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/*! For license information please see Charts.js.LICENSE.txt */
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d=0;if(l<t&&h<n)for(f>s==f>-s?(a=s+o,u=o-(a-s),s=e[++l]):(a=f+o,u=o-(a-f),f=r[++h]),o=a,0!==u&&(i[d++]=u);l<t&&h<n;)f>s==f>-s?(a=o+s,c=a-o,u=o-(a-c)+(s-c),s=e[++l]):(a=o+f,c=a-o,u=o-(a-c)+(f-c),f=r[++h]),o=a,0!==u&&(i[d++]=u);for(;l<t;)a=o+s,c=a-o,u=o-(a-c)+(s-c),s=e[++l],o=a,0!==u&&(i[d++]=u);for(;h<n;)a=o+f,c=a-o,u=o-(a-c)+(f-c),f=r[++h],o=a,0!==u&&(i[d++]=u);return 0===o&&0!==d||(i[d++]=o),d}function Cu(t){return new Float64Array(t)}const Iu=Cu(4),Ru=Cu(8),Ou=Cu(12),Pu=Cu(16),Du=Cu(4);function Lu(t,e,n,r,i,o){const a=(e-o)*(n-i),u=(t-i)*(r-o),c=a-u;if(0===a||0===u||a>0!=u>0)return c;const s=Math.abs(a+u);return Math.abs(c)>=33306690738754716e-32*s?c:-function(t,e,n,r,i,o,a){let u,c,s,f,l,h,d,p,g,y,m,v,b,x,w,_,A,E;const M=t-i,B=n-i,T=e-o,k=r-o;x=M*k,h=Su*M,d=h-(h-M),p=M-d,h=Su*k,g=h-(h-k),y=k-g,w=p*y-(x-d*g-p*g-d*y),_=T*B,h=Su*T,d=h-(h-T),p=T-d,h=Su*B,g=h-(h-B),y=B-g,A=p*y-(_-d*g-p*g-d*y),m=w-A,l=w-m,Iu[0]=w-(m+l)+(l-A),v=x+m,l=v-x,b=x-(v-l)+(m-l),m=b-_,l=b-m,Iu[1]=b-(m+l)+(l-_),E=v+m,l=E-v,Iu[2]=v-(E-l)+(m-l),Iu[3]=E;let F=function(t,e){let n=e[0];for(let t=1;t<4;t++)n+=e[t];return n}(0,Iu),S=22204460492503146e-32*a;if(F>=S||-F>=S)return F;if(l=t-M,u=t-(M+l)+(l-i),l=n-B,s=n-(B+l)+(l-i),l=e-T,c=e-(T+l)+(l-o),l=r-k,f=r-(k+l)+(l-o),0===u&&0===c&&0===s&&0===f)return F;if(S=11093356479670487e-47*a+33306690738754706e-32*Math.abs(F),F+=M*f+k*u-(T*s+B*c),F>=S||-F>=S)return F;x=u*k,h=Su*u,d=h-(h-u),p=u-d,h=Su*k,g=h-(h-k),y=k-g,w=p*y-(x-d*g-p*g-d*y),_=c*B,h=Su*c,d=h-(h-c),p=c-d,h=Su*B,g=h-(h-B),y=B-g,A=p*y-(_-d*g-p*g-d*y),m=w-A,l=w-m,Du[0]=w-(m+l)+(l-A),v=x+m,l=v-x,b=x-(v-l)+(m-l),m=b-_,l=b-m,Du[1]=b-(m+l)+(l-_),E=v+m,l=E-v,Du[2]=v-(E-l)+(m-l),Du[3]=E;const N=Nu(4,Iu,4,Du,Ru);x=M*f,h=Su*M,d=h-(h-M),p=M-d,h=Su*f,g=h-(h-f),y=f-g,w=p*y-(x-d*g-p*g-d*y),_=T*s,h=Su*T,d=h-(h-T),p=T-d,h=Su*s,g=h-(h-s),y=s-g,A=p*y-(_-d*g-p*g-d*y),m=w-A,l=w-m,Du[0]=w-(m+l)+(l-A),v=x+m,l=v-x,b=x-(v-l)+(m-l),m=b-_,l=b-m,Du[1]=b-(m+l)+(l-_),E=v+m,l=E-v,Du[2]=v-(E-l)+(m-l),Du[3]=E;const C=Nu(N,Ru,4,Du,Ou);x=u*f,h=Su*u,d=h-(h-u),p=u-d,h=Su*f,g=h-(h-f),y=f-g,w=p*y-(x-d*g-p*g-d*y),_=c*s,h=Su*c,d=h-(h-c),p=c-d,h=Su*s,g=h-(h-s),y=s-g,A=p*y-(_-d*g-p*g-d*y),m=w-A,l=w-m,Du[0]=w-(m+l)+(l-A),v=x+m,l=v-x,b=x-(v-l)+(m-l),m=b-_,l=b-m,Du[1]=b-(m+l)+(l-_),E=v+m,l=E-v,Du[2]=v-(E-l)+(m-l),Du[3]=E;const I=Nu(C,Ou,4,Du,Pu);return Pu[I-1]}(t,e,n,r,i,o,s)}Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(8),Cu(8),Cu(8),Cu(4),Cu(8),Cu(8),Cu(8),Cu(12),Cu(192),Cu(192),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(8),Cu(8),Cu(8),Cu(8),Cu(8),Cu(8),Cu(8),Cu(8),Cu(8),Cu(4),Cu(4),Cu(4),Cu(8),Cu(16),Cu(16),Cu(16),Cu(32),Cu(32),Cu(48),Cu(64),Cu(1152),Cu(1152),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(4),Cu(24),Cu(24),Cu(24),Cu(24),Cu(24),Cu(24),Cu(24),Cu(24),Cu(24),Cu(24),Cu(1152),Cu(1152),Cu(1152),Cu(1152),Cu(1152),Cu(2304),Cu(2304),Cu(3456),Cu(5760),Cu(8),Cu(8),Cu(8),Cu(16),Cu(24),Cu(48),Cu(48),Cu(96),Cu(192),Cu(384),Cu(384),Cu(384),Cu(768),Cu(96),Cu(96),Cu(96),Cu(1152);const Uu=Math.pow(2,-52),ju=new Uint32Array(512);class zu{static from(t,e=Vu,n=Wu){const r=t.length,i=new Float64Array(2*r);for(let o=0;o<r;o++){const r=t[o];i[2*o]=e(r),i[2*o+1]=n(r)}return new zu(i)}constructor(t){const e=t.length>>1;if(e>0&&"number"!=typeof t[0])throw new Error("Expected coords to contain numbers.");this.coords=t;const n=Math.max(2*e-5,0);this._triangles=new Uint32Array(3*n),this._halfedges=new Int32Array(3*n),this._hashSize=Math.ceil(Math.sqrt(e)),this._hullPrev=new Uint32Array(e),this._hullNext=new Uint32Array(e),this._hullTri=new Uint32Array(e),this._hullHash=new Int32Array(this._hashSize).fill(-1),this._ids=new Uint32Array(e),this._dists=new Float64Array(e),this.update()}update(){const{coords:t,_hullPrev:e,_hullNext:n,_hullTri:r,_hullHash:i}=this,o=t.length>>1;let a=1/0,u=1/0,c=-1/0,s=-1/0;for(let e=0;e<o;e++){const n=t[2*e],r=t[2*e+1];n<a&&(a=n),r<u&&(u=r),n>c&&(c=n),r>s&&(s=r),this._ids[e]=e}const f=(a+c)/2,l=(u+s)/2;let h,d,p,g=1/0;for(let e=0;e<o;e++){const n=$u(f,l,t[2*e],t[2*e+1]);n<g&&(h=e,g=n)}const y=t[2*h],m=t[2*h+1];g=1/0;for(let e=0;e<o;e++){if(e===h)continue;const n=$u(y,m,t[2*e],t[2*e+1]);n<g&&n>0&&(d=e,g=n)}let v=t[2*d],b=t[2*d+1],x=1/0;for(let e=0;e<o;e++){if(e===h||e===d)continue;const n=qu(y,m,v,b,t[2*e],t[2*e+1]);n<x&&(p=e,x=n)}let w=t[2*p],_=t[2*p+1];if(x===1/0){for(let e=0;e<o;e++)this._dists[e]=t[2*e]-t[0]||t[2*e+1]-t[1];Yu(this._ids,this._dists,0,o-1);const e=new Uint32Array(o);let n=0;for(let t=0,r=-1/0;t<o;t++){const i=this._ids[t];this._dists[i]>r&&(e[n++]=i,r=this._dists[i])}return this.hull=e.subarray(0,n),this.triangles=new Uint32Array(0),void(this.halfedges=new Uint32Array(0))}if(Lu(y,m,v,b,w,_)<0){const t=d,e=v,n=b;d=p,v=w,b=_,p=t,w=e,_=n}const A=function(t,e,n,r,i,o){const a=n-t,u=r-e,c=i-t,s=o-e,f=a*a+u*u,l=c*c+s*s,h=.5/(a*s-u*c);return{x:t+(s*f-u*l)*h,y:e+(a*l-c*f)*h}}(y,m,v,b,w,_);this._cx=A.x,this._cy=A.y;for(let e=0;e<o;e++)this._dists[e]=$u(t[2*e],t[2*e+1],A.x,A.y);Yu(this._ids,this._dists,0,o-1),this._hullStart=h;let E=3;n[h]=e[p]=d,n[d]=e[h]=p,n[p]=e[d]=h,r[h]=0,r[d]=1,r[p]=2,i.fill(-1),i[this._hashKey(y,m)]=h,i[this._hashKey(v,b)]=d,i[this._hashKey(w,_)]=p,this.trianglesLen=0,this._addTriangle(h,d,p,-1,-1,-1);for(let o,a,u=0;u<this._ids.length;u++){const c=this._ids[u],s=t[2*c],f=t[2*c+1];if(u>0&&Math.abs(s-o)<=Uu&&Math.abs(f-a)<=Uu)continue;if(o=s,a=f,c===h||c===d||c===p)continue;let l=0;for(let t=0,e=this._hashKey(s,f);t<this._hashSize&&(l=i[(e+t)%this._hashSize],-1===l||l===n[l]);t++);l=e[l];let g,y=l;for(;g=n[y],Lu(s,f,t[2*y],t[2*y+1],t[2*g],t[2*g+1])>=0;)if(y=g,y===l){y=-1;break}if(-1===y)continue;let m=this._addTriangle(y,c,n[y],-1,-1,r[y]);r[c]=this._legalize(m+2),r[y]=m,E++;let v=n[y];for(;g=n[v],Lu(s,f,t[2*v],t[2*v+1],t[2*g],t[2*g+1])<0;)m=this._addTriangle(v,c,g,r[c],-1,r[v]),r[c]=this._legalize(m+2),n[v]=v,E--,v=g;if(y===l)for(;g=e[y],Lu(s,f,t[2*g],t[2*g+1],t[2*y],t[2*y+1])<0;)m=this._addTriangle(g,c,y,-1,r[y],r[g]),this._legalize(m+2),r[g]=m,n[y]=y,E--,y=g;this._hullStart=e[c]=y,n[y]=e[v]=c,n[c]=v,i[this._hashKey(s,f)]=c,i[this._hashKey(t[2*y],t[2*y+1])]=y}this.hull=new Uint32Array(E);for(let t=0,e=this._hullStart;t<E;t++)this.hull[t]=e,e=n[e];this.triangles=this._triangles.subarray(0,this.trianglesLen),this.halfedges=this._halfedges.subarray(0,this.trianglesLen)}_hashKey(t,e){return Math.floor(function(t,e){const n=t/(Math.abs(t)+Math.abs(e));return(e>0?3-n:1+n)/4}(t-this._cx,e-this._cy)*this._hashSize)%this._hashSize}_legalize(t){const{_triangles:e,_halfedges:n,coords:r}=this;let i=0,o=0;for(;;){const a=n[t],u=t-t%3;if(o=u+(t+2)%3,-1===a){if(0===i)break;t=ju[--i];continue}const c=a-a%3,s=u+(t+1)%3,f=c+(a+2)%3,l=e[o],h=e[t],d=e[s],p=e[f];if(Hu(r[2*l],r[2*l+1],r[2*h],r[2*h+1],r[2*d],r[2*d+1],r[2*p],r[2*p+1])){e[t]=p,e[a]=l;const r=n[f];if(-1===r){let e=this._hullStart;do{if(this._hullTri[e]===f){this._hullTri[e]=t;break}e=this._hullPrev[e]}while(e!==this._hullStart)}this._link(t,r),this._link(a,n[o]),this._link(o,f);const u=c+(a+1)%3;i<ju.length&&(ju[i++]=u)}else{if(0===i)break;t=ju[--i]}}return o}_link(t,e){this._halfedges[t]=e,-1!==e&&(this._halfedges[e]=t)}_addTriangle(t,e,n,r,i,o){const a=this.trianglesLen;return this._triangles[a]=t,this._triangles[a+1]=e,this._triangles[a+2]=n,this._link(a,r),this._link(a+1,i),this._link(a+2,o),this.trianglesLen+=3,a}}function $u(t,e,n,r){const i=t-n,o=e-r;return i*i+o*o}function Hu(t,e,n,r,i,o,a,u){const c=t-a,s=e-u,f=n-a,l=r-u,h=i-a,d=o-u,p=f*f+l*l,g=h*h+d*d;return c*(l*g-p*d)-s*(f*g-p*h)+(c*c+s*s)*(f*d-l*h)<0}function qu(t,e,n,r,i,o){const a=n-t,u=r-e,c=i-t,s=o-e,f=a*a+u*u,l=c*c+s*s,h=.5/(a*s-u*c),d=(s*f-u*l)*h,p=(a*l-c*f)*h;return d*d+p*p}function Yu(t,e,n,r){if(r-n<=20)for(let i=n+1;i<=r;i++){const r=t[i],o=e[r];let a=i-1;for(;a>=n&&e[t[a]]>o;)t[a+1]=t[a--];t[a+1]=r}else{let i=n+1,o=r;Gu(t,n+r>>1,i),e[t[n]]>e[t[r]]&&Gu(t,n,r),e[t[i]]>e[t[r]]&&Gu(t,i,r),e[t[n]]>e[t[i]]&&Gu(t,n,i);const a=t[i],u=e[a];for(;;){do{i++}while(e[t[i]]<u);do{o--}while(e[t[o]]>u);if(o<i)break;Gu(t,i,o)}t[n+1]=t[o],t[o]=a,r-i+1>=o-n?(Yu(t,e,i,r),Yu(t,e,n,o-1)):(Yu(t,e,n,o-1),Yu(t,e,i,r))}}function Gu(t,e,n){const r=t[e];t[e]=t[n],t[n]=r}function Vu(t){return t[0]}function Wu(t){return t[1]}const Xu=1e-6;class Ju{constructor(){this._x0=this._y0=this._x1=this._y1=null,this._=""}moveTo(t,e){this._+=`M${this._x0=this._x1=+t},${this._y0=this._y1=+e}`}closePath(){null!==this._x1&&(this._x1=this._x0,this._y1=this._y0,this._+="Z")}lineTo(t,e){this._+=`L${this._x1=+t},${this._y1=+e}`}arc(t,e,n){const r=(t=+t)+(n=+n),i=e=+e;if(n<0)throw new Error("negative radius");null===this._x1?this._+=`M${r},${i}`:(Math.abs(this._x1-r)>Xu||Math.abs(this._y1-i)>Xu)&&(this._+="L"+r+","+i),n&&(this._+=`A${n},${n},0,1,1,${t-n},${e}A${n},${n},0,1,1,${this._x1=r},${this._y1=i}`)}rect(t,e,n,r){this._+=`M${this._x0=this._x1=+t},${this._y0=this._y1=+e}h${+n}v${+r}h${-n}Z`}value(){return this._||null}}class Zu{constructor(){this._=[]}moveTo(t,e){this._.push([t,e])}closePath(){this._.push(this._[0].slice())}lineTo(t,e){this._.push([t,e])}value(){return this._.length?this._:null}}class Ku{constructor(t,[e,n,r,i]=[0,0,960,500]){if(!((r=+r)>=(e=+e)&&(i=+i)>=(n=+n)))throw new Error("invalid bounds");this.delaunay=t,this._circumcenters=new Float64Array(2*t.points.length),this.vectors=new Float64Array(2*t.points.length),this.xmax=r,this.xmin=e,this.ymax=i,this.ymin=n,this._init()}update(){return this.delaunay.update(),this._init(),this}_init(){const{delaunay:{points:t,hull:e,triangles:n},vectors:r}=this,i=this.circumcenters=this._circumcenters.subarray(0,n.length/3*2);for(let e,r,o=0,a=0,u=n.length;o<u;o+=3,a+=2){const u=2*n[o],c=2*n[o+1],s=2*n[o+2],f=t[u],l=t[u+1],h=t[c],d=t[c+1],p=t[s],g=t[s+1],y=h-f,m=d-l,v=p-f,b=g-l,x=2*(y*b-m*v);if(Math.abs(x)<1e-9){let i=1e9;const o=2*n[0];i*=Math.sign((t[o]-f)*b-(t[o+1]-l)*v),e=(f+p)/2-i*b,r=(l+g)/2+i*v}else{const t=1/x,n=y*y+m*m,i=v*v+b*b;e=f+(b*n-m*i)*t,r=l+(y*i-v*n)*t}i[a]=e,i[a+1]=r}let o,a,u,c=e[e.length-1],s=4*c,f=t[2*c],l=t[2*c+1];r.fill(0);for(let n=0;n<e.length;++n)c=e[n],o=s,a=f,u=l,s=4*c,f=t[2*c],l=t[2*c+1],r[o+2]=r[s]=u-l,r[o+3]=r[s+1]=f-a}render(t){const e=null==t?t=new Ju:void 0,{delaunay:{halfedges:n,inedges:r,hull:i},circumcenters:o,vectors:a}=this;if(i.length<=1)return null;for(let e=0,r=n.length;e<r;++e){const r=n[e];if(r<e)continue;const i=2*Math.floor(e/3),a=2*Math.floor(r/3),u=o[i],c=o[i+1],s=o[a],f=o[a+1];this._renderSegment(u,c,s,f,t)}let u,c=i[i.length-1];for(let e=0;e<i.length;++e){u=c,c=i[e];const n=2*Math.floor(r[c]/3),s=o[n],f=o[n+1],l=4*u,h=this._project(s,f,a[l+2],a[l+3]);h&&this._renderSegment(s,f,h[0],h[1],t)}return e&&e.value()}renderBounds(t){const e=null==t?t=new Ju:void 0;return t.rect(this.xmin,this.ymin,this.xmax-this.xmin,this.ymax-this.ymin),e&&e.value()}renderCell(t,e){const n=null==e?e=new Ju:void 0,r=this._clip(t);if(null===r||!r.length)return;e.moveTo(r[0],r[1]);let i=r.length;for(;r[0]===r[i-2]&&r[1]===r[i-1]&&i>1;)i-=2;for(let t=2;t<i;t+=2)r[t]===r[t-2]&&r[t+1]===r[t-1]||e.lineTo(r[t],r[t+1]);return e.closePath(),n&&n.value()}*cellPolygons(){const{delaunay:{points:t}}=this;for(let e=0,n=t.length/2;e<n;++e){const t=this.cellPolygon(e);t&&(t.index=e,yield t)}}cellPolygon(t){const e=new Zu;return this.renderCell(t,e),e.value()}_renderSegment(t,e,n,r,i){let o;const a=this._regioncode(t,e),u=this._regioncode(n,r);0===a&&0===u?(i.moveTo(t,e),i.lineTo(n,r)):(o=this._clipSegment(t,e,n,r,a,u))&&(i.moveTo(o[0],o[1]),i.lineTo(o[2],o[3]))}contains(t,e,n){return(e=+e)==e&&(n=+n)==n&&this.delaunay._step(t,e,n)===t}*neighbors(t){const e=this._clip(t);if(e)for(const n of this.delaunay.neighbors(t)){const t=this._clip(n);if(t)t:for(let r=0,i=e.length;r<i;r+=2)for(let o=0,a=t.length;o<a;o+=2)if(e[r]==t[o]&&e[r+1]==t[o+1]&&e[(r+2)%i]==t[(o+a-2)%a]&&e[(r+3)%i]==t[(o+a-1)%a]){yield n;break t}}}_cell(t){const{circumcenters:e,delaunay:{inedges:n,halfedges:r,triangles:i}}=this,o=n[t];if(-1===o)return null;const a=[];let u=o;do{const n=Math.floor(u/3);if(a.push(e[2*n],e[2*n+1]),u=u%3==2?u-2:u+1,i[u]!==t)break;u=r[u]}while(u!==o&&-1!==u);return a}_clip(t){if(0===t&&1===this.delaunay.hull.length)return[this.xmax,this.ymin,this.xmax,this.ymax,this.xmin,this.ymax,this.xmin,this.ymin];const e=this._cell(t);if(null===e)return null;const{vectors:n}=this,r=4*t;return n[r]||n[r+1]?this._clipInfinite(t,e,n[r],n[r+1],n[r+2],n[r+3]):this._clipFinite(t,e)}_clipFinite(t,e){const n=e.length;let r,i,o,a,u=null,c=e[n-2],s=e[n-1],f=this._regioncode(c,s),l=0;for(let h=0;h<n;h+=2)if(r=c,i=s,c=e[h],s=e[h+1],o=f,f=this._regioncode(c,s),0===o&&0===f)a=l,l=0,u?u.push(c,s):u=[c,s];else{let 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Not a number: "+jB.truncate(t.toString(),10);return n;default:return t}}}])}();const ik=rk;var ok=function(){return u((function t(){r(this,t),this._inputType=-1,this._outputType=-1,this._presentType=-1,this._breakpoint=!1,this._disabled=!1,this._flowControl=!1,this._manualBake=!1,this._ingList=[],this.name="",this.module="",this.description="",this.infoURL=null}),[{key:"run",value:function(t,e){return t}},{key:"highlight",value:function(t,e){return!1}},{key:"highlightReverse",value:function(t,e){return!1}},{key:"present",value:function(t,e){return t}},{key:"inputType",get:function(){return nk.enumLookup(this._inputType)},set:function(t){this._inputType=nk.typeEnum(t)}},{key:"outputType",get:function(){return nk.enumLookup(this._outputType)},set:function(t){this._outputType=nk.typeEnum(t),this._presentType<0&&(this._presentType=this._outputType)}},{key:"presentType",get:function(){return nk.enumLookup(this._presentType)},set:function(t){this._presentType=nk.typeEnum(t)}},{key:"args",get:function(){return this._ingList.map((function(t){var e={name:t.name,type:t.type,value:t.defaultValue};return t.toggleValues&&(e.toggleValues=t.toggleValues),t.hint&&(e.hint=t.hint),t.rows&&(e.rows=t.rows),t.disabled&&(e.disabled=t.disabled),t.target&&(e.target=t.target),t.defaultIndex&&(e.defaultIndex=t.defaultIndex),t.maxLength&&(e.maxLength=t.maxLength),"number"==typeof t.min&&(e.min=t.min),"number"==typeof t.max&&(e.max=t.max),t.step&&(e.step=t.step),e}))},set:function(t){var e=this;t.forEach((function(t){var n=new ik(t);e.addIngredient(n)}))}},{key:"config",get:function(){return{op:this.name,args:this._ingList.map((function(t){return t.config}))}}},{key:"addIngredient",value:function(t){this._ingList.push(t)}},{key:"ingValues",get:function(){return this._ingList.map((function(t){return t.value}))},set:function(t){var e=this;t.forEach((function(t,n){e._ingList[n].value=t}))}},{key:"breakpoint",get:function(){return this._breakpoint},set:function(t){this._breakpoint=!!t}},{key:"disabled",get:function(){return this._disabled},set:function(t){this._disabled=!!t}},{key:"flowControl",get:function(){return this._flowControl},set:function(t){this._flowControl=!!t}},{key:"manualBake",get:function(){return this._manualBake},set:function(t){this._manualBake=!!t}}])}();const ak=ok;function uk(t,e,n){return e=s(e),c(t,ck()?Reflect.construct(e,n||[],s(t).constructor):e.apply(t,n))}function ck(){try{var t=!Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],(function(){})))}catch(t){}return(ck=function(){return!!t})()}var sk=t.default?t.default:t,fk=pB()?pB():dB,lk=function(t){function e(){var t;return r(this,e),(t=uk(this,e)).name="Entropy",t.module="Charts",t.description="Shannon Entropy, in the context of information theory, is a measure of the rate at which information is produced by a source of data. It can be used, in a broad sense, to detect whether data is likely to be structured or unstructured. 8 is the maximum, representing highly unstructured, 'random' data. English language text usually falls somewhere between 3.5 and 5. Properly encrypted or compressed data should have an entropy of over 7.5.",t.infoURL="https://wikipedia.org/wiki/Entropy_(information_theory)",t.inputType="ArrayBuffer",t.outputType="json",t.presentType="html",t.args=[{name:"Visualisation",type:"option",value:["Shannon scale","Histogram (Bar)","Histogram (Line)","Curve","Image"]}],t}return l(e,t),u(e,[{key:"calculateShannonEntropy",value:function(t){var e,n=[],r=new Array(256).fill(0);for(e=0;e<t.length;e++)r[t[e]]++;for(e=0;e<r.length;e++)r[e]>0&&n.push(r[e]/t.length);var i,o=0;for(e=0;e<n.length;e++)o+=(i=n[e])*Math.log(i)/Math.log(2);return-o}},{key:"calculateScanningEntropy",value:function(t){for(var e=[],n=t.length<256?8:256,r=0;r<t.length;r+=n){var i=t.slice(r,r+n);e.push(this.calculateShannonEntropy(i))}return{entropyData:e,binWidth:n}}},{key:"createAxes",value:function(t,e,n,r,i,o,a,u,c){var s=sk.axisLeft().scale(n),f=sk.axisBottom().scale(e);t.append("g").attr("transform",`translate(0, ${r-o.bottom})`).call(f),t.append("g").attr("transform",`translate(${o.left},0)`).call(s),t.append("text").attr("transform","rotate(-90)").attr("y",0-o.left).attr("x",0-r/2).attr("dy","1em").style("text-anchor","middle").text(c),t.append("text").attr("transform",`translate(${i/2}, ${r-o.bottom+40})`).style("text-anchor","middle").text(u),t.append("text").attr("transform",`translate(${i/2}, ${o.top-10})`).style("text-anchor","middle").text(a)}},{key:"calculateByteFrequency",value:function(t){var e,n=new Array(256).fill(0);if(0===t.length)return n;for(e=0;e<t.length;e++)n[t[e]]++;for(e=0;e<n.length;e++)n[e]=n[e]/t.length;return n}},{key:"createByteFrequencyLineHistogram",value:function(t){var e={top:30,right:20,bottom:50,left:30},n=(new fk.Document).createElement("svg");n=sk.select(n).attr("width","100%").attr("height","100%").attr("viewBox","0 0 500 500");var r=sk.scaleLinear().domain([0,sk.max(t,(function(t){return t}))]).range([500-e.bottom,e.top]),i=sk.scaleLinear().domain([0,t.length-1]).range([e.left,500-e.right]),o=sk.line().x((function(t,e){return i(e)})).y((function(t){return r(t)})).curve(sk.curveMonotoneX);return n.append("path").datum(t).attr("fill","none").attr("stroke","steelblue").attr("d",o),this.createAxes(n,i,r,500,500,e,"","Byte","Byte Frequency"),n._groups[0][0].outerHTML}},{key:"createByteFrequencyBarHistogram",value:function(t){var e={top:30,right:20,bottom:50,left:30},n=(new fk.Document).createElement("svg");n=sk.select(n).attr("width","100%").attr("height","100%").attr("viewBox","0 0 500 500");var r=sk.extent(t,(function(t){return t})),i=sk.scaleLinear().domain(r).range([500-e.bottom,e.top]),o=sk.scaleLinear().domain([0,t.length-1]).range([e.left-1,500-e.right]);return n.selectAll("rect").data(t).enter().append("rect").attr("x",(function(t,e){return o(e)+1})).attr("y",(function(t){return i(t)})).attr("width",1).attr("height",(function(t){return i(r[0])-i(t)})).attr("fill","blue"),this.createAxes(n,o,i,500,500,e,"","Byte","Byte Frequency"),n._groups[0][0].outerHTML}},{key:"createEntropyCurve",value:function(t){var e={top:30,right:20,bottom:50,left:30},n=(new fk.Document).createElement("svg");n=sk.select(n).attr("width","100%").attr("height","100%").attr("viewBox","0 0 500 500");var r=sk.scaleLinear().domain([0,sk.max(t,(function(t){return t}))]).range([500-e.bottom,e.top]),i=sk.scaleLinear().domain([0,t.length]).range([e.left,500-e.right]),o=sk.line().x((function(t,e){return i(e)})).y((function(t){return r(t)})).curve(sk.curveMonotoneX);return t.length>0&&(n.append("path").datum(t).attr("d",o),n.selectAll("path").attr("fill","none").attr("stroke","steelblue")),this.createAxes(n,i,r,500,500,e,"Scanning Entropy","Block","Entropy"),n._groups[0][0].outerHTML}},{key:"createEntropyImage",value:function(t){for(var e=[],n=0;n<t.length;n++)e.push({x:n%100,y:Math.floor(n/100),entropy:t[n]});var r=(new fk.Document).createElement("svg");r=sk.select(r).attr("width","100%").attr("height","100%").attr("viewBox","0 0 100 100");var i=sk.scaleLinear().domain([0,sk.max(t,(function(t){return t}))]).range(["#000000","#FFFFFF"]).interpolate(sk.interpolateRgb);return r.selectAll("rect").data(e).enter().append("rect").attr("x",(function(t){return 1*t.x})).attr("y",(function(t){return 1*t.y})).attr("width",1).attr("height",1).style("fill",(function(t){return i(t.entropy)})),r._groups[0][0].outerHTML}},{key:"createShannonEntropyVisualization",value:function(t){return`Shannon entropy: ${t}\n <br><canvas id='chart-area'></canvas><br>\n - 0 represents no randomness (i.e. all the bytes in the data have the same value) whereas 8, the maximum, represents a completely random string.\n - Standard English text usually falls somewhere between 3.5 and 5.\n - Properly encrypted or compressed data of a reasonable length should have an entropy of over 7.5.\n\n The following results show the entropy of chunks of the input data. Chunks with particularly high entropy could suggest encrypted or compressed sections.\n\n <br><script>\n var canvas = document.getElementById("chart-area"),\n parentRect = canvas.closest(".cm-scroller").getBoundingClientRect(),\n entropy = ${t},\n height = parentRect.height * 0.25;\n\n canvas.width = parentRect.width * 0.95;\n canvas.height = height > 150 ? 150 : height;\n\n CanvasComponents.drawScaleBar(canvas, entropy, 8, [\n {\n label: "English text",\n min: 3.5,\n max: 5\n },{\n label: "Encrypted/compressed",\n min: 7.5,\n max: 8\n }\n ]);\n <\/script>`}},{key:"run",value:function(t,e){var n=e[0];switch(t=new Uint8Array(t),n){case"Histogram (Bar)":case"Histogram (Line)":return this.calculateByteFrequency(t);case"Curve":case"Image":return this.calculateScanningEntropy(t).entropyData;default:return this.calculateShannonEntropy(t)}}},{key:"present",value:function(t,e){switch(e[0]){case"Histogram (Bar)":return this.createByteFrequencyBarHistogram(t);case"Histogram (Line)":return 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m-b*(t.y+1)})).attr("width",v).attr("height",b).attr("fill",(function(t){return T(t.length)})).attr("stroke",u?"rgba(0, 0, 0, 0.5)":"none").attr("stroke-width",u?"0.5":"none").append("title").text((function(t){return`Count: ${t.length}\n\n Percentage: ${(100*t.length/p.length).toFixed(2)}%\n\n `.replace(/\s{2,}/g,"\n")})),x.append("g").attr("class","axis axis--y").call(Ak.axisLeft(B).tickSizeOuter(-470)),g.append("text").attr("transform","rotate(-90)").attr("y",-30).attr("x",-225).attr("dy","1em").style("text-anchor","middle").text(l),x.append("g").attr("class","axis axis--x").attr("transform","translate(0,450)").call(Ak.axisBottom(M).tickSizeOuter(-450)),g.append("text").attr("x",235).attr("y",500).style("text-anchor","middle").text(f),g._groups[0][0].outerHTML}},{key:"getHeatmapPacking",value:function(t,e,n){var r=Ak.extent(t,(function(t){return t[0]})),i=Ak.extent(t,(function(t){return t[1]})),o=[];if(r[0]===r[1])throw"Cannot pack points. There is no difference between the minimum and maximum X coordinate.";if(i[0]===i[1])throw"Cannot pack points. 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e=i,n=o,[a,u]}))}return s.hexagon=function(e){return"m"+f(null==e?t:+e).join("l")+"z"},s.centers=function(){for(var u=[],c=Math.round(i/n),s=Math.round(r/e),f=c*n;f<a+t;f+=n,++c)for(var l=s*e+(1&c)*e/2;l<o+e/2;l+=e)u.push([l,f]);return u},s.mesh=function(){var e=f(t).slice(0,4).join("l");return s.centers().map((function(t){return"M"+t+"m"+e})).join("")},s.x=function(t){return arguments.length?(u=t,s):u},s.y=function(t){return arguments.length?(c=t,s):c},s.radius=function(r){return arguments.length?(e=2*(t=+r)*Math.sin(Tk),n=1.5*t,s):t},s.size=function(t){return arguments.length?(r=i=0,o=+t[0],a=+t[1],s):[o-r,a-i]},s.extent=function(t){return arguments.length?(r=+t[0][0],i=+t[0][1],o=+t[1][0],a=+t[1][1],s):[[r,i],[o,a]]},s.radius(1)}function Ck(t,e,n){return e=s(e),c(t,Ik()?Reflect.construct(e,n||[],s(t).constructor):e.apply(t,n))}function Ik(){try{var t=!Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],(function(){})))}catch(t){}return(Ik=function(){return!!t})()}var Rk=t.default?t.default:t,Ok=e.default?e.default:e,Pk=pB()?pB():dB,Dk=function(t){function e(){var t;return r(this,e),(t=Ck(this,e)).name="Hex Density chart",t.module="Charts",t.description="Hex density charts are used in a similar way to scatter charts, however rather than rendering tens of thousands of points, it groups the points into a few hundred hexagons to show the distribution.",t.inputType="string",t.outputType="html",t.args=[{name:"Record delimiter",type:"option",value:pk},{name:"Field delimiter",type:"option",value:gk},{name:"Pack radius",type:"number",value:25},{name:"Draw radius",type:"number",value:15},{name:"Use column headers as labels",type:"boolean",value:!0},{name:"X label",type:"string",value:""},{name:"Y label",type:"string",value:""},{name:"Draw hexagon edges",type:"boolean",value:!1},{name:"Min colour value",type:"string",value:yk},{name:"Max colour value",type:"string",value:mk},{name:"Draw empty hexagons within data boundaries",type:"boolean",value:!1}],t}return l(e,t),u(e,[{key:"run",value:function(t,e){var n=jB.charRep(e[0]),r=jB.charRep(e[1]),i=e[2],o=e[3],a=e[4],u=e[7],c=e[8],s=e[9],f=e[10],l=e[5],h=e[6],d=bk(t,n,r,a),p=d.headings,g=d.values;p&&(l=p.x,h=p.y);var y=(new Pk.Document).createElement("svg"),m=470,v=450,b=(y=Rk.select(y).attr("width","100%").attr("height","100%").attr("viewBox","0 0 500 500")).append("g").attr("transform","translate(30,10)"),x=Ok.hexbin().radius(i).extent([0,0],[m,v]),w=x(g),_=Math.max.apply(Math,wB(w.map((function(t){return t.length})))),A=Rk.extent(w,(function(t){return t.x})),E=Rk.extent(w,(function(t){return t.y}));A[0]-=2*i,A[1]+=3*i,E[0]-=2*i,E[1]+=2*i;var M=Rk.scaleLinear().domain(A).range([0,m]),B=Rk.scaleLinear().domain(E).range([v,0]),T=Rk.scaleSequential(Rk.interpolateLab(c,s)).domain([0,_]);return b.append("clipPath").attr("id","clip").append("rect").attr("width",m).attr("height",v),f&&b.append("g").attr("class","empty-hexagon").selectAll("path").data(this.getEmptyHexagons(w,i)).enter().append("path").attr("d",(function(t){return`M${M(t.x)},${B(t.y)} ${x.hexagon(o)}`})).attr("fill",(function(t){return T(0)})).attr("stroke",u?"black":"none").attr("stroke-width",u?"0.5":"none").append("title").text((function(t){return`Count: 0\n\n Percentage: ${(0).toFixed(2)}%\n\n Center: ${t.x.toFixed(2)}, ${t.y.toFixed(2)}\n\n `.replace(/\s{2,}/g,"\n")})),b.append("g").attr("class","hexagon").attr("clip-path","url(#clip)").selectAll("path").data(w).enter().append("path").attr("d",(function(t){return`M${M(t.x)},${B(t.y)} ${x.hexagon(o)}`})).attr("fill",(function(t){return T(t.length)})).attr("stroke",u?"black":"none").attr("stroke-width",u?"0.5":"none").append("title").text((function(t){var e=t.length,n=100*t.length/g.length,r=t.x,i=t.y,o=Math.min.apply(Math,wB(t.map((function(t){return t[0]})))),a=Math.max.apply(Math,wB(t.map((function(t){return t[0]})))),u=Math.min.apply(Math,wB(t.map((function(t){return t[1]})))),c=Math.max.apply(Math,wB(t.map((function(t){return t[1]}))));return`Count: ${e}\n\n Percentage: ${n.toFixed(2)}%\n\n Center: ${r.toFixed(2)}, ${i.toFixed(2)}\n\n Min X: ${o.toFixed(2)}\n\n Max X: ${a.toFixed(2)}\n\n Min Y: ${u.toFixed(2)}\n\n Max Y: ${c.toFixed(2)}\n `.replace(/\s{2,}/g,"\n")})),b.append("g").attr("class","axis axis--y").call(Rk.axisLeft(B).tickSizeOuter(-470)),y.append("text").attr("transform","rotate(-90)").attr("y",-30).attr("x",-225).attr("dy","1em").style("text-anchor","middle").text(h),b.append("g").attr("class","axis axis--x").attr("transform","translate(0,450)").call(Rk.axisBottom(M).tickSizeOuter(-450)),y.append("text").attr("x",235).attr("y",500).style("text-anchor","middle").text(l),y._groups[0][0].outerHTML}},{key:"getEmptyHexagons",value:function(t,e){for(var n=[],r=[Rk.extent(t,(function(t){return t.x})),Rk.extent(t,(function(t){return t.y}))],i=Math.cos(2*Math.PI/12)*e,o=Math.sin(2*Math.PI/12)*e,a=!1,u=r[1][0];u<=r[1][1]+e;u+=o+e){for(var c=r[0][0];c<=r[0][1]+e;c+=2*i){var s=c,f=u;if(a&&c>=r[0][1])break;a&&(s+=i),n.push({x:s,y:f})}a=!a}return n}}])}(ak);const Lk=Dk;function Uk(t,e,n){return e=s(e),c(t,jk()?Reflect.construct(e,n||[],s(t).constructor):e.apply(t,n))}function jk(){try{var t=!Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],(function(){})))}catch(t){}return(jk=function(){return!!t})()}var zk=t.default?t.default:t,$k=pB()?pB():dB,Hk=function(t){function e(){var t;return r(this,e),(t=Uk(this,e)).name="Scatter chart",t.module="Charts",t.description="Plots two-variable data as single points on a graph.",t.infoURL="https://wikipedia.org/wiki/Scatter_plot",t.inputType="string",t.outputType="html",t.args=[{name:"Record delimiter",type:"option",value:pk},{name:"Field delimiter",type:"option",value:gk},{name:"Use column headers as labels",type:"boolean",value:!0},{name:"X label",type:"string",value:""},{name:"Y label",type:"string",value:""},{name:"Colour",type:"string",value:mk},{name:"Point radius",type:"number",value:10},{name:"Use colour from third column",type:"boolean",value:!1}],t}return l(e,t),u(e,[{key:"run",value:function(t,e){var n=jB.charRep(e[0]),r=jB.charRep(e[1]),i=e[2],o=jB.escapeHtml(e[5]),a=e[6],u=e[7],c=e[3],s=e[4],f=(u?xk:bk)(t,n,r,i),l=f.headings,h=f.values;l&&(c=l.x,s=l.y);var d=(new $k.Document).createElement("svg"),p=470,g=450,y=(d=zk.select(d).attr("width","100%").attr("height","100%").attr("viewBox","0 0 500 500")).append("g").attr("transform","translate(30,10)"),m=zk.extent(h,(function(t){return t[0]})),v=m[1]-m[0],b=zk.extent(h,(function(t){return t[1]})),x=b[1]-b[0],w=zk.scaleLinear().domain([m[0]-.1*v,m[1]+.1*v]).range([0,p]),_=zk.scaleLinear().domain([b[0]-.1*x,b[1]+.1*x]).range([g,0]);return y.append("clipPath").attr("id","clip").append("rect").attr("width",p).attr("height",g),y.append("g").attr("class","points").attr("clip-path","url(#clip)").selectAll("circle").data(h).enter().append("circle").attr("cx",(function(t){return w(t[0])})).attr("cy",(function(t){return _(t[1])})).attr("r",(function(t){return a})).attr("fill",(function(t){return u?t[2]:o})).attr("stroke","rgba(0, 0, 0, 0.5)").attr("stroke-width","0.5").append("title").text((function(t){return`X: ${t[0]}\n\n Y: ${t[1]}\n\n `.replace(/\s{2,}/g,"\n")})),y.append("g").attr("class","axis axis--y").call(zk.axisLeft(_).tickSizeOuter(-470)),d.append("text").attr("transform","rotate(-90)").attr("y",-30).attr("x",-225).attr("dy","1em").style("text-anchor","middle").text(s),y.append("g").attr("class","axis axis--x").attr("transform","translate(0,450)").call(zk.axisBottom(w).tickSizeOuter(-450)),d.append("text").attr("x",235).attr("y",500).style("text-anchor","middle").text(c),d._groups[0][0].outerHTML}}])}(ak);const qk=Hk;function Yk(t,e,n){return e=s(e),c(t,Gk()?Reflect.construct(e,n||[],s(t).constructor):e.apply(t,n))}function Gk(){try{var t=!Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],(function(){})))}catch(t){}return(Gk=function(){return!!t})()}var Vk=t.default?t.default:t,Wk=pB()?pB():dB,Xk=function(t){function e(){var t;return r(this,e),(t=Yk(this,e)).name="Series chart",t.module="Charts",t.description="A time series graph is a line graph of repeated measurements taken over regular time intervals.",t.inputType="string",t.outputType="html",t.args=[{name:"Record delimiter",type:"option",value:pk},{name:"Field delimiter",type:"option",value:gk},{name:"X label",type:"string",value:""},{name:"Point radius",type:"number",value:1},{name:"Series colours",type:"string",value:"mediumseagreen, dodgerblue, tomato"}],t}return l(e,t),u(e,[{key:"run",value:function(t,e){var n=jB.charRep(e[0]),r=jB.charRep(e[1]),i=e[2],o=e[3],a=e[4].split(",").map((function(t){return jB.escapeHtml(t)})),u=100,c=function(t,e,n,r){var i=vk(t,e,n,!1,3).values,o=new Set,a={};i.forEach((function(t){var e=t[0],n=t[1],r=parseFloat(t[2]);if(Number.isNaN(r))throw new kB("Values must be numbers in base 10.");o.add(n),void 0===a[e]&&(a[e]={}),a[e][n]=r})),o=function(t,e,n){if(dk())return Reflect.construct.apply(null,arguments);var r=[null];r.push.apply(r,e);var i=new(t.bind.apply(t,r));return n&&f(i,n.prototype),i}(Array,wB(o));var u=[];for(var c in a){var s=a[c];u.push({name:c,data:s})}return{xValues:o,series:u}}(t,n,r),s=c.xValues,l=c.series,h=120*Object.keys(l).length,d=h+50+20,p=(new Wk.Document).createElement("svg");p=Vk.select(p).attr("width","100%").attr("height","100%").attr("viewBox",`0 0 500 ${d}`);var g=Vk.scalePoint().domain(s).range([0,430]);p.append("g").attr("class","axis axis--x").attr("transform","translate(50, 50)").call(Vk.axisTop(g).tickValues(s.filter((function(t,e){return[0,Math.round(s.length/2),s.length-1].indexOf(e)>=0})))),p.append("text").attr("x",250).attr("y",25).style("text-anchor","middle").text(i);var y={},m=430/s.length;s.forEach((function(t){var e=[];l.forEach((function(n){var r=n.data[t];void 0!==r&&e.push(`${n.name}: ${r}`)})),y[t]=e.join("\n")}));var v=p.append("g").attr("transform","translate(50, 50)");v.append("g").selectAll("rect").data(s).enter().append("rect").attr("x",(function(t){return g(t)-m/2})).attr("y",0).attr("width",m).attr("height",h).attr("stroke","none").attr("fill","transparent").append("title").text((function(t){return`${t}\n\n --\n\n ${y[t]}\n\n `.replace(/\s{2,}/g,"\n")}));var b=p.append("g").attr("transform","translate(0, 50)");return l.forEach((function(t,e){var n=Vk.extent(Object.values(t.data)),r=Vk.scaleLinear().domain(n).range([u,0]),i=v.append("g").attr("transform",`translate(0, ${u*e+20*(e+1)})`),c="";s.forEach((function(e,n){var i=s[n+1],o=t.data[e],a=t.data[i];void 0!==o&&void 0!==a&&(e=g(e),i=g(i),o=r(o),a=r(a),c+=`M ${e} ${o} L ${i} ${a} z `)})),i.append("path").attr("d",c).attr("fill","none").attr("stroke",a[e%a.length]).attr("stroke-width","1"),s.forEach((function(n){var u=t.data[n];void 0!==u&&i.append("circle").attr("cx",g(n)).attr("cy",r(u)).attr("r",o).attr("fill",a[e%a.length]).append("title").text((function(t){return`${n}\n\n --\n\n ${y[n]}\n\n `.replace(/\s{2,}/g,"\n")}))})),b.append("g").attr("transform",`translate(30, ${u*e+20*(e+1)})`).attr("class","axis axis--y").call(Vk.axisLeft(r).ticks(5)),b.append("g").attr("transform",`translate(0, ${50+u*e+20*(e+1)})`).append("text").style("text-anchor","middle").attr("transform","rotate(-90)").text(t.name)})),p._groups[0][0].outerHTML}}])}(ak);const Jk=Xk;("undefined"==typeof self?{}:self.OpModules||{}).Charts={Entropy:hk,"Heatmap chart":Bk,"Hex Density chart":Lk,"Scatter chart":qk,"Series chart":Jk}})()})();
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