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t=r.data,o=n;r.data=n,this.changes.push({type:"NodeDataUpdated",id:e,oldValue:t,newValue:o})}))}checkEdgeExistence(t){if(!this.hasEdge(t))throw new Error("Edge not found for id: "+t)}hasEdge(t){return this.edgeMap.has(t)}getEdge(t){return this.checkEdgeExistence(t),this.edgeMap.get(t)}getEdgeDetail(t){const e=this.getEdge(t);return{edge:e,source:this.getNode(e.source),target:this.getNode(e.target)}}doAddEdge(t){if(this.hasEdge(t.id))throw new Error("Edge already exists: "+t.id);this.checkNodeExistence(t.source),this.checkNodeExistence(t.target),this.edgeMap.set(t.id,t);const e=this.inEdgesMap.get(t.target),r=this.outEdgesMap.get(t.source),n=this.bothEdgesMap.get(t.source),o=this.bothEdgesMap.get(t.target);e.add(t),r.add(t),n.add(t),o.add(t),this.changes.push({type:"EdgeAdded",value:t})}addEdges(t){this.batch((()=>{for(const e of t)this.doAddEdge(e)}))}addEdge(t){this.addEdges([t])}doRemoveEdge(t){const 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n=r.target,o=e;this.inEdgesMap.get(n).delete(r),this.bothEdgesMap.get(n).delete(r),this.inEdgesMap.get(o).add(r),this.bothEdgesMap.get(o).add(r),r.target=e,this.batch((()=>{this.changes.push({type:"EdgeUpdated",id:t,propertyName:"target",oldValue:n,newValue:o})}))}updateEdgeDataProperty(t,e,r){const n=this.getEdge(t);this.batch((()=>{const o=n.data[e],i=r;n.data[e]=i,this.changes.push({type:"EdgeDataUpdated",id:t,propertyName:e,oldValue:o,newValue:i})}))}updateEdgeData(...t){const e=t[0],r=this.getEdge(e);if("string"==typeof t[1])return void this.updateEdgeDataProperty(e,t[1],t[2]);let n;if("function"==typeof t[1]){const e=t[1];n=e(r.data)}else"object"==typeof t[1]&&(n=t[1]);this.batch((()=>{const t=r.data,o=n;r.data=n,this.changes.push({type:"EdgeDataUpdated",id:e,oldValue:t,newValue:o})}))}mergeEdgeData(t,e){this.batch((()=>{Object.entries(e).forEach((([e,r])=>{this.updateEdgeDataProperty(t,e,r)}))}))}checkTreeExistence(t){if(!this.hasTreeStructure(t))throw new Error("Tree structure not found for treeKey: "+t)}hasTreeStructure(t){return this.treeIndices.has(t)}attachTreeStructure(t){this.treeIndices.has(t)||(this.treeIndices.set(t,{parentMap:new Map,childrenMap:new Map}),this.batch((()=>{this.changes.push({type:"TreeStructureAttached",treeKey:t})})))}detachTreeStructure(t){this.checkTreeExistence(t),this.treeIndices.delete(t),this.batch((()=>{this.changes.push({type:"TreeStructureDetached",treeKey:t})}))}addTree(t,e){this.batch((()=>{this.attachTreeStructure(e);const r=[],n=Array.isArray(t)?t:[t];for(;n.length;){const t=n.shift();r.push(t),t.children&&n.push(...t.children)}this.addNodes(r),r.forEach((t=>{t.children?.forEach((r=>{this.setParent(r.id,t.id,e)}))}))}))}getRoots(t){return this.checkTreeExistence(t),this.getAllNodes().filter((e=>!this.getParent(e.id,t)))}getChildren(t,e){this.checkNodeExistence(t),this.checkTreeExistence(e);const r=this.treeIndices.get(e).childrenMap.get(t);return 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A{constructor(t){this.id="d3-force",this.config={inputNodeAttrs:["x","y","vx","vy","fx","fy"],outputNodeAttrs:["x","y","vx","vy"],simulationAttrs:["alpha","alphaMin","alphaDecay","alphaTarget","velocityDecay","randomSource"]},this.forceMap={link:d,manyBody:w,center:x,collide:N,radial:M,x:k,y:_},this.options={link:{id:t=>t.id},manyBody:{},center:{x:0,y:0}},this.context={options:{},assign:!1,nodes:[],edges:[]},(0,o.Z)(this.options,t),this.options.forceSimulation&&(this.simulation=this.options.forceSimulation)}execute(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){return this.genericLayout(!1,t,e)}))}assign(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){yield this.genericLayout(!0,t,e)}))}stop(){this.simulation.stop()}tick(t){return this.simulation.tick(t),this.getResult()}restart(){this.simulation.restart()}setFixedPosition(t,e){const r=this.context.nodes.find((e=>e.id===t));r&&e.forEach(((t,e)=>{if("number"==typeof t||null===t){r[["fx","fy","fz"][e]]=t}}))}getOptions(t){var e,r;const n=(0,o.Z)({},this.options,t);return n.collide&&void 0===(null===(e=n.collide)||void 0===e?void 0:e.radius)&&(n.collide=n.collide||{},n.collide.radius=null!==(r=n.nodeSize)&&void 0!==r?r:10),void 0===n.iterations&&(n.link&&void 0===n.link.iterations&&(n.iterations=n.link.iterations),n.collide&&void 0===n.collide.iterations&&(n.iterations=n.collide.iterations)),this.context.options=n,n}genericLayout(t,e,r){var o;return(0,n.mG)(this,void 0,void 0,(function*(){const n=this.getOptions(r),s=e.getAllNodes().map((({id:t,data:e})=>Object.assign(Object.assign({id:t},e),(0,i.Z)(e.data,this.config.inputNodeAttrs)))),a=e.getAllEdges().map((t=>Object.assign({},t)));Object.assign(this.context,{assign:t,nodes:s,edges:a,graph:e});const u=new Promise((t=>{this.resolver=t})),c=this.setSimulation(n);return c.nodes(s),null===(o=c.force("link"))||void 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S=(t,e)=>e.reduce(((e,[r,n])=>e[r]&&void 0!==n?e[r].call(t,n):e),t)},14742:function(t,e,r){"use strict";r.d(e,{V:function(){return c}});var n=r(80813),o=r(25719),i=r(77817),s=r(92546),a=r.n(s),u=r(10259);class c{constructor(t){this.id="dagre",this.options={},Object.assign(this.options,c.defaultOptions,t)}execute(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){return this.genericDagreLayout(!1,t,Object.assign(Object.assign({},this.options),e))}))}assign(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){yield this.genericDagreLayout(!0,t,Object.assign(Object.assign({},this.options),e))}))}genericDagreLayout(t,e,r){return(0,n.mG)(this,void 0,void 0,(function*(){const{nodeSize:c}=r,d=new s.graphlib.Graph;d.setGraph(r),d.setDefaultEdgeLabel((()=>({})));[...e.getAllNodes(),...e.getAllEdges()].some((({id:t})=>(0,o.Z)(t)))&&console.error("Dagre layout only support string id, it will convert number to string."),e.getAllNodes().forEach((t=>{const{id:e}=t,r=Object.assign({},t.data);if(void 0!==c){const[e,n]=(0,u._)((0,i.Z)(c)?c(t):c);Object.assign(r,{width:e,height:n})}d.setNode(e.toString(),r)})),e.getAllEdges().forEach((({id:t,source:e,target:r})=>{d.setEdge(e.toString(),r.toString(),{id:t})})),a().layout(d);const h={nodes:[],edges:[]};return d.nodes().forEach((r=>{const n=d.node(r);h.nodes.push({id:r,data:n}),t&&e.mergeNodeData(r,n)})),d.edges().forEach((r=>{const o=d.edge(r),{id:i}=o,s=(0,n._T)(o,["id"]),{v:a,w:u}=r;h.edges.push({id:i,source:a,target:u,data:s}),t&&e.mergeEdgeData(i,s)})),h}))}}c.defaultOptions={}},71636:function(t,e,r){"use strict";r.d(e,{E:function(){return f}});var n=r(80813),o=r(56354),i=r(25719),s=r(21361),a=r(35714),u=r(18949);class c{constructor(t){this.id=t.id||0,this.rx=t.rx,this.ry=t.ry,this.fx=0,this.fy=0,this.mass=t.mass,this.degree=t.degree,this.g=t.g||0}distanceTo(t){const e=this.rx-t.rx,r=this.ry-t.ry;return Math.hypot(e,r)}setPos(t,e){this.rx=t,this.ry=e}resetForce(){this.fx=0,this.fy=0}addForce(t){const e=t.rx-this.rx,r=t.ry-this.ry;let n=Math.hypot(e,r);n=n<1e-4?1e-4:n;const o=this.g*(this.degree+1)*(t.degree+1)/n;this.fx+=o*e/n,this.fy+=o*r/n}in(t){return t.contains(this.rx,this.ry)}add(t){const e=this.mass+t.mass,r=(this.rx*this.mass+t.rx*t.mass)/e,n=(this.ry*this.mass+t.ry*t.mass)/e,o=this.degree+t.degree;return new c({rx:r,ry:n,mass:e,degree:o})}}class d{constructor(t){this.xmid=t.xmid,this.ymid=t.ymid,this.length=t.length,this.massCenter=t.massCenter||[0,0],this.mass=t.mass||1}getLength(){return this.length}contains(t,e){const r=this.length/2;return t<=this.xmid+r&&t>=this.xmid-r&&e<=this.ymid+r&&e>=this.ymid-r}NW(){const t=this.xmid-this.length/4,e=this.ymid+this.length/4,r=this.length/2;return new d({xmid:t,ymid:e,length:r})}NE(){const t=this.xmid+this.length/4,e=this.ymid+this.length/4,r=this.length/2;return new d({xmid:t,ymid:e,length:r})}SW(){const t=this.xmid-this.length/4,e=this.ymid-this.length/4,r=this.length/2;return new d({xmid:t,ymid:e,length:r})}SE(){const t=this.xmid+this.length/4,e=this.ymid-this.length/4,r=this.length/2;return new d({xmid:t,ymid:e,length:r})}}class h{constructor(t){this.body=null,this.quad=null,this.NW=null,this.NE=null,this.SW=null,this.SE=null,this.theta=.5,null!=t&&(this.quad=t)}insert(t){null!=this.body?this._isExternal()?(this.quad&&(this.NW=new h(this.quad.NW()),this.NE=new h(this.quad.NE()),this.SW=new h(this.quad.SW()),this.SE=new h(this.quad.SE())),this._putBody(this.body),this._putBody(t),this.body=this.body.add(t)):(this.body=this.body.add(t),this._putBody(t)):this.body=t}_putBody(t){this.quad&&(t.in(this.quad.NW())&&this.NW?this.NW.insert(t):t.in(this.quad.NE())&&this.NE?this.NE.insert(t):t.in(this.quad.SW())&&this.SW?this.SW.insert(t):t.in(this.quad.SE())&&this.SE&&this.SE.insert(t))}_isExternal(){return null==this.NW&&null==this.NE&&null==this.SW&&null==this.SE}updateForce(t){if(null!=this.body&&t!==this.body)if(this._isExternal())t.addForce(this.body);else{(this.quad?this.quad.getLength():0)/this.body.distanceTo(t)<this.theta?t.addForce(this.body):(this.NW&&this.NW.updateForce(t),this.NE&&this.NE.updateForce(t),this.SW&&this.SW.updateForce(t),this.SE&&this.SE.updateForce(t))}}}const l={center:[0,0],width:300,height:300,kr:5,kg:1,mode:"normal",preventOverlap:!1,dissuadeHubs:!1,maxIteration:0,ks:.1,ksmax:10,tao:.1};class f{constructor(t={}){this.options=t,this.id="forceAtlas2",this.options=Object.assign(Object.assign({},l),t)}execute(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){return this.genericForceAtlas2Layout(!1,t,e)}))}assign(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){yield this.genericForceAtlas2Layout(!0,t,e)}))}genericForceAtlas2Layout(t,e,r){return(0,n.mG)(this,void 0,void 0,(function*(){const n=e.getAllEdges(),i=e.getAllNodes(),a=this.formatOptions(r,i.length),{width:c,height:d,prune:h,maxIteration:l,nodeSize:f,center:g}=a;if(!(null==i?void 0:i.length)||1===i.length)return(0,u.P)(e,t,g);const v=i.map((t=>(0,s.u)(t,[c,d]))),p=n.filter((t=>{const{source:e,target:r}=t;return e!==r})),m=new o.k({nodes:v,edges:p}),y=this.getSizes(m,f);if(this.run(m,e,l,y,t,a),h){for(let t=0;t<p.length;t+=1){const{source:e,target:r}=p[t],n=m.getDegree(e),o=m.getDegree(e);if(n<=1){const t=m.getNode(r);m.mergeNodeData(e,{x:t.data.x,y:t.data.y})}else if(o<=1){const t=m.getNode(e);m.mergeNodeData(r,{x:t.data.x,y:t.data.y})}}const r=Object.assign(Object.assign({},a),{prune:!1,barnesHut:!1});this.run(m,e,100,y,t,r)}return{nodes:v,edges:n}}))}getSizes(t,e){const r=t.getAllNodes(),n={};for(let t=0;t<r.length;t+=1){const o=r[t];n[o.id]=(0,a.uE)(e,void 0)(o)}return n}formatOptions(t={},e){const r=Object.assign(Object.assign({},this.options),t),{center:n,width:o,height:i,barnesHut:s,prune:a,maxIteration:u,kr:c,kg:d}=r;return r.width=o||"undefined"==typeof window?o:window.innerWidth,r.height=i||"undefined"==typeof window?i:window.innerHeight,r.center=n||[r.width/2,r.height/2],void 0===s&&e>250&&(r.barnesHut=!0),void 0===a&&e>100&&(r.prune=!0),0!==u||a?0===u&&a&&(r.maxIteration=100,e<=200&&e>100?r.maxIteration=500:e>200&&(r.maxIteration=950)):(r.maxIteration=250,e<=200&&e>100?r.maxIteration=1e3:e>200&&(r.maxIteration=1200)),c||(r.kr=50,e>100&&e<=500?r.kr=20:e>500&&(r.kr=1)),d||(r.kg=20,e>100&&e<=500?r.kg=10:e>500&&(r.kg=1)),r}run(t,e,r,n,o,i){const{kr:s,barnesHut:a,onTick:u}=i,d=t.getAllNodes();let h=0,l=r;const f={},g={},v={};for(let e=0;e<d.length;e+=1){const{data:r,id:n}=d[e];if(f[n]=[0,0],a){const o={id:e,rx:r.x,ry:r.y,mass:1,g:s,degree:t.getDegree(n)};v[n]=new c(o)}}for(;l>0;)h=this.oneStep(t,{iter:l,preventOverlapIters:50,krPrime:100,sg:h,forces:f,preForces:g,bodies:v,sizes:n},i),l--,null==u||u({nodes:d,edges:e.getAllEdges()});return t}oneStep(t,e,r){const{iter:n,preventOverlapIters:o,krPrime:i,sg:s,preForces:a,bodies:u,sizes:c}=e;let{forces:d}=e;const{preventOverlap:h,barnesHut:l}=r,f=t.getAllNodes();for(let t=0;t<f.length;t+=1){const{id:e}=f[t];a[e]=[...d[e]],d[e]=[0,0]}return d=this.getAttrForces(t,n,o,c,d,r),d=l&&(h&&n>o||!h)?this.getOptRepGraForces(t,d,u,r):this.getRepGraForces(t,n,o,d,i,c,r),this.updatePos(t,d,a,s,r)}getAttrForces(t,e,r,n,o,i){const{preventOverlap:s,dissuadeHubs:a,mode:u,prune:c}=i,d=t.getAllEdges();for(let i=0;i<d.length;i+=1){const{source:h,target:l}=d[i],f=t.getNode(h),g=t.getNode(l),v=t.getDegree(h),p=t.getDegree(l);if(c&&(v<=1||p<=1))continue;const m=[g.data.x-f.data.x,g.data.y-f.data.y];let y=Math.hypot(m[0],m[1]);y=y<1e-4?1e-4:y,m[0]=m[0]/y,m[1]=m[1]/y,s&&e<r&&(y=y-n[h]-n[l]);let w=y,x=w;"linlog"===u&&(w=Math.log(1+y),x=w),a&&(w=y/v,x=y/p),s&&e<r&&y<=0?(w=0,x=0):s&&e<r&&y>0&&(w=y,x=y),o[h][0]+=w*m[0],o[l][0]-=x*m[0],o[h][1]+=w*m[1],o[l][1]-=x*m[1]}return o}getOptRepGraForces(t,e,r,n){const{kg:o,center:i,prune:s}=n,a=t.getAllNodes(),u=a.length;let c=9e10,l=-9e10,f=9e10,g=-9e10;for(let e=0;e<u;e+=1){const{id:n,data:o}=a[e];s&&t.getDegree(n)<=1||(r[n].setPos(o.x,o.y),o.x>=l&&(l=o.x),o.x<=c&&(c=o.x),o.y>=g&&(g=o.y),o.y<=f&&(f=o.y))}const v=Math.max(l-c,g-f),p=new d({xmid:(l+c)/2,ymid:(g+f)/2,length:v,massCenter:i,mass:u}),m=new h(p);for(let e=0;e<u;e+=1){const{id:n}=a[e];s&&t.getDegree(n)<=1||r[n].in(p)&&m.insert(r[n])}for(let n=0;n<u;n+=1){const{id:u,data:c}=a[n],d=t.getDegree(u);if(s&&d<=1)continue;r[u].resetForce(),m.updateForce(r[u]),e[u][0]-=r[u].fx,e[u][1]-=r[u].fy;const h=[c.x-i[0],c.y-i[1]];let l=Math.hypot(h[0],h[1]);l=l<1e-4?1e-4:l,h[0]=h[0]/l,h[1]=h[1]/l;const f=o*(d+1);e[u][0]-=f*h[0],e[u][1]-=f*h[1]}return e}getRepGraForces(t,e,r,n,o,i,s){const{preventOverlap:a,kr:u,kg:c,center:d,prune:h}=s,l=t.getAllNodes(),f=l.length;for(let s=0;s<f;s+=1){const g=l[s],v=t.getDegree(g.id);for(let c=s+1;c<f;c+=1){const s=l[c],d=t.getDegree(s.id);if(h&&(v<=1||d<=1))continue;const f=[s.data.x-g.data.x,s.data.y-g.data.y];let p=Math.hypot(f[0],f[1]);p=p<1e-4?1e-4:p,f[0]=f[0]/p,f[1]=f[1]/p,a&&e<r&&(p=p-i[g.id]-i[s.id]);let m=u*(v+1)*(d+1)/p;a&&e<r&&p<0?m=o*(v+1)*(d+1):a&&e<r&&0===p?m=0:a&&e<r&&p>0&&(m=u*(v+1)*(d+1)/p),n[g.id][0]-=m*f[0],n[s.id][0]+=m*f[0],n[g.id][1]-=m*f[1],n[s.id][1]+=m*f[1]}const p=[g.data.x-d[0],g.data.y-d[1]],m=Math.hypot(p[0],p[1]);p[0]=p[0]/m,p[1]=p[1]/m;const y=c*(v+1);n[g.id][0]-=y*p[0],n[g.id][1]-=y*p[1]}return n}updatePos(t,e,r,n,o){const{ks:s,tao:a,prune:u,ksmax:c}=o,d=t.getAllNodes(),h=d.length,l=[],f=[];let g=0,v=0,p=n;for(let n=0;n<h;n+=1){const{id:o}=d[n],i=t.getDegree(o);if(u&&i<=1)continue;const s=[e[o][0]-r[o][0],e[o][1]-r[o][1]],a=Math.hypot(s[0],s[1]),c=[e[o][0]+r[o][0],e[o][1]+r[o][1]],h=Math.hypot(c[0],c[1]);l[n]=a,f[n]=h/2,g+=(i+1)*l[n],v+=(i+1)*f[n]}const m=p;p=a*v/g,0!==m&&(p=p>1.5*m?1.5*m:p);for(let r=0;r<h;r+=1){const{id:n,data:o}=d[r],a=t.getDegree(n);if(u&&a<=1)continue;if((0,i.Z)(o.fx)&&(0,i.Z)(o.fy))continue;let h=s*p/(1+p*Math.sqrt(l[r])),f=Math.hypot(e[n][0],e[n][1]);f=f<1e-4?1e-4:f;const g=c/f;h=h>g?g:h;const v=h*e[n][0],m=h*e[n][1];t.mergeNodeData(n,{x:o.x+v,y:o.y+m})}return p}}},93712:function(t,e,r){"use strict";r.d(e,{y:function(){return f}});var n=r(80813),o=r(56354),i=r(25719),s=r(35714),a=r(92730),u=r(81815);const c=.1;function d(t,e,r,n,o=2){const i=e/r,s=t.getAllNodes(),d=s.map(((t,e)=>{const{nodeStrength:r,x:n,y:o,z:s,size:a}=t.data;return{x:n,y:o,z:s,size:a,index:e,id:t.id,vx:0,vy:0,vz:0,weight:i*r}})),l=(2===o?(0,a.Z)(d,(t=>t.x),(t=>t.y)):(0,u.Z)(d,(t=>t.x),(t=>t.y),(t=>t.z))).visitAfter(h),f=new Map;return d.forEach((t=>{f.set(t.id,t),function(t,e,r){e.visit(((e,n,o,i,s)=>((t,e,r,n,o,i,s)=>{var a;if((null===(a=t.data)||void 0===a?void 0:a.id)===i.id)return;const u=[r,n,o][s-1],d=i.x-t.x||c,h=i.y-t.y||c,l=i.z-t.z||c,f=[d,h,l],g=u-e;let v=0;for(let t=0;t<s;t++)v+=f[t]*f[t];const p=Math.sqrt(v)*v;if(g*g*.81<v){const e=t.weight/p;return i.vx+=d*e,i.vy+=h*e,i.vz+=l*e,!0}if(t.length)return!1;if(t.data!==i){const e=t.data.weight/p;i.vx+=d*e,i.vy+=h*e,i.vz+=l*e}})(e,n,o,i,s,t,r)))}(t,l,o)})),d.map(((t,e)=>{const{id:r,data:o}=s[e],{mass:i=1}=o;n[r]={x:t.vx/i,y:t.vy/i,z:t.vz/i}})),n}function h(t){let e=0,r=0,n=0,o=0,i=0;const s=t.length;if(s){for(let a=0;a<s;a++){const s=t[a];s&&s.weight&&(e+=s.weight,r+=s.x*s.weight,n+=s.y*s.weight,o+=s.z*s.weight,i+=s.size*s.weight)}t.x=r/e,t.y=n/e,t.z=o/e,t.size=i/e,t.weight=e}else{const e=t;t.x=e.data.x,t.y=e.data.y,t.z=e.data.z,t.size=e.data.size,t.weight=e.data.weight}}const l={dimensions:2,maxIteration:500,gravity:10,factor:1,edgeStrength:50,nodeStrength:1e3,coulombDisScale:.005,damping:.9,maxSpeed:200,minMovement:.4,interval:.02,linkDistance:200,clusterNodeStrength:20,preventOverlap:!0,distanceThresholdMode:"mean"};class f{constructor(t={}){this.options=t,this.id="force",this.timeInterval=0,this.judgingDistance=0,this.running=!1,this.options=Object.assign(Object.assign({},l),t)}execute(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){return this.genericForceLayout(!1,t,e)}))}assign(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){yield this.genericForceLayout(!0,t,e)}))}stop(){this.timeInterval&&"undefined"!=typeof window&&window.clearInterval(this.timeInterval),this.running=!1}tick(t=this.options.maxIteration||1){if(this.lastResult)return this.lastResult;for(let e=0;(this.judgingDistance>this.lastOptions.minMovement||e<1)&&e<t;e++)this.runOneStep(this.lastCalcGraph,this.lastGraph,e,this.lastVelMap,this.lastOptions),this.updatePosition(this.lastGraph,this.lastCalcGraph,this.lastVelMap,this.lastOptions);const e={nodes:this.lastLayoutNodes,edges:this.lastLayoutEdges};return this.lastAssign&&e.nodes.forEach((t=>this.lastGraph.mergeNodeData(t.id,{x:t.data.x,y:t.data.y,z:3===this.options.dimensions?t.data.z:void 0}))),e}genericForceLayout(t,e,r){return(0,n.mG)(this,void 0,void 0,(function*(){const n=Object.assign(Object.assign({},this.options),r),s=e.getAllNodes(),a=e.getAllEdges(),u=this.formatOptions(n,e),{dimensions:c,width:d,height:h,nodeSize:l,getMass:f,nodeStrength:g,edgeStrength:v,linkDistance:p}=u,m=s.map(((t,e)=>Object.assign(Object.assign({},t),{data:Object.assign(Object.assign({},t.data),{x:(0,i.Z)(t.data.x)?t.data.x:Math.random()*d,y:(0,i.Z)(t.data.y)?t.data.y:Math.random()*h,z:(0,i.Z)(t.data.z)?t.data.z:Math.random()*Math.sqrt(d*h),size:l(t)||30,mass:f(t),nodeStrength:g(t)})}))),w=a.map((t=>Object.assign(Object.assign({},t),{data:Object.assign(Object.assign({},t.data),{edgeStrength:v(t),linkDistance:p(t,e.getNode(t.source),e.getNode(t.target))})})));if(!(null==s?void 0:s.length))return this.lastResult={nodes:[],edges:a},{nodes:[],edges:a};const x={};s.forEach(((t,e)=>{x[t.id]={x:0,y:0,z:0}}));const b=new o.k({nodes:m,edges:w});this.formatCentripetal(u,b);const{maxIteration:E,minMovement:N,onTick:M}=u;if(this.lastLayoutNodes=m,this.lastLayoutEdges=w,this.lastAssign=t,this.lastGraph=e,this.lastCalcGraph=b,this.lastOptions=u,this.lastVelMap=x,"undefined"==typeof window)return;let k=0;return new Promise((r=>{this.timeInterval=window.setInterval((()=>{s&&this.running||r({nodes:y(e,m),edges:a}),this.runOneStep(b,e,k,x,u),this.updatePosition(e,b,x,u),t&&m.forEach((t=>e.mergeNodeData(t.id,{x:t.data.x,y:t.data.y,z:3===c?t.data.z:void 0}))),null==M||M({nodes:y(e,m),edges:a}),k++,(k>=E||this.judgingDistance<N)&&(window.clearInterval(this.timeInterval),r({nodes:y(e,m),edges:a}))}),0),this.running=!0}))}))}formatOptions(t,e){const r=Object.assign({},t),{width:n,height:o,getMass:a}=t;r.width=n||"undefined"==typeof window?n:window.innerWidth,r.height=o||"undefined"==typeof window?o:window.innerHeight,t.center||(r.center=[r.width/2,r.height/2]),a||(r.getMass=t=>{let r=1;(0,i.Z)(null==t?void 0:t.data.mass)&&(r=null==t?void 0:t.data.mass);const n=e.getDegree(t.id,"both");return!n||n<5?r:5*n*r}),r.nodeSize=(0,s.uE)(t.nodeSize,t.nodeSpacing);const u=t.linkDistance?(0,s.jE)(1,t.linkDistance):t=>1+r.nodeSize(e.getNode(t.source))+r.nodeSize(e.getNode(t.target));return r.linkDistance=u,r.nodeStrength=(0,s.jE)(1,t.nodeStrength),r.edgeStrength=(0,s.jE)(1,t.edgeStrength),r}formatCentripetal(t,e){const{dimensions:r,centripetalOptions:n,center:o,clusterNodeStrength:i,leafCluster:s,clustering:a,nodeClusterBy:u}=t,c=e.getAllNodes(),d=n||{leaf:2,single:2,others:1,center:t=>({x:o[0],y:o[1],z:3===r?o[2]:void 0})};let h,l;if("function"!=typeof i&&(t.clusterNodeStrength=t=>i),s&&u&&(h=g(e,u),l=Array.from(new Set(null==c?void 0:c.map((t=>t.data[u]))))||[],t.centripetalOptions=Object.assign(d,{single:100,leaf:e=>{const{siblingLeaves:r,sameTypeLeaves:n}=h[e.id]||{};return(null==n?void 0:n.length)===(null==r?void 0:r.length)||1===(null==l?void 0:l.length)?1:t.clusterNodeStrength(e)},others:1,center:t=>{const r=e.getDegree(t.id,"both");if(!r)return{x:100,y:100,z:0};let n;if(1===r){const{sameTypeLeaves:e=[]}=h[t.id]||{};1===e.length?n=void 0:e.length>1&&(n=m(e))}else n=void 0;return{x:null==n?void 0:n.x,y:null==n?void 0:n.y,z:null==n?void 0:n.z}}})),a&&u){h||(h=g(e,u)),l||(l=Array.from(new Set(c.map((t=>t.data[u]))))),l=l.filter((t=>void 0!==t));const r={};l.forEach((t=>{const n=c.filter((e=>e.data[u]===t)).map((t=>e.getNode(t.id)));r[t]=m(n)})),t.centripetalOptions=Object.assign(d,{single:e=>t.clusterNodeStrength(e),leaf:e=>t.clusterNodeStrength(e),others:e=>t.clusterNodeStrength(e),center:t=>{const e=r[t.data[u]];return{x:null==e?void 0:e.x,y:null==e?void 0:e.y,z:null==e?void 0:e.z}}})}const{leaf:f,single:v,others:p}=t.centripetalOptions||{};f&&"function"!=typeof f&&(t.centripetalOptions.leaf=()=>f),v&&"function"!=typeof v&&(t.centripetalOptions.single=()=>v),p&&"function"!=typeof p&&(t.centripetalOptions.others=()=>p)}runOneStep(t,e,r,n,o){const i={},s=t.getAllNodes(),a=t.getAllEdges();if(!(null==s?void 0:s.length))return;const{monitor:u}=o;if(this.calRepulsive(t,i,o),a&&this.calAttractive(t,i,o),this.calGravity(t,e,i,o),this.updateVelocity(t,i,n,o),u){u({energy:this.calTotalEnergy(i,s),nodes:e.getAllNodes(),edges:e.getAllEdges(),iterations:r})}}calTotalEnergy(t,e){if(!(null==e?void 0:e.length))return 0;let r=0;return e.forEach(((e,n)=>{const o=t[e.id].x,i=t[e.id].y,s=3===this.options.dimensions?t[e.id].z:0,a=o*o+i*i+s*s,{mass:u=1}=e.data;r+=u*a*.5})),r}calRepulsive(t,e,r){const{dimensions:n,factor:o,coulombDisScale:i}=r;d(t,o,i*i,e,n)}calAttractive(t,e,r){const{dimensions:n,nodeSize:o}=r;t.getAllEdges().forEach(((r,i)=>{const{source:s,target:a}=r,u=t.getNode(s),c=t.getNode(a);if(!u||!c)return;let d=c.data.x-u.data.x,h=c.data.y-u.data.y,l=3===n?c.data.z-u.data.z:0;d||h||(d=.01*Math.random(),h=.01*Math.random(),3!==n||l||(l=.01*Math.random()));const f=Math.sqrt(d*d+h*h+l*l);if(f<o(u)+o(c))return;const g=d/f,v=h/f,p=l/f,{linkDistance:m=200,edgeStrength:y=200}=r.data||{},w=(m-f)*y,x=1/(u.data.mass||1),b=1/(c.data.mass||1),E=g*w,N=v*w,M=p*w;e[s].x-=E*x,e[s].y-=N*x,e[s].z-=M*x,e[a].x+=E*b,e[a].y+=N*b,e[a].z+=M*b}))}calGravity(t,e,r,n){const{getCenter:o}=n,s=t.getAllNodes(),a=e.getAllNodes(),u=e.getAllEdges(),{width:c,height:d,center:h,gravity:l,centripetalOptions:f}=n;s&&s.forEach((n=>{const{id:s,data:g}=n,{mass:v,x:p,y:m,z:y}=g,w=e.getNode(s);let x=0,b=0,E=0,N=l;const M=t.getDegree(s,"in"),k=t.getDegree(s,"out"),_=t.getDegree(s,"both"),A=null==o?void 0:o(w,_);if(A){const[t,e,r]=A;x=p-t,b=m-e,N=r}else x=p-h[0],b=m-h[1],E=y-h[2];if(N&&(r[s].x-=N*x/v,r[s].y-=N*b/v,r[s].z-=N*E/v),f){const{leaf:t,single:e,others:n,center:o}=f,{x:h,y:l,z:g,centerStrength:x}=(null==o?void 0:o(w,a,u,c,d))||{x:0,y:0,z:0,centerStrength:0};if(!(0,i.Z)(h)||!(0,i.Z)(l))return;const b=(p-h)/v,E=(m-l)/v,N=(y-g)/v;if(x&&(r[s].x-=x*b,r[s].y-=x*E,r[s].z-=x*N),0===_){const t=e(w);if(!t)return;return r[s].x-=t*b,r[s].y-=t*E,void(r[s].z-=t*N)}if(0===M||0===k){const e=t(w,a,u);if(!e)return;return r[s].x-=e*b,r[s].y-=e*E,void(r[s].z-=e*N)}const A=n(w);if(!A)return;r[s].x-=A*b,r[s].y-=A*E,r[s].z-=A*N}}))}updateVelocity(t,e,r,n){const{damping:o,maxSpeed:i,interval:s,dimensions:a}=n,u=t.getAllNodes();(null==u?void 0:u.length)&&u.forEach((t=>{const{id:n}=t;let u=(r[n].x+e[n].x*s)*o||.01,c=(r[n].y+e[n].y*s)*o||.01,d=3===a?(r[n].z+e[n].z*s)*o||.01:0;const h=Math.sqrt(u*u+c*c+d*d);if(h>i){const t=i/h;u*=t,c*=t,d*=t}r[n]={x:u,y:c,z:d}}))}updatePosition(t,e,r,n){const{distanceThresholdMode:o,interval:s,dimensions:a}=n,u=e.getAllNodes();if(!(null==u?void 0:u.length))return void(this.judgingDistance=0);let c=0;"max"===o?this.judgingDistance=-1/0:"min"===o&&(this.judgingDistance=1/0),u.forEach((n=>{const{id:u}=n,d=t.getNode(u);if((0,i.Z)(d.data.fx)&&(0,i.Z)(d.data.fy))return void e.mergeNodeData(u,{x:d.data.fx,y:d.data.fy,z:3===a?d.data.fz:void 0});const h=r[u].x*s,l=r[u].y*s,f=3===a?r[u].z*s:0;e.mergeNodeData(u,{x:n.data.x+h,y:n.data.y+l,z:n.data.z+f});const g=Math.sqrt(h*h+l*l+f*f);switch(o){case"max":this.judgingDistance<g&&(this.judgingDistance=g);break;case"min":this.judgingDistance>g&&(this.judgingDistance=g);break;default:c+=g}})),o&&"mean"!==o||(this.judgingDistance=c/u.length)}}const g=(t,e)=>{const r=t.getAllNodes();if(!(null==r?void 0:r.length))return{};const n={};return r.forEach(((r,o)=>{1===t.getDegree(r.id,"both")&&(n[r.id]=v(t,"leaf",r,e))})),n},v=(t,e,r,n)=>{const o=t.getDegree(r.id,"in"),i=t.getDegree(r.id,"out");let s=r,a=[];0===o?(s=t.getSuccessors(r.id)[0],a=t.getNeighbors(s.id)):0===i&&(s=t.getPredecessors(r.id)[0],a=t.getNeighbors(s.id)),a=a.filter((e=>0===t.getDegree(e.id,"in")||0===t.getDegree(e.id,"out")));return{coreNode:s,siblingLeaves:a,sameTypeLeaves:p(t,e,n,r,a)}},p=(t,e,r,n,o)=>{const i=n.data[r]||"";let s=(null==o?void 0:o.filter((t=>t.data[r]===i)))||[];return"leaf"===e&&(s=s.filter((e=>0===t.getDegree(e.id,"in")||0===t.getDegree(e.id,"out")))),s},m=t=>{const e={x:0,y:0};t.forEach((t=>{const{x:r,y:n}=t.data;e.x+=r||0,e.y+=n||0}));const r=t.length||1;return{x:e.x/r,y:e.y/r}},y=(t,e)=>e.map((e=>{const{id:r,data:n}=e,o=t.getNode(r);return Object.assign(Object.assign({},o),{data:Object.assign(Object.assign({},o.data),{x:n.x,y:n.y,z:n.z})})}))},79189:function(t,e,r){"use strict";r.d(e,{O:function(){return u}});var n=r(80813),o=r(56354),i=r(25719),s=r(21361);const a={maxIteration:1e3,gravity:10,speed:5,clustering:!1,clusterGravity:10,width:300,height:300,nodeClusterBy:"cluster"};class u{constructor(t={}){this.options=t,this.id="fruchterman",this.timeInterval=0,this.running=!1,this.options=Object.assign(Object.assign({},a),t)}execute(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){return this.genericFruchtermanLayout(!1,t,e)}))}assign(t,e){return(0,n.mG)(this,void 0,void 0,(function*(){yield this.genericFruchtermanLayout(!0,t,e)}))}stop(){this.timeInterval&&"undefined"!=typeof window&&window.clearInterval(this.timeInterval),this.running=!1}tick(t=this.options.maxIteration||1){if(this.lastResult)return this.lastResult;for(let e=0;e<t;e++)this.runOneStep(this.lastGraph,this.lastClusterMap,this.lastOptions);const e={nodes:this.lastLayoutNodes,edges:this.lastLayoutEdges};return this.lastAssign&&e.nodes.forEach((t=>this.lastGraph.mergeNodeData(t.id,{x:t.data.x,y:t.data.y,z:3===this.options.dimensions?t.data.z:void 0}))),e}genericFruchtermanLayout(t,e,r){return(0,n.mG)(this,void 0,void 0,(function*(){if(this.running)return;const n=this.formatOptions(r),{dimensions:i,width:a,height:u,center:c,clustering:d,nodeClusterBy:h,maxIteration:l,onTick:f}=n,g=e.getAllNodes(),v=e.getAllEdges();if(!(null==g?void 0:g.length)){const t={nodes:[],edges:v};return this.lastResult=t,t}if(1===g.length){t&&e.mergeNodeData(g[0].id,{x:c[0],y:c[1],z:3===i?c[2]:void 0});const r={nodes:[Object.assign(Object.assign({},g[0]),{data:Object.assign(Object.assign({},g[0].data),{x:c[0],y:c[1],z:3===i?c[2]:void 0})})],edges:v};return this.lastResult=r,r}const p=g.map((t=>(0,s.u)(t,[a,u]))),m=new o.k({nodes:p,edges:v}),y={};if(d&&p.forEach((t=>{const e=t.data[h];y[e]||(y[e]={name:e,cx:0,cy:0,count:0})})),this.lastLayoutNodes=p,this.lastLayoutEdges=v,this.lastAssign=t,this.lastGraph=m,this.lastOptions=n,this.lastClusterMap=y,"undefined"==typeof window)return;let w=0;return new Promise((r=>{this.timeInterval=window.setInterval((()=>{this.running?(this.runOneStep(m,y,n),t&&p.forEach((({id:t,data:r})=>e.mergeNodeData(t,{x:r.x,y:r.y,z:3===i?r.z:void 0}))),null==f||f({nodes:p,edges:v}),w++,w>=l&&(window.clearInterval(this.timeInterval),r({nodes:p,edges:v}))):r({nodes:p,edges:v})}),0),this.running=!0}))}))}formatOptions(t={}){const e=Object.assign(Object.assign({},this.options),t),{clustering:r,nodeClusterBy:n}=e,{center:o,width:i,height:s}=e;return 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this}},{key:"subRowVector",value:function(t){t=O(this,t);for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,this.get(e,r)-t[r]);return this}},{key:"mulRowVector",value:function(t){t=O(this,t);for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,this.get(e,r)*t[r]);return this}},{key:"divRowVector",value:function(t){t=O(this,t);for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,this.get(e,r)/t[r]);return this}},{key:"addColumnVector",value:function(t){t=R(this,t);for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,this.get(e,r)+t[e]);return this}},{key:"subColumnVector",value:function(t){t=R(this,t);for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,this.get(e,r)-t[e]);return this}},{key:"mulColumnVector",value:function(t){t=R(this,t);for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,this.get(e,r)*t[e]);return this}},{key:"divColumnVector",value:function(t){t=R(this,t);for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,this.get(e,r)/t[e]);return this}},{key:"mulRow",value:function(t,e){S(this,t);for(var r=0;r<this.columns;r++)this.set(t,r,this.get(t,r)*e);return this}},{key:"mulColumn",value:function(t,e){j(this,t);for(var r=0;r<this.rows;r++)this.set(r,t,this.get(r,t)*e);return this}},{key:"max",value:function(t){if(this.isEmpty())return NaN;switch(t){case"row":for(var e=new Array(this.rows).fill(Number.NEGATIVE_INFINITY),r=0;r<this.rows;r++)for(var n=0;n<this.columns;n++)this.get(r,n)>e[r]&&(e[r]=this.get(r,n));return e;case"column":for(var o=new Array(this.columns).fill(Number.NEGATIVE_INFINITY),i=0;i<this.rows;i++)for(var s=0;s<this.columns;s++)this.get(i,s)>o[s]&&(o[s]=this.get(i,s));return o;case void 0:for(var a=this.get(0,0),u=0;u<this.rows;u++)for(var c=0;c<this.columns;c++)this.get(u,c)>a&&(a=this.get(u,c));return a;default:throw new Error("invalid option: 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r=this.clone(),n=r.rows,o=r.columns,i=t.rows,s=t.columns;function a(t,r,n){var o=t.rows,i=t.columns;if(o===r&&i===n)return t;var s=e.zeros(r,n);return s=s.setSubMatrix(t,0,0)}o!==i&&console.warn("Multiplying ".concat(n," x ").concat(o," and ").concat(i," x ").concat(s," matrix: dimensions do not match."));var u=Math.max(n,i),c=Math.max(o,s);return function t(r,n,o,i){if(o<=512||i<=512)return r.mmul(n);o%2==1&&i%2==1?(r=a(r,o+1,i+1),n=a(n,o+1,i+1)):o%2==1?(r=a(r,o+1,i),n=a(n,o+1,i)):i%2==1&&(r=a(r,o,i+1),n=a(n,o,i+1));var s=parseInt(r.rows/2,10),u=parseInt(r.columns/2,10),c=r.subMatrix(0,s-1,0,u-1),d=n.subMatrix(0,s-1,0,u-1),h=r.subMatrix(0,s-1,u,r.columns-1),l=n.subMatrix(0,s-1,u,n.columns-1),f=r.subMatrix(s,r.rows-1,0,u-1),g=n.subMatrix(s,n.rows-1,0,u-1),v=r.subMatrix(s,r.rows-1,u,r.columns-1),p=n.subMatrix(s,n.rows-1,u,n.columns-1),m=t(e.add(c,v),e.add(d,p),s,u),y=t(e.add(f,v),d,s,u),w=t(c,e.sub(l,p),s,u),x=t(v,e.sub(g,d),s,u),b=t(e.add(c,h),p,s,u),E=t(e.sub(f,c),e.add(d,l),s,u),N=t(e.sub(h,v),e.add(g,p),s,u),M=e.add(m,x);M.sub(b),M.add(N);var k=e.add(w,b),_=e.add(y,x),A=e.sub(m,y);A.add(w),A.add(E);var S=e.zeros(2*M.rows,2*M.columns);return(S=(S=(S=(S=S.setSubMatrix(M,0,0)).setSubMatrix(k,M.rows,0)).setSubMatrix(_,0,M.columns)).setSubMatrix(A,M.rows,M.columns)).subMatrix(0,o-1,0,i-1)}(r=a(r,u,c),t=a(t,u,c),u,c)}},{key:"scaleRows",value:function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{};if("object"!==m(t))throw new TypeError("options must be an object");var e=t.min,r=void 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t=Math.ceil(this.columns/2),e=0;e<this.rows;e++)for(var r=0;r<t;r++){var n=this.get(e,r),o=this.get(e,this.columns-1-r);this.set(e,r,o),this.set(e,this.columns-1-r,n)}return this}},{key:"flipColumns",value:function(){for(var t=Math.ceil(this.rows/2),e=0;e<this.columns;e++)for(var r=0;r<t;r++){var n=this.get(r,e),o=this.get(this.rows-1-r,e);this.set(r,e,o),this.set(this.rows-1-r,e,n)}return this}},{key:"kroneckerProduct",value:function(t){t=X.checkMatrix(t);for(var e=this.rows,r=this.columns,n=t.rows,o=t.columns,i=new X(e*n,r*o),s=0;s<e;s++)for(var a=0;a<r;a++)for(var u=0;u<n;u++)for(var c=0;c<o;c++)i.set(n*s+u,o*a+c,this.get(s,a)*t.get(u,c));return i}},{key:"kroneckerSum",value:function(t){if(t=X.checkMatrix(t),!this.isSquare()||!t.isSquare())throw new Error("Kronecker Sum needs two Square Matrices");var e=this.rows,r=t.rows,n=this.kroneckerProduct(X.eye(r,r)),o=X.eye(e,e).kroneckerProduct(t);return n.add(o)}},{key:"transpose",value:function(){for(var t=new X(this.columns,this.rows),e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)t.set(r,e,this.get(e,r));return t}},{key:"sortRows",value:function(){for(var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:J,e=0;e<this.rows;e++)this.setRow(e,this.getRow(e).sort(t));return this}},{key:"sortColumns",value:function(){for(var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:J,e=0;e<this.columns;e++)this.setColumn(e,this.getColumn(e).sort(t));return this}},{key:"subMatrix",value:function(t,e,r,n){C(this,t,e,r,n);for(var o=new X(e-t+1,n-r+1),i=t;i<=e;i++)for(var s=r;s<=n;s++)o.set(i-t,s-r,this.get(i,s));return o}},{key:"subMatrixRow",value:function(t,e,r){if(void 0===e&&(e=0),void 0===r&&(r=this.columns-1),e>r||e<0||e>=this.columns||r<0||r>=this.columns)throw new RangeError("Argument out of range");for(var n=new X(t.length,r-e+1),o=0;o<t.length;o++)for(var i=e;i<=r;i++){if(t[o]<0||t[o]>=this.rows)throw new RangeError("Row index out of range: 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e}},{key:"clone",value:function(){return this.constructor.copy(this,new X(this.rows,this.columns))}},{key:"sum",value:function(t){switch(t){case"row":return function(t){for(var e=D(t.rows),r=0;r<t.rows;++r)for(var n=0;n<t.columns;++n)e[r]+=t.get(r,n);return e}(this);case"column":return function(t){for(var e=D(t.columns),r=0;r<t.rows;++r)for(var n=0;n<t.columns;++n)e[n]+=t.get(r,n);return e}(this);case void 0:return function(t){for(var e=0,r=0;r<t.rows;r++)for(var n=0;n<t.columns;n++)e+=t.get(r,n);return e}(this);default:throw new Error("invalid option: ".concat(t))}}},{key:"product",value:function(t){switch(t){case"row":return function(t){for(var e=D(t.rows,1),r=0;r<t.rows;++r)for(var n=0;n<t.columns;++n)e[r]*=t.get(r,n);return e}(this);case"column":return function(t){for(var e=D(t.columns,1),r=0;r<t.rows;++r)for(var n=0;n<t.columns;++n)e[n]*=t.get(r,n);return e}(this);case void 0:return function(t){for(var e=1,r=0;r<t.rows;r++)for(var n=0;n<t.columns;n++)e*=t.get(r,n);return 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e=0;e<this.columns;e++)this.set(t,e,Math.log2(this.get(t,e)));return this},t.log2=function(t){return new e(t).log2()},t.prototype.round=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.round(this.get(t,e)));return this},t.round=function(t){return new e(t).round()},t.prototype.sign=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.sign(this.get(t,e)));return this},t.sign=function(t){return new e(t).sign()},t.prototype.sin=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.sin(this.get(t,e)));return this},t.sin=function(t){return new e(t).sin()},t.prototype.sinh=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.sinh(this.get(t,e)));return this},t.sinh=function(t){return new e(t).sinh()},t.prototype.sqrt=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.sqrt(this.get(t,e)));return this},t.sqrt=function(t){return new e(t).sqrt()},t.prototype.tan=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.tan(this.get(t,e)));return this},t.tan=function(t){return new e(t).tan()},t.prototype.tanh=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.tanh(this.get(t,e)));return this},t.tanh=function(t){return new e(t).tanh()},t.prototype.trunc=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.trunc(this.get(t,e)));return this},t.trunc=function(t){return new e(t).trunc()},t.pow=function(t,r){return new e(t).pow(r)},t.prototype.pow=function(t){return"number"==typeof t?this.powS(t):this.powM(t)},t.prototype.powS=function(t){for(var e=0;e<this.rows;e++)for(var r=0;r<this.columns;r++)this.set(e,r,Math.pow(this.get(e,r),t));return this},t.prototype.powM=function(t){if(t=e.checkMatrix(t),this.rows!==t.rows||this.columns!==t.columns)throw new RangeError("Matrices dimensions must be equal");for(var r=0;r<this.rows;r++)for(var n=0;n<this.columns;n++)this.set(r,n,Math.pow(this.get(r,n),t.get(r,n)));return this}}(K,X);var et=new WeakMap,rt=function(t){c(r,t);var e=d(r);function r(t){var n;if(y(this,r),n=e.call(this),i(u(n),et,{writable:!0,value:void 0}),X.isMatrix(t)){if(!t.isSymmetric())throw new TypeError("not symmetric data");s(u(n),et,X.copy(t,new X(t.rows,t.rows)))}else if(Number.isInteger(t)&&t>=0)s(u(n),et,new X(t,t));else if(s(u(n),et,new X(t)),!n.isSymmetric())throw new TypeError("not symmetric data");return n}return w(r,[{key:"size",get:function(){return a(this,et).size}},{key:"rows",get:function(){return a(this,et).rows}},{key:"columns",get:function(){return a(this,et).columns}},{key:"diagonalSize",get:function(){return this.rows}},{key:"clone",value:function(){var t,e=new r(this.diagonalSize),n=v(this.upperRightEntries());try{for(n.s();!(t=n.n()).done;){var o=g(t.value,3),i=o[0],s=o[1],a=o[2];e.set(i,s,a)}}catch(t){n.e(t)}finally{n.f()}return e}},{key:"toMatrix",value:function(){return new X(this)}},{key:"get",value:function(t,e){return a(this,et).get(t,e)}},{key:"set",value:function(t,e,r){return a(this,et).set(t,e,r),a(this,et).set(e,t,r),this}},{key:"removeCross",value:function(t){return a(this,et).removeRow(t),a(this,et).removeColumn(t),this}},{key:"addCross",value:function(t,e){void 0===e&&(e=t,t=this.diagonalSize);var r=e.slice();return r.splice(t,1),a(this,et).addRow(t,r),a(this,et).addColumn(t,e),this}},{key:"applyMask",value:function(t){if(t.length!==this.diagonalSize)throw new RangeError("Mask size do not match with matrix size");var e,r=[],n=v(t.entries());try{for(n.s();!(e=n.n()).done;){var o=g(e.value,2),i=o[0];o[1]||r.push(i)}}catch(t){n.e(t)}finally{n.f()}r.reverse();for(var s=0,a=r;s<a.length;s++){var u=a[s];this.removeCross(u)}return this}},{key:"toCompact",value:function(){for(var t=this.diagonalSize,e=new Array(t*(t+1)/2),r=0,n=0,o=0;o<e.length;o++)e[o]=this.get(n,r),++r>=t&&(r=++n);return e}},{key:"upperRightEntries",value:p().mark((function t(){var e,r,n;return p().wrap((function(t){for(;;)switch(t.prev=t.next){case 0:e=0,r=0;case 1:if(!(e<this.diagonalSize)){t.next=9;break}return n=this.get(e,r),t.next=5,[e,r,n];case 5:++r>=this.diagonalSize&&(r=++e);case 6:t.next=1;break;case 9:case"end":return t.stop()}}),t,this)}))},{key:"upperRightValues",value:p().mark((function t(){var e,r,n;return p().wrap((function(t){for(;;)switch(t.prev=t.next){case 0:e=0,r=0;case 1:if(!(e<this.diagonalSize)){t.next=9;break}return n=this.get(e,r),t.next=5,n;case 5:++r>=this.diagonalSize&&(r=++e);case 6:t.next=1;break;case 9:case"end":return t.stop()}}),t,this)}))}],[{key:"isSymmetricMatrix",value:function(t){return X.isMatrix(t)&&"SymmetricMatrix"===t.klassType}},{key:"zeros",value:function(t){return new this(t)}},{key:"ones",value:function(t){return new this(t).fill(1)}},{key:"fromCompact",value:function(t){var e=t.length,n=(Math.sqrt(8*e+1)-1)/2;if(!Number.isInteger(n))throw new TypeError("This array is not a compact representation of a Symmetric Matrix, ".concat(JSON.stringify(t)));for(var o=new r(n),i=0,s=0,a=0;a<e;a++)o.set(i,s,t[a]),++i>=n&&(i=++s);return o}}]),r}(K);rt.prototype.klassType="SymmetricMatrix";var nt=function(t){c(r,t);var e=d(r);function r(t){var n;if(y(this,r),!(n=e.call(this,t)).isDistance())throw new TypeError("Provided arguments do no produce a distance matrix");return n}return w(r,[{key:"set",value:function(t,e,i){return t===e&&(i=0),n(o(r.prototype),"set",this).call(this,t,e,i)}},{key:"addCross",value:function(t,e){return void 0===e&&(e=t,t=this.diagonalSize),(e=e.slice())[t]=0,n(o(r.prototype),"addCross",this).call(this,t,e)}},{key:"toSymmetricMatrix",value:function(){return new rt(this)}},{key:"clone",value:function(){var t,e=new r(this.diagonalSize),n=v(this.upperRightEntries());try{for(n.s();!(t=n.n()).done;){var o=g(t.value,3),i=o[0],s=o[1],a=o[2];i!==s&&e.set(i,s,a)}}catch(t){n.e(t)}finally{n.f()}return e}},{key:"toCompact",value:function(){for(var t=this.diagonalSize,e=new Array((t-1)*t/2),r=1,n=0,o=0;o<e.length;o++)e[o]=this.get(n,r),++r>=t&&(r=1+ ++n);return e}}],[{key:"isDistanceMatrix",value:function(t){return rt.isSymmetricMatrix(t)&&"DistanceMatrix"===t.klassSubType}},{key:"fromCompact",value:function(t){var e=t.length;if(0===e)return new this(0);var r=(Math.sqrt(8*e+1)+1)/2;if(!Number.isInteger(r))throw new TypeError("This array is not a compact representation of a DistanceMatrix, ".concat(JSON.stringify(t)));for(var n=new this(r),o=1,i=0,s=0;s<e;s++)n.set(o,i,t[s]),++o>=r&&(o=1+ ++i);return n}}]),r}(rt);nt.prototype.klassSubType="DistanceMatrix";var ot=function(t){c(r,t);var e=d(r);function r(t,n,o){var i;return y(this,r),(i=e.call(this)).matrix=t,i.rows=n,i.columns=o,i}return w(r)}(K),it=function(t){c(r,t);var e=d(r);function r(t,n){var o;return y(this,r),j(t,n),(o=e.call(this,t,t.rows,1)).column=n,o}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(t,this.column,r),this}},{key:"get",value:function(t){return this.matrix.get(t,this.column)}}]),r}(ot),st=function(t){c(r,t);var e=d(r);function r(t,n){var o;return y(this,r),z(t,n),(o=e.call(this,t,t.rows,n.length)).columnIndices=n,o}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(t,this.columnIndices[e],r),this}},{key:"get",value:function(t,e){return this.matrix.get(t,this.columnIndices[e])}}]),r}(ot),at=function(t){c(r,t);var e=d(r);function r(t){return y(this,r),e.call(this,t,t.rows,t.columns)}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(t,this.columns-e-1,r),this}},{key:"get",value:function(t,e){return this.matrix.get(t,this.columns-e-1)}}]),r}(ot),ut=function(t){c(r,t);var e=d(r);function r(t){return y(this,r),e.call(this,t,t.rows,t.columns)}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(this.rows-t-1,e,r),this}},{key:"get",value:function(t,e){return this.matrix.get(this.rows-t-1,e)}}]),r}(ot),ct=function(t){c(r,t);var e=d(r);function r(t,n){var o;return y(this,r),S(t,n),(o=e.call(this,t,1,t.columns)).row=n,o}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(this.row,e,r),this}},{key:"get",value:function(t,e){return this.matrix.get(this.row,e)}}]),r}(ot),dt=function(t){c(r,t);var e=d(r);function r(t,n){var o;return y(this,r),I(t,n),(o=e.call(this,t,n.length,t.columns)).rowIndices=n,o}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(this.rowIndices[t],e,r),this}},{key:"get",value:function(t,e){return this.matrix.get(this.rowIndices[t],e)}}]),r}(ot),ht=function(t){c(r,t);var e=d(r);function r(t,n,o){var i;return y(this,r),I(t,n),z(t,o),(i=e.call(this,t,n.length,o.length)).rowIndices=n,i.columnIndices=o,i}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(this.rowIndices[t],this.columnIndices[e],r),this}},{key:"get",value:function(t,e){return this.matrix.get(this.rowIndices[t],this.columnIndices[e])}}]),r}(ot),lt=function(t){c(r,t);var e=d(r);function r(t,n,o,i,s){var a;return y(this,r),C(t,n,o,i,s),(a=e.call(this,t,o-n+1,s-i+1)).startRow=n,a.startColumn=i,a}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(this.startRow+t,this.startColumn+e,r),this}},{key:"get",value:function(t,e){return this.matrix.get(this.startRow+t,this.startColumn+e)}}]),r}(ot),ft=function(t){c(r,t);var e=d(r);function r(t){return y(this,r),e.call(this,t,t.columns,t.rows)}return w(r,[{key:"set",value:function(t,e,r){return this.matrix.set(e,t,r),this}},{key:"get",value:function(t,e){return this.matrix.get(e,t)}}]),r}(ot),gt=function(t){c(r,t);var e=d(r);function r(t){var n,o=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};y(this,r);var i=o.rows,s=void 0===i?1:i;if(t.length%s!=0)throw new Error("the data length is not divisible by the number of rows");return(n=e.call(this)).rows=s,n.columns=t.length/s,n.data=t,n}return w(r,[{key:"set",value:function(t,e,r){var n=this._calculateIndex(t,e);return this.data[n]=r,this}},{key:"get",value:function(t,e){var r=this._calculateIndex(t,e);return this.data[r]}},{key:"_calculateIndex",value:function(t,e){return t*this.columns+e}}]),r}(K),vt=function(t){c(r,t);var e=d(r);function r(t){var n;return y(this,r),(n=e.call(this)).data=t,n.rows=t.length,n.columns=t[0].length,n}return w(r,[{key:"set",value:function(t,e,r){return this.data[t][e]=r,this}},{key:"get",value:function(t,e){return this.data[t][e]}}]),r}(K);var pt=function(){function t(e){y(this,t);var r,n,o,i,s,a,u,c,d,h=(e=vt.checkMatrix(e)).clone(),l=h.rows,f=h.columns,g=new Float64Array(l),v=1;for(r=0;r<l;r++)g[r]=r;for(c=new Float64Array(l),n=0;n<f;n++){for(r=0;r<l;r++)c[r]=h.get(r,n);for(r=0;r<l;r++){for(d=Math.min(r,n),s=0,o=0;o<d;o++)s+=h.get(r,o)*c[o];c[r]-=s,h.set(r,n,c[r])}for(i=n,r=n+1;r<l;r++)Math.abs(c[r])>Math.abs(c[i])&&(i=r);if(i!==n){for(o=0;o<f;o++)a=h.get(i,o),h.set(i,o,h.get(n,o)),h.set(n,o,a);u=g[i],g[i]=g[n],g[n]=u,v=-v}if(n<l&&0!==h.get(n,n))for(r=n+1;r<l;r++)h.set(r,n,h.get(r,n)/h.get(n,n))}this.LU=h,this.pivotVector=g,this.pivotSign=v}return w(t,[{key:"isSingular",value:function(){for(var t=this.LU,e=t.columns,r=0;r<e;r++)if(0===t.get(r,r))return!0;return!1}},{key:"solve",value:function(t){t=X.checkMatrix(t);var e=this.LU;if(e.rows!==t.rows)throw new Error("Invalid matrix dimensions");if(this.isSingular())throw new Error("LU matrix is singular");var r,n,o,i=t.columns,s=t.subMatrixRow(this.pivotVector,0,i-1),a=e.columns;for(o=0;o<a;o++)for(r=o+1;r<a;r++)for(n=0;n<i;n++)s.set(r,n,s.get(r,n)-s.get(o,n)*e.get(r,o));for(o=a-1;o>=0;o--){for(n=0;n<i;n++)s.set(o,n,s.get(o,n)/e.get(o,o));for(r=0;r<o;r++)for(n=0;n<i;n++)s.set(r,n,s.get(r,n)-s.get(o,n)*e.get(r,o))}return s}},{key:"determinant",get:function(){var t=this.LU;if(!t.isSquare())throw new Error("Matrix must be square");for(var e=this.pivotSign,r=t.columns,n=0;n<r;n++)e*=t.get(n,n);return e}},{key:"lowerTriangularMatrix",get:function(){for(var t=this.LU,e=t.rows,r=t.columns,n=new X(e,r),o=0;o<e;o++)for(var i=0;i<r;i++)o>i?n.set(o,i,t.get(o,i)):o===i?n.set(o,i,1):n.set(o,i,0);return n}},{key:"upperTriangularMatrix",get:function(){for(var t=this.LU,e=t.rows,r=t.columns,n=new X(e,r),o=0;o<e;o++)for(var i=0;i<r;i++)o<=i?n.set(o,i,t.get(o,i)):n.set(o,i,0);return n}},{key:"pivotPermutationVector",get:function(){return Array.from(this.pivotVector)}}]),t}();function mt(t,e){var r=0;return Math.abs(t)>Math.abs(e)?(r=e/t,Math.abs(t)*Math.sqrt(1+r*r)):0!==e?(r=t/e,Math.abs(e)*Math.sqrt(1+r*r)):0}var yt=function(){function t(e){y(this,t);var r,n,o,i,s=(e=vt.checkMatrix(e)).clone(),a=e.rows,u=e.columns,c=new Float64Array(u);for(o=0;o<u;o++){var d=0;for(r=o;r<a;r++)d=mt(d,s.get(r,o));if(0!==d){for(s.get(o,o)<0&&(d=-d),r=o;r<a;r++)s.set(r,o,s.get(r,o)/d);for(s.set(o,o,s.get(o,o)+1),n=o+1;n<u;n++){for(i=0,r=o;r<a;r++)i+=s.get(r,o)*s.get(r,n);for(i=-i/s.get(o,o),r=o;r<a;r++)s.set(r,n,s.get(r,n)+i*s.get(r,o))}}c[o]=-d}this.QR=s,this.Rdiag=c}return w(t,[{key:"solve",value:function(t){t=X.checkMatrix(t);var e=this.QR,r=e.rows;if(t.rows!==r)throw new Error("Matrix row dimensions must agree");if(!this.isFullRank())throw new Error("Matrix is rank deficient");var n,o,i,s,a=t.columns,u=t.clone(),c=e.columns;for(i=0;i<c;i++)for(o=0;o<a;o++){for(s=0,n=i;n<r;n++)s+=e.get(n,i)*u.get(n,o);for(s=-s/e.get(i,i),n=i;n<r;n++)u.set(n,o,u.get(n,o)+s*e.get(n,i))}for(i=c-1;i>=0;i--){for(o=0;o<a;o++)u.set(i,o,u.get(i,o)/this.Rdiag[i]);for(n=0;n<i;n++)for(o=0;o<a;o++)u.set(n,o,u.get(n,o)-u.get(i,o)*e.get(n,i))}return u.subMatrix(0,c-1,0,a-1)}},{key:"isFullRank",value:function(){for(var t=this.QR.columns,e=0;e<t;e++)if(0===this.Rdiag[e])return!1;return!0}},{key:"upperTriangularMatrix",get:function(){var t,e,r=this.QR,n=r.columns,o=new X(n,n);for(t=0;t<n;t++)for(e=0;e<n;e++)t<e?o.set(t,e,r.get(t,e)):t===e?o.set(t,e,this.Rdiag[t]):o.set(t,e,0);return o}},{key:"orthogonalMatrix",get:function(){var t,e,r,n,o=this.QR,i=o.rows,s=o.columns,a=new X(i,s);for(r=s-1;r>=0;r--){for(t=0;t<i;t++)a.set(t,r,0);for(a.set(r,r,1),e=r;e<s;e++)if(0!==o.get(r,r)){for(n=0,t=r;t<i;t++)n+=o.get(t,r)*a.get(t,e);for(n=-n/o.get(r,r),t=r;t<i;t++)a.set(t,e,a.get(t,e)+n*o.get(t,r))}}return a}}]),t}(),wt=function(){function t(e){var r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};if(y(this,t),(e=vt.checkMatrix(e)).isEmpty())throw new Error("Matrix must be non-empty");var n,o=e.rows,i=e.columns,s=r.computeLeftSingularVectors,a=void 0===s||s,u=r.computeRightSingularVectors,c=void 0===u||u,d=r.autoTranspose,h=void 0!==d&&d,l=Boolean(a),f=Boolean(c),g=!1;if(o<i)if(h){o=(n=e.transpose()).rows,i=n.columns,g=!0;var v=l;l=f,f=v}else n=e.clone(),console.warn("Computing SVD on a matrix with more columns than rows. Consider enabling autoTranspose");else n=e.clone();for(var p=Math.min(o,i),m=Math.min(o+1,i),w=new Float64Array(m),x=new X(o,p),b=new X(i,i),E=new Float64Array(i),N=new Float64Array(o),M=new Float64Array(m),k=0;k<m;k++)M[k]=k;for(var _=Math.min(o-1,i),A=Math.max(0,Math.min(i-2,o)),S=Math.max(_,A),j=0;j<S;j++){if(j<_){w[j]=0;for(var O=j;O<o;O++)w[j]=mt(w[j],n.get(O,j));if(0!==w[j]){n.get(j,j)<0&&(w[j]=-w[j]);for(var R=j;R<o;R++)n.set(R,j,n.get(R,j)/w[j]);n.set(j,j,n.get(j,j)+1)}w[j]=-w[j]}for(var I=j+1;I<i;I++){if(j<_&&0!==w[j]){for(var z=0,C=j;C<o;C++)z+=n.get(C,j)*n.get(C,I);z=-z/n.get(j,j);for(var D=j;D<o;D++)n.set(D,I,n.get(D,I)+z*n.get(D,j))}E[I]=n.get(j,I)}if(l&&j<_)for(var T=j;T<o;T++)x.set(T,j,n.get(T,j));if(j<A){E[j]=0;for(var P=j+1;P<i;P++)E[j]=mt(E[j],E[P]);if(0!==E[j]){E[j+1]<0&&(E[j]=0-E[j]);for(var L=j+1;L<i;L++)E[L]/=E[j];E[j+1]+=1}if(E[j]=-E[j],j+1<o&&0!==E[j]){for(var F=j+1;F<o;F++)N[F]=0;for(var q=j+1;q<o;q++)for(var V=j+1;V<i;V++)N[q]+=E[V]*n.get(q,V);for(var Z=j+1;Z<i;Z++)for(var G=-E[Z]/E[j+1],B=j+1;B<o;B++)n.set(B,Z,n.get(B,Z)+G*N[B])}if(f)for(var U=j+1;U<i;U++)b.set(U,j,E[U])}}var W=Math.min(i,o+1);if(_<i&&(w[_]=n.get(_,_)),o<W&&(w[W-1]=0),A+1<W&&(E[A]=n.get(A,W-1)),E[W-1]=0,l){for(var $=_;$<p;$++){for(var Y=0;Y<o;Y++)x.set(Y,$,0);x.set($,$,1)}for(var H=_-1;H>=0;H--)if(0!==w[H]){for(var K=H+1;K<p;K++){for(var J=0,Q=H;Q<o;Q++)J+=x.get(Q,H)*x.get(Q,K);J=-J/x.get(H,H);for(var tt=H;tt<o;tt++)x.set(tt,K,x.get(tt,K)+J*x.get(tt,H))}for(var et=H;et<o;et++)x.set(et,H,-x.get(et,H));x.set(H,H,1+x.get(H,H));for(var rt=0;rt<H-1;rt++)x.set(rt,H,0)}else{for(var nt=0;nt<o;nt++)x.set(nt,H,0);x.set(H,H,1)}}if(f)for(var ot=i-1;ot>=0;ot--){if(ot<A&&0!==E[ot])for(var it=ot+1;it<i;it++){for(var st=0,at=ot+1;at<i;at++)st+=b.get(at,ot)*b.get(at,it);st=-st/b.get(ot+1,ot);for(var ut=ot+1;ut<i;ut++)b.set(ut,it,b.get(ut,it)+st*b.get(ut,ot))}for(var ct=0;ct<i;ct++)b.set(ct,ot,0);b.set(ot,ot,1)}for(var dt=W-1,ht=Number.EPSILON;W>0;){var lt=void 0,ft=void 0;for(lt=W-2;lt>=-1&&-1!==lt;lt--){var gt=Number.MIN_VALUE+ht*Math.abs(w[lt]+Math.abs(w[lt+1]));if(Math.abs(E[lt])<=gt||Number.isNaN(E[lt])){E[lt]=0;break}}if(lt===W-2)ft=4;else{var pt=void 0;for(pt=W-1;pt>=lt&&pt!==lt;pt--){var yt=(pt!==W?Math.abs(E[pt]):0)+(pt!==lt+1?Math.abs(E[pt-1]):0);if(Math.abs(w[pt])<=ht*yt){w[pt]=0;break}}pt===lt?ft=3:pt===W-1?ft=1:(ft=2,lt=pt)}switch(lt++,ft){case 1:var wt=E[W-2];E[W-2]=0;for(var xt=W-2;xt>=lt;xt--){var bt=mt(w[xt],wt),Et=w[xt]/bt,Nt=wt/bt;if(w[xt]=bt,xt!==lt&&(wt=-Nt*E[xt-1],E[xt-1]=Et*E[xt-1]),f)for(var Mt=0;Mt<i;Mt++)bt=Et*b.get(Mt,xt)+Nt*b.get(Mt,W-1),b.set(Mt,W-1,-Nt*b.get(Mt,xt)+Et*b.get(Mt,W-1)),b.set(Mt,xt,bt)}break;case 2:var kt=E[lt-1];E[lt-1]=0;for(var _t=lt;_t<W;_t++){var At=mt(w[_t],kt),St=w[_t]/At,jt=kt/At;if(w[_t]=At,kt=-jt*E[_t],E[_t]=St*E[_t],l)for(var Ot=0;Ot<o;Ot++)At=St*x.get(Ot,_t)+jt*x.get(Ot,lt-1),x.set(Ot,lt-1,-jt*x.get(Ot,_t)+St*x.get(Ot,lt-1)),x.set(Ot,_t,At)}break;case 3:var Rt=Math.max(Math.abs(w[W-1]),Math.abs(w[W-2]),Math.abs(E[W-2]),Math.abs(w[lt]),Math.abs(E[lt])),It=w[W-1]/Rt,zt=w[W-2]/Rt,Ct=E[W-2]/Rt,Dt=w[lt]/Rt,Tt=E[lt]/Rt,Pt=((zt+It)*(zt-It)+Ct*Ct)/2,Lt=It*Ct*(It*Ct),Ft=0;0===Pt&&0===Lt||(Ft=Lt/(Pt+(Ft=Pt<0?0-Math.sqrt(Pt*Pt+Lt):Math.sqrt(Pt*Pt+Lt))));for(var qt=(Dt+It)*(Dt-It)+Ft,Vt=Dt*Tt,Zt=lt;Zt<W-1;Zt++){var Gt=mt(qt,Vt);0===Gt&&(Gt=Number.MIN_VALUE);var Bt=qt/Gt,Ut=Vt/Gt;if(Zt!==lt&&(E[Zt-1]=Gt),qt=Bt*w[Zt]+Ut*E[Zt],E[Zt]=Bt*E[Zt]-Ut*w[Zt],Vt=Ut*w[Zt+1],w[Zt+1]=Bt*w[Zt+1],f)for(var Wt=0;Wt<i;Wt++)Gt=Bt*b.get(Wt,Zt)+Ut*b.get(Wt,Zt+1),b.set(Wt,Zt+1,-Ut*b.get(Wt,Zt)+Bt*b.get(Wt,Zt+1)),b.set(Wt,Zt,Gt);if(0===(Gt=mt(qt,Vt))&&(Gt=Number.MIN_VALUE),Bt=qt/Gt,Ut=Vt/Gt,w[Zt]=Gt,qt=Bt*E[Zt]+Ut*w[Zt+1],w[Zt+1]=-Ut*E[Zt]+Bt*w[Zt+1],Vt=Ut*E[Zt+1],E[Zt+1]=Bt*E[Zt+1],l&&Zt<o-1)for(var $t=0;$t<o;$t++)Gt=Bt*x.get($t,Zt)+Ut*x.get($t,Zt+1),x.set($t,Zt+1,-Ut*x.get($t,Zt)+Bt*x.get($t,Zt+1)),x.set($t,Zt,Gt)}E[W-2]=qt;break;case 4:if(w[lt]<=0&&(w[lt]=w[lt]<0?-w[lt]:0,f))for(var Yt=0;Yt<=dt;Yt++)b.set(Yt,lt,-b.get(Yt,lt));for(;lt<dt&&!(w[lt]>=w[lt+1]);){var Ht=w[lt];if(w[lt]=w[lt+1],w[lt+1]=Ht,f&&lt<i-1)for(var Kt=0;Kt<i;Kt++)Ht=b.get(Kt,lt+1),b.set(Kt,lt+1,b.get(Kt,lt)),b.set(Kt,lt,Ht);if(l&&lt<o-1)for(var Jt=0;Jt<o;Jt++)Ht=x.get(Jt,lt+1),x.set(Jt,lt+1,x.get(Jt,lt)),x.set(Jt,lt,Ht);lt++}W--}}if(g){var Qt=b;b=x,x=Qt}this.m=o,this.n=i,this.s=w,this.U=x,this.V=b}return w(t,[{key:"solve",value:function(t){for(var e=t,r=this.threshold,n=this.s.length,o=X.zeros(n,n),i=0;i<n;i++)Math.abs(this.s[i])<=r?o.set(i,i,0):o.set(i,i,1/this.s[i]);for(var s=this.U,a=this.rightSingularVectors,u=a.mmul(o),c=a.rows,d=s.rows,h=X.zeros(c,d),l=0;l<c;l++)for(var f=0;f<d;f++){for(var g=0,v=0;v<n;v++)g+=u.get(l,v)*s.get(f,v);h.set(l,f,g)}return h.mmul(e)}},{key:"solveForDiagonal",value:function(t){return this.solve(X.diag(t))}},{key:"inverse",value:function(){for(var t=this.V,e=this.threshold,r=t.rows,n=t.columns,o=new X(r,this.s.length),i=0;i<r;i++)for(var s=0;s<n;s++)Math.abs(this.s[s])>e&&o.set(i,s,t.get(i,s)/this.s[s]);for(var a=this.U,u=a.rows,c=a.columns,d=new X(r,u),h=0;h<r;h++)for(var l=0;l<u;l++){for(var f=0,g=0;g<c;g++)f+=o.get(h,g)*a.get(l,g);d.set(h,l,f)}return d}},{key:"condition",get:function(){return this.s[0]/this.s[Math.min(this.m,this.n)-1]}},{key:"norm2",get:function(){return this.s[0]}},{key:"rank",get:function(){for(var t=Math.max(this.m,this.n)*this.s[0]*Number.EPSILON,e=0,r=this.s,n=0,o=r.length;n<o;n++)r[n]>t&&e++;return e}},{key:"diagonal",get:function(){return Array.from(this.s)}},{key:"threshold",get:function(){return Number.EPSILON/2*Math.max(this.m,this.n)*this.s[0]}},{key:"leftSingularVectors",get:function(){return this.U}},{key:"rightSingularVectors",get:function(){return this.V}},{key:"diagonalMatrix",get:function(){return X.diag(this.s)}}]),t}();function xt(t,e){var r=arguments.length>2&&void 0!==arguments[2]&&arguments[2];return t=vt.checkMatrix(t),e=vt.checkMatrix(e),r?new wt(t).solve(e):t.isSquare()?new pt(t).solve(e):new yt(t).solve(e)}function bt(t,e){for(var r=[],n=0;n<t;n++)n!==e&&r.push(n);return r}function Et(t,e,r){var n=arguments.length>3&&void 0!==arguments[3]?arguments[3]:1e-9,o=arguments.length>4&&void 0!==arguments[4]?arguments[4]:1e-9;if(t>o)return new Array(e.rows+1).fill(0);for(var i=e.addRow(r,[0]),s=0;s<i.rows;s++)Math.abs(i.get(s,0))<n&&i.set(s,0,0);return i.to1DArray()}var Nt=function(){function t(e){var r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};y(this,t);var n=r.assumeSymmetric,o=void 0!==n&&n;if(!(e=vt.checkMatrix(e)).isSquare())throw new Error("Matrix is not a square matrix");if(e.isEmpty())throw new Error("Matrix must be non-empty");var i,s,a=e.columns,u=new X(a,a),c=new Float64Array(a),d=new Float64Array(a),h=e;if(!!o||e.isSymmetric()){for(i=0;i<a;i++)for(s=0;s<a;s++)u.set(i,s,h.get(i,s));Mt(a,d,c,u),kt(a,d,c,u)}else{var l=new X(a,a),f=new Float64Array(a);for(s=0;s<a;s++)for(i=0;i<a;i++)l.set(i,s,h.get(i,s));_t(a,l,f,u),At(a,d,c,u,l)}this.n=a,this.e=d,this.d=c,this.V=u}return w(t,[{key:"realEigenvalues",get:function(){return Array.from(this.d)}},{key:"imaginaryEigenvalues",get:function(){return Array.from(this.e)}},{key:"eigenvectorMatrix",get:function(){return this.V}},{key:"diagonalMatrix",get:function(){var t,e,r=this.n,n=this.e,o=this.d,i=new X(r,r);for(t=0;t<r;t++){for(e=0;e<r;e++)i.set(t,e,0);i.set(t,t,o[t]),n[t]>0?i.set(t,t+1,n[t]):n[t]<0&&i.set(t,t-1,n[t])}return i}}]),t}();function Mt(t,e,r,n){var o,i,s,a,u,c,d,h;for(u=0;u<t;u++)r[u]=n.get(t-1,u);for(a=t-1;a>0;a--){for(h=0,s=0,c=0;c<a;c++)h+=Math.abs(r[c]);if(0===h)for(e[a]=r[a-1],u=0;u<a;u++)r[u]=n.get(a-1,u),n.set(a,u,0),n.set(u,a,0);else{for(c=0;c<a;c++)r[c]/=h,s+=r[c]*r[c];for(o=r[a-1],i=Math.sqrt(s),o>0&&(i=-i),e[a]=h*i,s-=o*i,r[a-1]=o-i,u=0;u<a;u++)e[u]=0;for(u=0;u<a;u++){for(o=r[u],n.set(u,a,o),i=e[u]+n.get(u,u)*o,c=u+1;c<=a-1;c++)i+=n.get(c,u)*r[c],e[c]+=n.get(c,u)*o;e[u]=i}for(o=0,u=0;u<a;u++)e[u]/=s,o+=e[u]*r[u];for(d=o/(s+s),u=0;u<a;u++)e[u]-=d*r[u];for(u=0;u<a;u++){for(o=r[u],i=e[u],c=u;c<=a-1;c++)n.set(c,u,n.get(c,u)-(o*e[c]+i*r[c]));r[u]=n.get(a-1,u),n.set(a,u,0)}}r[a]=s}for(a=0;a<t-1;a++){if(n.set(t-1,a,n.get(a,a)),n.set(a,a,1),0!==(s=r[a+1])){for(c=0;c<=a;c++)r[c]=n.get(c,a+1)/s;for(u=0;u<=a;u++){for(i=0,c=0;c<=a;c++)i+=n.get(c,a+1)*n.get(c,u);for(c=0;c<=a;c++)n.set(c,u,n.get(c,u)-i*r[c])}}for(c=0;c<=a;c++)n.set(c,a+1,0)}for(u=0;u<t;u++)r[u]=n.get(t-1,u),n.set(t-1,u,0);n.set(t-1,t-1,1),e[0]=0}function kt(t,e,r,n){var o,i,s,a,u,c,d,h,l,f,g,v,p,m,y,w;for(s=1;s<t;s++)e[s-1]=e[s];e[t-1]=0;var x=0,b=0,E=Number.EPSILON;for(c=0;c<t;c++){for(b=Math.max(b,Math.abs(r[c])+Math.abs(e[c])),d=c;d<t&&!(Math.abs(e[d])<=E*b);)d++;if(d>c)do{for(o=r[c],l=mt(h=(r[c+1]-o)/(2*e[c]),1),h<0&&(l=-l),r[c]=e[c]/(h+l),r[c+1]=e[c]*(h+l),f=r[c+1],i=o-r[c],s=c+2;s<t;s++)r[s]-=i;for(x+=i,h=r[d],v=g=1,p=g,m=e[c+1],y=0,w=0,s=d-1;s>=c;s--)for(p=v,v=g,w=y,o=g*e[s],i=g*h,l=mt(h,e[s]),e[s+1]=y*l,y=e[s]/l,h=(g=h/l)*r[s]-y*o,r[s+1]=i+y*(g*o+y*r[s]),u=0;u<t;u++)i=n.get(u,s+1),n.set(u,s+1,y*n.get(u,s)+g*i),n.set(u,s,g*n.get(u,s)-y*i);h=-y*w*p*m*e[c]/f,e[c]=y*h,r[c]=g*h}while(Math.abs(e[c])>E*b);r[c]=r[c]+x,e[c]=0}for(s=0;s<t-1;s++){for(u=s,h=r[s],a=s+1;a<t;a++)r[a]<h&&(u=a,h=r[a]);if(u!==s)for(r[u]=r[s],r[s]=h,a=0;a<t;a++)h=n.get(a,s),n.set(a,s,n.get(a,u)),n.set(a,u,h)}}function _t(t,e,r,n){var o,i,s,a,u,c,d,h=t-1;for(c=1;c<=h-1;c++){for(d=0,a=c;a<=h;a++)d+=Math.abs(e.get(a,c-1));if(0!==d){for(s=0,a=h;a>=c;a--)r[a]=e.get(a,c-1)/d,s+=r[a]*r[a];for(i=Math.sqrt(s),r[c]>0&&(i=-i),s-=r[c]*i,r[c]=r[c]-i,u=c;u<t;u++){for(o=0,a=h;a>=c;a--)o+=r[a]*e.get(a,u);for(o/=s,a=c;a<=h;a++)e.set(a,u,e.get(a,u)-o*r[a])}for(a=0;a<=h;a++){for(o=0,u=h;u>=c;u--)o+=r[u]*e.get(a,u);for(o/=s,u=c;u<=h;u++)e.set(a,u,e.get(a,u)-o*r[u])}r[c]=d*r[c],e.set(c,c-1,d*i)}}for(a=0;a<t;a++)for(u=0;u<t;u++)n.set(a,u,a===u?1:0);for(c=h-1;c>=1;c--)if(0!==e.get(c,c-1)){for(a=c+1;a<=h;a++)r[a]=e.get(a,c-1);for(u=c;u<=h;u++){for(i=0,a=c;a<=h;a++)i+=r[a]*n.get(a,u);for(i=i/r[c]/e.get(c,c-1),a=c;a<=h;a++)n.set(a,u,n.get(a,u)+i*r[a])}}}function At(t,e,r,n,o){var i,s,a,u,c,d,h,l,f,g,v,p,m,y,w,x=t-1,b=t-1,E=Number.EPSILON,N=0,M=0,k=0,_=0,A=0,S=0,j=0,O=0;for(i=0;i<t;i++)for((i<0||i>b)&&(r[i]=o.get(i,i),e[i]=0),s=Math.max(i-1,0);s<t;s++)M+=Math.abs(o.get(i,s));for(;x>=0;){for(u=x;u>0&&(0===(S=Math.abs(o.get(u-1,u-1))+Math.abs(o.get(u,u)))&&(S=M),!(Math.abs(o.get(u,u-1))<E*S));)u--;if(u===x)o.set(x,x,o.get(x,x)+N),r[x]=o.get(x,x),e[x]=0,x--,O=0;else if(u===x-1){if(h=o.get(x,x-1)*o.get(x-1,x),_=(k=(o.get(x-1,x-1)-o.get(x,x))/2)*k+h,j=Math.sqrt(Math.abs(_)),o.set(x,x,o.get(x,x)+N),o.set(x-1,x-1,o.get(x-1,x-1)+N),l=o.get(x,x),_>=0){for(j=k>=0?k+j:k-j,r[x-1]=l+j,r[x]=r[x-1],0!==j&&(r[x]=l-h/j),e[x-1]=0,e[x]=0,k=(l=o.get(x,x-1))/(S=Math.abs(l)+Math.abs(j)),_=j/S,k/=A=Math.sqrt(k*k+_*_),_/=A,s=x-1;s<t;s++)j=o.get(x-1,s),o.set(x-1,s,_*j+k*o.get(x,s)),o.set(x,s,_*o.get(x,s)-k*j);for(i=0;i<=x;i++)j=o.get(i,x-1),o.set(i,x-1,_*j+k*o.get(i,x)),o.set(i,x,_*o.get(i,x)-k*j);for(i=0;i<=b;i++)j=n.get(i,x-1),n.set(i,x-1,_*j+k*n.get(i,x)),n.set(i,x,_*n.get(i,x)-k*j)}else 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