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combinadic.js
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combinadic.js
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(function(exports){
// A somewhat stripped down version of Leemon Baird's BigInt.js
///////////////////////////////////
// //
// BEGIN BIGINT IMPLEMENTATION //
// //
///////////////////////////////////
bpe=0; //bits stored per array element
mask=0; //AND this with an array element to chop it down to bpe bits
radix=mask+1; //equals 2^bpe. A single 1 bit to the left of the last bit of mask.
//the digits for converting to different bases
digitsStr='0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ_=!@#$%^&*()[]{}|;:,.<>/?`~ \\\'\"+-';
//initialize the global variables
for (bpe=0; (1<<(bpe+1)) > (1<<bpe); bpe++) {}; //bpe=number of bits in the mantissa on this platform
bpe>>=1; //bpe=number of bits in one element of the array representing the bigInt
mask=(1<<bpe)-1; //AND the mask with an integer to get its bpe least significant bits
radix=mask+1; //2^bpe. a single 1 bit to the left of the first bit of mask
//the following global variables are scratchpad memory to
//reduce dynamic memory allocation in the inner loop
t=new Array(0);
ss=t; //used in mult_()
s4=t; s5=t; //used in mod_()
s6=t; //used in bigInt2str()
md_q1=t; md_q2=t; md_q3=t; md_r=t; md_r1=t; md_r2=t; md_tt=t; //used in mod_()
////////////////////////////////////////////////////////////////////////////////////////
//returns how many bits long the bigInt is, not counting leading zeros.
function bitSize(x) {
var j,z,w;
for (j=x.length-1; (x[j]==0) && (j>0); j--) {};
for (z=0,w=x[j]; w; (w>>=1),z++) {};
z+=bpe*j;
return z;
}
//return a copy of x with at least n elements, adding leading zeros if needed
function expand(x,n) {
var ans=int2bigInt(0,(x.length>n ? x.length : n)*bpe,0);
copy_(ans,x);
return ans;
}
//return a new bigInt equal to (x mod n) for bigInts x and n.
function mod(x,n) {
var ans=dup(x);
mod_(ans,n);
return trim(ans,1);
}
//return (x+n) where x is a bigInt and n is an integer.
function addInt(x,n) {
var ans=expand(x,x.length+1);
addInt_(ans,n);
return trim(ans,1);
}
//return x*y for bigInts x and y. This is faster when y<x.
function mult(x,y) {
var ans=expand(x,x.length+y.length);
mult_(ans,y);
return trim(ans,1);
}
//return (x-y) for bigInts x and y. Negative answers will be 2s complement
function sub(x,y) {
var ans=expand(x,(x.length>y.length ? x.length+1 : y.length+1));
sub_(ans,y);
return trim(ans,1);
}
//return (x+y) for bigInts x and y.
function add(x,y) {
var ans=expand(x,(x.length>y.length ? x.length+1 : y.length+1));
add_(ans,y);
return trim(ans,1);
}
//return (x*y mod n) for bigInts x,y,n. For greater speed, let y<x.
function multMod(x,y,n) {
var ans=expand(x,n.length);
multMod_(ans,y,n);
return trim(ans,1);
}
//is bigInt x negative?
function negative(x) {
return ((x[x.length-1]>>(bpe-1))&1);
}
//is (x << (shift*bpe)) > y?
//x and y are nonnegative bigInts
//shift is a nonnegative integer
function greaterShift(x,y,shift) {
var i, kx=x.length, ky=y.length;
k=((kx+shift)<ky) ? (kx+shift) : ky;
for (i=ky-1-shift; i<kx && i>=0; i++)
if (x[i]>0)
return 1; //if there are nonzeros in x to the left of the first column of y, then x is bigger
for (i=kx-1+shift; i<ky; i++)
if (y[i]>0)
return 0; //if there are nonzeros in y to the left of the first column of x, then x is not bigger
for (i=k-1; i>=shift; i--)
if (x[i-shift]>y[i]) return 1;
else if (x[i-shift]<y[i]) return 0;
return 0;
}
//is x > y? (x and y both nonnegative)
function greater(x,y) {
var i;
var k=(x.length<y.length) ? x.length : y.length;
for (i=x.length;i<y.length;i++)
if (y[i])
return 0; //y has more digits
for (i=y.length;i<x.length;i++)
if (x[i])
return 1; //x has more digits
for (i=k-1;i>=0;i--)
if (x[i]>y[i])
return 1;
else if (x[i]<y[i])
return 0;
return 0;
}
//divide x by y giving quotient q and remainder r. (q=floor(x/y), r=x mod y). All 4 are bigints.
//x must have at least one leading zero element.
//y must be nonzero.
//q and r must be arrays that are exactly the same length as x. (Or q can have more).
//Must have x.length >= y.length >= 2.
function divide_(x,y,q,r) {
var kx, ky;
var i,j,y1,y2,c,a,b;
copy_(r,x);
for (ky=y.length;y[ky-1]==0;ky--) {}; //ky is number of elements in y, not including leading zeros
//normalize: ensure the most significant element of y has its highest bit set
b=y[ky-1];
for (a=0; b; a++)
b>>=1;
a=bpe-a; //a is how many bits to shift so that the high order bit of y is leftmost in its array element
leftShift_(y,a); //multiply both by 1<<a now, then divide both by that at the end
leftShift_(r,a);
//Rob Visser discovered a bug: the following line was originally just before the normalization.
for (kx=r.length;r[kx-1]==0 && kx>ky;kx--) {}; //kx is number of elements in normalized x, not including leading zeros
copyInt_(q,0); // q=0
while (!greaterShift(y,r,kx-ky)) { // while (leftShift_(y,kx-ky) <= r) {
subShift_(r,y,kx-ky); // r=r-leftShift_(y,kx-ky)
q[kx-ky]++; // q[kx-ky]++;
} // }
for (i=kx-1; i>=ky; i--) {
if (r[i]==y[ky-1])
q[i-ky]=mask;
else
q[i-ky]=Math.floor((r[i]*radix+r[i-1])/y[ky-1]);
//The following for(;;) loop is equivalent to the commented while loop,
//except that the uncommented version avoids overflow.
//The commented loop comes from HAC, which assumes r[-1]==y[-1]==0
// while (q[i-ky]*(y[ky-1]*radix+y[ky-2]) > r[i]*radix*radix+r[i-1]*radix+r[i-2])
// q[i-ky]--;
for (;;) {
y2=(ky>1 ? y[ky-2] : 0)*q[i-ky];
c=y2>>bpe;
y2=y2 & mask;
y1=c+q[i-ky]*y[ky-1];
c=y1>>bpe;
y1=y1 & mask;
if (c==r[i] ? y1==r[i-1] ? y2>(i>1 ? r[i-2] : 0) : y1>r[i-1] : c>r[i])
q[i-ky]--;
else
break;
}
linCombShift_(r,y,-q[i-ky],i-ky); //r=r-q[i-ky]*leftShift_(y,i-ky)
if (negative(r)) {
addShift_(r,y,i-ky); //r=r+leftShift_(y,i-ky)
q[i-ky]--;
}
}
rightShift_(y,a); //undo the normalization step
rightShift_(r,a); //undo the normalization step
}
//do carries and borrows so each element of the bigInt x fits in bpe bits.
function carry_(x) {
var i,k,c,b;
k=x.length;
c=0;
for (i=0;i<k;i++) {
c+=x[i];
b=0;
if (c<0) {
b=-(c>>bpe);
c+=b*radix;
}
x[i]=c & mask;
c=(c>>bpe)-b;
}
}
//return x mod n for bigInt x and integer n.
function modInt(x,n) {
var i,c=0;
for (i=x.length-1; i>=0; i--)
c=(c*radix+x[i])%n;
return c;
}
//convert the integer t into a bigInt with at least the given number of bits.
//the returned array stores the bigInt in bpe-bit chunks, little endian (buff[0] is least significant word)
//Pad the array with leading zeros so that it has at least minSize elements.
//There will always be at least one leading 0 element.
function int2bigInt(t,bits,minSize) {
var i,k;
k=Math.ceil(bits/bpe)+1;
k=minSize>k ? minSize : k;
buff=new Array(k);
copyInt_(buff,t);
return buff;
}
//return the bigInt given a string representation in a given base.
//Pad the array with leading zeros so that it has at least minSize elements.
//If base=-1, then it reads in a space-separated list of array elements in decimal.
//The array will always have at least one leading zero, unless base=-1.
function str2bigInt(s,base,minSize) {
var d, i, j, x, y, kk;
var k=s.length;
if (base==-1) { //comma-separated list of array elements in decimal
x=new Array(0);
for (;;) {
y=new Array(x.length+1);
for (i=0;i<x.length;i++)
y[i+1]=x[i];
y[0]=parseInt(s,10);
x=y;
d=s.indexOf(',',0);
if (d<1)
break;
s=s.substring(d+1);
if (s.length==0)
break;
}
if (x.length<minSize) {
y=new Array(minSize);
copy_(y,x);
return y;
}
return x;
}
x=int2bigInt(0,base*k,0);
if (base<=36 && d>=36) //convert uppercase to lowercase if base<=36
s = s.toLowerCase();
for (i=0;i<k;i++) {
d=digitsStr.indexOf(s.substring(i,i+1),0);
if (d>=base || d<0) { //stop at first illegal character
break;
}
multInt_(x,base);
addInt_(x,d);
}
for (k=x.length;k>0 && !x[k-1];k--) {}; //strip off leading zeros
k=minSize>k+1 ? minSize : k+1;
y=new Array(k);
kk=k<x.length ? k : x.length;
for (i=0;i<kk;i++)
y[i]=x[i];
for (;i<k;i++)
y[i]=0;
return y;
}
//is bigint x equal to integer y?
//y must have less than bpe bits
function equalsInt(x,y) {
var i;
if (x[0]!=y)
return 0;
for (i=1;i<x.length;i++)
if (x[i])
return 0;
return 1;
}
//are bigints x and y equal?
//this works even if x and y are different lengths and have arbitrarily many leading zeros
function equals(x,y) {
var i;
var k=x.length<y.length ? x.length : y.length;
for (i=0;i<k;i++)
if (x[i]!=y[i])
return 0;
if (x.length>y.length) {
for (;i<x.length;i++)
if (x[i])
return 0;
} else {
for (;i<y.length;i++)
if (y[i])
return 0;
}
return 1;
}
//is the bigInt x equal to zero?
function isZero(x) {
var i;
for (i=0;i<x.length;i++)
if (x[i])
return 0;
return 1;
}
//convert a bigInt into a string in a given base, from base 2 up to base 95.
//Base -1 prints the contents of the array representing the number.
function bigInt2str(x,base) {
var i,t,s="";
if (s6.length!=x.length)
s6=dup(x);
else
copy_(s6,x);
if (base==-1) { //return the list of array contents
for (i=x.length-1;i>0;i--)
s+=x[i]+',';
s+=x[0];
}
else { //return it in the given base
while (!isZero(s6)) {
t=divInt_(s6,base); //t=s6 % base; s6=floor(s6/base);
s=digitsStr.substring(t,t+1)+s;
}
}
if (s.length==0)
s="0";
return s;
}
//returns a duplicate of bigInt x
function dup(x) {
var i;
buff=new Array(x.length);
copy_(buff,x);
return buff;
}
//do x=y on bigInts x and y. x must be an array at least as big as y (not counting the leading zeros in y).
function copy_(x,y) {
var i;
var k=x.length<y.length ? x.length : y.length;
for (i=0;i<k;i++)
x[i]=y[i];
for (i=k;i<x.length;i++)
x[i]=0;
}
//do x=y on bigInt x and integer y.
function copyInt_(x,n) {
var i,c;
for (c=n,i=0;i<x.length;i++) {
x[i]=c & mask;
c>>=bpe;
}
}
//do x=x+n where x is a bigInt and n is an integer.
//x must be large enough to hold the result.
function addInt_(x,n) {
var i,k,c,b;
x[0]+=n;
k=x.length;
c=0;
for (i=0;i<k;i++) {
c+=x[i];
b=0;
if (c<0) {
b=-(c>>bpe);
c+=b*radix;
}
x[i]=c & mask;
c=(c>>bpe)-b;
if (!c) return; //stop carrying as soon as the carry is zero
}
}
//right shift bigInt x by n bits. 0 <= n < bpe.
function rightShift_(x,n) {
var i;
var k=Math.floor(n/bpe);
if (k) {
for (i=0;i<x.length-k;i++) //right shift x by k elements
x[i]=x[i+k];
for (;i<x.length;i++)
x[i]=0;
n%=bpe;
}
for (i=0;i<x.length-1;i++) {
x[i]=mask & ((x[i+1]<<(bpe-n)) | (x[i]>>n));
}
x[i]>>=n;
}
//do x=floor(|x|/2)*sgn(x) for bigInt x in 2's complement
function halve_(x) {
var i;
for (i=0;i<x.length-1;i++) {
x[i]=mask & ((x[i+1]<<(bpe-1)) | (x[i]>>1));
}
x[i]=(x[i]>>1) | (x[i] & (radix>>1)); //most significant bit stays the same
}
//left shift bigInt x by n bits.
function leftShift_(x,n) {
var i;
var k=Math.floor(n/bpe);
if (k) {
for (i=x.length; i>=k; i--) //left shift x by k elements
x[i]=x[i-k];
for (;i>=0;i--)
x[i]=0;
n%=bpe;
}
if (!n)
return;
for (i=x.length-1;i>0;i--) {
x[i]=mask & ((x[i]<<n) | (x[i-1]>>(bpe-n)));
}
x[i]=mask & (x[i]<<n);
}
//do x=x*n where x is a bigInt and n is an integer.
//x must be large enough to hold the result.
function multInt_(x,n) {
var i,k,c,b;
if (!n)
return;
k=x.length;
c=0;
for (i=0;i<k;i++) {
c+=x[i]*n;
b=0;
if (c<0) {
b=-(c>>bpe);
c+=b*radix;
}
x[i]=c & mask;
c=(c>>bpe)-b;
}
}
//do x=floor(x/n) for bigInt x and integer n, and return the remainder
function divInt_(x,n) {
var i,r=0,s;
for (i=x.length-1;i>=0;i--) {
s=r*radix+x[i];
x[i]=Math.floor(s/n);
r=s%n;
}
return r;
}
//do the linear combination x=a*x+b*y for bigInts x and y, and integers a and b.
//x must be large enough to hold the answer.
function linComb_(x,y,a,b) {
var i,c,k,kk;
k=x.length<y.length ? x.length : y.length;
kk=x.length;
for (c=0,i=0;i<k;i++) {
c+=a*x[i]+b*y[i];
x[i]=c & mask;
c>>=bpe;
}
for (i=k;i<kk;i++) {
c+=a*x[i];
x[i]=c & mask;
c>>=bpe;
}
}
//do the linear combination x=a*x+b*(y<<(ys*bpe)) for bigInts x and y, and integers a, b and ys.
//x must be large enough to hold the answer.
function linCombShift_(x,y,b,ys) {
var i,c,k,kk;
k=x.length<ys+y.length ? x.length : ys+y.length;
kk=x.length;
for (c=0,i=ys;i<k;i++) {
c+=x[i]+b*y[i-ys];
x[i]=c & mask;
c>>=bpe;
}
for (i=k;c && i<kk;i++) {
c+=x[i];
x[i]=c & mask;
c>>=bpe;
}
}
//do x=x+(y<<(ys*bpe)) for bigInts x and y, and integers a,b and ys.
//x must be large enough to hold the answer.
function addShift_(x,y,ys) {
var i,c,k,kk;
k=x.length<ys+y.length ? x.length : ys+y.length;
kk=x.length;
for (c=0,i=ys;i<k;i++) {
c+=x[i]+y[i-ys];
x[i]=c & mask;
c>>=bpe;
}
for (i=k;c && i<kk;i++) {
c+=x[i];
x[i]=c & mask;
c>>=bpe;
}
}
//do x=x-(y<<(ys*bpe)) for bigInts x and y, and integers a,b and ys.
//x must be large enough to hold the answer.
function subShift_(x,y,ys) {
var i,c,k,kk;
k=x.length<ys+y.length ? x.length : ys+y.length;
kk=x.length;
for (c=0,i=ys;i<k;i++) {
c+=x[i]-y[i-ys];
x[i]=c & mask;
c>>=bpe;
}
for (i=k;c && i<kk;i++) {
c+=x[i];
x[i]=c & mask;
c>>=bpe;
}
}
//do x=x-y for bigInts x and y.
//x must be large enough to hold the answer.
//negative answers will be 2s complement
function sub_(x,y) {
var i,c,k,kk;
k=x.length<y.length ? x.length : y.length;
for (c=0,i=0;i<k;i++) {
c+=x[i]-y[i];
x[i]=c & mask;
c>>=bpe;
}
for (i=k;c && i<x.length;i++) {
c+=x[i];
x[i]=c & mask;
c>>=bpe;
}
}
//do x=x+y for bigInts x and y.
//x must be large enough to hold the answer.
function add_(x,y) {
var i,c,k,kk;
k=x.length<y.length ? x.length : y.length;
for (c=0,i=0;i<k;i++) {
c+=x[i]+y[i];
x[i]=c & mask;
c>>=bpe;
}
for (i=k;c && i<x.length;i++) {
c+=x[i];
x[i]=c & mask;
c>>=bpe;
}
}
//do x=x*y for bigInts x and y. This is faster when y<x.
function mult_(x,y) {
var i;
if (ss.length!=2*x.length)
ss=new Array(2*x.length);
copyInt_(ss,0);
for (i=0;i<y.length;i++)
if (y[i])
linCombShift_(ss,x,y[i],i); //ss=1*ss+y[i]*(x<<(i*bpe))
copy_(x,ss);
}
//do x=x mod n for bigInts x and n.
function mod_(x,n) {
if (s4.length!=x.length)
s4=dup(x);
else
copy_(s4,x);
if (s5.length!=x.length)
s5=dup(x);
divide_(s4,n,s5,x); //x = remainder of s4 / n
}
//return x with exactly k leading zero elements
function trim(x,k) {
var i,y;
for (i=x.length; i>0 && !x[i-1]; i--) {};
y=new Array(i+k);
copy_(y,x);
return y;
}
/////////////////////////////////
// //
// END BIGINT IMPLEMENTATION //
// //
/////////////////////////////////
// Expects n and k as normal integers, returns a bigint object.
// Should be fairly easy to adapt to any bigint implementation.
function nCk(n, k, bits) {
if (!bits) bits = 256;
var m;
var quotient = int2bigInt(0, bits);
if (k > n) return quotient;
var remainder = int2bigInt(0, bits*2);
var numerator = int2bigInt(1, bits*2);
var denominator = int2bigInt(1, bits*2);
for (var i = 1; i <= k; i++) {
m = n - (k - i);
multInt_(numerator, m);
multInt_(denominator, i);
}
// The numerator is not guaranteed to be a multiple of the denominator
// until after the last iteration of the loop, so division happens here.
divide_(numerator, denominator, quotient, remainder);
return quotient;
}
function minValues(max_x, cardinality) {
max_x = typeof max_x === 'number' ? int2bigInt(max_x, 53) : dup(max_x);
var bits = bitSize(max_x);
var c, n = 0;
var max_n = cardinality >> 1;
do {
if (n >= max_n) return null;
c = nCk(cardinality, ++n, bits);
} while (greater(max_x, c));
return n;
}
function findBestN(x, start_n, k) {
var last, incr, n, c, start_n, best_n, best_c;
last = incr = n = start_n;
best_n = best_c = 0;
while (last || incr) {
last = incr;
incr >>>= 1;
c = nCk(n, k);
if (!greater(c, x)) {
if (n > best_n) {
best_n = n;
best_c = c;
}
n += incr + 1;
} else {
n -= incr + 1;
}
}
return {n: best_n, c: best_c};
}
function int2cmb(x, cardinality, n_values) {
x = typeof x === 'number' ? int2bigInt(x, 53) : dup(x);
var best;
var k = n_values || minValues(x, cardinality);
var n = cardinality;
var values = [];
do {
best = findBestN(x, n, k);
n = best.n;
values.push(n);
sub_(x, best.c);
} while (--k);
return values;
}
function cmb2int(values, bits) {
if (!bits) bits = 256;
// get a sorted copy
values = values.slice().sort(function(a,b){return a-b;});
var c;
var x = int2bigInt(0, bits);
for (var _len = values.length, i = 0; i < _len; ++i) {
c = nCk(values[i], i + 1, bits);
add_(x, c);
}
return x;
}
exports['MultisetCodec'] = (function(sets) {
var __MultisetCodec = function(sets) {
if (this.constructor !== __MultisetCodec) throw new Error("missing 'new'");
var self = this;
self['sets'] = sets;
function neededItems(max_x) {
max_x = typeof max_x === 'number' ? int2bigInt(max_x, 53) : dup(max_x);
var k = 1, accum, _len, i, c, n, bits = bitSize(max_x);
while (1) {
accum = int2bigInt(1, bits);
for (_len = self['sets'].length, i = 0; i < _len; ++i) {
n = self['sets'][i];
c = nCk(n, k, bits);
mult_(accum, c);
}
// (accum >= max_x) == !(max_x > accum)
if (!(greater(max_x, accum))) {
return k;
}
++k;
}
}
function encode(x, max_x) {
x = typeof x === 'number' ? int2bigInt(x, 53) : dup(x);
if (typeof max_x === 'undefined') {
max_x = dup(x);
} else if (typeof max_x === 'number') {
max_x = int2bigInt(max_x, 53);
} else {
max_x = dup(max_x);
}
var bits = bitSize(max_x), cardinality, subcmb;
var needed = neededItems(max_x), result = [], i, j, _len, k, base;
var n = int2bigInt(0, bits), tmp = int2bigInt(0, bits);
for (_len = self['sets'].length, i = 0; i < _len; ++i) {
cardinality = self['sets'][i];
k = needed;
base = nCk(cardinality, k, bits);
divide_(x, base, tmp, n);
x = dup(tmp);
subcmb = int2cmb(n, cardinality, k);
for (j = 0; j < k; ++j) {
result.push([i, subcmb[j]]);
}
}
return result;
}
function decode(l, bits) {
if (!bits) bits = 256;
var sublists = {}, sublist, sublist_idx = [];
var i, _len, n, v, x, k, c;
for (_len = l.length, i = 0; i < _len; ++i) {
s = l[i][0], v = l[i][1];
sublists[s] = (sublists[s] || []);
sublists[s].push(v);
}
for (s in sublists) sublists[s].sort(function(a,b){return a-b;});
x = int2bigInt(0, bits);
for (i = sets.length; i--;) {
sublist = sublists[i];
if (!sublist) throw new Error("incomplete data to decode");
n = self['sets'][i];
k = sublist.length;
c = nCk(n, k, bits);
//var log = bigInt2str(x, 10) + ' ' + bigInt2str(c, 10)
mult_(x, c);
v = cmb2int(sublist, bits*2);
//log += ' ' + bigInt2str(v, 10) + ' ' + sublist
//console.log(log);
add_(x, v);
}
return x;
}
self['neededItems'] = neededItems;
self['encode'] = encode;
self['decode'] = decode;
}
return __MultisetCodec;
})();
// combinadic functions
exports['nCk'] = nCk;
exports['minValues'] = minValues;
exports['int2cmb'] = int2cmb;
exports['cmb2int'] = cmb2int;
// functions from BigInt.js
exports['bi2str'] = bigInt2str;
exports['str2bi'] = str2bigInt;
exports['int2bi'] = int2bigInt;
exports['equals'] = equals;
exports['equalsInt'] = equalsInt;
})(typeof exports === 'undefined' ? window['combinadic'] = {} : exports);