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<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<title>Classical ML Equations in LaTeX</title>
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Array(3).concat("fc8d59ffffbf91bfdb","d7191cfdae61abd9e92c7bb6","d7191cfdae61ffffbfabd9e92c7bb6","d73027fc8d59fee090e0f3f891bfdb4575b4","d73027fc8d59fee090ffffbfe0f3f891bfdb4575b4","d73027f46d43fdae61fee090e0f3f8abd9e974add14575b4","d73027f46d43fdae61fee090ffffbfe0f3f8abd9e974add14575b4","a50026d73027f46d43fdae61fee090e0f3f8abd9e974add14575b4313695","a50026d73027f46d43fdae61fee090ffffbfe0f3f8abd9e974add14575b4313695").map(bb);const $b=Mb(qb);var Wb=new Array(3).concat("fc8d59ffffbf91cf60","d7191cfdae61a6d96a1a9641","d7191cfdae61ffffbfa6d96a1a9641","d73027fc8d59fee08bd9ef8b91cf601a9850","d73027fc8d59fee08bffffbfd9ef8b91cf601a9850","d73027f46d43fdae61fee08bd9ef8ba6d96a66bd631a9850","d73027f46d43fdae61fee08bffffbfd9ef8ba6d96a66bd631a9850","a50026d73027f46d43fdae61fee08bd9ef8ba6d96a66bd631a9850006837","a50026d73027f46d43fdae61fee08bffffbfd9ef8ba6d96a66bd631a9850006837").map(bb);const Hb=Mb(Wb);var Vb=new Array(3).concat("fc8d59ffffbf99d594","d7191cfdae61abdda42b83ba","d7191cfdae61ffffbfabdda42b83ba","d53e4ffc8d59fee08be6f59899d5943288bd","d53e4ffc8d59fee08bffffbfe6f59899d5943288bd","d53e4ff46d43fdae61fee08be6f598abdda466c2a53288bd","d53e4ff46d43fdae61fee08bffffbfe6f598abdda466c2a53288bd","9e0142d53e4ff46d43fdae61fee08be6f598abdda466c2a53288bd5e4fa2","9e0142d53e4ff46d43fdae61fee08bffffbfe6f598abdda466c2a53288bd5e4fa2").map(bb);const Gb=Mb(Vb);var Xb=new Array(3).concat("e5f5f999d8c92ca25f","edf8fbb2e2e266c2a4238b45","edf8fbb2e2e266c2a42ca25f006d2c","edf8fbccece699d8c966c2a42ca25f006d2c","edf8fbccece699d8c966c2a441ae76238b45005824","f7fcfde5f5f9ccece699d8c966c2a441ae76238b45005824","f7fcfde5f5f9ccece699d8c966c2a441ae76238b45006d2c00441b").map(bb);const Zb=Mb(Xb);var Kb=new Array(3).concat("e0ecf49ebcda8856a7","edf8fbb3cde38c96c688419d","edf8fbb3cde38c96c68856a7810f7c","edf8fbbfd3e69ebcda8c96c68856a7810f7c","edf8fbbfd3e69ebcda8c96c68c6bb188419d6e016b","f7fcfde0ecf4bfd3e69ebcda8c96c68c6bb188419d6e016b","f7fcfde0ecf4bfd3e69ebcda8c96c68c6bb188419d810f7c4d004b").map(bb);const Qb=Mb(Kb);var Jb=new Array(3).concat("e0f3dba8ddb543a2ca","f0f9e8bae4bc7bccc42b8cbe","f0f9e8bae4bc7bccc443a2ca0868ac","f0f9e8ccebc5a8ddb57bccc443a2ca0868ac","f0f9e8ccebc5a8ddb57bccc44eb3d32b8cbe08589e","f7fcf0e0f3dbccebc5a8ddb57bccc44eb3d32b8cbe08589e","f7fcf0e0f3dbccebc5a8ddb57bccc44eb3d32b8cbe0868ac084081").map(bb);const tx=Mb(Jb);var ex=new Array(3).concat("fee8c8fdbb84e34a33","fef0d9fdcc8afc8d59d7301f","fef0d9fdcc8afc8d59e34a33b30000","fef0d9fdd49efdbb84fc8d59e34a33b30000","fef0d9fdd49efdbb84fc8d59ef6548d7301f990000","fff7ecfee8c8fdd49efdbb84fc8d59ef6548d7301f990000","fff7ecfee8c8fdd49efdbb84fc8d59ef6548d7301fb300007f0000").map(bb);const nx=Mb(ex);var rx=new Array(3).concat("ece2f0a6bddb1c9099","f6eff7bdc9e167a9cf02818a","f6eff7bdc9e167a9cf1c9099016c59","f6eff7d0d1e6a6bddb67a9cf1c9099016c59","f6eff7d0d1e6a6bddb67a9cf3690c002818a016450","fff7fbece2f0d0d1e6a6bddb67a9cf3690c002818a016450","fff7fbece2f0d0d1e6a6bddb67a9cf3690c002818a016c59014636").map(bb);const ix=Mb(rx);var ax=new Array(3).concat("ece7f2a6bddb2b8cbe","f1eef6bdc9e174a9cf0570b0","f1eef6bdc9e174a9cf2b8cbe045a8d","f1eef6d0d1e6a6bddb74a9cf2b8cbe045a8d","f1eef6d0d1e6a6bddb74a9cf3690c00570b0034e7b","fff7fbece7f2d0d1e6a6bddb74a9cf3690c00570b0034e7b","fff7fbece7f2d0d1e6a6bddb74a9cf3690c00570b0045a8d023858").map(bb);const ox=Mb(ax);var sx=new Array(3).concat("e7e1efc994c7dd1c77","f1eef6d7b5d8df65b0ce1256","f1eef6d7b5d8df65b0dd1c77980043","f1eef6d4b9dac994c7df65b0dd1c77980043","f1eef6d4b9dac994c7df65b0e7298ace125691003f","f7f4f9e7e1efd4b9dac994c7df65b0e7298ace125691003f","f7f4f9e7e1efd4b9dac994c7df65b0e7298ace125698004367001f").map(bb);const cx=Mb(sx);var lx=new Array(3).concat("fde0ddfa9fb5c51b8a","feebe2fbb4b9f768a1ae017e","feebe2fbb4b9f768a1c51b8a7a0177","feebe2fcc5c0fa9fb5f768a1c51b8a7a0177","feebe2fcc5c0fa9fb5f768a1dd3497ae017e7a0177","fff7f3fde0ddfcc5c0fa9fb5f768a1dd3497ae017e7a0177","fff7f3fde0ddfcc5c0fa9fb5f768a1dd3497ae017e7a017749006a").map(bb);const ux=Mb(lx);var hx=new Array(3).concat("edf8b17fcdbb2c7fb8","ffffcca1dab441b6c4225ea8","ffffcca1dab441b6c42c7fb8253494","ffffccc7e9b47fcdbb41b6c42c7fb8253494","ffffccc7e9b47fcdbb41b6c41d91c0225ea80c2c84","ffffd9edf8b1c7e9b47fcdbb41b6c41d91c0225ea80c2c84","ffffd9edf8b1c7e9b47fcdbb41b6c41d91c0225ea8253494081d58").map(bb);const fx=Mb(hx);var dx=new Array(3).concat("f7fcb9addd8e31a354","ffffccc2e69978c679238443","ffffccc2e69978c67931a354006837","ffffccd9f0a3addd8e78c67931a354006837","ffffccd9f0a3addd8e78c67941ab5d238443005a32","ffffe5f7fcb9d9f0a3addd8e78c67941ab5d238443005a32","ffffe5f7fcb9d9f0a3addd8e78c67941ab5d238443006837004529").map(bb);const px=Mb(dx);var gx=new Array(3).concat("fff7bcfec44fd95f0e","ffffd4fed98efe9929cc4c02","ffffd4fed98efe9929d95f0e993404","ffffd4fee391fec44ffe9929d95f0e993404","ffffd4fee391fec44ffe9929ec7014cc4c028c2d04","ffffe5fff7bcfee391fec44ffe9929ec7014cc4c028c2d04","ffffe5fff7bcfee391fec44ffe9929ec7014cc4c02993404662506").map(bb);const yx=Mb(gx);var mx=new Array(3).concat("ffeda0feb24cf03b20","ffffb2fecc5cfd8d3ce31a1c","ffffb2fecc5cfd8d3cf03b20bd0026","ffffb2fed976feb24cfd8d3cf03b20bd0026","ffffb2fed976feb24cfd8d3cfc4e2ae31a1cb10026","ffffccffeda0fed976feb24cfd8d3cfc4e2ae31a1cb10026","ffffccffeda0fed976feb24cfd8d3cfc4e2ae31a1cbd0026800026").map(bb);const vx=Mb(mx);var bx=new Array(3).concat("deebf79ecae13182bd","eff3ffbdd7e76baed62171b5","eff3ffbdd7e76baed63182bd08519c","eff3ffc6dbef9ecae16baed63182bd08519c","eff3ffc6dbef9ecae16baed64292c62171b5084594","f7fbffdeebf7c6dbef9ecae16baed64292c62171b5084594","f7fbffdeebf7c6dbef9ecae16baed64292c62171b508519c08306b").map(bb);const xx=Mb(bx);var _x=new Array(3).concat("e5f5e0a1d99b31a354","edf8e9bae4b374c476238b45","edf8e9bae4b374c47631a354006d2c","edf8e9c7e9c0a1d99b74c47631a354006d2c","edf8e9c7e9c0a1d99b74c47641ab5d238b45005a32","f7fcf5e5f5e0c7e9c0a1d99b74c47641ab5d238b45005a32","f7fcf5e5f5e0c7e9c0a1d99b74c47641ab5d238b45006d2c00441b").map(bb);const kx=Mb(_x);var wx=new Array(3).concat("f0f0f0bdbdbd636363","f7f7f7cccccc969696525252","f7f7f7cccccc969696636363252525","f7f7f7d9d9d9bdbdbd969696636363252525","f7f7f7d9d9d9bdbdbd969696737373525252252525","fffffff0f0f0d9d9d9bdbdbd969696737373525252252525","fffffff0f0f0d9d9d9bdbdbd969696737373525252252525000000").map(bb);const Cx=Mb(wx);var Tx=new Array(3).concat("efedf5bcbddc756bb1","f2f0f7cbc9e29e9ac86a51a3","f2f0f7cbc9e29e9ac8756bb154278f","f2f0f7dadaebbcbddc9e9ac8756bb154278f","f2f0f7dadaebbcbddc9e9ac8807dba6a51a34a1486","fcfbfdefedf5dadaebbcbddc9e9ac8807dba6a51a34a1486","fcfbfdefedf5dadaebbcbddc9e9ac8807dba6a51a354278f3f007d").map(bb);const Ex=Mb(Tx);var Sx=new Array(3).concat("fee0d2fc9272de2d26","fee5d9fcae91fb6a4acb181d","fee5d9fcae91fb6a4ade2d26a50f15","fee5d9fcbba1fc9272fb6a4ade2d26a50f15","fee5d9fcbba1fc9272fb6a4aef3b2ccb181d99000d","fff5f0fee0d2fcbba1fc9272fb6a4aef3b2ccb181d99000d","fff5f0fee0d2fcbba1fc9272fb6a4aef3b2ccb181da50f1567000d").map(bb);const Ax=Mb(Sx);var Ox=new Array(3).concat("fee6cefdae6be6550d","feeddefdbe85fd8d3cd94701","feeddefdbe85fd8d3ce6550da63603","feeddefdd0a2fdae6bfd8d3ce6550da63603","feeddefdd0a2fdae6bfd8d3cf16913d948018c2d04","fff5ebfee6cefdd0a2fdae6bfd8d3cf16913d948018c2d04","fff5ebfee6cefdd0a2fdae6bfd8d3cf16913d94801a636037f2704").map(bb);const Mx=Mb(Ox);function jx(t){return t=Math.max(0,Math.min(1,t)),"rgb("+Math.max(0,Math.min(255,Math.round(-4.54-t*(35.34-t*(2381.73-t*(6402.7-t*(7024.72-2710.57*t)))))))+", "+Math.max(0,Math.min(255,Math.round(32.49+t*(170.73+t*(52.82-t*(131.46-t*(176.58-67.37*t)))))))+", "+Math.max(0,Math.min(255,Math.round(81.24+t*(442.36-t*(2482.43-t*(6167.24-t*(6614.94-2475.67*t)))))))+")"}const Dx=Wp(Wa(300,.5,0),Wa(-240,.5,1));var Nx=Wp(Wa(-100,.75,.35),Wa(80,1.5,.8)),Bx=Wp(Wa(260,.75,.35),Wa(80,1.5,.8)),Lx=Wa();function Ix(t){(t<0||t>1)&&(t-=Math.floor(t));var e=Math.abs(t-.5);return Lx.h=360*t-100,Lx.s=1.5-1.5*e,Lx.l=.8-.9*e,Lx+""}var Rx=Ke(),Fx=Math.PI/3,Px=2*Math.PI/3;function zx(t){var e;return t=(.5-t)*Math.PI,Rx.r=255*(e=Math.sin(t))*e,Rx.g=255*(e=Math.sin(t+Fx))*e,Rx.b=255*(e=Math.sin(t+Px))*e,Rx+""}function Yx(t){return t=Math.max(0,Math.min(1,t)),"rgb("+Math.max(0,Math.min(255,Math.round(34.61+t*(1172.33-t*(10793.56-t*(33300.12-t*(38394.49-14825.05*t)))))))+", "+Math.max(0,Math.min(255,Math.round(23.31+t*(557.33+t*(1225.33-t*(3574.96-t*(1073.77+707.56*t)))))))+", "+Math.max(0,Math.min(255,Math.round(27.2+t*(3211.1-t*(15327.97-t*(27814-t*(22569.18-6838.66*t)))))))+")"}function Ux(t){var e=t.length;return function(n){return 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72:r.setCssClass(a[s-1],a[s])}},table:[{3:1,4:2,5:3,6:4,7:e,8:n,9:r,10:i,11:5,12:10,18:a,22:o},{1:[3]},{1:[2,1]},{1:[2,2]},{3:13,4:2,5:3,6:4,7:e,8:n,9:r,10:i,11:5,12:10,18:a,22:o},{1:[2,8]},t(s,[2,4]),t(s,[2,5]),t(s,[2,6]),t(s,[2,7]),{13:14,19:[1,15]},{15:[1,16]},{19:[2,11]},{1:[2,3]},{14:17,16:[1,18],21:c},t([16,21],[2,12]),{5:29,6:28,7:e,8:n,9:r,10:i,12:10,18:a,23:20,25:21,26:30,27:39,28:40,30:22,32:23,33:24,34:25,35:26,36:27,37:l,42:u,44:h,45:f,56:d,57:p,59:g,63:y,77:m,78:v,79:b,80:x},{15:[1,45]},{17:46,20:[1,47]},{15:[2,14]},{24:[1,48]},{15:[1,49],24:[2,16]},t(_,[2,24],{31:[1,50]}),t(_,[2,26]),t(_,[2,27]),t(_,[2,28]),t(_,[2,29]),t(_,[2,30]),t(_,[2,31]),t(_,[2,32]),t(_,[2,40],{46:51,48:54,49:55,31:[1,53],47:[1,52],50:k,51:w,52:C,53:T,54:E,55:S}),{26:62,27:39,28:40,77:m,78:v,79:b,80:x},t(_,[2,42]),t(_,[2,43]),{27:63,77:m,78:v,79:b},{26:64,27:39,28:40,77:m,78:v,79:b,80:x},{26:65,27:39,28:40,77:m,78:v,79:b,80:x},{26:66,27:39,28:40,77:m,78:v,79:b,80:x},{47:[1,67]},t(A,[2,19],{27:39,28:40,26:68,29:[1,69],77:m,78:v,79:b,80:x}),t(A,[2,20],{29:[1,70]}),t(O,[2,86]),t(O,[2,87]),t(O,[2,88]),t([15,24,29,31,38,39,47,50,51,52,53,54,55,60,62],[2,89]),t(M,[2,9]),{14:71,21:c},{21:[2,13]},{1:[2,15]},{5:29,6:28,7:e,8:n,9:r,10:i,12:10,18:a,23:72,24:[2,17],25:21,26:30,27:39,28:40,30:22,32:23,33:24,34:25,35:26,36:27,37:l,42:u,44:h,45:f,56:d,57:p,59:g,63:y,77:m,78:v,79:b,80:x},t(_,[2,25]),{26:73,27:39,28:40,47:[1,74],77:m,78:v,79:b,80:x},{46:75,48:54,49:55,50:k,51:w,52:C,53:T,54:E,55:S},t(_,[2,41]),{49:76,54:E,55:S},t(j,[2,51],{48:77,50:k,51:w,52:C,53:T}),t(D,[2,52]),t(D,[2,53]),t(D,[2,54]),t(D,[2,55]),t(N,[2,56]),t(N,[2,57]),t(_,[2,33],{38:[1,78],39:[1,79]}),{43:[1,80]},{47:[1,81]},{47:[1,82]},{60:[1,83],62:[1,84]},{27:85,77:m,78:v,79:b},t(A,[2,21]),t(A,[2,22]),t(A,[2,23]),{15:[1,86]},{24:[2,18]},t(B,[2,44]),{26:87,27:39,28:40,77:m,78:v,79:b,80:x},{26:88,27:39,28:40,47:[1,89],77:m,78:v,79:b,80:x},t(j,[2,50],{48:90,50:k,51:w,52:C,53:T}),t(j,[2,49]),{27:91,77:m,78:v,79:b},{40:92,44:L},{26:94,27:39,28:40,77:m,78:v,79:b,80:x},t(_,[2,58],{47:[1,95]}),t(_,[2,60],{47:[1,97],58:[1,96]}),t(_,[2,64],{47:[1,98],61:[1,99]}),t(_,[2,68],{47:[1,101],58:[1,100]}),t(_,[2,72]),t(M,[2,10]),t(B,[2,46]),t(B,[2,45]),{26:102,27:39,28:40,77:m,78:v,79:b,80:x},t(j,[2,48]),t(_,[2,34],{39:[1,103]}),{41:[1,104]},{40:105,41:[2,38],44:L},t(_,[2,37]),t(_,[2,59]),t(_,[2,61]),t(_,[2,62],{58:[1,106]}),t(_,[2,65]),t(_,[2,66],{47:[1,107]}),t(_,[2,69]),t(_,[2,70],{58:[1,108]}),t(B,[2,47]),{40:109,44:L},t(_,[2,35]),{41:[2,39]},t(_,[2,63]),t(_,[2,67]),t(_,[2,71]),{41:[1,110]},t(_,[2,36])],defaultActions:{2:[2,1],3:[2,2],5:[2,8],12:[2,11],13:[2,3],19:[2,14],47:[2,13],48:[2,15],72:[2,18],105:[2,39]},parseError:function(t,e){if(!e.recoverable){var n=new Error(t);throw n.hash=e,n}this.trace(t)},parse:function(t){var e=this,n=[0],r=[],i=[null],a=[],o=this.table,s="",c=0,l=0,u=0,h=2,f=1,d=a.slice.call(arguments,1),p=Object.create(this.lexer),g={yy:{}};for(var y in this.yy)Object.prototype.hasOwnProperty.call(this.yy,y)&&(g.yy[y]=this.yy[y]);p.setInput(t,g.yy),g.yy.lexer=p,g.yy.parser=this,void 0===p.yylloc&&(p.yylloc={});var m=p.yylloc;a.push(m);var v=p.options&&p.options.ranges;function b(){var t;return"number"!=typeof(t=r.pop()||p.lex()||f)&&(t instanceof Array&&(t=(r=t).pop()),t=e.symbols_[t]||t),t}"function"==typeof g.yy.parseError?this.parseError=g.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;for(var x,_,k,w,C,T,E,S,A,O={};;){if(k=n[n.length-1],this.defaultActions[k]?w=this.defaultActions[k]:(null==x&&(x=b()),w=o[k]&&o[k][x]),void 0===w||!w.length||!w[0]){var M="";for(T in A=[],o[k])this.terminals_[T]&&T>h&&A.push("'"+this.terminals_[T]+"'");M=p.showPosition?"Parse error on line "+(c+1)+":\n"+p.showPosition()+"\nExpecting "+A.join(", ")+", got '"+(this.terminals_[x]||x)+"'":"Parse error on line "+(c+1)+": Unexpected "+(x==f?"end of input":"'"+(this.terminals_[x]||x)+"'"),this.parseError(M,{text:p.match,token:this.terminals_[x]||x,line:p.yylineno,loc:m,expected:A})}if(w[0]instanceof Array&&w.length>1)throw new Error("Parse Error: multiple actions possible at state: "+k+", token: "+x);switch(w[0]){case 1:n.push(x),i.push(p.yytext),a.push(p.yylloc),n.push(w[1]),x=null,_?(x=_,_=null):(l=p.yyleng,s=p.yytext,c=p.yylineno,m=p.yylloc,u>0&&u--);break;case 2:if(E=this.productions_[w[1]][1],O.$=i[i.length-E],O._$={first_line:a[a.length-(E||1)].first_line,last_line:a[a.length-1].last_line,first_column:a[a.length-(E||1)].first_column,last_column:a[a.length-1].last_column},v&&(O._$.range=[a[a.length-(E||1)].range[0],a[a.length-1].range[1]]),void 0!==(C=this.performAction.apply(O,[s,l,c,g.yy,w[1],i,a].concat(d))))return C;E&&(n=n.slice(0,-1*E*2),i=i.slice(0,-1*E),a=a.slice(0,-1*E)),n.push(this.productions_[w[1]][0]),i.push(O.$),a.push(O._$),S=o[n[n.length-2]][n[n.length-1]],n.push(S);break;case 3:return!0}}return!0}},R={EOF:1,parseError:function(t,e){if(!this.yy.parser)throw new Error(t);this.yy.parser.parseError(t,e)},setInput:function(t,e){return this.yy=e||this.yy||{},this._input=t,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var t=this._input[0];return this.yytext+=t,this.yyleng++,this.offset++,this.match+=t,this.matched+=t,t.match(/(?:\r\n?|\n).*/g)?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),t},unput:function(t){var e=t.length,n=t.split(/(?:\r\n?|\n)/g);this._input=t+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-e),this.offset-=e;var r=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),n.length-1&&(this.yylineno-=n.length-1);var i=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:n?(n.length===r.length?this.yylloc.first_column:0)+r[r.length-n.length].length-n[0].length:this.yylloc.first_column-e},this.options.ranges&&(this.yylloc.range=[i[0],i[0]+this.yyleng-e]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){return this.options.backtrack_lexer?(this._backtrack=!0,this):this.parseError("Lexical error on line "+(this.yylineno+1)+". You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).\n"+this.showPosition(),{text:"",token:null,line:this.yylineno})},less:function(t){this.unput(this.match.slice(t))},pastInput:function(){var t=this.matched.substr(0,this.matched.length-this.match.length);return(t.length>20?"...":"")+t.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var t=this.match;return t.length<20&&(t+=this._input.substr(0,20-t.length)),(t.substr(0,20)+(t.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var t=this.pastInput(),e=new Array(t.length+1).join("-");return t+this.upcomingInput()+"\n"+e+"^"},test_match:function(t,e){var n,r,i;if(this.options.backtrack_lexer&&(i={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(i.yylloc.range=this.yylloc.range.slice(0))),(r=t[0].match(/(?:\r\n?|\n).*/g))&&(this.yylineno+=r.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:r?r[r.length-1].length-r[r.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+t[0].length},this.yytext+=t[0],this.match+=t[0],this.matches=t,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(t[0].length),this.matched+=t[0],n=this.performAction.call(this,this.yy,this,e,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),n)return n;if(this._backtrack){for(var a in i)this[a]=i[a];return!1}return!1},next:function(){if(this.done)return this.EOF;var t,e,n,r;this._input||(this.done=!0),this._more||(this.yytext="",this.match="");for(var i=this._currentRules(),a=0;a<i.length;a++)if((n=this._input.match(this.rules[i[a]]))&&(!e||n[0].length>e[0].length)){if(e=n,r=a,this.options.backtrack_lexer){if(!1!==(t=this.test_match(n,i[a])))return t;if(this._backtrack){e=!1;continue}return!1}if(!this.options.flex)break}return e?!1!==(t=this.test_match(e,i[r]))&&t:""===this._input?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+". Unrecognized text.\n"+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var t=this.next();return t||this.lex()},begin:function(t){this.conditionStack.push(t)},popState:function(){return this.conditionStack.length-1>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(t){return(t=this.conditionStack.length-1-Math.abs(t||0))>=0?this.conditionStack[t]:"INITIAL"},pushState:function(t){this.begin(t)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(t,e,n,r){switch(n){case 0:return this.begin("open_directive"),18;case 1:return 7;case 2:return 8;case 3:return 9;case 4:return 10;case 5:return this.begin("type_directive"),19;case 6:return this.popState(),this.begin("arg_directive"),16;case 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47:case 48:case 49:return 58;case 50:case 51:return 51;case 52:case 53:return 53;case 54:return 52;case 55:return 50;case 56:return 54;case 57:return 55;case 58:return 31;case 59:return 38;case 60:return 75;case 61:return"DOT";case 62:return"PLUS";case 63:return 72;case 64:case 65:return"EQUALS";case 66:return 79;case 67:return"PUNCTUATION";case 68:return 78;case 69:return 77;case 70:return 74;case 71:return 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n=new Error(t);throw n.hash=e,n}this.trace(t)},parse:function(t){var e=this,n=[0],r=[],i=[null],a=[],o=this.table,s="",c=0,l=0,u=0,h=2,f=1,d=a.slice.call(arguments,1),p=Object.create(this.lexer),g={yy:{}};for(var y in this.yy)Object.prototype.hasOwnProperty.call(this.yy,y)&&(g.yy[y]=this.yy[y]);p.setInput(t,g.yy),g.yy.lexer=p,g.yy.parser=this,void 0===p.yylloc&&(p.yylloc={});var m=p.yylloc;a.push(m);var v=p.options&&p.options.ranges;function b(){var t;return"number"!=typeof(t=r.pop()||p.lex()||f)&&(t instanceof Array&&(t=(r=t).pop()),t=e.symbols_[t]||t),t}"function"==typeof g.yy.parseError?this.parseError=g.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;for(var x,_,k,w,C,T,E,S,A,O={};;){if(k=n[n.length-1],this.defaultActions[k]?w=this.defaultActions[k]:(null==x&&(x=b()),w=o[k]&&o[k][x]),void 0===w||!w.length||!w[0]){var M="";for(T in A=[],o[k])this.terminals_[T]&&T>h&&A.push("'"+this.terminals_[T]+"'");M=p.showPosition?"Parse error on line 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98:this.$=a[s-2],r.setClickEvent(a[s-2],a[s-1],a[s]);break;case 99:this.$=a[s-4],r.setClickEvent(a[s-4],a[s-3],a[s-2]),r.setTooltip(a[s-4],a[s]);break;case 100:case 106:this.$=a[s-1],r.setLink(a[s-1],a[s]);break;case 101:case 107:this.$=a[s-3],r.setLink(a[s-3],a[s-2]),r.setTooltip(a[s-3],a[s]);break;case 102:case 108:this.$=a[s-3],r.setLink(a[s-3],a[s-2],a[s]);break;case 103:case 109:this.$=a[s-5],r.setLink(a[s-5],a[s-4],a[s]),r.setTooltip(a[s-5],a[s-2]);break;case 110:this.$=a[s-4],r.addVertex(a[s-2],void 0,void 0,a[s]);break;case 111:case 113:this.$=a[s-4],r.updateLink(a[s-2],a[s]);break;case 112:this.$=a[s-4],r.updateLink([a[s-2]],a[s]);break;case 114:this.$=a[s-8],r.updateLinkInterpolate([a[s-6]],a[s-2]),r.updateLink([a[s-6]],a[s]);break;case 115:this.$=a[s-8],r.updateLinkInterpolate(a[s-6],a[s-2]),r.updateLink(a[s-6],a[s]);break;case 116:this.$=a[s-6],r.updateLinkInterpolate([a[s-4]],a[s]);break;case 117:this.$=a[s-6],r.updateLinkInterpolate(a[s-4],a[s]);break;case 118:case 120:this.$=[a[s]];break;case 119:case 121:a[s-2].push(a[s]),this.$=a[s-2];break;case 123:this.$=a[s-1]+a[s];break;case 145:this.$=a[s];break;case 146:this.$=a[s-1]+""+a[s];break;case 151:this.$="v";break;case 152:this.$="-";break;case 153:this.$={stmt:"dir",value:"TB"};break;case 154:this.$={stmt:"dir",value:"BT"};break;case 155:this.$={stmt:"dir",value:"RL"};break;case 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"+(c+1)+":\n"+p.showPosition()+"\nExpecting "+A.join(", ")+", got '"+(this.terminals_[x]||x)+"'":"Parse error on line "+(c+1)+": Unexpected "+(x==f?"end of input":"'"+(this.terminals_[x]||x)+"'"),this.parseError(M,{text:p.match,token:this.terminals_[x]||x,line:p.yylineno,loc:m,expected:A})}if(w[0]instanceof Array&&w.length>1)throw new Error("Parse Error: multiple actions possible at state: "+k+", token: "+x);switch(w[0]){case 1:n.push(x),i.push(p.yytext),a.push(p.yylloc),n.push(w[1]),x=null,_?(x=_,_=null):(l=p.yyleng,s=p.yytext,c=p.yylineno,m=p.yylloc,u>0&&u--);break;case 2:if(E=this.productions_[w[1]][1],O.$=i[i.length-E],O._$={first_line:a[a.length-(E||1)].first_line,last_line:a[a.length-1].last_line,first_column:a[a.length-(E||1)].first_column,last_column:a[a.length-1].last_column},v&&(O._$.range=[a[a.length-(E||1)].range[0],a[a.length-1].range[1]]),void 0!==(C=this.performAction.apply(O,[s,l,c,g.yy,w[1],i,a].concat(d))))return C;E&&(n=n.slice(0,-1*E*2),i=i.slice(0,-1*E),a=a.slice(0,-1*E)),n.push(this.productions_[w[1]][0]),i.push(O.$),a.push(O._$),S=o[n[n.length-2]][n[n.length-1]],n.push(S);break;case 3:return!0}}return!0}},Qt={EOF:1,parseError:function(t,e){if(!this.yy.parser)throw new Error(t);this.yy.parser.parseError(t,e)},setInput:function(t,e){return this.yy=e||this.yy||{},this._input=t,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var t=this._input[0];return this.yytext+=t,this.yyleng++,this.offset++,this.match+=t,this.matched+=t,t.match(/(?:\r\n?|\n).*/g)?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),t},unput:function(t){var e=t.length,n=t.split(/(?:\r\n?|\n)/g);this._input=t+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-e),this.offset-=e;var r=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),n.length-1&&(this.yylineno-=n.length-1);var i=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:n?(n.length===r.length?this.yylloc.first_column:0)+r[r.length-n.length].length-n[0].length:this.yylloc.first_column-e},this.options.ranges&&(this.yylloc.range=[i[0],i[0]+this.yyleng-e]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){return this.options.backtrack_lexer?(this._backtrack=!0,this):this.parseError("Lexical error on line "+(this.yylineno+1)+". You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).\n"+this.showPosition(),{text:"",token:null,line:this.yylineno})},less:function(t){this.unput(this.match.slice(t))},pastInput:function(){var t=this.matched.substr(0,this.matched.length-this.match.length);return(t.length>20?"...":"")+t.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var t=this.match;return t.length<20&&(t+=this._input.substr(0,20-t.length)),(t.substr(0,20)+(t.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var t=this.pastInput(),e=new Array(t.length+1).join("-");return t+this.upcomingInput()+"\n"+e+"^"},test_match:function(t,e){var n,r,i;if(this.options.backtrack_lexer&&(i={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(i.yylloc.range=this.yylloc.range.slice(0))),(r=t[0].match(/(?:\r\n?|\n).*/g))&&(this.yylineno+=r.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:r?r[r.length-1].length-r[r.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+t[0].length},this.yytext+=t[0],this.match+=t[0],this.matches=t,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(t[0].length),this.matched+=t[0],n=this.performAction.call(this,this.yy,this,e,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),n)return n;if(this._backtrack){for(var a in i)this[a]=i[a];return!1}return!1},next:function(){if(this.done)return this.EOF;var t,e,n,r;this._input||(this.done=!0),this._more||(this.yytext="",this.match="");for(var i=this._currentRules(),a=0;a<i.length;a++)if((n=this._input.match(this.rules[i[a]]))&&(!e||n[0].length>e[0].length)){if(e=n,r=a,this.options.backtrack_lexer){if(!1!==(t=this.test_match(n,i[a])))return t;if(this._backtrack){e=!1;continue}return!1}if(!this.options.flex)break}return e?!1!==(t=this.test_match(e,i[r]))&&t:""===this._input?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+". Unrecognized text.\n"+this.showPosition(),{text:"",token:null,line:this.yylineno})},lex:function(){var t=this.next();return t||this.lex()},begin:function(t){this.conditionStack.push(t)},popState:function(){return this.conditionStack.length-1>0?this.conditionStack.pop():this.conditionStack[0]},_currentRules:function(){return this.conditionStack.length&&this.conditionStack[this.conditionStack.length-1]?this.conditions[this.conditionStack[this.conditionStack.length-1]].rules:this.conditions.INITIAL.rules},topState:function(t){return(t=this.conditionStack.length-1-Math.abs(t||0))>=0?this.conditionStack[t]:"INITIAL"},pushState:function(t){this.begin(t)},stateStackSize:function(){return this.conditionStack.length},options:{},performAction:function(t,e,n,r){switch(n){case 0:return this.begin("open_directive"),12;case 1:return this.begin("type_directive"),13;case 2:return this.popState(),this.begin("arg_directive"),10;case 3:return this.popState(),this.popState(),15;case 4:return 14;case 5:case 6:break;case 7:this.begin("string");break;case 8:this.popState();break;case 9:return"STR";case 10:return 76;case 11:return 85;case 12:return 77;case 13:return 94;case 14:return 78;case 15:return 79;case 16:this.begin("href");break;case 17:this.popState();break;case 18:return 90;case 19:this.begin("callbackname");break;case 20:this.popState();break;case 21:this.popState(),this.begin("callbackargs");break;case 22:return 88;case 23:this.popState();break;case 24:return 89;case 25:this.begin("click");break;case 26:this.popState();break;case 27:return 80;case 28:case 29:return t.lex.firstGraph()&&this.begin("dir"),24;case 30:return 38;case 31:return 42;case 32:case 33:case 34:case 35:return 91;case 36:return this.popState(),25;case 37:case 38:case 39:case 40:case 41:case 42:case 43:case 44:case 45:case 46:return this.popState(),26;case 47:return 110;case 48:return 111;case 49:return 112;case 50:return 113;case 51:return 95;case 52:return 103;case 53:return 48;case 54:return 100;case 55:return 47;case 56:return 20;case 57:return 96;case 58:return 118;case 59:case 60:case 61:return 71;case 62:case 63:case 64:return 70;case 65:return 52;case 66:return 53;case 67:return 54;case 68:return 55;case 69:return 56;case 70:return 57;case 71:return 58;case 72:return 59;case 73:return 101;case 74:return 104;case 75:return 119;case 76:return 116;case 77:return 105;case 78:case 79:return 117;case 80:return 106;case 81:return 62;case 82:return 82;case 83:return"SEP";case 84:return 81;case 85:return 99;case 86:return 64;case 87:return 63;case 88:return 66;case 89:return 65;case 90:return 114;case 91:return 115;case 92:return 72;case 93:return 50;case 94:return 51;case 95:return 40;case 96:return 41;case 97:return 60;case 98:return 61;case 99:return 125;case 100:return 21;case 101:return 22;case 102:return 23}},rules:[/^(?:%%\{)/,/^(?:((?:(?!\}%%)[^:.])*))/,/^(?::)/,/^(?:\}%%)/,/^(?:((?:(?!\}%%).|\n)*))/,/^(?:%%(?!\{)[^\n]*)/,/^(?:[^\}]%%[^\n]*)/,/^(?:["])/,/^(?:["])/,/^(?:[^"]*)/,/^(?:style\b)/,/^(?:default\b)/,/^(?:linkStyle\b)/,/^(?:interpolate\b)/,/^(?:classDef\b)/,/^(?:class\b)/,/^(?:href[\s]+["])/,/^(?:["])/,/^(?:[^"]*)/,/^(?:call[\s]+)/,/^(?:\([\s]*\))/,/^(?:\()/,/^(?:[^(]*)/,/^(?:\))/,/^(?:[^)]*)/,/^(?:click[\s]+)/,/^(?:[\s\n])/,/^(?:[^\s\n]*)/,/^(?:graph\b)/,/^(?:flowchart\b)/,/^(?:subgraph\b)/,/^(?:end\b\s*)/,/^(?:_self\b)/,/^(?:_blank\b)/,/^(?:_parent\b)/,/^(?:_top\b)/,/^(?:(\r?\n)*\s*\n)/,/^(?:\s*LR\b)/,/^(?:\s*RL\b)/,/^(?:\s*TB\b)/,/^(?:\s*BT\b)/,/^(?:\s*TD\b)/,/^(?:\s*BR\b)/,/^(?:\s*<)/,/^(?:\s*>)/,/^(?:\s*\^)/,/^(?:\s*v\b)/,/^(?:.*direction\s+TB[^\n]*)/,/^(?:.*direction\s+BT[^\n]*)/,/^(?:.*direction\s+RL[^\n]*)/,/^(?:.*direction\s+LR[^\n]*)/,/^(?:[0-9]+)/,/^(?:#)/,/^(?::::)/,/^(?::)/,/^(?:&)/,/^(?:;)/,/^(?:,)/,/^(?:\*)/,/^(?:\s*[xo<]?--+[-xo>]\s*)/,/^(?:\s*[xo<]?==+[=xo>]\s*)/,/^(?:\s*[xo<]?-?\.+-[xo>]?\s*)/,/^(?:\s*[xo<]?--\s*)/,/^(?:\s*[xo<]?==\s*)/,/^(?:\s*[xo<]?-\.\s*)/,/^(?:\(-)/,/^(?:-\))/,/^(?:\(\[)/,/^(?:\]\))/,/^(?:\[\[)/,/^(?:\]\])/,/^(?:\[\()/,/^(?:\)\])/,/^(?:-)/,/^(?:\.)/,/^(?:[\_])/,/^(?:\+)/,/^(?:%)/,/^(?:=)/,/^(?:=)/,/^(?:<)/,/^(?:>)/,/^(?:\^)/,/^(?:\\\|)/,/^(?:v\b)/,/^(?:[A-Za-z]+)/,/^(?:\\\])/,/^(?:\[\/)/,/^(?:\/\])/,/^(?:\[\\)/,/^(?:[!"#$%&'*+,-.`?\\_/])/,/^(?:[\u00AA\u00B5\u00BA\u00C0-\u00D6\u00D8-\u00F6]|[\u00F8-\u02C1\u02C6-\u02D1\u02E0-\u02E4\u02EC\u02EE\u0370-\u0374\u0376\u0377]|[\u037A-\u037D\u0386\u0388-\u038A\u038C\u038E-\u03A1\u03A3-\u03F5]|[\u03F7-\u0481\u048A-\u0527\u0531-\u0556\u0559\u0561-\u0587\u05D0-\u05EA]|[\u05F0-\u05F2\u0620-\u064A\u066E\u066F\u0671-\u06D3\u06D5\u06E5\u06E6\u06EE]|[\u06EF\u06FA-\u06FC\u06FF\u0710\u0712-\u072F\u074D-\u07A5\u07B1\u07CA-\u07EA]|[\u07F4\u07F5\u07FA\u0800-\u0815\u081A\u0824\u0828\u0840-\u0858\u08A0]|[\u08A2-\u08AC\u0904-\u0939\u093D\u0950\u0958-\u0961\u0971-\u0977]|[\u0979-\u097F\u0985-\u098C\u098F\u0990\u0993-\u09A8\u09AA-\u09B0\u09B2]|[\u09B6-\u09B9\u09BD\u09CE\u09DC\u09DD\u09DF-\u09E1\u09F0\u09F1\u0A05-\u0A0A]|[\u0A0F\u0A10\u0A13-\u0A28\u0A2A-\u0A30\u0A32\u0A33\u0A35\u0A36\u0A38\u0A39]|[\u0A59-\u0A5C\u0A5E\u0A72-\u0A74\u0A85-\u0A8D\u0A8F-\u0A91\u0A93-\u0AA8]|[\u0AAA-\u0AB0\u0AB2\u0AB3\u0AB5-\u0AB9\u0ABD\u0AD0\u0AE0\u0AE1\u0B05-\u0B0C]|[\u0B0F\u0B10\u0B13-\u0B28\u0B2A-\u0B30\u0B32\u0B33\u0B35-\u0B39\u0B3D\u0B5C]|[\u0B5D\u0B5F-\u0B61\u0B71\u0B83\u0B85-\u0B8A\u0B8E-\u0B90\u0B92-\u0B95\u0B99]|[\u0B9A\u0B9C\u0B9E\u0B9F\u0BA3\u0BA4\u0BA8-\u0BAA\u0BAE-\u0BB9\u0BD0]|[\u0C05-\u0C0C\u0C0E-\u0C10\u0C12-\u0C28\u0C2A-\u0C33\u0C35-\u0C39\u0C3D]|[\u0C58\u0C59\u0C60\u0C61\u0C85-\u0C8C\u0C8E-\u0C90\u0C92-\u0CA8\u0CAA-\u0CB3]|[\u0CB5-\u0CB9\u0CBD\u0CDE\u0CE0\u0CE1\u0CF1\u0CF2\u0D05-\u0D0C\u0D0E-\u0D10]|[\u0D12-\u0D3A\u0D3D\u0D4E\u0D60\u0D61\u0D7A-\u0D7F\u0D85-\u0D96\u0D9A-\u0DB1]|[\u0DB3-\u0DBB\u0DBD\u0DC0-\u0DC6\u0E01-\u0E30\u0E32\u0E33\u0E40-\u0E46\u0E81]|[\u0E82\u0E84\u0E87\u0E88\u0E8A\u0E8D\u0E94-\u0E97\u0E99-\u0E9F\u0EA1-\u0EA3]|[\u0EA5\u0EA7\u0EAA\u0EAB\u0EAD-\u0EB0\u0EB2\u0EB3\u0EBD\u0EC0-\u0EC4\u0EC6]|[\u0EDC-\u0EDF\u0F00\u0F40-\u0F47\u0F49-\u0F6C\u0F88-\u0F8C\u1000-\u102A]|[\u103F\u1050-\u1055\u105A-\u105D\u1061\u1065\u1066\u106E-\u1070\u1075-\u1081]|[\u108E\u10A0-\u10C5\u10C7\u10CD\u10D0-\u10FA\u10FC-\u1248\u124A-\u124D]|[\u1250-\u1256\u1258\u125A-\u125D\u1260-\u1288\u128A-\u128D\u1290-\u12B0]|[\u12B2-\u12B5\u12B8-\u12BE\u12C0\u12C2-\u12C5\u12C8-\u12D6\u12D8-\u1310]|[\u1312-\u1315\u1318-\u135A\u1380-\u138F\u13A0-\u13F4\u1401-\u166C]|[\u166F-\u167F\u1681-\u169A\u16A0-\u16EA\u1700-\u170C\u170E-\u1711]|[\u1720-\u1731\u1740-\u1751\u1760-\u176C\u176E-\u1770\u1780-\u17B3\u17D7]|[\u17DC\u1820-\u1877\u1880-\u18A8\u18AA\u18B0-\u18F5\u1900-\u191C]|[\u1950-\u196D\u1970-\u1974\u1980-\u19AB\u19C1-\u19C7\u1A00-\u1A16]|[\u1A20-\u1A54\u1AA7\u1B05-\u1B33\u1B45-\u1B4B\u1B83-\u1BA0\u1BAE\u1BAF]|[\u1BBA-\u1BE5\u1C00-\u1C23\u1C4D-\u1C4F\u1C5A-\u1C7D\u1CE9-\u1CEC]|[\u1CEE-\u1CF1\u1CF5\u1CF6\u1D00-\u1DBF\u1E00-\u1F15\u1F18-\u1F1D]|[\u1F20-\u1F45\u1F48-\u1F4D\u1F50-\u1F57\u1F59\u1F5B\u1F5D\u1F5F-\u1F7D]|[\u1F80-\u1FB4\u1FB6-\u1FBC\u1FBE\u1FC2-\u1FC4\u1FC6-\u1FCC\u1FD0-\u1FD3]|[\u1FD6-\u1FDB\u1FE0-\u1FEC\u1FF2-\u1FF4\u1FF6-\u1FFC\u2071\u207F]|[\u2090-\u209C\u2102\u2107\u210A-\u2113\u2115\u2119-\u211D\u2124\u2126\u2128]|[\u212A-\u212D\u212F-\u2139\u213C-\u213F\u2145-\u2149\u214E\u2183\u2184]|[\u2C00-\u2C2E\u2C30-\u2C5E\u2C60-\u2CE4\u2CEB-\u2CEE\u2CF2\u2CF3]|[\u2D00-\u2D25\u2D27\u2D2D\u2D30-\u2D67\u2D6F\u2D80-\u2D96\u2DA0-\u2DA6]|[\u2DA8-\u2DAE\u2DB0-\u2DB6\u2DB8-\u2DBE\u2DC0-\u2DC6\u2DC8-\u2DCE]|[\u2DD0-\u2DD6\u2DD8-\u2DDE\u2E2F\u3005\u3006\u3031-\u3035\u303B\u303C]|[\u3041-\u3096\u309D-\u309F\u30A1-\u30FA\u30FC-\u30FF\u3105-\u312D]|[\u3131-\u318E\u31A0-\u31BA\u31F0-\u31FF\u3400-\u4DB5\u4E00-\u9FCC]|[\uA000-\uA48C\uA4D0-\uA4FD\uA500-\uA60C\uA610-\uA61F\uA62A\uA62B]|[\uA640-\uA66E\uA67F-\uA697\uA6A0-\uA6E5\uA717-\uA71F\uA722-\uA788]|[\uA78B-\uA78E\uA790-\uA793\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Jt(){this.yy={}}return Kt.lexer=Qt,Jt.prototype=Kt,Kt.Parser=Jt,new Jt}();e.parser=i,e.Parser=i.Parser,e.parse=function(){return i.parse.apply(i,arguments)},e.main=function(r){r[1]||(console.log("Usage: "+r[0]+" FILE"),t.exit(1));var i=n("./node_modules/node-libs-browser/mock/empty.js").readFileSync(n("./node_modules/path-browserify/index.js").normalize(r[1]),"utf8");return e.parser.parse(i)},n.c[n.s]===r&&e.main(t.argv.slice(1))}).call(this,n("./node_modules/process/browser.js"),n("./node_modules/webpack/buildin/module.js")(t))},"./src/diagrams/flowchart/styles.js":function(t,e,n){"use strict";n.r(e),e.default=function(t){return".label {\n font-family: ".concat(t.fontFamily,";\n color: ").concat(t.nodeTextColor||t.textColor,";\n }\n .cluster-label text {\n fill: ").concat(t.titleColor,";\n }\n .cluster-label span {\n color: ").concat(t.titleColor,";\n }\n\n .label text,span {\n fill: ").concat(t.nodeTextColor||t.textColor,";\n color: ").concat(t.nodeTextColor||t.textColor,";\n }\n\n 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n},e=[1,3],n=[1,5],r=[7,9,11,12,13,14,15,16,17,18,19,21,28,33],i=[1,15],a=[1,16],o=[1,17],s=[1,18],c=[1,19],l=[1,20],u=[1,21],h=[1,22],f=[1,24],d=[1,26],p=[1,29],g=[5,7,9,11,12,13,14,15,16,17,18,19,21,28,33],y={trace:function(){},yy:{},symbols_:{error:2,start:3,directive:4,gantt:5,document:6,EOF:7,line:8,SPACE:9,statement:10,NL:11,dateFormat:12,inclusiveEndDates:13,topAxis:14,axisFormat:15,excludes:16,todayMarker:17,title:18,section:19,clickStatement:20,taskTxt:21,taskData:22,openDirective:23,typeDirective:24,closeDirective:25,":":26,argDirective:27,click:28,callbackname:29,callbackargs:30,href:31,clickStatementDebug:32,open_directive:33,type_directive:34,arg_directive:35,close_directive:36,$accept:0,$end:1},terminals_:{2:"error",5:"gantt",7:"EOF",9:"SPACE",11:"NL",12:"dateFormat",13:"inclusiveEndDates",14:"topAxis",15:"axisFormat",16:"excludes",17:"todayMarker",18:"title",19:"section",21:"taskTxt",22:"taskData",26:":",28:"click",29:"callbackname",30:"callbackargs",31:"href",33:"open_directive",34:"type_directive",35:"arg_directive",36:"close_directive"},productions_:[0,[3,2],[3,3],[6,0],[6,2],[8,2],[8,1],[8,1],[8,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,1],[10,2],[10,1],[4,4],[4,6],[20,2],[20,3],[20,3],[20,4],[20,3],[20,4],[20,2],[32,2],[32,3],[32,3],[32,4],[32,3],[32,4],[32,2],[23,1],[24,1],[27,1],[25,1]],performAction:function(t,e,n,r,i,a,o){var 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25:this.$=a[s-3],r.setClickEvent(a[s-3],a[s-2],a[s-1]),r.setLink(a[s-3],a[s]);break;case 26:this.$=a[s-2],r.setClickEvent(a[s-2],a[s],null),r.setLink(a[s-2],a[s-1]);break;case 27:this.$=a[s-3],r.setClickEvent(a[s-3],a[s-1],a[s]),r.setLink(a[s-3],a[s-2]);break;case 28:this.$=a[s-1],r.setLink(a[s-1],a[s]);break;case 29:case 35:this.$=a[s-1]+" "+a[s];break;case 30:case 31:case 33:this.$=a[s-2]+" "+a[s-1]+" "+a[s];break;case 32:case 34:this.$=a[s-3]+" "+a[s-2]+" "+a[s-1]+" "+a[s];break;case 36:r.parseDirective("%%{","open_directive");break;case 37:r.parseDirective(a[s],"type_directive");break;case 38:a[s]=a[s].trim().replace(/'/g,'"'),r.parseDirective(a[s],"arg_directive");break;case 39:r.parseDirective("}%%","close_directive","gantt")}},table:[{3:1,4:2,5:e,23:4,33:n},{1:[3]},{3:6,4:2,5:e,23:4,33:n},t(r,[2,3],{6:7}),{24:8,34:[1,9]},{34:[2,36]},{1:[2,1]},{4:25,7:[1,10],8:11,9:[1,12],10:13,11:[1,14],12:i,13:a,14:o,15:s,16:c,17:l,18:u,19:h,20:23,21:f,23:4,28:d,33:n},{25:27,26:[1,28],36:p},t([26,36],[2,37]),t(r,[2,8],{1:[2,2]}),t(r,[2,4]),{4:25,10:30,12:i,13:a,14:o,15:s,16:c,17:l,18:u,19:h,20:23,21:f,23:4,28:d,33:n},t(r,[2,6]),t(r,[2,7]),t(r,[2,9]),t(r,[2,10]),t(r,[2,11]),t(r,[2,12]),t(r,[2,13]),t(r,[2,14]),t(r,[2,15]),t(r,[2,16]),t(r,[2,17]),{22:[1,31]},t(r,[2,19]),{29:[1,32],31:[1,33]},{11:[1,34]},{27:35,35:[1,36]},{11:[2,39]},t(r,[2,5]),t(r,[2,18]),t(r,[2,22],{30:[1,37],31:[1,38]}),t(r,[2,28],{29:[1,39]}),t(g,[2,20]),{25:40,36:p},{36:[2,38]},t(r,[2,23],{31:[1,41]}),t(r,[2,24]),t(r,[2,26],{30:[1,42]}),{11:[1,43]},t(r,[2,25]),t(r,[2,27]),t(g,[2,21])],defaultActions:{5:[2,36],6:[2,1],29:[2,39],36:[2,38]},parseError:function(t,e){if(!e.recoverable){var n=new Error(t);throw n.hash=e,n}this.trace(t)},parse:function(t){var e=this,n=[0],r=[],i=[null],a=[],o=this.table,s="",c=0,l=0,u=0,h=2,f=1,d=a.slice.call(arguments,1),p=Object.create(this.lexer),g={yy:{}};for(var y in this.yy)Object.prototype.hasOwnProperty.call(this.yy,y)&&(g.yy[y]=this.yy[y]);p.setInput(t,g.yy),g.yy.lexer=p,g.yy.parser=this,void 0===p.yylloc&&(p.yylloc={});var m=p.yylloc;a.push(m);var v=p.options&&p.options.ranges;function b(){var t;return"number"!=typeof(t=r.pop()||p.lex()||f)&&(t instanceof Array&&(t=(r=t).pop()),t=e.symbols_[t]||t),t}"function"==typeof g.yy.parseError?this.parseError=g.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;for(var x,_,k,w,C,T,E,S,A,O={};;){if(k=n[n.length-1],this.defaultActions[k]?w=this.defaultActions[k]:(null==x&&(x=b()),w=o[k]&&o[k][x]),void 0===w||!w.length||!w[0]){var M="";for(T in A=[],o[k])this.terminals_[T]&&T>h&&A.push("'"+this.terminals_[T]+"'");M=p.showPosition?"Parse error on line 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e=t.length,n=t.split(/(?:\r\n?|\n)/g);this._input=t+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-e),this.offset-=e;var r=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),n.length-1&&(this.yylineno-=n.length-1);var i=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:n?(n.length===r.length?this.yylloc.first_column:0)+r[r.length-n.length].length-n[0].length:this.yylloc.first_column-e},this.options.ranges&&(this.yylloc.range=[i[0],i[0]+this.yyleng-e]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){return this.options.backtrack_lexer?(this._backtrack=!0,this):this.parseError("Lexical error on line "+(this.yylineno+1)+". 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4:return 35;case 5:case 6:case 7:break;case 8:return 11;case 9:case 10:case 11:break;case 12:this.begin("href");break;case 13:this.popState();break;case 14:return 31;case 15:this.begin("callbackname");break;case 16:this.popState();break;case 17:this.popState(),this.begin("callbackargs");break;case 18:return 29;case 19:this.popState();break;case 20:return 30;case 21:this.begin("click");break;case 22:this.popState();break;case 23:return 28;case 24:return 5;case 25:return 12;case 26:return 13;case 27:return 14;case 28:return 15;case 29:return 16;case 30:return 17;case 31:return"date";case 32:return 18;case 33:return 19;case 34:return 21;case 35:return 22;case 36:return 26;case 37:return 7;case 38:return"INVALID"}},rules:[/^(?:%%\{)/i,/^(?:((?:(?!\}%%)[^:.])*))/i,/^(?::)/i,/^(?:\}%%)/i,/^(?:((?:(?!\}%%).|\n)*))/i,/^(?:%%(?!\{)*[^\n]*)/i,/^(?:[^\}]%%*[^\n]*)/i,/^(?:%%*[^\n]*[\n]*)/i,/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:#[^\n]*)/i,/^(?:%[^\n]*)/i,/^(?:href[\s]+["])/i,/^(?:["])/i,/^(?:[^"]*)/i,/^(?:call[\s]+)/i,/^(?:\([\s]*\))/i,/^(?:\()/i,/^(?:[^(]*)/i,/^(?:\))/i,/^(?:[^)]*)/i,/^(?:click[\s]+)/i,/^(?:[\s\n])/i,/^(?:[^\s\n]*)/i,/^(?:gantt\b)/i,/^(?:dateFormat\s[^#\n;]+)/i,/^(?:inclusiveEndDates\b)/i,/^(?:topAxis\b)/i,/^(?:axisFormat\s[^#\n;]+)/i,/^(?:excludes\s[^#\n;]+)/i,/^(?:todayMarker\s[^\n;]+)/i,/^(?:\d\d\d\d-\d\d-\d\d\b)/i,/^(?:title\s[^#\n;]+)/i,/^(?:section\s[^#:\n;]+)/i,/^(?:[^#:\n;]+)/i,/^(?::[^#\n;]+)/i,/^(?::)/i,/^(?:$)/i,/^(?:.)/i],conditions:{close_directive:{rules:[],inclusive:!1},arg_directive:{rules:[3,4],inclusive:!1},type_directive:{rules:[2,3],inclusive:!1},open_directive:{rules:[1],inclusive:!1},callbackargs:{rules:[19,20],inclusive:!1},callbackname:{rules:[16,17,18],inclusive:!1},href:{rules:[13,14],inclusive:!1},click:{rules:[22,23],inclusive:!1},INITIAL:{rules:[0,5,6,7,8,9,10,11,12,15,21,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],inclusive:!0}}};function v(){this.yy={}}return y.lexer=m,v.prototype=y,y.Parser=v,new v}();e.parser=i,e.Parser=i.Parser,e.parse=function(){return i.parse.apply(i,arguments)},e.main=function(r){r[1]||(console.log("Usage: "+r[0]+" FILE"),t.exit(1));var i=n("./node_modules/node-libs-browser/mock/empty.js").readFileSync(n("./node_modules/path-browserify/index.js").normalize(r[1]),"utf8");return e.parser.parse(i)},n.c[n.s]===r&&e.main(t.argv.slice(1))}).call(this,n("./node_modules/process/browser.js"),n("./node_modules/webpack/buildin/module.js")(t))},"./src/diagrams/gantt/styles.js":function(t,e,n){"use strict";n.r(e),e.default=function(t){return'\n .mermaid-main-font {\n font-family: "trebuchet ms", verdana, arial, sans-serif;\n font-family: var(--mermaid-font-family);\n }\n\n .section {\n stroke: none;\n opacity: 0.2;\n }\n\n .section0 {\n fill: '.concat(t.sectionBkgColor,";\n }\n\n .section2 {\n fill: ").concat(t.sectionBkgColor2,";\n }\n\n .section1,\n .section3 {\n fill: ").concat(t.altSectionBkgColor,";\n opacity: 0.2;\n }\n\n .sectionTitle0 {\n fill: ").concat(t.titleColor,";\n }\n\n .sectionTitle1 {\n fill: ").concat(t.titleColor,";\n }\n\n .sectionTitle2 {\n fill: ").concat(t.titleColor,";\n }\n\n .sectionTitle3 {\n fill: ").concat(t.titleColor,";\n }\n\n .sectionTitle {\n text-anchor: start;\n // font-size: ").concat(t.ganttFontSize,";\n // text-height: 14px;\n font-family: 'trebuchet ms', verdana, arial, sans-serif;\n font-family: var(--mermaid-font-family);\n\n }\n\n\n /* Grid and axis */\n\n .grid .tick {\n stroke: ").concat(t.gridColor,";\n opacity: 0.8;\n shape-rendering: crispEdges;\n text {\n font-family: ").concat(t.fontFamily,";\n fill: ").concat(t.textColor,";\n }\n }\n\n .grid path {\n stroke-width: 0;\n }\n\n\n /* Today line */\n\n .today {\n fill: none;\n stroke: ").concat(t.todayLineColor,";\n stroke-width: 2px;\n }\n\n\n /* Task styling */\n\n /* Default task */\n\n .task {\n stroke-width: 2;\n }\n\n .taskText {\n text-anchor: middle;\n font-family: 'trebuchet ms', 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t=function(t,e,n,r){for(n=n||{},r=t.length;r--;n[t[r]]=e);return n},e=[6,9,10],n={trace:function(){},yy:{},symbols_:{error:2,start:3,info:4,document:5,EOF:6,line:7,statement:8,NL:9,showInfo:10,$accept:0,$end:1},terminals_:{2:"error",4:"info",6:"EOF",9:"NL",10:"showInfo"},productions_:[0,[3,3],[5,0],[5,2],[7,1],[7,1],[8,1]],performAction:function(t,e,n,r,i,a,o){switch(a.length,i){case 1:return r;case 4:break;case 6:r.setInfo(!0)}},table:[{3:1,4:[1,2]},{1:[3]},t(e,[2,2],{5:3}),{6:[1,4],7:5,8:6,9:[1,7],10:[1,8]},{1:[2,1]},t(e,[2,3]),t(e,[2,4]),t(e,[2,5]),t(e,[2,6])],defaultActions:{4:[2,1]},parseError:function(t,e){if(!e.recoverable){var n=new Error(t);throw n.hash=e,n}this.trace(t)},parse:function(t){var e=this,n=[0],r=[],i=[null],a=[],o=this.table,s="",c=0,l=0,u=0,h=2,f=1,d=a.slice.call(arguments,1),p=Object.create(this.lexer),g={yy:{}};for(var y in this.yy)Object.prototype.hasOwnProperty.call(this.yy,y)&&(g.yy[y]=this.yy[y]);p.setInput(t,g.yy),g.yy.lexer=p,g.yy.parser=this,void 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this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:n?(n.length===r.length?this.yylloc.first_column:0)+r[r.length-n.length].length-n[0].length:this.yylloc.first_column-e},this.options.ranges&&(this.yylloc.range=[i[0],i[0]+this.yyleng-e]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){return this.options.backtrack_lexer?(this._backtrack=!0,this):this.parseError("Lexical error on line "+(this.yylineno+1)+". 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32:this.$=r.VerifyType.VERIFY_ANALYSIS;break;case 33:this.$=r.VerifyType.VERIFY_DEMONSTRATION;break;case 34:this.$=r.VerifyType.VERIFY_INSPECTION;break;case 35:this.$=r.VerifyType.VERIFY_TEST;break;case 36:r.addElement(a[s-3]);break;case 37:r.setNewElementType(a[s-2]);break;case 38:r.setNewElementDocRef(a[s-2]);break;case 41:r.addRelationship(a[s-2],a[s],a[s-4]);break;case 42:r.addRelationship(a[s-2],a[s-4],a[s]);break;case 43:this.$=r.Relationships.CONTAINS;break;case 44:this.$=r.Relationships.COPIES;break;case 45:this.$=r.Relationships.DERIVES;break;case 46:this.$=r.Relationships.SATISFIES;break;case 47:this.$=r.Relationships.VERIFIES;break;case 48:this.$=r.Relationships.REFINES;break;case 49:this.$=r.Relationships.TRACES}},table:[{3:1,4:2,6:e,9:4,14:n},{1:[3]},{3:7,4:2,5:[1,6],6:e,9:4,14:n},{5:[1,8]},{10:9,15:[1,10]},{15:[2,6]},{3:11,4:2,6:e,9:4,14:n},{1:[2,2]},{4:16,5:r,7:12,8:i,9:4,14:n,18:13,19:14,20:15,21:18,27:20,35:a,36:o,37:s,38:c,39:l,40:u,48:h,66:f,67:d},{11:29,12:[1,30],17:p},t([12,17],[2,7]),{1:[2,1]},{8:[1,32]},{4:16,5:r,7:33,8:i,9:4,14:n,18:13,19:14,20:15,21:18,27:20,35:a,36:o,37:s,38:c,39:l,40:u,48:h,66:f,67:d},{4:16,5:r,7:34,8:i,9:4,14:n,18:13,19:14,20:15,21:18,27:20,35:a,36:o,37:s,38:c,39:l,40:u,48:h,66:f,67:d},{4:16,5:r,7:35,8:i,9:4,14:n,18:13,19:14,20:15,21:18,27:20,35:a,36:o,37:s,38:c,39:l,40:u,48:h,66:f,67:d},{4:16,5:r,7:36,8:i,9:4,14:n,18:13,19:14,20:15,21:18,27:20,35:a,36:o,37:s,38:c,39:l,40:u,48:h,66:f,67:d},{4:16,5:r,7:37,8:i,9:4,14:n,18:13,19:14,20:15,21:18,27:20,35:a,36:o,37:s,38:c,39:l,40:u,48:h,66:f,67:d},{22:38,66:[1,39],67:[1,40]},{49:41,66:[1,42],67:[1,43]},{55:[1,44],57:[1,45]},t(g,[2,23]),t(g,[2,24]),t(g,[2,25]),t(g,[2,26]),t(g,[2,27]),t(g,[2,28]),t(y,[2,52]),t(y,[2,53]),t(m,[2,4]),{13:46,16:[1,47]},t(m,[2,9]),{1:[2,3]},{8:[2,11]},{8:[2,12]},{8:[2,13]},{8:[2,14]},{8:[2,15]},{23:[1,48]},{23:[2,50]},{23:[2,51]},{23:[1,49]},{23:[2,56]},{23:[2,57]},{56:50,59:v,60:b,61:x,62:_,63:k,64:w,65:C},{56:58,59:v,60:b,61:x,62:_,63:k,64:w,65:C},{11:59,17:p},{17:[2,8]},{5:[1,60]},{5:[1,61]},{57:[1,62]},t(T,[2,43]),t(T,[2,44]),t(T,[2,45]),t(T,[2,46]),t(T,[2,47]),t(T,[2,48]),t(T,[2,49]),{58:[1,63]},t(m,[2,5]),{5:E,24:64,25:S,28:A,30:O,32:M,34:j},{5:D,34:N,50:71,51:B,53:L},{27:76,66:f,67:d},{27:77,66:f,67:d},t(I,[2,16]),{26:[1,78]},{26:[1,79]},{26:[1,80]},{26:[1,81]},{5:E,24:82,25:S,28:A,30:O,32:M,34:j},t(I,[2,22]),t(I,[2,36]),{26:[1,83]},{26:[1,84]},{5:D,34:N,50:85,51:B,53:L},t(I,[2,40]),t(I,[2,41]),t(I,[2,42]),{27:86,66:f,67:d},{29:87,66:[1,88],67:[1,89]},{31:90,41:[1,91],42:[1,92],43:[1,93]},{33:94,44:[1,95],45:[1,96],46:[1,97],47:[1,98]},t(I,[2,21]),{52:99,66:[1,100],67:[1,101]},{54:102,66:[1,103],67:[1,104]},t(I,[2,39]),{5:[1,105]},{5:[1,106]},{5:[2,54]},{5:[2,55]},{5:[1,107]},{5:[2,29]},{5:[2,30]},{5:[2,31]},{5:[1,108]},{5:[2,32]},{5:[2,33]},{5:[2,34]},{5:[2,35]},{5:[1,109]},{5:[2,58]},{5:[2,59]},{5:[1,110]},{5:[2,60]},{5:[2,61]},{5:E,24:111,25:S,28:A,30:O,32:M,34:j},{5:E,24:112,25:S,28:A,30:O,32:M,34:j},{5:E,24:113,25:S,28:A,30:O,32:M,34:j},{5:E,24:114,25:S,28:A,30:O,32:M,34:j},{5:D,34:N,50:115,51:B,53:L},{5:D,34:N,50:116,51:B,53:L},t(I,[2,17]),t(I,[2,18]),t(I,[2,19]),t(I,[2,20]),t(I,[2,37]),t(I,[2,38])],defaultActions:{5:[2,6],7:[2,2],11:[2,1],32:[2,3],33:[2,11],34:[2,12],35:[2,13],36:[2,14],37:[2,15],39:[2,50],40:[2,51],42:[2,56],43:[2,57],47:[2,8],88:[2,54],89:[2,55],91:[2,29],92:[2,30],93:[2,31],95:[2,32],96:[2,33],97:[2,34],98:[2,35],100:[2,58],101:[2,59],103:[2,60],104:[2,61]},parseError:function(t,e){if(!e.recoverable){var n=new Error(t);throw n.hash=e,n}this.trace(t)},parse:function(t){var e=this,n=[0],r=[],i=[null],a=[],o=this.table,s="",c=0,l=0,u=0,h=2,f=1,d=a.slice.call(arguments,1),p=Object.create(this.lexer),g={yy:{}};for(var y in this.yy)Object.prototype.hasOwnProperty.call(this.yy,y)&&(g.yy[y]=this.yy[y]);p.setInput(t,g.yy),g.yy.lexer=p,g.yy.parser=this,void 0===p.yylloc&&(p.yylloc={});var m=p.yylloc;a.push(m);var v=p.options&&p.options.ranges;function b(){var t;return"number"!=typeof(t=r.pop()||p.lex()||f)&&(t instanceof Array&&(t=(r=t).pop()),t=e.symbols_[t]||t),t}"function"==typeof g.yy.parseError?this.parseError=g.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;for(var x,_,k,w,C,T,E,S,A,O={};;){if(k=n[n.length-1],this.defaultActions[k]?w=this.defaultActions[k]:(null==x&&(x=b()),w=o[k]&&o[k][x]),void 0===w||!w.length||!w[0]){var M="";for(T in A=[],o[k])this.terminals_[T]&&T>h&&A.push("'"+this.terminals_[T]+"'");M=p.showPosition?"Parse error on line 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C;E&&(n=n.slice(0,-1*E*2),i=i.slice(0,-1*E),a=a.slice(0,-1*E)),n.push(this.productions_[w[1]][0]),i.push(O.$),a.push(O._$),S=o[n[n.length-2]][n[n.length-1]],n.push(S);break;case 3:return!0}}return!0}},F={EOF:1,parseError:function(t,e){if(!this.yy.parser)throw new Error(t);this.yy.parser.parseError(t,e)},setInput:function(t,e){return this.yy=e||this.yy||{},this._input=t,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var t=this._input[0];return this.yytext+=t,this.yyleng++,this.offset++,this.match+=t,this.matched+=t,t.match(/(?:\r\n?|\n).*/g)?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),t},unput:function(t){var e=t.length,n=t.split(/(?:\r\n?|\n)/g);this._input=t+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-e),this.offset-=e;var r=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),n.length-1&&(this.yylineno-=n.length-1);var i=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:n?(n.length===r.length?this.yylloc.first_column:0)+r[r.length-n.length].length-n[0].length:this.yylloc.first_column-e},this.options.ranges&&(this.yylloc.range=[i[0],i[0]+this.yyleng-e]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){return this.options.backtrack_lexer?(this._backtrack=!0,this):this.parseError("Lexical error on line "+(this.yylineno+1)+". You can only invoke reject() in the lexer when the lexer is of the backtracking persuasion (options.backtrack_lexer = true).\n"+this.showPosition(),{text:"",token:null,line:this.yylineno})},less:function(t){this.unput(this.match.slice(t))},pastInput:function(){var t=this.matched.substr(0,this.matched.length-this.match.length);return(t.length>20?"...":"")+t.substr(-20).replace(/\n/g,"")},upcomingInput:function(){var t=this.match;return t.length<20&&(t+=this._input.substr(0,20-t.length)),(t.substr(0,20)+(t.length>20?"...":"")).replace(/\n/g,"")},showPosition:function(){var t=this.pastInput(),e=new Array(t.length+1).join("-");return t+this.upcomingInput()+"\n"+e+"^"},test_match:function(t,e){var n,r,i;if(this.options.backtrack_lexer&&(i={yylineno:this.yylineno,yylloc:{first_line:this.yylloc.first_line,last_line:this.last_line,first_column:this.yylloc.first_column,last_column:this.yylloc.last_column},yytext:this.yytext,match:this.match,matches:this.matches,matched:this.matched,yyleng:this.yyleng,offset:this.offset,_more:this._more,_input:this._input,yy:this.yy,conditionStack:this.conditionStack.slice(0),done:this.done},this.options.ranges&&(i.yylloc.range=this.yylloc.range.slice(0))),(r=t[0].match(/(?:\r\n?|\n).*/g))&&(this.yylineno+=r.length),this.yylloc={first_line:this.yylloc.last_line,last_line:this.yylineno+1,first_column:this.yylloc.last_column,last_column:r?r[r.length-1].length-r[r.length-1].match(/\r?\n?/)[0].length:this.yylloc.last_column+t[0].length},this.yytext+=t[0],this.match+=t[0],this.matches=t,this.yyleng=this.yytext.length,this.options.ranges&&(this.yylloc.range=[this.offset,this.offset+=this.yyleng]),this._more=!1,this._backtrack=!1,this._input=this._input.slice(t[0].length),this.matched+=t[0],n=this.performAction.call(this,this.yy,this,e,this.conditionStack[this.conditionStack.length-1]),this.done&&this._input&&(this.done=!1),n)return n;if(this._backtrack){for(var a in i)this[a]=i[a];return!1}return!1},next:function(){if(this.done)return this.EOF;var t,e,n,r;this._input||(this.done=!0),this._more||(this.yytext="",this.match="");for(var i=this._currentRules(),a=0;a<i.length;a++)if((n=this._input.match(this.rules[i[a]]))&&(!e||n[0].length>e[0].length)){if(e=n,r=a,this.options.backtrack_lexer){if(!1!==(t=this.test_match(n,i[a])))return t;if(this._backtrack){e=!1;continue}return!1}if(!this.options.flex)break}return e?!1!==(t=this.test_match(e,i[r]))&&t:""===this._input?this.EOF:this.parseError("Lexical error on line "+(this.yylineno+1)+". 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54:r.parseDirective("}%%","close_directive","sequence")}},table:[{3:1,4:e,5:n,6:4,7:r,11:6,58:i},{1:[3]},{3:8,4:e,5:n,6:4,7:r,11:6,58:i},{3:9,4:e,5:n,6:4,7:r,11:6,58:i},{3:10,4:e,5:n,6:4,7:r,11:6,58:i},t([1,4,5,16,21,22,23,25,27,29,30,31,33,37,48,58],a,{8:11}),{12:12,59:[1,13]},{59:[2,51]},{1:[2,1]},{1:[2,2]},{1:[2,3]},{1:[2,4],4:o,5:s,6:30,9:14,10:16,11:6,16:c,17:31,20:19,21:l,22:u,23:h,24:23,25:f,27:d,29:p,30:g,31:y,33:m,37:v,48:b,58:i},{13:34,14:[1,35],61:x},t([14,61],[2,52]),t(_,[2,6]),{6:30,10:37,11:6,16:c,17:31,20:19,21:l,22:u,23:h,24:23,25:f,27:d,29:p,30:g,31:y,33:m,37:v,48:b,58:i},t(_,[2,8]),t(_,[2,9]),{17:38,48:b},{5:[1,39]},t(_,[2,15]),{17:40,48:b},{17:41,48:b},{5:[1,42]},{26:43,57:k},{19:[1,45]},{19:[1,46]},{19:[1,47]},{19:[1,48]},{19:[1,49]},t(_,[2,25]),{45:50,49:[1,51],50:[1,52],51:[1,53],52:[1,54],53:[1,55],54:[1,56],55:[1,57],56:[1,58]},{38:59,39:[1,60],43:[1,61],44:[1,62]},t([5,18,42,49,50,51,52,53,54,55,56,57],[2,41]),{5:[1,63]},{15:64,60:[1,65]},{5:[2,54]},t(_,[2,7]),{5:[1,67],18:[1,66]},t(_,[2,14]),{5:[1,68]},{5:[1,69]},t(_,[2,18]),{5:[1,70]},{5:[2,50]},t(w,a,{8:71}),t(w,a,{8:72}),t(w,a,{8:73}),t(C,a,{32:74,8:75}),t(T,a,{34:76,8:77}),{17:80,46:[1,78],47:[1,79],48:b},t(E,[2,42]),t(E,[2,43]),t(E,[2,44]),t(E,[2,45]),t(E,[2,46]),t(E,[2,47]),t(E,[2,48]),t(E,[2,49]),{17:81,48:b},{17:83,40:82,48:b},{48:[2,36]},{48:[2,37]},t(S,[2,10]),{13:84,61:x},{61:[2,53]},{19:[1,85]},t(_,[2,13]),t(_,[2,16]),t(_,[2,17]),t(_,[2,19]),{4:o,5:s,6:30,9:14,10:16,11:6,16:c,17:31,20:19,21:l,22:u,23:h,24:23,25:f,27:d,28:[1,86],29:p,30:g,31:y,33:m,37:v,48:b,58:i},{4:o,5:s,6:30,9:14,10:16,11:6,16:c,17:31,20:19,21:l,22:u,23:h,24:23,25:f,27:d,28:[1,87],29:p,30:g,31:y,33:m,37:v,48:b,58:i},{4:o,5:s,6:30,9:14,10:16,11:6,16:c,17:31,20:19,21:l,22:u,23:h,24:23,25:f,27:d,28:[1,88],29:p,30:g,31:y,33:m,37:v,48:b,58:i},{28:[1,89]},{4:o,5:s,6:30,9:14,10:16,11:6,16:c,17:31,20:19,21:l,22:u,23:h,24:23,25:f,27:d,28:[2,28],29:p,30:g,31:y,33:m,36:[1,90],37:v,48:b,58:i},{28:[1,91]},{4:o,5:s,6:30,9:14,10:16,11:6,16:c,17:31,20:19,21:l,22:u,23:h,24:23,25:f,27:d,28:[2,26],29:p,30:g,31:y,33:m,35:[1,92],37:v,48:b,58:i},{17:93,48:b},{17:94,48:b},{26:95,57:k},{26:96,57:k},{26:97,57:k},{42:[1,98],57:[2,35]},{5:[1,99]},{5:[1,100]},t(_,[2,20]),t(_,[2,21]),t(_,[2,22]),t(_,[2,23]),{19:[1,101]},t(_,[2,24]),{19:[1,102]},{26:103,57:k},{26:104,57:k},{5:[2,40]},{5:[2,30]},{5:[2,31]},{17:105,48:b},t(S,[2,11]),t(_,[2,12]),t(C,a,{8:75,32:106}),t(T,a,{8:77,34:107}),{5:[2,38]},{5:[2,39]},{57:[2,34]},{28:[2,29]},{28:[2,27]}],defaultActions:{7:[2,51],8:[2,1],9:[2,2],10:[2,3],36:[2,54],44:[2,50],61:[2,36],62:[2,37],65:[2,53],95:[2,40],96:[2,30],97:[2,31],103:[2,38],104:[2,39],105:[2,34],106:[2,29],107:[2,27]},parseError:function(t,e){if(!e.recoverable){var n=new Error(t);throw n.hash=e,n}this.trace(t)},parse:function(t){var e=this,n=[0],r=[],i=[null],a=[],o=this.table,s="",c=0,l=0,u=0,h=2,f=1,d=a.slice.call(arguments,1),p=Object.create(this.lexer),g={yy:{}};for(var y in this.yy)Object.prototype.hasOwnProperty.call(this.yy,y)&&(g.yy[y]=this.yy[y]);p.setInput(t,g.yy),g.yy.lexer=p,g.yy.parser=this,void 0===p.yylloc&&(p.yylloc={});var m=p.yylloc;a.push(m);var v=p.options&&p.options.ranges;function b(){var t;return"number"!=typeof(t=r.pop()||p.lex()||f)&&(t instanceof Array&&(t=(r=t).pop()),t=e.symbols_[t]||t),t}"function"==typeof g.yy.parseError?this.parseError=g.yy.parseError:this.parseError=Object.getPrototypeOf(this).parseError;for(var x,_,k,w,C,T,E,S,A,O={};;){if(k=n[n.length-1],this.defaultActions[k]?w=this.defaultActions[k]:(null==x&&(x=b()),w=o[k]&&o[k][x]),void 0===w||!w.length||!w[0]){var M="";for(T in A=[],o[k])this.terminals_[T]&&T>h&&A.push("'"+this.terminals_[T]+"'");M=p.showPosition?"Parse error on line 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C;E&&(n=n.slice(0,-1*E*2),i=i.slice(0,-1*E),a=a.slice(0,-1*E)),n.push(this.productions_[w[1]][0]),i.push(O.$),a.push(O._$),S=o[n[n.length-2]][n[n.length-1]],n.push(S);break;case 3:return!0}}return!0}},O={EOF:1,parseError:function(t,e){if(!this.yy.parser)throw new Error(t);this.yy.parser.parseError(t,e)},setInput:function(t,e){return this.yy=e||this.yy||{},this._input=t,this._more=this._backtrack=this.done=!1,this.yylineno=this.yyleng=0,this.yytext=this.matched=this.match="",this.conditionStack=["INITIAL"],this.yylloc={first_line:1,first_column:0,last_line:1,last_column:0},this.options.ranges&&(this.yylloc.range=[0,0]),this.offset=0,this},input:function(){var t=this._input[0];return this.yytext+=t,this.yyleng++,this.offset++,this.match+=t,this.matched+=t,t.match(/(?:\r\n?|\n).*/g)?(this.yylineno++,this.yylloc.last_line++):this.yylloc.last_column++,this.options.ranges&&this.yylloc.range[1]++,this._input=this._input.slice(1),t},unput:function(t){var e=t.length,n=t.split(/(?:\r\n?|\n)/g);this._input=t+this._input,this.yytext=this.yytext.substr(0,this.yytext.length-e),this.offset-=e;var r=this.match.split(/(?:\r\n?|\n)/g);this.match=this.match.substr(0,this.match.length-1),this.matched=this.matched.substr(0,this.matched.length-1),n.length-1&&(this.yylineno-=n.length-1);var i=this.yylloc.range;return this.yylloc={first_line:this.yylloc.first_line,last_line:this.yylineno+1,first_column:this.yylloc.first_column,last_column:n?(n.length===r.length?this.yylloc.first_column:0)+r[r.length-n.length].length-n[0].length:this.yylloc.first_column-e},this.options.ranges&&(this.yylloc.range=[i[0],i[0]+this.yyleng-e]),this.yyleng=this.yytext.length,this},more:function(){return this._more=!0,this},reject:function(){return this.options.backtrack_lexer?(this._backtrack=!0,this):this.parseError("Lexical error on line "+(this.yylineno+1)+". 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4:return 60;case 5:return 5;case 6:case 7:case 8:case 9:case 10:break;case 11:return this.begin("ID"),16;case 12:return e.yytext=e.yytext.trim(),this.begin("ALIAS"),48;case 13:return this.popState(),this.popState(),this.begin("LINE"),18;case 14:return this.popState(),this.popState(),5;case 15:return this.begin("LINE"),27;case 16:return this.begin("LINE"),29;case 17:return this.begin("LINE"),30;case 18:return this.begin("LINE"),31;case 19:return this.begin("LINE"),36;case 20:return this.begin("LINE"),33;case 21:return this.begin("LINE"),35;case 22:return this.popState(),19;case 23:return 28;case 24:return 43;case 25:return 44;case 26:return 39;case 27:return 37;case 28:return this.begin("ID"),22;case 29:return this.begin("ID"),23;case 30:return 25;case 31:return 7;case 32:return 21;case 33:return 42;case 34:return 5;case 35:return e.yytext=e.yytext.trim(),48;case 36:return 51;case 37:return 52;case 38:return 49;case 39:return 50;case 40:return 53;case 41:return 54;case 42:return 55;case 43:return 56;case 44:return 57;case 45:return 46;case 46:return 47;case 47:return 5;case 48:return"INVALID"}},rules:[/^(?:%%\{)/i,/^(?:((?:(?!\}%%)[^:.])*))/i,/^(?::)/i,/^(?:\}%%)/i,/^(?:((?:(?!\}%%).|\n)*))/i,/^(?:[\n]+)/i,/^(?:\s+)/i,/^(?:((?!\n)\s)+)/i,/^(?:#[^\n]*)/i,/^(?:%(?!\{)[^\n]*)/i,/^(?:[^\}]%%[^\n]*)/i,/^(?:participant\b)/i,/^(?:[^\->:\n,;]+?(?=((?!\n)\s)+as(?!\n)\s|[#\n;]|$))/i,/^(?:as\b)/i,/^(?:(?:))/i,/^(?:loop\b)/i,/^(?:rect\b)/i,/^(?:opt\b)/i,/^(?:alt\b)/i,/^(?:else\b)/i,/^(?:par\b)/i,/^(?:and\b)/i,/^(?:(?:[:]?(?:no)?wrap)?[^#\n;]*)/i,/^(?:end\b)/i,/^(?:left of\b)/i,/^(?:right 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i.parse.apply(i,arguments)},e.main=function(r){r[1]||(console.log("Usage: "+r[0]+" FILE"),t.exit(1));var i=n("./node_modules/node-libs-browser/mock/empty.js").readFileSync(n("./node_modules/path-browserify/index.js").normalize(r[1]),"utf8");return e.parser.parse(i)},n.c[n.s]===r&&e.main(t.argv.slice(1))}).call(this,n("./node_modules/process/browser.js"),n("./node_modules/webpack/buildin/module.js")(t))},"./src/diagrams/sequence/sequenceDb.js":function(t,e,n){"use strict";n.r(e),n.d(e,"parseDirective",(function(){return p})),n.d(e,"addActor",(function(){return g})),n.d(e,"addMessage",(function(){return m})),n.d(e,"addSignal",(function(){return v})),n.d(e,"getMessages",(function(){return b})),n.d(e,"getActors",(function(){return x})),n.d(e,"getActor",(function(){return _})),n.d(e,"getActorKeys",(function(){return k})),n.d(e,"getTitle",(function(){return w})),n.d(e,"getTitleWrapped",(function(){return C})),n.d(e,"enableSequenceNumbers",(function(){return T})),n.d(e,"showSequenceNumbers",(function(){return E})),n.d(e,"setWrap",(function(){return S})),n.d(e,"autoWrap",(function(){return A})),n.d(e,"clear",(function(){return O})),n.d(e,"parseMessage",(function(){return M})),n.d(e,"LINETYPE",(function(){return j})),n.d(e,"ARROWTYPE",(function(){return D})),n.d(e,"PLACEMENT",(function(){return N})),n.d(e,"addNote",(function(){return B})),n.d(e,"setTitle",(function(){return L})),n.d(e,"apply",(function(){return I}));var r=n("./src/mermaidAPI.js"),i=n("./src/config.js"),a=n("./src/logger.js"),o=void 0,s={},c=[],l=[],u="",h=!1,f=!1,d=!1,p=function(t,e,n){r.default.parseDirective(this,t,e,n)},g=function(t,e,n){var r=s[t];r&&e===r.name&&null==n||(null!=n&&null!=n.text||(n={text:e,wrap:null}),s[t]={name:e,description:n.text,wrap:void 0===n.wrap&&A()||!!n.wrap,prevActor:o},o&&s[o]&&(s[o].nextActor=t),o=t)},y=function(t){var e,n=0;for(e=0;e<c.length;e++)c[e].type===j.ACTIVE_START&&c[e].from.actor===t&&n++,c[e].type===j.ACTIVE_END&&c[e].from.actor===t&&n--;return n},m=function(t,e,n,r){c.push({from:t,to:e,message:n.text,wrap:void 0===n.wrap&&A()||!!n.wrap,answer:r})},v=function(t,e){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{text:void 0,wrap:void 0},r=arguments.length>3?arguments[3]:void 0;if(r===j.ACTIVE_END){var i=y(t.actor);if(i<1){var a=new Error("Trying to inactivate an inactive participant ("+t.actor+")");throw a.hash={text:"->>-",token:"->>-",line:"1",loc:{first_line:1,last_line:1,first_column:1,last_column:1},expected:["'ACTIVE_PARTICIPANT'"]},a}}return c.push({from:t,to:e,message:n.text,wrap:void 0===n.wrap&&A()||!!n.wrap,type:r}),!0},b=function(){return c},x=function(){return s},_=function(t){return s[t]},k=function(){return Object.keys(s)},w=function(){return u},C=function(){return h},T=function(){f=!0},E=function(){return f},S=function(t){d=t},A=function(){return d},O=function(){s={},c=[]},M=function(t){var e=t.trim(),n={text:e.replace(/^[:]?(?:no)?wrap:/,"").trim(),wrap:null!==e.match(/^[:]?wrap:/)||null===e.match(/^[:]?nowrap:/)&&void 0};return a.log.debug("parseMessage:",n),n},j={SOLID:0,DOTTED:1,NOTE:2,SOLID_CROSS:3,DOTTED_CROSS:4,SOLID_OPEN:5,DOTTED_OPEN:6,LOOP_START:10,LOOP_END:11,ALT_START:12,ALT_ELSE:13,ALT_END:14,OPT_START:15,OPT_END:16,ACTIVE_START:17,ACTIVE_END:18,PAR_START:19,PAR_AND:20,PAR_END:21,RECT_START:22,RECT_END:23,SOLID_POINT:24,DOTTED_POINT:25},D={FILLED:0,OPEN:1},N={LEFTOF:0,RIGHTOF:1,OVER:2},B=function(t,e,n){var r={actor:t,placement:e,message:n.text,wrap:void 0===n.wrap&&A()||!!n.wrap},i=[].concat(t,t);l.push(r),c.push({from:i[0],to:i[1],message:n.text,wrap:void 0===n.wrap&&A()||!!n.wrap,type:j.NOTE,placement:e})},L=function(t){u=t.text,h=void 0===t.wrap&&A()||!!t.wrap},I=function t(e){if(e instanceof Array)e.forEach((function(e){t(e)}));else switch(e.type){case"addActor":g(e.actor,e.actor,e.description);break;case"activeStart":case"activeEnd":v(e.actor,void 0,void 0,e.signalType);break;case"addNote":B(e.actor,e.placement,e.text);break;case"addMessage":v(e.from,e.to,e.msg,e.signalType);break;case"loopStart":v(void 0,void 0,e.loopText,e.signalType);break;case"loopEnd":v(void 0,void 0,void 0,e.signalType);break;case"rectStart":v(void 0,void 0,e.color,e.signalType);break;case"rectEnd":v(void 0,void 0,void 0,e.signalType);break;case"optStart":v(void 0,void 0,e.optText,e.signalType);break;case"optEnd":v(void 0,void 0,void 0,e.signalType);break;case"altStart":case"else":v(void 0,void 0,e.altText,e.signalType);break;case"altEnd":v(void 0,void 0,void 0,e.signalType);break;case"setTitle":L(e.text);break;case"parStart":case"and":v(void 0,void 0,e.parText,e.signalType);break;case"parEnd":v(void 0,void 0,void 0,e.signalType)}};e.default={addActor:g,addMessage:m,addSignal:v,autoWrap:A,setWrap:S,enableSequenceNumbers:T,showSequenceNumbers:E,getMessages:b,getActors:x,getActor:_,getActorKeys:k,getTitle:w,parseDirective:p,getConfig:function(){return i.getConfig().sequence},getTitleWrapped:C,clear:O,parseMessage:M,LINETYPE:j,ARROWTYPE:D,PLACEMENT:N,addNote:B,setTitle:L,apply:I}},"./src/diagrams/sequence/sequenceRenderer.js":function(t,e,n){"use strict";n.r(e),n.d(e,"bounds",(function(){return f})),n.d(e,"drawActors",(function(){return y})),n.d(e,"setConf",(function(){return m})),n.d(e,"draw",(function(){return _}));var r=n("d3"),i=n("./src/diagrams/sequence/svgDraw.js"),a=n("./src/logger.js"),o=n("./src/diagrams/sequence/parser/sequenceDiagram.jison"),s=n("./src/diagrams/common/common.js"),c=n("./src/diagrams/sequence/sequenceDb.js"),l=n("./src/config.js"),u=n("./src/utils.js");o.parser.yy=c.default;var h={},f={data:{startx:void 0,stopx:void 0,starty:void 0,stopy:void 0},verticalPos:0,sequenceItems:[],activations:[],models:{getHeight:function(){return Math.max.apply(null,0===this.actors.length?[0]:this.actors.map((function(t){return t.height||0})))+(0===this.loops.length?0:this.loops.map((function(t){return t.height||0})).reduce((function(t,e){return t+e})))+(0===this.messages.length?0:this.messages.map((function(t){return t.height||0})).reduce((function(t,e){return t+e})))+(0===this.notes.length?0:this.notes.map((function(t){return t.height||0})).reduce((function(t,e){return t+e})))},clear:function(){this.actors=[],this.loops=[],this.messages=[],this.notes=[]},addActor:function(t){this.actors.push(t)},addLoop:function(t){this.loops.push(t)},addMessage:function(t){this.messages.push(t)},addNote:function(t){this.notes.push(t)},lastActor:function(){return this.actors[this.actors.length-1]},lastLoop:function(){return this.loops[this.loops.length-1]},lastMessage:function(){return this.messages[this.messages.length-1]},lastNote:function(){return this.notes[this.notes.length-1]},actors:[],loops:[],messages:[],notes:[]},init:function(){this.sequenceItems=[],this.activations=[],this.models.clear(),this.data={startx:void 0,stopx:void 0,starty:void 0,stopy:void 0},this.verticalPos=0,m(o.parser.yy.getConfig())},updateVal:function(t,e,n,r){void 0===t[e]?t[e]=n:t[e]=r(n,t[e])},updateBounds:function(t,e,n,r){var i=this,a=0;function o(o){return function(s){a++;var c=i.sequenceItems.length-a+1;i.updateVal(s,"starty",e-c*h.boxMargin,Math.min),i.updateVal(s,"stopy",r+c*h.boxMargin,Math.max),i.updateVal(f.data,"startx",t-c*h.boxMargin,Math.min),i.updateVal(f.data,"stopx",n+c*h.boxMargin,Math.max),"activation"!==o&&(i.updateVal(s,"startx",t-c*h.boxMargin,Math.min),i.updateVal(s,"stopx",n+c*h.boxMargin,Math.max),i.updateVal(f.data,"starty",e-c*h.boxMargin,Math.min),i.updateVal(f.data,"stopy",r+c*h.boxMargin,Math.max))}}this.sequenceItems.forEach(o()),this.activations.forEach(o("activation"))},insert:function(t,e,n,r){var i=Math.min(t,n),a=Math.max(t,n),o=Math.min(e,r),s=Math.max(e,r);this.updateVal(f.data,"startx",i,Math.min),this.updateVal(f.data,"starty",o,Math.min),this.updateVal(f.data,"stopx",a,Math.max),this.updateVal(f.data,"stopy",s,Math.max),this.updateBounds(i,o,a,s)},newActivation:function(t,e,n){var r=n[t.from.actor],a=v(t.from.actor).length||0,o=r.x+r.width/2+(a-1)*h.activationWidth/2;this.activations.push({startx:o,starty:this.verticalPos+2,stopx:o+h.activationWidth,stopy:void 0,actor:t.from.actor,anchored:i.default.anchorElement(e)})},endActivation:function(t){var e=this.activations.map((function(t){return t.actor})).lastIndexOf(t.from.actor);return this.activations.splice(e,1)[0]},createLoop:function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{message:void 0,wrap:!1,width:void 0},e=arguments.length>1?arguments[1]:void 0;return{startx:void 0,starty:this.verticalPos,stopx:void 0,stopy:void 0,title:t.message,wrap:t.wrap,width:t.width,height:0,fill:e}},newLoop:function(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:{message:void 0,wrap:!1,width:void 0},e=arguments.length>1?arguments[1]:void 0;this.sequenceItems.push(this.createLoop(t,e))},endLoop:function(){return this.sequenceItems.pop()},addSectionToLoop:function(t){var e=this.sequenceItems.pop();e.sections=e.sections||[],e.sectionTitles=e.sectionTitles||[],e.sections.push({y:f.getVerticalPos(),height:0}),e.sectionTitles.push(t),this.sequenceItems.push(e)},bumpVerticalPos:function(t){this.verticalPos=this.verticalPos+t,this.data.stopy=this.verticalPos},getVerticalPos:function(){return this.verticalPos},getBounds:function(){return{bounds:this.data,models:this.models}}},d=function(t){return{fontFamily:t.messageFontFamily,fontSize:t.messageFontSize,fontWeight:t.messageFontWeight}},p=function(t){return{fontFamily:t.noteFontFamily,fontSize:t.noteFontSize,fontWeight:t.noteFontWeight}},g=function(t){return{fontFamily:t.actorFontFamily,fontSize:t.actorFontSize,fontWeight:t.actorFontWeight}},y=function(t,e,n,r){for(var a=0,o=0,s=0;s<n.length;s++){var c=e[n[s]];c.width=c.width||h.width,c.height=Math.max(c.height||h.height,h.height),c.margin=c.margin||h.actorMargin,c.x=a+o,c.y=r,i.default.drawActor(t,c,h),f.insert(c.x,r,c.x+c.width,c.height),a+=c.width,o+=c.margin,f.models.addActor(c)}f.bumpVerticalPos(h.height)},m=function(t){Object(u.assignWithDepth)(h,t),t.fontFamily&&(h.actorFontFamily=h.noteFontFamily=h.messageFontFamily=t.fontFamily),t.fontSize&&(h.actorFontSize=h.noteFontSize=h.messageFontSize=t.fontSize),t.fontWeight&&(h.actorFontWeight=h.noteFontWeight=h.messageFontWeight=t.fontWeight)},v=function(t){return f.activations.filter((function(e){return e.actor===t}))},b=function(t,e){var n=e[t],r=v(t);return[r.reduce((function(t,e){return Math.min(t,e.startx)}),n.x+n.width/2),r.reduce((function(t,e){return Math.max(t,e.stopx)}),n.x+n.width/2)]};function x(t,e,n,r,i){f.bumpVerticalPos(n);var o=r;if(e.id&&e.message&&t[e.id]){var s=t[e.id].width,c=d(h);e.message=u.default.wrapLabel("[".concat(e.message,"]"),s-2*h.wrapPadding,c),e.width=s,e.wrap=!0;var l=u.default.calculateTextDimensions(e.message,c),p=Math.max(l.height,h.labelBoxHeight);o=r+p,a.log.debug("".concat(p," - ").concat(e.message))}i(e),f.bumpVerticalPos(o)}var _=function(t,e){h=l.getConfig().sequence,o.parser.yy.clear(),o.parser.yy.setWrap(h.wrap),o.parser.parse(t+"\n"),f.init(),a.log.debug("C:".concat(JSON.stringify(h,null,2)));var n=Object(r.select)('[id="'.concat(e,'"]')),p=o.parser.yy.getActors(),g=o.parser.yy.getActorKeys(),m=o.parser.yy.getMessages(),b=o.parser.yy.getTitle(),_=k(p,m);h.height=w(p,_),y(n,p,g,0);var T=C(m,p,_);i.default.insertArrowHead(n),i.default.insertArrowCrossHead(n),i.default.insertArrowFilledHead(n),i.default.insertSequenceNumber(n);var E=1;m.forEach((function(t){var e,r,l;switch(t.type){case o.parser.yy.LINETYPE.NOTE:r=t.noteModel,function(t,e){f.bumpVerticalPos(h.boxMargin),e.height=h.boxMargin,e.starty=f.getVerticalPos();var n=i.default.getNoteRect();n.x=e.startx,n.y=e.starty,n.width=e.width||h.width,n.class="note";var r=t.append("g"),a=i.default.drawRect(r,n),o=i.default.getTextObj();o.x=e.startx,o.y=e.starty,o.width=n.width,o.dy="1em",o.text=e.message,o.class="noteText",o.fontFamily=h.noteFontFamily,o.fontSize=h.noteFontSize,o.fontWeight=h.noteFontWeight,o.anchor=h.noteAlign,o.textMargin=h.noteMargin,o.valign=h.noteAlign;var s=Object(i.drawText)(r,o),c=Math.round(s.map((function(t){return(t._groups||t)[0][0].getBBox().height})).reduce((function(t,e){return t+e})));a.attr("height",c+2*h.noteMargin),e.height+=c+2*h.noteMargin,f.bumpVerticalPos(c+2*h.noteMargin),e.stopy=e.starty+c+2*h.noteMargin,e.stopx=e.startx+n.width,f.insert(e.startx,e.starty,e.stopx,e.stopy),f.models.addNote(e)}(n,r);break;case o.parser.yy.LINETYPE.ACTIVE_START:f.newActivation(t,n,p);break;case o.parser.yy.LINETYPE.ACTIVE_END:!function(t,e){var r=f.endActivation(t);r.starty+18>e&&(r.starty=e-6,e+=12),i.default.drawActivation(n,r,e,h,v(t.from.actor).length),f.insert(r.startx,e-10,r.stopx,e)}(t,f.getVerticalPos());break;case o.parser.yy.LINETYPE.LOOP_START:x(T,t,h.boxMargin,h.boxMargin+h.boxTextMargin,(function(t){return f.newLoop(t)}));break;case o.parser.yy.LINETYPE.LOOP_END:e=f.endLoop(),i.default.drawLoop(n,e,"loop",h),f.bumpVerticalPos(e.stopy-f.getVerticalPos()),f.models.addLoop(e);break;case o.parser.yy.LINETYPE.RECT_START:x(T,t,h.boxMargin,h.boxMargin,(function(t){return f.newLoop(void 0,t.message)}));break;case o.parser.yy.LINETYPE.RECT_END:e=f.endLoop(),i.default.drawBackgroundRect(n,e),f.models.addLoop(e),f.bumpVerticalPos(e.stopy-f.getVerticalPos());break;case o.parser.yy.LINETYPE.OPT_START:x(T,t,h.boxMargin,h.boxMargin+h.boxTextMargin,(function(t){return f.newLoop(t)}));break;case o.parser.yy.LINETYPE.OPT_END:e=f.endLoop(),i.default.drawLoop(n,e,"opt",h),f.bumpVerticalPos(e.stopy-f.getVerticalPos()),f.models.addLoop(e);break;case o.parser.yy.LINETYPE.ALT_START:x(T,t,h.boxMargin,h.boxMargin+h.boxTextMargin,(function(t){return f.newLoop(t)}));break;case o.parser.yy.LINETYPE.ALT_ELSE:x(T,t,h.boxMargin+h.boxTextMargin,h.boxMargin,(function(t){return f.addSectionToLoop(t)}));break;case o.parser.yy.LINETYPE.ALT_END:e=f.endLoop(),i.default.drawLoop(n,e,"alt",h),f.bumpVerticalPos(e.stopy-f.getVerticalPos()),f.models.addLoop(e);break;case o.parser.yy.LINETYPE.PAR_START:x(T,t,h.boxMargin,h.boxMargin+h.boxTextMargin,(function(t){return f.newLoop(t)}));break;case o.parser.yy.LINETYPE.PAR_AND:x(T,t,h.boxMargin+h.boxTextMargin,h.boxMargin,(function(t){return f.addSectionToLoop(t)}));break;case o.parser.yy.LINETYPE.PAR_END:e=f.endLoop(),i.default.drawLoop(n,e,"par",h),f.bumpVerticalPos(e.stopy-f.getVerticalPos()),f.models.addLoop(e);break;default:try{(l=t.msgModel).starty=f.getVerticalPos(),l.sequenceIndex=E,function(t,e){f.bumpVerticalPos(10);var n=e.startx,r=e.stopx,a=e.starty,l=e.message,p=e.type,g=e.sequenceIndex,y=s.default.splitBreaks(l).length,m=u.default.calculateTextDimensions(l,d(h)),v=m.height/y;e.height+=v,f.bumpVerticalPos(v);var b=i.default.getTextObj();b.x=n,b.y=a+10,b.width=r-n,b.class="messageText",b.dy="1em",b.text=l,b.fontFamily=h.messageFontFamily,b.fontSize=h.messageFontSize,b.fontWeight=h.messageFontWeight,b.anchor=h.messageAlign,b.valign=h.messageAlign,b.textMargin=h.wrapPadding,b.tspan=!1,Object(i.drawText)(t,b);var x,_,k=m.height-10,w=m.width;if(n===r){_=f.getVerticalPos()+k,h.rightAngles?x=t.append("path").attr("d","M ".concat(n,",").concat(_," H ").concat(n+Math.max(h.width/2,w/2)," V ").concat(_+25," H ").concat(n)):(k+=h.boxMargin,_=f.getVerticalPos()+k,x=t.append("path").attr("d","M "+n+","+_+" C "+(n+60)+","+(_-10)+" "+(n+60)+","+(_+30)+" "+n+","+(_+20))),k+=30;var C=Math.max(w/2,h.width/2);f.insert(n-C,f.getVerticalPos()-10+k,r+C,f.getVerticalPos()+30+k)}else k+=h.boxMargin,_=f.getVerticalPos()+k,(x=t.append("line")).attr("x1",n),x.attr("y1",_),x.attr("x2",r),x.attr("y2",_),f.insert(n,_-10,r,_);p===o.parser.yy.LINETYPE.DOTTED||p===o.parser.yy.LINETYPE.DOTTED_CROSS||p===o.parser.yy.LINETYPE.DOTTED_POINT||p===o.parser.yy.LINETYPE.DOTTED_OPEN?(x.style("stroke-dasharray","3, 3"),x.attr("class","messageLine1")):x.attr("class","messageLine0");var T="";h.arrowMarkerAbsolute&&(T=(T=(T=window.location.protocol+"//"+window.location.host+window.location.pathname+window.location.search).replace(/\(/g,"\\(")).replace(/\)/g,"\\)")),x.attr("stroke-width",2),x.attr("stroke","none"),x.style("fill","none"),p!==o.parser.yy.LINETYPE.SOLID&&p!==o.parser.yy.LINETYPE.DOTTED||x.attr("marker-end","url("+T+"#arrowhead)"),p!==o.parser.yy.LINETYPE.SOLID_POINT&&p!==o.parser.yy.LINETYPE.DOTTED_POINT||x.attr("marker-end","url("+T+"#filled-head)"),p!==o.parser.yy.LINETYPE.SOLID_CROSS&&p!==o.parser.yy.LINETYPE.DOTTED_CROSS||x.attr("marker-end","url("+T+"#crosshead)"),(c.default.showSequenceNumbers()||h.showSequenceNumbers)&&(x.attr("marker-start","url("+T+"#sequencenumber)"),t.append("text").attr("x",n).attr("y",_+4).attr("font-family","sans-serif").attr("font-size","12px").attr("text-anchor","middle").attr("textLength","16px").attr("class","sequenceNumber").text(g)),f.bumpVerticalPos(k),e.height+=k,e.stopy=e.starty+e.height,f.insert(e.fromBounds,e.starty,e.toBounds,e.stopy)}(n,l),f.models.addMessage(l)}catch(t){a.log.error("error while drawing message",t)}}[o.parser.yy.LINETYPE.SOLID_OPEN,o.parser.yy.LINETYPE.DOTTED_OPEN,o.parser.yy.LINETYPE.SOLID,o.parser.yy.LINETYPE.DOTTED,o.parser.yy.LINETYPE.SOLID_CROSS,o.parser.yy.LINETYPE.DOTTED_CROSS,o.parser.yy.LINETYPE.SOLID_POINT,o.parser.yy.LINETYPE.DOTTED_POINT].includes(t.type)&&E++})),h.mirrorActors&&(f.bumpVerticalPos(2*h.boxMargin),y(n,p,g,f.getVerticalPos()));var S=f.getBounds().bounds;a.log.debug("For line height fix Querying: #"+e+" .actor-line"),Object(r.selectAll)("#"+e+" .actor-line").attr("y2",S.stopy);var A=S.stopy-S.starty+2*h.diagramMarginY;h.mirrorActors&&(A=A-h.boxMargin+h.bottomMarginAdj);var O=S.stopx-S.startx+2*h.diagramMarginX;b&&n.append("text").text(b).attr("x",(S.stopx-S.startx)/2-2*h.diagramMarginX).attr("y",-25),Object(u.configureSvgSize)(n,A,O,h.useMaxWidth);var M=b?40:0;n.attr("viewBox",S.startx-h.diagramMarginX+" -"+(h.diagramMarginY+M)+" "+O+" "+(A+M)),a.log.debug("models:",f.models)},k=function(t,e){var n={};return e.forEach((function(e){if(t[e.to]&&t[e.from]){var r=t[e.to];if(e.placement===o.parser.yy.PLACEMENT.LEFTOF&&!r.prevActor)return;if(e.placement===o.parser.yy.PLACEMENT.RIGHTOF&&!r.nextActor)return;var i=void 0!==e.placement,a=!i,s=i?p(h):d(h),c=e.wrap?u.default.wrapLabel(e.message,h.width-2*h.wrapPadding,s):e.message,l=u.default.calculateTextDimensions(c,s).width+2*h.wrapPadding;a&&e.from===r.nextActor?n[e.to]=Math.max(n[e.to]||0,l):a&&e.from===r.prevActor?n[e.from]=Math.max(n[e.from]||0,l):a&&e.from===e.to?(n[e.from]=Math.max(n[e.from]||0,l/2),n[e.to]=Math.max(n[e.to]||0,l/2)):e.placement===o.parser.yy.PLACEMENT.RIGHTOF?n[e.from]=Math.max(n[e.from]||0,l):e.placement===o.parser.yy.PLACEMENT.LEFTOF?n[r.prevActor]=Math.max(n[r.prevActor]||0,l):e.placement===o.parser.yy.PLACEMENT.OVER&&(r.prevActor&&(n[r.prevActor]=Math.max(n[r.prevActor]||0,l/2)),r.nextActor&&(n[e.from]=Math.max(n[e.from]||0,l/2)))}})),a.log.debug("maxMessageWidthPerActor:",n),n},w=function(t,e){var n=0;for(var r in Object.keys(t).forEach((function(e){var r=t[e];r.wrap&&(r.description=u.default.wrapLabel(r.description,h.width-2*h.wrapPadding,g(h)));var i=u.default.calculateTextDimensions(r.description,g(h));r.width=r.wrap?h.width:Math.max(h.width,i.width+2*h.wrapPadding),r.height=r.wrap?Math.max(i.height,h.height):h.height,n=Math.max(n,r.height)})),e){var i=t[r];if(i){var a=t[i.nextActor];if(a){var o=e[r]+h.actorMargin-i.width/2-a.width/2;i.margin=Math.max(o,h.actorMargin)}}}return Math.max(n,h.height)},C=function(t,e){var n,r,i,s={},c=[];return t.forEach((function(t){switch(t.id=u.default.random({length:10}),t.type){case o.parser.yy.LINETYPE.LOOP_START:case o.parser.yy.LINETYPE.ALT_START:case o.parser.yy.LINETYPE.OPT_START:case o.parser.yy.LINETYPE.PAR_START:c.push({id:t.id,msg:t.message,from:Number.MAX_SAFE_INTEGER,to:Number.MIN_SAFE_INTEGER,width:0});break;case o.parser.yy.LINETYPE.ALT_ELSE:case o.parser.yy.LINETYPE.PAR_AND:t.message&&(n=c.pop(),s[n.id]=n,s[t.id]=n,c.push(n));break;case 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".concat(t.actor3):"",";\n }\n .actor-4 {\n ").concat(t.actor4?"fill: ".concat(t.actor4):"",";\n }\n .actor-5 {\n ").concat(t.actor5?"fill: ".concat(t.actor5):"",";\n }\n\n }\n")}},"./src/diagrams/user-journey/svgDraw.js":function(t,e,n){"use strict";n.r(e),n.d(e,"drawRect",(function(){return i})),n.d(e,"drawFace",(function(){return a})),n.d(e,"drawCircle",(function(){return o})),n.d(e,"drawText",(function(){return s})),n.d(e,"drawLabel",(function(){return c})),n.d(e,"drawSection",(function(){return l})),n.d(e,"drawTask",(function(){return h})),n.d(e,"drawBackgroundRect",(function(){return f})),n.d(e,"getTextObj",(function(){return d})),n.d(e,"getNoteRect",(function(){return p}));var r=n("d3"),i=function(t,e){var n=t.append("rect");return n.attr("x",e.x),n.attr("y",e.y),n.attr("fill",e.fill),n.attr("stroke",e.stroke),n.attr("width",e.width),n.attr("height",e.height),n.attr("rx",e.rx),n.attr("ry",e.ry),void 0!==e.class&&n.attr("class",e.class),n},a=function(t,e){var n=15,i=t.append("circle").attr("cx",e.cx).attr("cy",e.cy).attr("class","face").attr("r",n).attr("stroke-width",2).attr("overflow","visible"),a=t.append("g");return a.append("circle").attr("cx",e.cx-5).attr("cy",e.cy-5).attr("r",1.5).attr("stroke-width",2).attr("fill","#666").attr("stroke","#666"),a.append("circle").attr("cx",e.cx+5).attr("cy",e.cy-5).attr("r",1.5).attr("stroke-width",2).attr("fill","#666").attr("stroke","#666"),e.score>3?function(t){var i=Object(r.arc)().startAngle(Math.PI/2).endAngle(Math.PI/2*3).innerRadius(7.5).outerRadius(n/2.2);t.append("path").attr("class","mouth").attr("d",i).attr("transform","translate("+e.cx+","+(e.cy+2)+")")}(a):e.score<3?function(t){var i=Object(r.arc)().startAngle(3*Math.PI/2).endAngle(Math.PI/2*5).innerRadius(7.5).outerRadius(n/2.2);t.append("path").attr("class","mouth").attr("d",i).attr("transform","translate("+e.cx+","+(e.cy+7)+")")}(a):function(t){t.append("line").attr("class","mouth").attr("stroke",2).attr("x1",e.cx-5).attr("y1",e.cy+7).attr("x2",e.cx+5).attr("y2",e.cy+7).attr("class","mouth").attr("stroke-width","1px").attr("stroke","#666")}(a),i},o=function(t,e){var n=t.append("circle");return n.attr("cx",e.cx),n.attr("cy",e.cy),n.attr("class","actor-"+e.pos),n.attr("fill",e.fill),n.attr("stroke",e.stroke),n.attr("r",e.r),void 0!==n.class&&n.attr("class",n.class),void 0!==e.title&&n.append("title").text(e.title),n},s=function(t,e){var n=e.text.replace(/<br\s*\/?>/gi," "),r=t.append("text");r.attr("x",e.x),r.attr("y",e.y),r.attr("class","legend"),r.style("text-anchor",e.anchor),void 0!==e.class&&r.attr("class",e.class);var i=r.append("tspan");return i.attr("x",e.x+2*e.textMargin),i.text(n),r},c=function(t,e){var n,r,i,a,o,c=t.append("polygon");c.attr("points",(n=e.x,r=e.y,n+","+r+" "+(n+(i=50))+","+r+" "+(n+i)+","+(r+(a=20)-(o=7))+" "+(n+i-1.2*o)+","+(r+a)+" "+n+","+(r+a))),c.attr("class","labelBox"),e.y=e.y+e.labelMargin,e.x=e.x+.5*e.labelMargin,s(t,e)},l=function(t,e,n){var r=t.append("g"),a=p();a.x=e.x,a.y=e.y,a.fill=e.fill,a.width=n.width,a.height=n.height,a.class="journey-section section-type-"+e.num,a.rx=3,a.ry=3,i(r,a),g(n)(e.text,r,a.x,a.y,a.width,a.height,{class:"journey-section section-type-"+e.num},n,e.colour)},u=-1,h=function(t,e,n){var r=e.x+n.width/2,s=t.append("g");u++,s.append("line").attr("id","task"+u).attr("x1",r).attr("y1",e.y).attr("x2",r).attr("y2",450).attr("class","task-line").attr("stroke-width","1px").attr("stroke-dasharray","4 2").attr("stroke","#666"),a(s,{cx:r,cy:300+30*(5-e.score),score:e.score});var c=p();c.x=e.x,c.y=e.y,c.fill=e.fill,c.width=n.width,c.height=n.height,c.class="task 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r=n("./src/diagrams/class/styles.js"),i=n("./src/diagrams/er/styles.js"),a=n("./src/diagrams/flowchart/styles.js"),o=n("./src/diagrams/gantt/styles.js"),s=n("./src/diagrams/git/styles.js"),c=n("./src/diagrams/info/styles.js"),l=n("./src/diagrams/pie/styles.js"),u=n("./src/diagrams/requirement/styles.js"),h=n("./src/diagrams/sequence/styles.js"),f=n("./src/diagrams/state/styles.js"),d=n("./src/diagrams/user-journey/styles.js"),p={flowchart:a.default,"flowchart-v2":a.default,sequence:h.default,gantt:o.default,classDiagram:r.default,"classDiagram-v2":r.default,class:r.default,stateDiagram:f.default,state:f.default,git:s.default,info:c.default,pie:l.default,er:i.default,journey:d.default,requirement:u.default},g=function(t,e){return t.calcColors(e)};e.default=function(t,e,n){return" {\n font-family: ".concat(n.fontFamily,";\n font-size: ").concat(n.fontSize,";\n fill: ").concat(n.textColor,"\n }\n\n /* Classes common for multiple diagrams */\n\n .error-icon {\n fill: ").concat(n.errorBkgColor,";\n }\n .error-text {\n fill: ").concat(n.errorTextColor,";\n stroke: ").concat(n.errorTextColor,";\n }\n\n .edge-thickness-normal {\n stroke-width: 2px;\n }\n .edge-thickness-thick {\n stroke-width: 3.5px\n }\n .edge-pattern-solid {\n stroke-dasharray: 0;\n }\n\n .edge-pattern-dashed{\n stroke-dasharray: 3;\n }\n .edge-pattern-dotted {\n stroke-dasharray: 2;\n }\n\n .marker {\n fill: ").concat(n.lineColor,";\n stroke: ").concat(n.lineColor,";\n }\n .marker.cross {\n stroke: ").concat(n.lineColor,";\n }\n\n svg {\n font-family: ").concat(n.fontFamily,";\n font-size: ").concat(n.fontSize,";\n }\n\n ").concat(p[t](n),"\n\n ").concat(e,"\n")}},"./src/themes/index.js":function(t,e,n){"use strict";n.r(e);var r=n("./src/themes/theme-base.js"),i=n("./src/themes/theme-dark.js"),a=n("./src/themes/theme-default.js"),o=n("./src/themes/theme-forest.js"),s=n("./src/themes/theme-neutral.js");e.default={base:{getThemeVariables:r.getThemeVariables},dark:{getThemeVariables:i.getThemeVariables},default:{getThemeVariables:a.getThemeVariables},forest:{getThemeVariables:o.getThemeVariables},neutral:{getThemeVariables:s.getThemeVariables}}},"./src/themes/theme-base.js":function(t,e,n){"use strict";n.r(e),n.d(e,"getThemeVariables",(function(){return c}));var r=n("khroma"),i=n("./src/themes/theme-helpers.js");function a(t){return a="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},a(t)}function o(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,"value"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}var s=function(){function t(){!function(t,e){if(!(t instanceof e))throw new TypeError("Cannot call a class as a function")}(this,t),this.background="#f4f4f4",this.darkMode=!1,this.primaryColor="#fff4dd",this.noteBkgColor="#fff5ad",this.noteTextColor="#333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px"}var e,n,s;return e=t,(n=[{key:"updateColors",value:function(){this.primaryTextColor=this.primaryTextColor||(this.darkMode?"#ddd":"#333"),this.secondaryColor=this.secondaryColor||Object(r.adjust)(this.primaryColor,{h:-120}),this.tertiaryColor=this.tertiaryColor||Object(r.adjust)(this.primaryColor,{h:180,l:5}),this.primaryBorderColor=this.primaryBorderColor||Object(i.mkBorder)(this.primaryColor,this.darkMode),this.secondaryBorderColor=this.secondaryBorderColor||Object(i.mkBorder)(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=this.tertiaryBorderColor||Object(i.mkBorder)(this.tertiaryColor,this.darkMode),this.noteBorderColor=this.noteBorderColor||Object(i.mkBorder)(this.noteBkgColor,this.darkMode),this.noteBkgColor=this.noteBkgColor||"#fff5ad",this.noteTextColor=this.noteTextColor||"#333",this.secondaryTextColor=this.secondaryTextColor||Object(r.invert)(this.secondaryColor),this.tertiaryTextColor=this.tertiaryTextColor||Object(r.invert)(this.tertiaryColor),this.lineColor=this.lineColor||Object(r.invert)(this.background),this.textColor=this.textColor||this.primaryTextColor,this.nodeBkg=this.nodeBkg||this.primaryColor,this.mainBkg=this.mainBkg||this.primaryColor,this.nodeBorder=this.nodeBorder||this.primaryBorderColor,this.clusterBkg=this.clusterBkg||this.tertiaryColor,this.clusterBorder=this.clusterBorder||this.tertiaryBorderColor,this.defaultLinkColor=this.defaultLinkColor||this.lineColor,this.titleColor=this.titleColor||this.tertiaryTextColor,this.edgeLabelBackground=this.edgeLabelBackground||(this.darkMode?Object(r.darken)(this.secondaryColor,30):this.secondaryColor),this.nodeTextColor=this.nodeTextColor||this.primaryTextColor,this.actorBorder=this.actorBorder||this.primaryBorderColor,this.actorBkg=this.actorBkg||this.mainBkg,this.actorTextColor=this.actorTextColor||this.primaryTextColor,this.actorLineColor=this.actorLineColor||"grey",this.labelBoxBkgColor=this.labelBoxBkgColor||this.actorBkg,this.signalColor=this.signalColor||this.textColor,this.signalTextColor=this.signalTextColor||this.textColor,this.labelBoxBorderColor=this.labelBoxBorderColor||this.actorBorder,this.labelTextColor=this.labelTextColor||this.actorTextColor,this.loopTextColor=this.loopTextColor||this.actorTextColor,this.activationBorderColor=this.activationBorderColor||Object(r.darken)(this.secondaryColor,10),this.activationBkgColor=this.activationBkgColor||this.secondaryColor,this.sequenceNumberColor=this.sequenceNumberColor||Object(r.invert)(this.lineColor),this.sectionBkgColor=this.sectionBkgColor||this.tertiaryColor,this.altSectionBkgColor=this.altSectionBkgColor||"white",this.sectionBkgColor=this.sectionBkgColor||this.secondaryColor,this.sectionBkgColor2=this.sectionBkgColor2||this.primaryColor,this.taskBorderColor=this.taskBorderColor||this.primaryBorderColor,this.taskBkgColor=this.taskBkgColor||this.primaryColor,this.activeTaskBorderColor=this.activeTaskBorderColor||this.primaryColor,this.activeTaskBkgColor=this.activeTaskBkgColor||Object(r.lighten)(this.primaryColor,23),this.gridColor=this.gridColor||"lightgrey",this.doneTaskBkgColor=this.doneTaskBkgColor||"lightgrey",this.doneTaskBorderColor=this.doneTaskBorderColor||"grey",this.critBorderColor=this.critBorderColor||"#ff8888",this.critBkgColor=this.critBkgColor||"red",this.todayLineColor=this.todayLineColor||"red",this.taskTextColor=this.taskTextColor||this.textColor,this.taskTextOutsideColor=this.taskTextOutsideColor||this.textColor,this.taskTextLightColor=this.taskTextLightColor||this.textColor,this.taskTextColor=this.taskTextColor||this.primaryTextColor,this.taskTextDarkColor=this.taskTextDarkColor||this.textColor,this.taskTextClickableColor=this.taskTextClickableColor||"#003163",this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||this.tertiaryColor,this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.nodeBorder,this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.specialStateColor=this.lineColor,this.classText=this.classText||this.textColor,this.fillType0=this.fillType0||this.primaryColor,this.fillType1=this.fillType1||this.secondaryColor,this.fillType2=this.fillType2||Object(r.adjust)(this.primaryColor,{h:64}),this.fillType3=this.fillType3||Object(r.adjust)(this.secondaryColor,{h:64}),this.fillType4=this.fillType4||Object(r.adjust)(this.primaryColor,{h:-64}),this.fillType5=this.fillType5||Object(r.adjust)(this.secondaryColor,{h:-64}),this.fillType6=this.fillType6||Object(r.adjust)(this.primaryColor,{h:128}),this.fillType7=this.fillType7||Object(r.adjust)(this.secondaryColor,{h:128}),this.pie1=this.pie1||this.primaryColor,this.pie2=this.pie2||this.secondaryColor,this.pie3=this.pie3||this.tertiaryColor,this.pie4=this.pie4||Object(r.adjust)(this.primaryColor,{l:-10}),this.pie5=this.pie5||Object(r.adjust)(this.secondaryColor,{l:-10}),this.pie6=this.pie6||Object(r.adjust)(this.tertiaryColor,{l:-10}),this.pie7=this.pie7||Object(r.adjust)(this.primaryColor,{h:60,l:-10}),this.pie8=this.pie8||Object(r.adjust)(this.primaryColor,{h:-60,l:-10}),this.pie9=this.pie9||Object(r.adjust)(this.primaryColor,{h:120,l:0}),this.pie10=this.pie10||Object(r.adjust)(this.primaryColor,{h:60,l:-20}),this.pie11=this.pie11||Object(r.adjust)(this.primaryColor,{h:-60,l:-20}),this.pie12=this.pie12||Object(r.adjust)(this.primaryColor,{h:120,l:-10}),this.pieTitleTextSize=this.pieTitleTextSize||"25px",this.pieTitleTextColor=this.pieTitleTextColor||this.taskTextDarkColor,this.pieSectionTextSize=this.pieSectionTextSize||"17px",this.pieSectionTextColor=this.pieSectionTextColor||this.textColor,this.pieLegendTextSize=this.pieLegendTextSize||"17px",this.pieLegendTextColor=this.pieLegendTextColor||this.taskTextDarkColor,this.pieStrokeColor=this.pieStrokeColor||"black",this.pieStrokeWidth=this.pieStrokeWidth||"2px",this.pieOpacity=this.pieOpacity||"0.7",this.requirementBackground=this.requirementBackground||this.primaryColor,this.requirementBorderColor=this.requirementBorderColor||this.primaryBorderColor,this.requirementBorderSize=this.requirementBorderSize||this.primaryBorderColor,this.requirementTextColor=this.requirementTextColor||this.primaryTextColor,this.relationColor=this.relationColor||this.lineColor,this.relationLabelBackground=this.relationLabelBackground||(this.darkMode?Object(r.darken)(this.secondaryColor,30):this.secondaryColor),this.relationLabelColor=this.relationLabelColor||this.actorTextColor}},{key:"calculate",value:function(t){var e=this;if("object"===a(t)){var n=Object.keys(t);n.forEach((function(n){e[n]=t[n]})),this.updateColors(),n.forEach((function(n){e[n]=t[n]}))}else this.updateColors()}}])&&o(e.prototype,n),s&&o(e,s),t}(),c=function(t){var e=new s;return e.calculate(t),e}},"./src/themes/theme-dark.js":function(t,e,n){"use strict";n.r(e),n.d(e,"getThemeVariables",(function(){return c}));var r=n("khroma"),i=n("./src/themes/theme-helpers.js");function a(t){return a="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},a(t)}function o(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,"value"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}var s=function(){function t(){!function(t,e){if(!(t instanceof e))throw new TypeError("Cannot call a class as a function")}(this,t),this.background="#333",this.primaryColor="#1f2020",this.secondaryColor=Object(r.lighten)(this.primaryColor,16),this.tertiaryColor=Object(r.adjust)(this.primaryColor,{h:-160}),this.primaryBorderColor=Object(i.mkBorder)(this.primaryColor,this.darkMode),this.secondaryBorderColor=Object(i.mkBorder)(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Object(i.mkBorder)(this.tertiaryColor,this.darkMode),this.primaryTextColor=Object(r.invert)(this.primaryColor),this.secondaryTextColor=Object(r.invert)(this.secondaryColor),this.tertiaryTextColor=Object(r.invert)(this.tertiaryColor),this.lineColor=Object(r.invert)(this.background),this.textColor=Object(r.invert)(this.background),this.mainBkg="#1f2020",this.secondBkg="calculated",this.mainContrastColor="lightgrey",this.darkTextColor=Object(r.lighten)(Object(r.invert)("#323D47"),10),this.lineColor="calculated",this.border1="#81B1DB",this.border2=Object(r.rgba)(255,255,255,.25),this.arrowheadColor="calculated",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#181818",this.textColor="#ccc",this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#F9FFFE",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="calculated",this.actorLineColor="calculated",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="calculated",this.activationBkgColor="calculated",this.sequenceNumberColor="black",this.sectionBkgColor=Object(r.darken)("#EAE8D9",30),this.altSectionBkgColor="calculated",this.sectionBkgColor2="#EAE8D9",this.taskBorderColor=Object(r.rgba)(255,255,255,70),this.taskBkgColor="calculated",this.taskTextColor="calculated",this.taskTextLightColor="calculated",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor=Object(r.rgba)(255,255,255,50),this.activeTaskBkgColor="#81B1DB",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="grey",this.critBorderColor="#E83737",this.critBkgColor="#E83737",this.taskTextDarkColor="calculated",this.todayLineColor="#DB5757",this.labelColor="calculated",this.errorBkgColor="#a44141",this.errorTextColor="#ddd"}var e,n,s;return e=t,(n=[{key:"updateColors",value:function(){this.secondBkg=Object(r.lighten)(this.mainBkg,16),this.lineColor=this.mainContrastColor,this.arrowheadColor=this.mainContrastColor,this.nodeBkg=this.mainBkg,this.nodeBorder=this.border1,this.clusterBkg=this.secondBkg,this.clusterBorder=this.border2,this.defaultLinkColor=this.lineColor,this.edgeLabelBackground=Object(r.lighten)(this.labelBackground,25),this.actorBorder=this.border1,this.actorBkg=this.mainBkg,this.actorTextColor=this.mainContrastColor,this.actorLineColor=this.mainContrastColor,this.signalColor=this.mainContrastColor,this.signalTextColor=this.mainContrastColor,this.labelBoxBkgColor=this.actorBkg,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.mainContrastColor,this.loopTextColor=this.mainContrastColor,this.noteBorderColor=this.secondaryBorderColor,this.noteBkgColor=this.secondBkg,this.noteTextColor=this.secondaryTextColor,this.activationBorderColor=this.border1,this.activationBkgColor=this.secondBkg,this.altSectionBkgColor=this.background,this.taskBkgColor=Object(r.lighten)(this.mainBkg,23),this.taskTextColor=this.darkTextColor,this.taskTextLightColor=this.mainContrastColor,this.taskTextOutsideColor=this.taskTextLightColor,this.gridColor=this.mainContrastColor,this.doneTaskBkgColor=this.mainContrastColor,this.taskTextDarkColor=this.darkTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||"#555",this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.primaryBorderColor,this.specialStateColor="#f4f4f4",this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.fillType0=this.primaryColor,this.fillType1=this.secondaryColor,this.fillType2=Object(r.adjust)(this.primaryColor,{h:64}),this.fillType3=Object(r.adjust)(this.secondaryColor,{h:64}),this.fillType4=Object(r.adjust)(this.primaryColor,{h:-64}),this.fillType5=Object(r.adjust)(this.secondaryColor,{h:-64}),this.fillType6=Object(r.adjust)(this.primaryColor,{h:128}),this.fillType7=Object(r.adjust)(this.secondaryColor,{h:128}),this.pie1=this.pie1||"#0b0000",this.pie2=this.pie2||"#4d1037",this.pie3=this.pie3||"#3f5258",this.pie4=this.pie4||"#4f2f1b",this.pie5=this.pie5||"#6e0a0a",this.pie6=this.pie6||"#3b0048",this.pie7=this.pie7||"#995a01",this.pie8=this.pie8||"#154706",this.pie9=this.pie9||"#161722",this.pie10=this.pie10||"#00296f",this.pie11=this.pie11||"#01629c",this.pie12=this.pie12||"#010029",this.pieTitleTextSize=this.pieTitleTextSize||"25px",this.pieTitleTextColor=this.pieTitleTextColor||this.taskTextDarkColor,this.pieSectionTextSize=this.pieSectionTextSize||"17px",this.pieSectionTextColor=this.pieSectionTextColor||this.textColor,this.pieLegendTextSize=this.pieLegendTextSize||"17px",this.pieLegendTextColor=this.pieLegendTextColor||this.taskTextDarkColor,this.pieStrokeColor=this.pieStrokeColor||"black",this.pieStrokeWidth=this.pieStrokeWidth||"2px",this.pieOpacity=this.pieOpacity||"0.7",this.classText=this.primaryTextColor,this.requirementBackground=this.requirementBackground||this.primaryColor,this.requirementBorderColor=this.requirementBorderColor||this.primaryBorderColor,this.requirementBorderSize=this.requirementBorderSize||this.primaryBorderColor,this.requirementTextColor=this.requirementTextColor||this.primaryTextColor,this.relationColor=this.relationColor||this.lineColor,this.relationLabelBackground=this.relationLabelBackground||(this.darkMode?Object(r.darken)(this.secondaryColor,30):this.secondaryColor),this.relationLabelColor=this.relationLabelColor||this.actorTextColor}},{key:"calculate",value:function(t){var e=this;if("object"===a(t)){var n=Object.keys(t);n.forEach((function(n){e[n]=t[n]})),this.updateColors(),n.forEach((function(n){e[n]=t[n]}))}else this.updateColors()}}])&&o(e.prototype,n),s&&o(e,s),t}(),c=function(t){var e=new s;return e.calculate(t),e}},"./src/themes/theme-default.js":function(t,e,n){"use strict";n.r(e),n.d(e,"getThemeVariables",(function(){return c}));var r=n("khroma"),i=n("./src/themes/theme-helpers.js");function a(t){return a="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},a(t)}function o(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,"value"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}var s=function(){function t(){!function(t,e){if(!(t instanceof e))throw new TypeError("Cannot call a class as a function")}(this,t),this.background="#f4f4f4",this.primaryColor="#ECECFF",this.secondaryColor=Object(r.adjust)(this.primaryColor,{h:120}),this.secondaryColor="#ffffde",this.tertiaryColor=Object(r.adjust)(this.primaryColor,{h:-160}),this.primaryBorderColor=Object(i.mkBorder)(this.primaryColor,this.darkMode),this.secondaryBorderColor=Object(i.mkBorder)(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Object(i.mkBorder)(this.tertiaryColor,this.darkMode),this.primaryTextColor=Object(r.invert)(this.primaryColor),this.secondaryTextColor=Object(r.invert)(this.secondaryColor),this.tertiaryTextColor=Object(r.invert)(this.tertiaryColor),this.lineColor=Object(r.invert)(this.background),this.textColor=Object(r.invert)(this.background),this.background="white",this.mainBkg="#ECECFF",this.secondBkg="#ffffde",this.lineColor="#333333",this.border1="#9370DB",this.border2="#aaaa33",this.arrowheadColor="#333333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.labelBackground="#e8e8e8",this.textColor="#333",this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="calculated",this.edgeLabelBackground="calculated",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="calculated",this.altSectionBkgColor="calculated",this.sectionBkgColor2="calculated",this.taskBorderColor="calculated",this.taskBkgColor="calculated",this.taskTextLightColor="calculated",this.taskTextColor=this.taskTextLightColor,this.taskTextDarkColor="calculated",this.taskTextOutsideColor=this.taskTextDarkColor,this.taskTextClickableColor="calculated",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="calculated",this.critBorderColor="calculated",this.critBkgColor="calculated",this.todayLineColor="calculated",this.sectionBkgColor=Object(r.rgba)(102,102,255,.49),this.altSectionBkgColor="white",this.sectionBkgColor2="#fff400",this.taskBorderColor="#534fbc",this.taskBkgColor="#8a90dd",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="#534fbc",this.activeTaskBkgColor="#bfc7ff",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222",this.updateColors()}var e,n,s;return e=t,(n=[{key:"updateColors",value:function(){this.nodeBkg=this.mainBkg,this.nodeBorder=this.border1,this.clusterBkg=this.secondBkg,this.clusterBorder=this.border2,this.defaultLinkColor=this.lineColor,this.titleColor=this.textColor,this.edgeLabelBackground=this.labelBackground,this.actorBorder=Object(r.lighten)(this.border1,23),this.actorBkg=this.mainBkg,this.labelBoxBkgColor=this.actorBkg,this.signalColor=this.textColor,this.signalTextColor=this.textColor,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.actorTextColor,this.loopTextColor=this.actorTextColor,this.noteBorderColor=this.border2,this.noteTextColor=this.actorTextColor,this.taskTextColor=this.taskTextLightColor,this.taskTextOutsideColor=this.taskTextDarkColor,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||"#f0f0f0",this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.nodeBorder,this.specialStateColor=this.lineColor,this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.classText=this.primaryTextColor,this.fillType0=this.primaryColor,this.fillType1=this.secondaryColor,this.fillType2=Object(r.adjust)(this.primaryColor,{h:64}),this.fillType3=Object(r.adjust)(this.secondaryColor,{h:64}),this.fillType4=Object(r.adjust)(this.primaryColor,{h:-64}),this.fillType5=Object(r.adjust)(this.secondaryColor,{h:-64}),this.fillType6=Object(r.adjust)(this.primaryColor,{h:128}),this.fillType7=Object(r.adjust)(this.secondaryColor,{h:128}),this.pie1=this.pie1||this.primaryColor,this.pie2=this.pie2||this.secondaryColor,this.pie3=this.pie3||Object(r.adjust)(this.tertiaryColor,{l:-40}),this.pie4=this.pie4||Object(r.adjust)(this.primaryColor,{l:-10}),this.pie5=this.pie5||Object(r.adjust)(this.secondaryColor,{l:-30}),this.pie6=this.pie6||Object(r.adjust)(this.tertiaryColor,{l:-20}),this.pie7=this.pie7||Object(r.adjust)(this.primaryColor,{h:60,l:-20}),this.pie8=this.pie8||Object(r.adjust)(this.primaryColor,{h:-60,l:-40}),this.pie9=this.pie9||Object(r.adjust)(this.primaryColor,{h:120,l:-40}),this.pie10=this.pie10||Object(r.adjust)(this.primaryColor,{h:60,l:-40}),this.pie11=this.pie11||Object(r.adjust)(this.primaryColor,{h:-90,l:-40}),this.pie12=this.pie12||Object(r.adjust)(this.primaryColor,{h:120,l:-30}),this.pieTitleTextSize=this.pieTitleTextSize||"25px",this.pieTitleTextColor=this.pieTitleTextColor||this.taskTextDarkColor,this.pieSectionTextSize=this.pieSectionTextSize||"17px",this.pieSectionTextColor=this.pieSectionTextColor||this.textColor,this.pieLegendTextSize=this.pieLegendTextSize||"17px",this.pieLegendTextColor=this.pieLegendTextColor||this.taskTextDarkColor,this.pieStrokeColor=this.pieStrokeColor||"black",this.pieStrokeWidth=this.pieStrokeWidth||"2px",this.pieOpacity=this.pieOpacity||"0.7",this.requirementBackground=this.requirementBackground||this.primaryColor,this.requirementBorderColor=this.requirementBorderColor||this.primaryBorderColor,this.requirementBorderSize=this.requirementBorderSize||this.primaryBorderColor,this.requirementTextColor=this.requirementTextColor||this.primaryTextColor,this.relationColor=this.relationColor||this.lineColor,this.relationLabelBackground=this.relationLabelBackground||this.labelBackground,this.relationLabelColor=this.relationLabelColor||this.actorTextColor}},{key:"calculate",value:function(t){var e=this;if("object"===a(t)){var n=Object.keys(t);n.forEach((function(n){e[n]=t[n]})),this.updateColors(),n.forEach((function(n){e[n]=t[n]}))}else this.updateColors()}}])&&o(e.prototype,n),s&&o(e,s),t}(),c=function(t){var e=new s;return e.calculate(t),e}},"./src/themes/theme-forest.js":function(t,e,n){"use strict";n.r(e),n.d(e,"getThemeVariables",(function(){return c}));var r=n("khroma"),i=n("./src/themes/theme-helpers.js");function a(t){return a="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},a(t)}function o(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,"value"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}var s=function(){function t(){!function(t,e){if(!(t instanceof e))throw new TypeError("Cannot call a class as a function")}(this,t),this.background="#f4f4f4",this.primaryColor="#cde498",this.secondaryColor="#cdffb2",this.background="white",this.mainBkg="#cde498",this.secondBkg="#cdffb2",this.lineColor="green",this.border1="#13540c",this.border2="#6eaa49",this.arrowheadColor="green",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.tertiaryColor=Object(r.lighten)("#cde498",10),this.primaryBorderColor=Object(i.mkBorder)(this.primaryColor,this.darkMode),this.secondaryBorderColor=Object(i.mkBorder)(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Object(i.mkBorder)(this.tertiaryColor,this.darkMode),this.primaryTextColor=Object(r.invert)(this.primaryColor),this.secondaryTextColor=Object(r.invert)(this.secondaryColor),this.tertiaryTextColor=Object(r.invert)(this.primaryColor),this.lineColor=Object(r.invert)(this.background),this.textColor=Object(r.invert)(this.background),this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="#333",this.edgeLabelBackground="#e8e8e8",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="black",this.actorLineColor="grey",this.signalColor="#333",this.signalTextColor="#333",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="#326932",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="#fff5ad",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="#6eaa49",this.altSectionBkgColor="white",this.sectionBkgColor2="#6eaa49",this.taskBorderColor="calculated",this.taskBkgColor="#487e3a",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="black",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="lightgrey",this.doneTaskBkgColor="lightgrey",this.doneTaskBorderColor="grey",this.critBorderColor="#ff8888",this.critBkgColor="red",this.todayLineColor="red",this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222"}var e,n,s;return e=t,(n=[{key:"updateColors",value:function(){this.nodeBkg=this.mainBkg,this.nodeBorder=this.border1,this.clusterBkg=this.secondBkg,this.clusterBorder=this.border2,this.defaultLinkColor=this.lineColor,this.actorBorder=Object(r.darken)(this.mainBkg,20),this.actorBkg=this.mainBkg,this.labelBoxBkgColor=this.actorBkg,this.labelTextColor=this.actorTextColor,this.loopTextColor=this.actorTextColor,this.noteBorderColor=this.border2,this.noteTextColor=this.actorTextColor,this.taskBorderColor=this.border1,this.taskTextColor=this.taskTextLightColor,this.taskTextOutsideColor=this.taskTextDarkColor,this.activeTaskBorderColor=this.taskBorderColor,this.activeTaskBkgColor=this.mainBkg,this.transitionColor=this.transitionColor||this.lineColor,this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||"#f0f0f0",this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.compositeBorder=this.compositeBorder||this.nodeBorder,this.innerEndBackground=this.primaryBorderColor,this.specialStateColor=this.lineColor,this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.transitionColor=this.transitionColor||this.lineColor,this.classText=this.primaryTextColor,this.fillType0=this.primaryColor,this.fillType1=this.secondaryColor,this.fillType2=Object(r.adjust)(this.primaryColor,{h:64}),this.fillType3=Object(r.adjust)(this.secondaryColor,{h:64}),this.fillType4=Object(r.adjust)(this.primaryColor,{h:-64}),this.fillType5=Object(r.adjust)(this.secondaryColor,{h:-64}),this.fillType6=Object(r.adjust)(this.primaryColor,{h:128}),this.fillType7=Object(r.adjust)(this.secondaryColor,{h:128}),this.pie1=this.pie1||this.primaryColor,this.pie2=this.pie2||this.secondaryColor,this.pie3=this.pie3||this.tertiaryColor,this.pie4=this.pie4||Object(r.adjust)(this.primaryColor,{l:-30}),this.pie5=this.pie5||Object(r.adjust)(this.secondaryColor,{l:-30}),this.pie6=this.pie6||Object(r.adjust)(this.tertiaryColor,{h:40,l:-40}),this.pie7=this.pie7||Object(r.adjust)(this.primaryColor,{h:60,l:-10}),this.pie8=this.pie8||Object(r.adjust)(this.primaryColor,{h:-60,l:-10}),this.pie9=this.pie9||Object(r.adjust)(this.primaryColor,{h:120,l:0}),this.pie10=this.pie10||Object(r.adjust)(this.primaryColor,{h:60,l:-50}),this.pie11=this.pie11||Object(r.adjust)(this.primaryColor,{h:-60,l:-50}),this.pie12=this.pie12||Object(r.adjust)(this.primaryColor,{h:120,l:-50}),this.pieTitleTextSize=this.pieTitleTextSize||"25px",this.pieTitleTextColor=this.pieTitleTextColor||this.taskTextDarkColor,this.pieSectionTextSize=this.pieSectionTextSize||"17px",this.pieSectionTextColor=this.pieSectionTextColor||this.textColor,this.pieLegendTextSize=this.pieLegendTextSize||"17px",this.pieLegendTextColor=this.pieLegendTextColor||this.taskTextDarkColor,this.pieStrokeColor=this.pieStrokeColor||"black",this.pieStrokeWidth=this.pieStrokeWidth||"2px",this.pieOpacity=this.pieOpacity||"0.7",this.requirementBackground=this.requirementBackground||this.primaryColor,this.requirementBorderColor=this.requirementBorderColor||this.primaryBorderColor,this.requirementBorderSize=this.requirementBorderSize||this.primaryBorderColor,this.requirementTextColor=this.requirementTextColor||this.primaryTextColor,this.relationColor=this.relationColor||this.lineColor,this.relationLabelBackground=this.relationLabelBackground||this.edgeLabelBackground,this.relationLabelColor=this.relationLabelColor||this.actorTextColor}},{key:"calculate",value:function(t){var e=this;if("object"===a(t)){var n=Object.keys(t);n.forEach((function(n){e[n]=t[n]})),this.updateColors(),n.forEach((function(n){e[n]=t[n]}))}else this.updateColors()}}])&&o(e.prototype,n),s&&o(e,s),t}(),c=function(t){var e=new s;return e.calculate(t),e}},"./src/themes/theme-helpers.js":function(t,e,n){"use strict";n.r(e),n.d(e,"mkBorder",(function(){return i}));var r=n("khroma"),i=function(t,e){return e?Object(r.adjust)(t,{s:-40,l:10}):Object(r.adjust)(t,{s:-40,l:-10})}},"./src/themes/theme-neutral.js":function(t,e,n){"use strict";n.r(e),n.d(e,"getThemeVariables",(function(){return c}));var r=n("khroma"),i=n("./src/themes/theme-helpers.js");function a(t){return a="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},a(t)}function o(t,e){for(var n=0;n<e.length;n++){var r=e[n];r.enumerable=r.enumerable||!1,r.configurable=!0,"value"in r&&(r.writable=!0),Object.defineProperty(t,r.key,r)}}var s=function(){function t(){!function(t,e){if(!(t instanceof e))throw new TypeError("Cannot call a class as a function")}(this,t),this.primaryColor="#eee",this.contrast="#707070",this.secondaryColor=Object(r.lighten)(this.contrast,55),this.background="#ffffff",this.tertiaryColor=Object(r.adjust)(this.primaryColor,{h:-160}),this.primaryBorderColor=Object(i.mkBorder)(this.primaryColor,this.darkMode),this.secondaryBorderColor=Object(i.mkBorder)(this.secondaryColor,this.darkMode),this.tertiaryBorderColor=Object(i.mkBorder)(this.tertiaryColor,this.darkMode),this.primaryTextColor=Object(r.invert)(this.primaryColor),this.secondaryTextColor=Object(r.invert)(this.secondaryColor),this.tertiaryTextColor=Object(r.invert)(this.tertiaryColor),this.lineColor=Object(r.invert)(this.background),this.textColor=Object(r.invert)(this.background),this.mainBkg="#eee",this.secondBkg="calculated",this.lineColor="#666",this.border1="#999",this.border2="calculated",this.note="#ffa",this.text="#333",this.critical="#d42",this.done="#bbb",this.arrowheadColor="#333333",this.fontFamily='"trebuchet ms", verdana, arial, sans-serif',this.fontSize="16px",this.nodeBkg="calculated",this.nodeBorder="calculated",this.clusterBkg="calculated",this.clusterBorder="calculated",this.defaultLinkColor="calculated",this.titleColor="calculated",this.edgeLabelBackground="white",this.actorBorder="calculated",this.actorBkg="calculated",this.actorTextColor="calculated",this.actorLineColor="calculated",this.signalColor="calculated",this.signalTextColor="calculated",this.labelBoxBkgColor="calculated",this.labelBoxBorderColor="calculated",this.labelTextColor="calculated",this.loopTextColor="calculated",this.noteBorderColor="calculated",this.noteBkgColor="calculated",this.noteTextColor="calculated",this.activationBorderColor="#666",this.activationBkgColor="#f4f4f4",this.sequenceNumberColor="white",this.sectionBkgColor="calculated",this.altSectionBkgColor="white",this.sectionBkgColor2="calculated",this.taskBorderColor="calculated",this.taskBkgColor="calculated",this.taskTextLightColor="white",this.taskTextColor="calculated",this.taskTextDarkColor="calculated",this.taskTextOutsideColor="calculated",this.taskTextClickableColor="#003163",this.activeTaskBorderColor="calculated",this.activeTaskBkgColor="calculated",this.gridColor="calculated",this.doneTaskBkgColor="calculated",this.doneTaskBorderColor="calculated",this.critBkgColor="calculated",this.critBorderColor="calculated",this.todayLineColor="calculated",this.labelColor="black",this.errorBkgColor="#552222",this.errorTextColor="#552222"}var e,n,s;return e=t,(n=[{key:"updateColors",value:function(){this.secondBkg=Object(r.lighten)(this.contrast,55),this.border2=this.contrast,this.nodeBkg=this.mainBkg,this.nodeBorder=this.border1,this.clusterBkg=this.secondBkg,this.clusterBorder=this.border2,this.defaultLinkColor=this.lineColor,this.titleColor=this.text,this.actorBorder=Object(r.lighten)(this.border1,23),this.actorBkg=this.mainBkg,this.actorTextColor=this.text,this.actorLineColor=this.lineColor,this.signalColor=this.text,this.signalTextColor=this.text,this.labelBoxBkgColor=this.actorBkg,this.labelBoxBorderColor=this.actorBorder,this.labelTextColor=this.text,this.loopTextColor=this.text,this.noteBorderColor="#999",this.noteBkgColor="#666",this.noteTextColor="#fff",this.sectionBkgColor=Object(r.lighten)(this.contrast,30),this.sectionBkgColor2=Object(r.lighten)(this.contrast,30),this.taskBorderColor=Object(r.darken)(this.contrast,10),this.taskBkgColor=this.contrast,this.taskTextColor=this.taskTextLightColor,this.taskTextDarkColor=this.text,this.taskTextOutsideColor=this.taskTextDarkColor,this.activeTaskBorderColor=this.taskBorderColor,this.activeTaskBkgColor=this.mainBkg,this.gridColor=Object(r.lighten)(this.border1,30),this.doneTaskBkgColor=this.done,this.doneTaskBorderColor=this.lineColor,this.critBkgColor=this.critical,this.critBorderColor=Object(r.darken)(this.critBkgColor,10),this.todayLineColor=this.critBkgColor,this.transitionColor=this.transitionColor||"#000",this.transitionLabelColor=this.transitionLabelColor||this.textColor,this.stateLabelColor=this.stateLabelColor||this.stateBkg||this.primaryTextColor,this.stateBkg=this.stateBkg||this.mainBkg,this.labelBackgroundColor=this.labelBackgroundColor||this.stateBkg,this.compositeBackground=this.compositeBackground||this.background||this.tertiaryColor,this.altBackground=this.altBackground||"#f4f4f4",this.compositeTitleBackground=this.compositeTitleBackground||this.mainBkg,this.stateBorder=this.stateBorder||"#000",this.innerEndBackground=this.primaryBorderColor,this.specialStateColor="#222",this.errorBkgColor=this.errorBkgColor||this.tertiaryColor,this.errorTextColor=this.errorTextColor||this.tertiaryTextColor,this.classText=this.primaryTextColor,this.fillType0=this.primaryColor,this.fillType1=this.secondaryColor,this.fillType2=Object(r.adjust)(this.primaryColor,{h:64}),this.fillType3=Object(r.adjust)(this.secondaryColor,{h:64}),this.fillType4=Object(r.adjust)(this.primaryColor,{h:-64}),this.fillType5=Object(r.adjust)(this.secondaryColor,{h:-64}),this.fillType6=Object(r.adjust)(this.primaryColor,{h:128}),this.fillType7=Object(r.adjust)(this.secondaryColor,{h:128}),this.pie1=this.pie1||"#F4F4F4",this.pie2=this.pie2||"#555",this.pie3=this.pie3||"#BBB",this.pie4=this.pie4||"#777",this.pie5=this.pie5||"#999",this.pie6=this.pie6||"#DDD",this.pie7=this.pie7||"#FFF",this.pie8=this.pie8||"#DDD",this.pie9=this.pie9||"#BBB",this.pie10=this.pie10||"#999",this.pie11=this.pie11||"#777",this.pie12=this.pie12||"#555",this.pieTitleTextSize=this.pieTitleTextSize||"25px",this.pieTitleTextColor=this.pieTitleTextColor||this.taskTextDarkColor,this.pieSectionTextSize=this.pieSectionTextSize||"17px",this.pieSectionTextColor=this.pieSectionTextColor||this.textColor,this.pieLegendTextSize=this.pieLegendTextSize||"17px",this.pieLegendTextColor=this.pieLegendTextColor||this.taskTextDarkColor,this.pieStrokeColor=this.pieStrokeColor||"black",this.pieStrokeWidth=this.pieStrokeWidth||"2px",this.pieOpacity=this.pieOpacity||"0.7",this.requirementBackground=this.requirementBackground||this.primaryColor,this.requirementBorderColor=this.requirementBorderColor||this.primaryBorderColor,this.requirementBorderSize=this.requirementBorderSize||this.primaryBorderColor,this.requirementTextColor=this.requirementTextColor||this.primaryTextColor,this.relationColor=this.relationColor||this.lineColor,this.relationLabelBackground=this.relationLabelBackground||this.edgeLabelBackground,this.relationLabelColor=this.relationLabelColor||this.actorTextColor}},{key:"calculate",value:function(t){var e=this;if("object"===a(t)){var n=Object.keys(t);n.forEach((function(n){e[n]=t[n]})),this.updateColors(),n.forEach((function(n){e[n]=t[n]}))}else this.updateColors()}}])&&o(e.prototype,n),s&&o(e,s),t}(),c=function(t){var e=new s;return e.calculate(t),e}},"./src/utils.js":function(t,e,n){"use strict";n.r(e),n.d(e,"detectInit",(function(){return x})),n.d(e,"detectDirective",(function(){return _})),n.d(e,"detectType",(function(){return k})),n.d(e,"isSubstringInArray",(function(){return C})),n.d(e,"interpolateToCurve",(function(){return T})),n.d(e,"formatUrl",(function(){return E})),n.d(e,"runFunc",(function(){return S})),n.d(e,"getStylesFromArray",(function(){return O})),n.d(e,"generateId",(function(){return j})),n.d(e,"random",(function(){return D})),n.d(e,"assignWithDepth",(function(){return N})),n.d(e,"getTextObj",(function(){return B})),n.d(e,"drawSimpleText",(function(){return L})),n.d(e,"wrapLabel",(function(){return I})),n.d(e,"calculateTextHeight",(function(){return 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i=_(t)?t:Me(t),a=_(e)?e:Me(e);return!!(this.isValid()&&i.isValid()&&a.isValid())&&("("===(r=r||"()")[0]?this.isAfter(i,n):!this.isBefore(i,n))&&(")"===r[1]?this.isBefore(a,n):!this.isAfter(a,n))},yn.isSame=function(t,e){var n,r=_(t)?t:Me(t);return!(!this.isValid()||!r.isValid())&&("millisecond"===(e=L(e)||"millisecond")?this.valueOf()===r.valueOf():(n=r.valueOf(),this.clone().startOf(e).valueOf()<=n&&n<=this.clone().endOf(e).valueOf()))},yn.isSameOrAfter=function(t,e){return this.isSame(t,e)||this.isAfter(t,e)},yn.isSameOrBefore=function(t,e){return this.isSame(t,e)||this.isBefore(t,e)},yn.isValid=function(){return g(this)},yn.lang=en,yn.locale=tn,yn.localeData=nn,yn.max=De,yn.min=je,yn.parsingFlags=function(){return f({},p(this))},yn.set=function(t,e){if("object"==typeof t)for(var n=function(t){var e=[];for(var n in t)e.push({unit:n,priority:R[n]});return e.sort((function(t,e){return t.priority-e.priority})),e}(t=I(t)),r=0;r<n.length;r++)this[n[r].unit](t[n[r].unit]);else 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t=this;return{years:t.year(),months:t.month(),date:t.date(),hours:t.hours(),minutes:t.minutes(),seconds:t.seconds(),milliseconds:t.milliseconds()}},yn.toDate=function(){return new Date(this.valueOf())},yn.toISOString=function(t){if(!this.isValid())return null;var e=!0!==t,n=e?this.clone().utc():this;return n.year()<0||9999<n.year()?W(n,e?"YYYYYY-MM-DD[T]HH:mm:ss.SSS[Z]":"YYYYYY-MM-DD[T]HH:mm:ss.SSSZ"):M(Date.prototype.toISOString)?e?this.toDate().toISOString():new Date(this.valueOf()+60*this.utcOffset()*1e3).toISOString().replace("Z",W(n,"Z")):W(n,e?"YYYY-MM-DD[T]HH:mm:ss.SSS[Z]":"YYYY-MM-DD[T]HH:mm:ss.SSSZ")},yn.inspect=function(){if(!this.isValid())return"moment.invalid(/* "+this._i+" */)";var t="moment",e="";this.isLocal()||(t=0===this.utcOffset()?"moment.utc":"moment.parseZone",e="Z");var n="["+t+'("]',r=0<=this.year()&&this.year()<=9999?"YYYY":"YYYYYY",i=e+'[")]';return this.format(n+r+"-MM-DD[T]HH:mm:ss.SSS"+i)},yn.toJSON=function(){return 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<h1 id="classical-ml-equations-in-latex">Classical ML Equations in LaTeX</h1>
<p>A collection of classical ML equations in Latex . Some of them are provided with simple notes and paper link. Hopes to help writings such as papers and blogs.</p>
<p>Better viewed at <a href="https://blmoistawinde.github.io/ml_equations_latex/">https://blmoistawinde.github.io/ml_equations_latex/</a></p>
<ul>
<li><a href="#classical-ml-equations-in-latex">Classical ML Equations in LaTeX</a>
<ul>
<li><a href="#model">Model</a>
<ul>
<li><a href="#rnnslstm-gru">RNNs(LSTM, GRU)</a></li>
<li><a href="#attentional-seq2seq">Attentional Seq2seq</a>
<ul>
<li><a href="#bahdanau-attention">Bahdanau Attention</a></li>
<li><a href="#luongdot-product-attention">Luong(Dot-Product) Attention</a></li>
</ul>
</li>
<li><a href="#transformer">Transformer</a>
<ul>
<li><a href="#scaled-dot-product-attention">Scaled Dot-Product attention</a></li>
<li><a href="#multi-head-attention">Multi-head attention</a></li>
</ul>
</li>
<li><a href="#generative-adversarial-networksgan">Generative Adversarial Networks(GAN)</a>
<ul>
<li><a href="#minmax-game-objective">Minmax game objective</a></li>
</ul>
</li>
<li><a href="#variational-auto-encodervae">Variational Auto-Encoder(VAE)</a>
<ul>
<li><a href="#reparameterization-trick">Reparameterization trick</a></li>
</ul>
</li>
</ul>
</li>
<li><a href="#activations">Activations</a>
<ul>
<li><a href="#sigmoid">Sigmoid</a></li>
<li><a href="#tanh">Tanh</a></li>
<li><a href="#softmax">Softmax</a></li>
<li><a href="#relu">Relu</a></li>
<li><a href="#gelu">Gelu</a></li>
</ul>
</li>
<li><a href="#loss">Loss</a>
<ul>
<li><a href="#regression">Regression</a>
<ul>
<li><a href="#mean-absolute-errormae">Mean Absolute Error(MAE)</a></li>
<li><a href="#mean-squared-errormse">Mean Squared Error(MSE)</a></li>
<li><a href="#huber-loss">Huber loss</a></li>
</ul>
</li>
<li><a href="#classification">Classification</a>
<ul>
<li><a href="#cross-entropy">Cross Entropy</a></li>
<li><a href="#negative-loglikelihood">Negative Loglikelihood</a></li>
<li><a href="#hinge-loss">Hinge loss</a></li>
<li><a href="#kljs-divergence">KL/JS divergence</a></li>
</ul>
</li>
<li><a href="#regularization">Regularization</a>
<ul>
<li><a href="#l1-regularization">L1 regularization</a></li>
<li><a href="#l2-regularization">L2 regularization</a></li>
</ul>
</li>
</ul>
</li>
<li><a href="#metrics">Metrics</a>
<ul>
<li><a href="#classification-1">Classification</a>
<ul>
<li><a href="#accuracy-precision-recall-f1">Accuracy, Precision, Recall, F1</a></li>
<li><a href="#sensitivity-specificity-and-auc">Sensitivity, Specificity and AUC</a></li>
</ul>
</li>
<li><a href="#regression-1">Regression</a></li>
<li><a href="#clustering">Clustering</a>
<ul>
<li><a href="#normalized-mutual-information-nmi">(Normalized) Mutual Information (NMI)</a></li>
</ul>
</li>
<li><a href="#ranking">Ranking</a>
<ul>
<li><a href="#mean-average-precisionmap">(Mean) Average Precision(MAP)</a></li>
</ul>
</li>
<li><a href="#similarityrelevance">Similarity/Relevance</a>
<ul>
<li><a href="#cosine">Cosine</a></li>
<li><a href="#jaccard">Jaccard</a></li>
<li><a href="#pointwise-mutual-informationpmi">Pointwise Mutual Information(PMI)</a></li>
</ul>
</li>
</ul>
</li>
<li><a href="#notes">Notes</a></li>
<li><a href="#reference">Reference</a></li>
</ul>
</li>
</ul>
<h2 id="model">Model</h2>
<h3 id="rnnslstm-gru">RNNs(LSTM, GRU)</h3>
<p>encoder hidden state <img src="https://render.githubusercontent.com/render/math?math=h_t" alt="math"> at time step <img src="https://render.githubusercontent.com/render/math?math=t" alt="math"> , with input token embedding <img src="https://render.githubusercontent.com/render/math?math=x_t" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=h_t%20%3D%20RNN_%7Benc%7D%28x_t%2C%20h_%7Bt-1%7D%29" alt="math"></p>
<p>decoder hidden state <img src="https://render.githubusercontent.com/render/math?math=s_t" alt="math"> at time step <img src="https://render.githubusercontent.com/render/math?math=t" alt="math"> , with input token embedding <img src="https://render.githubusercontent.com/render/math?math=y_t" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=s_t%20%3D%20RNN_%7Bdec%7D%28y_t%2C%20s_%7Bt-1%7D%29" alt="math"></p>
<pre><code><code><div>h_t = RNN_{enc}(x_t, h_{t-1})
s_t = RNN_{dec}(y_t, s_{t-1})
</div></code></code></pre>
<p>The <img src="https://render.githubusercontent.com/render/math?math=RNN_%7Benc%7D" alt="math"> , <img src="https://render.githubusercontent.com/render/math?math=RNN_%7Bdec%7D" alt="math"> are usually either</p>
<ul>
<li>
<p>LSTM (paper: <a href="http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.676.4320&rep=rep1&type=pdf">Long short-term memory</a>)</p>
</li>
<li>
<p>GRU (paper: <a href="https://arxiv.org/abs/1406.1078">Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation</a>).</p>
</li>
</ul>
<h3 id="attentional-seq2seq">Attentional Seq2seq</h3>
<p>The attention weight <img src="https://render.githubusercontent.com/render/math?math=%5Calpha_%7Bij%7D" alt="math"> , the <img src="https://render.githubusercontent.com/render/math?math=i" alt="math"> th decoder step over the <img src="https://render.githubusercontent.com/render/math?math=j" alt="math"> th encoder step, resulting in context vector <img src="https://render.githubusercontent.com/render/math?math=c_i" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=c_i%20%3D%20%5Csum_%7Bj%3D1%7D%5E%7BT_x%7D%20%5Calpha_%7Bij%7Dh_j" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Calpha_%7Bij%7D%20%3D%20%5Cfrac%7B%5Cexp%28e_%7Bij%7D%29%7D%7B%5Csum_%7Bk%3D1%7D%5E%7BT_x%7D%20%5Cexp%28e_%7Bik%7D%29%7D" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=e_%7Bij%7D%20%3D%20a%28s_%7Bi-1%7D%2C%20h_j%29" alt="math"></p>
<pre><code><code><div>c_i = \sum_{j=1}^{T_x} \alpha_{ij}h_j
\alpha_{ij} = \frac{\exp(e_{ij})}{\sum_{k=1}^{T_x} \exp(e_{ik})}
e_{ij} = a(s_{i-1}, h_j)
</div></code></code></pre>
<p><img src="https://render.githubusercontent.com/render/math?math=a" alt="math"> is an specific attention function, which can be</p>
<h4 id="bahdanau-attention">Bahdanau Attention</h4>
<p>Paper: <a href="https://arxiv.org/abs/1409.0473">Neural Machine Translation by Jointly Learning to Align and Translate</a></p>
<p><img src="https://render.githubusercontent.com/render/math?math=e_%7Bij%7D%20%3D%20v%5ET%20tanh%28W%5Bs_%7Bi-1%7D%3B%20h_j%5D%29" alt="math"></p>
<pre><code><code><div>e_{ij} = v^T tanh(W[s_{i-1}; h_j])
</div></code></code></pre>
<h4 id="luongdot-product-attention">Luong(Dot-Product) Attention</h4>
<p>Paper: <a href="https://arxiv.org/abs/1508.04025">Effective Approaches to Attention-based Neural Machine Translation</a></p>
<p>If <img src="https://render.githubusercontent.com/render/math?math=s_i" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=h_j" alt="math"> has same number of dimension.</p>
<p><img src="https://render.githubusercontent.com/render/math?math=e_%7Bij%7D%20%3D%20s_%7Bi-1%7D%5ET%20h_j" alt="math"></p>
<p>otherwise</p>
<p><img src="https://render.githubusercontent.com/render/math?math=e_%7Bij%7D%20%3D%20s_%7Bi-1%7D%5ET%20W%20h_j" alt="math"></p>
<pre><code><code><div>e_{ij} = s_{i-1}^T h_j
e_{ij} = s_{i-1}^T W h_j
</div></code></code></pre>
<p>Finally, the output <img src="https://render.githubusercontent.com/render/math?math=o_i" alt="math"> is produced by:</p>
<p><img src="https://render.githubusercontent.com/render/math?math=s_t%20%3D%20tanh%28W%5Bs_%7Bt-1%7D%3By_t%3Bc_t%5D%29" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=o_t%20%3D%20softmax%28Vs_t%29" alt="math"></p>
<pre><code><code><div>s_t = tanh(W[s_{t-1};y_t;c_t])
o_t = softmax(Vs_t)
</div></code></code></pre>
<h3 id="transformer">Transformer</h3>
<p>Paper: <a href="https://arxiv.org/abs/1706.03762">Attention Is All You Need</a></p>
<h4 id="scaled-dot-product-attention">Scaled Dot-Product attention</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=Attention%28Q%2C%20K%2C%20V%29%20%3D%20softmax%28%5Cfrac%7BQK%5ET%7D%7B%5Csqrt%7Bd_k%7D%7D%29V" alt="math"></p>
<pre><code><code><div>Attention(Q, K, V) = softmax(\frac{QK^T}{\sqrt{d_k}})V
</div></code></code></pre>
<p>where <img src="https://render.githubusercontent.com/render/math?math=%5Csqrt%7Bd_k%7D" alt="math"> is the dimension of the key vector <img src="https://render.githubusercontent.com/render/math?math=k" alt="math"> and query vector <img src="https://render.githubusercontent.com/render/math?math=q" alt="math"> .</p>
<h4 id="multi-head-attention">Multi-head attention</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=MultiHead%28Q%2C%20K%2C%20V%29%20%3D%20Concat%28head_1%2C%20...%2C%20head_h%29W%5EO" alt="math"></p>
<p>where</p>
<p><img src="https://render.githubusercontent.com/render/math?math=head_i%20%3D%20Attention%28Q%20W%5EQ_i%2C%20K%20W%5EK_i%2C%20V%20W%5EV_i%29" alt="math"></p>
<pre><code><code><div>MultiHead(Q, K, V) = Concat(head_1, ..., head_h)W^O
head_i = Attention(Q W^Q_i, K W^K_i, V W^V_i)
</div></code></code></pre>
<h3 id="generative-adversarial-networksgan">Generative Adversarial Networks(GAN)</h3>
<p>Paper: <a href="https://arxiv.org/abs/1406.2661">Generative Adversarial Networks</a></p>
<h4 id="minmax-game-objective">Minmax game objective</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Cmin_%7BG%7D%5Cmax_%7BD%7D%5Cmathbb%7BE%7D_%7Bx%5Csim%20p_%7B%5Ctext%7Bdata%7D%7D%28x%29%7D%5B%5Clog%7BD%28x%29%7D%5D%20%2B%20%20%5Cmathbb%7BE%7D_%7Bz%5Csim%20p_%7B%5Ctext%7Bgenerated%7D%7D%28z%29%7D%5B1%20-%20%5Clog%7BD%28G%28z%29%29%7D%5D" alt="math"></p>
<pre><code><code><div>\min_{G}\max_{D}\mathbb{E}_{x\sim p_{\text{data}}(x)}[\log{D(x)}] + \mathbb{E}_{z\sim p_{\text{generated}}(z)}[1 - \log{D(G(z))}]
</div></code></code></pre>
<h3 id="variational-auto-encodervae">Variational Auto-Encoder(VAE)</h3>
<p>Paper: <a href="https://arxiv.org/abs/1312.6114">Auto-Encoding Variational Bayes</a></p>
<h4 id="reparameterization-trick">Reparameterization trick</h4>
<p>To produce a latent variable z such that <img src="https://render.githubusercontent.com/render/math?math=z%20%5Csim%20q_%7B%5Cmu%2C%20%5Csigma%7D%28z%29%20%3D%20%5Cmathcal%7BN%7D%28%5Cmu%2C%20%5Csigma%5E2%29" alt="math"> , we sample <img src="https://render.githubusercontent.com/render/math?math=%5Cepsilon%20%5Csim%20%5Cmathcal%7BN%7D%280%2C1%29" alt="math"> , than z is produced by</p>
<p><img src="https://render.githubusercontent.com/render/math?math=z%20%3D%20%5Cmu%20%2B%20%5Cepsilon%20%5Ccdot%20%5Csigma" alt="math"></p>
<pre><code><code><div>z \sim q_{\mu, \sigma}(z) = \mathcal{N}(\mu, \sigma^2)
\epsilon \sim \mathcal{N}(0,1)
z = \mu + \epsilon \cdot \sigma
</div></code></code></pre>
<p>Above is for 1-D case. For a multi-dimensional (vector) case we use:</p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Cvec%7B%5Cepsilon%7D%20%5Csim%20%5Cmathcal%7BN%7D%280%2C%20%5Ctextbf%7BI%7D%29" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Cvec%7Bz%7D%20%5Csim%20%5Cmathcal%7BN%7D%28%5Cvec%7B%5Cmu%7D%2C%20%5Csigma%5E2%20%5Ctextbf%7BI%7D%29" alt="math"></p>
<pre><code><code><div>\epsilon \sim \mathcal{N}(0, \textbf{I})
\vec{z} \sim \mathcal{N}(\vec{\mu}, \sigma^2 \textbf{I})
</div></code></code></pre>
<h2 id="activations">Activations</h2>
<h3 id="sigmoid">Sigmoid</h3>
<p>Related to <em>Logistic Regression</em>. For single-label/multi-label binary classification.</p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Csigma%28z%29%20%3D%20%5Cfrac%7B1%7D%20%7B1%20%2B%20e%5E%7B-z%7D%7D" alt="math"></p>
<pre><code><code><div>\sigma(z) = \frac{1} {1 + e^{-z}}
</div></code></code></pre>
<h3 id="tanh">Tanh</h3>
<p><img src="https://render.githubusercontent.com/render/math?math=tanh%28x%29%20%3D%20%5Cfrac%7Be%5Ex%20-%20e%5E%7B-x%7D%7D%7Be%5Ex%20%2B%20e%5E%7B-x%7D%7D%20%3D%20%5Cfrac%7B1%20-%20e%5E%7B-2x%7D%7D%7B1%20%2B%20e%5E%7B-2x%7D%7D" alt="math"></p>
<pre><code><code><div>tanh(x) = \frac{e^x - e^{-x}}{e^x + e^{-x}} = \frac{1 - e^{-2x}}{1 + e^{-2x}}
</div></code></code></pre>
<h3 id="softmax">Softmax</h3>
<p>For multi-class single label classification.</p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Csigma%28z_i%29%20%3D%20%5Cfrac%7Be%5E%7Bz_%7Bi%7D%7D%7D%7B%5Csum_%7Bj%3D1%7D%5EK%20e%5E%7Bz_%7Bj%7D%7D%7D%20%5C%20%5C%20%5C%20for%5C%20i%3D1%2C2%2C%5Cdots%2CK" alt="math"></p>
<pre><code><code><div>\sigma(z_i) = \frac{e^{z_{i}}}{\sum_{j=1}^K e^{z_{j}}} \ \ \ for\ i=1,2,\dots,K
</div></code></code></pre>
<h3 id="relu">Relu</h3>
<p><img src="https://render.githubusercontent.com/render/math?math=Relu%28z%29%20%3D%20max%280%2C%20z%29" alt="math"></p>
<pre><code><code><div>Relu(z) = max(0, z)
</div></code></code></pre>
<h3 id="gelu">Gelu</h3>
<p><img src="https://render.githubusercontent.com/render/math?math=Gelu%28x%29%20%3D%20x%5CPhi%28x%29" alt="math"></p>
<p>where <img src="https://render.githubusercontent.com/render/math?math=%5CPhi%28x%29" alt="math"> is the cumulative distribution function of Gaussian distribution.</p>
<pre><code><code><div>Gelu(x) = x\Phi(x)
</div></code></code></pre>
<h2 id="loss">Loss</h2>
<h3 id="regression">Regression</h3>
<p>Below <img src="https://render.githubusercontent.com/render/math?math=x" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=y" alt="math"> are <img src="https://render.githubusercontent.com/render/math?math=D" alt="math"> dimensional vectors, and <img src="https://render.githubusercontent.com/render/math?math=x_i" alt="math"> denotes the value on the <img src="https://render.githubusercontent.com/render/math?math=i" alt="math"> th dimension of <img src="https://render.githubusercontent.com/render/math?math=x" alt="math"> .</p>
<h4 id="mean-absolute-errormae">Mean Absolute Error(MAE)</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Csum_%7Bi%3D1%7D%5E%7BD%7D%7Cx_i-y_i%7C" alt="math"></p>
<pre><code><code><div>\sum_{i=1}^{D}|x_i-y_i|
</div></code></code></pre>
<h4 id="mean-squared-errormse">Mean Squared Error(MSE)</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Csum_%7Bi%3D1%7D%5E%7BD%7D%28x_i-y_i%29%5E2" alt="math"></p>
<pre><code><code><div>\sum_{i=1}^{D}(x_i-y_i)^2
</div></code></code></pre>
<h4 id="huber-loss">Huber loss</h4>
<p>It’s less sensitive to outliers than the MSE as it treats error as square only inside an interval.</p>
<p><img src="https://render.githubusercontent.com/render/math?math=L_%7B%5Cdelta%7D%3D%0A%20%20%20%20%5Cleft%5C%7B%5Cbegin%7Bmatrix%7D%0A%20%20%20%20%20%20%20%20%5Cfrac%7B1%7D%7B2%7D%28y%20-%20%5Chat%7By%7D%29%5E%7B2%7D%20%26%20if%20%5Cleft%20%7C%20%28y%20-%20%5Chat%7By%7D%29%20%20%5Cright%20%7C%20%3C%20%5Cdelta%5C%5C%0A%20%20%20%20%20%20%20%20%5Cdelta%20%28%28y%20-%20%5Chat%7By%7D%29%20-%20%5Cfrac1%202%20%5Cdelta%29%20%26%20otherwise%0A%20%20%20%20%5Cend%7Bmatrix%7D%5Cright." alt="math"></p>
<pre><code><code><div>L_{\delta}=
\left\{\begin{matrix}
\frac{1}{2}(y - \hat{y})^{2} & if \left | (y - \hat{y}) \right | < \delta\\
\delta ((y - \hat{y}) - \frac1 2 \delta) & otherwise
\end{matrix}\right.
</div></code></code></pre>
<h3 id="classification">Classification</h3>
<h4 id="cross-entropy">Cross Entropy</h4>
<ul>
<li>In binary classification, where the number of classes <img src="https://render.githubusercontent.com/render/math?math=M" alt="math"> equals 2, Binary Cross-Entropy(BCE) can be calculated as:</li>
</ul>
<p><img src="https://render.githubusercontent.com/render/math?math=-%7B%28y%5Clog%28p%29%20%2B%20%281%20-%20y%29%5Clog%281%20-%20p%29%29%7D" alt="math"></p>
<ul>
<li>If <img src="https://render.githubusercontent.com/render/math?math=M%20%3E%202" alt="math"> (i.e. multiclass classification), we calculate a separate loss for each class label per observation and sum the result.</li>
</ul>
<p><img src="https://render.githubusercontent.com/render/math?math=-%5Csum_%7Bc%3D1%7D%5EMy_%7Bo%2Cc%7D%5Clog%28p_%7Bo%2Cc%7D%29" alt="math"></p>
<pre><code><code><div>-{(y\log(p) + (1 - y)\log(1 - p))}
-\sum_{c=1}^My_{o,c}\log(p_{o,c})
</div></code></code></pre>
<blockquote>
<p>M - number of classes</p>
<p>log - the natural log</p>
<p>y - binary indicator (0 or 1) if class label c is the correct classification for observation o</p>
<p>p - predicted probability observation o is of class c</p>
</blockquote>
<h4 id="negative-loglikelihood">Negative Loglikelihood</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=NLL%28y%29%20%3D%20-%7B%5Clog%28p%28y%29%29%7D" alt="math"></p>
<p>Minimizing negative loglikelihood</p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Cmin_%7B%5Ctheta%7D%20%5Csum_y%20%7B-%5Clog%28p%28y%3B%5Ctheta%29%29%7D" alt="math"></p>
<p>is equivalent to Maximum Likelihood Estimation(MLE).</p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Cmax_%7B%5Ctheta%7D%20%5Cprod_y%20p%28y%3B%5Ctheta%29" alt="math"></p>
<p>Here <img src="https://render.githubusercontent.com/render/math?math=p%28y%29" alt="math"> is a <em>scaler</em> instead of <em>vector</em>. It is the value of the single dimension where the ground truth <img src="https://render.githubusercontent.com/render/math?math=y" alt="math"> lies. It is thus equivalent to cross entropy (See <a href="https://en.wikipedia.org/wiki/Cross_entropy">wiki</a>).\</p>
<pre><code><code><div>NLL(y) = -{\log(p(y))}
\min_{\theta} \sum_y {-\log(p(y;\theta))}
\max_{\theta} \prod_y p(y;\theta)
</div></code></code></pre>
<h4 id="hinge-loss">Hinge loss</h4>
<p>Used in Support Vector Machine(SVM).</p>
<p><img src="https://render.githubusercontent.com/render/math?math=max%280%2C%201%20-%20y%20%5Ccdot%20%5Chat%7By%7D%29" alt="math"></p>
<pre><code><code><div>max(0, 1 - y \cdot \hat{y})
</div></code></code></pre>
<h4 id="kljs-divergence">KL/JS divergence</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=KL%28%5Chat%7By%7D%20%7C%7C%20y%29%20%3D%20%5Csum_%7Bc%3D1%7D%5E%7BM%7D%5Chat%7By%7D_c%20%5Clog%7B%5Cfrac%7B%5Chat%7By%7D_c%7D%7By_c%7D%7D" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=JS%28%5Chat%7By%7D%20%7C%7C%20y%29%20%3D%20%5Cfrac%7B1%7D%7B2%7D%28KL%28y%7C%7C%5Cfrac%7By%2B%5Chat%7By%7D%7D%7B2%7D%29%20%2B%20KL%28%5Chat%7By%7D%7C%7C%5Cfrac%7By%2B%5Chat%7By%7D%7D%7B2%7D%29%29" alt="math"></p>
<pre><code><code><div>KL(\hat{y} || y) = \sum_{c=1}^{M}\hat{y}_c \log{\frac{\hat{y}_c}{y_c}}
JS(\hat{y} || y) = \frac{1}{2}(KL(y||\frac{y+\hat{y}}{2}) + KL(\hat{y}||\frac{y+\hat{y}}{2}))
</div></code></code></pre>
<h3 id="regularization">Regularization</h3>
<p>The <img src="https://render.githubusercontent.com/render/math?math=Error" alt="math"> below can be any of the above loss.</p>
<h4 id="l1-regularization">L1 regularization</h4>
<p>A regression model that uses L1 regularization technique is called <em>Lasso Regression</em>.</p>
<p><img src="https://render.githubusercontent.com/render/math?math=Loss%20%3D%20Error%28Y%20-%20%5Cwidehat%7BY%7D%29%20%2B%20%5Clambda%20%5Csum_1%5En%20%7Cw_i%7C" alt="math"></p>
<pre><code><code><div>Loss = Error(Y - \widehat{Y}) + \lambda \sum_1^n |w_i|
</div></code></code></pre>
<h4 id="l2-regularization">L2 regularization</h4>
<p>A regression model that uses L1 regularization technique is called <em>Ridge Regression</em>.</p>
<p><img src="https://render.githubusercontent.com/render/math?math=Loss%20%3D%20Error%28Y%20-%20%5Cwidehat%7BY%7D%29%20%2B%20%20%5Clambda%20%5Csum_1%5En%20w_i%5E%7B2%7D" alt="math"></p>
<pre><code><code><div>Loss = Error(Y - \widehat{Y}) + \lambda \sum_1^n w_i^{2}
</div></code></code></pre>
<h2 id="metrics">Metrics</h2>
<p>Some of them overlaps with loss, like MAE, KL-divergence.</p>
<h3 id="classification-1">Classification</h3>
<h4 id="accuracy-precision-recall-f1">Accuracy, Precision, Recall, F1</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=Accuracy%20%3D%20%5Cfrac%7BTP%2BTN%7D%7BTP%2BTN%2BFP%2BFN%7D" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=Precision%20%3D%20%5Cfrac%7BTP%7D%7BTP%2BFP%7D" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=Recall%20%3D%20%5Cfrac%7BTP%7D%7BTP%2BFN%7D" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=F1%20%3D%20%5Cfrac%7B2%2APrecision%2ARecall%7D%7BPrecision%2BRecall%7D%20%3D%20%5Cfrac%7B2%2ATP%7D%7B2%2ATP%2BFP%2BFN%7D" alt="math"></p>
<pre><code><code><div>Accuracy = \frac{TP+TN}{TP+TN+FP+FN}
Precision = \frac{TP}{TP+FP}
Recall = \frac{TP}{TP+FN}
F1 = \frac{2*Precision*Recall}{Precision+Recall} = \frac{2*TP}{2*TP+FP+FN}
</div></code></code></pre>
<h4 id="sensitivity-specificity-and-auc">Sensitivity, Specificity and AUC</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=Sensitivity%20%3D%20Recall%20%3D%20%5Cfrac%7BTP%7D%7BTP%2BFN%7D" alt="math"></p>
<p><img src="https://render.githubusercontent.com/render/math?math=Specificity%20%3D%20%5Cfrac%7BTN%7D%7BFP%2BTN%7D" alt="math"></p>
<pre><code><code><div>Sensitivity = Recall = \frac{TP}{TP+FN}
Specificity = \frac{TN}{FP+TN}
</div></code></code></pre>
<p>AUC is calculated as the Area Under the <img src="https://render.githubusercontent.com/render/math?math=Sensitivity" alt="math"> (TPR)- <img src="https://render.githubusercontent.com/render/math?math=%281-Specificity%29" alt="math"> (FPR) Curve.</p>
<h3 id="regression-1">Regression</h3>
<p>MAE, MSE, equation <a href="#loss">above</a>.</p>
<h3 id="clustering">Clustering</h3>
<h4 id="normalized-mutual-information-nmi">(Normalized) Mutual Information (NMI)</h4>
<p>The Mutual Information is a measure of the similarity between two labels of the same data. Where <img src="https://render.githubusercontent.com/render/math?math=%7CU_i%7C" alt="math"> is the number of the samples in cluster <img src="https://render.githubusercontent.com/render/math?math=U_i" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=%7CV_i%7C" alt="math"> is the number of the samples in cluster <img src="https://render.githubusercontent.com/render/math?math=V_i" alt="math"> , the Mutual Information between cluster <img src="https://render.githubusercontent.com/render/math?math=U" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=V" alt="math"> is given as:</p>
<p><img src="https://render.githubusercontent.com/render/math?math=MI%28U%2CV%29%3D%5Csum_%7Bi%3D1%7D%5E%7B%7CU%7C%7D%20%5Csum_%7Bj%3D1%7D%5E%7B%7CV%7C%7D%20%5Cfrac%7B%7CU_i%5Ccap%20V_j%7C%7D%7BN%7D%0A%5Clog%5Cfrac%7BN%7CU_i%20%5Ccap%20V_j%7C%7D%7B%7CU_i%7C%7CV_j%7C%7D" alt="math"></p>
<pre><code><code><div>MI(U,V)=\sum_{i=1}^{|U|} \sum_{j=1}^{|V|} \frac{|U_i\cap V_j|}{N}
\log\frac{N|U_i \cap V_j|}{|U_i||V_j|}
</div></code></code></pre>
<p>Normalized Mutual Information (NMI) is a normalization of the Mutual Information (MI) score to scale the results between 0 (no mutual information) and 1 (perfect correlation). In this function, mutual information is normalized by some generalized mean of H(labels_true) and H(labels_pred)), See <a href="https://en.wikipedia.org/wiki/Mutual_information#Normalized_variants">wiki</a>.</p>
<p>Skip <a href="https://en.wikipedia.org/wiki/Rand_index">RI, ARI</a> for complexity.</p>
<p>Also skip metrics for related tasks (e.g. modularity for community detection[graph clustering], coherence score for topic modeling[soft clustering]).</p>
<h3 id="ranking">Ranking</h3>
<p>Skip nDCG (Normalized Discounted Cumulative Gain) for its complexity.</p>
<h4 id="mean-average-precisionmap">(Mean) Average Precision(MAP)</h4>
<p>Average Precision is calculated as:</p>
<p><img src="https://render.githubusercontent.com/render/math?math=%5Ctext%7BAP%7D%20%3D%20%5Csum_n%20%28R_n%20-%20R_%7Bn-1%7D%29%20P_n" alt="math"></p>
<pre><code><code><div>\text{AP} = \sum_n (R_n - R_{n-1}) P_n
</div></code></code></pre>
<p>where <img src="https://render.githubusercontent.com/render/math?math=R_n" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=P_n" alt="math"> are the precision and recall at the <img src="https://render.githubusercontent.com/render/math?math=n" alt="math"> th threshold.</p>
<p>AP can also be regarded as the area under the precision-recall curve.</p>
<p>MAP is the mean of AP over all the queries.</p>
<h3 id="similarityrelevance">Similarity/Relevance</h3>
<h4 id="cosine">Cosine</h4>
<p><img src="https://render.githubusercontent.com/render/math?math=Cosine%28x%2Cy%29%20%3D%20%5Cfrac%7Bx%20%5Ccdot%20y%7D%7B%7Cx%7C%7Cy%7C%7D" alt="math"></p>
<pre><code><code><div>Cosine(x,y) = \frac{x \cdot y}{|x||y|}
</div></code></code></pre>
<h4 id="jaccard">Jaccard</h4>
<p>Similarity of two sets <img src="https://render.githubusercontent.com/render/math?math=U" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=V" alt="math"> .</p>
<p><img src="https://render.githubusercontent.com/render/math?math=Jaccard%28U%2CV%29%20%3D%20%5Cfrac%7B%7CU%20%5Ccap%20V%7C%7D%7B%7CU%20%5Ccup%20V%7C%7D" alt="math"></p>
<pre><code><code><div>Jaccard(U,V) = \frac{|U \cap V|}{|U \cup V|}
</div></code></code></pre>
<h4 id="pointwise-mutual-informationpmi">Pointwise Mutual Information(PMI)</h4>
<p>Relevance of two events <img src="https://render.githubusercontent.com/render/math?math=x" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=y" alt="math"> .</p>
<p><img src="https://render.githubusercontent.com/render/math?math=PMI%28x%3By%29%20%3D%20%5Clog%7B%5Cfrac%7Bp%28x%2Cy%29%7D%7Bp%28x%29p%28y%29%7D%7D" alt="math"></p>
<pre><code><code><div>PMI(x;y) = \log{\frac{p(x,y)}{p(x)p(y)}}
</div></code></code></pre>
<p>For example, <img src="https://render.githubusercontent.com/render/math?math=p%28x%29" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=p%28y%29" alt="math"> is the frequency of word <img src="https://render.githubusercontent.com/render/math?math=x" alt="math"> and <img src="https://render.githubusercontent.com/render/math?math=y" alt="math"> appearing in corpus and <img src="https://render.githubusercontent.com/render/math?math=p%28x%2Cy%29" alt="math"> is the frequency of the co-occurrence of the two.</p>
<h2 id="notes">Notes</h2>
<p>This repository now only contains simple equations for ML. They are mainly about deep learning and NLP now due to personal research interests.</p>
<p>For time issues, elegant equations in traditional ML approaches like SVM, SVD, PCA, LDA are not included yet.</p>
<p>Moreover, there is a trend towards more complex metrics, which have to be calculated with complicated program (e.g. BLEU, ROUGE, METEOR), iterative algorithms (e.g. PageRank), optimization (e.g. Earth Mover Distance), or even learning based (e.g. BERTScore). They thus cannot be described using simple equations.</p>
<h2 id="reference">Reference</h2>
<p><a href="https://pytorch.org/docs/master/nn.html">Pytorch Documentation</a></p>
<p><a href="https://scikit-learn.org/stable/modules/classes.html">Scikit-learn Documentation</a></p>
<p><a href="https://ml-cheatsheet.readthedocs.io/en/latest/index.html">Machine Learning Glossary</a></p>
<p><a href="https://en.wikipedia.org/">Wikipedia</a></p>
<p><a href="https://blog.floydhub.com/gans-story-so-far/">https://blog.floydhub.com/gans-story-so-far/</a></p>
<p><a href="https://ermongroup.github.io/cs228-notes/extras/vae/">https://ermongroup.github.io/cs228-notes/extras/vae/</a></p>
<p>Thanks for <a href="https://gist.github.com/a-rodin/fef3f543412d6e1ec5b6cf55bf197d7b">a-rodin's solution</a> to show Latex in Github markdown, which I have wrapped into <code>latex2pic.py</code>.</p>
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