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NewEduCoderBuild/6727.e579c4df.async.js

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this},t.prototype.subM=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,this.get(r,n)-t.get(r,n));return this},t.sub=function(t,r){return new e(t).sub(r)},t.prototype.subtract=t.prototype.sub,t.prototype.subtractS=t.prototype.subS,t.prototype.subtractM=t.prototype.subM,t.subtract=t.sub,t.prototype.mul=function(t){return"number"==typeof t?this.mulS(t):this.mulM(t)},t.prototype.mulS=function(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);return this},t.prototype.mulM=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,this.get(r,n)*t.get(r,n));return this},t.mul=function(t,r){return new e(t).mul(r)},t.prototype.multiply=t.prototype.mul,t.prototype.multiplyS=t.prototype.mulS,t.prototype.multiplyM=t.prototype.mulM,t.multiply=t.mul,t.prototype.div=function(t){return"number"==typeof t?this.divS(t):this.divM(t)},t.prototype.divS=function(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);return this},t.prototype.divM=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,this.get(r,n)/t.get(r,n));return this},t.div=function(t,r){return new e(t).div(r)},t.prototype.divide=t.prototype.div,t.prototype.divideS=t.prototype.divS,t.prototype.divideM=t.prototype.divM,t.divide=t.div,t.prototype.mod=function(t){return"number"==typeof t?this.modS(t):this.modM(t)},t.prototype.modS=function(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);return this},t.prototype.modM=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,this.get(r,n)%t.get(r,n));return this},t.mod=function(t,r){return new e(t).mod(r)},t.prototype.modulus=t.prototype.mod,t.prototype.modulusS=t.prototype.modS,t.prototype.modulusM=t.prototype.modM,t.modulus=t.mod,t.prototype.and=function(t){return"number"==typeof t?this.andS(t):this.andM(t)},t.prototype.andS=function(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);return this},t.prototype.andM=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,this.get(r,n)&t.get(r,n));return this},t.and=function(t,r){return new 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this},t.xor=function(t,r){return new e(t).xor(r)},t.prototype.leftShift=function(t){return"number"==typeof t?this.leftShiftS(t):this.leftShiftM(t)},t.prototype.leftShiftS=function(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);return this},t.prototype.leftShiftM=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,this.get(r,n)<<t.get(r,n));return this},t.leftShift=function(t,r){return new e(t).leftShift(r)},t.prototype.signPropagatingRightShift=function(t){return"number"==typeof t?this.signPropagatingRightShiftS(t):this.signPropagatingRightShiftM(t)},t.prototype.signPropagatingRightShiftS=function(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);return this},t.prototype.signPropagatingRightShiftM=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,this.get(r,n)>>t.get(r,n));return this},t.signPropagatingRightShift=function(t,r){return new e(t).signPropagatingRightShift(r)},t.prototype.rightShift=function(t){return"number"==typeof t?this.rightShiftS(t):this.rightShiftM(t)},t.prototype.rightShiftS=function(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);return this},t.prototype.rightShiftM=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,this.get(r,n)>>>t.get(r,n));return this},t.rightShift=function(t,r){return new e(t).rightShift(r)},t.prototype.zeroFillRightShift=t.prototype.rightShift,t.prototype.zeroFillRightShiftS=t.prototype.rightShiftS,t.prototype.zeroFillRightShiftM=t.prototype.rightShiftM,t.zeroFillRightShift=t.rightShift,t.prototype.not=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,~this.get(t,e));return this},t.not=function(t){return new e(t).not()},t.prototype.abs=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.abs(this.get(t,e)));return this},t.abs=function(t){return new e(t).abs()},t.prototype.acos=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.acos(this.get(t,e)));return this},t.acos=function(t){return new e(t).acos()},t.prototype.acosh=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.acosh(this.get(t,e)));return this},t.acosh=function(t){return new e(t).acosh()},t.prototype.asin=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.asin(this.get(t,e)));return this},t.asin=function(t){return new e(t).asin()},t.prototype.asinh=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.asinh(this.get(t,e)));return this},t.asinh=function(t){return new e(t).asinh()},t.prototype.atan=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.atan(this.get(t,e)));return this},t.atan=function(t){return new e(t).atan()},t.prototype.atanh=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.atanh(this.get(t,e)));return this},t.atanh=function(t){return new e(t).atanh()},t.prototype.cbrt=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.cbrt(this.get(t,e)));return this},t.cbrt=function(t){return new e(t).cbrt()},t.prototype.ceil=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.ceil(this.get(t,e)));return 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t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.floor(this.get(t,e)));return this},t.floor=function(t){return new e(t).floor()},t.prototype.fround=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.fround(this.get(t,e)));return this},t.fround=function(t){return new e(t).fround()},t.prototype.log=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.log(this.get(t,e)));return this},t.log=function(t){return new e(t).log()},t.prototype.log1p=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.log1p(this.get(t,e)));return this},t.log1p=function(t){return new e(t).log1p()},t.prototype.log10=function(){for(var t=0;t<this.rows;t++)for(var e=0;e<this.columns;e++)this.set(t,e,Math.log10(this.get(t,e)));return this},t.log10=function(t){return new e(t).log10()},t.prototype.log2=function(){for(var t=0;t<this.rows;t++)for(var 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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 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e}},{key:"toMatrix",value:function(){return new Z(this)}},{key:"get",value:function(t,e){return s(this,et).get(t,e)}},{key:"set",value:function(t,e,r){return s(this,et).set(t,e,r),s(this,et).set(e,t,r),this}},{key:"removeCross",value:function(t){return s(this,et).removeRow(t),s(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),s(this,et).addRow(t,r),s(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 a=0,s=r;a<s.length;a++){var u=s[a];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 Z.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,a=0,s=0;s<e;s++)o.set(i,a,t[s]),++i>=n&&(i=++a);return o}}]),r}(J);rt.prototype.klassType="SymmetricMatrix";var nt=function(t){c(r,t);var e=h(r);function r(t){var n;if(m(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],a=o[1],s=o[2];i!==a&&e.set(i,a,s)}}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,a=0;a<e;a++)n.set(o,i,t[a]),++o>=r&&(o=1+ ++i);return n}}]),r}(rt);nt.prototype.klassSubType="DistanceMatrix";var ot=function(t){c(r,t);var e=h(r);function r(t,n,o){var i;return m(this,r),(i=e.call(this)).matrix=t,i.rows=n,i.columns=o,i}return w(r)}(J),it=function(t){c(r,t);var e=h(r);function r(t,n){var o;return m(this,r),O(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),at=function(t){c(r,t);var e=h(r);function r(t,n){var o;return m(this,r),I(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),st=function(t){c(r,t);var e=h(r);function r(t){return m(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=h(r);function r(t){return m(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=h(r);function r(t,n){var o;return m(this,r),j(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),ht=function(t){c(r,t);var e=h(r);function r(t,n){var o;return m(this,r),R(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),dt=function(t){c(r,t);var e=h(r);function r(t,n,o){var i;return m(this,r),R(t,n),I(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),ft=function(t){c(r,t);var e=h(r);function r(t,n,o,i,a){var s;return m(this,r),P(t,n,o,i,a),(s=e.call(this,t,o-n+1,a-i+1)).startRow=n,s.startColumn=i,s}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),lt=function(t){c(r,t);var e=h(r);function r(t){return m(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=h(r);function r(t){var n,o=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};m(this,r);var i=o.rows,a=void 0===i?1:i;if(t.length%a!=0)throw new Error("the data length is not divisible by the number of rows");return(n=e.call(this)).rows=a,n.columns=t.length/a,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}(J),vt=function(t){c(r,t);var e=h(r);function r(t){var n;return m(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}(J);var pt=function(){function t(e){m(this,t);var r,n,o,i,a,s,u,c,h,d=(e=vt.checkMatrix(e)).clone(),f=d.rows,l=d.columns,g=new Float64Array(f),v=1;for(r=0;r<f;r++)g[r]=r;for(c=new Float64Array(f),n=0;n<l;n++){for(r=0;r<f;r++)c[r]=d.get(r,n);for(r=0;r<f;r++){for(h=Math.min(r,n),a=0,o=0;o<h;o++)a+=d.get(r,o)*c[o];c[r]-=a,d.set(r,n,c[r])}for(i=n,r=n+1;r<f;r++)Math.abs(c[r])>Math.abs(c[i])&&(i=r);if(i!==n){for(o=0;o<l;o++)s=d.get(i,o),d.set(i,o,d.get(n,o)),d.set(n,o,s);u=g[i],g[i]=g[n],g[n]=u,v=-v}if(n<f&&0!==d.get(n,n))for(r=n+1;r<f;r++)d.set(r,n,d.get(r,n)/d.get(n,n))}this.LU=d,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=Z.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,a=t.subMatrixRow(this.pivotVector,0,i-1),s=e.columns;for(o=0;o<s;o++)for(r=o+1;r<s;r++)for(n=0;n<i;n++)a.set(r,n,a.get(r,n)-a.get(o,n)*e.get(r,o));for(o=s-1;o>=0;o--){for(n=0;n<i;n++)a.set(o,n,a.get(o,n)/e.get(o,o));for(r=0;r<o;r++)for(n=0;n<i;n++)a.set(r,n,a.get(r,n)-a.get(o,n)*e.get(r,o))}return a}},{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 Z(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 Z(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 yt(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 mt=function(){function t(e){m(this,t);var r,n,o,i,a=(e=vt.checkMatrix(e)).clone(),s=e.rows,u=e.columns,c=new Float64Array(u);for(o=0;o<u;o++){var h=0;for(r=o;r<s;r++)h=yt(h,a.get(r,o));if(0!==h){for(a.get(o,o)<0&&(h=-h),r=o;r<s;r++)a.set(r,o,a.get(r,o)/h);for(a.set(o,o,a.get(o,o)+1),n=o+1;n<u;n++){for(i=0,r=o;r<s;r++)i+=a.get(r,o)*a.get(r,n);for(i=-i/a.get(o,o),r=o;r<s;r++)a.set(r,n,a.get(r,n)+i*a.get(r,o))}}c[o]=-h}this.QR=a,this.Rdiag=c}return w(t,[{key:"solve",value:function(t){t=Z.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,a,s=t.columns,u=t.clone(),c=e.columns;for(i=0;i<c;i++)for(o=0;o<s;o++){for(a=0,n=i;n<r;n++)a+=e.get(n,i)*u.get(n,o);for(a=-a/e.get(i,i),n=i;n<r;n++)u.set(n,o,u.get(n,o)+a*e.get(n,i))}for(i=c-1;i>=0;i--){for(o=0;o<s;o++)u.set(i,o,u.get(i,o)/this.Rdiag[i]);for(n=0;n<i;n++)for(o=0;o<s;o++)u.set(n,o,u.get(n,o)-u.get(i,o)*e.get(n,i))}return u.subMatrix(0,c-1,0,s-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 Z(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,a=o.columns,s=new Z(i,a);for(r=a-1;r>=0;r--){for(t=0;t<i;t++)s.set(t,r,0);for(s.set(r,r,1),e=r;e<a;e++)if(0!==o.get(r,r)){for(n=0,t=r;t<i;t++)n+=o.get(t,r)*s.get(t,e);for(n=-n/o.get(r,r),t=r;t<i;t++)s.set(t,e,s.get(t,e)+n*o.get(t,r))}}return s}}]),t}(),wt=function(){function t(e){var r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};if(m(this,t),(e=vt.checkMatrix(e)).isEmpty())throw new Error("Matrix must be non-empty");var n,o=e.rows,i=e.columns,a=r.computeLeftSingularVectors,s=void 0===a||a,u=r.computeRightSingularVectors,c=void 0===u||u,h=r.autoTranspose,d=void 0!==h&&h,f=Boolean(s),l=Boolean(c),g=!1;if(o<i)if(d){o=(n=e.transpose()).rows,i=n.columns,g=!0;var v=f;f=l,l=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),y=Math.min(o+1,i),w=new Float64Array(y),x=new Z(o,p),b=new Z(i,i),E=new Float64Array(i),N=new Float64Array(o),M=new Float64Array(y),_=0;_<y;_++)M[_]=_;for(var k=Math.min(o-1,i),A=Math.max(0,Math.min(i-2,o)),j=Math.max(k,A),O=0;O<j;O++){if(O<k){w[O]=0;for(var S=O;S<o;S++)w[O]=yt(w[O],n.get(S,O));if(0!==w[O]){n.get(O,O)<0&&(w[O]=-w[O]);for(var z=O;z<o;z++)n.set(z,O,n.get(z,O)/w[O]);n.set(O,O,n.get(O,O)+1)}w[O]=-w[O]}for(var R=O+1;R<i;R++){if(O<k&&0!==w[O]){for(var I=0,P=O;P<o;P++)I+=n.get(P,O)*n.get(P,R);I=-I/n.get(O,O);for(var T=O;T<o;T++)n.set(T,R,n.get(T,R)+I*n.get(T,O))}E[R]=n.get(O,R)}if(f&&O<k)for(var C=O;C<o;C++)x.set(C,O,n.get(C,O));if(O<A){E[O]=0;for(var D=O+1;D<i;D++)E[O]=yt(E[O],E[D]);if(0!==E[O]){E[O+1]<0&&(E[O]=0-E[O]);for(var L=O+1;L<i;L++)E[L]/=E[O];E[O+1]+=1}if(E[O]=-E[O],O+1<o&&0!==E[O]){for(var F=O+1;F<o;F++)N[F]=0;for(var q=O+1;q<o;q++)for(var V=O+1;V<i;V++)N[q]+=E[V]*n.get(q,V);for(var B=O+1;B<i;B++)for(var G=-E[B]/E[O+1],U=O+1;U<o;U++)n.set(U,B,n.get(U,B)+G*N[U])}if(l)for(var W=O+1;W<i;W++)b.set(W,O,E[W])}}var $=Math.min(i,o+1);if(k<i&&(w[k]=n.get(k,k)),o<$&&(w[$-1]=0),A+1<$&&(E[A]=n.get(A,$-1)),E[$-1]=0,f){for(var Y=k;Y<p;Y++){for(var H=0;H<o;H++)x.set(H,Y,0);x.set(Y,Y,1)}for(var K=k-1;K>=0;K--)if(0!==w[K]){for(var J=K+1;J<p;J++){for(var Q=0,X=K;X<o;X++)Q+=x.get(X,K)*x.get(X,J);Q=-Q/x.get(K,K);for(var tt=K;tt<o;tt++)x.set(tt,J,x.get(tt,J)+Q*x.get(tt,K))}for(var et=K;et<o;et++)x.set(et,K,-x.get(et,K));x.set(K,K,1+x.get(K,K));for(var rt=0;rt<K-1;rt++)x.set(rt,K,0)}else{for(var nt=0;nt<o;nt++)x.set(nt,K,0);x.set(K,K,1)}}if(l)for(var ot=i-1;ot>=0;ot--){if(ot<A&&0!==E[ot])for(var it=ot+1;it<i;it++){for(var at=0,st=ot+1;st<i;st++)at+=b.get(st,ot)*b.get(st,it);at=-at/b.get(ot+1,ot);for(var ut=ot+1;ut<i;ut++)b.set(ut,it,b.get(ut,it)+at*b.get(ut,ot))}for(var ct=0;ct<i;ct++)b.set(ct,ot,0);b.set(ot,ot,1)}for(var ht=$-1,dt=Number.EPSILON;$>0;){var ft=void 0,lt=void 0;for(ft=$-2;ft>=-1&&-1!==ft;ft--){var gt=Number.MIN_VALUE+dt*Math.abs(w[ft]+Math.abs(w[ft+1]));if(Math.abs(E[ft])<=gt||Number.isNaN(E[ft])){E[ft]=0;break}}if(ft===$-2)lt=4;else{var pt=void 0;for(pt=$-1;pt>=ft&&pt!==ft;pt--){var mt=(pt!==$?Math.abs(E[pt]):0)+(pt!==ft+1?Math.abs(E[pt-1]):0);if(Math.abs(w[pt])<=dt*mt){w[pt]=0;break}}pt===ft?lt=3:pt===$-1?lt=1:(lt=2,ft=pt)}switch(ft++,lt){case 1:var wt=E[$-2];E[$-2]=0;for(var xt=$-2;xt>=ft;xt--){var bt=yt(w[xt],wt),Et=w[xt]/bt,Nt=wt/bt;if(w[xt]=bt,xt!==ft&&(wt=-Nt*E[xt-1],E[xt-1]=Et*E[xt-1]),l)for(var Mt=0;Mt<i;Mt++)bt=Et*b.get(Mt,xt)+Nt*b.get(Mt,$-1),b.set(Mt,$-1,-Nt*b.get(Mt,xt)+Et*b.get(Mt,$-1)),b.set(Mt,xt,bt)}break;case 2:var _t=E[ft-1];E[ft-1]=0;for(var kt=ft;kt<$;kt++){var At=yt(w[kt],_t),jt=w[kt]/At,Ot=_t/At;if(w[kt]=At,_t=-Ot*E[kt],E[kt]=jt*E[kt],f)for(var St=0;St<o;St++)At=jt*x.get(St,kt)+Ot*x.get(St,ft-1),x.set(St,ft-1,-Ot*x.get(St,kt)+jt*x.get(St,ft-1)),x.set(St,kt,At)}break;case 3:var zt=Math.max(Math.abs(w[$-1]),Math.abs(w[$-2]),Math.abs(E[$-2]),Math.abs(w[ft]),Math.abs(E[ft])),Rt=w[$-1]/zt,It=w[$-2]/zt,Pt=E[$-2]/zt,Tt=w[ft]/zt,Ct=E[ft]/zt,Dt=((It+Rt)*(It-Rt)+Pt*Pt)/2,Lt=Rt*Pt*(Rt*Pt),Ft=0;0===Dt&&0===Lt||(Ft=Lt/(Dt+(Ft=Dt<0?0-Math.sqrt(Dt*Dt+Lt):Math.sqrt(Dt*Dt+Lt))));for(var qt=(Tt+Rt)*(Tt-Rt)+Ft,Vt=Tt*Ct,Bt=ft;Bt<$-1;Bt++){var Gt=yt(qt,Vt);0===Gt&&(Gt=Number.MIN_VALUE);var Ut=qt/Gt,Wt=Vt/Gt;if(Bt!==ft&&(E[Bt-1]=Gt),qt=Ut*w[Bt]+Wt*E[Bt],E[Bt]=Ut*E[Bt]-Wt*w[Bt],Vt=Wt*w[Bt+1],w[Bt+1]=Ut*w[Bt+1],l)for(var $t=0;$t<i;$t++)Gt=Ut*b.get($t,Bt)+Wt*b.get($t,Bt+1),b.set($t,Bt+1,-Wt*b.get($t,Bt)+Ut*b.get($t,Bt+1)),b.set($t,Bt,Gt);if(0===(Gt=yt(qt,Vt))&&(Gt=Number.MIN_VALUE),Ut=qt/Gt,Wt=Vt/Gt,w[Bt]=Gt,qt=Ut*E[Bt]+Wt*w[Bt+1],w[Bt+1]=-Wt*E[Bt]+Ut*w[Bt+1],Vt=Wt*E[Bt+1],E[Bt+1]=Ut*E[Bt+1],f&&Bt<o-1)for(var Yt=0;Yt<o;Yt++)Gt=Ut*x.get(Yt,Bt)+Wt*x.get(Yt,Bt+1),x.set(Yt,Bt+1,-Wt*x.get(Yt,Bt)+Ut*x.get(Yt,Bt+1)),x.set(Yt,Bt,Gt)}E[$-2]=qt;break;case 4:if(w[ft]<=0&&(w[ft]=w[ft]<0?-w[ft]:0,l))for(var Ht=0;Ht<=ht;Ht++)b.set(Ht,ft,-b.get(Ht,ft));for(;ft<ht&&!(w[ft]>=w[ft+1]);){var Kt=w[ft];if(w[ft]=w[ft+1],w[ft+1]=Kt,l&&ft<i-1)for(var Jt=0;Jt<i;Jt++)Kt=b.get(Jt,ft+1),b.set(Jt,ft+1,b.get(Jt,ft)),b.set(Jt,ft,Kt);if(f&&ft<o-1)for(var Qt=0;Qt<o;Qt++)Kt=x.get(Qt,ft+1),x.set(Qt,ft+1,x.get(Qt,ft)),x.set(Qt,ft,Kt);ft++}$--}}if(g){var Xt=b;b=x,x=Xt}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=Z.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 a=this.U,s=this.rightSingularVectors,u=s.mmul(o),c=s.rows,h=a.rows,d=Z.zeros(c,h),f=0;f<c;f++)for(var l=0;l<h;l++){for(var g=0,v=0;v<n;v++)g+=u.get(f,v)*a.get(l,v);d.set(f,l,g)}return d.mmul(e)}},{key:"solveForDiagonal",value:function(t){return this.solve(Z.diag(t))}},{key:"inverse",value:function(){for(var t=this.V,e=this.threshold,r=t.rows,n=t.columns,o=new Z(r,this.s.length),i=0;i<r;i++)for(var a=0;a<n;a++)Math.abs(this.s[a])>e&&o.set(i,a,t.get(i,a)/this.s[a]);for(var s=this.U,u=s.rows,c=s.columns,h=new Z(r,u),d=0;d<r;d++)for(var f=0;f<u;f++){for(var l=0,g=0;g<c;g++)l+=o.get(d,g)*s.get(f,g);h.set(d,f,l)}return h}},{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 Z.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 mt(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]),a=0;a<i.rows;a++)Math.abs(i.get(a,0))<n&&i.set(a,0,0);return i.to1DArray()}var Nt=function(){function t(e){var r=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{};m(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,a,s=e.columns,u=new Z(s,s),c=new Float64Array(s),h=new Float64Array(s),d=e;if(!!o||e.isSymmetric()){for(i=0;i<s;i++)for(a=0;a<s;a++)u.set(i,a,d.get(i,a));Mt(s,h,c,u),_t(s,h,c,u)}else{var f=new Z(s,s),l=new Float64Array(s);for(a=0;a<s;a++)for(i=0;i<s;i++)f.set(i,a,d.get(i,a));kt(s,f,l,u),At(s,h,c,u,f)}this.n=s,this.e=h,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 Z(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,a,s,u,c,h,d;for(u=0;u<t;u++)r[u]=n.get(t-1,u);for(s=t-1;s>0;s--){for(d=0,a=0,c=0;c<s;c++)d+=Math.abs(r[c]);if(0===d)for(e[s]=r[s-1],u=0;u<s;u++)r[u]=n.get(s-1,u),n.set(s,u,0),n.set(u,s,0);else{for(c=0;c<s;c++)r[c]/=d,a+=r[c]*r[c];for(o=r[s-1],i=Math.sqrt(a),o>0&&(i=-i),e[s]=d*i,a-=o*i,r[s-1]=o-i,u=0;u<s;u++)e[u]=0;for(u=0;u<s;u++){for(o=r[u],n.set(u,s,o),i=e[u]+n.get(u,u)*o,c=u+1;c<=s-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<s;u++)e[u]/=a,o+=e[u]*r[u];for(h=o/(a+a),u=0;u<s;u++)e[u]-=h*r[u];for(u=0;u<s;u++){for(o=r[u],i=e[u],c=u;c<=s-1;c++)n.set(c,u,n.get(c,u)-(o*e[c]+i*r[c]));r[u]=n.get(s-1,u),n.set(s,u,0)}}r[s]=a}for(s=0;s<t-1;s++){if(n.set(t-1,s,n.get(s,s)),n.set(s,s,1),0!==(a=r[s+1])){for(c=0;c<=s;c++)r[c]=n.get(c,s+1)/a;for(u=0;u<=s;u++){for(i=0,c=0;c<=s;c++)i+=n.get(c,s+1)*n.get(c,u);for(c=0;c<=s;c++)n.set(c,u,n.get(c,u)-i*r[c])}}for(c=0;c<=s;c++)n.set(c,s+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 _t(t,e,r,n){var o,i,a,s,u,c,h,d,f,l,g,v,p,y,m,w;for(a=1;a<t;a++)e[a-1]=e[a];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])),h=c;h<t&&!(Math.abs(e[h])<=E*b);)h++;if(h>c)do{for(o=r[c],f=yt(d=(r[c+1]-o)/(2*e[c]),1),d<0&&(f=-f),r[c]=e[c]/(d+f),r[c+1]=e[c]*(d+f),l=r[c+1],i=o-r[c],a=c+2;a<t;a++)r[a]-=i;for(x+=i,d=r[h],v=g=1,p=g,y=e[c+1],m=0,w=0,a=h-1;a>=c;a--)for(p=v,v=g,w=m,o=g*e[a],i=g*d,f=yt(d,e[a]),e[a+1]=m*f,m=e[a]/f,d=(g=d/f)*r[a]-m*o,r[a+1]=i+m*(g*o+m*r[a]),u=0;u<t;u++)i=n.get(u,a+1),n.set(u,a+1,m*n.get(u,a)+g*i),n.set(u,a,g*n.get(u,a)-m*i);d=-m*w*p*y*e[c]/l,e[c]=m*d,r[c]=g*d}while(Math.abs(e[c])>E*b);r[c]=r[c]+x,e[c]=0}for(a=0;a<t-1;a++){for(u=a,d=r[a],s=a+1;s<t;s++)r[s]<d&&(u=s,d=r[s]);if(u!==a)for(r[u]=r[a],r[a]=d,s=0;s<t;s++)d=n.get(s,a),n.set(s,a,n.get(s,u)),n.set(s,u,d)}}function kt(t,e,r,n){var o,i,a,s,u,c,h,d=t-1;for(c=1;c<=d-1;c++){for(h=0,s=c;s<=d;s++)h+=Math.abs(e.get(s,c-1));if(0!==h){for(a=0,s=d;s>=c;s--)r[s]=e.get(s,c-1)/h,a+=r[s]*r[s];for(i=Math.sqrt(a),r[c]>0&&(i=-i),a-=r[c]*i,r[c]=r[c]-i,u=c;u<t;u++){for(o=0,s=d;s>=c;s--)o+=r[s]*e.get(s,u);for(o/=a,s=c;s<=d;s++)e.set(s,u,e.get(s,u)-o*r[s])}for(s=0;s<=d;s++){for(o=0,u=d;u>=c;u--)o+=r[u]*e.get(s,u);for(o/=a,u=c;u<=d;u++)e.set(s,u,e.get(s,u)-o*r[u])}r[c]=h*r[c],e.set(c,c-1,h*i)}}for(s=0;s<t;s++)for(u=0;u<t;u++)n.set(s,u,s===u?1:0);for(c=d-1;c>=1;c--)if(0!==e.get(c,c-1)){for(s=c+1;s<=d;s++)r[s]=e.get(s,c-1);for(u=c;u<=d;u++){for(i=0,s=c;s<=d;s++)i+=r[s]*n.get(s,u);for(i=i/r[c]/e.get(c,c-1),s=c;s<=d;s++)n.set(s,u,n.get(s,u)+i*r[s])}}}function At(t,e,r,n,o){var i,a,s,u,c,h,d,f,l,g,v,p,y,m,w,x=t-1,b=t-1,E=Number.EPSILON,N=0,M=0,_=0,k=0,A=0,j=0,O=0,S=0;for(i=0;i<t;i++)for((i<0||i>b)&&(r[i]=o.get(i,i),e[i]=0),a=Math.max(i-1,0);a<t;a++)M+=Math.abs(o.get(i,a));for(;x>=0;){for(u=x;u>0&&(0===(j=Math.abs(o.get(u-1,u-1))+Math.abs(o.get(u,u)))&&(j=M),!(Math.abs(o.get(u,u-1))<E*j));)u--;if(u===x)o.set(x,x,o.get(x,x)+N),r[x]=o.get(x,x),e[x]=0,x--,S=0;else if(u===x-1){if(d=o.get(x,x-1)*o.get(x-1,x),k=(_=(o.get(x-1,x-1)-o.get(x,x))/2)*_+d,O=Math.sqrt(Math.abs(k)),o.set(x,x,o.get(x,x)+N),o.set(x-1,x-1,o.get(x-1,x-1)+N),f=o.get(x,x),k>=0){for(O=_>=0?_+O:_-O,r[x-1]=f+O,r[x]=r[x-1],0!==O&&(r[x]=f-d/O),e[x-1]=0,e[x]=0,_=(f=o.get(x,x-1))/(j=Math.abs(f)+Math.abs(O)),k=O/j,_/=A=Math.sqrt(_*_+k*k),k/=A,a=x-1;a<t;a++)O=o.get(x-1,a),o.set(x-1,a,k*O+_*o.get(x,a)),o.set(x,a,k*o.get(x,a)-_*O);for(i=0;i<=x;i++)O=o.get(i,x-1),o.set(i,x-1,k*O+_*o.get(i,x)),o.set(i,x,k*o.get(i,x)-_*O);for(i=0;i<=b;i++)O=n.get(i,x-1),n.set(i,x-1,k*O+_*n.get(i,x)),n.set(i,x,k*n.get(i,x)-_*O)}else r[x-1]=f+_,r[x]=f+_,e[x-1]=O,e[x]=-O;x-=2,S=0}else{if(f=o.get(x,x),l=0,d=0,u<x&&(l=o.get(x-1,x-1),d=o.get(x,x-1)*o.get(x-1,x)),10===S){for(N+=f,i=0;i<=x;i++)o.set(i,i,o.get(i,i)-f);f=l=.75*(j=Math.abs(o.get(x,x-1))+Math.abs(o.get(x-1,x-2))),d=-.4375*j*j}if(30===S&&(j=(j=(l-f)/2)*j+d)>0){for(j=Math.sqrt(j),l<f&&(j=-j),j=f-d/((l-f)/2+j),i=0;i<=x;i++)o.set(i,i,o.get(i,i)-j);N+=j,f=l=d=.964}for(S+=1,c=x-2;c>=u&&(_=((A=f-(O=o.get(c,c)))*(j=l-O)-d)/o.get(c+1,c)+o.get(c,c+1),k=o.get(c+1,c+1)-O-A-j,A=o.get(c+2,c+1),_/=j=Math.abs(_)+Math.abs(k)+Math.abs(A),k/=j,A/=j,c!==u)&&!(Math.abs(o.get(c,c-1))*(Math.abs(k)+Math.abs(A))<E*(Math.abs(_)*(Math.abs(o.get(c-1,c-1))+Math.abs(O)+Math.abs(o.get(c+1,c+1)))));)c--;for(i=c+2;i<=x;i++)o.set(i,i-2,0),i>c+2&&o.set(i,i-3,0);for(s=c;s<=x-1&&(m=s!==x-1,s!==c&&(_=o.get(s,s-1),k=o.get(s+1,s-1),A=m?o.get(s+2,s-1):0,0!==(f=Math.abs(_)+Math.abs(k)+Math.abs(A))&&(_/=f,k/=f,A/=f)),0!==f);s++)if(j=Math.sqrt(_*_+k*k+A*A),_<0&&(j=-j),0!==j){for(s!==c?o.set(s,s-1,-j*f):u!==c&&o.set(s,s-1,-o.get(s,s-1)),f=(_+=j)/j,l=k/j,O=A/j,k/=_,A/=_,a=s;a<t;a++)_=o.get(s,a)+k*o.get(s+1,a),m&&(_+=A*o.get(s+2,a),o.set(s+2,a,o.get(s+2,a)-_*O)),o.set(s,a,o.get(s,a)-_*f),o.set(s+1,a,o.get(s+1,a)-_*l);for(i=0;i<=Math.min(x,s+3);i++)_=f*o.get(i,s)+l*o.get(i,s+1),m&&(_+=O*o.get(i,s+2),o.set(i,s+2,o.get(i,s+2)-_*A)),o.set(i,s,o.get(i,s)-_),o.set(i,s+1,o.get(i,s+1)-_*k);for(i=0;i<=b;i++)_=f*n.get(i,s)+l*n.get(i,s+1),m&&(_+=O*n.get(i,s+2),n.set(i,s+2,n.get(i,s+2)-_*A)),n.set(i,s,n.get(i,s)-_),n.set(i,s+1,n.get(i,s+1)-_*k)}}}if(0!==M){for(x=t-1;x>=0;x--)if(_=r[x],0===(k=e[x]))for(u=x,o.set(x,x,1),i=x-1;i>=0;i--){for(d=o.get(i,i)-_,A=0,a=u;a<=x;a++)A+=o.get(i,a)*o.get(a,x);if(e[i]<0)O=d,j=A;else if(u=i,0===e[i]?o.set(i,x,0!==d?-A/d:-A/(E*M)):(f=o.get(i,i+1),l=o.get(i+1,i),h=(f*j-O*A)/(k=(r[i]-_)*(r[i]-_)+e[i]*e[i]),o.set(i,x,h),o.set(i+1,x,Math.abs(f)>Math.abs(O)?(-A-d*h)/f:(-j-l*h)/O)),E*(h=Math.abs(o.get(i,x)))*h>1)for(a=i;a<=x;a++)o.set(a,x,o.get(a,x)/h)}else if(k<0)for(u=x-1,Math.abs(o.get(x,x-1))>Math.abs(o.get(x-1,x))?(o.set(x-1,x-1,k/o.get(x,x-1)),o.set(x-1,x,-(o.get(x,x)-_)/o.get(x,x-1))):(w=jt(0,-o.get(x-1,x),o.get(x-1,x-1)-_,k),o.set(x-1,x-1,w[0]),o.set(x-1,x,w[1])),o.set(x,x-1,0),o.set(x,x,1),i=x-2;i>=0;i--){for(g=0,v=0,a=u;a<=x;a++)g+=o.get(i,a)*o.get(a,x-1),v+=o.get(i,a)*o.get(a,x);if(d=o.get(i,i)-_,e[i]<0)O=d,A=g,j=v;else if(u=i,0===e[i]?(w=jt(-g,-v,d,k),o.set(i,x-1,w[0]),o.set(i,x,w[1])):(f=o.get(i,i+1),l=o.get(i+1,i),p=(r[i]-_)*(r[i]-_)+e[i]*e[i]-k*k,y=2*(r[i]-_)*k,0===p&&0===y&&(p=E*M*(Math.abs(d)+Math.abs(k)+Math.abs(f)+Math.abs(l)+Math.abs(O))),w=jt(f*A-O*g+k*v,f*j-O*v-k*g,p,y),o.set(i,x-1,w[0]),o.set(i,x,w[1]),Math.abs(f)>Math.abs(O)+Math.abs(k)?(o.set(i+1,x-1,(-g-d*o.get(i,x-1)+k*o.get(i,x))/f),o.set(i+1,x,(-v-d*o.get(i,x)-k*o.get(i,x-1))/f)):(w=jt(-A-l*o.get(i,x-1),-j-l*o.get(i,x),O,k),o.set(i+1,x-1,w[0]),o.set(i+1,x,w[1]))),E*(h=Math.max(Math.abs(o.get(i,x-1)),Math.abs(o.get(i,x))))*h>1)for(a=i;a<=x;a++)o.set(a,x-1,o.get(a,x-1)/h),o.set(a,x,o.get(a,x)/h)}for(i=0;i<t;i++)if(i<0||i>b)for(a=i;a<t;a++)n.set(i,a,o.get(i,a));for(a=t-1;a>=0;a--)for(i=0;i<=b;i++){for(O=0,s=0;s<=Math.min(a,b);s++)O+=n.get(i,s)*o.get(s,a);n.set(i,a,O)}}}function jt(t,e,r,n){var o,i;return Math.abs(r)>Math.abs(n)?[(t+(o=n/r)*e)/(i=r+o*n),(e-o*t)/i]:[((o=r/n)*t+e)/(i=n+o*r),(o*e-t)/i]}var Ot=function(){function t(e){if(m(this,t),!(e=vt.checkMatrix(e)).isSymmetric())throw new Error("Matrix is not symmetric");var r,n,o,i=e,a=i.rows,s=new Z(a,a),u=!0;for(n=0;n<a;n++){var c=0;for(o=0;o<n;o++){var h=0;for(r=0;r<o;r++)h+=s.get(o,r)*s.get(n,r);h=(i.get(n,o)-h)/s.get(o,o),s.set(n,o,h),c+=h*h}for(c=i.get(n,n)-c,u&&(u=c>0),s.set(n,n,Math.sqrt(Math.max(c,0))),o=n+1;o<a;o++)s.set(n,o,0)}this.L=s,this.positiveDefinite=u}return w(t,[{key:"isPositiveDefinite",value:function(){return this.positiveDefinite}},{key:"solve",value:function(t){t=vt.checkMatrix(t);var e=this.L,r=e.rows;if(t.rows!==r)throw new Error("Matrix dimensions do not match");if(!1===this.isPositiveDefinite())throw new Error("Matrix is not positive definite");var 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e=Object.assign(Object.assign({},this.options),n),{width:o,height:i,center:a,divisions:s,startAngle:u=0,endAngle:c=2*Math.PI,angleRatio:h,ordering:d,clockwise:f,nodeSpacing:l,nodeSize:g}=e,v=r.getAllNodes(),p=r.getAllEdges(),[y,m,w]=$e(o,i,a),x=null==v?void 0:v.length;if(!x||1===x)return Ge(r,t,w);const b=(c-u)/x;let{radius:E,startRadius:N,endRadius:M}=e;if(l){const t=Ce(10,l),e=De(10,g);let r=-1/0;v.forEach((t=>{const n=e(t);r<n&&(r=n)}));let n=0;v.forEach(((e,o)=>{n+=0===o?r||10:(t(e)||0)+(r||10)})),E=n/(2*Math.PI)}else E||N||M?!N&&M?N=M:N&&!M&&(M=N):E=Math.min(m,y)/2;const _=b*h;let k=[];k="topology"===d?We(r,v):"topology-directed"===d?We(r,v,!0):"degree"===d?function(t,e){const r=[];return e.forEach(((t,e)=>{r.push(qe(t))})),r.sort(((e,r)=>t.getDegree(e.id,"both")-t.getDegree(r.id,"both"))),r}(r,v):v.map((t=>qe(t)));const A=Math.ceil(x/s);for(let t=0;t<x;++t){let e=E;e||null===N||null===M||(e=N+t*(M-N)/(x-1)),e||(e=10+100*t/(x-1));let 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0!==w[0].data[v]||(v="degree"),"degree"===v?w.sort(((t,e)=>r.getDegree(e.id,"both")-r.getDegree(t.id,"both"))):"id"===v?w.sort(((t,e)=>S(e.id)&&S(t.id)?e.id-t.id:`${t.id}`.localeCompare(`${e.id}`))):w.sort(((t,e)=>e.data[v]-t.data[v]));const x=f||"undefined"==typeof window?f:window.innerWidth,b=l||"undefined"==typeof window?l:window.innerHeight,E=m,N={rows:u,cols:c};if(null!=u&&null!=c)N.rows=u,N.cols=c;else if(null!=u&&null==c)N.rows=u,N.cols=Math.ceil(E/N.rows);else if(null==u&&null!=c)N.cols=c,N.rows=Math.ceil(E/N.cols);else{const t=Math.sqrt(E*b/x);N.rows=Math.round(t),N.cols=Math.round(x/b*t)}if(N.rows=Math.max(N.rows,1),N.cols=Math.max(N.cols,1),N.cols*N.rows>E){const t=ko(N),e=Ao(N);(t-1)*e>=E?ko(N,t-1):(e-1)*t>=E&&Ao(N,e-1)}else for(;N.cols*N.rows<E;){const t=ko(N),e=Ao(N);(e+1)*t>=E?Ao(N,e+1):ko(N,t+1)}let M=i?0:x/N.cols,_=i?0:b/N.rows;if(s||h){const t=Ce(10,h),e=De(30,d,!1);w.forEach((n=>{n.data.x&&n.data.y||(n.data.x=0,n.data.y=0);const o=r.getNode(n.id),[i,s]=Te(e(o)||30),u=void 0!==t?t(n):a,c=i+u,h=s+u;M=Math.max(M,c),_=Math.max(_,h)}))}const k={},A={row:0,col:0},j={};for(let t=0;t<w.length;t++){const e=w[t];let n;if(g&&(n=g(r.getNode(e.id))),n&&(void 0!==n.row||void 0!==n.col)){const t={row:n.row,col:n.col};if(void 0===t.col)for(t.col=0;jo(k,t);)t.col++;else if(void 0===t.row)for(t.row=0;jo(k,t);)t.row++;j[e.id]=t,Oo(k,t)}zo(e,o,M,_,j,N,A,k)}const O={nodes:w,edges:y};return t&&w.forEach((t=>{r.mergeNodeData(t.id,{x:t.data.x,y:t.data.y})})),O}))}},radial:class{constructor(t={}){this.options=t,this.id="radial",this.options=Object.assign(Object.assign({},To),t)}execute(t,r){return e(this,void 0,void 0,(function*(){return this.genericRadialLayout(!1,t,r)}))}assign(t,r){return e(this,void 0,void 0,(function*(){yield this.genericRadialLayout(!0,t,r)}))}genericRadialLayout(t,r,n){return e(this,void 0,void 0,(function*(){const e=Object.assign(Object.assign({},this.options),n),{width:o,height:i,center:a,focusNode:s,unitRadius:u,nodeSize:c,nodeSpacing:h,strictRadial:d,preventOverlap:f,maxPreventOverlapIteration:l,sortBy:g,linkDistance:v=50,sortStrength:p=10,maxIteration:y=1e3}=e,m=r.getAllNodes(),w=r.getAllEdges(),x=o||"undefined"==typeof window?o:window.innerWidth,b=i||"undefined"==typeof window?i:window.innerHeight,E=a||[x/2,b/2];if(!(null==m?void 0:m.length)||1===m.length)return Ge(r,t,E);let N=m[0];if(Ye(s)){for(let t=0;t<m.length;t++)if(m[t].id===s){N=m[t];break}}else N=s||m[0];const M=Lo(m,N.id),_=Or({nodes:m,edges:w},!1),k=jr(_),A=qo(k,M);Fo(k,M,A+1);const j=k[M];let O=x-E[0]>E[0]?E[0]:x-E[0],S=b-E[1]>E[1]?E[1]:b-E[1];0===O&&(O=x/2),0===S&&(S=b/2);const z=Math.min(O,S),R=Math.max(...j),I=[],P=u||z/R;j.forEach(((t,e)=>{I[e]=t*P}));const T=Co(m,k,v,I,P,g,p),C=Do(T),D=((t,e,r)=>{try{const r=kr.mul(kr.pow(e,2),-.5),n=r.mean("row"),o=r.mean("column"),i=r.mean();r.add(i).subRowVector(n).subColumnVector(o);const a=new Ar(r),s=kr.sqrt(a.diagonalMatrix).diagonal();return a.leftSingularVectors.toJSON().map((e=>kr.mul([e],[s]).toJSON()[0].splice(0,t)))}catch(t){const n=[];for(let t=0;t<e.length;t++){const t=Math.random()*r,e=Math.random()*r;n.push([t,e])}return n}})(v,T,v);let L,F=D.map((([t,e])=>({x:(isNaN(t)?Math.random()*v:t)-D[M][0],y:(isNaN(e)?Math.random()*v:e)-D[M][1]})));if(this.run(y,F,C,T,I,M),f){L=Le(c,h);const t={nodes:m,nodeSizeFunc:L,positions:F,radii:I,height:b,width:x,strictRadial:Boolean(d),focusIdx:M,iterations:l||200,k:F.length/4.5};F=((t,e)=>{const r=Object.assign(Object.assign({},Ro),e),{positions:n,iterations:o,width:i,k:a,speed:s=100,strictRadial:u,focusIdx:c,radii:h=[],nodeSizeFunc:d}=r,f=t.getAllNodes(),l=[],g=i/10;for(let t=0;t<o;t++)n.forEach(((t,e)=>{l[e]={x:0,y:0}})),Io(f,n,l,a,h,d),Po(n,l,s,u,c,g,i,h);return n})(r,t)}const q=[];F.forEach(((t,e)=>{const r=qe(m[e]);r.data.x=t.x+E[0],r.data.y=t.y+E[1],q.push(r)})),t&&q.forEach((t=>r.mergeNodeData(t.id,{x:t.data.x,y:t.data.y})));return{nodes:q,edges:w}}))}run(t,e,r,n,o,i){for(let a=0;a<=t;a++){const s=a/t;this.oneIteration(s,e,o,n,r,i)}}oneIteration(t,e,r,n,o,i){const a=1-t;e.forEach(((s,u)=>{const c=Sr(s,{x:0,y:0}),h=0===c?0:1/c;if(u===i)return;let d=0,f=0,l=0;e.forEach(((t,e)=>{if(u===e)return;const r=Sr(s,t),i=0===r?0:1/r,a=n[e][u];l+=o[u][e],d+=o[u][e]*(t.x+a*(s.x-t.x)*i),f+=o[u][e]*(t.y+a*(s.y-t.y)*i)}));const g=0===r[u]?0:1/r[u];l*=a,l+=t*g*g,d*=a,d+=t*g*s.x*h,s.x=d/l,f*=a,f+=t*g*s.y*h,s.y=f/l}))}},force:wr,d3force:Fn,"d3-force-3d":class extends Fn{constructor(){super(...arguments),this.id="d3-force-3d",this.config={inputNodeAttrs:["x","y","z","vx","vy","vz","fx","fy","fz"],outputNodeAttrs:["x","y","z","vx","vy","vz"],simulationAttrs:["alpha","alphaMin","alphaDecay","alphaTarget","velocityDecay","randomSource","numDimensions"]},this.forceMap={link:Wn,manyBody:ao,center:so,collide:fo,radial:lo,x:go,y:vo,z:po},this.options={numDimensions:3,link:{id:t=>t.id},manyBody:{},center:{x:0,y:0,z:0}}}initSimulation(){return io()}},fruchterman:class{constructor(t={}){this.options=t,this.id="fruchterman",this.timeInterval=0,this.running=!1,this.options=Object.assign(Object.assign({},Mo),t)}execute(t,r){return e(this,void 0,void 0,(function*(){return this.genericFruchtermanLayout(!1,t,r)}))}assign(t,r){return e(this,void 0,void 0,(function*(){yield this.genericFruchtermanLayout(!0,t,r)}))}stop(){this.timeInterval&&"undefined"!=typeof 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e={nodes:[Object.assign(Object.assign({},l[0]),{data:Object.assign(Object.assign({},l[0].data),{x:s[0],y:s[1],z:3===o?s[2]:void 0})})],edges:g};return this.lastResult=e,e}const v=l.map((t=>qe(t,[i,a]))),p=new c({nodes:v,edges:g}),y={};if(u&&v.forEach((t=>{const e=t.data[h];y[e]||(y[e]={name:e,cx:0,cy:0,count:0})})),this.lastLayoutNodes=v,this.lastLayoutEdges=g,this.lastAssign=t,this.lastGraph=p,this.lastOptions=e,this.lastClusterMap=y,"undefined"==typeof window)return;let m=0;return new Promise((n=>{this.timeInterval=window.setInterval((()=>{this.running?(this.runOneStep(p,y,e),t&&v.forEach((({id:t,data:e})=>r.mergeNodeData(t,{x:e.x,y:e.y,z:3===o?e.z:void 0}))),null==f||f({nodes:v,edges:g}),m++,m>=d&&(window.clearInterval(this.timeInterval),n({nodes:v,edges:g}))):n({nodes:v,edges:g})}),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:a}=e;return e.width=i||"undefined"==typeof window?i:window.innerWidth,e.height=a||"undefined"==typeof window?a:window.innerHeight,e.center=o||[e.width/2,e.height/2],e.clustering=r&&!!n,e}runOneStep(t,e,r){const{dimensions:n,height:o,width:i,gravity:a,center:s,speed:u,clustering:c,nodeClusterBy:h,clusterGravity:d}=r,f=o*i,l=Math.sqrt(f)/10,g=t.getAllNodes(),v=f/(g.length+1),p=Math.sqrt(v),y={};if(this.applyCalculate(t,y,p,v),c){for(const t in e)e[t].cx=0,e[t].cy=0,e[t].count=0;g.forEach((t=>{const{data:r}=t,n=e[r[h]];S(r.x)&&(n.cx+=r.x),S(r.y)&&(n.cy+=r.y),n.count++}));for(const t in e)e[t].cx/=e[t].count,e[t].cy/=e[t].count;const t=d||a;g.forEach(((r,n)=>{const{id:o,data:i}=r;if(!S(i.x)||!S(i.y))return;const a=e[i[h]],s=Math.sqrt((i.x-a.cx)*(i.x-a.cx)+(i.y-a.cy)*(i.y-a.cy)),u=p*t;y[o].x-=u*(i.x-a.cx)/s,y[o].y-=u*(i.y-a.cy)/s}))}g.forEach(((t,e)=>{const{id:r,data:o}=t;if(!S(o.x)||!S(o.y))return;const i=.01*p*a;y[r].x-=i*(o.x-s[0]),y[r].y-=i*(o.y-s[1]),3===n&&(y[r].z-=i*(o.z-s[2]))})),g.forEach(((e,r)=>{const{id:o,data:i}=e;if(S(i.fx)&&S(i.fy))return i.x=i.fx,i.y=i.fy,void(3===n&&(i.z=i.fz));if(!S(i.x)||!S(i.y))return;const a=Math.sqrt(y[o].x*y[o].x+y[o].y*y[o].y+(3===n?y[o].z*y[o].z:0));if(a>0){const e=Math.min(l*(u/800),a);t.mergeNodeData(o,{x:i.x+y[o].x/a*e,y:i.y+y[o].y/a*e,z:3===n?i.z+y[o].z/a*e:void 0})}}))}applyCalculate(t,e,r,n){this.calRepulsive(t,e,n),this.calAttractive(t,e,r)}calRepulsive(t,e,r){const n=t.getAllNodes();n.forEach((({data:t,id:o},i)=>{e[o]={x:0,y:0,z:0},n.forEach((({data:n,id:a},s)=>{if(i<=s||!S(t.x)||!S(n.x)||!S(t.y)||!S(n.y))return;let u=t.x-n.x,c=t.y-n.y,h=3===this.options.dimensions?t.z-n.z:0,d=u*u+c*c+h*h;0===d&&(d=1,u=.01,c=.01,h=.01);const f=r/d,l=u*f,g=c*f,v=h*f;e[o].x+=l,e[o].y+=g,e[a].x-=l,e[a].y-=g,3===this.options.dimensions&&(e[o].z+=v,e[a].z-=v)}))}))}calAttractive(t,e,r){t.getAllEdges().forEach((n=>{const{source:o,target:i}=n;if(!o||!i||o===i)return;const{data:a}=t.getNode(o),{data:s}=t.getNode(i);if(!(S(s.x)&&S(a.x)&&S(s.y)&&S(a.y)))return;const u=s.x-a.x,c=s.y-a.y,h=3===this.options.dimensions?s.z-a.z:0,d=Math.sqrt(u*u+c*c+h*h)/r,f=u*d,l=c*d,g=h*d;e[o].x+=f,e[o].y+=l,e[i].x-=f,e[i].y-=l,3===this.options.dimensions&&(e[o].z+=g,e[i].z-=g)}))}},forceAtlas2:class{constructor(t={}){this.options=t,this.id="forceAtlas2",this.options=Object.assign(Object.assign({},No),t)}execute(t,r){return e(this,void 0,void 0,(function*(){return this.genericForceAtlas2Layout(!1,t,r)}))}assign(t,r){return e(this,void 0,void 0,(function*(){yield this.genericForceAtlas2Layout(!0,t,r)}))}genericForceAtlas2Layout(t,r,n){return e(this,void 0,void 0,(function*(){const 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r=Object.assign(Object.assign({},this.options),t),{center:n,width:o,height:i,barnesHut:a,prune:s,maxIteration:u,kr:c,kg:h}=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===a&&e>250&&(r.barnesHut=!0),void 0===s&&e>100&&(r.prune=!0),0!==u||s?0===u&&s&&(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)),h||(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:a,barnesHut:s,onTick:u}=i,c=t.getAllNodes();let h=0,d=r;const f={},l={},g={};for(let e=0;e<c.length;e+=1){const{data:r,id:n}=c[e];if(f[n]=[0,0],s){const o={id:e,rx:r.x,ry:r.y,mass:1,g:a,degree:t.getDegree(n)};g[n]=new 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w=m,x=w;"linlog"===u&&(w=Math.log(1+m),x=w),s&&(w=m/v,x=m/p),a&&e<r&&m<=0?(w=0,x=0):a&&e<r&&m>0&&(w=m,x=m),o[d][0]+=w*y[0],o[f][0]-=x*y[0],o[d][1]+=w*y[1],o[f][1]-=x*y[1]}return o}getOptRepGraForces(t,e,r,n){const{kg:o,center:i,prune:a}=n,s=t.getAllNodes(),u=s.length;let c=9e10,h=-9e10,d=9e10,f=-9e10;for(let e=0;e<u;e+=1){const{id:n,data:o}=s[e];a&&t.getDegree(n)<=1||(r[n].setPos(o.x,o.y),o.x>=h&&(h=o.x),o.x<=c&&(c=o.x),o.y>=f&&(f=o.y),o.y<=d&&(d=o.y))}const l=Math.max(h-c,f-d),g=new bo({xmid:(h+c)/2,ymid:(f+d)/2,length:l,massCenter:i,mass:u}),v=new Eo(g);for(let e=0;e<u;e+=1){const{id:n}=s[e];a&&t.getDegree(n)<=1||r[n].in(g)&&v.insert(r[n])}for(let n=0;n<u;n+=1){const{id:u,data:c}=s[n],h=t.getDegree(u);if(a&&h<=1)continue;r[u].resetForce(),v.updateForce(r[u]),e[u][0]-=r[u].fx,e[u][1]-=r[u].fy;const d=[c.x-i[0],c.y-i[1]];let f=Math.hypot(d[0],d[1]);f=f<1e-4?1e-4:f,d[0]=d[0]/f,d[1]=d[1]/f;const l=o*(h+1);e[u][0]-=l*d[0],e[u][1]-=l*d[1]}return e}getRepGraForces(t,e,r,n,o,i,a){const{preventOverlap:s,kr:u,kg:c,center:h,prune:d}=a,f=t.getAllNodes(),l=f.length;for(let a=0;a<l;a+=1){const g=f[a],v=t.getDegree(g.id);for(let c=a+1;c<l;c+=1){const a=f[c],h=t.getDegree(a.id);if(d&&(v<=1||h<=1))continue;const l=[a.data.x-g.data.x,a.data.y-g.data.y];let p=Math.hypot(l[0],l[1]);p=p<1e-4?1e-4:p,l[0]=l[0]/p,l[1]=l[1]/p,s&&e<r&&(p=p-i[g.id]-i[a.id]);let y=u*(v+1)*(h+1)/p;s&&e<r&&p<0?y=o*(v+1)*(h+1):s&&e<r&&0===p?y=0:s&&e<r&&p>0&&(y=u*(v+1)*(h+1)/p),n[g.id][0]-=y*l[0],n[a.id][0]+=y*l[0],n[g.id][1]-=y*l[1],n[a.id][1]+=y*l[1]}const p=[g.data.x-h[0],g.data.y-h[1]],y=Math.hypot(p[0],p[1]);p[0]=p[0]/y,p[1]=p[1]/y;const m=c*(v+1);n[g.id][0]-=m*p[0],n[g.id][1]-=m*p[1]}return n}updatePos(t,e,r,n,o){const{ks:i,tao:a,prune:s,ksmax:u}=o,c=t.getAllNodes(),h=c.length,d=[],f=[];let l=0,g=0,v=n;for(let n=0;n<h;n+=1){const{id:o}=c[n],i=t.getDegree(o);if(s&&i<=1)continue;const a=[e[o][0]-r[o][0],e[o][1]-r[o][1]],u=Math.hypot(a[0],a[1]),h=[e[o][0]+r[o][0],e[o][1]+r[o][1]],v=Math.hypot(h[0],h[1]);d[n]=u,f[n]=v/2,l+=(i+1)*d[n],g+=(i+1)*f[n]}const p=v;v=a*g/l,0!==p&&(v=v>1.5*p?1.5*p:v);for(let r=0;r<h;r+=1){const{id:n,data:o}=c[r],a=t.getDegree(n);if(s&&a<=1)continue;if(S(o.fx)&&S(o.fy))continue;let h=i*v/(1+v*Math.sqrt(d[r])),f=Math.hypot(e[n][0],e[n][1]);f=f<1e-4?1e-4:f;const l=u/f;h=h>l?l:h;const g=h*e[n][0],p=h*e[n][1];t.mergeNodeData(n,{x:o.x+g,y:o.y+p})}return v}},dagre:wo,antvDagre:class{constructor(t={}){this.options=t,this.id="antv-dagre",this.options=Object.assign(Object.assign({},Ve),t)}execute(t,r){return e(this,void 0,void 0,(function*(){return this.genericDagreLayout(!1,t,r)}))}assign(t,r){return e(this,void 0,void 0,(function*(){yield this.genericDagreLayout(!0,t,r)}))}genericDagreLayout(t,r,n){return e(this,void 0,void 0,(function*(){const 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u;r&&(e.ranksep=we(s,{rankdir:i,ranksep:a}));try{u=he(s,e)}catch(t){if("Not possible to find intersection inside of the rectangle"===t.message)return void console.error("The following error may be caused by improper layer setting, please make sure your manual layer setting does not violate the graph's structure:\n",t);throw t}fe(t,s)})(x,{prevGraph:j,edgeLabelSpace:f,keepNodeOrder:!!g,nodeOrder:g||[],acyclicer:"greedy",ranker:l,rankdir:a,nodesep:u,align:i});const O=[0,0];if(v){let t=1/0,e=1/0;x.getAllNodes().forEach((r=>{t>r.data.x&&(t=r.data.x),e>r.data.y&&(e=r.data.y)})),x.getAllEdges().forEach((r=>{var n;null===(n=r.data.points)||void 0===n||n.forEach((r=>{t>r.x&&(t=r.x),e>r.y&&(e=r.y)}))})),O[0]=v[0]-t,O[1]=v[1]-e}const z="LR"===a||"RL"===a;if(y);else{const t=new Set,e="BT"===a||"RL"===a?(t,e)=>e-t:(t,e)=>t-e;x.getAllNodes().forEach((e=>{e.data.x=e.data.x+O[0],e.data.y=e.data.y+O[1],t.add(z?e.data.x:e.data.y)}));const 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e=v.get(t.id),n=g.get(t.id)||l.get(t.id),o={id:t.id,data:Object.assign(Object.assign({},t.data),{x:e.data.x||n.data.x,y:e.data.y||n.data.y,fx:e.data.fx||n.data.fx,fy:e.data.fy||n.data.fy,mass:e.data.mass||n.data.mass,size:e.data.size})};m.push(o),y.set(t.id,!0),isNaN(o.data.x)||0===o.data.x||isNaN(o.data.y)||0===o.data.y?(o.data.x=100*Math.random(),o.data.y=100*Math.random()):x=!1,zr(r,[t],(e=>{e.id!==t.id&&w.set(e.id,t.id)}),"TB",i)}));const b=[];let E;if(h.forEach((t=>{const e=w.get(t.source)||t.source,r=w.get(t.target)||t.target;e!==r&&y.has(e)&&y.has(r)&&b.push({id:t.id,source:e,target:r,data:{}})})),null==m?void 0:m.length){if(1===m.length)m[0].data.x=o[0],m[0].data.y=o[1];else{const t=new c({nodes:m,edges:b}),e=a||new wr;if(x&&Dr[e.id]){const e=m.length<100?new Ir:new Je;yield e.assign(t)}const r=Object.assign({center:o,kg:5,preventOverlap:!0,animate:!1},"force"===e.id?{gravity:1,factor:4,linkDistance:(t,e,r)=>(Math.max(...e.data.size)||32)/2+(Math.max(...r.data.size)||32)/2+200}:{});E=yield Fr(e,t,r)}v.forEach((t=>{var e;const r=E.nodes.find((e=>e.id===t.id));if(r){const{x:e,y:n}=r.data;t.data.visited=!0,t.data.x=e,t.data.y=n,f.push({id:t.id,data:{x:e,y:n}})}const{x:n,y:o}=t.data;null===(e=t.data.nodes)||void 0===e||e.forEach((t=>{f.push({id:t.id,data:{x:t.data.x+n,y:t.data.y+o}})}))})),v.forEach((({data:t})=>{const{x:e,y:r,visited:n,nodes:o}=t;null==o||o.forEach((t=>{if(!n){const n=f.find((e=>e.id===t.id));n.data.x+=e||0,n.data.y+=r||0}}))}))}t&&f.forEach((t=>{r.mergeNodeData(t.id,{x:t.data.x,y:t.data.y})}));return{nodes:f,edges:h}}))}initVals(t){const e=Object.assign({},t),{nodeSize:r,spacing:n,comboPadding:o}=t;let i,a,s;if(a=S(n)?()=>n:Ie(n)?n:()=>0,e.spacing=a,r)if(Ie(r))i=t=>{const e=r(t),n=a(t);if(He(t.size)){return((t.size[0]>t.size[1]?t.size[0]:t.size[1])+n)/2}return((e||32)+n)/2};else if(He(r)){const t=(r[0]>r[1]?r[0]:r[1])/2;i=e=>t+a(e)/2}else{const t=r/2;i=e=>t+a(e)/2}else i=t=>{const e=a(t);if(t.size){if(He(t.size)){return((t.size[0]>t.size[1]?t.size[0]:t.size[1])+e)/2}if(Pe(t.size)){return((t.size.width>t.size.height?t.size.width:t.size.height)+e)/2}return(t.size+e)/2}return 32+e/2};return e.nodeSize=i,s=S(o)?()=>o:He(o)?()=>Math.max.apply(null,o):Ie(o)?o:()=>0,e.comboPadding=s,e}getInnerGraphs(t,r,n,o,i,a,s){const{nodeSize:u,comboPadding:h,spacing:d,innerLayout:f}=a,l=f||new Je({}),g={center:[0,0],preventOverlap:!0,nodeSpacing:d},v=[],p=t=>{let e=(null==h?void 0:h(t))||10;return He(e)&&(e=Math.max(...e)),{size:e?[2*e,2*e]:[30,30],padding:e}};return t.getRoots(r).forEach((a=>{s.set(a.id,{id:a.id,data:{nodes:[],size:p(a).size}});let h=Promise.resolve();zr(t,[a],(a=>{var d;if(!a.data._isCombo)return;const{size:f,padding:v}=p(a);if(null===(d=t.getChildren(a.id,r))||void 0===d?void 0:d.length){const d=s.get(a.id);s.set(a.id,{id:a.id,data:Object.assign({nodes:[]},null==d?void 0:d.data)});const f=new Map,p=t.getChildren(a.id,r).map((t=>{if(t.data._isCombo)return s.has(t.id)||s.set(t.id,{id:t.id,data:Object.assign({},t.data)}),f.set(t.id,!0),s.get(t.id);const e=n.get(t.id)||o.get(t.id);return f.set(t.id,!0),{id:t.id,data:Object.assign(Object.assign({},e.data),t.data)}})),y={nodes:p,edges:i.filter((t=>f.has(t.source)&&f.has(t.target)))};let m=1/0;p.forEach((t=>{var e;let{size:r}=t.data;r||(r=(null===(e=s.get(t.id))||void 0===e?void 0:e.data.size)||(null==u?void 0:u(t))||[30,30]),S(r)&&(r=[r,r]);const[n,o]=r;m>n&&(m=n),m>o&&(m=o),t.data.size=r})),h=h.then((()=>e(this,void 0,void 0,(function*(){const t=new c(y);yield Fr(l,t,g,!0);const{minX:e,minY:r,maxX:n,maxY:o}=(t=>{let e=1/0,r=1/0,n=-1/0,o=-1/0;return t.forEach((t=>{let i=t.data.size;He(i)?1===i.length&&(i=[i[0],i[0]]):S(i)?i=[i,i]:(void 0===i||isNaN(i))&&(i=[30,30]);const a=[i[0]/2,i[1]/2],s=t.data.x-a[0],u=t.data.x+a[0],c=t.data.y-a[1],h=t.data.y+a[1];e>s&&(e=s),r>c&&(r=c),n<u&&(n=u),o<h&&(o=h)})),{minX:e,minY:r,maxX:n,maxY:o}})(p),i=(n+e)/2,u=(o+r)/2;y.nodes.forEach((t=>{t.data.x-=i,t.data.y-=u}));const h=[Math.max(n-e,m)+2*v,Math.max(o-r,m)+2*v];s.get(a.id).data.size=h,s.get(a.id).data.nodes=p}))))}else s.set(a.id,{id:a.id,data:Object.assign(Object.assign({},a.data),{size:f})});return!0}),"BT",r),v.push(h)})),v}}};let Go;m({stopLayout(){(null==Go?void 0:Go.stop)&&Go.stop()},calculateLayout(t,r){return e(this,void 0,void 0,(function*(){const{layout:{id:e,options:n,iterations:o},nodes:i,edges:a}=t,s=new c({nodes:i,edges:a}),u=Bo[e];if(!u)throw new Error(`Unknown layout id: ${e}`);Go=new u(n);let h=yield Go.execute(s);return Cr(Go)&&(Go.stop(),h=Go.tick(o)),[h,r]}))}})}()}();
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