def initr(w, m) | |
s = '1' | |
b = 0 | |
while (s.length < w) | |
z = w - s.length | |
s += b.to_s * [rand(m - 1) + 1, z].min | |
b ^= 1 | |
end | |
return s | |
end | |
def init(w, m) | |
ns1 = dense(w, 0.5) | |
ns2 = initr(w, m) | |
ns1, ns2 = [ns2, ns1] if (rand(2) == 0) | |
i = rand(w - m) + 1 | |
ns1[i, m] = ns2[i, m] | |
return ns1 | |
end | |
def mut(ns) | |
ns = ns.dup | |
i = rand(ns.length - 1) + 1 | |
ns[i, 1] = (ns[i, 1].to_i ^ 1).to_s | |
return ns | |
end | |
def mutb(ns) | |
ns = ns.dup | |
c = rand(ns.length - 1) + 1 | |
a = (0...ns.length).to_a | |
c.times \ | |
{ | |
|x| | |
i = a[x] | |
ns[i, 1] = (ns[i, 1].to_i ^ 1).to_s | |
} | |
return ns | |
end | |
def inner(ns1, ns2) | |
a, b = [ns1, ns2].sort_by { |x| x.length } | |
d = b.length - a.length | |
i = rand(d + 1) | |
c = b.dup | |
c[i, a.length] = a | |
ns1.replace(b) | |
ns2.replace(c) | |
end | |
def mix(ns1, ns2) | |
ns1 = ns1.dup | |
ns2 = ns2.dup | |
inner(ns1, ns2) | |
return (0...ns1.length).map { |x| [ns1, ns2][rand(2)][x, 1] }.join | |
end | |
def cut(ns1, ns2) | |
ns1 = ns1.dup | |
ns2 = ns2.dup | |
inner(ns1, ns2) | |
i = rand(ns1.length) | |
return ns1[0...i] + ns2[i..-1] | |
end | |
def ext(ns) | |
ns = ns.dup | |
(rand(3) + 1).times { ns[rand(ns.length) + 1, 0] = rand(2).to_s } | |
return ns | |
end | |
def short(ns) | |
return ns if (ns.length == 1) | |
ns = ns.dup | |
(rand([ns.length - 1, 3].min) + 1).times { ns[rand(ns.length - 1) + 1, 1] = '' } | |
return ns | |
end | |
def top(h1) | |
return h1[rand([h1.size / 4, h1.size].max)] | |
end | |
def stat(l) | |
return 0, 1.0 if (l.empty?) | |
t = l.inject { |a, x| a + x } | |
t2 = l.inject(0) { |a, x| a + x ** 2 } | |
c = l.size | |
a = t.to_f / c | |
z = t2.to_f / c - a ** 2 | |
sd = Math.sqrt(z < 0 ? 0 : z) | |
raise if (sd.nan?) | |
return a, sd | |
end | |
def dist(km, h, wt) | |
l = h.values.flatten | |
km.keys.each \ | |
{ | |
|k| | |
a, sd = stat(l.map { |x| x[k] }) | |
sd = 1.0 if (sd == 0) | |
wt.merge!({"#{k}_a" => a, "#{k}_sd" => sd}) | |
} | |
end | |
def nonnil(x, y) | |
return x.nil? ? y : x | |
end | |
def opt(km, w1, l1, n) | |
h = {} | |
ops = ['init0', 'initd0', 'initb0', 'initw0', 'initr0', 'mut1', 'mutb1', 'mix2', 'cut2'] | |
# ops += ['ext1', 'short1'] | |
bs = 500 | |
bc = 50 | |
t = c1 = 0 | |
wt = {} | |
while (c1 < n) | |
if (c1 % 100 == 0) then | |
dist(km, h, wt) | |
h.values.flatten.each { |x| adj(x, wt, km) } | |
end | |
opc = ops[r = rand(ops.size)] | |
p = opc[-1..-1].to_i | |
op = opc[0..-2] | |
ks = h.keys.sort_by { |x| rank(h[x][0]) } | |
ks = ks[0...[ks.size, ks.size / 4].max] | |
case (p) | |
when 0 | |
w = ks.empty? ? w1 : ks[rand(ks.size)] | |
ns = send(op, w, rand(w)) | |
when 1, 2 | |
redo if (h.empty?) | |
h.delete(ks.pop) if (ks.size > bc) | |
arg = (0...p).map { ks[rand(ks.size)] } | |
l = arg.map { |x| top(h[x])['ns'] } | |
ns = send(op, *l) | |
ns[0, 1] = '1' | |
end | |
# ns[-1, 1] = '1' | |
d = (t.to_f / (c1 + 1) * n / 2000).to_i | |
c1 += add(bs, km, h, ns, l1, wt, t, d, r) | |
if (t % 100 == 0) then | |
msg = {'t' => t, | |
'c1' => c1, | |
'f' => (c1.to_f / t * 100).round(2), | |
'r' => r, | |
'hmn' => ks.min, | |
'hmx' => ks.max, | |
'hc' => h.size} | |
h0 = nonnil(h.fetch(ks[0], [])[0], {}).dup | |
msg2 = { 'h0' => h0} | |
['h0'].each { |x| fmt(msg2[x]) } | |
$stderr.puts(msg) | |
$stderr.puts("\t" + msg2.inspect) if (t % 1000 == 0) | |
end | |
t += 1 | |
end | |
return h | |
end | |
def outd(f, l) | |
f.puts('$dat << eof') | |
k = l[0].keys | |
f.puts(k.join("\t")) | |
l.each { |x| f.puts(x.values.join("\t")) } | |
f.puts('eof') | |
return k | |
end | |
def outa(f, l, a = {}, t = '') | |
k = outd(f, l) | |
f.puts("set colors classic; set key top left opaque; set title '#{t}'; ") | |
f.puts("set ytics nomirror; set y2tics;") | |
f.puts("plot \\") | |
ct = '' | |
# k, ct = [k - ['t'], "(column('t')):"] if (k.member?('t')) | |
k.each \ | |
{ | |
|x| | |
next if (a.member?(x) && a[x].nil?) | |
opt = a.fetch(x, '') | |
opt += ' lw 2 ' if (!opt.include?('lw')) | |
opt += ' with line ' if (!opt.include?('with') && !opt.include?('pt')) | |
f.puts("'$dat' using #{ct}(column('#{x}')) #{opt} title '#{x}',\\") | |
} | |
f.puts | |
# f.puts("reset; pause -1;") | |
end | |
def outafn(l, fn, t = '', a = {}) | |
fn = 'gnuplot.cmd' if (fn.nil?) | |
outa(f = File.open(fn, 'w'), l, a, t) | |
f.close | |
$stderr.puts([fn, l.size, t].inspect) | |
end | |
def out2(l, fn, t) | |
l.sort_by! { |x| x['z'] } | |
outafn(l, fn, t, a = {'t' => nil, 'nw' => nil, 'c' => nil, 'cg' => nil, 'cm' => nil, 'r' => nil, 'z' => 'axes x1y2', 'ns' => nil}) | |
end | |
$z = ARGV[0].nil? ? 5 : ARGV[0].to_i | |
w = 400 | |
c = 3e3 | |
a = { | |
'd' => -1, 'e' => -1, 'dlo' => -1, 'dhi' => -1, 'elo' => -1, 'ehi' => -1, 'mp' => -1, | |
'd2' => -1, 'e2' => -1, 'dlo2' => -1, 'dhi2' => -1, 'elo2' => -1, 'ehi2' => -1, 'mp2' => -1, | |
} | |
h = opt(a, w, l1 = [], c.to_i) | |
t = "z = #{$z}" | |
out2(h.values[0], 'gnuplot1.cmd', t) | |
out2(l1, 'gnuplot2.cmd', t) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment