Millionaire-calculator

millionaire-calculator.js

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wt,ct=function(Ct,dt){N.selectAll(".annotation-arrow-g").remove();var Pt=K.x.head,kt=K.y.head,Mt=K.x.tail+Ct,Ht=K.y.tail+dt,Vt=K.x.text+Ct,qt=K.y.text+dt,Ar=b.rotationXYMatrix(Z,Vt,qt),Br=b.apply2DTransform(Ar),ir=b.apply2DTransform2(Ar),rr=+ie.attr("width"),mr=+ie.attr("height"),Xr=Vt-.5*rr,Kr=Xr+rr,Sr=qt-.5*mr,pr=Sr+mr,Cr=[[Xr,Sr,Xr,pr],[Xr,pr,Kr,pr],[Kr,pr,Kr,Sr],[Kr,Sr,Xr,Sr]].map(ir);if(!Cr.reduce(function(Un,Cn){return Un^!!b.segmentsIntersect(Pt,kt,Pt+1e6,kt+1e6,Cn[0],Cn[1],Cn[2],Cn[3])},!1)){Cr.forEach(function(Un){var Cn=b.segmentsIntersect(Mt,Ht,Pt,kt,Un[0],Un[1],Un[2],Un[3]);Cn&&(Mt=Cn.x,Ht=Cn.y)});var br=v.arrowwidth,Mr=v.arrowcolor,jr=v.arrowside,Jr=N.append("g").style({opacity:o.opacity(Mr)}).classed("annotation-arrow-g",!0),nn=Jr.append("path").attr("d","M"+Mt+","+Ht+"L"+Pt+","+kt).style("stroke-width",br+"px").call(o.stroke,o.rgb(Mr));if(u(nn,jr,v),L.annotationPosition&&nn.node().parentNode&&!x){var tn=Pt,rn=kt;if(v.standoff){var dn=Math.sqrt(Math.pow(Pt-Mt,2)+Math.pow(kt-Ht,2));tn+=v.standoff*(Mt-Pt)/dn,rn+=v.standoff*(Ht-kt)/dn}var sn,En,On=Jr.append("path").classed("annotation-arrow",!0).classed("anndrag",!0).classed("cursor-move",!0).attr({d:"M3,3H-3V-3H3ZM0,0L"+(Mt-tn)+","+(Ht-rn),transform:d(tn,rn)}).style("stroke-width",br+6+"px").call(o.stroke,"rgba(0,0,0,0)").call(o.fill,"rgba(0,0,0,0)");A.init({element:On.node(),gd:m,prepFn:function(){var Un=r.getTranslate(ne);sn=Un.x,En=Un.y,w&&w.autorange&&P(w._name+".autorange",!0),C&&C.autorange&&P(C._name+".autorange",!0)},moveFn:function(Un,Cn){var ni=Br(sn,En),or=ni[0]+Un,wr=ni[1]+Cn;ne.call(r.setTranslate,or,wr),O("x",f(w,Un,"x",M,v)),O("y",f(C,Cn,"y",M,v)),v.axref===v.xref&&O("ax",f(w,Un,"ax",M,v)),v.ayref===v.yref&&O("ay",f(C,Cn,"ay",M,v)),Jr.attr("transform",d(Un,Cn)),G.attr({transform:"rotate("+Z+","+or+","+wr+")"})},doneFn:function(){h.call("_guiRelayout",m,H());var Un=document.querySelector(".js-notes-box-panel");Un&&Un.redraw(Un.selectedObj)}})}}};v.showarrow&&ct(0,0),X&&A.init({element:ne.node(),gd:m,prepFn:function(){wt=G.attr("transform")},moveFn:function(Ct,dt){var Pt="pointer";if(v.showarrow)v.axref===v.xref?O("ax",f(w,Ct,"ax",M,v)):O("ax",v.ax+Ct),v.ayref===v.yref?O("ay",f(C,dt,"ay",M.w,v)):O("ay",v.ay+dt),ct(Ct,dt);else{if(x)return;var kt,Mt;if(w)kt=f(w,Ct,"x",M,v);else{var Ht=v._xsize/M.w,Vt=v.x+(v._xshift-v.xshift)/M.w-Ht/2;kt=A.align(Vt+Ct/M.w,Ht,0,1,v.xanchor)}if(C)Mt=f(C,dt,"y",M,v);else{var qt=v._ysize/M.h,Ar=v.y-(v._yshift+v.yshift)/M.h-qt/2;Mt=A.align(Ar-dt/M.h,qt,0,1,v.yanchor)}O("x",kt),O("y",Mt),w&&C||(Pt=A.getCursor(w?.5:kt,C?.5:Mt,v.xanchor,v.yanchor))}G.attr({transform:d(Ct,dt)+wt}),i(ne,Pt)},clickFn:function(Ct,dt){v.captureevents&&m.emit("plotly_clickannotation",ye(dt))},doneFn:function(){i(ne),h.call("_guiRelayout",m,H());var Ct=document.querySelector(".js-notes-box-panel");Ct&&Ct.redraw(Ct.selectedObj)}})}}}Q.exports={draw:function(m){var v=m._fullLayout;v._infolayer.selectAll(".annotation").remove();for(var y=0;y<v.annotations.length;y++)v.annotations[y].visible&&g(m,y);return t.previousPromises(m)},drawOne:g,drawRaw:B}},33652:function(Q,_,e){var c=e(33428),h=e(76308),t=e(72196),b=e(3400),d=b.strScale,s=b.strRotate,o=b.strTranslate;Q.exports=function(r,a,n){var i,A,l,u,g=r.node(),f=t[n.arrowhead||0],B=t[n.startarrowhead||0],m=(n.arrowwidth||1)*(n.arrowsize||1),v=(n.arrowwidth||1)*(n.startarrowsize||1),y=a.indexOf("start")>=0,x=a.indexOf("end")>=0,w=f.backoff*m+n.standoff,C=B.backoff*v+n.startstandoff;if(g.nodeName==="line"){i={x:+r.attr("x1"),y:+r.attr("y1")},A={x:+r.attr("x2"),y:+r.attr("y2")};var p=i.x-A.x,I=i.y-A.y;if(u=(l=Math.atan2(I,p))+Math.PI,w&&C&&w+C>Math.sqrt(p*p+I*I))return void N();if(w){if(w*w>p*p+I*I)return void N();var E=w*Math.cos(l),M=w*Math.sin(l);A.x+=E,A.y+=M,r.attr({x2:A.x,y2:A.y})}if(C){if(C*C>p*p+I*I)return void N();var L=C*Math.cos(l),S=C*Math.sin(l);i.x-=L,i.y-=S,r.attr({x1:i.x,y1:i.y})}}else if(g.nodeName==="path"){var P=g.getTotalLength(),O="";if(P<w+C)return void N();var H=g.getPointAtLength(0),U=g.getPointAtLength(.1);l=Math.atan2(H.y-U.y,H.x-U.x),i=g.getPointAtLength(Math.min(C,P)),O="0px,"+C+"px,";var K=g.getPointAtLength(P),Z=g.getPointAtLength(P-.1);u=Math.atan2(K.y-Z.y,K.x-Z.x),A=g.getPointAtLength(Math.max(0,P-w)),O+=P-(O?C+w:w)+"px,"+P+"px",r.style("stroke-dasharray",O)}function N(){r.style("stroke-dasharray","0px,100px")}function G(X,oe,ne,te){X.path&&(X.noRotate&&(ne=0),c.select(g.parentNode).append("path").attr({class:r.attr("class"),d:X.path,transform:o(oe.x,oe.y)+s(180*ne/Math.PI)+d(te)}).style({fill:h.rgb(n.arrowcolor),"stroke-width":0}))}y&&G(B,i,l,v),x&&G(f,A,u,m)}},79180:function(Q,_,e){var c=e(23816),h=e(42300);Q.exports={moduleType:"component",name:"annotations",layoutAttributes:e(13916),supplyLayoutDefaults:e(45216),includeBasePlot:e(36632)("annotations"),calcAutorange:e(90272),draw:c.draw,drawOne:c.drawOne,drawRaw:c.drawRaw,hasClickToShow:h.hasClickToShow,onClick:h.onClick,convertCoords:e(26828)}},45899:function(Q,_,e){var c=e(13916),h=e(67824).overrideAll,t=e(31780).templatedArray;Q.exports=h(t("annotation",{visible:c.visible,x:{valType:"any"},y:{valType:"any"},z:{valType:"any"},ax:{valType:"number"},ay:{valType:"number"},xanchor:c.xanchor,xshift:c.xshift,yanchor:c.yanchor,yshift:c.yshift,text:c.text,textangle:c.textangle,font:c.font,width:c.width,height:c.height,opacity:c.opacity,align:c.align,valign:c.valign,bgcolor:c.bgcolor,bordercolor:c.bordercolor,borderpad:c.borderpad,borderwidth:c.borderwidth,showarrow:c.showarrow,arrowcolor:c.arrowcolor,arrowhead:c.arrowhead,startarrowhead:c.startarrowhead,arrowside:c.arrowside,arrowsize:c.arrowsize,startarrowsize:c.startarrowsize,arrowwidth:c.arrowwidth,standoff:c.standoff,startstandoff:c.startstandoff,hovertext:c.hovertext,hoverlabel:c.hoverlabel,captureevents:c.captureevents}),"calc","from-root")},42456:function(Q,_,e){var c=e(3400),h=e(54460);function t(b,d){var s=d.fullSceneLayout.domain,o=d.fullLayout._size,r={pdata:null,type:"linear",autorange:!1,range:[-1/0,1/0]};b._xa={},c.extendFlat(b._xa,r),h.setConvert(b._xa),b._xa._offset=o.l+s.x[0]*o.w,b._xa.l2p=function(){return .5*(1+b._pdata[0]/b._pdata[3])*o.w*(s.x[1]-s.x[0])},b._ya={},c.extendFlat(b._ya,r),h.setConvert(b._ya),b._ya._offset=o.t+(1-s.y[1])*o.h,b._ya.l2p=function(){return .5*(1-b._pdata[1]/b._pdata[3])*o.h*(s.y[1]-s.y[0])}}Q.exports=function(b){for(var d=b.fullSceneLayout.annotations,s=0;s<d.length;s++)t(d[s],b);b.fullLayout._infolayer.selectAll(".annotation-"+b.id).remove()}},52808:function(Q,_,e){var c=e(3400),h=e(54460),t=e(51272),b=e(87192),d=e(45899);function s(o,r,a,n){function i(l,u){return c.coerce(o,r,d,l,u)}function A(l){var u=l+"axis",g={_fullLayout:{}};return g._fullLayout[u]=a[u],h.coercePosition(r,g,i,l,l,.5)}i("visible")&&(b(o,r,n.fullLayout,i),A("x"),A("y"),A("z"),c.noneOrAll(o,r,["x","y","z"]),r.xref="x",r.yref="y",r.zref="z",i("xanchor"),i("yanchor"),i("xshift"),i("yshift"),r.showarrow&&(r.axref="pixel",r.ayref="pixel",i("ax",-10),i("ay",-30),c.noneOrAll(o,r,["ax","ay"])))}Q.exports=function(o,r,a){t(o,r,{name:"annotations",handleItemDefaults:s,fullLayout:a.fullLayout})}},71836:function(Q,_,e){var c=e(23816).drawRaw,h=e(94424),t=["x","y","z"];Q.exports=function(b){for(var d=b.fullSceneLayout,s=b.dataScale,o=d.annotations,r=0;r<o.length;r++){for(var a=o[r],n=!1,i=0;i<3;i++){var A=t[i],l=a[A],u=d[A+"axis"].r2fraction(l);if(u<0||u>1){n=!0;break}}n?b.fullLayout._infolayer.select(".annotation-"+b.id+'[data-index="'+r+'"]').remove():(a._pdata=h(b.glplot.cameraParams,[d.xaxis.r2l(a.x)*s[0],d.yaxis.r2l(a.y)*s[1],d.zaxis.r2l(a.z)*s[2]]),c(b.graphDiv,a,r,b.id,a._xa,a._ya))}}},56864:function(Q,_,e){var c=e(24040),h=e(3400);Q.exports={moduleType:"component",name:"annotations3d",schema:{subplots:{scene:{annotations:e(45899)}}},layoutAttributes:e(45899),handleDefaults:e(52808),includeBasePlot:function(t,b){var d=c.subplotsRegistry.gl3d;if(d)for(var s=d.attrRegex,o=Object.keys(t),r=0;r<o.length;r++){var a=o[r];s.test(a)&&(t[a].annotations||[]).length&&(h.pushUnique(b._basePlotModules,d),h.pushUnique(b._subplots.gl3d,a))}},convert:e(42456),draw:e(71836)}},54976:function(Q,_,e){Q.exports=e(38700),e(15168),e(67020),e(89792),e(55668),e(65168),e(2084),e(26368),e(24747),e(65616),e(30632),e(73040),e(1104),e(51456),e(4592),e(45348)},97776:function(Q,_,e){var c=e(54976),h=e(3400),t=e(39032),b=t.EPOCHJD,d=t.ONEDAY,s={valType:"enumerated",values:h.sortObjectKeys(c.calendars),editType:"calc",dflt:"gregorian"},o=function(m,v,y,x){var w={};return w[y]=s,h.coerce(m,v,w,y,x)},r="##",a={d:{0:"dd","-":"d"},e:{0:"d","-":"d"},a:{0:"D","-":"D"},A:{0:"DD","-":"DD"},j:{0:"oo","-":"o"},W:{0:"ww","-":"w"},m:{0:"mm","-":"m"},b:{0:"M","-":"M"},B:{0:"MM","-":"MM"},y:{0:"yy","-":"yy"},Y:{0:"yyyy","-":"yyyy"},U:r,w:r,c:{0:"D M d %X yyyy","-":"D M d %X yyyy"},x:{0:"mm/dd/yyyy","-":"mm/dd/yyyy"}},n={};function i(m){var v=n[m];return v||(n[m]=c.instance(m))}function A(m){return h.extendFlat({},s,{description:m})}function l(m){return"Sets the calendar system to use with `"+m+"` date data."}var u={xcalendar:A(l("x"))},g=h.extendFlat({},u,{ycalendar:A(l("y"))}),f=h.extendFlat({},g,{zcalendar:A(l("z"))}),B=A(["Sets the calendar system to use for `range` and `tick0`","if this is a date axis. This does not set the calendar for","interpreting data on this axis, that's specified in the trace","or via the global `layout.calendar`"].join(" "));Q.exports={moduleType:"component",name:"calendars",schema:{traces:{scatter:g,bar:g,box:g,heatmap:g,contour:g,histogram:g,histogram2d:g,histogram2dcontour:g,scatter3d:f,surface:f,mesh3d:f,scattergl:g,ohlc:u,candlestick:u},layout:{calendar:A(["Sets the default calendar system to use for interpreting and","displaying dates throughout the plot."].join(" "))},subplots:{xaxis:{calendar:B},yaxis:{calendar:B},scene:{xaxis:{calendar:B},yaxis:{calendar:B},zaxis:{calendar:B}},polar:{radialaxis:{calendar:B}}},transforms:{filter:{valuecalendar:A(["WARNING: All transforms are deprecated and may be removed from the API in next major version.","Sets the calendar system to use for `value`, if it is a date."].join(" ")),targetcalendar:A(["WARNING: All transforms are deprecated and may be removed from the API in next major version.","Sets the calendar system to use for `target`, if it is an","array of dates. If `target` is a string (eg *x*) we use the","corresponding trace attribute (eg `xcalendar`) if it exists,","even if `targetcalendar` is provided."].join(" "))}}},layoutAttributes:s,handleDefaults:o,handleTraceDefaults:function(m,v,y,x){for(var w=0;w<y.length;w++)o(m,v,y[w]+"calendar",x.calendar)},CANONICAL_SUNDAY:{chinese:"2000-01-02",coptic:"2000-01-03",discworld:"2000-01-03",ethiopian:"2000-01-05",hebrew:"5000-01-01",islamic:"1000-01-02",julian:"2000-01-03",mayan:"5000-01-01",nanakshahi:"1000-01-05",nepali:"2000-01-05",persian:"1000-01-01",jalali:"1000-01-01",taiwan:"1000-01-04",thai:"2000-01-04",ummalqura:"1400-01-06"},CANONICAL_TICK:{chinese:"2000-01-01",coptic:"2000-01-01",discworld:"2000-01-01",ethiopian:"2000-01-01",hebrew:"5000-01-01",islamic:"1000-01-01",julian:"2000-01-01",mayan:"5000-01-01",nanakshahi:"1000-01-01",nepali:"2000-01-01",persian:"1000-01-01",jalali:"1000-01-01",taiwan:"1000-01-01",thai:"2000-01-01",ummalqura:"1400-01-01"},DFLTRANGE:{chinese:["2000-01-01","2001-01-01"],coptic:["1700-01-01","1701-01-01"],discworld:["1800-01-01","1801-01-01"],ethiopian:["2000-01-01","2001-01-01"],hebrew:["5700-01-01","5701-01-01"],islamic:["1400-01-01","1401-01-01"],julian:["2000-01-01","2001-01-01"],mayan:["5200-01-01","5201-01-01"],nanakshahi:["0500-01-01","0501-01-01"],nepali:["2000-01-01","2001-01-01"],persian:["1400-01-01","1401-01-01"],jalali:["1400-01-01","1401-01-01"],taiwan:["0100-01-01","0101-01-01"],thai:["2500-01-01","2501-01-01"],ummalqura:["1400-01-01","1401-01-01"]},getCal:i,worldCalFmt:function(m,v,y){for(var x,w,C,p,I,E=Math.floor((v+.05)/d)+b,M=i(y).fromJD(E),L=0;(L=m.indexOf("%",L))!==-1;)(x=m.charAt(L+1))==="0"||x==="-"||x==="_"?(C=3,w=m.charAt(L+2),x==="_"&&(x="-")):(w=x,x="0",C=2),(p=a[w])?(I=p===r?r:M.formatDate(p[x]),m=m.substr(0,L)+I+m.substr(L+C),L+=I.length):L+=C;return m}}},22548:function(Q,_){_.defaults=["#1f77b4","#ff7f0e","#2ca02c","#d62728","#9467bd","#8c564b","#e377c2","#7f7f7f","#bcbd22","#17becf"],_.defaultLine="#444",_.lightLine="#eee",_.background="#fff",_.borderLine="#BEC8D9",_.lightFraction=90.9090909090909},76308:function(Q,_,e){var c=e(49760),h=e(38248),t=e(38116).isTypedArray,b=Q.exports={},d=e(22548);b.defaults=d.defaults;var s=b.defaultLine=d.defaultLine;b.lightLine=d.lightLine;var o=b.background=d.background;function r(a){if(h(a)||typeof a!="string")return a;var n=a.trim();if(n.substr(0,3)!=="rgb")return a;var i=n.match(/^rgba?\s*\(([^()]*)\)$/);if(!i)return a;var A=i[1].trim().split(/\s*[\s,]\s*/),l=n.charAt(3)==="a"&&A.length===4;if(!l&&A.length!==3)return a;for(var u=0;u<A.length;u++){if(!A[u].length||(A[u]=Number(A[u]),!(A[u]>=0)))return a;if(u===3)A[u]>1&&(A[u]=1);else if(A[u]>=1)return a}var g=Math.round(255*A[0])+", "+Math.round(255*A[1])+", "+Math.round(255*A[2]);return l?"rgba("+g+", "+A[3]+")":"rgb("+g+")"}b.tinyRGB=function(a){var n=a.toRgb();return"rgb("+Math.round(n.r)+", "+Math.round(n.g)+", "+Math.round(n.b)+")"},b.rgb=function(a){return b.tinyRGB(c(a))},b.opacity=function(a){return a?c(a).getAlpha():0},b.addOpacity=function(a,n){var i=c(a).toRgb();return"rgba("+Math.round(i.r)+", "+Math.round(i.g)+", "+Math.round(i.b)+", "+n+")"},b.combine=function(a,n){var i=c(a).toRgb();if(i.a===1)return c(a).toRgbString();var A=c(n||o).toRgb(),l=A.a===1?A:{r:255*(1-A.a)+A.r*A.a,g:255*(1-A.a)+A.g*A.a,b:255*(1-A.a)+A.b*A.a},u={r:l.r*(1-i.a)+i.r*i.a,g:l.g*(1-i.a)+i.g*i.a,b:l.b*(1-i.a)+i.b*i.a};return c(u).toRgbString()},b.interpolate=function(a,n,i){var A=c(a).toRgb(),l=c(n).toRgb(),u={r:i*A.r+(1-i)*l.r,g:i*A.g+(1-i)*l.g,b:i*A.b+(1-i)*l.b};return c(u).toRgbString()},b.contrast=function(a,n,i){var A=c(a);return A.getAlpha()!==1&&(A=c(b.combine(a,o))),(A.isDark()?n?A.lighten(n):o:i?A.darken(i):s).toString()},b.stroke=function(a,n){var i=c(n);a.style({stroke:b.tinyRGB(i),"stroke-opacity":i.getAlpha()})},b.fill=function(a,n){var i=c(n);a.style({fill:b.tinyRGB(i),"fill-opacity":i.getAlpha()})},b.clean=function(a){if(a&&typeof a=="object"){var n,i,A,l,u=Object.keys(a);for(n=0;n<u.length;n++)if(l=a[A=u[n]],A.substr(A.length-5)==="color")if(Array.isArray(l))for(i=0;i<l.length;i++)l[i]=r(l[i]);else a[A]=r(l);else if(A.substr(A.length-10)==="colorscale"&&Array.isArray(l))for(i=0;i<l.length;i++)Array.isArray(l[i])&&(l[i][1]=r(l[i][1]));else if(Array.isArray(l)){var g=l[0];if(!Array.isArray(g)&&g&&typeof g=="object")for(i=0;i<l.length;i++)b.clean(l[i])}else l&&typeof l=="object"&&!t(l)&&b.clean(l)}}},42996:function(Q,_,e){var c=e(94724),h=e(25376),t=e(92880).extendFlat,b=e(67824).overrideAll;Q.exports=b({orientation:{valType:"enumerated",values:["h","v"],dflt:"v"},thicknessmode:{valType:"enumerated",values:["fraction","pixels"],dflt:"pixels"},thickness:{valType:"number",min:0,dflt:30},lenmode:{valType:"enumerated",values:["fraction","pixels"],dflt:"fraction"},len:{valType:"number",min:0,dflt:1},x:{valType:"number"},xref:{valType:"enumerated",dflt:"paper",values:["container","paper"],editType:"layoutstyle"},xanchor:{valType:"enumerated",values:["left","center","right"]},xpad:{valType:"number",min:0,dflt:10},y:{valType:"number"},yref:{valType:"enumerated",dflt:"paper",values:["container","paper"],editType:"layoutstyle"},yanchor:{valType:"enumerated",values:["top","middle","bottom"]},ypad:{valType:"number",min:0,dflt:10},outlinecolor:c.linecolor,outlinewidth:c.linewidth,bordercolor:c.linecolor,borderwidth:{valType:"number",min:0,dflt:0},bgcolor:{valType:"color",dflt:"rgba(0,0,0,0)"},tickmode:c.minor.tickmode,nticks:c.nticks,tick0:c.tick0,dtick:c.dtick,tickvals:c.tickvals,ticktext:c.ticktext,ticks:t({},c.ticks,{dflt:""}),ticklabeloverflow:t({},c.ticklabeloverflow,{}),ticklabelposition:{valType:"enumerated",values:["outside","inside","outside top","inside top","outside left","inside left","outside right","inside right","outside bottom","inside bottom"],dflt:"outside"},ticklen:c.ticklen,tickwidth:c.tickwidth,tickcolor:c.tickcolor,ticklabelstep:c.ticklabelstep,showticklabels:c.showticklabels,labelalias:c.labelalias,tickfont:h({}),tickangle:c.tickangle,tickformat:c.tickformat,tickformatstops:c.tickformatstops,tickprefix:c.tickprefix,showtickprefix:c.showtickprefix,ticksuffix:c.ticksuffix,showticksuffix:c.showticksuffix,separatethousands:c.separatethousands,exponentformat:c.exponentformat,minexponent:c.minexponent,showexponent:c.showexponent,title:{text:{valType:"string"},font:h({}),side:{valType:"enumerated",values:["right","top","bottom"]}},_deprecated:{title:{valType:"string"},titlefont:h({}),titleside:{valType:"enumerated",values:["right","top","bottom"],dflt:"top"}}},"colorbars","from-root")},63964:function(Q){Q.exports={cn:{colorbar:"colorbar",cbbg:"cbbg",cbfill:"cbfill",cbfills:"cbfills",cbline:"cbline",cblines:"cblines",cbaxis:"cbaxis",cbtitleunshift:"cbtitleunshift",cbtitle:"cbtitle",cboutline:"cboutline",crisp:"crisp",jsPlaceholder:"js-placeholder"}}},64013:function(Q,_,e){var c=e(3400),h=e(31780),t=e(26332),b=e(25404),d=e(95936),s=e(42568),o=e(42996);Q.exports=function(r,a,n){var i=h.newContainer(a,"colorbar"),A=r.colorbar||{};function l(O,H){return c.coerce(A,i,o,O,H)}var u=n.margin||{t:0,b:0,l:0,r:0},g=n.width-u.l-u.r,f=n.height-u.t-u.b,B=l("orientation")==="v",m=l("thicknessmode");l("thickness",m==="fraction"?30/(B?g:f):30);var v=l("lenmode");l("len",v==="fraction"?1:B?f:g);var y,x,w,C=l("yref")==="paper",p=l("xref")==="paper",I="left";B?(w="middle",I=p?"left":"right",y=p?1.02:1,x=.5):(w=C?"bottom":"top",I="center",y=.5,x=C?1.02:1),c.coerce(A,i,{x:{valType:"number",min:p?-2:0,max:p?3:1,dflt:y}},"x"),c.coerce(A,i,{y:{valType:"number",min:C?-2:0,max:C?3:1,dflt:x}},"y"),l("xanchor",I),l("xpad"),l("yanchor",w),l("ypad"),c.noneOrAll(A,i,["x","y"]),l("outlinecolor"),l("outlinewidth"),l("bordercolor"),l("borderwidth"),l("bgcolor");var E=c.coerce(A,i,{ticklabelposition:{valType:"enumerated",dflt:"outside",values:B?["outside","inside","outside top","inside top","outside bottom","inside bottom"]:["outside","inside","outside left","inside left","outside right","inside right"]}},"ticklabelposition");l("ticklabeloverflow",E.indexOf("inside")!==-1?"hide past domain":"hide past div"),t(A,i,l,"linear");var M=n.font,L={noAutotickangles:!0,outerTicks:!1,font:M};E.indexOf("inside")!==-1&&(L.bgColor="black"),s(A,i,l,"linear",L),d(A,i,l,"linear",L),b(A,i,l,"linear",L),l("title.text",n._dfltTitle.colorbar);var S=i.showticklabels?i.tickfont:M,P=c.extendFlat({},S,{color:M.color,size:c.bigFont(S.size)});c.coerceFont(l,"title.font",P),l("title.side",B?"top":"right")}},37848:function(Q,_,e){var c=e(33428),h=e(49760),t=e(7316),b=e(24040),d=e(54460),s=e(86476),o=e(3400),r=o.strTranslate,a=e(92880).extendFlat,n=e(93972),i=e(43616),A=e(76308),l=e(81668),u=e(72736),g=e(94288).flipScale,f=e(28336),B=e(37668),m=e(94724),v=e(84284),y=v.LINE_SPACING,x=v.FROM_TL,w=v.FROM_BR,C=e(63964).cn;Q.exports={draw:function(p){var I=p._fullLayout._infolayer.selectAll("g."+C.colorbar).data(function(E){var M,L,S,P,O=E._fullLayout,H=E.calcdata,U=[];function K(Ae){return a(Ae,{_fillcolor:null,_line:{color:null,width:null,dash:null},_levels:{start:null,end:null,size:null},_filllevels:null,_fillgradient:null,_zrange:null})}function Z(){typeof P.calc=="function"?P.calc(E,S,M):(M._fillgradient=L.reversescale?g(L.colorscale):L.colorscale,M._zrange=[L[P.min],L[P.max]])}for(var N=0;N<H.length;N++){var G=H[N];if((S=G[0].trace)._module){var X=S._module.colorbar;if(S.visible===!0&&X)for(var oe=Array.isArray(X),ne=oe?X:[X],te=0;te<ne.length;te++){var J=(P=ne[te]).container;(L=J?S[J]:S)&&L.showscale&&((M=K(L.colorbar))._id="cb"+S.uid+(oe&&J?"-"+J:""),M._traceIndex=S.index,M._propPrefix=(J?J+".":"")+"colorbar.",M._meta=S._meta,Z(),U.push(M))}}}for(var re in O._colorAxes)if((L=O[re]).showscale){var ie=O._colorAxes[re];(M=K(L.colorbar))._id="cb"+re,M._propPrefix=re+".colorbar.",M._meta=O._meta,P={min:"cmin",max:"cmax"},ie[0]!=="heatmap"&&(S=ie[1],P.calc=S._module.colorbar.calc),Z(),U.push(M)}return U}(p),function(E){return E._id});I.enter().append("g").attr("class",function(E){return E._id}).classed(C.colorbar,!0),I.each(function(E){var M=c.select(this);o.ensureSingle(M,"rect",C.cbbg),o.ensureSingle(M,"g",C.cbfills),o.ensureSingle(M,"g",C.cblines),o.ensureSingle(M,"g",C.cbaxis,function(S){S.classed(C.crisp,!0)}),o.ensureSingle(M,"g",C.cbtitleunshift,function(S){S.append("g").classed(C.cbtitle,!0)}),o.ensureSingle(M,"rect",C.cboutline);var L=function(S,P,O){var H=P.orientation==="v",U=P.len,K=P.lenmode,Z=P.thickness,N=P.thicknessmode,G=P.outlinewidth,X=P.borderwidth,oe=P.bgcolor,ne=P.xanchor,te=P.yanchor,J=P.xpad,re=P.ypad,ie=P.x,Ae=H?P.y:1-P.y,ue=P.yref==="paper",le=P.xref==="paper",fe=O._fullLayout,ve=fe._size,ye=P._fillcolor,we=P._line,Ce=P.title,Be=Ce.side,xe=P._zrange||c.extent((typeof ye=="function"?ye:we.color).domain()),Te=typeof we.color=="function"?we.color:function(){return we.color},Ie=typeof ye=="function"?ye:function(){return ye},pe=P._levels,ce=function(Ge,it,bt){var gt,He,Ke=it._levels,vt=[],At=[],wt=Ke.end+Ke.size/100,ct=Ke.size,Ct=1.001*bt[0]-.001*bt[1],dt=1.001*bt[1]-.001*bt[0];for(He=0;He<1e5&&(gt=Ke.start+He*ct,!(ct>0?gt>=wt:gt<=wt));He++)gt>Ct&&gt<dt&&vt.push(gt);if(it._fillgradient)At=[0];else if(typeof it._fillcolor=="function"){var Pt=it._filllevels;if(Pt)for(wt=Pt.end+Pt.size/100,ct=Pt.size,He=0;He<1e5&&(gt=Pt.start+He*ct,!(ct>0?gt>=wt:gt<=wt));He++)gt>bt[0]&&gt<bt[1]&&At.push(gt);else(At=vt.map(function(kt){return kt-Ke.size/2})).push(At[At.length-1]+Ke.size)}else it._fillcolor&&typeof it._fillcolor=="string"&&(At=[0]);return Ke.size<0&&(vt.reverse(),At.reverse()),{line:vt,fill:At}}(0,P,xe),me=ce.fill,Fe=ce.line,Qe=Math.round(Z*(N==="fraction"?H?ve.w:ve.h:1)),Me=Qe/(H?ve.w:ve.h),Le=Math.round(U*(K==="fraction"?H?ve.h:ve.w:1)),Oe=Le/(H?ve.h:ve.w),ge=le?ve.w:O._fullLayout.width,_e=ue?ve.h:O._fullLayout.height,Ee=Math.round(H?ie*ge+J:Ae*_e+re),Re={center:.5,right:1}[ne]||0,Ne={top:1,middle:.5}[te]||0,ze=H?ie-Re*Me:Ae-Ne*Me,Ye=H?Ae-Ne*Oe:ie-Re*Oe,Je=Math.round(H?_e*(1-Ye):ge*Ye);P._lenFrac=Oe,P._thickFrac=Me,P._uFrac=ze,P._vFrac=Ye;var at=P._axis=function(Ge,it,bt){var gt=Ge._fullLayout,He=it.orientation==="v",Ke={type:"linear",range:bt,tickmode:it.tickmode,nticks:it.nticks,tick0:it.tick0,dtick:it.dtick,tickvals:it.tickvals,ticktext:it.ticktext,ticks:it.ticks,ticklen:it.ticklen,tickwidth:it.tickwidth,tickcolor:it.tickcolor,showticklabels:it.showticklabels,labelalias:it.labelalias,ticklabelposition:it.ticklabelposition,ticklabeloverflow:it.ticklabeloverflow,ticklabelstep:it.ticklabelstep,tickfont:it.tickfont,tickangle:it.tickangle,tickformat:it.tickformat,exponentformat:it.exponentformat,minexponent:it.minexponent,separatethousands:it.separatethousands,showexponent:it.showexponent,showtickprefix:it.showtickprefix,tickprefix:it.tickprefix,showticksuffix:it.showticksuffix,ticksuffix:it.ticksuffix,title:it.title,showline:!0,anchor:"free",side:He?"right":"bottom",position:1},vt=He?"y":"x",At={type:"linear",_id:vt+it._id},wt={letter:vt,font:gt.font,noAutotickangles:vt==="y",noHover:!0,noTickson:!0,noTicklabelmode:!0,noInsideRange:!0,calendar:gt.calendar};function ct(Ct,dt){return o.coerce(Ke,At,m,Ct,dt)}return f(Ke,At,ct,wt,gt),B(Ke,At,ct,wt),At}(O,P,xe);at.position=Me+(H?ie+J/ve.w:Ae+re/ve.h);var yt=["top","bottom"].indexOf(Be)!==-1;if(H&&yt&&(at.title.side=Be,at.titlex=ie+J/ve.w,at.titley=Ye+(Ce.side==="top"?Oe-re/ve.h:re/ve.h)),H||yt||(at.title.side=Be,at.titley=Ae+re/ve.h,at.titlex=Ye+J/ve.w),we.color&&P.tickmode==="auto"){at.tickmode="linear",at.tick0=pe.start;var mt=pe.size,Tt=o.constrain(Le/50,4,15)+1,St=(xe[1]-xe[0])/((P.nticks||Tt)*mt);if(St>1){var Qt=Math.pow(10,Math.floor(Math.log(St)/Math.LN10));mt*=Qt*o.roundUp(St/Qt,[2,5,10]),(Math.abs(pe.start)/pe.size+1e-6)%1<2e-6&&(at.tick0=0)}at.dtick=mt}at.domain=H?[Ye+re/ve.h,Ye+Oe-re/ve.h]:[Ye+J/ve.w,Ye+Oe-J/ve.w],at.setScale(),S.attr("transform",r(Math.round(ve.l),Math.round(ve.t)));var ut,pt=S.select("."+C.cbtitleunshift).attr("transform",r(-Math.round(ve.l),-Math.round(ve.t))),Ot=at.ticklabelposition,Xt=at.title.font.size,Gt=S.select("."+C.cbaxis),jt=0,rt=0;function ot(Ge,it){var bt={propContainer:at,propName:P._propPrefix+"title",traceIndex:P._traceIndex,_meta:P._meta,placeholder:fe._dfltTitle.colorbar,containerGroup:S.select("."+C.cbtitle)},gt=Ge.charAt(0)==="h"?Ge.substr(1):"h"+Ge;S.selectAll("."+gt+",."+gt+"-math-group").remove(),l.draw(O,Ge,a(bt,it||{}))}return o.syncOrAsync([t.previousPromises,function(){var Ge,it;(H&&yt||!H&&!yt)&&(Be==="top"&&(Ge=J+ve.l+ge*ie,it=re+ve.t+_e*(1-Ye-Oe)+3+.75*Xt),Be==="bottom"&&(Ge=J+ve.l+ge*ie,it=re+ve.t+_e*(1-Ye)-3-.25*Xt),Be==="right"&&(it=re+ve.t+_e*Ae+3+.75*Xt,Ge=J+ve.l+ge*Ye),ot(at._id+"title",{attributes:{x:Ge,y:it,"text-anchor":H?"start":"middle"}}))},function(){if(!H&&!yt||H&&yt){var Ge,it=S.select("."+C.cbtitle),bt=it.select("text"),gt=[-G/2,G/2],He=it.select(".h"+at._id+"title-math-group").node(),Ke=15.6;if(bt.node()&&(Ke=parseInt(bt.node().style.fontSize,10)*y),He?(Ge=i.bBox(He),rt=Ge.width,(jt=Ge.height)>Ke&&(gt[1]-=(jt-Ke)/2)):bt.node()&&!bt.classed(C.jsPlaceholder)&&(Ge=i.bBox(bt.node()),rt=Ge.width,jt=Ge.height),H){if(jt){if(jt+=5,Be==="top")at.domain[1]-=jt/ve.h,gt[1]*=-1;else{at.domain[0]+=jt/ve.h;var vt=u.lineCount(bt);gt[1]+=(1-vt)*Ke}it.attr("transform",r(gt[0],gt[1])),at.setScale()}}else rt&&(Be==="right"&&(at.domain[0]+=(rt+Xt/2)/ve.w),it.attr("transform",r(gt[0],gt[1])),at.setScale())}S.selectAll("."+C.cbfills+",."+C.cblines).attr("transform",H?r(0,Math.round(ve.h*(1-at.domain[1]))):r(Math.round(ve.w*at.domain[0]),0)),Gt.attr("transform",H?r(0,Math.round(-ve.t)):r(Math.round(-ve.l),0));var At=S.select("."+C.cbfills).selectAll("rect."+C.cbfill).attr("style","").data(me);At.enter().append("rect").classed(C.cbfill,!0).attr("style",""),At.exit().remove();var wt=xe.map(at.c2p).map(Math.round).sort(function(kt,Mt){return kt-Mt});At.each(function(kt,Mt){var Ht=[Mt===0?xe[0]:(me[Mt]+me[Mt-1])/2,Mt===me.length-1?xe[1]:(me[Mt]+me[Mt+1])/2].map(at.c2p).map(Math.round);H&&(Ht[1]=o.constrain(Ht[1]+(Ht[1]>Ht[0])?1:-1,wt[0],wt[1]));var Vt=c.select(this).attr(H?"x":"y",Ee).attr(H?"y":"x",c.min(Ht)).attr(H?"width":"height",Math.max(Qe,2)).attr(H?"height":"width",Math.max(c.max(Ht)-c.min(Ht),2));if(P._fillgradient)i.gradient(Vt,O,P._id,H?"vertical":"horizontalreversed",P._fillgradient,"fill");else{var qt=Ie(kt).replace("e-","");Vt.attr("fill",h(qt).toHexString())}});var ct=S.select("."+C.cblines).selectAll("path."+C.cbline).data(we.color&&we.width?Fe:[]);ct.enter().append("path").classed(C.cbline,!0),ct.exit().remove(),ct.each(function(kt){var Mt=Ee,Ht=Math.round(at.c2p(kt))+we.width/2%1;c.select(this).attr("d","M"+(H?Mt+","+Ht:Ht+","+Mt)+(H?"h":"v")+Qe).call(i.lineGroupStyle,we.width,Te(kt),we.dash)}),Gt.selectAll("g."+at._id+"tick,path").remove();var Ct=Ee+Qe+(G||0)/2-(P.ticks==="outside"?1:0),dt=d.calcTicks(at),Pt=d.getTickSigns(at)[2];return d.drawTicks(O,at,{vals:at.ticks==="inside"?d.clipEnds(at,dt):dt,layer:Gt,path:d.makeTickPath(at,Ct,Pt),transFn:d.makeTransTickFn(at)}),d.drawLabels(O,at,{vals:dt,layer:Gt,transFn:d.makeTransTickLabelFn(at),labelFns:d.makeLabelFns(at,Ct)})},function(){if(H&&!yt||!H&&yt){var Ge,it,bt=at.position||0,gt=at._offset+at._length/2;if(Be==="right")it=gt,Ge=ve.l+ge*bt+10+Xt*(at.showticklabels?1:.5);else if(Ge=gt,Be==="bottom"&&(it=ve.t+_e*bt+10+(Ot.indexOf("inside")===-1?at.tickfont.size:0)+(at.ticks!=="intside"&&P.ticklen||0)),Be==="top"){var He=Ce.text.split("<br>").length;it=ve.t+_e*bt+10-Qe-y*Xt*He}ot((H?"h":"v")+at._id+"title",{avoid:{selection:c.select(O).selectAll("g."+at._id+"tick"),side:Be,offsetTop:H?0:ve.t,offsetLeft:H?ve.l:0,maxShift:H?fe.width:fe.height},attributes:{x:Ge,y:it,"text-anchor":"middle"},transform:{rotate:H?-90:0,offset:0}})}},t.previousPromises,function(){var Ge,it=Qe+G/2;Ot.indexOf("inside")===-1&&(Ge=i.bBox(Gt.node()),it+=H?Ge.width:Ge.height),ut=pt.select("text");var bt=0,gt=H&&Be==="top",He=!H&&Be==="right",Ke=0;if(ut.node()&&!ut.classed(C.jsPlaceholder)){var vt,At=pt.select(".h"+at._id+"title-math-group").node();At&&(H&&yt||!H&&!yt)?(bt=(Ge=i.bBox(At)).width,vt=Ge.height):(bt=(Ge=i.bBox(pt.node())).right-ve.l-(H?Ee:Je),vt=Ge.bottom-ve.t-(H?Je:Ee),H||Be!=="top"||(it+=Ge.height,Ke=Ge.height)),He&&(ut.attr("transform",r(bt/2+Xt/2,0)),bt*=2),it=Math.max(it,H?bt:vt)}var wt=2*(H?J:re)+it+X+G/2,ct=0;!H&&Ce.text&&te==="bottom"&&Ae<=0&&(wt+=ct=wt/2,Ke+=ct),fe._hColorbarMoveTitle=ct,fe._hColorbarMoveCBTitle=Ke;var Ct=X+G,dt=(H?Ee:Je)-Ct/2-(H?J:0),Pt=(H?Je:Ee)-(H?Le:re+Ke-ct);S.select("."+C.cbbg).attr("x",dt).attr("y",Pt).attr(H?"width":"height",Math.max(wt-ct,2)).attr(H?"height":"width",Math.max(Le+Ct,2)).call(A.fill,oe).call(A.stroke,P.bordercolor).style("stroke-width",X);var kt=He?Math.max(bt-10,0):0;S.selectAll("."+C.cboutline).attr("x",(H?Ee:Je+J)+kt).attr("y",(H?Je+re-Le:Ee)+(gt?jt:0)).attr(H?"width":"height",Math.max(Qe,2)).attr(H?"height":"width",Math.max(Le-(H?2*re+jt:2*J+kt),2)).call(A.stroke,P.outlinecolor).style({fill:"none","stroke-width":G});var Mt=H?Re*wt:0,Ht=H?0:(1-Ne)*wt-Ke;if(Mt=le?ve.l-Mt:-Mt,Ht=ue?ve.t-Ht:-Ht,S.attr("transform",r(Mt,Ht)),!H&&(X||h(oe).getAlpha()&&!h.equals(fe.paper_bgcolor,oe))){var Vt=Gt.selectAll("text"),qt=Vt[0].length,Ar=S.select("."+C.cbbg).node(),Br=i.bBox(Ar),ir=i.getTranslate(S);Vt.each(function(jr,Jr){var 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xe=h.ensureSingleById(c.select("body"),"svg","js-plotly-tester",function(Ie){Ie.attr(i.svgAttrs).style({position:"absolute",left:"-10000px",top:"-10000px",width:"9000px",height:"9000px","z-index":"1"})}),Te=h.ensureSingle(xe,"path","js-reference-point",function(Ie){Ie.attr("d","M0,0H1V1H0Z").style({"stroke-width":0,fill:"black"})});B.tester=xe,B.testref=Te},B.savedBBoxes={};var G=0;function X(xe){var Te=xe.getAttribute("data-unformatted");if(Te!==null)return Te+xe.getAttribute("data-math")+xe.getAttribute("text-anchor")+xe.getAttribute("style")}function oe(xe,Te){if(!xe)return null;var Ie=Te._context,pe=Ie._exportedPlot?"":Ie._baseUrl||"";return pe?"url('"+pe+"#"+xe+"')":"url(#"+xe+")"}B.bBox=function(xe,Te,Ie){var pe,ce,me;if(Ie||(Ie=X(xe)),Ie){if(pe=B.savedBBoxes[Ie])return h.extendFlat({},pe)}else if(xe.childNodes.length===1){var Fe=xe.childNodes[0];if(Ie=X(Fe)){var Qe=+Fe.getAttribute("x")||0,Me=+Fe.getAttribute("y")||0,Le=Fe.getAttribute("transform");if(!Le){var 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pe=xe.attr?"attr":"getAttribute",ce=xe.attr?"attr":"setAttribute",me=xe[pe]("transform")||"";return Te=Te||0,Ie=Ie||0,me=me.replace(/(\btranslate\(.*?\);?)/,"").trim(),me=(me+=a(Te,Ie)).trim(),xe[ce]("transform",me),me},B.getScale=function(xe){var Te=(xe[xe.attr?"attr":"getAttribute"]("transform")||"").replace(/.*\bscale\((\d*\.?\d*)[^\d]*(\d*\.?\d*)[^\d].*/,function(Ie,pe,ce){return[pe,ce].join(" ")}).split(" ");return{x:+Te[0]||1,y:+Te[1]||1}},B.setScale=function(xe,Te,Ie){var pe=xe.attr?"attr":"getAttribute",ce=xe.attr?"attr":"setAttribute",me=xe[pe]("transform")||"";return Te=Te||1,Ie=Ie||1,me=me.replace(/(\bscale\(.*?\);?)/,"").trim(),me=(me+="scale("+Te+","+Ie+")").trim(),xe[ce]("transform",me),me};var ne=/\s*sc.*/;B.setPointGroupScale=function(xe,Te,Ie){if(Te=Te||1,Ie=Ie||1,xe){var pe=Te===1&&Ie===1?"":"scale("+Te+","+Ie+")";xe.each(function(){var ce=(this.getAttribute("transform")||"").replace(ne,"");ce=(ce+=pe).trim(),this.setAttribute("transform",ce)})}};var te=/translate\([^)]*\)\s*$/;function J(xe,Te){var Ie;return xe&&(Ie=xe.mf),Ie===void 0&&(Ie=Te.marker&&Te.marker.standoff||0),Te._geo||Te._xA?Ie:-Ie}B.setTextPointsScale=function(xe,Te,Ie){xe&&xe.each(function(){var pe,ce=c.select(this),me=ce.select("text");if(me.node()){var Fe=parseFloat(me.attr("x")||0),Qe=parseFloat(me.attr("y")||0),Me=(ce.attr("transform")||"").match(te);pe=Te===1&&Ie===1?[]:[a(Fe,Qe),"scale("+Te+","+Ie+")",a(-Fe,-Qe)],Me&&pe.push(Me),ce.attr("transform",pe.join(""))}})},B.getMarkerStandoff=J;var re,ie,Ae,ue,le,fe,ve=Math.atan2,ye=Math.cos,we=Math.sin;function Ce(xe,Te){var Ie=Te[0],pe=Te[1];return[Ie*ye(xe)-pe*we(xe),Ie*we(xe)+pe*ye(xe)]}function Be(xe,Te){var Ie,pe,ce=xe.ma;ce===void 0&&((ce=Te.marker.angle)&&!h.isArrayOrTypedArray(ce)||(ce=0));var me=Te.marker.angleref;if(me==="previous"||me==="north"){if(Te._geo){var Fe=Te._geo.project(xe.lonlat);Ie=Fe[0],pe=Fe[1]}else{var Qe=Te._xA,Me=Te._yA;if(!Qe||!Me)return 90;Ie=Qe.c2p(xe.x),pe=Me.c2p(xe.y)}if(Te._geo){var Le,Oe=xe.lonlat[0],ge=xe.lonlat[1],_e=Te._geo.project([Oe,ge+1e-5]),Ee=Te._geo.project([Oe+1e-5,ge]),Re=ve(Ee[1]-pe,Ee[0]-Ie),Ne=ve(_e[1]-pe,_e[0]-Ie);if(me==="north")Le=ce/180*Math.PI;else if(me==="previous"){var ze=Oe/180*Math.PI,Ye=ge/180*Math.PI,Je=re/180*Math.PI,at=ie/180*Math.PI,yt=Je-ze,mt=ye(at)*we(yt),Tt=we(at)*ye(Ye)-ye(at)*we(Ye)*ye(yt);Le=-ve(mt,Tt)-Math.PI,re=Oe,ie=ge}var St=Ce(Re,[ye(Le),0]),Qt=Ce(Ne,[we(Le),0]);ce=ve(St[1]+Qt[1],St[0]+Qt[0])/Math.PI*180,me!=="previous"||fe===Te.uid&&xe.i===le+1||(ce=null)}if(me==="previous"&&!Te._geo)if(fe===Te.uid&&xe.i===le+1&&b(Ie)&&b(pe)){var ut=Ie-Ae,pt=pe-ue,Ot=Te.line&&Te.line.shape||"",Xt=Ot.slice(Ot.length-1);Xt==="h"&&(pt=0),Xt==="v"&&(ut=0),ce+=ve(pt,ut)/Math.PI*180+90}else ce=null}return Ae=Ie,ue=pe,le=xe.i,fe=Te.uid,ce}B.getMarkerAngle=Be},71984:function(Q,_,e){var c,h,t,b,d=e(21984),s=e(33428).round,o="M0,0Z",r=Math.sqrt(2),a=Math.sqrt(3),n=Math.PI,i=Math.cos,A=Math.sin;function l(g){return g===null}function 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E=B.width;p="M"+(C.x-E)+","+C.yh+"h"+2*E+"m-"+E+",0V"+C.ys,C.noYS||(p+="m-"+E+",0h"+2*E),I.size()?i&&(I=I.transition().duration(r.duration).ease(r.easing)):I=w.append("path").style("vector-effect",A?"none":"non-scaling-stroke").classed("yerror",!0),I.attr("d",p)}else I.remove();var M=w.select("path.xerror");if(f.visible&&h(C.y)&&h(C.xh)&&h(C.xs)){var L=(f.copy_ystyle?B:f).width;p="M"+C.xh+","+(C.y-L)+"v"+2*L+"m0,-"+L+"H"+C.xs,C.noXS||(p+="m0,-"+L+"v"+2*L),M.size()?i&&(M=M.transition().duration(r.duration).ease(r.easing)):M=w.append("path").style("vector-effect",A?"none":"non-scaling-stroke").classed("xerror",!0),M.attr("d",p)}else M.remove()}})}})}},92036:function(Q,_,e){var c=e(33428),h=e(76308);Q.exports=function(t){t.each(function(b){var d=b[0].trace,s=d.error_y||{},o=d.error_x||{},r=c.select(this);r.selectAll("path.yerror").style("stroke-width",s.thickness+"px").call(h.stroke,s.color),o.copy_ystyle&&(o=s),r.selectAll("path.xerror").style("stroke-width",o.thickness+"px").call(h.stroke,o.color)})}},55756:function(Q,_,e){var c=e(25376),h=e(65460).hoverlabel,t=e(92880).extendFlat;Q.exports={hoverlabel:{bgcolor:t({},h.bgcolor,{arrayOk:!0}),bordercolor:t({},h.bordercolor,{arrayOk:!0}),font:c({arrayOk:!0,editType:"none"}),align:t({},h.align,{arrayOk:!0}),namelength:t({},h.namelength,{arrayOk:!0}),editType:"none"}}},55056:function(Q,_,e){var c=e(3400),h=e(24040);function t(b,d,s,o){o=o||c.identity,Array.isArray(b)&&(d[0][s]=o(b))}Q.exports=function(b){var d=b.calcdata,s=b._fullLayout;function o(A){return function(l){return c.coerceHoverinfo({hoverinfo:l},{_module:A._module},s)}}for(var r=0;r<d.length;r++){var a=d[r],n=a[0].trace;if(!h.traceIs(n,"pie-like")){var i=h.traceIs(n,"2dMap")?t:c.fillArray;i(n.hoverinfo,a,"hi",o(n)),n.hovertemplate&&i(n.hovertemplate,a,"ht"),n.hoverlabel&&(i(n.hoverlabel.bgcolor,a,"hbg"),i(n.hoverlabel.bordercolor,a,"hbc"),i(n.hoverlabel.font.size,a,"hts"),i(n.hoverlabel.font.color,a,"htc"),i(n.hoverlabel.font.family,a,"htf"),i(n.hoverlabel.namelength,a,"hnl"),i(n.hoverlabel.align,a,"hta"))}}}},62376:function(Q,_,e){var c=e(24040),h=e(83292).hover;Q.exports=function(t,b,d){var s=c.getComponentMethod("annotations","onClick")(t,t._hoverdata);function o(){t.emit("plotly_click",{points:t._hoverdata,event:b})}d!==void 0&&h(t,b,d,!0),t._hoverdata&&b&&b.target&&(s&&s.then?s.then(o):o(),b.stopImmediatePropagation&&b.stopImmediatePropagation())}},92456:function(Q){Q.exports={YANGLE:60,HOVERARROWSIZE:6,HOVERTEXTPAD:3,HOVERFONTSIZE:13,HOVERFONT:"Arial, sans-serif",HOVERMINTIME:50,HOVERID:"-hover"}},95448:function(Q,_,e){var c=e(3400),h=e(55756),t=e(16132);Q.exports=function(b,d,s,o){var r=c.extendFlat({},o.hoverlabel);d.hovertemplate&&(r.namelength=-1),t(b,d,function(a,n){return c.coerce(b,d,h,a,n)},r)}},10624:function(Q,_,e){var c=e(3400);_.getSubplot=function(o){return o.subplot||o.xaxis+o.yaxis||o.geo},_.isTraceInSubplots=function(o,r){if(o.type==="splom"){for(var a=o.xaxes||[],n=o.yaxes||[],i=0;i<a.length;i++)for(var A=0;A<n.length;A++)if(r.indexOf(a[i]+n[A])!==-1)return!0;return!1}return r.indexOf(_.getSubplot(o))!==-1},_.flat=function(o,r){for(var a=new Array(o.length),n=0;n<o.length;n++)a[n]=r;return a},_.p2c=function(o,r){for(var a=new Array(o.length),n=0;n<o.length;n++)a[n]=o[n].p2c(r);return a},_.getDistanceFunction=function(o,r,a,n){return o==="closest"?n||_.quadrature(r,a):o.charAt(0)==="x"?r:a},_.getClosest=function(o,r,a){if(a.index!==!1)a.index>=0&&a.index<o.length?a.distance=0:a.index=!1;else for(var n=0;n<o.length;n++){var i=r(o[n]);i<=a.distance&&(a.index=n,a.distance=i)}return a},_.inbox=function(o,r,a){return o*r<0||o===0?a:1/0},_.quadrature=function(o,r){return function(a){var n=o(a),i=r(a);return Math.sqrt(n*n+i*i)}},_.makeEventData=function(o,r,a){var n="index"in o?o.index:o.pointNumber,i={data:r._input,fullData:r,curveNumber:r.index,pointNumber:n};if(r._indexToPoints){var A=r._indexToPoints[n];A.length===1?i.pointIndex=A[0]:i.pointIndices=A}else i.pointIndex=n;return r._module.eventData?i=r._module.eventData(i,o,r,a,n):("xVal"in o?i.x=o.xVal:"x"in o&&(i.x=o.x),"yVal"in o?i.y=o.yVal:"y"in o&&(i.y=o.y),o.xa&&(i.xaxis=o.xa),o.ya&&(i.yaxis=o.ya),o.zLabelVal!==void 0&&(i.z=o.zLabelVal)),_.appendArrayPointValue(i,r,n),i},_.appendArrayPointValue=function(o,r,a){var n=r._arrayAttrs;if(n)for(var i=0;i<n.length;i++){var A=n[i],l=t(A);if(o[l]===void 0){var u=b(c.nestedProperty(r,A).get(),a);u!==void 0&&(o[l]=u)}}},_.appendArrayMultiPointValues=function(o,r,a){var n=r._arrayAttrs;if(n)for(var i=0;i<n.length;i++){var A=n[i],l=t(A);if(o[l]===void 0){for(var u=c.nestedProperty(r,A).get(),g=new 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L(J){return[J.trace.index,J.index,J.x0,J.y0,J.name,J.attr,J.xa?J.xa._id:"",J.ya?J.ya._id:""].join(",")}_.hover=function(J,re,ie,Ae){J=b.getGraphDiv(J);var ue=re.target;b.throttle(J._fullLayout._uid+f.HOVERID,f.HOVERMINTIME,function(){(function(le,fe,ve,ye,we){ve||(ve="xy");var Ce=Array.isArray(ve)?ve:[ve],Be=le._fullLayout,xe=Be._plots||[],Te=xe[ve],Ie=Be._has("cartesian");if(Te){var pe=Te.overlays.map(function(or){return or.id});Ce=Ce.concat(pe)}for(var ce=Ce.length,me=new Array(ce),Fe=new Array(ce),Qe=!1,Me=0;Me<ce;Me++){var Le=Ce[Me];if(xe[Le])Qe=!0,me[Me]=xe[Le].xaxis,Fe[Me]=xe[Le].yaxis;else{if(!Be[Le]||!Be[Le]._subplot)return void b.warn("Unrecognized subplot: "+Le);var Oe=Be[Le]._subplot;me[Me]=Oe.xaxis,Fe[Me]=Oe.yaxis}}var ge=fe.hovermode||Be.hovermode;if(ge&&!Qe&&(ge="closest"),["x","y","closest","x unified","y unified"].indexOf(ge)===-1||!le.calcdata||le.querySelector(".zoombox")||le._dragging)return A.unhoverRaw(le,fe);var _e=Be.hoverdistance;_e===-1&&(_e=1/0);var Ee=Be.spikedistance;Ee===-1&&(Ee=1/0);var Re,Ne,ze,Ye,Je,at,yt,mt,Tt,St,Qt,ut,pt,Ot=[],Xt=[],Gt={hLinePoint:null,vLinePoint:null},jt=!1;if(Array.isArray(fe))for(ge="array",ze=0;ze<fe.length;ze++)(Je=le.calcdata[fe[ze].curveNumber||0])&&(at=Je[0].trace,Je[0].trace.hoverinfo!=="skip"&&(Xt.push(Je),at.orientation==="h"&&(jt=!0)));else{for(Ye=0;Ye<le.calcdata.length;Ye++)Je=le.calcdata[Ye],(at=Je[0].trace).hoverinfo!=="skip"&&g.isTraceInSubplots(at,Ce)&&(Xt.push(Je),at.orientation==="h"&&(jt=!0));var rt,ot;if(we){if(o.triggerHandler(le,"plotly_beforehover",fe)===!1)return;var Ge=we.getBoundingClientRect();rt=fe.clientX-Ge.left,ot=fe.clientY-Ge.top,Be._calcInverseTransform(le);var it=b.apply3DTransform(Be._invTransform)(rt,ot);if(rt=it[0],ot=it[1],rt<0||rt>me[0]._length||ot<0||ot>Fe[0]._length)return A.unhoverRaw(le,fe)}else rt="xpx"in fe?fe.xpx:me[0]._length/2,ot="ypx"in fe?fe.ypx:Fe[0]._length/2;if(fe.pointerX=rt+me[0]._offset,fe.pointerY=ot+Fe[0]._offset,Re="xval"in fe?g.flat(Ce,fe.xval):g.p2c(me,rt),Ne="yval"in fe?g.flat(Ce,fe.yval):g.p2c(Fe,ot),!h(Re[0])||!h(Ne[0]))return b.warn("Fx.hover failed",fe,le),A.unhoverRaw(le,fe)}var bt=1/0;function gt(or,wr){for(Ye=0;Ye<Xt.length;Ye++)if((Je=Xt[Ye])&&Je[0]&&Je[0].trace&&(at=Je[0].trace).visible===!0&&at._length!==0&&["carpet","contourcarpet"].indexOf(at._module.name)===-1){if(at.type==="splom"?yt=Ce[mt=0]:(yt=g.getSubplot(at),mt=Ce.indexOf(yt)),Tt=ge,g.isUnifiedHover(Tt)&&(Tt=Tt.charAt(0)),ut={cd:Je,trace:at,xa:me[mt],ya:Fe[mt],maxHoverDistance:_e,maxSpikeDistance:Ee,index:!1,distance:Math.min(bt,_e),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:i.defaultLine,name:at.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},Be[yt]&&(ut.subplot=Be[yt]._subplot),Be._splomScenes&&Be._splomScenes[at.uid]&&(ut.scene=Be._splomScenes[at.uid]),pt=Ot.length,Tt==="array"){var Hr=fe[Ye];"pointNumber"in Hr?(ut.index=Hr.pointNumber,Tt="closest"):(Tt="","xval"in Hr&&(St=Hr.xval,Tt="x"),"yval"in Hr&&(Qt=Hr.yval,Tt=Tt?"closest":"y"))}else or!==void 0&&wr!==void 0?(St=or,Qt=wr):(St=Re[mt],Qt=Ne[mt]);if(_e!==0)if(at._module&&at._module.hoverPoints){var Or=at._module.hoverPoints(ut,St,Qt,Tt,{finiteRange:!0,hoverLayer:Be._hoverlayer});if(Or)for(var en,mn=0;mn<Or.length;mn++)en=Or[mn],h(en.x0)&&h(en.y0)&&Ot.push(K(en,ge))}else b.log("Unrecognized trace type in hover:",at);if(ge==="closest"&&Ot.length>pt&&(Ot.splice(0,pt),bt=Ot[0].distance),Ie&&Ee!==0&&Ot.length===0){ut.distance=Ee,ut.index=!1;var on=at._module.hoverPoints(ut,St,Qt,"closest",{hoverLayer:Be._hoverlayer});if(on&&(on=on.filter(function(lr){return lr.spikeDistance<=Ee})),on&&on.length){var cn,kn=on.filter(function(lr){return lr.xa.showspikes&&lr.xa.spikesnap!=="hovered data"});if(kn.length){var $t=kn[0];h($t.x0)&&h($t.y0)&&(cn=Ke($t),(!Gt.vLinePoint||Gt.vLinePoint.spikeDistance>cn.spikeDistance)&&(Gt.vLinePoint=cn))}var Dr=on.filter(function(lr){return lr.ya.showspikes&&lr.ya.spikesnap!=="hovered data"});if(Dr.length){var Kt=Dr[0];h(Kt.x0)&&h(Kt.y0)&&(cn=Ke(Kt),(!Gt.hLinePoint||Gt.hLinePoint.spikeDistance>cn.spikeDistance)&&(Gt.hLinePoint=cn))}}}}}function He(or,wr,Hr){for(var Or,en=null,mn=1/0,on=0;on<or.length;on++)Or=or[on].spikeDistance,Hr&&on===0&&(Or=-1/0),Or<=mn&&Or<=wr&&(en=or[on],mn=Or);return en}function Ke(or){return or?{xa:or.xa,ya:or.ya,x:or.xSpike!==void 0?or.xSpike:(or.x0+or.x1)/2,y:or.ySpike!==void 0?or.ySpike:(or.y0+or.y1)/2,distance:or.distance,spikeDistance:or.spikeDistance,curveNumber:or.trace.index,color:or.color,pointNumber:or.index}:null}gt();var vt={fullLayout:Be,container:Be._hoverlayer,event:fe},At=le._spikepoints,wt={vLinePoint:Gt.vLinePoint,hLinePoint:Gt.hLinePoint};le._spikepoints=wt;var ct=function(){Ot.sort(function(or,wr){return or.distance-wr.distance}),Ot=function(or,wr){for(var Hr=wr.charAt(0),Or=[],en=[],mn=[],on=0;on<or.length;on++){var cn=or[on];u.traceIs(cn.trace,"bar-like")||u.traceIs(cn.trace,"box-violin")?mn.push(cn):cn.trace[Hr+"period"]?en.push(cn):Or.push(cn)}return Or.concat(en).concat(mn)}(Ot,ge)};ct();var Ct=ge.charAt(0),dt=(Ct==="x"||Ct==="y")&&Ot[0]&&M[Ot[0].trace.type];if(Ie&&Ee!==0&&Ot.length!==0){var Pt=He(Ot.filter(function(or){return or.ya.showspikes}),Ee,dt);Gt.hLinePoint=Ke(Pt);var kt=He(Ot.filter(function(or){return or.xa.showspikes}),Ee,dt);Gt.vLinePoint=Ke(kt)}if(Ot.length===0){var Mt=A.unhoverRaw(le,fe);return!Ie||Gt.hLinePoint===null&&Gt.vLinePoint===null||N(At)&&Z(le,Gt,vt),Mt}if(Ie&&N(At)&&Z(le,Gt,vt),g.isXYhover(Tt)&&Ot[0].length!==0&&Ot[0].trace.type!=="splom"){var Ht=Ot[0],Vt=(Ot=E[Ht.trace.type]?Ot.filter(function(or){return or.trace.index===Ht.trace.index}):[Ht]).length;gt(X("x",Ht,Be),X("y",Ht,Be));var qt,Ar=[],Br={},ir=0,rr=function(or){var wr=E[or.trace.type]?L(or):or.trace.index;if(Br[wr]){var Hr=Br[wr]-1,Or=Ar[Hr];Hr>0&&Math.abs(or.distance)<Math.abs(Or.distance)&&(Ar[Hr]=or)}else ir++,Br[wr]=ir,Ar.push(or)};for(qt=0;qt<Vt;qt++)rr(Ot[qt]);for(qt=Ot.length-1;qt>Vt-1;qt--)rr(Ot[qt]);Ot=Ar,ct()}var mr=le._hoverdata,Xr=[],Kr=oe(le),Sr=ne(le);for(ze=0;ze<Ot.length;ze++){var pr=Ot[ze],Cr=g.makeEventData(pr,pr.trace,pr.cd);if(pr.hovertemplate!==!1){var br=!1;pr.cd[pr.index]&&pr.cd[pr.index].ht&&(br=pr.cd[pr.index].ht),pr.hovertemplate=br||pr.trace.hovertemplate||!1}if(pr.xa&&pr.ya){var Mr=pr.x0+pr.xa._offset,jr=pr.x1+pr.xa._offset,Jr=pr.y0+pr.ya._offset,nn=pr.y1+pr.ya._offset,tn=Math.min(Mr,jr),rn=Math.max(Mr,jr),dn=Math.min(Jr,nn),sn=Math.max(Jr,nn);Cr.bbox={x0:tn+Sr,x1:rn+Sr,y0:dn+Kr,y1:sn+Kr}}pr.eventData=[Cr],Xr.push(Cr)}le._hoverdata=Xr;var En=ge==="y"&&(Xt.length>1||Ot.length>1)||ge==="closest"&&jt&&Ot.length>1,On=i.combine(Be.plot_bgcolor||i.background,Be.paper_bgcolor),Un=P(Ot,{gd:le,hovermode:ge,rotateLabels:En,bgColor:On,container:Be._hoverlayer,outerContainer:Be._paper.node(),commonLabelOpts:Be.hoverlabel,hoverdistance:Be.hoverdistance}),Cn=Un.hoverLabels;if(g.isUnifiedHover(ge)||(function(or,wr,Hr,Or){var en,mn,on,cn,kn,$t,Dr,Kt=wr?"xa":"ya",lr=wr?"ya":"xa",yr=0,Rr=1,zr=or.size(),Gr=new Array(zr),Qr=0,gr=Or.minX,vr=Or.maxX,Ir=Or.minY,kr=Or.maxY,Yr=function(Sn){return Sn*Hr._invScaleX},An=function(Sn){return Sn*Hr._invScaleY};function fn(Sn){var Gn=Sn[0],Fn=Sn[Sn.length-1];if(mn=Gn.pmin-Gn.pos-Gn.dp+Gn.size,on=Fn.pos+Fn.dp+Fn.size-Gn.pmax,mn>.01){for(kn=Sn.length-1;kn>=0;kn--)Sn[kn].dp+=mn;en=!1}if(!(on<.01)){if(mn<-.01){for(kn=Sn.length-1;kn>=0;kn--)Sn[kn].dp-=on;en=!1}if(en){var 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c=e(33816),h=e(31780).templatedArray;e(36208),Q.exports=h("image",{visible:{valType:"boolean",dflt:!0,editType:"arraydraw"},source:{valType:"string",editType:"arraydraw"},layer:{valType:"enumerated",values:["below","above"],dflt:"above",editType:"arraydraw"},sizex:{valType:"number",dflt:0,editType:"arraydraw"},sizey:{valType:"number",dflt:0,editType:"arraydraw"},sizing:{valType:"enumerated",values:["fill","contain","stretch"],dflt:"contain",editType:"arraydraw"},opacity:{valType:"number",min:0,max:1,dflt:1,editType:"arraydraw"},x:{valType:"any",dflt:0,editType:"arraydraw"},y:{valType:"any",dflt:0,editType:"arraydraw"},xanchor:{valType:"enumerated",values:["left","center","right"],dflt:"left",editType:"arraydraw"},yanchor:{valType:"enumerated",values:["top","middle","bottom"],dflt:"top",editType:"arraydraw"},xref:{valType:"enumerated",values:["paper",c.idRegex.x.toString()],dflt:"paper",editType:"arraydraw"},yref:{valType:"enumerated",values:["paper",c.idRegex.y.toString()],dflt:"paper",editType:"arraydraw"},editType:"arraydraw"})},63556:function(Q,_,e){var c=e(38248),h=e(36896);Q.exports=function(t,b,d,s){b=b||{};var o=d==="log"&&b.type==="linear",r=d==="linear"&&b.type==="log";if(o||r){for(var a,n,i=t._fullLayout.images,A=b._id.charAt(0),l=0;l<i.length;l++)if(n="images["+l+"].",(a=i[l])[A+"ref"]===b._id){var u=a[A],g=a["size"+A],f=null,B=null;if(o){f=h(u,b.range);var m=g/Math.pow(10,f)/2;B=2*Math.log(m+Math.sqrt(1+m*m))/Math.LN10}else B=(f=Math.pow(10,u))*(Math.pow(10,g/2)-Math.pow(10,-g/2));c(f)?c(B)||(B=null):(f=null,B=null),s(n+A,f),s(n+"size"+A,B)}}}},25024:function(Q,_,e){var c=e(3400),h=e(54460),t=e(51272),b=e(65760);function d(s,o,r){function a(f,B){return c.coerce(s,o,b,f,B)}var n=a("source");if(!a("visible",!!n))return o;a("layer"),a("xanchor"),a("yanchor"),a("sizex"),a("sizey"),a("sizing"),a("opacity");for(var i={_fullLayout:r},A=["x","y"],l=0;l<2;l++){var u=A[l],g=h.coerceRef(s,o,i,u,"paper",void 0);g!=="paper"&&h.getFromId(i,g)._imgIndices.push(o._index),h.coercePosition(o,i,a,g,u,0)}return o}Q.exports=function(s,o){t(s,o,{name:"images",handleItemDefaults:d})}},60963:function(Q,_,e){var c=e(33428),h=e(43616),t=e(54460),b=e(79811),d=e(9616);Q.exports=function(s){var o,r,a=s._fullLayout,n=[],i={},A=[];for(r=0;r<a.images.length;r++){var l=a.images[r];if(l.visible)if(l.layer==="below"&&l.xref!=="paper"&&l.yref!=="paper"){o=b.ref2id(l.xref)+b.ref2id(l.yref);var u=a._plots[o];if(!u){A.push(l);continue}u.mainplot&&(o=u.mainplot.id),i[o]||(i[o]=[]),i[o].push(l)}else l.layer==="above"?n.push(l):A.push(l)}var g={left:{sizing:"xMin",offset:0},center:{sizing:"xMid",offset:-.5},right:{sizing:"xMax",offset:-1}},f={top:{sizing:"YMin",offset:0},middle:{sizing:"YMid",offset:-.5},bottom:{sizing:"YMax",offset:-1}};function B(p){var I=c.select(this);if(this._imgSrc!==p.source)if(I.attr("xmlns",d.svg),p.source&&p.source.slice(0,5)==="data:")I.attr("xlink:href",p.source),this._imgSrc=p.source;else{var E=new Promise((function(M){var L=new Image;function S(){I.remove(),M()}this.img=L,L.setAttribute("crossOrigin","anonymous"),L.onerror=S,L.onload=function(){var P=document.createElement("canvas");P.width=this.width,P.height=this.height,P.getContext("2d",{willReadFrequently:!0}).drawImage(this,0,0);var O=P.toDataURL("image/png");I.attr("xlink:href",O),M()},I.on("error",S),L.src=p.source,this._imgSrc=p.source}).bind(this));s._promises.push(E)}}function m(p){var I,E,M=c.select(this),L=t.getFromId(s,p.xref),S=t.getFromId(s,p.yref),P=t.getRefType(p.xref)==="domain",O=t.getRefType(p.yref)==="domain",H=a._size;I=L!==void 0?typeof p.xref=="string"&&P?L._length*p.sizex:Math.abs(L.l2p(p.sizex)-L.l2p(0)):p.sizex*H.w,E=S!==void 0?typeof p.yref=="string"&&O?S._length*p.sizey:Math.abs(S.l2p(p.sizey)-S.l2p(0)):p.sizey*H.h;var U,K,Z=I*g[p.xanchor].offset,N=E*f[p.yanchor].offset,G=g[p.xanchor].sizing+f[p.yanchor].sizing;switch(U=L!==void 0?typeof p.xref=="string"&&P?L._length*p.x+L._offset:L.r2p(p.x)+L._offset:p.x*H.w+H.l,U+=Z,K=S!==void 0?typeof p.yref=="string"&&O?S._length*(1-p.y)+S._offset:S.r2p(p.y)+S._offset:H.h-p.y*H.h+H.t,K+=N,p.sizing){case"fill":G+=" slice";break;case"stretch":G="none"}M.attr({x:U,y:K,width:I,height:E,preserveAspectRatio:G,opacity:p.opacity});var X=(L&&t.getRefType(p.xref)!=="domain"?L._id:"")+(S&&t.getRefType(p.yref)!=="domain"?S._id:"");h.setClipUrl(M,X?"clip"+a._uid+X:null,s)}var v=a._imageLowerLayer.selectAll("image").data(A),y=a._imageUpperLayer.selectAll("image").data(n);v.enter().append("image"),y.enter().append("image"),v.exit().remove(),y.exit().remove(),v.each(function(p){B.bind(this)(p),m.bind(this)(p)}),y.each(function(p){B.bind(this)(p),m.bind(this)(p)});var x=Object.keys(a._plots);for(r=0;r<x.length;r++){o=x[r];var w=a._plots[o];if(w.imagelayer){var C=w.imagelayer.selectAll("image").data(i[o]||[]);C.enter().append("image"),C.exit().remove(),C.each(function(p){B.bind(this)(p),m.bind(this)(p)})}}}},7402:function(Q,_,e){Q.exports={moduleType:"component",name:"images",layoutAttributes:e(65760),supplyLayoutDefaults:e(25024),includeBasePlot:e(36632)("images"),draw:e(60963),convertCoords:e(63556)}},3800:function(Q,_,e){var c=e(25376),h=e(22548);Q.exports={_isSubplotObj:!0,visible:{valType:"boolean",dflt:!0,editType:"legend"},bgcolor:{valType:"color",editType:"legend"},bordercolor:{valType:"color",dflt:h.defaultLine,editType:"legend"},borderwidth:{valType:"number",min:0,dflt:0,editType:"legend"},font:c({editType:"legend"}),grouptitlefont:c({editType:"legend"}),orientation:{valType:"enumerated",values:["v","h"],dflt:"v",editType:"legend"},traceorder:{valType:"flaglist",flags:["reversed","grouped"],extras:["normal"],editType:"legend"},tracegroupgap:{valType:"number",min:0,dflt:10,editType:"legend"},entrywidth:{valType:"number",min:0,editType:"legend"},entrywidthmode:{valType:"enumerated",values:["fraction","pixels"],dflt:"pixels",editType:"legend"},indentation:{valType:"number",min:-15,dflt:0,editType:"legend"},itemsizing:{valType:"enumerated",values:["trace","constant"],dflt:"trace",editType:"legend"},itemwidth:{valType:"number",min:30,dflt:30,editType:"legend"},itemclick:{valType:"enumerated",values:["toggle","toggleothers",!1],dflt:"toggle",editType:"legend"},itemdoubleclick:{valType:"enumerated",values:["toggle","toggleothers",!1],dflt:"toggleothers",editType:"legend"},groupclick:{valType:"enumerated",values:["toggleitem","togglegroup"],dflt:"togglegroup",editType:"legend"},x:{valType:"number",editType:"legend"},xref:{valType:"enumerated",dflt:"paper",values:["container","paper"],editType:"layoutstyle"},xanchor:{valType:"enumerated",values:["auto","left","center","right"],dflt:"left",editType:"legend"},y:{valType:"number",editType:"legend"},yref:{valType:"enumerated",dflt:"paper",values:["container","paper"],editType:"layoutstyle"},yanchor:{valType:"enumerated",values:["auto","top","middle","bottom"],editType:"legend"},uirevision:{valType:"any",editType:"none"},valign:{valType:"enumerated",values:["top","middle","bottom"],dflt:"middle",editType:"legend"},title:{text:{valType:"string",dflt:"",editType:"legend"},font:c({editType:"legend"}),side:{valType:"enumerated",values:["top","left","top left","top center","top right"],editType:"legend"},editType:"legend"},editType:"legend"}},65196:function(Q){Q.exports={scrollBarWidth:6,scrollBarMinHeight:20,scrollBarColor:"#808BA4",scrollBarMargin:4,scrollBarEnterAttrs:{rx:20,ry:3,width:0,height:0},titlePad:2,itemGap:5}},77864:function(Q,_,e){var c=e(24040),h=e(3400),t=e(31780),b=e(45464),d=e(3800),s=e(64859),o=e(42451);function r(a,n,i,A){var l=n[a]||{},u=t.newContainer(i,a);function g(G,X){return h.coerce(l,u,d,G,X)}var f=h.coerceFont(g,"font",i.font);if(g("bgcolor",i.paper_bgcolor),g("bordercolor"),g("visible")){for(var B,m=function(G,X){var oe=B._input,ne=B;return h.coerce(oe,ne,b,G,X)},v=i.font||{},y=h.coerceFont(g,"grouptitlefont",h.extendFlat({},v,{size:Math.round(1.1*v.size)})),x=0,w=!1,C="normal",p=(i.shapes||[]).filter(function(G){return G.showlegend}),I=A.concat(p).filter(function(G){return a===(G.legend||"legend")}),E=0;E<I.length;E++)if((B=I[E]).visible){var M=B._isShape;(B.showlegend||B._dfltShowLegend&&!(B._module&&B._module.attributes&&B._module.attributes.showlegend&&B._module.attributes.showlegend.dflt===!1))&&(x++,B.showlegend&&(w=!0,(!M&&c.traceIs(B,"pie-like")||B._input.showlegend===!0)&&x++),h.coerceFont(m,"legendgrouptitle.font",y)),(!M&&c.traceIs(B,"bar")&&i.barmode==="stack"||["tonextx","tonexty"].indexOf(B.fill)!==-1)&&(C=o.isGrouped({traceorder:C})?"grouped+reversed":"reversed"),B.legendgroup!==void 0&&B.legendgroup!==""&&(C=o.isReversed({traceorder:C})?"reversed+grouped":"grouped")}var L=h.coerce(n,i,s,"showlegend",w&&x>(a==="legend"?1:0));if(L===!1&&(i[a]=void 0),(L!==!1||l.uirevision)&&(g("uirevision",i.uirevision),L!==!1)){g("borderwidth");var S,P,O,H=g("orientation")==="h",U=g("yref")==="paper",K=g("xref")==="paper",Z="left";if(H?(S=0,c.getComponentMethod("rangeslider","isVisible")(n.xaxis)?U?(P=1.1,O="bottom"):(P=1,O="top"):U?(P=-.1,O="top"):(P=0,O="bottom")):(P=1,O="auto",K?S=1.02:(S=1,Z="right")),h.coerce(l,u,{x:{valType:"number",editType:"legend",min:K?-2:0,max:K?3:1,dflt:S}},"x"),h.coerce(l,u,{y:{valType:"number",editType:"legend",min:U?-2:0,max:U?3:1,dflt:P}},"y"),g("traceorder",C),o.isGrouped(i[a])&&g("tracegroupgap"),g("entrywidth"),g("entrywidthmode"),g("indentation"),g("itemsizing"),g("itemwidth"),g("itemclick"),g("itemdoubleclick"),g("groupclick"),g("xanchor",Z),g("yanchor",O),g("valign"),h.noneOrAll(l,u,["x","y"]),g("title.text")){g("title.side",H?"left":"top");var N=h.extendFlat({},f,{size:h.bigFont(f.size)});h.coerceFont(g,"title.font",N)}}}}Q.exports=function(a,n,i){var A,l=i.slice(),u=n.shapes;if(u)for(A=0;A<u.length;A++){var g=u[A];if(g.showlegend){var f={_input:g._input,visible:g.visible,showlegend:g.showlegend,legend:g.legend};l.push(f)}}var B=["legend"];for(A=0;A<l.length;A++)h.pushUnique(B,l[A].legend);for(n._legends=[],A=0;A<B.length;A++){var m=B[A];r(m,a,n,l),n[m]&&n[m].visible&&(n[m]._id=m),n._legends.push(m)}}},31140:function(Q,_,e){var c=e(33428),h=e(3400),t=e(7316),b=e(24040),d=e(95924),s=e(86476),o=e(43616),r=e(76308),a=e(72736),n=e(33048),i=e(65196),A=e(84284),l=A.LINE_SPACING,u=A.FROM_TL,g=A.FROM_BR,f=e(35456),B=e(2012),m=e(42451),v=1,y=/^legend[0-9]*$/;function x(O,H){var U,K,Z=H||{},N=O._fullLayout,G=P(Z),X=Z._inHover;if(X?(K=Z.layer,U="hover"):(K=N._infolayer,U=G),K){var oe;if(U+=N._uid,O._legendMouseDownTime||(O._legendMouseDownTime=0),X){if(!Z.entries)return;oe=f(Z.entries,Z)}else{for(var ne=(O.calcdata||[]).slice(),te=N.shapes,J=0;J<te.length;J++){var re=te[J];if(re.showlegend){var ie={_isShape:!0,_fullInput:re,index:re._index,name:re.name||re.label.text||"shape "+re._index,legend:re.legend,legendgroup:re.legendgroup,legendgrouptitle:re.legendgrouptitle,legendrank:re.legendrank,legendwidth:re.legendwidth,showlegend:re.showlegend,visible:re.visible,opacity:re.opacity,mode:re.type==="line"?"lines":"markers",line:re.line,marker:{line:re.line,color:re.fillcolor,size:12,symbol:re.type==="rect"?"square":re.type==="circle"?"circle":"hexagon2"}};ne.push([{trace:ie}])}}oe=N.showlegend&&f(ne,Z,N._legends.length>1)}var Ae=N.hiddenlabels||[];if(!(X||N.showlegend&&oe.length))return K.selectAll("."+G).remove(),N._topdefs.select("#"+U).remove(),t.autoMargin(O,G);var ue=h.ensureSingle(K,"g",G,function(Te){X||Te.attr("pointer-events","all")}),le=h.ensureSingleById(N._topdefs,"clipPath",U,function(Te){Te.append("rect")}),fe=h.ensureSingle(ue,"rect","bg",function(Te){Te.attr("shape-rendering","crispEdges")});fe.call(r.stroke,Z.bordercolor).call(r.fill,Z.bgcolor).style("stroke-width",Z.borderwidth+"px");var ve,ye=h.ensureSingle(ue,"g","scrollbox"),we=Z.title;Z._titleWidth=0,Z._titleHeight=0,we.text?((ve=h.ensureSingle(ye,"text",G+"titletext")).attr("text-anchor","start").call(o.font,we.font).text(we.text),M(ve,ye,O,Z,v)):ye.selectAll("."+G+"titletext").remove();var Ce=h.ensureSingle(ue,"rect","scrollbar",function(Te){Te.attr(i.scrollBarEnterAttrs).call(r.fill,i.scrollBarColor)}),Be=ye.selectAll("g.groups").data(oe);Be.enter().append("g").attr("class","groups"),Be.exit().remove();var xe=Be.selectAll("g.traces").data(h.identity);xe.enter().append("g").attr("class","traces"),xe.exit().remove(),xe.style("opacity",function(Te){var Ie=Te[0].trace;return b.traceIs(Ie,"pie-like")?Ae.indexOf(Te[0].label)!==-1?.5:1:Ie.visible==="legendonly"?.5:1}).each(function(){c.select(this).call(p,O,Z)}).call(B,O,Z).each(function(){X||c.select(this).call(E,O,G)}),h.syncOrAsync([t.previousPromises,function(){return function(Te,Ie,pe,ce){var me=Te._fullLayout,Fe=P(ce);ce||(ce=me[Fe]);var Qe=me._size,Me=m.isVertical(ce),Le=m.isGrouped(ce),Oe=ce.entrywidthmode==="fraction",ge=ce.borderwidth,_e=2*ge,Ee=i.itemGap,Re=ce.indentation+ce.itemwidth+2*Ee,Ne=2*(ge+Ee),ze=S(ce),Ye=ce.y<0||ce.y===0&&ze==="top",Je=ce.y>1||ce.y===1&&ze==="bottom",at=ce.tracegroupgap,yt={};ce._maxHeight=Math.max(Ye||Je?me.height/2:Qe.h,30);var mt=0;ce._width=0,ce._height=0;var Tt=function(ct){var Ct=0,dt=0,Pt=ct.title.side;return Pt&&(Pt.indexOf("left")!==-1&&(Ct=ct._titleWidth),Pt.indexOf("top")!==-1&&(dt=ct._titleHeight)),[Ct,dt]}(ce);if(Me)pe.each(function(ct){var Ct=ct[0].height;o.setTranslate(this,ge+Tt[0],ge+Tt[1]+ce._height+Ct/2+Ee),ce._height+=Ct,ce._width=Math.max(ce._width,ct[0].width)}),mt=Re+ce._width,ce._width+=Ee+Re+_e,ce._height+=Ne,Le&&(Ie.each(function(ct,Ct){o.setTranslate(this,0,Ct*ce.tracegroupgap)}),ce._height+=(ce._lgroupsLength-1)*ce.tracegroupgap);else{var St=L(ce),Qt=ce.x<0||ce.x===0&&St==="right",ut=ce.x>1||ce.x===1&&St==="left",pt=Je||Ye,Ot=me.width/2;ce._maxWidth=Math.max(Qt?pt&&St==="left"?Qe.l+Qe.w:Ot:ut?pt&&St==="right"?Qe.r+Qe.w:Ot:Qe.w,2*Re);var Xt=0,Gt=0;pe.each(function(ct){var Ct=w(ct,ce,Re);Xt=Math.max(Xt,Ct),Gt+=Ct}),mt=null;var jt=0;if(Le){var rt=0,ot=0,Ge=0;Ie.each(function(){var ct=0,Ct=0;c.select(this).selectAll("g.traces").each(function(Pt){var kt=w(Pt,ce,Re),Mt=Pt[0].height;o.setTranslate(this,Tt[0],Tt[1]+ge+Ee+Mt/2+Ct),Ct+=Mt,ct=Math.max(ct,kt),yt[Pt[0].trace.legendgroup]=ct});var dt=ct+Ee;ot>0&&dt+ge+ot>ce._maxWidth?(jt=Math.max(jt,ot),ot=0,Ge+=rt+at,rt=Ct):rt=Math.max(rt,Ct),o.setTranslate(this,ot,Ge),ot+=dt}),ce._width=Math.max(jt,ot)+ge,ce._height=Ge+rt+Ne}else{var it=pe.size(),bt=Gt+_e+(it-1)*Ee<ce._maxWidth,gt=0,He=0,Ke=0,vt=0;pe.each(function(ct){var Ct=ct[0].height,dt=w(ct,ce,Re),Pt=bt?dt:Xt;Oe||(Pt+=Ee),Pt+ge+He-Ee>=ce._maxWidth&&(jt=Math.max(jt,vt),He=0,Ke+=gt,ce._height+=gt,gt=0),o.setTranslate(this,Tt[0]+ge+He,Tt[1]+ge+Ke+Ct/2+Ee),vt=He+dt+Ee,He+=Pt,gt=Math.max(gt,Ct)}),bt?(ce._width=He+_e,ce._height=gt+Ne):(ce._width=Math.max(jt,vt)+_e,ce._height+=gt+Ne)}}ce._width=Math.ceil(Math.max(ce._width+Tt[0],ce._titleWidth+2*(ge+i.titlePad))),ce._height=Math.ceil(Math.max(ce._height+Tt[1],ce._titleHeight+2*(ge+i.itemGap))),ce._effHeight=Math.min(ce._height,ce._maxHeight);var At=Te._context.edits,wt=At.legendText||At.legendPosition;pe.each(function(ct){var Ct=c.select(this).select("."+Fe+"toggle"),dt=ct[0].height,Pt=ct[0].trace.legendgroup,kt=w(ct,ce,Re);Le&&Pt!==""&&(kt=yt[Pt]);var Mt=wt?Re:mt||kt;Me||Oe||(Mt+=Ee/2),o.setRect(Ct,0,-dt/2,Mt,dt)})}(O,Be,xe,Z)},function(){var Te,Ie,pe,ce,me=N._size,Fe=Z.borderwidth,Qe=Z.xref==="paper",Me=Z.yref==="paper";if(we.text&&function(pt,Ot,Xt){if(Ot.title.side==="top center"||Ot.title.side==="top 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t.autoMargin(pt,Ot,{x:rt.x,y:rt.y,l:rt._width*u[ot],r:rt._width*g[ot],b:rt._effHeight*g[Ge],t:rt._effHeight*u[Ge]});it?pt._fullLayout._reservedMargin[Ot][gt]=Ke[gt]:bt||rt.orientation==="v"?pt._fullLayout._reservedMargin[Ot][He]=Ke[He]:pt._fullLayout._reservedMargin[Ot][gt]=Ke[gt]}(O,G,Le,Oe);if(ge)return;if(N.margin.autoexpand){var _e=Le,Ee=Oe;Le=Qe?h.constrain(Le,0,N.width-Z._width):_e,Oe=Me?h.constrain(Oe,0,N.height-Z._effHeight):Ee,Le!==_e&&h.log("Constrain "+G+".x to make legend fit inside graph"),Oe!==Ee&&h.log("Constrain "+G+".y to make legend fit inside graph")}o.setTranslate(ue,Le,Oe)}if(Ce.on(".drag",null),ue.on("wheel",null),X||Z._height<=Z._maxHeight||O._context.staticPlot){var Re=Z._effHeight;X&&(Re=Z._height),fe.attr({width:Z._width-Fe,height:Re-Fe,x:Fe/2,y:Fe/2}),o.setTranslate(ye,0,0),le.select("rect").attr({width:Z._width-2*Fe,height:Re-2*Fe,x:Fe,y:Fe}),o.setClipUrl(ye,U,O),o.setRect(Ce,0,0,0,0),delete Z._scrollY}else{var Ne,ze,Ye,Je=Math.max(i.scrollBarMinHeight,Z._effHeight*Z._effHeight/Z._height),at=Z._effHeight-Je-2*i.scrollBarMargin,yt=Z._height-Z._effHeight,mt=at/yt,Tt=Math.min(Z._scrollY||0,yt);fe.attr({width:Z._width-2*Fe+i.scrollBarWidth+i.scrollBarMargin,height:Z._effHeight-Fe,x:Fe/2,y:Fe/2}),le.select("rect").attr({width:Z._width-2*Fe+i.scrollBarWidth+i.scrollBarMargin,height:Z._effHeight-2*Fe,x:Fe,y:Fe+Tt}),o.setClipUrl(ye,U,O),ut(Tt,Je,mt),ue.on("wheel",function(){ut(Tt=h.constrain(Z._scrollY+c.event.deltaY/at*yt,0,yt),Je,mt),Tt!==0&&Tt!==yt&&c.event.preventDefault()});var St=c.behavior.drag().on("dragstart",function(){var pt=c.event.sourceEvent;Ne=pt.type==="touchstart"?pt.changedTouches[0].clientY:pt.clientY,Ye=Tt}).on("drag",function(){var pt=c.event.sourceEvent;pt.buttons===2||pt.ctrlKey||(ze=pt.type==="touchmove"?pt.changedTouches[0].clientY:pt.clientY,Tt=function(Ot,Xt,Gt){var jt=(Gt-Xt)/mt+Ot;return h.constrain(jt,0,yt)}(Ye,Ne,ze),ut(Tt,Je,mt))});Ce.call(St);var Qt=c.behavior.drag().on("dragstart",function(){var pt=c.event.sourceEvent;pt.type==="touchstart"&&(Ne=pt.changedTouches[0].clientY,Ye=Tt)}).on("drag",function(){var pt=c.event.sourceEvent;pt.type==="touchmove"&&(ze=pt.changedTouches[0].clientY,Tt=function(Ot,Xt,Gt){var jt=(Xt-Gt)/mt+Ot;return h.constrain(jt,0,yt)}(Ye,Ne,ze),ut(Tt,Je,mt))});ye.call(Qt)}function ut(pt,Ot,Xt){Z._scrollY=O._fullLayout[G]._scrollY=pt,o.setTranslate(ye,0,-pt),o.setRect(Ce,Z._width,i.scrollBarMargin+pt*Xt,i.scrollBarWidth,Ot),le.select("rect").attr("y",Fe+pt)}O._context.edits.legendPosition&&(ue.classed("cursor-move",!0),s.init({element:ue.node(),gd:O,prepFn:function(){var pt=o.getTranslate(ue);pe=pt.x,ce=pt.y},moveFn:function(pt,Ot){var Xt=pe+pt,Gt=ce+Ot;o.setTranslate(ue,Xt,Gt),Te=s.align(Xt,Z._width,me.l,me.l+me.w,Z.xanchor),Ie=s.align(Gt+Z._height,-Z._height,me.t+me.h,me.t,Z.yanchor)},doneFn:function(){if(Te!==void 0&&Ie!==void 0){var pt={};pt[G+".x"]=Te,pt[G+".y"]=Ie,b.call("_guiRelayout",O,pt)}},clickFn:function(pt,Ot){var Xt=K.selectAll("g.traces").filter(function(){var Gt=this.getBoundingClientRect();return Ot.clientX>=Gt.left&&Ot.clientX<=Gt.right&&Ot.clientY>=Gt.top&&Ot.clientY<=Gt.bottom});Xt.size()>0&&C(O,ue,Xt,pt,Ot)}}))}],O)}}function w(O,H,U){var K=O[0],Z=K.width,N=H.entrywidthmode,G=K.trace.legendwidth||H.entrywidth;return N==="fraction"?H._maxWidth*G:U+(G||Z)}function C(O,H,U,K,Z){var N=U.data()[0][0].trace,G={event:Z,node:U.node(),curveNumber:N.index,expandedIndex:N._expandedIndex,data:O.data,layout:O.layout,frames:O._transitionData._frames,config:O._context,fullData:O._fullData,fullLayout:O._fullLayout};N._group&&(G.group=N._group),b.traceIs(N,"pie-like")&&(G.label=U.datum()[0].label);var X=d.triggerHandler(O,"plotly_legendclick",G);if(K===1){if(X===!1)return;H._clickTimeout=setTimeout(function(){O._fullLayout&&n(U,O,K)},O._context.doubleClickDelay)}else 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y,x,w,C,p,I=v.legendgroup,E={},M=[],L=[],S=[],P=(r.shapes||[]).map(function(Ie){return Ie._input}),O=!1,H=v.legend,U=v._fullInput;if(U&&U._isShape||!c.traceIs(v,"pie-like")){var K,Z=I&&I.length,N=[];if(Z)for(y=0;y<m.length;y++)(K=m[y]).visible&&K.legendgroup===I&&N.push(y);if(a==="toggle"){var G;switch(v.visible){case!0:G="legendonly";break;case!1:G=!1;break;case"legendonly":G=!0}if(Z)if(l)for(y=0;y<m.length;y++){var X=m[y];X.visible!==!1&&X.legendgroup===I&&Te(X,G)}else Te(v,G);else Te(v,G)}else if(a==="toggleothers"){var 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C=B.coloring;C==="lines"?x=!0:m=C==="none"||C==="heatmap"||B.showlines,B.type==="constraint"?y=B._operation!=="=":C!=="fill"&&C!=="heatmap"||(w=!0)}return{showMarker:v,showLine:m,showFill:y,showGradientLine:x,showGradientFill:w,anyLine:m||x,anyFill:y||w}}function u(g,f,B){return g&&t.isArrayOrTypedArray(g)?f:g>B?B:g}Q.exports=function(g,f,B){var m=f._fullLayout;B||(B=m.legend);var v=B.itemsizing==="constant",y=B.itemwidth,x=(y+2*i.itemGap)/2,w=b(x,0),C=function(E,M,L,S){var P;if(E+1)P=E;else{if(!(M&&M.width>0))return 0;P=M.width}return v?S:Math.min(P,L)};function p(E,M,L){var S=E[0].trace,P=S.marker||{},O=P.line||{},H=P.cornerradius?"M6,3a3,3,0,0,1-3,3H-3a3,3,0,0,1-3-3V-3a3,3,0,0,1,3-3H3a3,3,0,0,1,3,3Z":"M6,6H-6V-6H6Z",U=L?S.visible&&S.type===L:h.traceIs(S,"bar"),K=c.select(M).select("g.legendpoints").selectAll("path.legend"+L).data(U?[E]:[]);K.enter().append("path").classed("legend"+L,!0).attr("d",H).attr("transform",w),K.exit().remove(),K.each(function(Z){var 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U=P.marker||{},K=C(n(U.line.width,S.pts),U.line,5,2),Z="pieLike",N=t.minExtend(P,{marker:{line:{width:K}}},Z),G=t.minExtend(S,{trace:N},Z);a(H,G,N,f)}}g.each(function(E){var M=c.select(this),L=t.ensureSingle(M,"g","layers");L.style("opacity",E[0].trace.opacity);var S=B.indentation,P=B.valign,O=E[0].lineHeight,H=E[0].height;if(P==="middle"&&S===0||!O||!H)L.attr("transform",null);else{var U={top:1,bottom:-1}[P]*(.5*(O-H+3))||0,K=B.indentation;L.attr("transform",b(K,U))}L.selectAll("g.legendfill").data([E]).enter().append("g").classed("legendfill",!0),L.selectAll("g.legendlines").data([E]).enter().append("g").classed("legendlines",!0);var Z=L.selectAll("g.legendsymbols").data([E]);Z.enter().append("g").classed("legendsymbols",!0),Z.selectAll("g.legendpoints").data([E]).enter().append("g").classed("legendpoints",!0)}).each(function(E){var M,L=E[0].trace,S=[];if(L.visible)switch(L.type){case"histogram2d":case"heatmap":S=[["M-15,-2V4H15V-2Z"]],M=!0;break;case"choropleth":case"choroplethmapbox":S=[["M-6,-6V6H6V-6Z"]],M=!0;break;case"densitymapbox":S=[["M-6,0 a6,6 0 1,0 12,0 a 6,6 0 1,0 -12,0"]],M="radial";break;case"cone":S=[["M-6,2 A2,2 0 0,0 -6,6 V6L6,4Z"],["M-6,-6 A2,2 0 0,0 -6,-2 L6,-4Z"],["M-6,-2 A2,2 0 0,0 -6,2 L6,0Z"]],M=!1;break;case"streamtube":S=[["M-6,2 A2,2 0 0,0 -6,6 H6 A2,2 0 0,1 6,2 Z"],["M-6,-6 A2,2 0 0,0 -6,-2 H6 A2,2 0 0,1 6,-6 Z"],["M-6,-2 A2,2 0 0,0 -6,2 H6 A2,2 0 0,1 6,-2 Z"]],M=!1;break;case"surface":S=[["M-6,-6 A2,3 0 0,0 -6,0 H6 A2,3 0 0,1 6,-6 Z"],["M-6,1 A2,3 0 0,1 -6,6 H6 A2,3 0 0,0 6,0 Z"]],M=!0;break;case"mesh3d":S=[["M-6,6H0L-6,-6Z"],["M6,6H0L6,-6Z"],["M-6,-6H6L0,6Z"]],M=!1;break;case"volume":S=[["M-6,6H0L-6,-6Z"],["M6,6H0L6,-6Z"],["M-6,-6H6L0,6Z"]],M=!0;break;case"isosurface":S=[["M-6,6H0L-6,-6Z"],["M6,6H0L6,-6Z"],["M-6,-6 A12,24 0 0,0 6,-6 L0,6Z"]],M=!1}var 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p}(m))}},r.resetViewMapbox={name:"resetViewMapbox",_cat:"resetView",title:function(m){return o(m,"Reset view")},attr:"reset",icon:b.home,click:function(m){B(m,"mapbox")}},r.zoomInMapbox={name:"zoomInMapbox",_cat:"zoomin",title:function(m){return o(m,"Zoom in")},attr:"zoom",val:"in",icon:b.zoom_plus,click:f},r.zoomOutMapbox={name:"zoomOutMapbox",_cat:"zoomout",title:function(m){return o(m,"Zoom out")},attr:"zoom",val:"out",icon:b.zoom_minus,click:f}},76052:function(Q,_,e){var c=e(44248),h=Object.keys(c),t=["drawline","drawopenpath","drawclosedpath","drawcircle","drawrect","eraseshape"],b=["v1hovermode","hoverclosest","hovercompare","togglehover","togglespikelines"].concat(t),d=[];h.forEach(function(s){(function(o){if(b.indexOf(o._cat||o.name)===-1){var r=o.name,a=(o._cat||o.name).toLowerCase();d.indexOf(r)===-1&&d.push(r),d.indexOf(a)===-1&&d.push(a)}})(c[s])}),d.sort(),Q.exports={DRAW_MODES:t,backButtons:b,foreButtons:d}},90824:function(Q,_,e){var 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ye=0;ye<m.modeBarButtonsToAdd.length;ye++)if(v(ve,m.modeBarButtonsToAdd[ye]))return!1;return!0})),p=f._has("cartesian"),I=f._has("gl3d"),E=f._has("geo"),M=f._has("pie"),L=f._has("funnelarea"),S=f._has("gl2d"),P=f._has("ternary"),O=f._has("mapbox"),H=f._has("polar"),U=f._has("smith"),K=f._has("sankey"),Z=function(ve){for(var ye=c.list({_fullLayout:ve},null,!0),we=0;we<ye.length;we++)if(!ye[we].fixedrange)return!1;return!0}(f),N=b(f.hovermode),G=[];function X(ve){if(ve.length){for(var ye=[],we=0;we<ve.length;we++){for(var Ce=ve[we],Be=s[Ce],xe=Be.name.toLowerCase(),Te=(Be._cat||Be.name).toLowerCase(),Ie=!1,pe=0;pe<C.length;pe++){var ce=C[pe].toLowerCase();if(ce===xe||ce===Te){Ie=!0;break}}Ie||ye.push(s[Ce])}G.push(ye)}}var oe=["toImage"];m.showEditInChartStudio?oe.push("editInChartStudio"):m.showSendToCloud&&oe.push("sendDataToCloud"),X(oe);var ne=[],te=[],J=[],re=[];(p||S||M||L||P)+E+I+O+H+U>1?(te=["toggleHover"],J=["resetViews"]):E?(ne=["zoomInGeo","zoomOutGeo"],te=["hoverClosestGeo"],J=["resetGeo"]):I?(te=["hoverClosest3d"],J=["resetCameraDefault3d","resetCameraLastSave3d"]):O?(ne=["zoomInMapbox","zoomOutMapbox"],te=["toggleHover"],J=["resetViewMapbox"]):S?te=["hoverClosestGl2d"]:M?te=["hoverClosestPie"]:K?(te=["hoverClosestCartesian","hoverCompareCartesian"],J=["resetViewSankey"]):te=["toggleHover"],p&&(te=["toggleSpikelines","hoverClosestCartesian","hoverCompareCartesian"]),(function(ve){for(var ye=0;ye<ve.length;ye++)if(!t.traceIs(ve[ye],"noHover"))return!1;return!0}(B)||N)&&(te=[]),!p&&!S||Z||(ne=["zoomIn2d","zoomOut2d","autoScale2d"],J[0]!=="resetViews"&&(J=["resetScale2d"])),I?re=["zoom3d","pan3d","orbitRotation","tableRotation"]:(p||S)&&!Z||P?re=["zoom2d","pan2d"]:O||E?re=["pan2d"]:H&&(re=["zoom2d"]),function(ve){for(var ye=!1,we=0;we<ve.length&&!ye;we++){var Ce=ve[we];Ce._module&&Ce._module.selectPoints&&(t.traceIs(Ce,"scatter-like")?(h.hasMarkers(Ce)||h.hasText(Ce))&&(ye=!0):t.traceIs(Ce,"box-violin")&&Ce.boxpoints!=="all"&&Ce.points!=="all"||(ye=!0))}return ye}(B)&&re.push("select2d","lasso2d");var ie=[],Ae=function(ve){ie.indexOf(ve)===-1&&te.indexOf(ve)!==-1&&ie.push(ve)};if(Array.isArray(w)){for(var ue=[],le=0;le<w.length;le++){var fe=w[le];typeof fe=="string"?(fe=fe.toLowerCase(),o.indexOf(fe)!==-1?(f._has("mapbox")||f._has("cartesian"))&&re.push(fe):fe==="togglespikelines"?Ae("toggleSpikelines"):fe==="togglehover"?Ae("toggleHover"):fe==="hovercompare"?Ae("hoverCompareCartesian"):fe==="hoverclosest"?(Ae("hoverClosestCartesian"),Ae("hoverClosestGeo"),Ae("hoverClosest3d"),Ae("hoverClosestGl2d"),Ae("hoverClosestPie")):fe==="v1hovermode"&&(Ae("toggleHover"),Ae("hoverClosestCartesian"),Ae("hoverCompareCartesian"),Ae("hoverClosestGeo"),Ae("hoverClosest3d"),Ae("hoverClosestGl2d"),Ae("hoverClosestPie"))):ue.push(fe)}w=ue}return X(re),X(ne.concat(J)),X(ie),function(ve,ye){if(ye.length)if(Array.isArray(ye[0]))for(var we=0;we<ye.length;we++)ve.push(ye[we]);else ve.push(ye);return ve}(G,w)}(a),A?A.update(a,l):n._modeBar=d(a,l)}else A&&(A.destroy(),delete n._modeBar)}},66400:function(Q,_,e){var c=e(33428),h=e(38248),t=e(3400),b=e(9224),d=e(25788).version,s=new DOMParser;function o(a){this.container=a.container,this.element=document.createElement("div"),this.update(a.graphInfo,a.buttons),this.container.appendChild(this.element)}var r=o.prototype;r.update=function(a,n){this.graphInfo=a;var i=this.graphInfo._context,A=this.graphInfo._fullLayout,l="modebar-"+A._uid;this.element.setAttribute("id",l),this._uid=l,this.element.className="modebar",i.displayModeBar==="hover"&&(this.element.className+=" modebar--hover ease-bg"),A.modebar.orientation==="v"&&(this.element.className+=" vertical",n=n.reverse());var u=A.modebar,g=i.displayModeBar==="hover"?".js-plotly-plot .plotly:hover 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Error("must provide button 'name' in button config");if(n.buttonsNames.indexOf(u)!==-1)throw new Error("button name '"+u+"' is taken");n.buttonsNames.push(u);var g=n.createButton(l);n.buttonElements.push(g),A.appendChild(g)}),n.element.appendChild(A)})},r.createGroup=function(){var a=document.createElement("div");return a.className="modebar-group",a},r.createButton=function(a){var n=this,i=document.createElement("a");i.setAttribute("rel","tooltip"),i.className="modebar-btn";var A=a.title;A===void 0?A=a.name:typeof A=="function"&&(A=A(this.graphInfo)),(A||A===0)&&i.setAttribute("data-title",A),a.attr!==void 0&&i.setAttribute("data-attr",a.attr);var l=a.val;if(l!==void 0&&(typeof l=="function"&&(l=l(this.graphInfo)),i.setAttribute("data-val",l)),typeof a.click!="function")throw new Error("must provide button 'click' function in button 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n=this.graphInfo._fullLayout,i=a!==void 0?a.getAttribute("data-attr"):null;this.buttonElements.forEach(function(A){var l=A.getAttribute("data-val")||!0,u=A.getAttribute("data-attr"),g=A.getAttribute("data-toggle")==="true",f=c.select(A);if(g)u===i&&f.classed("active",!f.classed("active"));else{var B=u===null?u:t.nestedProperty(n,u).get();f.classed("active",B===l)}})},r.hasButtons=function(a){var n=this.buttons;if(!n||a.length!==n.length)return!1;for(var i=0;i<a.length;++i){if(a[i].length!==n[i].length)return!1;for(var A=0;A<a[i].length;A++)if(a[i][A].name!==n[i][A].name)return!1}return!0},r.getLogo=function(){var a=this.createGroup(),n=document.createElement("a");return n.href="https://plotly.com/",n.target="_blank",n.setAttribute("data-title",t._(this.graphInfo,"Produced with Plotly.js")+" (v"+d+")"),n.className="modebar-btn plotlyjsicon 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c=e(25376),h=e(22548),t=(0,e(31780).templatedArray)("button",{visible:{valType:"boolean",dflt:!0,editType:"plot"},step:{valType:"enumerated",values:["month","year","day","hour","minute","second","all"],dflt:"month",editType:"plot"},stepmode:{valType:"enumerated",values:["backward","todate"],dflt:"backward",editType:"plot"},count:{valType:"number",min:0,dflt:1,editType:"plot"},label:{valType:"string",editType:"plot"},editType:"plot"});Q.exports={visible:{valType:"boolean",editType:"plot"},buttons:t,x:{valType:"number",min:-2,max:3,editType:"plot"},xanchor:{valType:"enumerated",values:["auto","left","center","right"],dflt:"left",editType:"plot"},y:{valType:"number",min:-2,max:3,editType:"plot"},yanchor:{valType:"enumerated",values:["auto","top","middle","bottom"],dflt:"bottom",editType:"plot"},font:c({editType:"plot"}),bgcolor:{valType:"color",dflt:h.lightLine,editType:"plot"},activecolor:{valType:"color",editType:"plot"},bordercolor:{valType:"color",dflt:h.defaultLine,editType:"plot"},borderwidth:{valType:"number",min:0,dflt:0,editType:"plot"},editType:"plot"}},85984:function(Q){Q.exports={yPad:.02,minButtonWidth:30,rx:3,ry:3,lightAmount:25,darkAmount:10}},22148:function(Q,_,e){var c=e(3400),h=e(76308),t=e(31780),b=e(51272),d=e(26680),s=e(85984);function o(r,a,n,i){var A=i.calendar;function l(g,f){return c.coerce(r,a,d.buttons,g,f)}if(l("visible")){var u=l("step");u!=="all"&&(!A||A==="gregorian"||u!=="month"&&u!=="year"?l("stepmode"):a.stepmode="backward",l("count")),l("label")}}Q.exports=function(r,a,n,i,A){var l=r.rangeselector||{},u=t.newContainer(a,"rangeselector");function g(m,v){return c.coerce(l,u,d,m,v)}if(g("visible",b(l,u,{name:"buttons",handleItemDefaults:o,calendar:A}).length>0)){var f=function(m,v,y){for(var x=y.filter(function(I){return v[I].anchor===m._id}),w=0,C=0;C<x.length;C++){var p=v[x[C]].domain;p&&(w=Math.max(p[1],w))}return[m.domain[0],w+s.yPad]}(a,n,i);g("x",f[0]),g("y",f[1]),c.noneOrAll(r,a,["x","y"]),g("xanchor"),g("yanchor"),c.coerceFont(g,"font",n.font);var B=g("bgcolor");g("activecolor",h.contrast(B,s.lightAmount,s.darkAmount)),g("bordercolor"),g("borderwidth")}}},50216:function(Q,_,e){var c=e(33428),h=e(24040),t=e(7316),b=e(76308),d=e(43616),s=e(3400),o=s.strTranslate,r=e(72736),a=e(79811),n=e(84284),i=n.LINE_SPACING,A=n.FROM_TL,l=n.FROM_BR,u=e(85984),g=e(48040);function f(v){return v._id}function B(v,y,x){var w=s.ensureSingle(v,"rect","selector-rect",function(C){C.attr("shape-rendering","crispEdges")});w.attr({rx:u.rx,ry:u.ry}),w.call(b.stroke,y.bordercolor).call(b.fill,function(C,p){return p._isActive||p._isHovered?C.activecolor:C.bgcolor}(y,x)).style("stroke-width",y.borderwidth+"px")}function m(v,y,x,w){var C,p;s.ensureSingle(v,"text","selector-text",function(I){I.attr("text-anchor","middle")}).call(d.font,y.font).text((C=x,p=w._fullLayout._meta,C.label?p?s.templateString(C.label,p):C.label:C.step==="all"?"all":C.count+C.step.charAt(0))).call(function(I){r.convertToTspans(I,w)})}Q.exports=function(v){var y=v._fullLayout._infolayer.selectAll(".rangeselector").data(function(x){for(var w=a.list(x,"x",!0),C=[],p=0;p<w.length;p++){var I=w[p];I.rangeselector&&I.rangeselector.visible&&C.push(I)}return C}(v),f);y.enter().append("g").classed("rangeselector",!0),y.exit().remove(),y.style({cursor:"pointer","pointer-events":"all"}),y.each(function(x){var w=c.select(this),C=x,p=C.rangeselector,I=w.selectAll("g.button").data(s.filterVisible(p.buttons));I.enter().append("g").classed("button",!0),I.exit().remove(),I.each(function(E){var M=c.select(this),L=g(C,E);E._isActive=function(S,P,O){if(P.step==="all")return S.autorange===!0;var H=Object.keys(O);return S.range[0]===O[H[0]]&&S.range[1]===O[H[1]]}(C,E,L),M.call(B,p,E),M.call(m,p,E,v),M.on("click",function(){v._dragged||h.call("_guiRelayout",v,L)}),M.on("mouseover",function(){E._isHovered=!0,M.call(B,p,E)}),M.on("mouseout",function(){E._isHovered=!1,M.call(B,p,E)})}),function(E,M,L,S,P){var O=0,H=0,U=L.borderwidth;M.each(function(){var oe=c.select(this).select(".selector-text"),ne=L.font.size*i,te=Math.max(ne*r.lineCount(oe),16)+3;H=Math.max(H,te)}),M.each(function(){var oe=c.select(this),ne=oe.select(".selector-rect"),te=oe.select(".selector-text"),J=te.node()&&d.bBox(te.node()).width,re=L.font.size*i,ie=r.lineCount(te),Ae=Math.max(J+10,u.minButtonWidth);oe.attr("transform",o(U+O,U)),ne.attr({x:0,y:0,width:Ae,height:H}),r.positionText(te,Ae/2,H/2-(ie-1)*re/2+3),O+=Ae+5});var K=E._fullLayout._size,Z=K.l+K.w*L.x,N=K.t+K.h*(1-L.y),G="left";s.isRightAnchor(L)&&(Z-=O,G="right"),s.isCenterAnchor(L)&&(Z-=O/2,G="center");var X="top";s.isBottomAnchor(L)&&(N-=H,X="bottom"),s.isMiddleAnchor(L)&&(N-=H/2,X="middle"),O=Math.ceil(O),H=Math.ceil(H),Z=Math.round(Z),N=Math.round(N),t.autoMargin(E,S+"-range-selector",{x:L.x,y:L.y,l:O*A[G],r:O*l[G],b:H*l[X],t:H*A[X]}),P.attr("transform",o(Z,N))}(v,I,p,C._name,w)})}},48040:function(Q,_,e){var c=e(73220),h=e(3400).titleCase;Q.exports=function(t,b){var d=t._name,s={};if(b.step==="all")s[d+".autorange"]=!0;else{var o=function(r,a){var n,i=r.range,A=new Date(r.r2l(i[1])),l=a.step,u=c["utc"+h(l)],g=a.count;switch(a.stepmode){case"backward":n=r.l2r(+u.offset(A,-g));break;case"todate":var f=u.offset(A,-g);n=r.l2r(+u.ceil(f))}return[n,i[1]]}(t,b);s[d+".range[0]"]=o[0],s[d+".range[1]"]=o[1]}return s}},41152:function(Q,_,e){Q.exports={moduleType:"component",name:"rangeselector",schema:{subplots:{xaxis:{rangeselector:e(26680)}}},layoutAttributes:e(26680),handleDefaults:e(22148),draw:e(50216)}},11200:function(Q,_,e){var c=e(22548);Q.exports={bgcolor:{valType:"color",dflt:c.background,editType:"plot"},bordercolor:{valType:"color",dflt:c.defaultLine,editType:"plot"},borderwidth:{valType:"integer",dflt:0,min:0,editType:"plot"},autorange:{valType:"boolean",dflt:!0,editType:"calc",impliedEdits:{"range[0]":void 0,"range[1]":void 0}},range:{valType:"info_array",items:[{valType:"any",editType:"calc",impliedEdits:{"^autorange":!1}},{valType:"any",editType:"calc",impliedEdits:{"^autorange":!1}}],editType:"calc",impliedEdits:{autorange:!1}},thickness:{valType:"number",dflt:.15,min:0,max:1,editType:"plot"},visible:{valType:"boolean",dflt:!0,editType:"calc"},editType:"calc"}},26652:function(Q,_,e){var c=e(79811).list,h=e(19280).getAutoRange,t=e(74636);Q.exports=function(b){for(var d=c(b,"x",!0),s=0;s<d.length;s++){var o=d[s],r=o[t.name];r&&r.visible&&r.autorange&&(r._input.autorange=!0,r._input.range=r.range=h(b,o))}}},74636:function(Q){Q.exports={name:"rangeslider",containerClassName:"rangeslider-container",bgClassName:"rangeslider-bg",rangePlotClassName:"rangeslider-rangeplot",maskMinClassName:"rangeslider-mask-min",maskMaxClassName:"rangeslider-mask-max",slideBoxClassName:"rangeslider-slidebox",grabberMinClassName:"rangeslider-grabber-min",grabAreaMinClassName:"rangeslider-grabarea-min",handleMinClassName:"rangeslider-handle-min",grabberMaxClassName:"rangeslider-grabber-max",grabAreaMaxClassName:"rangeslider-grabarea-max",handleMaxClassName:"rangeslider-handle-max",maskMinOppAxisClassName:"rangeslider-mask-min-opp-axis",maskMaxOppAxisClassName:"rangeslider-mask-max-opp-axis",maskColor:"rgba(0,0,0,0.4)",maskOppAxisColor:"rgba(0,0,0,0.2)",slideBoxFill:"transparent",slideBoxCursor:"ew-resize",grabAreaFill:"transparent",grabAreaCursor:"col-resize",grabAreaWidth:10,handleWidth:4,handleRadius:1,handleStrokeWidth:1,extraPad:15}},94040:function(Q,_,e){var c=e(3400),h=e(31780),t=e(79811),b=e(11200),d=e(10936);Q.exports=function(s,o,r){var a=s[r],n=o[r];if(a.rangeslider||o._requestRangeslider[n._id]){c.isPlainObject(a.rangeslider)||(a.rangeslider={});var i,A,l=a.rangeslider,u=h.newContainer(n,"rangeslider");if(w("visible")){w("bgcolor",o.plot_bgcolor),w("bordercolor"),w("borderwidth"),w("thickness"),w("autorange",!n.isValidRange(l.range)),w("range");var g=o._subplots;if(g)for(var f=g.cartesian.filter(function(p){return p.substr(0,p.indexOf("y"))===t.name2id(r)}).map(function(p){return p.substr(p.indexOf("y"),p.length)}),B=c.simpleMap(f,t.id2name),m=0;m<B.length;m++){var v=B[m];i=l[v]||{},A=h.newContainer(u,v,"yaxis");var y,x=o[v];i.range&&x.isValidRange(i.range)&&(y="fixed"),C("rangemode",y)!=="match"&&C("range",x.range.slice())}u._input=l}}function w(p,I){return c.coerce(l,u,b,p,I)}function C(p,I){return c.coerce(i,A,d,p,I)}}},20060:function(Q,_,e){var c=e(33428),h=e(24040),t=e(7316),b=e(3400),d=b.strTranslate,s=e(43616),o=e(76308),r=e(81668),a=e(57952),n=e(79811),i=e(86476),A=e(93972),l=e(74636);function u(x){return typeof x.clientX=="number"?x.clientX:x.touches&&x.touches.length>0?x.touches[0].clientX:0}function g(x,w,C,p){var I=b.ensureSingle(x,"rect",l.bgClassName,function(S){S.attr({x:0,y:0,"shape-rendering":"crispEdges"})}),E=p.borderwidth%2==0?p.borderwidth:p.borderwidth-1,M=-p._offsetShift,L=s.crispRound(w,p.borderwidth);I.attr({width:p._width+E,height:p._height+E,transform:d(M,M),"stroke-width":L}).call(o.stroke,p.bordercolor).call(o.fill,p.bgcolor)}function f(x,w,C,p){var I=w._fullLayout;b.ensureSingleById(I._topdefs,"clipPath",p._clipId,function(E){E.append("rect").attr({x:0,y:0})}).select("rect").attr({width:p._width,height:p._height})}function B(x,w,C,p){var I,E=w.calcdata,M=x.selectAll("g."+l.rangePlotClassName).data(C._subplotsWith,b.identity);M.enter().append("g").attr("class",function(L){return l.rangePlotClassName+" "+L}).call(s.setClipUrl,p._clipId,w),M.order(),M.exit().remove(),M.each(function(L,S){var P=c.select(this),O=S===0,H=n.getFromId(w,L,"y"),U=H._name,K=p[U],Z={data:[],layout:{xaxis:{type:C.type,domain:[0,1],range:p.range.slice(),calendar:C.calendar},width:p._width,height:p._height,margin:{t:0,b:0,l:0,r:0}},_context:w._context};C.rangebreaks&&(Z.layout.xaxis.rangebreaks=C.rangebreaks),Z.layout[U]={type:H.type,domain:[0,1],range:K.rangemode!=="match"?K.range.slice():H.range.slice(),calendar:H.calendar},H.rangebreaks&&(Z.layout[U].rangebreaks=H.rangebreaks),t.supplyDefaults(Z);var N=Z._fullLayout.xaxis,G=Z._fullLayout[U];N.clearCalc(),N.setScale(),G.clearCalc(),G.setScale();var X={id:L,plotgroup:P,xaxis:N,yaxis:G,isRangePlot:!0};O?I=X:(X.mainplot="xy",X.mainplotinfo=I),a.rangePlot(w,X,function(oe,ne){for(var te=[],J=0;J<oe.length;J++){var re=oe[J],ie=re[0].trace;ie.xaxis+ie.yaxis===ne&&te.push(re)}return te}(E,L))})}function m(x,w,C,p,I){b.ensureSingle(x,"rect",l.maskMinClassName,function(E){E.attr({x:0,y:0,"shape-rendering":"crispEdges"})}).attr("height",p._height).call(o.fill,l.maskColor),b.ensureSingle(x,"rect",l.maskMaxClassName,function(E){E.attr({y:0,"shape-rendering":"crispEdges"})}).attr("height",p._height).call(o.fill,l.maskColor),I.rangemode!=="match"&&(b.ensureSingle(x,"rect",l.maskMinOppAxisClassName,function(E){E.attr({y:0,"shape-rendering":"crispEdges"})}).attr("width",p._width).call(o.fill,l.maskOppAxisColor),b.ensureSingle(x,"rect",l.maskMaxOppAxisClassName,function(E){E.attr({y:0,"shape-rendering":"crispEdges"})}).attr("width",p._width).style("border-top",l.maskOppBorder).call(o.fill,l.maskOppAxisColor))}function v(x,w,C,p){w._context.staticPlot||b.ensureSingle(x,"rect",l.slideBoxClassName,function(I){I.attr({y:0,cursor:l.slideBoxCursor,"shape-rendering":"crispEdges"})}).attr({height:p._height,fill:l.slideBoxFill})}function y(x,w,C,p){var I=b.ensureSingle(x,"g",l.grabberMinClassName),E=b.ensureSingle(x,"g",l.grabberMaxClassName),M={x:0,width:l.handleWidth,rx:l.handleRadius,fill:o.background,stroke:o.defaultLine,"stroke-width":l.handleStrokeWidth,"shape-rendering":"crispEdges"},L={y:Math.round(p._height/4),height:Math.round(p._height/2)};b.ensureSingle(I,"rect",l.handleMinClassName,function(P){P.attr(M)}).attr(L),b.ensureSingle(E,"rect",l.handleMaxClassName,function(P){P.attr(M)}).attr(L);var S={width:l.grabAreaWidth,x:0,y:0,fill:l.grabAreaFill,cursor:w._context.staticPlot?void 0:l.grabAreaCursor};b.ensureSingle(I,"rect",l.grabAreaMinClassName,function(P){P.attr(S)}).attr("height",p._height),b.ensureSingle(E,"rect",l.grabAreaMaxClassName,function(P){P.attr(S)}).attr("height",p._height)}Q.exports=function(x){for(var w=x._fullLayout,C=w._rangeSliderData,p=0;p<C.length;p++){var I=C[p][l.name];I._clipId=I._id+"-"+w._uid}var E=w._infolayer.selectAll("g."+l.containerClassName).data(C,function(M){return M._name});E.exit().each(function(M){var L=M[l.name];w._topdefs.select("#"+L._clipId).remove()}).remove(),C.length!==0&&(E.enter().append("g").classed(l.containerClassName,!0).attr("pointer-events","all"),E.each(function(M){var L=c.select(this),S=M[l.name],P=w[n.id2name(M.anchor)],O=S[n.id2name(M.anchor)];if(S.range){var H,U=b.simpleMap(S.range,M.r2l),K=b.simpleMap(M.range,M.r2l);H=K[0]<K[1]?[Math.min(U[0],K[0]),Math.max(U[1],K[1])]:[Math.max(U[0],K[0]),Math.min(U[1],K[1])],S.range=S._input.range=b.simpleMap(H,M.l2r)}M.cleanRange("rangeslider.range");var Z=w._size,N=M.domain;S._width=Z.w*(N[1]-N[0]);var G=Math.round(Z.l+Z.w*N[0]),X=Math.round(Z.t+Z.h*(1-M._counterDomainMin)+(M.side==="bottom"?M._depth:0)+S._offsetShift+l.extraPad);L.attr("transform",d(G,X)),S._rl=b.simpleMap(S.range,M.r2l);var oe=S._rl[0],ne=S._rl[1],te=ne-oe;if(S.p2d=function(ye){return ye/S._width*te+oe},S.d2p=function(ye){return(ye-oe)/te*S._width},M.rangebreaks){var J=M.locateBreaks(oe,ne);if(J.length){var re,ie,Ae=0;for(re=0;re<J.length;re++)Ae+=(ie=J[re]).max-ie.min;var ue=S._width/(ne-oe-Ae),le=[-ue*oe];for(re=0;re<J.length;re++)ie=J[re],le.push(le[le.length-1]-ue*(ie.max-ie.min));for(S.d2p=function(ye){for(var we=le[0],Ce=0;Ce<J.length;Ce++){var Be=J[Ce];if(ye>=Be.max)we=le[Ce+1];else if(ye<Be.min)break}return we+ue*ye},re=0;re<J.length;re++)(ie=J[re]).pmin=S.d2p(ie.min),ie.pmax=S.d2p(ie.max);S.p2d=function(ye){for(var we=le[0],Ce=0;Ce<J.length;Ce++){var Be=J[Ce];if(ye>=Be.pmax)we=le[Ce+1];else if(ye<Be.pmin)break}return(ye-we)/ue}}}if(O.rangemode!=="match"){var fe=P.r2l(O.range[0]),ve=P.r2l(O.range[1])-fe;S.d2pOppAxis=function(ye){return(ye-fe)/ve*S._height}}L.call(g,x,M,S).call(f,x,M,S).call(B,x,M,S).call(m,x,M,S,O).call(v,x,M,S).call(y,x,M,S),function(ye,we,Ce,Be){if(!we._context.staticPlot){var xe=ye.select("rect."+l.slideBoxClassName).node(),Te=ye.select("rect."+l.grabAreaMinClassName).node(),Ie=ye.select("rect."+l.grabAreaMaxClassName).node();ye.on("mousedown",pe),ye.on("touchstart",pe)}function pe(){var ce=c.event,me=ce.target,Fe=u(ce),Qe=Fe-ye.node().getBoundingClientRect().left,Me=Be.d2p(Ce._rl[0]),Le=Be.d2p(Ce._rl[1]),Oe=i.coverSlip();function ge(Ee){var Re,Ne,ze,Ye=+u(Ee)-Fe;switch(me){case xe:if(ze="ew-resize",Me+Ye>Ce._length||Le+Ye<0)return;Re=Me+Ye,Ne=Le+Ye;break;case Te:if(ze="col-resize",Me+Ye>Ce._length)return;Re=Me+Ye,Ne=Le;break;case Ie:if(ze="col-resize",Le+Ye<0)return;Re=Me,Ne=Le+Ye;break;default:ze="ew-resize",Re=Qe,Ne=Qe+Ye}if(Ne<Re){var Je=Ne;Ne=Re,Re=Je}Be._pixelMin=Re,Be._pixelMax=Ne,A(c.select(Oe),ze),function(at,yt,mt,Tt){function St(pt){return mt.l2r(b.constrain(pt,Tt._rl[0],Tt._rl[1]))}var Qt=St(Tt.p2d(Tt._pixelMin)),ut=St(Tt.p2d(Tt._pixelMax));window.requestAnimationFrame(function(){h.call("_guiRelayout",yt,mt._name+".range",[Qt,ut])})}(0,we,Ce,Be)}function _e(){Oe.removeEventListener("mousemove",ge),Oe.removeEventListener("mouseup",_e),this.removeEventListener("touchmove",ge),this.removeEventListener("touchend",_e),b.removeElement(Oe)}this.addEventListener("touchmove",ge),this.addEventListener("touchend",_e),Oe.addEventListener("mousemove",ge),Oe.addEventListener("mouseup",_e)}}(L,x,M,S),function(ye,we,Ce,Be,xe,Te){var Ie=l.handleWidth/2;function pe(Ee){return b.constrain(Ee,0,Be._width)}function ce(Ee){return b.constrain(Ee,0,Be._height)}function me(Ee){return b.constrain(Ee,-Ie,Be._width+Ie)}var Fe=pe(Be.d2p(Ce._rl[0])),Qe=pe(Be.d2p(Ce._rl[1]));if(ye.select("rect."+l.slideBoxClassName).attr("x",Fe).attr("width",Qe-Fe),ye.select("rect."+l.maskMinClassName).attr("width",Fe),ye.select("rect."+l.maskMaxClassName).attr("x",Qe).attr("width",Be._width-Qe),Te.rangemode!=="match"){var Me=Be._height-ce(Be.d2pOppAxis(xe._rl[1])),Le=Be._height-ce(Be.d2pOppAxis(xe._rl[0]));ye.select("rect."+l.maskMinOppAxisClassName).attr("x",Fe).attr("height",Me).attr("width",Qe-Fe),ye.select("rect."+l.maskMaxOppAxisClassName).attr("x",Fe).attr("y",Le).attr("height",Be._height-Le).attr("width",Qe-Fe),ye.select("rect."+l.slideBoxClassName).attr("y",Me).attr("height",Le-Me)}var Oe=.5,ge=Math.round(me(Fe-Ie))-Oe,_e=Math.round(me(Qe-Ie))+Oe;ye.select("g."+l.grabberMinClassName).attr("transform",d(ge,Oe)),ye.select("g."+l.grabberMaxClassName).attr("transform",d(_e,Oe))}(L,0,M,S,P,O),M.side==="bottom"&&r.draw(x,M._id+"title",{propContainer:M,propName:M._name+".title",placeholder:w._dfltTitle.x,attributes:{x:M._offset+M._length/2,y:X+S._height+S._offsetShift+10+1.5*M.title.font.size,"text-anchor":"middle"}})}))}},97944:function(Q,_,e){var c=e(79811),h=e(72736),t=e(74636),b=e(84284).LINE_SPACING,d=t.name;function s(o){var r=o&&o[d];return r&&r.visible}_.isVisible=s,_.makeData=function(o){var r=c.list({_fullLayout:o},"x",!0),a=o.margin,n=[];if(!o._has("gl2d"))for(var i=0;i<r.length;i++){var A=r[i];if(s(A)){n.push(A);var l=A[d];l._id=d+A._id,l._height=(o.height-a.b-a.t)*l.thickness,l._offsetShift=Math.floor(l.borderwidth/2)}}o._rangeSliderData=n},_.autoMarginOpts=function(o,r){var a=o._fullLayout,n=r[d],i=r._id.charAt(0),A=0,l=0;return r.side==="bottom"&&(A=r._depth,r.title.text!==a._dfltTitle[i]&&(l=1.5*r.title.font.size+10+n._offsetShift,l+=(r.title.text.match(h.BR_TAG_ALL)||[]).length*r.title.font.size*b)),{x:0,y:r._counterDomainMin,l:0,r:0,t:0,b:n._height+A+Math.max(a.margin.b,l),pad:t.extraPad+2*n._offsetShift}}},49692:function(Q,_,e){var c=e(3400),h=e(11200),t=e(10936),b=e(97944);Q.exports={moduleType:"component",name:"rangeslider",schema:{subplots:{xaxis:{rangeslider:c.extendFlat({},h,{yaxis:t})}}},layoutAttributes:e(11200),handleDefaults:e(94040),calcAutorange:e(26652),draw:e(20060),isVisible:b.isVisible,makeData:b.makeData,autoMarginOpts:b.autoMarginOpts}},10936:function(Q){Q.exports={_isSubplotObj:!0,rangemode:{valType:"enumerated",values:["auto","fixed","match"],dflt:"match",editType:"calc"},range:{valType:"info_array",items:[{valType:"any",editType:"plot"},{valType:"any",editType:"plot"}],editType:"plot"},editType:"calc"}},93956:function(Q,_,e){var c=e(13916),h=e(52904).line,t=e(98192).u,b=e(92880).extendFlat,d=e(67824).overrideAll,s=e(31780).templatedArray;e(36208),Q.exports=d(s("selection",{type:{valType:"enumerated",values:["rect","path"]},xref:b({},c.xref,{}),yref:b({},c.yref,{}),x0:{valType:"any"},x1:{valType:"any"},y0:{valType:"any"},y1:{valType:"any"},path:{valType:"string",editType:"arraydraw"},opacity:{valType:"number",min:0,max:1,dflt:.7,editType:"arraydraw"},line:{color:h.color,width:b({},h.width,{min:1,dflt:1}),dash:b({},t,{dflt:"dot"})}}),"arraydraw","from-root")},83280:function(Q){Q.exports={BENDPX:1.5,MINSELECT:12,SELECTDELAY:100,SELECTID:"-select"}},74224:function(Q,_,e){var c=e(3400),h=e(54460),t=e(51272),b=e(93956),d=e(65152);function s(o,r,a){function n(M,L){return c.coerce(o,r,b,M,L)}var i=n("path"),A=n("type",i?"path":"rect")!=="path";A&&delete r.path,n("opacity"),n("line.color"),n("line.width"),n("line.dash");for(var l=["x","y"],u=0;u<2;u++){var g,f,B,m=l[u],v={_fullLayout:a},y=h.coerceRef(o,r,v,m);if((g=h.getFromId(v,y))._selectionIndices.push(r._index),B=d.rangeToShapePosition(g),f=d.shapePositionToRange(g),A){var x=m+"0",w=m+"1",C=o[x],p=o[w];o[x]=f(o[x],!0),o[w]=f(o[w],!0),h.coercePosition(r,v,n,y,x),h.coercePosition(r,v,n,y,w);var I=r[x],E=r[w];I!==void 0&&E!==void 0&&(r[x]=B(I),r[w]=B(E),o[x]=C,o[w]=p)}}A&&c.noneOrAll(o,r,["x0","x1","y0","y1"])}Q.exports=function(o,r){t(o,r,{name:"selections",handleItemDefaults:s});for(var a=r.selections,n=0;n<a.length;n++){var i=a[n];i&&i.path===void 0&&(i.x0!==void 0&&i.x1!==void 0&&i.y0!==void 0&&i.y1!==void 0||(r.selections[n]=null))}}},23640:function(Q,_,e){var c=e(9856).readPaths,h=e(55496),t=e(1936).clearOutlineControllers,b=e(76308),d=e(43616),s=e(31780).arrayEditor,o=e(65152),r=o.getPathString;function a(u){var g=u._fullLayout;for(var f in t(u),g._selectionLayer.selectAll("path").remove(),g._plots){var B=g._plots[f].selectionLayer;B&&B.selectAll("path").remove()}for(var m=0;m<g.selections.length;m++)i(u,m)}function n(u){return u._context.editSelection}function i(u,g){u._fullLayout._paperdiv.selectAll('.selectionlayer [data-index="'+g+'"]').remove();var f=o.makeSelectionsOptionsAndPlotinfo(u,g),B=f.options,m=f.plotinfo;B._input&&function(v){var y=r(u,B),x={"data-index":g,"fill-rule":"evenodd",d:y},w=B.opacity,C="rgba(0,0,0,0)",p=B.line.color||b.contrast(u._fullLayout.plot_bgcolor),I=B.line.width,E=B.line.dash;I||(I=5,E="solid");var M=n(u)&&u._fullLayout._activeSelectionIndex===g;M&&(C=u._fullLayout.activeselection.fillcolor,w=u._fullLayout.activeselection.opacity);for(var L=[],S=1;S>=0;S--){var P=v.append("path").attr(x).style("opacity",S?.1:w).call(b.stroke,p).call(b.fill,C).call(d.dashLine,S?"solid":E,S?4+I:I);if(A(P,u,B),M){var O=s(u.layout,"selections",B);P.style({cursor:"move"});var H={element:P.node(),plotinfo:m,gd:u,editHelpers:O,isActiveSelection:!0},U=c(y,u);h(U,P,H)}else P.style("pointer-events",S?"all":"none");L[S]=P}var K=L[0];L[1].node().addEventListener("click",function(){return function(Z,N){if(n(Z)){var G=+N.node().getAttribute("data-index");if(G>=0){if(G===Z._fullLayout._activeSelectionIndex)return void l(Z);Z._fullLayout._activeSelectionIndex=G,Z._fullLayout._deactivateSelection=l,a(Z)}}}(u,K)})}(u._fullLayout._selectionLayer)}function A(u,g,f){var B=f.xref+f.yref;d.setClipUrl(u,"clip"+g._fullLayout._uid+B,g)}function l(u){n(u)&&u._fullLayout._activeSelectionIndex>=0&&(t(u),delete u._fullLayout._activeSelectionIndex,a(u))}Q.exports={draw:a,drawOne:i,activateLastSelection:function(u){if(n(u)){var g=u._fullLayout.selections.length-1;u._fullLayout._activeSelectionIndex=g,u._fullLayout._deactivateSelection=l,a(u)}}}},34200:function(Q,_,e){var c=e(98192).u,h=e(92880).extendFlat;Q.exports={newselection:{mode:{valType:"enumerated",values:["immediate","gradual"],dflt:"immediate",editType:"none"},line:{color:{valType:"color",editType:"none"},width:{valType:"number",min:1,dflt:1,editType:"none"},dash:h({},c,{dflt:"dot",editType:"none"}),editType:"none"},editType:"none"},activeselection:{fillcolor:{valType:"color",dflt:"rgba(0,0,0,0)",editType:"none"},opacity:{valType:"number",min:0,max:1,dflt:.5,editType:"none"},editType:"none"}}},81004:function(Q){Q.exports=function(_,e,c){c("newselection.mode"),c("newselection.line.width")&&(c("newselection.line.color"),c("newselection.line.dash")),c("activeselection.fillcolor"),c("activeselection.opacity")}},5968:function(Q,_,e){var c=e(72760).selectMode,h=e(1936).clearOutline,t=e(9856),b=t.readPaths,d=t.writePaths,s=t.fixDatesForPaths;Q.exports=function(o,r){if(o.length){var a=o[0][0];if(a){var n=a.getAttribute("d"),i=r.gd,A=i._fullLayout.newselection,l=r.plotinfo,u=l.xaxis,g=l.yaxis,f=r.isActiveSelection,B=r.dragmode,m=(i.layout||{}).selections||[];if(!c(B)&&f!==void 0){var v=i._fullLayout._activeSelectionIndex;if(v<m.length)switch(i._fullLayout.selections[v].type){case"rect":B="select";break;case"path":B="lasso"}}var y,x=b(n,i,l,f),w={xref:u._id,yref:g._id,opacity:A.opacity,line:{color:A.line.color,width:A.line.width,dash:A.line.dash}};x.length===1&&(y=x[0]),y&&y.length===5&&B==="select"?(w.type="rect",w.x0=y[0][1],w.y0=y[0][2],w.x1=y[2][1],w.y1=y[2][2]):(w.type="path",u&&g&&s(x,u,g),w.path=d(x),y=null),h(i);for(var C=r.editHelpers,p=(C||{}).modifyItem,I=[],E=0;E<m.length;E++){var M=i._fullLayout.selections[E];if(M){if(I[E]=M._input,f!==void 0&&E===i._fullLayout._activeSelectionIndex){var L=w;switch(M.type){case"rect":p("x0",L.x0),p("x1",L.x1),p("y0",L.y0),p("y1",L.y1);break;case"path":p("path",L.path)}}}else I[E]=M}return f===void 0?(I.push(w),I):C?C.getUpdateObj():{}}}}},5840:function(Q,_,e){var c=e(3400).strTranslate;function h(t,b){switch(t.type){case"log":return t.p2d(b);case"date":return t.p2r(b,0,t.calendar);default:return t.p2r(b)}}Q.exports={p2r:h,r2p:function(t,b){switch(t.type){case"log":return t.d2p(b);case"date":return t.r2p(b,0,t.calendar);default:return t.r2p(b)}},axValue:function(t){var b=t._id.charAt(0)==="y"?1:0;return function(d){return h(t,d[b])}},getTransform:function(t){return c(t.xaxis._offset,t.yaxis._offset)}}},22676:function(Q,_,e){var c=e(23640),h=e(43156);Q.exports={moduleType:"component",name:"selections",layoutAttributes:e(93956),supplyLayoutDefaults:e(74224),supplyDrawNewSelectionDefaults:e(81004),includeBasePlot:e(36632)("selections"),draw:c.draw,drawOne:c.drawOne,reselect:h.reselect,prepSelect:h.prepSelect,clearOutline:h.clearOutline,clearSelectionsCache:h.clearSelectionsCache,selectOnClick:h.selectOnClick}},43156:function(Q,_,e){var c=e(14756),h=e(61456),t=e(24040),b=e(43616).dashStyle,d=e(76308),s=e(93024),o=e(10624).makeEventData,r=e(72760),a=r.freeMode,n=r.rectMode,i=r.drawMode,A=r.openMode,l=r.selectMode,u=e(65152),g=e(85448),f=e(55496),B=e(1936).clearOutline,m=e(9856),v=m.handleEllipse,y=m.readPaths,x=e(93940).newShapes,w=e(5968),C=e(23640).activateLastSelection,p=e(3400),I=p.sorterAsc,E=e(92065),M=e(91200),L=e(79811).getFromId,S=e(73696),P=e(39172).redrawReglTraces,O=e(83280),H=O.MINSELECT,U=E.filter,K=E.tester,Z=e(5840),N=Z.p2r,G=Z.axValue,X=Z.getTransform;function oe(ge){return ge.subplot!==void 0}function ne(ge,_e,Ee,Re,Ne,ze,Ye){var Je,at,yt,mt,Tt,St,Qt,ut,pt,Ot=_e._hoverdata,Xt=_e._fullLayout.clickmode.indexOf("event")>-1,Gt=[];if(function(it){return it&&Array.isArray(it)&&it[0].hoverOnBox!==!0}(Ot)){ie(ge,_e,ze);var jt=function(it,bt){var gt,He,Ke=it[0],vt=-1,At=[];for(He=0;He<bt.length;He++)if(gt=bt[He],Ke.fullData._expandedIndex===gt.cd[0].trace._expandedIndex){if(Ke.hoverOnBox===!0)break;Ke.pointNumber!==void 0?vt=Ke.pointNumber:Ke.binNumber!==void 0&&(vt=Ke.binNumber,At=Ke.pointNumbers);break}return{pointNumber:vt,pointNumbers:At,searchInfo:gt}}(Ot,Je=le(_e,Ee,Re,Ne));if(jt.pointNumbers.length>0?function(it,bt){var gt,He,Ke,vt=[];for(Ke=0;Ke<it.length;Ke++)(gt=it[Ke]).cd[0].trace.selectedpoints&&gt.cd[0].trace.selectedpoints.length>0&&vt.push(gt);if(vt.length===1&&vt[0]===bt.searchInfo&&(He=bt.searchInfo.cd[0].trace).selectedpoints.length===bt.pointNumbers.length){for(Ke=0;Ke<bt.pointNumbers.length;Ke++)if(He.selectedpoints.indexOf(bt.pointNumbers[Ke])<0)return!1;return!0}return!1}(Je,jt):function(it){var bt,gt,He=0;for(gt=0;gt<it.length;gt++)if((bt=it[gt].cd[0].trace).selectedpoints&&(bt.selectedpoints.length>1||(He+=bt.selectedpoints.length)>1))return!1;return He===1}(Je)&&(St=ve(jt))){for(Ye&&Ye.remove(),pt=0;pt<Je.length;pt++)(at=Je[pt])._module.selectPoints(at,!1);ye(_e,Je),Ae(ze),Xt&&Oe(_e)}else{for(Qt=ge.shiftKey&&(St!==void 0?St:ve(jt)),yt=function(it,bt,gt){return{pointNumber:it,searchInfo:bt,subtract:!!gt}}(jt.pointNumber,jt.searchInfo,Qt),mt=re(ze.selectionDefs.concat([yt])),pt=0;pt<Je.length;pt++)if(Tt=Ce(Je[pt]._module.selectPoints(Je[pt],mt),Je[pt]),Gt.length)for(var rt=0;rt<Tt.length;rt++)Gt.push(Tt[rt]);else Gt=Tt;if(ye(_e,Je,ut={points:Gt}),yt&&ze&&ze.selectionDefs.push(yt),Ye){var ot=ze.mergedPolygons,Ge=A(ze.dragmode);f(Be(ot,Ge),Ye,ze)}Xt&&Le(_e,ut)}}}function te(ge){return"pointNumber"in ge&&"searchInfo"in ge}function J(ge){return{xmin:0,xmax:0,ymin:0,ymax:0,pts:[],contains:function(_e,Ee,Re,Ne){var ze=ge.searchInfo.cd[0].trace._expandedIndex;return Ne.cd[0].trace._expandedIndex===ze&&Re===ge.pointNumber},isRect:!1,degenerate:!1,subtract:!!ge.subtract}}function re(ge){if(ge.length){for(var _e=[],Ee=te(ge[0])?0:ge[0][0][0],Re=Ee,Ne=te(ge[0])?0:ge[0][0][1],ze=Ne,Ye=0;Ye<ge.length;Ye++)if(te(ge[Ye]))_e.push(J(ge[Ye]));else{var Je=K(ge[Ye]);Je.subtract=!!ge[Ye].subtract,_e.push(Je),Ee=Math.min(Ee,Je.xmin),Re=Math.max(Re,Je.xmax),Ne=Math.min(Ne,Je.ymin),ze=Math.max(ze,Je.ymax)}return{xmin:Ee,xmax:Re,ymin:Ne,ymax:ze,pts:[],contains:function(at,yt,mt,Tt){for(var St=!1,Qt=0;Qt<_e.length;Qt++)_e[Qt].contains(at,yt,mt,Tt)&&(St=!_e[Qt].subtract);return St},isRect:!1,degenerate:!1}}}function ie(ge,_e,Ee){var Re=_e._fullLayout,Ne=Ee.plotinfo,ze=Ee.dragmode,Ye=Re._lastSelectedSubplot&&Re._lastSelectedSubplot===Ne.id,Je=(ge.shiftKey||ge.altKey)&&!(i(ze)&&A(ze));Ye&&Je&&Ne.selection&&Ne.selection.selectionDefs&&!Ee.selectionDefs?(Ee.selectionDefs=Ne.selection.selectionDefs,Ee.mergedPolygons=Ne.selection.mergedPolygons):Je&&Ne.selection||Ae(Ee),Ye||(B(_e),Re._lastSelectedSubplot=Ne.id)}function Ae(ge,_e){var Ee=ge.dragmode,Re=ge.plotinfo,Ne=ge.gd;(function(Tt){return Tt._fullLayout._activeShapeIndex>=0})(Ne)&&Ne._fullLayout._deactivateShape(Ne),function(Tt){return Tt._fullLayout._activeSelectionIndex>=0}(Ne)&&Ne._fullLayout._deactivateSelection(Ne);var ze=Ne._fullLayout._zoomlayer,Ye=i(Ee),Je=l(Ee);if(Ye||Je){var at,yt,mt=ze.selectAll(".select-outline-"+Re.id);mt&&Ne._fullLayout._outlining&&(Ye&&(at=x(mt,ge)),at&&t.call("_guiRelayout",Ne,{shapes:at}),Je&&!oe(ge)&&(yt=w(mt,ge)),yt&&(Ne._fullLayout._noEmitSelectedAtStart=!0,t.call("_guiRelayout",Ne,{selections:yt}).then(function(){_e&&C(Ne)})),Ne._fullLayout._outlining=!1)}Re.selection={},Re.selection.selectionDefs=ge.selectionDefs=[],Re.selection.mergedPolygons=ge.mergedPolygons=[]}function ue(ge){return ge._id}function le(ge,_e,Ee,Re){if(!ge.calcdata)return[];var Ne,ze,Ye,Je=[],at=_e.map(ue),yt=Ee.map(ue);for(Ye=0;Ye<ge.calcdata.length;Ye++)if((ze=(Ne=ge.calcdata[Ye])[0].trace).visible===!0&&ze._module&&ze._module.selectPoints)if(!oe({subplot:Re})||ze.subplot!==Re&&ze.geo!==Re)if(ze.type==="splom"){if(ze._xaxes[at[0]]&&ze._yaxes[yt[0]]){var mt=fe(ze._module,Ne,_e[0],Ee[0]);mt.scene=ge._fullLayout._splomScenes[ze.uid],Je.push(mt)}}else if(ze.type==="sankey"){var Tt=fe(ze._module,Ne,_e[0],Ee[0]);Je.push(Tt)}else{if(!(at.indexOf(ze.xaxis)!==-1||ze._xA&&ze._xA.overlaying)||!(yt.indexOf(ze.yaxis)!==-1||ze._yA&&ze._yA.overlaying))continue;Je.push(fe(ze._module,Ne,L(ge,ze.xaxis),L(ge,ze.yaxis)))}else Je.push(fe(ze._module,Ne,_e[0],Ee[0]));return Je}function fe(ge,_e,Ee,Re){return{_module:ge,cd:_e,xaxis:Ee,yaxis:Re}}function ve(ge){var _e=ge.searchInfo.cd[0].trace,Ee=ge.pointNumber,Re=ge.pointNumbers,Ne=Re.length>0?Re[0]:Ee;return!!_e.selectedpoints&&_e.selectedpoints.indexOf(Ne)>-1}function ye(ge,_e,Ee){var Re,Ne;for(Re=0;Re<_e.length;Re++){var ze=_e[Re].cd[0].trace._fullInput,Ye=ge._fullLayout._tracePreGUI[ze.uid]||{};Ye.selectedpoints===void 0&&(Ye.selectedpoints=ze._input.selectedpoints||null)}if(Ee){var Je=Ee.points||[];for(Re=0;Re<_e.length;Re++)(Ne=_e[Re].cd[0].trace)._input.selectedpoints=Ne._fullInput.selectedpoints=[],Ne._fullInput!==Ne&&(Ne.selectedpoints=[]);for(var at=0;at<Je.length;at++){var yt=Je[at],mt=yt.data,Tt=yt.fullData,St=yt.pointIndex,Qt=yt.pointIndices;Qt?([].push.apply(mt.selectedpoints,Qt),Ne._fullInput!==Ne&&[].push.apply(Tt.selectedpoints,Qt)):(mt.selectedpoints.push(St),Ne._fullInput!==Ne&&Tt.selectedpoints.push(St))}}else for(Re=0;Re<_e.length;Re++)delete(Ne=_e[Re].cd[0].trace).selectedpoints,delete Ne._input.selectedpoints,Ne._fullInput!==Ne&&delete Ne._fullInput.selectedpoints;(function(ut,pt){for(var Ot=!1,Xt=0;Xt<pt.length;Xt++){var Gt=pt[Xt],jt=Gt.cd;t.traceIs(jt[0].trace,"regl")&&(Ot=!0);var rt=Gt._module,ot=rt.styleOnSelect||rt.style;ot&&(ot(ut,jt,jt[0].node3),jt[0].nodeRangePlot3&&ot(ut,jt,jt[0].nodeRangePlot3))}Ot&&(S(ut),P(ut))})(ge,_e)}function we(ge,_e,Ee){for(var Re=(Ee?c.difference:c.union)({regions:ge},{regions:[_e]}).regions.reverse(),Ne=0;Ne<Re.length;Ne++){var ze=Re[Ne];ze.subtract=me(ze,Re.slice(0,Ne))}return Re}function Ce(ge,_e){if(Array.isArray(ge))for(var Ee=_e.cd,Re=_e.cd[0].trace,Ne=0;Ne<ge.length;Ne++)ge[Ne]=o(ge[Ne],Re,Ee);return ge}function Be(ge,_e){for(var Ee=[],Re=0;Re<ge.length;Re++){Ee[Re]=[];for(var Ne=0;Ne<ge[Re].length;Ne++){Ee[Re][Ne]=[],Ee[Re][Ne][0]=Ne?"L":"M";for(var ze=0;ze<ge[Re][Ne].length;ze++)Ee[Re][Ne].push(ge[Re][Ne][ze])}_e||Ee[Re].push(["Z",Ee[Re][0][1],Ee[Re][0][2]])}return Ee}function xe(ge,_e){for(var Ee,Re,Ne=[],ze=[],Ye=0;Ye<_e.length;Ye++){var Je=_e[Ye];Re=Je._module.selectPoints(Je,ge),ze.push(Re),Ee=Ce(Re,Je),Ne=Ne.concat(Ee)}return Ne}function Te(ge,_e,Ee,Re,Ne){var ze,Ye,Je,at=!!Re;Ne&&(ze=Ne.plotinfo,Ye=Ne.xaxes[0]._id,Je=Ne.yaxes[0]._id);var yt=[],mt=[],Tt=ce(ge),St=ge._fullLayout;if(ze){var Qt=St._zoomlayer,ut=St.dragmode,pt=i(ut),Ot=l(ut);if(pt||Ot){var Xt=L(ge,Ye,"x"),Gt=L(ge,Je,"y");if(Xt&&Gt){var jt=Qt.selectAll(".select-outline-"+ze.id);if(jt&&ge._fullLayout._outlining&&jt.length){for(var rt=jt[0][0].getAttribute("d"),ot=y(rt,ge,ze),Ge=[],it=0;it<ot.length;it++){for(var bt=ot[it],gt=[],He=0;He<bt.length;He++)gt.push([Fe(Xt,bt[He][1]),Fe(Gt,bt[He][2])]);gt.xref=Ye,gt.yref=Je,gt.subtract=me(gt,Ge),Ge.push(gt)}Tt=Tt.concat(Ge)}}}}var Ke=Ye&&Je?[Ye+Je]:St._subplots.cartesian;(function(nn){var tn=nn.calcdata;if(tn)for(var rn=0;rn<tn.length;rn++){var dn=tn[rn][0].trace,sn=nn._fullLayout._splomScenes;if(sn){var En=sn[dn.uid];En&&(En.selectBatch=[])}}})(ge);for(var vt={},At=0;At<Ke.length;At++){var wt=Ke[At],ct=wt.indexOf("y"),Ct=wt.slice(0,ct),dt=wt.slice(ct),Pt=Ye&&Je?Ee:void 0;if(Pt=pe(Tt,Ct,dt,Pt)){var kt=Re;if(!at){var Mt=L(ge,Ct,"x"),Ht=L(ge,dt,"y");kt=le(ge,[Mt],[Ht],wt);for(var Vt=0;Vt<kt.length;Vt++){var qt=kt[Vt],Ar=qt.cd[0],Br=Ar.trace;if(qt._module.name==="scattergl"&&!Ar.t.xpx){var ir=Br.x,rr=Br.y,mr=Br._length;Ar.t.xpx=[],Ar.t.ypx=[];for(var Xr=0;Xr<mr;Xr++)Ar.t.xpx[Xr]=Mt.c2p(ir[Xr]),Ar.t.ypx[Xr]=Ht.c2p(rr[Xr])}qt._module.name==="splom"&&(vt[Br.uid]||(vt[Br.uid]=!0))}}var Kr=xe(Pt,kt);yt=yt.concat(Kr),mt=mt.concat(kt)}}var Sr={points:yt};ye(ge,mt,Sr);var pr=St.clickmode.indexOf("event")>-1&&_e;if(!ze&&_e){var Cr=ce(ge,!0);if(Cr.length){var br=Cr[0].xref,Mr=Cr[0].yref;if(br&&Mr){var jr=Qe(Cr);Me([L(ge,br,"x"),L(ge,Mr,"y")])(Sr,jr)}}ge._fullLayout._noEmitSelectedAtStart?ge._fullLayout._noEmitSelectedAtStart=!1:pr&&Le(ge,Sr),St._reselect=!1}if(!ze&&St._deselect){var Jr=St._deselect;(function(nn,tn,rn){for(var dn=0;dn<rn.length;dn++){var sn=rn[dn];if(sn.xaxis&&sn.xaxis._id===nn&&sn.yaxis&&sn.yaxis._id===tn)return!0}return!1})(Ye=Jr.xref,Je=Jr.yref,mt)||Ie(ge,Ye,Je,Re),pr&&(Sr.points.length?Le(ge,Sr):Oe(ge)),St._deselect=!1}return{eventData:Sr,selectionTesters:Ee}}function Ie(ge,_e,Ee,Re){Re=le(ge,[L(ge,_e,"x")],[L(ge,Ee,"y")],_e+Ee);for(var Ne=0;Ne<Re.length;Ne++){var ze=Re[Ne];ze._module.selectPoints(ze,!1)}ye(ge,Re)}function pe(ge,_e,Ee,Re){for(var Ne,ze=0;ze<ge.length;ze++){var Ye=ge[ze];_e===Ye.xref&&Ee===Ye.yref&&(Ne?Re=re(Ne=we(Ne,Ye,!!Ye.subtract)):(Ne=[Ye],Re=K(Ye)))}return Re}function ce(ge,_e){for(var Ee=[],Re=ge._fullLayout,Ne=Re.selections,ze=Ne.length,Ye=0;Ye<ze;Ye++)if(!_e||Ye===Re._activeSelectionIndex){var Je=Ne[Ye];if(Je){var at,yt,mt,Tt,St,Qt=Je.xref,ut=Je.yref,pt=L(ge,Qt,"x"),Ot=L(ge,ut,"y");if(Je.type==="rect"){St=[];var Xt=Fe(pt,Je.x0),Gt=Fe(pt,Je.x1),jt=Fe(Ot,Je.y0),rt=Fe(Ot,Je.y1);St=[[Xt,jt],[Xt,rt],[Gt,rt],[Gt,jt]],at=Math.min(Xt,Gt),yt=Math.max(Xt,Gt),mt=Math.min(jt,rt),Tt=Math.max(jt,rt),St.xmin=at,St.xmax=yt,St.ymin=mt,St.ymax=Tt,St.xref=Qt,St.yref=ut,St.subtract=!1,St.isRect=!0,Ee.push(St)}else if(Je.type==="path")for(var ot=Je.path.split("Z"),Ge=[],it=0;it<ot.length;it++){var bt=ot[it];if(bt){bt+="Z";var gt=u.extractPathCoords(bt,g.paramIsX,"raw"),He=u.extractPathCoords(bt,g.paramIsY,"raw");at=1/0,yt=-1/0,mt=1/0,Tt=-1/0,St=[];for(var Ke=0;Ke<gt.length;Ke++){var vt=Fe(pt,gt[Ke]),At=Fe(Ot,He[Ke]);St.push([vt,At]),at=Math.min(vt,at),yt=Math.max(vt,yt),mt=Math.min(At,mt),Tt=Math.max(At,Tt)}St.xmin=at,St.xmax=yt,St.ymin=mt,St.ymax=Tt,St.xref=Qt,St.yref=ut,St.subtract=me(St,Ge),Ge.push(St),Ee.push(St)}}}}return Ee}function me(ge,_e){for(var Ee=!1,Re=0;Re<_e.length;Re++)for(var Ne=_e[Re],ze=0;ze<ge.length;ze++)if(h(ge[ze],Ne)){Ee=!Ee;break}return Ee}function Fe(ge,_e){return ge.type==="date"&&(_e=_e.replace("_"," ")),ge.type==="log"?ge.c2p(_e):ge.r2p(_e,null,ge.calendar)}function Qe(ge){for(var _e=ge.length,Ee=[],Re=0;Re<_e;Re++){var Ne=ge[Re];Ee=(Ee=Ee.concat(Ne)).concat([Ne[0]])}return(ze=Ee).isRect=ze.length===5&&ze[0][0]===ze[4][0]&&ze[0][1]===ze[4][1]&&ze[0][0]===ze[1][0]&&ze[2][0]===ze[3][0]&&ze[0][1]===ze[3][1]&&ze[1][1]===ze[2][1]||ze[0][1]===ze[1][1]&&ze[2][1]===ze[3][1]&&ze[0][0]===ze[3][0]&&ze[1][0]===ze[2][0],ze.isRect&&(ze.xmin=Math.min(ze[0][0],ze[2][0]),ze.xmax=Math.max(ze[0][0],ze[2][0]),ze.ymin=Math.min(ze[0][1],ze[2][1]),ze.ymax=Math.max(ze[0][1],ze[2][1])),ze;var ze}function Me(ge){return function(_e,Ee){for(var Re,Ne,ze=0;ze<ge.length;ze++){var Ye=ge[ze],Je=Ye._id,at=Je.charAt(0);if(Ee.isRect){Re||(Re={});var yt=Ee[at+"min"],mt=Ee[at+"max"];yt!==void 0&&mt!==void 0&&(Re[Je]=[N(Ye,yt),N(Ye,mt)].sort(I))}else Ne||(Ne={}),Ne[Je]=Ee.map(G(Ye))}Re&&(_e.range=Re),Ne&&(_e.lassoPoints=Ne)}}function Le(ge,_e){_e&&(_e.selections=(ge.layout||{}).selections||[]),ge.emit("plotly_selected",_e)}function Oe(ge){ge.emit("plotly_deselect",null)}Q.exports={reselect:Te,prepSelect:function(ge,_e,Ee,Re,Ne){var ze=!oe(Re),Ye=a(Ne),Je=n(Ne),at=A(Ne),yt=i(Ne),mt=l(Ne),Tt=Ne==="drawcircle",St=Ne==="drawline"||Tt,Qt=Re.gd,ut=Qt._fullLayout,pt=mt&&ut.newselection.mode==="immediate"&&ze,Ot=ut._zoomlayer,Xt=Re.element.getBoundingClientRect(),Gt=Re.plotinfo,jt=X(Gt),rt=_e-Xt.left,ot=Ee-Xt.top;ut._calcInverseTransform(Qt);var Ge=p.apply3DTransform(ut._invTransform)(rt,ot);rt=Ge[0],ot=Ge[1];var it,bt,gt,He,Ke,vt,At,wt=ut._invScaleX,ct=ut._invScaleY,Ct=rt,dt=ot,Pt="M"+rt+","+ot,kt=Re.xaxes[0],Mt=Re.yaxes[0],Ht=kt._length,Vt=Mt._length,qt=ge.altKey&&!(i(Ne)&&at);ie(ge,Qt,Re),Ye&&(it=U([[rt,ot]],O.BENDPX));var Ar=Ot.selectAll("path.select-outline-"+Gt.id).data([1]),Br=yt?ut.newshape:ut.newselection;yt&&(Re.hasText=Br.label.text||Br.label.texttemplate);var ir=yt&&!at?Br.fillcolor:"rgba(0,0,0,0)",rr=Br.line.color||(ze?d.contrast(Qt._fullLayout.plot_bgcolor):"#7f7f7f");Ar.enter().append("path").attr("class","select-outline select-outline-"+Gt.id).style({opacity:yt?Br.opacity/2:1,"stroke-dasharray":b(Br.line.dash,Br.line.width),"stroke-width":Br.line.width+"px","shape-rendering":"crispEdges"}).call(d.stroke,rr).call(d.fill,ir).attr("fill-rule","evenodd").classed("cursor-move",!!yt).attr("transform",jt).attr("d",Pt+"Z");var mr=Ot.append("path").attr("class","zoombox-corners").style({fill:d.background,stroke:d.defaultLine,"stroke-width":1}).attr("transform",jt).attr("d","M0,0Z");if(yt&&Re.hasText){var Xr=Ot.select(".label-temp");Xr.empty()&&(Xr=Ot.append("g").classed("label-temp",!0).classed("select-outline",!0).style({opacity:.8}))}var Kr=ut._uid+O.SELECTID,Sr=[],pr=le(Qt,Re.xaxes,Re.yaxes,Re.subplot);pt&&!ge.shiftKey&&(Re._clearSubplotSelections=function(){if(ze){var br=kt._id,Mr=Mt._id;Ie(Qt,br,Mr,pr);for(var jr=(Qt.layout||{}).selections||[],Jr=[],nn=!1,tn=0;tn<jr.length;tn++){var rn=ut.selections[tn];rn.xref!==br||rn.yref!==Mr?Jr.push(jr[tn]):nn=!0}nn&&(Qt._fullLayout._noEmitSelectedAtStart=!0,t.call("_guiRelayout",Qt,{selections:Jr}))}});var Cr=function(br){return br.plotinfo.fillRangeItems||Me(br.xaxes.concat(br.yaxes))}(Re);Re.moveFn=function(br,Mr){Re._clearSubplotSelections&&(Re._clearSubplotSelections(),Re._clearSubplotSelections=void 0),Ct=Math.max(0,Math.min(Ht,wt*br+rt)),dt=Math.max(0,Math.min(Vt,ct*Mr+ot));var jr=Math.abs(Ct-rt),Jr=Math.abs(dt-ot);if(Je){var nn,tn,rn;if(mt){var dn=ut.selectdirection;switch(nn=dn==="any"?Jr<Math.min(.6*jr,H)?"h":jr<Math.min(.6*Jr,H)?"v":"d":dn){case"h":tn=Tt?Vt/2:0,rn=Vt;break;case"v":tn=Tt?Ht/2:0,rn=Ht}}if(yt)switch(ut.newshape.drawdirection){case"vertical":nn="h",tn=Tt?Vt/2:0,rn=Vt;break;case"horizontal":nn="v",tn=Tt?Ht/2:0,rn=Ht;break;case"ortho":jr<Jr?(nn="h",tn=ot,rn=dt):(nn="v",tn=rt,rn=Ct);break;default:nn="d"}nn==="h"?((He=St?v(Tt,[Ct,tn],[Ct,rn]):[[rt,tn],[rt,rn],[Ct,rn],[Ct,tn]]).xmin=St?Ct:Math.min(rt,Ct),He.xmax=St?Ct:Math.max(rt,Ct),He.ymin=Math.min(tn,rn),He.ymax=Math.max(tn,rn),mr.attr("d","M"+He.xmin+","+(ot-H)+"h-4v"+2*H+"h4ZM"+(He.xmax-1)+","+(ot-H)+"h4v"+2*H+"h-4Z")):nn==="v"?((He=St?v(Tt,[tn,dt],[rn,dt]):[[tn,ot],[tn,dt],[rn,dt],[rn,ot]]).xmin=Math.min(tn,rn),He.xmax=Math.max(tn,rn),He.ymin=St?dt:Math.min(ot,dt),He.ymax=St?dt:Math.max(ot,dt),mr.attr("d","M"+(rt-H)+","+He.ymin+"v-4h"+2*H+"v4ZM"+(rt-H)+","+(He.ymax-1)+"v4h"+2*H+"v-4Z")):nn==="d"&&((He=St?v(Tt,[rt,ot],[Ct,dt]):[[rt,ot],[rt,dt],[Ct,dt],[Ct,ot]]).xmin=Math.min(rt,Ct),He.xmax=Math.max(rt,Ct),He.ymin=Math.min(ot,dt),He.ymax=Math.max(ot,dt),mr.attr("d","M0,0Z"))}else Ye&&(it.addPt([Ct,dt]),He=it.filtered);if(Re.selectionDefs&&Re.selectionDefs.length?(gt=we(Re.mergedPolygons,He,qt),He.subtract=qt,bt=re(Re.selectionDefs.concat([He]))):(gt=[He],bt=K(He)),f(Be(gt,at),Ar,Re),mt){var sn,En=Te(Qt,!1),On=En.eventData?En.eventData.points.slice():[];En=Te(Qt,!1,bt,pr,Re),bt=En.selectionTesters,At=En.eventData,sn=it?it.filtered:Qe(gt),M.throttle(Kr,O.SELECTDELAY,function(){for(var Un=(Sr=xe(bt,pr)).slice(),Cn=0;Cn<On.length;Cn++){for(var ni=On[Cn],or=!1,wr=0;wr<Un.length;wr++)if(Un[wr].curveNumber===ni.curveNumber&&Un[wr].pointNumber===ni.pointNumber){or=!0;break}or||Un.push(ni)}Un.length&&(At||(At={}),At.points=Un),Cr(At,sn),function(Hr,Or){Hr.emit("plotly_selecting",Or)}(Qt,At)})}},Re.clickFn=function(br,Mr){if(mr.remove(),Qt._fullLayout._activeShapeIndex>=0)Qt._fullLayout._deactivateShape(Qt);else if(!yt){var jr=ut.clickmode;M.done(Kr).then(function(){if(M.clear(Kr),br===2){for(Ar.remove(),Ke=0;Ke<pr.length;Ke++)(vt=pr[Ke])._module.selectPoints(vt,!1);if(ye(Qt,pr),Ae(Re),Oe(Qt),pr.length){var Jr=pr[0].xaxis,nn=pr[0].yaxis;if(Jr&&nn){for(var tn=[],rn=Qt._fullLayout.selections,dn=0;dn<rn.length;dn++){var sn=rn[dn];sn&&(sn.xref===Jr._id&&sn.yref===nn._id||tn.push(sn))}tn.length<rn.length&&(Qt._fullLayout._noEmitSelectedAtStart=!0,t.call("_guiRelayout",Qt,{selections:tn}))}}}else jr.indexOf("select")>-1&&ne(Mr,Qt,Re.xaxes,Re.yaxes,Re.subplot,Re,Ar),jr==="event"&&Le(Qt,void 0);s.click(Qt,Mr,Gt.id)}).catch(p.error)}},Re.doneFn=function(){mr.remove(),M.done(Kr).then(function(){M.clear(Kr),!pt&&He&&Re.selectionDefs&&(He.subtract=qt,Re.selectionDefs.push(He),Re.mergedPolygons.length=0,[].push.apply(Re.mergedPolygons,gt)),(pt||yt)&&Ae(Re,pt),Re.doneFnCompleted&&Re.doneFnCompleted(Sr),mt&&Le(Qt,At)}).catch(p.error)}},clearOutline:B,clearSelectionsCache:Ae,selectOnClick:ne}},46056:function(Q,_,e){var c=e(13916),h=e(25376),t=e(52904).line,b=e(98192).u,d=e(92880).extendFlat,s=e(31780).templatedArray,o=(e(36208),e(45464)),r=e(21776).ye,a=e(97728);Q.exports=s("shape",{visible:d({},o.visible,{editType:"calc+arraydraw"}),showlegend:{valType:"boolean",dflt:!1,editType:"calc+arraydraw"},legend:d({},o.legend,{editType:"calc+arraydraw"}),legendgroup:d({},o.legendgroup,{editType:"calc+arraydraw"}),legendgrouptitle:{text:d({},o.legendgrouptitle.text,{editType:"calc+arraydraw"}),font:h({editType:"calc+arraydraw"}),editType:"calc+arraydraw"},legendrank:d({},o.legendrank,{editType:"calc+arraydraw"}),legendwidth:d({},o.legendwidth,{editType:"calc+arraydraw"}),type:{valType:"enumerated",values:["circle","rect","path","line"],editType:"calc+arraydraw"},layer:{valType:"enumerated",values:["below","above"],dflt:"above",editType:"arraydraw"},xref:d({},c.xref,{}),xsizemode:{valType:"enumerated",values:["scaled","pixel"],dflt:"scaled",editType:"calc+arraydraw"},xanchor:{valType:"any",editType:"calc+arraydraw"},x0:{valType:"any",editType:"calc+arraydraw"},x1:{valType:"any",editType:"calc+arraydraw"},yref:d({},c.yref,{}),ysizemode:{valType:"enumerated",values:["scaled","pixel"],dflt:"scaled",editType:"calc+arraydraw"},yanchor:{valType:"any",editType:"calc+arraydraw"},y0:{valType:"any",editType:"calc+arraydraw"},y1:{valType:"any",editType:"calc+arraydraw"},path:{valType:"string",editType:"calc+arraydraw"},opacity:{valType:"number",min:0,max:1,dflt:1,editType:"arraydraw"},line:{color:d({},t.color,{editType:"arraydraw"}),width:d({},t.width,{editType:"calc+arraydraw"}),dash:d({},b,{editType:"arraydraw"}),editType:"calc+arraydraw"},fillcolor:{valType:"color",dflt:"rgba(0,0,0,0)",editType:"arraydraw"},fillrule:{valType:"enumerated",values:["evenodd","nonzero"],dflt:"evenodd",editType:"arraydraw"},editable:{valType:"boolean",dflt:!1,editType:"calc+arraydraw"},label:{text:{valType:"string",dflt:"",editType:"arraydraw"},texttemplate:r({},{keys:Object.keys(a)}),font:h({editType:"calc+arraydraw",colorEditType:"arraydraw"}),textposition:{valType:"enumerated",values:["top left","top center","top right","middle left","middle center","middle right","bottom left","bottom center","bottom right","start","middle","end"],editType:"arraydraw"},textangle:{valType:"angle",dflt:"auto",editType:"calc+arraydraw"},xanchor:{valType:"enumerated",values:["auto","left","center","right"],dflt:"auto",editType:"calc+arraydraw"},yanchor:{valType:"enumerated",values:["top","middle","bottom"],editType:"calc+arraydraw"},padding:{valType:"number",dflt:3,min:0,editType:"arraydraw"},editType:"arraydraw"},editType:"arraydraw"})},96084:function(Q,_,e){var c=e(3400),h=e(54460),t=e(85448),b=e(65152);function d(a){return o(a.line.width,a.xsizemode,a.x0,a.x1,a.path,!1)}function s(a){return o(a.line.width,a.ysizemode,a.y0,a.y1,a.path,!0)}function o(a,n,i,A,l,u){var g=a/2,f=u;if(n==="pixel"){var B=l?b.extractPathCoords(l,u?t.paramIsY:t.paramIsX):[i,A],m=c.aggNums(Math.max,null,B),v=c.aggNums(Math.min,null,B),y=v<0?Math.abs(v)+g:g,x=m>0?m+g:g;return{ppad:g,ppadplus:f?y:x,ppadminus:f?x:y}}return{ppad:g}}function r(a,n,i,A,l){var u=a.type==="category"||a.type==="multicategory"?a.r2c:a.d2c;if(n!==void 0)return[u(n),u(i)];if(A){var g,f,B,m,v=1/0,y=-1/0,x=A.match(t.segmentRE);for(a.type==="date"&&(u=b.decodeDate(u)),g=0;g<x.length;g++)(f=l[x[g].charAt(0)].drawn)!==void 0&&(!(B=x[g].substr(1).match(t.paramRE))||B.length<f||((m=u(B[f]))<v&&(v=m),m>y&&(y=m)));return y>=v?[v,y]:void 0}}Q.exports=function(a){var n=a._fullLayout,i=c.filterVisible(n.shapes);if(i.length&&a._fullData.length)for(var A=0;A<i.length;A++){var l,u,g=i[A];g._extremes={};var f=h.getRefType(g.xref),B=h.getRefType(g.yref);if(g.xref!=="paper"&&f!=="domain"){var m=g.xsizemode==="pixel"?g.xanchor:g.x0,v=g.xsizemode==="pixel"?g.xanchor:g.x1;(u=r(l=h.getFromId(a,g.xref),m,v,g.path,t.paramIsX))&&(g._extremes[l._id]=h.findExtremes(l,u,d(g)))}if(g.yref!=="paper"&&B!=="domain"){var y=g.ysizemode==="pixel"?g.yanchor:g.y0,x=g.ysizemode==="pixel"?g.yanchor:g.y1;(u=r(l=h.getFromId(a,g.yref),y,x,g.path,t.paramIsY))&&(g._extremes[l._id]=h.findExtremes(l,u,s(g)))}}}},85448:function(Q){Q.exports={segmentRE:/[MLHVQCTSZ][^MLHVQCTSZ]*/g,paramRE:/[^\s,]+/g,paramIsX:{M:{0:!0,drawn:0},L:{0:!0,drawn:0},H:{0:!0,drawn:0},V:{},Q:{0:!0,2:!0,drawn:2},C:{0:!0,2:!0,4:!0,drawn:4},T:{0:!0,drawn:0},S:{0:!0,2:!0,drawn:2},Z:{}},paramIsY:{M:{1:!0,drawn:1},L:{1:!0,drawn:1},H:{},V:{0:!0,drawn:0},Q:{1:!0,3:!0,drawn:3},C:{1:!0,3:!0,5:!0,drawn:5},T:{1:!0,drawn:1},S:{1:!0,3:!0,drawn:5},Z:{}},numParams:{M:2,L:2,H:1,V:1,Q:4,C:6,T:2,S:4,Z:0}}},43712:function(Q,_,e){var c=e(3400),h=e(54460),t=e(51272),b=e(46056),d=e(65152);function s(o,r,a){function n(Z,N){return c.coerce(o,r,b,Z,N)}if(r._isShape=!0,n("visible")){n("showlegend")&&(n("legend"),n("legendwidth"),n("legendgroup"),n("legendgrouptitle.text"),c.coerceFont(n,"legendgrouptitle.font"),n("legendrank"));var i=n("path"),A=n("type",i?"path":"rect"),l=A!=="path";l&&delete r.path,n("editable"),n("layer"),n("opacity"),n("fillcolor"),n("fillrule"),n("line.width")&&(n("line.color"),n("line.dash"));for(var u=n("xsizemode"),g=n("ysizemode"),f=["x","y"],B=0;B<2;B++){var m,v,y,x=f[B],w=x+"anchor",C=x==="x"?u:g,p={_fullLayout:a},I=h.coerceRef(o,r,p,x,void 0,"paper");if(h.getRefType(I)==="range"?((m=h.getFromId(p,I))._shapeIndices.push(r._index),y=d.rangeToShapePosition(m),v=d.shapePositionToRange(m)):v=y=c.identity,l){var E=x+"0",M=x+"1",L=o[E],S=o[M];o[E]=v(o[E],!0),o[M]=v(o[M],!0),C==="pixel"?(n(E,0),n(M,10)):(h.coercePosition(r,p,n,I,E,.25),h.coercePosition(r,p,n,I,M,.75)),r[E]=y(r[E]),r[M]=y(r[M]),o[E]=L,o[M]=S}if(C==="pixel"){var P=o[w];o[w]=v(o[w],!0),h.coercePosition(r,p,n,I,w,.25),r[w]=y(r[w]),o[w]=P}}l&&c.noneOrAll(o,r,["x0","x1","y0","y1"]);var O,H,U=A==="line";if(l&&(O=n("label.texttemplate")),O||(H=n("label.text")),H||O){n("label.textangle");var K=n("label.textposition",U?"middle":"middle center");n("label.xanchor"),n("label.yanchor",function(Z,N){return Z?"bottom":N.indexOf("top")!==-1?"top":N.indexOf("bottom")!==-1?"bottom":"middle"}(U,K)),n("label.padding"),c.coerceFont(n,"label.font",a.font)}}}Q.exports=function(o,r){t(o,r,{name:"shapes",handleItemDefaults:s})}},60728:function(Q,_,e){var c=e(3400),h=e(54460),t=e(72736),b=e(43616),d=e(9856).readPaths,s=e(65152),o=s.getPathString,r=e(97728),a=e(84284).FROM_TL;Q.exports=function(n,i,A,l){if(l.selectAll(".shape-label").remove(),A.label.text||A.label.texttemplate){var u;if(A.label.texttemplate){var g={};if(A.type!=="path"){var f=h.getFromId(n,A.xref),B=h.getFromId(n,A.yref);for(var m in r){var v=r[m](A,f,B);v!==void 0&&(g[m]=v)}}u=c.texttemplateStringForShapes(A.label.texttemplate,{},n._fullLayout._d3locale,g)}else u=A.label.text;var y,x,w,C,p={"data-index":i},I=A.label.font,E=l.append("g").attr(p).classed("shape-label",!0).append("text").attr({"data-notex":1}).classed("shape-label-text",!0).text(u);if(A.path){var M=o(n,A),L=d(M,n);y=1/0,w=1/0,x=-1/0,C=-1/0;for(var S=0;S<L.length;S++)for(var P=0;P<L[S].length;P++)for(var O=L[S][P],H=1;H<O.length;H+=2){var U=O[H],K=O[H+1];y=Math.min(y,U),x=Math.max(x,U),w=Math.min(w,K),C=Math.max(C,K)}}else{var Z=h.getFromId(n,A.xref),N=h.getRefType(A.xref),G=h.getFromId(n,A.yref),X=h.getRefType(A.yref),oe=s.getDataToPixel(n,Z,!1,N),ne=s.getDataToPixel(n,G,!0,X);y=oe(A.x0),x=oe(A.x1),w=ne(A.y0),C=ne(A.y1)}var te=A.label.textangle;te==="auto"&&(te=A.type==="line"?function(ue,le,fe,ve){var ye,we;return we=Math.abs(fe-ue),ye=fe>=ue?le-ve:ve-le,-180/Math.PI*Math.atan2(ye,we)}(y,w,x,C):0),E.call(function(ue){return ue.call(b.font,I).attr({}),t.convertToTspans(ue,n),ue});var J=function(ue,le,fe,ve,ye,we,Ce){var Be,xe,Te,Ie,pe=ye.label.textposition,ce=ye.label.textangle,me=ye.label.padding,Fe=ye.type,Qe=Math.PI/180*we,Me=Math.sin(Qe),Le=Math.cos(Qe),Oe=ye.label.xanchor,ge=ye.label.yanchor;if(Fe==="line"){pe==="start"?(Be=ue,xe=le):pe==="end"?(Be=fe,xe=ve):(Be=(ue+fe)/2,xe=(le+ve)/2),Oe==="auto"&&(Oe=pe==="start"?ce==="auto"?fe>ue?"left":fe<ue?"right":"center":fe>ue?"right":fe<ue?"left":"center":pe==="end"?ce==="auto"?fe>ue?"right":fe<ue?"left":"center":fe>ue?"left":fe<ue?"right":"center":"center");var _e={bottom:-1,middle:0,top:1};if(ce==="auto"){var Ee=_e[ge];Te=-me*Me*Ee,Ie=me*Le*Ee}else Te=me*{left:1,center:0,right:-1}[Oe],Ie=me*_e[ge];Be+=Te,xe+=Ie}else Te=me+3,pe.indexOf("right")!==-1?(Be=Math.max(ue,fe)-Te,Oe==="auto"&&(Oe="right")):pe.indexOf("left")!==-1?(Be=Math.min(ue,fe)+Te,Oe==="auto"&&(Oe="left")):(Be=(ue+fe)/2,Oe==="auto"&&(Oe="center")),xe=pe.indexOf("top")!==-1?Math.min(le,ve):pe.indexOf("bottom")!==-1?Math.max(le,ve):(le+ve)/2,Ie=me,ge==="bottom"?xe-=Ie:ge==="top"&&(xe+=Ie);var Re=a[ge],Ne=ye.label.font.size,ze=Ce.height;return{textx:Be+(ze*Re-Ne)*Me,texty:xe+-(ze*Re-Ne)*Le,xanchor:Oe}}(y,w,x,C,A,te,b.bBox(E.node())),re=J.textx,ie=J.texty,Ae=J.xanchor;E.attr({"text-anchor":{left:"start",center:"middle",right:"end"}[Ae],y:ie,x:re,transform:"rotate("+te+","+re+","+ie+")"}).call(t.positionText,re,ie)}}},55496:function(Q,_,e){var c=e(3400).strTranslate,h=e(86476),t=e(72760),b=t.drawMode,d=t.selectMode,s=e(24040),o=e(76308),r=e(7e3),a=r.i000,n=r.i090,i=r.i180,A=r.i270,l=e(1936).clearOutlineControllers,u=e(9856),g=u.pointsOnRectangle,f=u.pointsOnEllipse,B=u.writePaths,m=e(93940).newShapes,v=e(93940).createShapeObj,y=e(5968),x=e(60728);function w(C,p){var I,E,M,L=C[p][1],S=C[p][2],P=C.length;return E=C[I=(p+1)%P][1],M=C[I][2],E===L&&M===S&&(E=C[I=(p+2)%P][1],M=C[I][2]),[I,E,M]}Q.exports=function C(p,I,E,M){M||(M=0);var L=E.gd;function S(){C(p,I,E,M++),(f(p[0])||E.hasText)&&P({redrawing:!0})}function P(ye){var we={};E.isActiveShape!==void 0&&(E.isActiveShape=!1,we=m(I,E)),E.isActiveSelection!==void 0&&(E.isActiveSelection=!1,we=y(I,E),L._fullLayout._reselect=!0),Object.keys(we).length&&s.call((ye||{}).redrawing?"relayout":"_guiRelayout",L,we)}var O,H,U,K,Z,N=L._fullLayout._zoomlayer,G=E.dragmode,X=b(G),oe=d(G);if((X||oe)&&(L._fullLayout._outlining=!0),l(L),I.attr("d",B(p)),M||!E.isActiveShape&&!E.isActiveSelection||(Z=function(ye,we){for(var Ce=0;Ce<we.length;Ce++){var Be=we[Ce];ye[Ce]=[];for(var xe=0;xe<Be.length;xe++){ye[Ce][xe]=[];for(var Te=0;Te<Be[xe].length;Te++)ye[Ce][xe][Te]=Be[xe][Te]}}return ye}([],p),function(ye){O=[];for(var we=0;we<p.length;we++){var Ce=p[we],Be=g(Ce),xe=!Be&&f(Ce);O[we]=[];for(var Te=Ce.length,Ie=0;Ie<Te;Ie++)if(Ce[Ie][0]!=="Z"&&(!xe||Ie===a||Ie===n||Ie===i||Ie===A)){var pe,ce=Be&&E.isActiveSelection;ce&&(pe=w(Ce,Ie));var me=Ce[Ie][1],Fe=Ce[Ie][2],Qe=ye.append(ce?"rect":"circle").attr("data-i",we).attr("data-j",Ie).style({fill:o.background,stroke:o.defaultLine,"stroke-width":1,"shape-rendering":"crispEdges"});if(ce){var Me=pe[1]-me,Le=pe[2]-Fe,Oe=Le?5:Math.max(Math.min(25,Math.abs(Me)-5),5),ge=Me?5:Math.max(Math.min(25,Math.abs(Le)-5),5);Qe.classed(Le?"cursor-ew-resize":"cursor-ns-resize",!0).attr("width",Oe).attr("height",ge).attr("x",me-Oe/2).attr("y",Fe-ge/2).attr("transform",c(Me/2,Le/2))}else Qe.classed("cursor-grab",!0).attr("r",5).attr("cx",me).attr("cy",Fe);O[we][Ie]={element:Qe.node(),gd:L,prepFn:J,doneFn:ie,clickFn:Ae},h.init(O[we][Ie])}}}(N.append("g").attr("class","outline-controllers")),function(){H=[],p.length&&(H[0]={element:I[0][0],gd:L,prepFn:le,doneFn:fe,clickFn:ve},h.init(H[0]))}()),X&&E.hasText){var ne=N.select(".label-temp"),te=v(I,E,E.dragmode);x(L,"label-temp",te,ne)}function J(ye){U=+ye.srcElement.getAttribute("data-i"),K=+ye.srcElement.getAttribute("data-j"),O[U][K].moveFn=re}function re(ye,we){if(p.length){var Ce=Z[U][K][1],Be=Z[U][K][2],xe=p[U],Te=xe.length;if(g(xe)){var Ie=ye,pe=we;E.isActiveSelection&&(w(xe,K)[1]===xe[K][1]?pe=0:Ie=0);for(var ce=0;ce<Te;ce++)if(ce!==K){var 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c=e(67824).overrideAll,h=e(45464),t=e(25376),b=e(98192).u,d=e(92880).extendFlat,s=e(21776).ye,o=e(97728);Q.exports=c({newshape:{visible:d({},h.visible,{}),showlegend:{valType:"boolean",dflt:!1},legend:d({},h.legend,{}),legendgroup:d({},h.legendgroup,{}),legendgrouptitle:{text:d({},h.legendgrouptitle.text,{}),font:t({})},legendrank:d({},h.legendrank,{}),legendwidth:d({},h.legendwidth,{}),line:{color:{valType:"color"},width:{valType:"number",min:0,dflt:4},dash:d({},b,{dflt:"solid"})},fillcolor:{valType:"color",dflt:"rgba(0,0,0,0)"},fillrule:{valType:"enumerated",values:["evenodd","nonzero"],dflt:"evenodd"},opacity:{valType:"number",min:0,max:1,dflt:1},layer:{valType:"enumerated",values:["below","above"],dflt:"above"},drawdirection:{valType:"enumerated",values:["ortho","horizontal","vertical","diagonal"],dflt:"diagonal"},name:d({},h.name,{}),label:{text:{valType:"string",dflt:""},texttemplate:s({newshape:!0},{keys:Object.keys(o)}),font:t({}),textposition:{valType:"enumerated",values:["top 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y=[],x=0;x<t;x++){var w=2*x*Math.PI/t;y.push([f+m*Math.cos(w),B+v*Math.sin(w)])}return y},_.ellipseOver=function(A){var l=A.x0,u=A.y0,g=A.x1,f=A.y1,B=g-l,m=f-u,v=((l-=B)+g)/2,y=((u-=m)+f)/2;return{x0:v-(B*=b),y0:y-(m*=b),x1:v+B,y1:y+m}},_.fixDatesForPaths=function(A,l,u){var g=l.type==="date",f=u.type==="date";if(!g&&!f)return A;for(var B=0;B<A.length;B++)for(var m=0;m<A[B].length;m++)for(var v=0;v+2<A[B][m].length;v+=2)g&&(A[B][m][v+1]=A[B][m][v+1].replace(" ","_")),f&&(A[B][m][v+2]=A[B][m][v+2].replace(" ","_"));return A}},93940:function(Q,_,e){var c=e(72760),h=c.drawMode,t=c.openMode,b=e(7e3),d=b.i000,s=b.i090,o=b.i180,r=b.i270,a=b.cos45,n=b.sin45,i=e(5840),A=i.p2r,l=i.r2p,u=e(1936).clearOutline,g=e(9856),f=g.readPaths,B=g.writePaths,m=g.ellipseOver,v=g.fixDatesForPaths;function y(x,w,C){var p,I=x[0][0],E=w.gd,M=I.getAttribute("d"),L=E._fullLayout.newshape,S=w.plotinfo,P=w.isActiveShape,O=S.xaxis,H=S.yaxis,U=!!S.domain||!S.xaxis,K=!!S.domain||!S.yaxis,Z=t(C),N=f(M,E,S,P),G={editable:!0,visible:L.visible,name:L.name,showlegend:L.showlegend,legend:L.legend,legendwidth:L.legendwidth,legendgroup:L.legendgroup,legendgrouptitle:{text:L.legendgrouptitle.text,font:L.legendgrouptitle.font},legendrank:L.legendrank,label:L.label,xref:U?"paper":O._id,yref:K?"paper":H._id,layer:L.layer,opacity:L.opacity,line:{color:L.line.color,width:L.line.width,dash:L.line.dash}};if(Z||(G.fillcolor=L.fillcolor,G.fillrule=L.fillrule),N.length===1&&(p=N[0]),p&&p.length===5&&C==="drawrect")G.type="rect",G.x0=p[0][1],G.y0=p[0][2],G.x1=p[2][1],G.y1=p[2][2];else if(p&&C==="drawline")G.type="line",G.x0=p[0][1],G.y0=p[0][2],G.x1=p[1][1],G.y1=p[1][2];else if(p&&C==="drawcircle"){G.type="circle";var X=p[d][1],oe=p[s][1],ne=p[o][1],te=p[r][1],J=p[d][2],re=p[s][2],ie=p[o][2],Ae=p[r][2],ue=S.xaxis&&(S.xaxis.type==="date"||S.xaxis.type==="log"),le=S.yaxis&&(S.yaxis.type==="date"||S.yaxis.type==="log");ue&&(X=l(S.xaxis,X),oe=l(S.xaxis,oe),ne=l(S.xaxis,ne),te=l(S.xaxis,te)),le&&(J=l(S.yaxis,J),re=l(S.yaxis,re),ie=l(S.yaxis,ie),Ae=l(S.yaxis,Ae));var fe=(oe+te)/2,ve=(J+ie)/2,ye=m({x0:fe,y0:ve,x1:fe+(te-oe+ne-X)/2*a,y1:ve+(Ae-re+ie-J)/2*n});ue&&(ye.x0=A(S.xaxis,ye.x0),ye.x1=A(S.xaxis,ye.x1)),le&&(ye.y0=A(S.yaxis,ye.y0),ye.y1=A(S.yaxis,ye.y1)),G.x0=ye.x0,G.y0=ye.y0,G.x1=ye.x1,G.y1=ye.y1}else G.type="path",O&&H&&v(N,O,H),G.path=B(N),p=null;return G}Q.exports={newShapes:function(x,w){if(x.length&&x[0][0]){var C=w.gd,p=w.isActiveShape,I=w.dragmode,E=(C.layout||{}).shapes||[];if(!h(I)&&p!==void 0){var M=C._fullLayout._activeShapeIndex;if(M<E.length)switch(C._fullLayout.shapes[M].type){case"rect":I="drawrect";break;case"circle":I="drawcircle";break;case"line":I="drawline";break;case"path":var L=E[M].path||"";I=L[L.length-1]==="Z"?"drawclosedpath":"drawopenpath"}}var S=y(x,w,I);u(C);for(var P=w.editHelpers,O=(P||{}).modifyItem,H=[],U=0;U<E.length;U++){var K=C._fullLayout.shapes[U];if(H[U]=K._input,p!==void 0&&U===C._fullLayout._activeShapeIndex){var Z=S;switch(K.type){case"line":case"rect":case"circle":O("x0",Z.x0),O("x1",Z.x1),O("y0",Z.y0),O("y1",Z.y1);break;case"path":O("path",Z.path)}}}return p===void 0?(H.push(S),H):P?P.getUpdateObj():{}}},createShapeObj:y}},1936:function(Q){Q.exports={clearOutlineControllers:function(_){var e=_._fullLayout._zoomlayer;e&&e.selectAll(".outline-controllers").remove()},clearOutline:function(_){var e=_._fullLayout._zoomlayer;e&&e.selectAll(".select-outline").remove(),_._fullLayout._outlining=!1}}},65152:function(Q,_,e){var c=e(85448),h=e(3400),t=e(54460);_.rangeToShapePosition=function(b){return b.type==="log"?b.r2d:function(d){return d}},_.shapePositionToRange=function(b){return b.type==="log"?b.d2r:function(d){return d}},_.decodeDate=function(b){return function(d){return d.replace&&(d=d.replace("_"," ")),b(d)}},_.encodeDate=function(b){return function(d){return b(d).replace(" ","_")}},_.extractPathCoords=function(b,d,s){var o=[];return b.match(c.segmentRE).forEach(function(r){var a=d[r.charAt(0)].drawn;if(a!==void 0){var n=r.substr(1).match(c.paramRE);if(n&&!(n.length<a)){var i=n[a],A=s?i:h.cleanNumber(i);o.push(A)}}}),o},_.getDataToPixel=function(b,d,s,o){var r,a=b._fullLayout._size;if(d)if(o==="domain")r=function(i){return d._length*(s?1-i:i)+d._offset};else{var n=_.shapePositionToRange(d);r=function(i){return d._offset+d.r2p(n(i,!0))},d.type==="date"&&(r=_.decodeDate(r))}else r=s?function(i){return a.t+a.h*(1-i)}:function(i){return a.l+a.w*i};return r},_.getPixelToData=function(b,d,s,o){var r,a=b._fullLayout._size;if(d)if(o==="domain")r=function(i){var A=(i-d._offset)/d._length;return s?1-A:A};else{var n=_.rangeToShapePosition(d);r=function(i){return n(d.p2r(i-d._offset))}}else r=s?function(i){return 1-(i-a.t)/a.h}:function(i){return(i-a.l)/a.w};return r},_.roundPositionForSharpStrokeRendering=function(b,d){var s=Math.round(d%2)===1,o=Math.round(b);return s?o+.5:o},_.makeShapesOptionsAndPlotinfo=function(b,d){var s=b._fullLayout.shapes[d]||{},o=b._fullLayout._plots[s.xref+s.yref];return o?o._hadPlotinfo=!0:(o={},s.xref&&s.xref!=="paper"&&(o.xaxis=b._fullLayout[s.xref+"axis"]),s.yref&&s.yref!=="paper"&&(o.yaxis=b._fullLayout[s.yref+"axis"])),o.xsizemode=s.xsizemode,o.ysizemode=s.ysizemode,o.xanchor=s.xanchor,o.yanchor=s.yanchor,{options:s,plotinfo:o}},_.makeSelectionsOptionsAndPlotinfo=function(b,d){var s=b._fullLayout.selections[d]||{},o=b._fullLayout._plots[s.xref+s.yref];return o?o._hadPlotinfo=!0:(o={},s.xref&&(o.xaxis=b._fullLayout[s.xref+"axis"]),s.yref&&(o.yaxis=b._fullLayout[s.yref+"axis"])),{options:s,plotinfo:o}},_.getPathString=function(b,d){var s,o,r,a,n,i,A,l,u=d.type,g=t.getRefType(d.xref),f=t.getRefType(d.yref),B=t.getFromId(b,d.xref),m=t.getFromId(b,d.yref),v=b._fullLayout._size;if(B?g==="domain"?o=function(L){return B._offset+B._length*L}:(s=_.shapePositionToRange(B),o=function(L){return B._offset+B.r2p(s(L,!0))}):o=function(L){return v.l+v.w*L},m?f==="domain"?a=function(L){return m._offset+m._length*(1-L)}:(r=_.shapePositionToRange(m),a=function(L){return m._offset+m.r2p(r(L,!0))}):a=function(L){return v.t+v.h*(1-L)},u==="path")return B&&B.type==="date"&&(o=_.decodeDate(o)),m&&m.type==="date"&&(a=_.decodeDate(a)),function(L,S,P){var O=L.path,H=L.xsizemode,U=L.ysizemode,K=L.xanchor,Z=L.yanchor;return O.replace(c.segmentRE,function(N){var G=0,X=N.charAt(0),oe=c.paramIsX[X],ne=c.paramIsY[X],te=c.numParams[X],J=N.substr(1).replace(c.paramRE,function(re){return oe[G]?re=H==="pixel"?S(K)+Number(re):S(re):ne[G]&&(re=U==="pixel"?P(Z)-Number(re):P(re)),++G>te&&(re="X"),re});return G>te&&(J=J.replace(/[\s,]*X.*/,""),h.log("Ignoring extra params in segment "+N)),X+J})}(d,o,a);if(d.xsizemode==="pixel"){var y=o(d.xanchor);n=y+d.x0,i=y+d.x1}else n=o(d.x0),i=o(d.x1);if(d.ysizemode==="pixel"){var x=a(d.yanchor);A=x-d.y0,l=x-d.y1}else A=a(d.y0),l=a(d.y1);if(u==="line")return"M"+n+","+A+"L"+i+","+l;if(u==="rect")return"M"+n+","+A+"H"+i+"V"+l+"H"+n+"Z";var w=(n+i)/2,C=(A+l)/2,p=Math.abs(w-n),I=Math.abs(C-A),E="A"+p+","+I,M=w+p+","+C;return"M"+M+E+" 0 1,1 "+w+","+(C-I)+E+" 0 0,1 "+M+"Z"}},41592:function(Q,_,e){var c=e(4016);Q.exports={moduleType:"component",name:"shapes",layoutAttributes:e(46056),supplyLayoutDefaults:e(43712),supplyDrawNewShapeDefaults:e(65144),includeBasePlot:e(36632)("shapes"),calcAutorange:e(96084),draw:c.draw,drawOne:c.drawOne}},97728:function(Q){function _(t,b){return b?b.d2l(t):t}function e(t,b){return b?b.l2d(t):t}function c(t,b){return _(t.x1,b)-_(t.x0,b)}function h(t,b,d){return _(t.y1,d)-_(t.y0,d)}Q.exports={x0:function(t){return t.x0},x1:function(t){return t.x1},y0:function(t){return t.y0},y1:function(t){return t.y1},slope:function(t,b,d){return t.type!=="line"?void 0:h(t,0,d)/c(t,b)},dx:c,dy:h,width:function(t,b){return Math.abs(c(t,b))},height:function(t,b,d){return Math.abs(h(t,0,d))},length:function(t,b,d){return t.type!=="line"?void 0:Math.sqrt(Math.pow(c(t,b),2)+Math.pow(h(t,0,d),2))},xcenter:function(t,b){return e((_(t.x1,b)+_(t.x0,b))/2,b)},ycenter:function(t,b,d){return e((_(t.y1,d)+_(t.y0,d))/2,d)}}},89861:function(Q,_,e){var c=e(25376),h=e(66741),t=e(92880).extendDeepAll,b=e(67824).overrideAll,d=e(85656),s=e(31780).templatedArray,o=e(60876),r=s("step",{visible:{valType:"boolean",dflt:!0},method:{valType:"enumerated",values:["restyle","relayout","animate","update","skip"],dflt:"restyle"},args:{valType:"info_array",freeLength:!0,items:[{valType:"any"},{valType:"any"},{valType:"any"}]},label:{valType:"string"},value:{valType:"string"},execute:{valType:"boolean",dflt:!0}});Q.exports=b(s("slider",{visible:{valType:"boolean",dflt:!0},active:{valType:"number",min:0,dflt:0},steps:r,lenmode:{valType:"enumerated",values:["fraction","pixels"],dflt:"fraction"},len:{valType:"number",min:0,dflt:1},x:{valType:"number",min:-2,max:3,dflt:0},pad:t(h({editType:"arraydraw"}),{},{t:{dflt:20}}),xanchor:{valType:"enumerated",values:["auto","left","center","right"],dflt:"left"},y:{valType:"number",min:-2,max:3,dflt:0},yanchor:{valType:"enumerated",values:["auto","top","middle","bottom"],dflt:"top"},transition:{duration:{valType:"number",min:0,dflt:150},easing:{valType:"enumerated",values:d.transition.easing.values,dflt:"cubic-in-out"}},currentvalue:{visible:{valType:"boolean",dflt:!0},xanchor:{valType:"enumerated",values:["left","center","right"],dflt:"left"},offset:{valType:"number",dflt:10},prefix:{valType:"string"},suffix:{valType:"string"},font:c({})},font:c({}),activebgcolor:{valType:"color",dflt:o.gripBgActiveColor},bgcolor:{valType:"color",dflt:o.railBgColor},bordercolor:{valType:"color",dflt:o.railBorderColor},borderwidth:{valType:"number",min:0,dflt:o.railBorderWidth},ticklen:{valType:"number",min:0,dflt:o.tickLength},tickcolor:{valType:"color",dflt:o.tickColor},tickwidth:{valType:"number",min:0,dflt:1},minorticklen:{valType:"number",min:0,dflt:o.minorTickLength}}),"arraydraw","from-root")},60876:function(Q){Q.exports={name:"sliders",containerClassName:"slider-container",groupClassName:"slider-group",inputAreaClass:"slider-input-area",railRectClass:"slider-rail-rect",railTouchRectClass:"slider-rail-touch-rect",gripRectClass:"slider-grip-rect",tickRectClass:"slider-tick-rect",inputProxyClass:"slider-input-proxy",labelsClass:"slider-labels",labelGroupClass:"slider-label-group",labelClass:"slider-label",currentValueClass:"slider-current-value",railHeight:5,menuIndexAttrName:"slider-active-index",autoMarginIdRoot:"slider-",minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:"#bec8d9",railBgColor:"#f8fafc",railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:"#bec8d9",gripBgColor:"#f6f8fa",gripBgActiveColor:"#dbdde0",labelPadding:8,labelOffset:0,tickWidth:1,tickColor:"#333",tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:"#333",minorTickLength:4,currentValuePadding:8,currentValueInset:0}},8132:function(Q,_,e){var c=e(3400),h=e(51272),t=e(89861),b=e(60876).name,d=t.steps;function s(r,a,n){function i(f,B){return c.coerce(r,a,t,f,B)}for(var A=h(r,a,{name:"steps",handleItemDefaults:o}),l=0,u=0;u<A.length;u++)A[u].visible&&l++;if(l<2?a.visible=!1:i("visible")){a._stepCount=l;var g=a._visibleSteps=c.filterVisible(A);(A[i("active")]||{}).visible||(a.active=g[0]._index),i("x"),i("y"),c.noneOrAll(r,a,["x","y"]),i("xanchor"),i("yanchor"),i("len"),i("lenmode"),i("pad.t"),i("pad.r"),i("pad.b"),i("pad.l"),c.coerceFont(i,"font",n.font),i("currentvalue.visible")&&(i("currentvalue.xanchor"),i("currentvalue.prefix"),i("currentvalue.suffix"),i("currentvalue.offset"),c.coerceFont(i,"currentvalue.font",a.font)),i("transition.duration"),i("transition.easing"),i("bgcolor"),i("activebgcolor"),i("bordercolor"),i("borderwidth"),i("ticklen"),i("tickwidth"),i("tickcolor"),i("minorticklen")}}function o(r,a){function n(A,l){return c.coerce(r,a,d,A,l)}if(r.method==="skip"||Array.isArray(r.args)?n("visible"):a.visible=!1){n("method"),n("args");var i=n("label","step-"+a._index);n("value",i),n("execute")}}Q.exports=function(r,a){h(r,a,{name:b,handleItemDefaults:s})}},79664:function(Q,_,e){var c=e(33428),h=e(7316),t=e(76308),b=e(43616),d=e(3400),s=d.strTranslate,o=e(72736),r=e(31780).arrayEditor,a=e(60876),n=e(84284),i=n.LINE_SPACING,A=n.FROM_TL,l=n.FROM_BR;function u(P){return a.autoMarginIdRoot+P._index}function g(P){return P._index}function f(P,O){var H=b.tester.selectAll("g."+a.labelGroupClass).data(O._visibleSteps);H.enter().append("g").classed(a.labelGroupClass,!0);var U=0,K=0;H.each(function(re){var ie=v(c.select(this),{step:re},O).node();if(ie){var Ae=b.bBox(ie);K=Math.max(K,Ae.height),U=Math.max(U,Ae.width)}}),H.remove();var Z=O._dims={};Z.inputAreaWidth=Math.max(a.railWidth,a.gripHeight);var N=P._fullLayout._size;Z.lx=N.l+N.w*O.x,Z.ly=N.t+N.h*(1-O.y),O.lenmode==="fraction"?Z.outerLength=Math.round(N.w*O.len):Z.outerLength=O.len,Z.inputAreaStart=0,Z.inputAreaLength=Math.round(Z.outerLength-O.pad.l-O.pad.r);var G=(Z.inputAreaLength-2*a.stepInset)/(O._stepCount-1),X=U+a.labelPadding;if(Z.labelStride=Math.max(1,Math.ceil(X/G)),Z.labelHeight=K,Z.currentValueMaxWidth=0,Z.currentValueHeight=0,Z.currentValueTotalHeight=0,Z.currentValueMaxLines=1,O.currentvalue.visible){var oe=b.tester.append("g");H.each(function(re){var ie=B(oe,O,re.label),Ae=ie.node()&&b.bBox(ie.node())||{width:0,height:0},ue=o.lineCount(ie);Z.currentValueMaxWidth=Math.max(Z.currentValueMaxWidth,Math.ceil(Ae.width)),Z.currentValueHeight=Math.max(Z.currentValueHeight,Math.ceil(Ae.height)),Z.currentValueMaxLines=Math.max(Z.currentValueMaxLines,ue)}),Z.currentValueTotalHeight=Z.currentValueHeight+O.currentvalue.offset,oe.remove()}Z.height=Z.currentValueTotalHeight+a.tickOffset+O.ticklen+a.labelOffset+Z.labelHeight+O.pad.t+O.pad.b;var ne="left";d.isRightAnchor(O)&&(Z.lx-=Z.outerLength,ne="right"),d.isCenterAnchor(O)&&(Z.lx-=Z.outerLength/2,ne="center");var te="top";d.isBottomAnchor(O)&&(Z.ly-=Z.height,te="bottom"),d.isMiddleAnchor(O)&&(Z.ly-=Z.height/2,te="middle"),Z.outerLength=Math.ceil(Z.outerLength),Z.height=Math.ceil(Z.height),Z.lx=Math.round(Z.lx),Z.ly=Math.round(Z.ly);var J={y:O.y,b:Z.height*l[te],t:Z.height*A[te]};O.lenmode==="fraction"?(J.l=0,J.xl=O.x-O.len*A[ne],J.r=0,J.xr=O.x+O.len*l[ne]):(J.x=O.x,J.l=Z.outerLength*A[ne],J.r=Z.outerLength*l[ne]),h.autoMargin(P,u(O),J)}function B(P,O,H){if(O.currentvalue.visible){var U,K,Z=O._dims;switch(O.currentvalue.xanchor){case"right":U=Z.inputAreaLength-a.currentValueInset-Z.currentValueMaxWidth,K="left";break;case"center":U=.5*Z.inputAreaLength,K="middle";break;default:U=a.currentValueInset,K="left"}var N=d.ensureSingle(P,"text",a.labelClass,function(J){J.attr({"text-anchor":K,"data-notex":1})}),G=O.currentvalue.prefix?O.currentvalue.prefix:"";if(typeof H=="string")G+=H;else{var X=O.steps[O.active].label,oe=O._gd._fullLayout._meta;oe&&(X=d.templateString(X,oe)),G+=X}O.currentvalue.suffix&&(G+=O.currentvalue.suffix),N.call(b.font,O.currentvalue.font).text(G).call(o.convertToTspans,O._gd);var ne=o.lineCount(N),te=(Z.currentValueMaxLines+1-ne)*O.currentvalue.font.size*i;return o.positionText(N,U,te),N}}function 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c=e(33428),h=e(7316),t=e(76308),b=e(43616),d=e(3400),s=e(72736),o=e(31780).arrayEditor,r=e(84284).LINE_SPACING,a=e(73712),n=e(37400);function i(E){return E._index}function A(E,M){return+E.attr(a.menuIndexAttrName)===M._index}function l(E,M,L,S,P,O,H,U){M.active=H,o(E.layout,a.name,M).applyUpdate("active",H),M.type==="buttons"?g(E,S,null,null,M):M.type==="dropdown"&&(P.attr(a.menuIndexAttrName,"-1"),u(E,S,P,O,M),U||g(E,S,P,O,M))}function u(E,M,L,S,P){var 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o&&o.add(Qe,pt,Xt,Ot,Gt),n.modifyFrames(Qe,St)},_.deleteFrames=function(Qe,Me){if(Qe=b.getGraphDiv(Qe),!b.isPlotDiv(Qe))throw new Error("This element is not a Plotly plot: "+Qe);var Le,Oe,ge=Qe._transitionData._frames,_e=[],Ee=[];if(!Me)for(Me=[],Le=0;Le<ge.length;Le++)Me.push(Le);for((Me=Me.slice()).sort(),Le=Me.length-1;Le>=0;Le--)Oe=Me[Le],_e.push({type:"delete",index:Oe}),Ee.unshift({type:"insert",index:Oe,value:ge[Oe]});var Re=n.modifyFrames,Ne=n.modifyFrames,ze=[Qe,Ee],Ye=[Qe,_e];return o&&o.add(Qe,Re,ze,Ne,Ye),n.modifyFrames(Qe,_e)},_.addTraces=function Qe(Me,Le,Oe){Me=b.getGraphDiv(Me);var ge,_e,Ee=[],Re=_.deleteTraces,Ne=Qe,ze=[Me,Ee],Ye=[Me,Le];for(function(Je,at,yt){var mt,Tt;if(!Array.isArray(Je.data))throw new Error("gd.data must be an array.");if(at===void 0)throw new Error("traces must be defined.");for(Array.isArray(at)||(at=[at]),mt=0;mt<at.length;mt++)if(typeof(Tt=at[mt])!="object"||Array.isArray(Tt)||Tt===null)throw new Error("all values in traces array must be 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Tt=ze.length-Ye;Je.set(ze.subarray(0,Tt)),at.set(ze.subarray(Tt)),at.set(Ne,Tt)}else{var St=Ye-ze.length;Je.set(ze),Je.set(Ne.subarray(0,St),ze.length),at.set(Ne.subarray(St))}else Je=ze.concat(Ne),at=Ye>=0&&Ye<Je.length?Je.splice(Ye,Je.length):[];return[Je,at]}),Ee=_.redraw(Me),Re=[Me,_e.update,Oe,_e.maxPoints];return o.add(Me,_.extendTraces,Re,Qe,arguments),Ee},_.newPlot=function(Qe,Me,Le,Oe){return Qe=b.getGraphDiv(Qe),n.cleanPlot([],{},Qe._fullData||[],Qe._fullLayout||{}),n.purge(Qe),_._doPlot(Qe,Me,Le,Oe)},_._doPlot=function(Qe,Me,Le,Oe){var ge;if(Qe=b.getGraphDiv(Qe),s.init(Qe),b.isPlainObject(Me)){var _e=Me;Me=_e.data,Le=_e.layout,Oe=_e.config,ge=_e.frames}if(s.triggerHandler(Qe,"plotly_beforeplot",[Me,Le,Oe])===!1)return Promise.reject();Me||Le||b.isPlotDiv(Qe)||b.warn("Calling _doPlot as if redrawing but this container doesn't yet have a plot.",Qe),S(Qe,Oe),Le||(Le={}),c.select(Qe).classed("js-plotly-plot",!0),u.makeTester(),Array.isArray(Qe._promises)||(Qe._promises=[]);var Ee=(Qe.data||[]).length===0&&Array.isArray(Me);Array.isArray(Me)&&(x.cleanData(Me),Ee?Qe.data=Me:Qe.data.push.apply(Qe.data,Me),Qe.empty=!1),Qe.layout&&!Ee||(Qe.layout=x.cleanLayout(Le)),n.supplyDefaults(Qe);var Re=Qe._fullLayout,Ne=Re._has("cartesian");Re._replotting=!0,(Ee||Re._shouldCreateBgLayer)&&(function(Qt){var ut=c.select(Qt),pt=Qt._fullLayout;if(pt._calcInverseTransform=Fe,pt._calcInverseTransform(Qt),pt._container=ut.selectAll(".plot-container").data([0]),pt._container.enter().insert("div",":first-child").classed("plot-container",!0).classed("plotly",!0),pt._paperdiv=pt._container.selectAll(".svg-container").data([0]),pt._paperdiv.enter().append("div").classed("user-select-none",!0).classed("svg-container",!0).style("position","relative"),pt._glcontainer=pt._paperdiv.selectAll(".gl-container").data([{}]),pt._glcontainer.enter().append("div").classed("gl-container",!0),pt._paperdiv.selectAll(".main-svg").remove(),pt._paperdiv.select(".modebar-container").remove(),pt._paper=pt._paperdiv.insert("svg",":first-child").classed("main-svg",!0),pt._toppaper=pt._paperdiv.append("svg").classed("main-svg",!0),pt._modebardiv=pt._paperdiv.append("div"),delete pt._modeBar,pt._hoverpaper=pt._paperdiv.append("svg").classed("main-svg",!0),!pt._uid){var Ot={};c.selectAll("defs").each(function(){this.id&&(Ot[this.id.split("-")[1]]=1)}),pt._uid=b.randstr(Ot)}pt._paperdiv.selectAll(".main-svg").attr(B.svgAttrs),pt._defs=pt._paper.append("defs").attr("id","defs-"+pt._uid),pt._clips=pt._defs.append("g").classed("clips",!0),pt._topdefs=pt._toppaper.append("defs").attr("id","topdefs-"+pt._uid),pt._topclips=pt._topdefs.append("g").classed("clips",!0),pt._bgLayer=pt._paper.append("g").classed("bglayer",!0),pt._draggers=pt._paper.append("g").classed("draglayer",!0);var Xt=pt._paper.append("g").classed("layer-below",!0);pt._imageLowerLayer=Xt.append("g").classed("imagelayer",!0),pt._shapeLowerLayer=Xt.append("g").classed("shapelayer",!0),pt._cartesianlayer=pt._paper.append("g").classed("cartesianlayer",!0),pt._polarlayer=pt._paper.append("g").classed("polarlayer",!0),pt._smithlayer=pt._paper.append("g").classed("smithlayer",!0),pt._ternarylayer=pt._paper.append("g").classed("ternarylayer",!0),pt._geolayer=pt._paper.append("g").classed("geolayer",!0),pt._funnelarealayer=pt._paper.append("g").classed("funnelarealayer",!0),pt._pielayer=pt._paper.append("g").classed("pielayer",!0),pt._iciclelayer=pt._paper.append("g").classed("iciclelayer",!0),pt._treemaplayer=pt._paper.append("g").classed("treemaplayer",!0),pt._sunburstlayer=pt._paper.append("g").classed("sunburstlayer",!0),pt._indicatorlayer=pt._toppaper.append("g").classed("indicatorlayer",!0),pt._glimages=pt._paper.append("g").classed("glimages",!0);var Gt=pt._toppaper.append("g").classed("layer-above",!0);pt._imageUpperLayer=Gt.append("g").classed("imagelayer",!0),pt._shapeUpperLayer=Gt.append("g").classed("shapelayer",!0),pt._selectionLayer=pt._toppaper.append("g").classed("selectionlayer",!0),pt._infolayer=pt._toppaper.append("g").classed("infolayer",!0),pt._menulayer=pt._toppaper.append("g").classed("menulayer",!0),pt._zoomlayer=pt._toppaper.append("g").classed("zoomlayer",!0),pt._hoverlayer=pt._hoverpaper.append("g").classed("hoverlayer",!0),pt._modebardiv.classed("modebar-container",!0).style("position","absolute").style("top","0px").style("right","0px"),Qt.emit("plotly_framework")}(Qe),Re._shouldCreateBgLayer&&delete Re._shouldCreateBgLayer),u.initGradients(Qe),u.initPatterns(Qe),Ee&&i.saveShowSpikeInitial(Qe);var ze=!Qe.calcdata||Qe.calcdata.length!==(Qe._fullData||[]).length;ze&&n.doCalcdata(Qe);for(var Ye=0;Ye<Qe.calcdata.length;Ye++)Qe.calcdata[Ye][0].trace=Qe._fullData[Ye];Qe._context.responsive?Qe._responsiveChartHandler||(Qe._responsiveChartHandler=function(){b.isHidden(Qe)||n.resize(Qe)},window.addEventListener("resize",Qe._responsiveChartHandler)):b.clearResponsive(Qe);var Je=b.extendFlat({},Re._size),at=0;function yt(){if(n.clearAutoMarginIds(Qe),w.drawMarginPushers(Qe),i.allowAutoMargin(Qe),Qe._fullLayout.title.text&&Qe._fullLayout.title.automargin&&n.allowAutoMargin(Qe,"title.automargin"),Re._has("pie"))for(var Qt=Qe._fullData,ut=0;ut<Qt.length;ut++){var pt=Qt[ut];pt.type==="pie"&&pt.automargin&&n.allowAutoMargin(Qe,"pie."+pt.uid+".automargin")}return n.doAutoMargin(Qe),n.previousPromises(Qe)}function mt(){Qe._transitioning||(w.doAutoRangeAndConstraints(Qe),Ee&&i.saveRangeInitial(Qe),r.getComponentMethod("rangeslider","calcAutorange")(Qe))}var Tt=[n.previousPromises,function(){if(ge)return _.addFrames(Qe,ge)},function Qt(){for(var ut=Re._basePlotModules,pt=0;pt<ut.length;pt++)ut[pt].drawFramework&&ut[pt].drawFramework(Qe);!Re._glcanvas&&Re._has("gl")&&(Re._glcanvas=Re._glcontainer.selectAll(".gl-canvas").data([{key:"contextLayer",context:!0,pick:!1},{key:"focusLayer",context:!1,pick:!1},{key:"pickLayer",context:!1,pick:!0}],function(jt){return jt.key}),Re._glcanvas.enter().append("canvas").attr("class",function(jt){return"gl-canvas gl-canvas-"+jt.key.replace("Layer","")}).style({position:"absolute",top:0,left:0,overflow:"visible","pointer-events":"none"}));var Ot=Qe._context.plotGlPixelRatio;if(Re._glcanvas){Re._glcanvas.attr("width",Re.width*Ot).attr("height",Re.height*Ot).style("width",Re.width+"px").style("height",Re.height+"px");var Xt=Re._glcanvas.data()[0].regl;if(Xt&&(Math.floor(Re.width*Ot)!==Xt._gl.drawingBufferWidth||Math.floor(Re.height*Ot)!==Xt._gl.drawingBufferHeight)){var Gt="WebGL context buffer and canvas dimensions do not match due to browser/WebGL bug.";if(!at)return b.log(Gt+" Clearing graph 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St&&St.then||(St=Promise.resolve()),St.then(function(){return E(Qe),Qe})},_.purge=function(Qe){var Me=(Qe=b.getGraphDiv(Qe))._fullLayout||{},Le=Qe._fullData||[];return n.cleanPlot([],{},Le,Me),n.purge(Qe),s.purge(Qe),Me._container&&Me._container.remove(),delete Qe._context,Qe},_.react=function(Qe,Me,Le,Oe){var ge,_e;Qe=b.getGraphDiv(Qe),x.clearPromiseQueue(Qe);var Ee=Qe._fullData,Re=Qe._fullLayout;if(b.isPlotDiv(Qe)&&Ee&&Re){if(b.isPlainObject(Me)){var Ne=Me;Me=Ne.data,Le=Ne.layout,Oe=Ne.config,ge=Ne.frames}var ze=!1;if(Oe){var Ye=b.extendDeep({},Qe._context);Qe._context=void 0,S(Qe,Oe),ze=me(Ye,Qe._context)}Qe.data=Me||[],x.cleanData(Qe.data),Qe.layout=Le||{},x.cleanLayout(Qe.layout),function(gt,He,Ke,vt){var At,wt,ct,Ct,dt,Pt,kt,Mt,Ht,Vt,qt=vt._preGUI,Ar=[],Br={},ir={};for(At in qt){if(dt=Be(At,we)){if(Ht=dt.head,Vt=dt.tail,wt=dt.attr||Ht+".uirevision",(Ct=(ct=d(vt,wt).get())&&xe(wt,He))&&Ct===ct){if((Pt=qt[At])===null&&(Pt=void 0),pe(Mt=(kt=d(He,At)).get(),Pt)){Mt===void 0&&Vt==="autorange"&&Ar.push(Ht),kt.set(N(d(vt,At).get()));continue}if(Vt==="autorange"||Vt.substr(0,6)==="range["){var rr=qt[Ht+".range[0]"],mr=qt[Ht+".range[1]"],Xr=qt[Ht+".autorange"];if(Xr||Xr===null&&rr===null&&mr===null){if(!(Ht in Br)){var Kr=d(He,Ht).get();Br[Ht]=Kr&&(Kr.autorange||Kr.autorange!==!1&&(!Kr.range||Kr.range.length!==2))}if(Br[Ht]){kt.set(N(d(vt,At).get()));continue}}}}}else b.warn("unrecognized GUI edit: "+At);delete qt[At],dt&&dt.tail.substr(0,6)==="range["&&(ir[dt.head]=1)}for(var Sr=0;Sr<Ar.length;Sr++){var pr=Ar[Sr];if(ir[pr]){var Cr=d(He,pr).get();Cr&&delete Cr.autorange}}var br=vt._tracePreGUI;for(var Mr in br){var jr,Jr=br[Mr],nn=null;for(At in Jr){if(!nn){var tn=Te(Mr,Ke);if(tn<0){delete br[Mr];break}var rn=Ie(Mr,gt,(jr=Ke[tn]._fullInput).index);if(rn<0){delete br[Mr];break}nn=gt[rn]}if(dt=Be(At,Ce)){if(dt.attr?Ct=(ct=d(vt,dt.attr).get())&&xe(dt.attr,He):(ct=jr.uirevision,(Ct=nn.uirevision)===void 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Vt=a.getTraceValObject(dt,Ht);return!dt._module.animatable&&Vt.anim&&(Vt.anim=!1),Vt},flags:Pt,immutable:vt,transition:At,newDataRevision:wt,gd:gt},Mt={};for(Ct=0;Ct<He.length;Ct++)if(Ke[Ct]){if(dt=Ke[Ct]._fullInput,n.hasMakesDataTransform(dt)&&(dt=Ke[Ct]),Mt[dt.uid])continue;Mt[dt.uid]=1,ce(He[Ct]._fullInput,dt,[],kt)}return(Pt.calc||Pt.plot)&&(Pt.fullReplot=!0),At&&Pt.nChanges&&Pt.nChangesAnim&&(Pt.anim=Pt.nChanges===Pt.nChangesAnim&&ct?"all":"some"),Pt}(Qe,Ee,Je,yt,mt,St);if(fe(Qe)&&(Tt.layoutReplot=!0),Qt.calc||Tt.calc){Qe.calcdata=void 0;for(var ut=Object.getOwnPropertyNames(at),pt=0;pt<ut.length;pt++){var Ot=ut[pt],Xt=Ot.substring(0,5);if(Xt==="xaxis"||Xt==="yaxis"){var Gt=at[Ot]._emptyCategories;Gt&&Gt()}}}else n.supplyDefaultsUpdateCalc(Qe.calcdata,Je);var jt=[];if(ge&&(Qe._transitionData={},n.createTransitionData(Qe),jt.push(function(){return _.addFrames(Qe,ge)})),at.transition&&!ze&&(Qt.anim||Tt.anim))Tt.ticks&&jt.push(w.doTicksRelayout),n.doCalcdata(Qe),w.doAutoRangeAndConstraints(Qe),jt.push(function(){return n.transitionFromReact(Qe,Qt,Tt,Re)});else if(Qt.fullReplot||Tt.layoutReplot||ze)Qe._fullLayout._skipDefaults=!0,jt.push(_._doPlot);else{for(var rt in Tt.arrays){var ot=Tt.arrays[rt];if(ot.length){var Ge=r.getComponentMethod(rt,"drawOne");if(Ge!==b.noop)for(var it=0;it<ot.length;it++)Ge(Qe,ot[it]);else{var bt=r.getComponentMethod(rt,"draw");if(bt===b.noop)throw new Error("cannot draw components: 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0||!(Ke&&dt||Ke===!1&&!dt))&&(!dt||He.minor)){var Pt=dt?He.minor.tickvals:He.tickvals,kt=dt?[]:He.ticktext;if(Pt){d.isArrayOrTypedArray(kt)||(kt=[]);for(var Mt=0;Mt<Pt.length;Mt++){var Ht=ct(Pt[Mt]);if(Ht>At&&Ht<wt){var Vt=J.tickText(He,Ht,!1,String(kt[Mt]));dt&&(Vt.minor=!0,Vt.text=""),Ct.push(Vt)}}}}return Ie(He,Ct)}J.getDataToCoordFunc=function(He,Ke,vt,At){return ye(He,Ke,vt,At).d2c},J.counterLetter=function(He){var Ke=He.charAt(0);return Ke==="x"?"y":Ke==="y"?"x":void 0},J.minDtick=function(He,Ke,vt,At){["log","category","multicategory"].indexOf(He.type)===-1&&At?He._minDtick===void 0?(He._minDtick=Ke,He._forceTick0=vt):He._minDtick&&((He._minDtick/Ke+1e-6)%1<2e-6&&((vt-He._forceTick0)/Ke%1+1.000001)%1<2e-6?(He._minDtick=Ke,He._forceTick0=vt):((Ke/He._minDtick+1e-6)%1>2e-6||((vt-He._forceTick0)/He._minDtick%1+1.000001)%1>2e-6)&&(He._minDtick=0)):He._minDtick=0},J.saveRangeInitial=function(He,Ke){for(var vt=J.list(He,"",!0),At=!1,wt=0;wt<vt.length;wt++){var ct=vt[wt],Ct=ct._rangeInitial0===void 0&&ct._rangeInitial1===void 0,dt=Ct||ct.range[0]!==ct._rangeInitial0||ct.range[1]!==ct._rangeInitial1,Pt=ct.autorange;(Ct&&Pt!==!0||Ke&&dt)&&(ct._rangeInitial0=Pt==="min"||Pt==="max reversed"?void 0:ct.range[0],ct._rangeInitial1=Pt==="max"||Pt==="min reversed"?void 0:ct.range[1],ct._autorangeInitial=Pt,At=!0)}return At},J.saveShowSpikeInitial=function(He,Ke){for(var vt=J.list(He,"",!0),At=!1,wt="on",ct=0;ct<vt.length;ct++){var Ct=vt[ct],dt=Ct._showSpikeInitial===void 0,Pt=dt||Ct.showspikes!==Ct._showspikes;(dt||Ke&&Pt)&&(Ct._showSpikeInitial=Ct.showspikes,At=!0),wt!=="on"||Ct.showspikes||(wt="off")}return He._fullLayout._cartesianSpikesEnabled=wt,At},J.autoBin=function(He,Ke,vt,At,wt,ct){var Ct,dt=d.aggNums(Math.min,null,He),Pt=d.aggNums(Math.max,null,He);if(Ke.type==="category"||Ke.type==="multicategory")return{start:dt-.5,end:Pt+.5,size:Math.max(1,Math.round(ct)||1),_dataSpan:Pt-dt};if(wt||(wt=Ke.calendar),Ct=Ke.type==="log"?{type:"linear",range:[dt,Pt]}:{type:Ke.type,range:d.simpleMap([dt,Pt],Ke.c2r,0,wt),calendar:wt},J.setConvert(Ct),ct=ct&&A.dtick(ct,Ct.type))Ct.dtick=ct,Ct.tick0=A.tick0(void 0,Ct.type,wt);else{var kt;if(vt)kt=(Pt-dt)/vt;else{var Mt=d.distinctVals(He),Ht=Math.pow(10,Math.floor(Math.log(Mt.minDiff)/Math.LN10)),Vt=Ht*d.roundUp(Mt.minDiff/Ht,[.9,1.9,4.9,9.9],!0);kt=Math.max(Vt,2*d.stdev(He)/Math.pow(He.length,At?.25:.4)),h(kt)||(kt=1)}J.autoTicks(Ct,kt)}var qt,Ar=Ct.dtick,Br=J.tickIncrement(J.tickFirst(Ct),Ar,"reverse",wt);if(typeof Ar=="number")Br=function(ir,rr,mr,Xr,Kr){var Sr=0,pr=0,Cr=0,br=0;function Mr(tn){return(1+100*(tn-ir)/mr.dtick)%100<2}for(var jr=0;jr<rr.length;jr++)rr[jr]%1==0?Cr++:h(rr[jr])||br++,Mr(rr[jr])&&Sr++,Mr(rr[jr]+mr.dtick/2)&&pr++;var Jr=rr.length-br;if(Cr===Jr&&mr.type!=="date")mr.dtick<1?ir=Xr-.5*mr.dtick:(ir-=.5)+mr.dtick<Xr&&(ir+=mr.dtick);else if(pr<.1*Jr&&(Sr>.3*Jr||Mr(Xr)||Mr(Kr))){var nn=mr.dtick/2;ir+=ir+nn<Xr?nn:-nn}return ir}(Br,He,Ct,dt,Pt),qt=Br+(1+Math.floor((Pt-Br)/Ar))*Ar;else for(Ct.dtick.charAt(0)==="M"&&(Br=function(ir,rr,mr,Xr,Kr){var Sr=d.findExactDates(rr,Kr);if(Sr.exactDays>.8){var pr=Number(mr.substr(1));Sr.exactYears>.8&&pr%12==0?ir=J.tickIncrement(ir,"M6","reverse")+1.5*p:Sr.exactMonths>.8?ir=J.tickIncrement(ir,"M1","reverse")+15.5*p:ir-=I;var Cr=J.tickIncrement(ir,mr);if(Cr<=Xr)return Cr}return ir}(Br,He,Ar,dt,wt)),qt=Br;qt<=Pt;)qt=J.tickIncrement(qt,Ar,!1,wt);return{start:Ke.c2r(Br,0,wt),end:Ke.c2r(qt,0,wt),size:Ar,_dataSpan:Pt-dt}},J.prepMinorTicks=function(He,Ke,vt){if(!Ke.minor.dtick){delete He.dtick;var At,wt=Ke.dtick&&h(Ke._tmin);if(wt){var ct=J.tickIncrement(Ke._tmin,Ke.dtick,!0);At=[Ke._tmin,.99*ct+.01*Ke._tmin]}else{var Ct=d.simpleMap(Ke.range,Ke.r2l);At=[Ct[0],.8*Ct[0]+.2*Ct[1]]}if(He.range=d.simpleMap(At,Ke.l2r),He._isMinor=!0,J.prepTicks(He,vt),wt){var dt=h(Ke.dtick),Pt=h(He.dtick),kt=dt?Ke.dtick:+Ke.dtick.substring(1),Mt=Pt?He.dtick:+He.dtick.substring(1);dt&&Pt?Be(kt,Mt)?kt===2*C&&Mt===2*p&&(He.dtick=C):kt===2*C&&Mt===3*p?He.dtick=C:kt!==C||(Ke._input.minor||{}).nticks?xe(kt/Mt,2.5)?He.dtick=kt/2:He.dtick=kt:He.dtick=p:String(Ke.dtick).charAt(0)==="M"?Pt?He.dtick="M1":Be(kt,Mt)?kt>=12&&Mt===2&&(He.dtick="M3"):He.dtick=Ke.dtick:String(He.dtick).charAt(0)==="L"?String(Ke.dtick).charAt(0)==="L"?Be(kt,Mt)||(He.dtick=xe(kt/Mt,2.5)?Ke.dtick/2:Ke.dtick):He.dtick="D1":He.dtick==="D2"&&+Ke.dtick>1&&(He.dtick=1)}He.range=Ke.range}Ke.minor._tick0Init===void 0&&(He.tick0=Ke.tick0)},J.prepTicks=function(He,Ke){var vt=d.simpleMap(He.range,He.r2l,void 0,void 0,Ke);if(He.tickmode==="auto"||!He.dtick){var At,wt=He.nticks;wt||(He.type==="category"||He.type==="multicategory"?(At=He.tickfont?d.bigFont(He.tickfont.size||12):15,wt=He._length/At):(At=He._id.charAt(0)==="y"?40:80,wt=d.constrain(He._length/At,4,9)+1),He._name==="radialaxis"&&(wt*=2)),He.minor&&He.minor.tickmode!=="array"||He.tickmode==="array"&&(wt*=100),He._roughDTick=Math.abs(vt[1]-vt[0])/wt,J.autoTicks(He,He._roughDTick),He._minDtick>0&&He.dtick<2*He._minDtick&&(He.dtick=He._minDtick,He.tick0=He.l2r(He._forceTick0))}He.ticklabelmode==="period"&&function(ct){var Ct;function dt(){return!(h(ct.dtick)||ct.dtick.charAt(0)!=="M")}var Pt=dt(),kt=J.getTickFormat(ct);if(kt){var Mt=ct._dtickInit!==ct.dtick;/%[fLQsSMX]/.test(kt)||(/%[HI]/.test(kt)?(Ct=E,Mt&&!Pt&&ct.dtick<E&&(ct.dtick=E)):/%p/.test(kt)?(Ct=I,Mt&&!Pt&&ct.dtick<I&&(ct.dtick=I)):/%[Aadejuwx]/.test(kt)?(Ct=p,Mt&&!Pt&&ct.dtick<p&&(ct.dtick=p)):/%[UVW]/.test(kt)?(Ct=C,Mt&&!Pt&&ct.dtick<C&&(ct.dtick=C)):/%[Bbm]/.test(kt)?(Ct=x,Mt&&(Pt?Te(ct.dtick)<1:ct.dtick<w)&&(ct.dtick="M1")):/%[q]/.test(kt)?(Ct=m,Mt&&(Pt?Te(ct.dtick)<3:ct.dtick<v)&&(ct.dtick="M3")):/%[Yy]/.test(kt)&&(Ct=g,Mt&&(Pt?Te(ct.dtick)<12:ct.dtick<f)&&(ct.dtick="M12")))}(Pt=dt())&&ct.tick0===ct._dowTick0&&(ct.tick0=ct._rawTick0),ct._definedDelta=Ct}(He),He.tick0||(He.tick0=He.type==="date"?"2000-01-01":0),He.type==="date"&&He.dtick<.1&&(He.dtick=.1),Ee(He)},J.calcTicks=function(He,Ke){for(var vt,At,wt=He.type,ct=He.calendar,Ct=He.ticklabelstep,dt=He.ticklabelmode==="period",Pt=d.simpleMap(He.range,He.r2l,void 0,void 0,Ke),kt=Pt[1]<Pt[0],Mt=Math.min(Pt[0],Pt[1]),Ht=Math.max(Pt[0],Pt[1]),Vt=Math.max(1e3,He._length||0),qt=[],Ar=[],Br=[],ir=[],rr=He.minor&&(He.minor.ticks||He.minor.showgrid),mr=1;mr>=(rr?0:1);mr--){var Xr=!mr;mr?(He._dtickInit=He.dtick,He._tick0Init=He.tick0):(He.minor._dtickInit=He.minor.dtick,He.minor._tick0Init=He.minor.tick0);var Kr=mr?He:d.extendFlat({},He,He.minor);if(Xr?J.prepMinorTicks(Kr,He,Ke):J.prepTicks(Kr,Ke),Kr.tickmode!=="array")if(Kr.tickmode!=="sync"){var Sr=ve(Pt),pr=Sr[0],Cr=Sr[1],br=h(Kr.dtick),Mr=wt==="log"&&!(br||Kr.dtick.charAt(0)==="L"),jr=J.tickFirst(Kr,Ke);if(mr){if(He._tmin=jr,jr<pr!==kt)break;wt!=="category"&&wt!=="multicategory"||(Cr=kt?Math.max(-.5,Cr):Math.min(He._categories.length-.5,Cr))}var Jr,nn,tn=null,rn=jr;mr&&(br?nn=He.dtick:wt==="date"?typeof He.dtick=="string"&&He.dtick.charAt(0)==="M"&&(nn=x*He.dtick.substring(1)):nn=He._roughDTick,Jr=Math.round((He.r2l(rn)-He.r2l(He.tick0))/nn)-1);var dn=Kr.dtick;for(Kr.rangebreaks&&Kr._tick0Init!==Kr.tick0&&(rn=Ge(rn,He),kt||(rn=J.tickIncrement(rn,dn,!kt,ct))),mr&&dt&&(rn=J.tickIncrement(rn,dn,!kt,ct),Jr--);kt?rn>=Cr:rn<=Cr;rn=J.tickIncrement(rn,dn,kt,ct)){if(mr&&Jr++,Kr.rangebreaks&&!kt){if(rn<pr)continue;if(Kr.maskBreaks(rn)===P&&Ge(rn,Kr)>=Ht)break}if(Br.length>Vt||rn===tn)break;tn=rn;var sn={value:rn};mr?(Mr&&rn!==(0|rn)&&(sn.simpleLabel=!0),Ct>1&&Jr%Ct&&(sn.skipLabel=!0),Br.push(sn)):(sn.minor=!0,ir.push(sn))}}else Br=[],qt=pe(He);else mr?(Br=[],qt=ce(He,!Xr)):(ir=[],Ar=ce(He,!Xr))}if(rr&&!(He.minor.ticks==="inside"&&He.ticks==="outside"||He.minor.ticks==="outside"&&He.ticks==="inside")){for(var En=Br.map(function(Kt){return Kt.value}),On=[],Un=0;Un<ir.length;Un++){var Cn=ir[Un],ni=Cn.value;if(En.indexOf(ni)===-1){for(var or=!1,wr=0;!or&&wr<Br.length;wr++)1e7+Br[wr].value===1e7+ni&&(or=!0);or||On.push(Cn)}}ir=On}if(dt&&function(Kt,lr,yr){for(var Rr=0;Rr<Kt.length;Rr++){var zr=Kt[Rr].value,Gr=Rr,Qr=Rr+1;Rr<Kt.length-1?(Gr=Rr,Qr=Rr+1):Rr>0?(Gr=Rr-1,Qr=Rr):(Gr=Rr,Qr=Rr);var gr,vr=Kt[Gr].value,Ir=Kt[Qr].value,kr=Math.abs(Ir-vr),Yr=yr||kr,An=0;Yr>=f?An=kr>=f&&kr<=u?kr:g:yr===m&&Yr>=v?An=kr>=v&&kr<=B?kr:m:Yr>=w?An=kr>=w&&kr<=y?kr:x:yr===C&&Yr>=C?An=C:Yr>=p?An=p:yr===I&&Yr>=I?An=I:yr===E&&Yr>=E&&(An=E),An>=kr&&(An=kr,gr=!0);var fn=zr+An;if(lr.rangebreaks&&An>0){for(var hn=0,_n=0;_n<84;_n++){var xn=(_n+.5)/84;lr.maskBreaks(zr*(1-xn)+xn*fn)!==P&&hn++}(An*=hn/84)||(Kt[Rr].drop=!0),gr&&kr>C&&(An=kr)}(An>0||Rr===0)&&(Kt[Rr].periodX=zr+An/2)}}(Br,He,He._definedDelta),He.rangebreaks){var Hr=He._id.charAt(0)==="y",Or=1;He.tickmode==="auto"&&(Or=He.tickfont?He.tickfont.size:12);var en=NaN;for(vt=Br.length-1;vt>-1;vt--)if(Br[vt].drop)Br.splice(vt,1);else{Br[vt].value=Ge(Br[vt].value,He);var mn=He.c2p(Br[vt].value);(Hr?en>mn-Or:en<mn+Or)?Br.splice(kt?vt+1:vt,1):en=mn}}ot(He)&&Math.abs(Pt[1]-Pt[0])===360&&Br.pop(),He._tmax=(Br[Br.length-1]||{}).value,He._prevDateHead="",He._inCalcTicks=!0;var on,cn,kn=function(Kt){Kt.text="",He._prevDateHead=At};for(Br=Br.concat(ir),vt=0;vt<Br.length;vt++){var $t=Br[vt].minor,Dr=Br[vt].value;$t?Ar.push({x:Dr,minor:!0}):(At=He._prevDateHead,on=J.tickText(He,Dr,!1,Br[vt].simpleLabel),(cn=Br[vt].periodX)!==void 0&&(on.periodX=cn,(cn>Ht||cn<Mt)&&(cn>Ht&&(on.periodX=Ht),cn<Mt&&(on.periodX=Mt),kn(on))),Br[vt].skipLabel&&kn(on),qt.push(on))}return qt=qt.concat(Ar),He._inCalcTicks=!1,dt&&qt.length&&(qt[0].noTick=!0),qt};var me=[2,5,10],Fe=[1,2,3,6,12],Qe=[1,2,5,10,15,30],Me=[1,2,3,7,14],Le=[-.046,0,.301,.477,.602,.699,.778,.845,.903,.954,1],Oe=[-.301,0,.301,.699,1],ge=[15,30,45,90,180];function _e(He,Ke,vt){return Ke*d.roundUp(He/Ke,vt)}function Ee(He){var Ke=He.dtick;if(He._tickexponent=0,h(Ke)||typeof Ke=="string"||(Ke=1),He.type!=="category"&&He.type!=="multicategory"||(He._tickround=null),He.type==="date"){var vt=He.r2l(He.tick0),At=He.l2r(vt).replace(/(^-|i)/g,""),wt=At.length;if(String(Ke).charAt(0)==="M")wt>10||At.substr(5)!=="01-01"?He._tickround="d":He._tickround=+Ke.substr(1)%12==0?"y":"m";else if(Ke>=p&&wt<=10||Ke>=15*p)He._tickround="d";else if(Ke>=M&&wt<=16||Ke>=E)He._tickround="M";else if(Ke>=L&&wt<=19||Ke>=M)He._tickround="S";else{var ct=He.l2r(vt+Ke).replace(/^-/,"").length;He._tickround=Math.max(wt,ct)-20,He._tickround<0&&(He._tickround=4)}}else if(h(Ke)||Ke.charAt(0)==="L"){var Ct=He.range.map(He.r2d||Number);h(Ke)||(Ke=Number(Ke.substr(1))),He._tickround=2-Math.floor(Math.log(Ke)/Math.LN10+.01);var dt=Math.max(Math.abs(Ct[0]),Math.abs(Ct[1])),Pt=Math.floor(Math.log(dt)/Math.LN10+.01),kt=He.minexponent===void 0?3:He.minexponent;Math.abs(Pt)>kt&&(ze(He.exponentformat)&&!Ye(Pt)?He._tickexponent=3*Math.round((Pt-1)/3):He._tickexponent=Pt)}else He._tickround=null}function Re(He,Ke,vt){var At=He.tickfont||{};return{x:Ke,dx:0,dy:0,text:vt||"",fontSize:At.size,font:At.family,fontColor:At.color}}J.autoTicks=function(He,Ke,vt){var At;function wt(Ht){return Math.pow(Ht,Math.floor(Math.log(Ke)/Math.LN10))}if(He.type==="date"){He.tick0=d.dateTick0(He.calendar,0);var ct=2*Ke;if(ct>g)Ke/=g,At=wt(10),He.dtick="M"+12*_e(Ke,At,me);else if(ct>x)Ke/=x,He.dtick="M"+_e(Ke,1,Fe);else if(ct>p){if(He.dtick=_e(Ke,p,He._hasDayOfWeekBreaks?[1,2,7,14]:Me),!vt){var Ct=J.getTickFormat(He),dt=He.ticklabelmode==="period";dt&&(He._rawTick0=He.tick0),/%[uVW]/.test(Ct)?He.tick0=d.dateTick0(He.calendar,2):He.tick0=d.dateTick0(He.calendar,1),dt&&(He._dowTick0=He.tick0)}}else ct>E?He.dtick=_e(Ke,E,Fe):ct>M?He.dtick=_e(Ke,M,Qe):ct>L?He.dtick=_e(Ke,L,Qe):(At=wt(10),He.dtick=_e(Ke,At,me))}else if(He.type==="log"){He.tick0=0;var Pt=d.simpleMap(He.range,He.r2l);if(He._isMinor&&(Ke*=1.5),Ke>.7)He.dtick=Math.ceil(Ke);else if(Math.abs(Pt[1]-Pt[0])<1){var kt=1.5*Math.abs((Pt[1]-Pt[0])/Ke);Ke=Math.abs(Math.pow(10,Pt[1])-Math.pow(10,Pt[0]))/kt,At=wt(10),He.dtick="L"+_e(Ke,At,me)}else He.dtick=Ke>.3?"D2":"D1"}else He.type==="category"||He.type==="multicategory"?(He.tick0=0,He.dtick=Math.ceil(Math.max(Ke,1))):ot(He)?(He.tick0=0,At=1,He.dtick=_e(Ke,At,ge)):(He.tick0=0,At=wt(10),He.dtick=_e(Ke,At,me));if(He.dtick===0&&(He.dtick=1),!h(He.dtick)&&typeof He.dtick!="string"){var Mt=He.dtick;throw He.dtick=1,"ax.dtick error: "+String(Mt)}},J.tickIncrement=function(He,Ke,vt,At){var wt=vt?-1:1;if(h(Ke))return d.increment(He,wt*Ke);var ct=Ke.charAt(0),Ct=wt*Number(Ke.substr(1));if(ct==="M")return d.incrementMonth(He,Ct,At);if(ct==="L")return Math.log(Math.pow(10,He)+Ct)/Math.LN10;if(ct==="D"){var dt=Ke==="D2"?Oe:Le,Pt=He+.01*wt,kt=d.roundUp(d.mod(Pt,1),dt,vt);return Math.floor(Pt)+Math.log(c.round(Math.pow(10,kt),1))/Math.LN10}throw"unrecognized dtick "+String(Ke)},J.tickFirst=function(He,Ke){var vt=He.r2l||Number,At=d.simpleMap(He.range,vt,void 0,void 0,Ke),wt=At[1]<At[0],ct=wt?Math.floor:Math.ceil,Ct=ve(At)[0],dt=He.dtick,Pt=vt(He.tick0);if(h(dt)){var kt=ct((Ct-Pt)/dt)*dt+Pt;return He.type!=="category"&&He.type!=="multicategory"||(kt=d.constrain(kt,0,He._categories.length-1)),kt}var Mt=dt.charAt(0),Ht=Number(dt.substr(1));if(Mt==="M"){for(var Vt,qt,Ar,Br=0,ir=Pt;Br<10;){if(((Vt=J.tickIncrement(ir,dt,wt,He.calendar))-Ct)*(ir-Ct)<=0)return wt?Math.min(ir,Vt):Math.max(ir,Vt);qt=(Ct-(ir+Vt)/2)/(Vt-ir),Ar=Mt+(Math.abs(Math.round(qt))||1)*Ht,ir=J.tickIncrement(ir,Ar,qt<0?!wt:wt,He.calendar),Br++}return d.error("tickFirst did not converge",He),ir}if(Mt==="L")return Math.log(ct((Math.pow(10,Ct)-Pt)/Ht)*Ht+Pt)/Math.LN10;if(Mt==="D"){var rr=dt==="D2"?Oe:Le,mr=d.roundUp(d.mod(Ct,1),rr,wt);return Math.floor(Ct)+Math.log(c.round(Math.pow(10,mr),1))/Math.LN10}throw"unrecognized dtick "+String(dt)},J.tickText=function(He,Ke,vt,At){var wt,ct=Re(He,Ke),Ct=He.tickmode==="array",dt=vt||Ct,Pt=He.type,kt=Pt==="category"?He.d2l_noadd:He.d2l,Mt=function(ir){var rr=He.l2p(ir);return rr>=0&&rr<=He._length?ir:null};if(Ct&&d.isArrayOrTypedArray(He.ticktext)){var Ht=d.simpleMap(He.range,He.r2l),Vt=(Math.abs(Ht[1]-Ht[0])-(He._lBreaks||0))/1e4;for(wt=0;wt<He.ticktext.length&&!(Math.abs(Ke-kt(He.tickvals[wt]))<Vt);wt++);if(wt<He.ticktext.length)return ct.text=String(He.ticktext[wt]),ct.xbnd=[Mt(ct.x-.5),Mt(ct.x+He.dtick-.5)],ct}function qt(ir){if(ir===void 0)return!0;if(vt)return ir==="none";var rr={first:He._tmin,last:He._tmax}[ir];return ir!=="all"&&Ke!==rr}var Ar=vt?"never":He.exponentformat!=="none"&&qt(He.showexponent)?"hide":"";if(Pt==="date"?function(ir,rr,mr,Xr){var Kr=ir._tickround,Sr=mr&&ir.hoverformat||J.getTickFormat(ir);(Xr=!Sr&&Xr)&&(Kr=h(Kr)?4:{y:"m",m:"d",d:"M",M:"S",S:4}[Kr]);var pr,Cr=d.formatDate(rr.x,Sr,Kr,ir._dateFormat,ir.calendar,ir._extraFormat),br=Cr.indexOf(`
`);if(br!==-1&&(pr=Cr.substr(br+1),Cr=Cr.substr(0,br)),Xr&&(pr===void 0||Cr!=="00:00:00"&&Cr!=="00:00"?Cr.length===8&&(Cr=Cr.replace(/:00$/,"")):(Cr=pr,pr="")),pr)if(mr)Kr==="d"?Cr+=", "+pr:Cr=pr+(Cr?", "+Cr:"");else if(ir._inCalcTicks&&ir._prevDateHead===pr){var Mr=it(ir),jr=ir._trueSide||ir.side;(!Mr&&jr==="top"||Mr&&jr==="bottom")&&(Cr+="<br> ")}else ir._prevDateHead=pr,Cr+="<br>"+pr;rr.text=Cr}(He,ct,vt,dt):Pt==="log"?function(ir,rr,mr,Xr,Kr){var Sr=ir.dtick,pr=rr.x,Cr=ir.tickformat,br=typeof Sr=="string"&&Sr.charAt(0);if(Kr==="never"&&(Kr=""),Xr&&br!=="L"&&(Sr="L3",br="L"),Cr||br==="L")rr.text=Je(Math.pow(10,pr),ir,Kr,Xr);else if(h(Sr)||br==="D"&&d.mod(pr+.01,1)<.1){var 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J.drawLabels(He,Ke,{vals:mr,layer:Ar,plotinfo:ct,transFn:br,labelFns:J.makeLabelFns(Ke,ir)})}),Ke.type==="multicategory"){var Rr={x:2,y:10}[Mt];yr.push(function(){var Qr={x:"height",y:"width"}[Mt],gr=Gr()[Qr]+Rr+(Ke._tickAngles[kt+"tick"]?Ke.tickfont.size*ne:0);return J.drawLabels(He,Ke,{vals:yt(Ke,mr),layer:Ar,cls:kt+"tick2",repositionOnUpdate:!0,secondary:!0,transFn:Cr,labelFns:J.makeLabelFns(Ke,ir+gr*Cn[4])})}),yr.push(function(){return Ke._depth=Cn[4]*(Gr("tick2")[Ke.side]-ir),function(Qr,gr,vr){var Ir=gr._id+"divider",kr=vr.vals,Yr=vr.layer.selectAll("path."+Ir).data(kr,Tt);Yr.exit().remove(),Yr.enter().insert("path",":first-child").classed(Ir,1).classed("crisp",1).call(a.stroke,gr.dividercolor).style("stroke-width",n.crispRound(Qr,gr.dividerwidth,1)+"px"),Yr.attr("transform",vr.transFn).attr("d",vr.path)}(He,Ke,{vals:rn,layer:Ar,path:J.makeTickPath(Ke,ir,Cn[4],{len:Ke._depth}),transFn:Cr})})}else Ke.title.hasOwnProperty("standoff")&&yr.push(function(){Ke._depth=Cn[4]*(Gr()[Ke.side]-ir)});var zr=b.getComponentMethod("rangeslider","isVisible")(Ke);return vt.skipTitle||zr&&Ke.side==="bottom"||yr.push(function(){return function(Qr,gr){var vr,Ir=Qr._fullLayout,kr=gr._id,Yr=kr.charAt(0),An=gr.title.font.size;if(gr.title.hasOwnProperty("standoff"))vr=gr._depth+gr.title.standoff+St(gr);else{var fn=it(gr);if(gr.type==="multicategory")vr=gr._depth;else{var hn=1.5*An;fn&&(hn=.5*An,gr.ticks==="outside"&&(hn+=gr.ticklen)),vr=10+hn+(gr.linewidth?gr.linewidth-1:0)}fn||(vr+=Yr==="x"?gr.side==="top"?An*(gr.showticklabels?1:0):An*(gr.showticklabels?1.5:.5):gr.side==="right"?An*(gr.showticklabels?1:.5):An*(gr.showticklabels?.5:0))}var _n,xn,Qn,In,Tn=J.getPxPosition(Qr,gr);if(Yr==="x"?(xn=gr._offset+gr._length/2,Qn=gr.side==="top"?Tn-vr:Tn+vr):(Qn=gr._offset+gr._length/2,xn=gr.side==="right"?Tn+vr:Tn-vr,_n={rotate:"-90",offset:0}),gr.type!=="multicategory"){var Kn=gr._selections[gr._id+"tick"];if(In={selection:Kn,side:gr.side},Kn&&Kn.node()&&Kn.node().parentNode){var Sn=n.getTranslate(Kn.node().parentNode);In.offsetLeft=Sn.x,In.offsetTop=Sn.y}gr.title.hasOwnProperty("standoff")&&(In.pad=0)}return gr._titleStandoff=vr,r.draw(Qr,kr+"title",{propContainer:gr,propName:gr._name+".title.text",placeholder:Ir._dfltTitle[Yr],avoid:In,transform:_n,attributes:{x:xn,y:Qn,"text-anchor":"middle"}})}(He,Ke)}),yr.push(function(){var Qr,gr,vr,Ir,kr=Ke.side.charAt(0),Yr=te[Ke.side].charAt(0),An=J.getPxPosition(He,Ke),fn=jr?Ke.ticklen:0;(Ke.automargin||zr||Ke._shiftPusher)&&(Ke.type==="multicategory"?Qr=Gr("tick2"):(Qr=Gr(),Mt==="x"&&kr==="b"&&(Ke._depth=Math.max(Qr.width>0?Qr.bottom-An:0,fn))));var hn=0,_n=0;if(Ke._shiftPusher&&(hn=Math.max(fn,Qr.height>0?kr==="l"?An-Qr.left:Qr.right-An:0),Ke.title.text!==Pt._dfltTitle[Mt]&&(_n=(Ke._titleStandoff||0)+(Ke._titleScoot||0),kr==="l"&&(_n+=St(Ke))),Ke._fullDepth=Math.max(hn,_n)),Ke.automargin){gr={x:0,y:0,r:0,l:0,t:0,b:0};var xn=[0,1],Qn=typeof Ke._shift=="number"?Ke._shift:0;if(Mt==="x"){if(kr==="b"?gr[kr]=Ke._depth:(gr[kr]=Ke._depth=Math.max(Qr.width>0?An-Qr.top:0,fn),xn.reverse()),Qr.width>0){var In=Qr.right-(Ke._offset+Ke._length);In>0&&(gr.xr=1,gr.r=In);var Tn=Ke._offset-Qr.left;Tn>0&&(gr.xl=0,gr.l=Tn)}}else if(kr==="l"?(Ke._depth=Math.max(Qr.height>0?An-Qr.left:0,fn),gr[kr]=Ke._depth-Qn):(Ke._depth=Math.max(Qr.height>0?Qr.right-An:0,fn),gr[kr]=Ke._depth+Qn,xn.reverse()),Qr.height>0){var Kn=Qr.bottom-(Ke._offset+Ke._length);Kn>0&&(gr.yb=0,gr.b=Kn);var Sn=Ke._offset-Qr.top;Sn>0&&(gr.yt=1,gr.t=Sn)}gr[Ht]=Ke.anchor==="free"?Ke.position:Ke._anchorAxis.domain[xn[0]],Ke.title.text!==Pt._dfltTitle[Mt]&&(gr[kr]+=St(Ke)+(Ke.title.standoff||0)),Ke.mirror&&Ke.anchor!=="free"&&((vr={x:0,y:0,r:0,l:0,t:0,b:0})[Yr]=Ke.linewidth,Ke.mirror&&Ke.mirror!==!0&&(vr[Yr]+=fn),Ke.mirror===!0||Ke.mirror==="ticks"?vr[Ht]=Ke._anchorAxis.domain[xn[1]]:Ke.mirror!=="all"&&Ke.mirror!=="allticks"||(vr[Ht]=[Ke._counterDomainMin,Ke._counterDomainMax][xn[1]]))}zr&&(Ir=b.getComponentMethod("rangeslider","autoMarginOpts")(He,Ke)),typeof Ke.automargin=="string"&&(at(gr,Ke.automargin),at(vr,Ke.automargin)),t.autoMargin(He,pt(Ke),gr),t.autoMargin(He,Ot(Ke),vr),t.autoMargin(He,Xt(Ke),Ir)}),d.syncOrAsync(yr)}}function Gr(Qr){var gr=kt+(Qr||"tick");return Kr[gr]||(Kr[gr]=function(vr,Ir,kr){var Yr,An,fn,hn;if(vr._selections[Ir].size())Yr=1/0,An=-1/0,fn=1/0,hn=-1/0,vr._selections[Ir].each(function(){var xn=ut(this),Qn=n.bBox(xn.node().parentNode);Yr=Math.min(Yr,Qn.top),An=Math.max(An,Qn.bottom),fn=Math.min(fn,Qn.left),hn=Math.max(hn,Qn.right)});else{var _n=J.makeLabelFns(vr,kr);Yr=An=_n.yFn({dx:0,dy:0,fontSize:0}),fn=hn=_n.xFn({dx:0,dy:0,fontSize:0})}return{top:Yr,bottom:An,left:fn,right:hn,height:An-Yr,width:hn-fn}}(Ke,gr,ir)),Kr[gr]}},J.getTickSigns=function(He,Ke){var vt=He._id.charAt(0),At={x:"top",y:"right"}[vt],wt=He.side===At?1:-1,ct=[-1,1,wt,-wt];return(Ke?(He.minor||{}).ticks:He.ticks)!=="inside"==(vt==="x")&&(ct=ct.map(function(Ct){return-Ct})),He.side&&ct.push({l:-1,t:-1,r:1,b:1}[He.side.charAt(0)]),ct},J.makeTransTickFn=function(He){return He._id.charAt(0)==="x"?function(Ke){return s(He._offset+He.l2p(Ke.x),0)}:function(Ke){return s(0,He._offset+He.l2p(Ke.x))}},J.makeTransTickLabelFn=function(He){var Ke=function(wt){var ct=wt.ticklabelposition||"",Ct=function(rr){return ct.indexOf(rr)!==-1},dt=Ct("top"),Pt=Ct("left"),kt=Ct("right"),Mt=Ct("bottom"),Ht=Ct("inside"),Vt=Mt||Pt||dt||kt;if(!Vt&&!Ht)return[0,0];var qt=wt.side,Ar=Vt?(wt.tickwidth||0)/2:0,Br=3,ir=wt.tickfont?wt.tickfont.size:12;return(Mt||dt)&&(Ar+=ir*oe,Br+=(wt.linewidth||0)/2),(Pt||kt)&&(Ar+=(wt.linewidth||0)/2,Br+=3),Ht&&qt==="top"&&(Br-=ir*(1-oe)),(Pt||dt)&&(Ar=-Ar),qt!=="bottom"&&qt!=="right"||(Br=-Br),[Vt?Ar:0,Ht?Br:0]}(He),vt=Ke[0],At=Ke[1];return He._id.charAt(0)==="x"?function(wt){return s(vt+He._offset+He.l2p(mt(wt)),At)}:function(wt){return s(At,vt+He._offset+He.l2p(mt(wt)))}},J.makeTickPath=function(He,Ke,vt,At){At||(At={});var wt=At.minor;if(wt&&!He.minor)return"";var ct=At.len!==void 0?At.len:wt?He.minor.ticklen:He.ticklen,Ct=He._id.charAt(0),dt=(He.linewidth||1)/2;return Ct==="x"?"M0,"+(Ke+dt*vt)+"v"+ct*vt:"M"+(Ke+dt*vt)+",0h"+ct*vt},J.makeLabelFns=function(He,Ke,vt){var At=He.ticklabelposition||"",wt=function(Jr){return At.indexOf(Jr)!==-1},ct=wt("top"),Ct=wt("left"),dt=wt("right"),Pt=wt("bottom")||Ct||ct||dt,kt=wt("inside"),Mt=At==="inside"&&He.ticks==="inside"||!kt&&He.ticks==="outside"&&He.tickson!=="boundaries",Ht=0,Vt=0,qt=Mt?He.ticklen:0;if(kt?qt*=-1:Pt&&(qt=0),Mt&&(Ht+=qt,vt)){var Ar=d.deg2rad(vt);Ht=qt*Math.cos(Ar)+1,Vt=qt*Math.sin(Ar)}He.showticklabels&&(Mt||He.showline)&&(Ht+=.2*He.tickfont.size);var Br,ir,rr,mr,Xr,Kr={labelStandoff:Ht+=(He.linewidth||1)/2*(kt?-1:1),labelShift:Vt},Sr=0,pr=He.side,Cr=He._id.charAt(0),br=He.tickangle;if(Cr==="x")mr=(Xr=!kt&&pr==="bottom"||kt&&pr==="top")?1:-1,kt&&(mr*=-1),Br=Vt*mr,ir=Ke+Ht*mr,rr=Xr?1:-.2,Math.abs(br)===90&&(kt?rr+=X:rr=br===-90&&pr==="bottom"?oe:br===90&&pr==="top"?X:.5,Sr=X/2*(br/90)),Kr.xFn=function(Jr){return Jr.dx+Br+Sr*Jr.fontSize},Kr.yFn=function(Jr){return Jr.dy+ir+Jr.fontSize*rr},Kr.anchorFn=function(Jr,nn){if(Pt){if(Ct)return"end";if(dt)return"start"}return h(nn)&&nn!==0&&nn!==180?nn*mr<0!==kt?"end":"start":"middle"},Kr.heightFn=function(Jr,nn,tn){return nn<-60||nn>60?-.5*tn:He.side==="top"!==kt?-tn:0};else if(Cr==="y"){if(mr=(Xr=!kt&&pr==="left"||kt&&pr==="right")?1:-1,kt&&(mr*=-1),Br=Ht,ir=Vt*mr,rr=0,kt||Math.abs(br)!==90||(rr=br===-90&&pr==="left"||br===90&&pr==="right"?oe:.5),kt){var Mr=h(br)?+br:0;if(Mr!==0){var jr=d.deg2rad(Mr);Sr=Math.abs(Math.sin(jr))*oe*mr,rr=0}}Kr.xFn=function(Jr){return Jr.dx+Ke-(Br+Jr.fontSize*rr)*mr+Sr*Jr.fontSize},Kr.yFn=function(Jr){return Jr.dy+ir+Jr.fontSize*X},Kr.anchorFn=function(Jr,nn){return h(nn)&&Math.abs(nn)===90?"middle":Xr?"end":"start"},Kr.heightFn=function(Jr,nn,tn){return He.side==="right"&&(nn*=-1),nn<-30?-tn:nn<30?-.5*tn:0}}return Kr},J.drawTicks=function(He,Ke,vt){vt=vt||{};var At=Ke._id+"tick",wt=[].concat(Ke.minor&&Ke.minor.ticks?vt.vals.filter(function(Ct){return Ct.minor&&!Ct.noTick}):[]).concat(Ke.ticks?vt.vals.filter(function(Ct){return!Ct.minor&&!Ct.noTick}):[]),ct=vt.layer.selectAll("path."+At).data(wt,Tt);ct.exit().remove(),ct.enter().append("path").classed(At,1).classed("ticks",1).classed("crisp",vt.crisp!==!1).each(function(Ct){return a.stroke(c.select(this),Ct.minor?Ke.minor.tickcolor:Ke.tickcolor)}).style("stroke-width",function(Ct){return n.crispRound(He,Ct.minor?Ke.minor.tickwidth:Ke.tickwidth,1)+"px"}).attr("d",vt.path).style("display",null),bt(Ke,[K]),ct.attr("transform",vt.transFn)},J.drawGrid=function(He,Ke,vt){if(vt=vt||{},Ke.tickmode!=="sync"){var At=Ke._id+"grid",wt=Ke.minor&&Ke.minor.showgrid,ct=wt?vt.vals.filter(function(rr){return rr.minor}):[],Ct=Ke.showgrid?vt.vals.filter(function(rr){return!rr.minor}):[],dt=vt.counterAxis;if(dt&&J.shouldShowZeroLine(He,Ke,dt))for(var Pt=Ke.tickmode==="array",kt=0;kt<Ct.length;kt++){var Mt=Ct[kt].x;if(Pt?!Mt:Math.abs(Mt)<Ke.dtick/100){if(Ct=Ct.slice(0,kt).concat(Ct.slice(kt+1)),!Pt)break;kt--}}Ke._gw=n.crispRound(He,Ke.gridwidth,1);for(var Ht=wt?n.crispRound(He,Ke.minor.gridwidth,1):0,Vt=vt.layer,qt=vt.minorLayer,Ar=1;Ar>=0;Ar--){var Br=Ar?Vt:qt;if(Br){var ir=Br.selectAll("path."+At).data(Ar?Ct:ct,Tt);ir.exit().remove(),ir.enter().append("path").classed(At,1).classed("crisp",vt.crisp!==!1),ir.attr("transform",vt.transFn).attr("d",vt.path).each(function(rr){return a.stroke(c.select(this),rr.minor?Ke.minor.gridcolor:Ke.gridcolor||"#ddd")}).style("stroke-dasharray",function(rr){return n.dashStyle(rr.minor?Ke.minor.griddash:Ke.griddash,rr.minor?Ke.minor.gridwidth:Ke.gridwidth)}).style("stroke-width",function(rr){return(rr.minor?Ht:Ke._gw)+"px"}).style("display",null),typeof vt.path=="function"&&ir.attr("d",vt.path)}}bt(Ke,[H,U])}},J.drawZeroLine=function(He,Ke,vt){vt=vt||vt;var At=Ke._id+"zl",wt=J.shouldShowZeroLine(He,Ke,vt.counterAxis),ct=vt.layer.selectAll("path."+At).data(wt?[{x:0,id:Ke._id}]:[]);ct.exit().remove(),ct.enter().append("path").classed(At,1).classed("zl",1).classed("crisp",vt.crisp!==!1).each(function(){vt.layer.selectAll("path").sort(function(Ct,dt){return Ae(Ct.id,dt.id)})}),ct.attr("transform",vt.transFn).attr("d",vt.path).call(a.stroke,Ke.zerolinecolor||a.defaultLine).style("stroke-width",n.crispRound(He,Ke.zerolinewidth,Ke._gw||1)+"px").style("display",null),bt(Ke,[O])},J.drawLabels=function(He,Ke,vt){vt=vt||{};var At=He._fullLayout,wt=Ke._id,ct=vt.cls||wt+"tick",Ct=vt.vals.filter(function(sn){return sn.text}),dt=vt.labelFns,Pt=vt.secondary?0:Ke.tickangle,kt=(Ke._prevTickAngles||{})[ct],Mt=vt.layer.selectAll("g."+ct).data(Ke.showticklabels?Ct:[],Tt),Ht=[];function Vt(sn,En){sn.each(function(On){var Un=c.select(this),Cn=Un.select(".text-math-group"),ni=dt.anchorFn(On,En),or=vt.transFn.call(Un.node(),On)+(h(En)&&+En!=0?" rotate("+En+","+dt.xFn(On)+","+(dt.yFn(On)-On.fontSize/2)+")":""),wr=o.lineCount(Un),Hr=ne*On.fontSize,Or=dt.heightFn(On,h(En)?+En:0,(wr-1)*Hr);if(Or&&(or+=s(0,Or)),Cn.empty()){var en=Un.select("text");en.attr({transform:or,"text-anchor":ni}),en.style("opacity",1),Ke._adjustTickLabelsOverflow&&Ke._adjustTickLabelsOverflow()}else{var mn=n.bBox(Cn.node()).width*{end:-.5,start:.5}[ni];Cn.attr("transform",or+s(mn,0))}})}Mt.enter().append("g").classed(ct,1).append("text").attr("text-anchor","middle").each(function(sn){var En=c.select(this),On=He._promises.length;En.call(o.positionText,dt.xFn(sn),dt.yFn(sn)).call(n.font,sn.font,sn.fontSize,sn.fontColor).text(sn.text).call(o.convertToTspans,He),He._promises[On]?Ht.push(He._promises.pop().then(function(){Vt(En,Pt)})):Vt(En,Pt)}),bt(Ke,[Z]),Mt.exit().remove(),vt.repositionOnUpdate&&Mt.each(function(sn){c.select(this).select("text").call(o.positionText,dt.xFn(sn),dt.yFn(sn))}),Ke._adjustTickLabelsOverflow=function(){var sn=Ke.ticklabeloverflow;if(sn&&sn!=="allow"){var En=sn.indexOf("hide")!==-1,On=Ke._id.charAt(0)==="x",Un=0,Cn=On?He._fullLayout.width:He._fullLayout.height;if(sn.indexOf("domain")!==-1){var ni=d.simpleMap(Ke.range,Ke.r2l);Un=Ke.l2p(ni[0])+Ke._offset,Cn=Ke.l2p(ni[1])+Ke._offset}var or=Math.min(Un,Cn),wr=Math.max(Un,Cn),Hr=Ke.side,Or=1/0,en=-1/0;for(var mn in Mt.each(function(kn){var $t=c.select(this);if($t.select(".text-math-group").empty()){var Dr=n.bBox($t.node()),Kt=0;On?(Dr.right>wr||Dr.left<or)&&(Kt=1):(Dr.bottom>wr||Dr.top+(Ke.tickangle?0:kn.fontSize/4)<or)&&(Kt=1);var lr=$t.select("text");Kt?En&&lr.style("opacity",0):(lr.style("opacity",1),Or=Hr==="bottom"||Hr==="right"?Math.min(Or,On?Dr.top:Dr.left):-1/0,en=Hr==="top"||Hr==="left"?Math.max(en,On?Dr.bottom:Dr.right):1/0)}}),At._plots){var on=At._plots[mn];if(Ke._id===on.xaxis._id||Ke._id===on.yaxis._id){var cn=On?on.yaxis:on.xaxis;cn&&(cn["_visibleLabelMin_"+Ke._id]=Or,cn["_visibleLabelMax_"+Ke._id]=en)}}}},Ke._hideCounterAxisInsideTickLabels=function(sn){var En=Ke._id.charAt(0)==="x",On=[];for(var Un in At._plots){var Cn=At._plots[Un];Ke._id!==Cn.xaxis._id&&Ke._id!==Cn.yaxis._id||On.push(En?Cn.yaxis:Cn.xaxis)}On.forEach(function(ni,or){ni&&it(ni)&&(sn||[O,U,H,K,Z]).forEach(function(wr){var Hr=wr.K==="tick"&&wr.L==="text"&&Ke.ticklabelmode==="period",Or=At._plots[Ke._mainSubplot];(wr.K===O.K?Or.zerolinelayer.selectAll("."+Ke._id+"zl"):wr.K===U.K?Or.minorGridlayer.selectAll("."+Ke._id):wr.K===H.K?Or.gridlayer.selectAll("."+Ke._id):Or[Ke._id.charAt(0)+"axislayer"]).each(function(){var en=c.select(this);wr.L&&(en=en.selectAll(wr.L)),en.each(function(mn){var on=Ke.l2p(Hr?mt(mn):mn.x)+Ke._offset,cn=c.select(this);on<Ke["_visibleLabelMax_"+ni._id]&&on>Ke["_visibleLabelMin_"+ni._id]?cn.style("display","none"):wr.K!=="tick"||or||cn.style("display",null)})})})})},Vt(Mt,kt+1?kt:Pt);var qt=null;Ke._selections&&(Ke._selections[ct]=Mt);var Ar=[function(){return Ht.length&&Promise.all(Ht)}];Ke.automargin&&At._redrawFromAutoMarginCount&&kt===90?(qt=kt,Ar.push(function(){Vt(Mt,kt)})):Ar.push(function(){if(Vt(Mt,Pt),Ct.length&&Ke.autotickangles&&(Ke.type!=="log"||String(Ke.dtick).charAt(0)!=="D")){qt=Ke.autotickangles[0];var sn,En=0,On=[],Un=1;if(Mt.each(function(zr){En=Math.max(En,zr.fontSize);var Gr=Ke.l2p(zr.x),Qr=ut(this),gr=n.bBox(Qr.node());Un=Math.max(Un,o.lineCount(Qr)),On.push({top:0,bottom:10,height:10,left:Gr-gr.width/2,right:Gr+gr.width/2+2,width:gr.width+2})}),Ke.tickson!=="boundaries"&&!Ke.showdividers||vt.secondary){var Cn=Ct.length,ni=Math.abs((Ct[Cn-1].x-Ct[0].x)*Ke._m)/(Cn-1),or=Ke.ticklabelposition||"",wr=function(zr){return or.indexOf(zr)!==-1},Hr=wr("top"),Or=wr("left"),en=wr("right"),mn=wr("bottom")||Or||Hr||en?(Ke.tickwidth||0)+6:0,on=ni,cn=1.25*En*Un,kn=on/Math.sqrt(Math.pow(on,2)+Math.pow(cn,2)),$t=Ke.autotickangles.map(function(zr){return zr*Math.PI/180}),Dr=$t.find(function(zr){return Math.abs(Math.cos(zr))<=kn});Dr===void 0&&(Dr=$t.reduce(function(zr,Gr){return Math.abs(Math.cos(zr))<Math.abs(Math.cos(Gr))?zr:Gr},$t[0]));var Kt=Dr*(180/Math.PI);for(sn=0;sn<On.length-1;sn++)if(d.bBoxIntersect(On[sn],On[sn+1],mn)){qt=Kt;break}}else{var lr=2;for(Ke.ticks&&(lr+=Ke.tickwidth/2),sn=0;sn<On.length;sn++){var yr=Ct[sn].xbnd,Rr=On[sn];if(yr[0]!==null&&Rr.left-Ke.l2p(yr[0])<lr||yr[1]!==null&&Ke.l2p(yr[1])-Rr.right<lr){qt=90;break}}}qt&&Vt(Mt,qt)}}),Ke._tickAngles&&Ar.push(function(){Ke._tickAngles[ct]=qt===null?h(Pt)?Pt:0:qt});var Br=function(){var sn=0,En=0;return Mt.each(function(On,Un){var Cn,ni=ut(this);ni.select(".text-math-group").empty()&&(Ke._vals[Un]&&(Cn=Ke._vals[Un].bb||n.bBox(ni.node()),Ke._vals[Un].bb=Cn),sn=Math.max(sn,Cn.width),En=Math.max(En,Cn.height))}),{labelsMaxW:sn,labelsMaxH:En}},ir=Ke._anchorAxis;if(ir&&(ir.autorange||ir.insiderange)&&it(Ke)&&!ue(At,Ke._id)&&(At._insideTickLabelsUpdaterange||(At._insideTickLabelsUpdaterange={}),ir.autorange&&(At._insideTickLabelsUpdaterange[ir._name+".autorange"]=ir.autorange,Ar.push(Br)),ir.insiderange)){var rr=Br(),mr=Ke._id.charAt(0)==="y"?rr.labelsMaxW:rr.labelsMaxH;mr+=6,Ke.ticklabelposition==="inside"&&(mr+=Ke.ticklen||0);var Xr=Ke.side==="right"||Ke.side==="top"?1:-1,Kr=Xr===1?1:0,Sr=Xr===1?0:1,pr=[];pr[Sr]=ir.range[Sr];var Cr=ir.range,br=ir.r2p(Cr[Kr]),Mr=ir.r2p(Cr[Sr]),jr=At._insideTickLabelsUpdaterange[ir._name+".range"];if(jr){var Jr=ir.r2p(jr[Kr]),nn=ir.r2p(jr[Sr]),tn=Xr*(Ke._id.charAt(0)==="y"?1:-1);tn*br<tn*Jr&&(br=Jr,pr[Kr]=Cr[Kr]=jr[Kr]),tn*Mr>tn*nn&&(Mr=nn,pr[Sr]=Cr[Sr]=jr[Sr])}var rn=Math.abs(Mr-br);rn-mr>0?mr*=1+mr/(rn-=mr):mr=0,Ke._id.charAt(0)!=="y"&&(mr=-mr),pr[Kr]=ir.p2r(ir.r2p(Cr[Kr])+Xr*mr),ir.autorange==="min"||ir.autorange==="max reversed"?(pr[0]=null,ir._rangeInitial0=void 0,ir._rangeInitial1=void 0):ir.autorange!=="max"&&ir.autorange!=="min reversed"||(pr[1]=null,ir._rangeInitial0=void 0,ir._rangeInitial1=void 0),At._insideTickLabelsUpdaterange[ir._name+".range"]=pr}var dn=d.syncOrAsync(Ar);return dn&&dn.then&&He._promises.push(dn),dn},J.getPxPosition=function(He,Ke){var vt,At=He._fullLayout._size,wt=Ke._id.charAt(0),ct=Ke.side;return Ke.anchor!=="free"?vt=Ke._anchorAxis:wt==="x"?vt={_offset:At.t+(1-(Ke.position||0))*At.h,_length:0}:wt==="y"&&(vt={_offset:At.l+(Ke.position||0)*At.w+Ke._shift,_length:0}),ct==="top"||ct==="left"?vt._offset:ct==="bottom"||ct==="right"?vt._offset+vt._length:void 0},J.shouldShowZeroLine=function(He,Ke,vt){var At=d.simpleMap(Ke.range,Ke.r2l);return At[0]*At[1]<=0&&Ke.zeroline&&(Ke.type==="linear"||Ke.type==="-")&&!(Ke.rangebreaks&&Ke.maskBreaks(0)===P)&&(Qt(Ke,0)||!function(wt,ct,Ct,dt){var Pt=Ct._mainAxis;if(Pt){var kt=wt._fullLayout,Mt=ct._id.charAt(0),Ht=J.counterLetter(ct._id),Vt=ct._offset+(Math.abs(dt[0])<Math.abs(dt[1])==(Mt==="x")?0:ct._length),qt=kt._plots[Ct._mainSubplot];if(!(qt.mainplotinfo||qt).overlays.length)return rr(Ct);for(var Ar=J.list(wt,Ht),Br=0;Br<Ar.length;Br++){var ir=Ar[Br];if(ir._mainAxis===Pt&&rr(ir))return!0}}function rr(mr){if(!mr.showline||!mr.linewidth)return!1;var Xr=Math.max((mr.linewidth+ct.zerolinewidth)/2,1);function Kr(Cr){return typeof Cr=="number"&&Math.abs(Cr-Vt)<Xr}if(Kr(mr._mainLinePosition)||Kr(mr._mainMirrorPosition))return!0;var Sr=mr._linepositions||{};for(var pr in Sr)if(Kr(Sr[pr][0])||Kr(Sr[pr][1]))return!0}}(He,Ke,vt,At)||function(wt,ct){for(var Ct=wt._fullData,dt=ct._mainSubplot,Pt=ct._id.charAt(0),kt=0;kt<Ct.length;kt++){var 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Pt}(He,Ke),At=0;At<vt.length;At++)jt(He,vt[At].x,vt[At].y)}},52976:function(Q,_,e){var c=e(38248),h=e(3400),t=e(39032).BADNUM,b=h.isArrayOrTypedArray,d=h.isDateTime,s=h.cleanNumber,o=Math.round;function r(n,i){return i?c(n):typeof n=="number"}function a(n){return Math.max(1,(n-1)/1e3)}Q.exports=function(n,i,A){var l=n,u=A.noMultiCategory;if(b(l)&&!l.length)return"-";if(!u&&function(v){return b(v[0])&&b(v[1])}(l))return"multicategory";if(u&&Array.isArray(l[0])){for(var g=[],f=0;f<l.length;f++)if(b(l[f]))for(var B=0;B<l[f].length;B++)g.push(l[f][B]);l=g}if(function(v,y){for(var x=v.length,w=a(x),C=0,p=0,I={},E=0;E<x;E+=w){var M=v[o(E)],L=String(M);I[L]||(I[L]=1,d(M,y)&&C++,c(M)&&p++)}return C>2*p}(l,i))return"date";var m=A.autotypenumbers!=="strict";return function(v,y){for(var x=v.length,w=a(x),C=0,p=0,I={},E=0;E<x;E+=w){var M=v[o(E)],L=String(M);if(!I[L]){I[L]=1;var S=typeof M;S==="boolean"?p++:(y?s(M)!==t:S==="number")?C++:S==="string"&&p++}}return 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U=w("color"),K=U!==s.color.dflt?U:M.color,Z=L.label||p._dfltTitle[E];if(n(y,x,w,O,C),!S)return x;w("title.text",Z),t.coerceFont(w,"title.font",{family:M.family,size:t.bigFont(M.size),color:K}),o(y,x,w,O);var N=C.hasMinor;if(N&&(b.newContainer(x,"minor"),o(y,x,w,O,{isMinor:!0})),a(y,x,w,O,C),r(y,x,w,C),N){var G=C.isMinor;C.isMinor=!0,r(y,x,w,C),C.isMinor=G}A(y,x,w,{dfltColor:U,bgColor:C.bgColor,showGrid:C.showGrid,hasMinor:N,attributes:s}),!N||x.minor.ticks||x.minor.showgrid||delete x.minor,(x.showline||x.ticks)&&w("mirror");var X,oe=O==="multicategory";if(C.noTickson||O!=="category"&&!oe||!x.ticks&&!x.showgrid||(oe&&(X="boundaries"),w("tickson",X)==="boundaries"&&delete x.ticklabelposition),oe&&w("showdividers")&&(w("dividercolor"),w("dividerwidth")),O==="date")if(d(y,x,{name:"rangebreaks",inclusionAttr:"enabled",handleItemDefaults:B}),x.rangebreaks.length){for(var ne=0;ne<x.rangebreaks.length;ne++)if(x.rangebreaks[ne].pattern===g){x._hasDayOfWeekBreaks=!0;break}if(u(x,p),p._has("scattergl")||p._has("splom"))for(var te=0;te<C.data.length;te++){var J=C.data[te];J.type!=="scattergl"&&J.type!=="splom"||(J.visible=!1,t.warn(J.type+" traces do not work on axes with rangebreaks. 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B,m,v,y,x,w,C,p,I=f._fullLayout,E=I._axisConstraintGroups||[];for(B=0;B<E.length;B++){v=u(E[B],I);var M=Object.keys(v),L=1/0,S=0,P=1/0,O={},H={},U=!1;for(m=0;m<M.length;m++)H[y=M[m]]=x=I[t(y)],x._inputDomain?x.domain=x._inputDomain.slice():x._inputDomain=x.domain.slice(),x._inputRange||(x._inputRange=x.range.slice()),x.setScale(),O[y]=w=Math.abs(x._m)/v[y],L=Math.min(L,w),x.constrain!=="domain"&&x._constraintShrinkable||(P=Math.min(P,w)),delete x._constraintShrinkable,S=Math.max(S,w),x.constrain==="domain"&&(U=!0);if(!(L>o*S)||U){for(m=0;m<M.length;m++)if(w=O[y=M[m]],C=(x=H[y]).constrain,w!==P||C==="domain")if(p=w/P,C==="range")d(x,p);else{var K=x._inputDomain,Z=(x.domain[1]-x.domain[0])/(K[1]-K[0]),N=(x.r2l(x.range[1])-x.r2l(x.range[0]))/(x.r2l(x._inputRange[1])-x.r2l(x._inputRange[0]));if((p/=Z)*N<1){x.domain=x._input.domain=K.slice(),d(x,p);continue}if(N<1&&(x.range=x._input.range=x._inputRange.slice(),p*=N),x.autorange){var 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c=e(33428),h=e(3400),t=h.numberFormat,b=e(49760),d=e(89184),s=e(24040),o=h.strTranslate,r=e(72736),a=e(76308),n=e(43616),i=e(93024),A=e(54460),l=e(93972),u=e(86476),g=e(72760),f=g.selectingOrDrawing,B=g.freeMode,m=e(84284).FROM_TL,v=e(73696),y=e(39172).redrawReglTraces,x=e(7316),w=e(79811).getFromId,C=e(22676).prepSelect,p=e(22676).clearOutline,I=e(22676).selectOnClick,E=e(21160),M=e(33816),L=M.MINDRAG,S=M.MINZOOM,P=!0;function O(le,fe,ve,ye){var we=h.ensureSingle(le.draglayer,fe,ve,function(Ce){Ce.classed("drag",!0).style({fill:"transparent","stroke-width":0}).attr("data-subplot",le.id)});return we.call(l,ye),we.node()}function H(le,fe,ve,ye,we,Ce,Be){var xe=O(le,"rect",fe,ve);return c.select(xe).call(n.setRect,ye,we,Ce,Be),xe}function U(le,fe){for(var ve=0;ve<le.length;ve++)if(!le[ve].fixedrange)return fe;return""}function K(le,fe,ve,ye,we){for(var Ce=0;Ce<le.length;Ce++){var Be=le[Ce];if(!Be.fixedrange)if(Be.rangebreaks){var xe=Be._id.charAt(0)==="y",Te=xe?1-fe:fe,Ie=xe?1-ve:ve;ye[Be._name+".range[0]"]=Be.l2r(Be.p2l(Te*Be._length)),ye[Be._name+".range[1]"]=Be.l2r(Be.p2l(Ie*Be._length))}else{var pe=Be._rl[0],ce=Be._rl[1]-pe;ye[Be._name+".range[0]"]=Be.l2r(pe+ce*fe),ye[Be._name+".range[1]"]=Be.l2r(pe+ce*ve)}}if(we&&we.length){var me=(fe+(1-ve))/2;K(we,me,1-me,ye,[])}}function Z(le,fe){for(var ve=0;ve<le.length;ve++){var ye=le[ve];if(!ye.fixedrange){if(ye.rangebreaks){var we=ye._length,Ce=(ye.p2l(0+fe)-ye.p2l(0)+(ye.p2l(we+fe)-ye.p2l(we)))/2;ye.range=[ye.l2r(ye._rl[0]-Ce),ye.l2r(ye._rl[1]-Ce)]}else ye.range=[ye.l2r(ye._rl[0]-fe/ye._m),ye.l2r(ye._rl[1]-fe/ye._m)];ye.limitRange&&ye.limitRange()}}}function N(le){return 1-(le>=0?Math.min(le,.9):1/(1/Math.max(le,-.3)+3.222))}function G(le,fe,ve,ye,we){return le.append("path").attr("class","zoombox").style({fill:fe>.2?"rgba(0,0,0,0)":"rgba(255,255,255,0)","stroke-width":0}).attr("transform",o(ve,ye)).attr("d",we+"Z")}function X(le,fe,ve){return le.append("path").attr("class","zoombox-corners").style({fill:a.background,stroke:a.defaultLine,"stroke-width":1,opacity:0}).attr("transform",o(fe,ve)).attr("d","M0,0Z")}function oe(le,fe,ve,ye,we,Ce){le.attr("d",ye+"M"+ve.l+","+ve.t+"v"+ve.h+"h"+ve.w+"v-"+ve.h+"h-"+ve.w+"Z"),ne(le,fe,we,Ce)}function ne(le,fe,ve,ye){ve||(le.transition().style("fill",ye>.2?"rgba(0,0,0,0.4)":"rgba(255,255,255,0.3)").duration(200),fe.transition().style("opacity",1).duration(200))}function te(le){c.select(le).selectAll(".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners").remove()}function J(le){P&&le.data&&le._context.showTips&&(h.notifier(h._(le,"Double-click to zoom back out"),"long"),P=!1)}function re(le){var fe=Math.floor(Math.min(le.b-le.t,le.r-le.l,S)/2);return"M"+(le.l-3.5)+","+(le.t-.5+fe)+"h3v"+-fe+"h"+fe+"v-3h-"+(fe+3)+"ZM"+(le.r+3.5)+","+(le.t-.5+fe)+"h-3v"+-fe+"h"+-fe+"v-3h"+(fe+3)+"ZM"+(le.r+3.5)+","+(le.b+.5-fe)+"h-3v"+fe+"h"+-fe+"v3h"+(fe+3)+"ZM"+(le.l-3.5)+","+(le.b+.5-fe)+"h3v"+fe+"h"+fe+"v3h-"+(fe+3)+"Z"}function ie(le,fe,ve,ye,we){for(var Ce,Be,xe,Te,Ie=!1,pe={},ce={},me=(we||{}).xaHash,Fe=(we||{}).yaHash,Qe=0;Qe<fe.length;Qe++){var Me=fe[Qe];for(Ce in ve)if(Me[Ce]){for(xe in Me)we&&(me[xe]||Fe[xe])||(xe.charAt(0)==="x"?ve:ye)[xe]||(pe[xe]=Ce);for(Be in ye)we&&(me[Be]||Fe[Be])||!Me[Be]||(Ie=!0)}for(Be in ye)if(Me[Be])for(Te in Me)we&&(me[Te]||Fe[Te])||(Te.charAt(0)==="x"?ve:ye)[Te]||(ce[Te]=Be)}Ie&&(h.extendFlat(pe,ce),ce={});var Le={},Oe=[];for(xe in pe){var ge=w(le,xe);Oe.push(ge),Le[ge._id]=ge}var _e={},Ee=[];for(Te in ce){var Re=w(le,Te);Ee.push(Re),_e[Re._id]=Re}return{xaHash:Le,yaHash:_e,xaxes:Oe,yaxes:Ee,xLinks:pe,yLinks:ce,isSubplotConstrained:Ie}}function Ae(le,fe){if(d){var ve=le.onwheel!==void 0?"wheel":"mousewheel";le._onwheel&&le.removeEventListener(ve,le._onwheel),le._onwheel=fe,le.addEventListener(ve,fe,{passive:!1})}else le.onwheel!==void 0?le.onwheel=fe:le.onmousewheel!==void 0?le.onmousewheel=fe:le.isAddedWheelEvent||(le.isAddedWheelEvent=!0,le.addEventListener("wheel",fe,{passive:!1}))}function ue(le){var fe=[];for(var ve in le)fe.push(le[ve]);return fe}Q.exports={makeDragBox:function(le,fe,ve,ye,we,Ce,Be,xe){var Te,Ie,pe,ce,me,Fe,Qe,Me,Le,Oe,ge,_e,Ee,Re,Ne,ze,Ye,Je,at,yt,mt,Tt,St,Qt=le._fullLayout._zoomlayer,ut=Be+xe==="nsew",pt=(Be+xe).length===1;function Ot(){if(Te=fe.xaxis,Ie=fe.yaxis,Le=Te._length,Oe=Ie._length,Qe=Te._offset,Me=Ie._offset,(pe={})[Te._id]=Te,(ce={})[Ie._id]=Ie,Be&&xe)for(var pr=fe.overlays,Cr=0;Cr<pr.length;Cr++){var br=pr[Cr].xaxis;pe[br._id]=br;var Mr=pr[Cr].yaxis;ce[Mr._id]=Mr}me=ue(pe),Fe=ue(ce),Ee=U(me,xe),Re=U(Fe,Be),Ne=!Re&&!Ee,_e=ie(le,le._fullLayout._axisMatchGroups,pe,ce);var jr=(ge=ie(le,le._fullLayout._axisConstraintGroups,pe,ce,_e)).isSubplotConstrained||_e.isSubplotConstrained;ze=xe||jr,Ye=Be||jr;var Jr=le._fullLayout;Je=Jr._has("scattergl"),at=Jr._has("splom"),yt=Jr._has("svg")}ve+=fe.yaxis._shift,Ot();var Xt=function(pr,Cr,br){return pr?pr==="nsew"?br?"":Cr==="pan"?"move":"crosshair":pr.toLowerCase()+"-resize":"pointer"}(Re+Ee,le._fullLayout.dragmode,ut),Gt=H(fe,Be+xe+"drag",Xt,ve,ye,we,Ce);if(Ne&&!ut)return Gt.onmousedown=null,Gt.style.pointerEvents="none",Gt;var jt,rt,ot,Ge,it,bt,gt,He,Ke,vt,At={element:Gt,gd:le,plotinfo:fe};function wt(){At.plotinfo.selection=!1,p(le)}function ct(pr,Cr){var br=At.gd;if(br._fullLayout._activeShapeIndex>=0)br._fullLayout._deactivateShape(br);else{var Mr=br._fullLayout.clickmode;if(te(br),pr!==2||pt||ir(),ut)Mr.indexOf("select")>-1&&I(Cr,br,me,Fe,fe.id,At),Mr.indexOf("event")>-1&&i.click(br,Cr,fe.id);else if(pr===1&&pt){var jr=Be?Ie:Te,Jr=Be==="s"||xe==="w"?0:1,nn=jr._name+".range["+Jr+"]",tn=function(sn,En){var On,Un=sn.range[En],Cn=Math.abs(Un-sn.range[1-En]);return sn.type==="date"?Un:sn.type==="log"?(On=Math.ceil(Math.max(0,-Math.log(Cn)/Math.LN10))+3,t("."+On+"g")(Math.pow(10,Un))):(On=Math.floor(Math.log(Math.abs(Un))/Math.LN10)-Math.floor(Math.log(Cn)/Math.LN10)+4,t("."+String(On)+"g")(Un))}(jr,Jr),rn="left",dn="middle";if(jr.fixedrange)return;Be?(dn=Be==="n"?"top":"bottom",jr.side==="right"&&(rn="right")):xe==="e"&&(rn="right"),br._context.showAxisRangeEntryBoxes&&c.select(Gt).call(r.makeEditable,{gd:br,immediate:!0,background:br._fullLayout.paper_bgcolor,text:String(tn),fill:jr.tickfont?jr.tickfont.color:"#444",horizontalAlign:rn,verticalAlign:dn}).on("edit",function(sn){var En=jr.d2r(sn);En!==void 0&&s.call("_guiRelayout",br,nn,En)})}}}function Ct(pr,Cr){if(le._transitioningWithDuration)return!1;var br=Math.max(0,Math.min(Le,Tt*pr+jt)),Mr=Math.max(0,Math.min(Oe,St*Cr+rt)),jr=Math.abs(br-jt),Jr=Math.abs(Mr-rt);function nn(){gt="",ot.r=ot.l,ot.t=ot.b,Ke.attr("d","M0,0Z")}if(ot.l=Math.min(jt,br),ot.r=Math.max(jt,br),ot.t=Math.min(rt,Mr),ot.b=Math.max(rt,Mr),ge.isSubplotConstrained)jr>S||Jr>S?(gt="xy",jr/Le>Jr/Oe?(Jr=jr*Oe/Le,rt>Mr?ot.t=rt-Jr:ot.b=rt+Jr):(jr=Jr*Le/Oe,jt>br?ot.l=jt-jr:ot.r=jt+jr),Ke.attr("d",re(ot))):nn();else if(_e.isSubplotConstrained)if(jr>S||Jr>S){gt="xy";var tn=Math.min(ot.l/Le,(Oe-ot.b)/Oe),rn=Math.max(ot.r/Le,(Oe-ot.t)/Oe);ot.l=tn*Le,ot.r=rn*Le,ot.b=(1-tn)*Oe,ot.t=(1-rn)*Oe,Ke.attr("d",re(ot))}else 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Mr=At.dragmode,jr=le._fullLayout.dragmode;jr!==Mr&&(At.dragmode=jr),Ot(),Tt=le._fullLayout._invScaleX,St=le._fullLayout._invScaleY,Ne||(ut?pr.shiftKey?jr==="pan"?jr="zoom":f(jr)||(jr="pan"):pr.ctrlKey&&(jr="pan"):jr="pan"),B(jr)?At.minDrag=1:At.minDrag=void 0,f(jr)?(At.xaxes=me,At.yaxes=Fe,C(pr,Cr,br,At,jr)):(At.clickFn=ct,f(Mr)&&wt(),Ne||(jr==="zoom"?(At.moveFn=Ct,At.doneFn=Pt,At.minDrag=1,function(Jr,nn,tn){var rn=Gt.getBoundingClientRect();jt=nn-rn.left,rt=tn-rn.top,le._fullLayout._calcInverseTransform(le);var dn=h.apply3DTransform(le._fullLayout._invTransform)(jt,rt);jt=dn[0],rt=dn[1],ot={l:jt,r:jt,w:0,t:rt,b:rt,h:0},Ge=le._hmpixcount?le._hmlumcount/le._hmpixcount:b(le._fullLayout.plot_bgcolor).getLuminance(),bt=!1,gt="xy",vt=!1,He=G(Qt,Ge,Qe,Me,it="M0,0H"+Le+"V"+Oe+"H0V0"),Ke=X(Qt,Qe,Me)}(0,Cr,br)):jr==="pan"&&(At.moveFn=qt,At.doneFn=rr))),le._fullLayout._redrag=function(){var Jr=le._dragdata;if(Jr&&Jr.element===Gt){var nn=le._fullLayout.dragmode;f(nn)||(Ot(),mr([0,0,Le,Oe]),At.moveFn(Jr.dx,Jr.dy))}}},u.init(At);var kt=[0,0,Le,Oe],Mt=null,Ht=M.REDRAWDELAY,Vt=fe.mainplot?le._fullLayout._plots[fe.mainplot]:fe;function qt(pr,Cr){if(pr*=Tt,Cr*=St,!le._transitioningWithDuration){if(le._fullLayout._replotting=!0,Ee==="ew"||Re==="ns"){var br=Ee?-pr:0,Mr=Re?-Cr:0;if(_e.isSubplotConstrained){if(Ee&&Re){var jr=(pr/Le-Cr/Oe)/2;br=-(pr=jr*Le),Mr=-(Cr=-jr*Oe)}Re?br=-Mr*Le/Oe:Mr=-br*Oe/Le}return Ee&&(Z(me,pr),Ar("x")),Re&&(Z(Fe,Cr),Ar("y")),mr([br,Mr,Le,Oe]),Br(),void le.emit("plotly_relayouting",mt)}var Jr,nn,tn=Ee==="w"==(Re==="n")?1:-1;if(Ee&&Re&&(ge.isSubplotConstrained||_e.isSubplotConstrained)){var rn=(pr/Le+tn*Cr/Oe)/2;pr=rn*Le,Cr=tn*rn*Oe}if(Ee==="w"?pr=On(me,0,pr):Ee==="e"?pr=On(me,1,-pr):Ee||(pr=0),Re==="n"?Cr=On(Fe,1,Cr):Re==="s"?Cr=On(Fe,0,-Cr):Re||(Cr=0),Jr=Ee==="w"?pr:0,nn=Re==="n"?Cr:0,ge.isSubplotConstrained&&!_e.isSubplotConstrained||_e.isSubplotConstrained&&Ee&&Re&&tn>0){var dn;if(_e.isSubplotConstrained||!Ee&&Re.length===1){for(dn=0;dn<me.length;dn++)me[dn].range=me[dn]._r.slice(),E(me[dn],1-Cr/Oe);Jr=(pr=Cr*Le/Oe)/2}if(_e.isSubplotConstrained||!Re&&Ee.length===1){for(dn=0;dn<Fe.length;dn++)Fe[dn].range=Fe[dn]._r.slice(),E(Fe[dn],1-pr/Le);nn=(Cr=pr*Oe/Le)/2}}_e.isSubplotConstrained&&Re||Ar("x"),_e.isSubplotConstrained&&Ee||Ar("y");var sn=Le-pr,En=Oe-Cr;!_e.isSubplotConstrained||Ee&&Re||(Ee?(nn=Jr?0:pr*Oe/Le,En=sn*Oe/Le):(Jr=nn?0:Cr*Le/Oe,sn=En*Le/Oe)),mr([Jr,nn,sn,En]),Br(),le.emit("plotly_relayouting",mt)}function On(Un,Cn,ni){for(var or,wr,Hr=1-Cn,Or=0;Or<Un.length;Or++){var en=Un[Or];if(!en.fixedrange){or=en,wr=en._rl[Hr]+(en._rl[Cn]-en._rl[Hr])/N(ni/en._length);var mn=en.l2r(wr);mn!==!1&&mn!==void 0&&(en.range[Cn]=mn)}}return or._length*(or._rl[Cn]-wr)/(or._rl[Cn]-or._rl[Hr])}}function Ar(pr,Cr){for(var br=_e.isSubplotConstrained?{x:Fe,y:me}[pr]:_e[pr+"axes"],Mr=_e.isSubplotConstrained?{x:me,y:Fe}[pr]:[],jr=0;jr<br.length;jr++){var Jr=br[jr],nn=Jr._id,tn=_e.xLinks[nn]||_e.yLinks[nn],rn=Mr[0]||pe[tn]||ce[tn];rn&&(Cr?(Cr[Jr._name+".range[0]"]=Cr[rn._name+".range[0]"],Cr[Jr._name+".range[1]"]=Cr[rn._name+".range[1]"]):Jr.range=rn.range.slice())}}function Br(){var pr,Cr=[];function br(nn){for(pr=0;pr<nn.length;pr++)nn[pr].fixedrange||Cr.push(nn[pr]._id)}function Mr(nn,tn){for(pr=0;pr<nn.length;pr++){var rn=nn[pr],dn=rn[tn];rn.fixedrange||dn.tickmode!=="sync"||Cr.push(dn._id)}}for(ze&&(br(me),br(ge.xaxes),br(_e.xaxes),Mr(fe.overlays,"xaxis")),Ye&&(br(Fe),br(ge.yaxes),br(_e.yaxes),Mr(fe.overlays,"yaxis")),mt={},pr=0;pr<Cr.length;pr++){var jr=Cr[pr],Jr=w(le,jr);A.drawOne(le,Jr,{skipTitle:!0}),mt[Jr._name+".range[0]"]=Jr.range[0],mt[Jr._name+".range[1]"]=Jr.range[1]}A.redrawComponents(le,Cr)}function ir(){if(!le._transitioningWithDuration){var pr=le._context.doubleClick,Cr=[];Ee&&(Cr=Cr.concat(me)),Re&&(Cr=Cr.concat(Fe)),_e.xaxes&&(Cr=Cr.concat(_e.xaxes)),_e.yaxes&&(Cr=Cr.concat(_e.yaxes));var br,Mr,jr={};if(pr==="reset+autosize")for(pr="autosize",Mr=0;Mr<Cr.length;Mr++){var Jr=(br=Cr[Mr])._rangeInitial0,nn=br._rangeInitial1,tn=Jr!==void 0||nn!==void 0;if(tn&&(Jr!==void 0&&Jr!==br.range[0]||nn!==void 0&&nn!==br.range[1])||!tn&&br.autorange!==!0){pr="reset";break}}if(pr==="autosize")for(Mr=0;Mr<Cr.length;Mr++)(br=Cr[Mr]).fixedrange||(jr[br._name+".autorange"]=!0);else if(pr==="reset"){for((Ee||ge.isSubplotConstrained)&&(Cr=Cr.concat(ge.xaxes)),Re&&!ge.isSubplotConstrained&&(Cr=Cr.concat(ge.yaxes)),ge.isSubplotConstrained&&(Ee?Re||(Cr=Cr.concat(Fe)):Cr=Cr.concat(me)),Mr=0;Mr<Cr.length;Mr++)if(!(br=Cr[Mr]).fixedrange){var rn=br._name,dn=br._autorangeInitial;br._rangeInitial0===void 0&&br._rangeInitial1===void 0?jr[rn+".autorange"]=!0:br._rangeInitial0===void 0?(jr[rn+".autorange"]=dn,jr[rn+".range"]=[null,br._rangeInitial1]):br._rangeInitial1===void 0?(jr[rn+".range"]=[br._rangeInitial0,null],jr[rn+".autorange"]=dn):jr[rn+".range"]=[br._rangeInitial0,br._rangeInitial1]}}le.emit("plotly_doubleclick",null),s.call("_guiRelayout",le,jr)}}function rr(){mr([0,0,Le,Oe]),h.syncOrAsync([x.previousPromises,function(){le._fullLayout._replotting=!1,s.call("_guiRelayout",le,mt)}],le)}function mr(pr){var Cr,br,Mr,jr,Jr=le._fullLayout,nn=Jr._plots,tn=Jr._subplots.cartesian;if(at&&s.subplotsRegistry.splom.drag(le),Je){for(Cr=0;Cr<tn.length;