From 94caefae3c4c8591b487aabda2a3a6607a2cfbd3 Mon Sep 17 00:00:00 2001
From: guiwitz <guiwitz@gmail.com>
Date: Wed, 31 Mar 2021 11:28:49 +0200
Subject: [PATCH] update with cell atlas

---
 11-Filtering.ipynb | 266 ++++++++++++++++++++++++++++++++++++---------
 1 file changed, 216 insertions(+), 50 deletions(-)

diff --git a/11-Filtering.ipynb b/11-Filtering.ipynb
index ccf19c8..227045b 100644
--- a/11-Filtering.ipynb
+++ b/11-Filtering.ipynb
@@ -15,11 +15,113 @@
     "id": "IjTAvcHOAEE8"
    },
    "source": [
-    "Filtering images is at the core of image processing. The idea is to use a small image that travels across a larger image and does some operation on each sub-region of this larger image.\n",
-    "\n",
-    "Filters can be applied to regular images, as well as to masks (binary images) and are often used to clean-up an image or to detect object.\n",
+    "Filtering images is at the core of image processing. The idea is to use a small image that travels across a larger image and does some operation on each sub-region of this larger image. In the simplest case, we can imagine that a small square travels across the image and computes the *local mean* of the pixels with which it overlaps. This is then a mean filter:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<html>\n",
+       "<head><meta charset=\"utf-8\" /></head>\n",
+       "<body>\n",
+       "    <div>                        <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
+       "        <script type=\"text/javascript\">/**\n",
+       "* plotly.js v1.58.2\n",
+       "* Copyright 2012-2020, Plotly, Inc.\n",
+       "* All rights reserved.\n",
+       "* Licensed under the MIT license\n",
+       "*/\n",
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i=t.nodes,a=t.links,o=!1,s=!1;if(a.forEach((function(t){\"top\"==t.circularLinkType?o=!0:\"bottom\"==t.circularLinkType&&(s=!0)})),0==o||0==s){var l=e.min(i,(function(t){return t.y0})),c=(n-r)/(e.max(i,(function(t){return t.y1}))-l);i.forEach((function(t){var e=(t.y1-t.y0)*c;t.y0=(t.y0-l)*c,t.y1=t.y0+e})),a.forEach((function(t){t.y0=(t.y0-l)*c,t.y1=(t.y1-l)*c,t.width=t.width*c}))}}t.sankeyCircular=function(){var t,n,i=0,a=0,b=1,T=1,M=24,A=m,E=o,C=v,L=y,I=32,P=2,z=null;function O(){var t={nodes:C.apply(null,arguments),links:L.apply(null,arguments)};D(t),_(t,A,z),R(t),B(t),w(t,A),N(t,I,A),V(t);for(var e=4,r=0;r<e;r++)j(t,T,A),U(t,T,A),F(t,a,T,A),j(t,T,A),U(t,T,A);return G(t,a,T),S(t,P,T,A),t}function D(t){t.nodes.forEach((function(t,e){t.index=e,t.sourceLinks=[],t.targetLinks=[]}));var e=r.map(t.nodes,A);return t.links.forEach((function(t,r){t.index=r;var n=t.source,i=t.target;\"object\"!==(\"undefined\"==typeof 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+       "/*!\n",
+       " * The buffer module from node.js, for the browser.\n",
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+       " * @license  MIT\n",
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this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],f=8191&u,h=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,m=0|o[2],v=8191&m,y=m>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,M=0|o[5],A=8191&M,S=M>>>13,E=0|o[6],C=8191&E,L=E>>>13,I=0|o[7],P=8191&I,z=I>>>13,O=0|o[8],D=8191&O,R=O>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,q=0|s[1],H=8191&q,G=q>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ft=8191&ut,ht=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var mt=(c+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;c=((a=Math.imul(h,V))+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(g,U)|0,a=Math.imul(g,V);var vt=(c+(n=n+Math.imul(f,H)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,H)|0))<<13)|0;c=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=(i=Math.imul(v,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(d,H)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(g,H)|0,a=a+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(f,W)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,W)|0))<<13)|0;c=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,H)|0,i=(i=i+Math.imul(v,G)|0)+Math.imul(y,H)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(g,W)|0,a=a+Math.imul(g,X)|0;var xt=(c+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;c=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,H)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,H)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=(i=i+Math.imul(v,X)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(g,J)|0,a=a+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,U),i=(i=Math.imul(A,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,H)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,H)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(g,$)|0,a=a+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(C,U),i=(i=Math.imul(C,V))+Math.imul(L,U)|0,a=Math.imul(L,V),n=n+Math.imul(A,H)|0,i=(i=i+Math.imul(A,G)|0)+Math.imul(S,H)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,a=a+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(P,U),i=(i=Math.imul(P,V))+Math.imul(z,U)|0,a=Math.imul(z,V),n=n+Math.imul(C,H)|0,i=(i=i+Math.imul(C,G)|0)+Math.imul(L,H)|0,a=a+Math.imul(L,G)|0,n=n+Math.imul(A,W)|0,i=(i=i+Math.imul(A,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(g,at)|0,a=a+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(P,H)|0,i=(i=i+Math.imul(P,G)|0)+Math.imul(z,H)|0,a=a+Math.imul(z,G)|0,n=n+Math.imul(C,W)|0,i=(i=i+Math.imul(C,X)|0)+Math.imul(L,W)|0,a=a+Math.imul(L,X)|0,n=n+Math.imul(A,J)|0,i=(i=i+Math.imul(A,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,a=a+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,H)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,H)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(P,W)|0,i=(i=i+Math.imul(P,X)|0)+Math.imul(z,W)|0,a=a+Math.imul(z,X)|0,n=n+Math.imul(C,J)|0,i=(i=i+Math.imul(C,K)|0)+Math.imul(L,J)|0,a=a+Math.imul(L,K)|0,n=n+Math.imul(A,$)|0,i=(i=i+Math.imul(A,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(g,ft)|0,a=a+Math.imul(g,ht)|0;var Mt=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,gt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,gt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),i=(i=Math.imul(B,G))+Math.imul(N,H)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(P,J)|0,i=(i=i+Math.imul(P,K)|0)+Math.imul(z,J)|0,a=a+Math.imul(z,K)|0,n=n+Math.imul(C,$)|0,i=(i=i+Math.imul(C,tt)|0)+Math.imul(L,$)|0,a=a+Math.imul(L,tt)|0,n=n+Math.imul(A,rt)|0,i=(i=i+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((a=a+Math.imul(g,gt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(P,$)|0,i=(i=i+Math.imul(P,tt)|0)+Math.imul(z,$)|0,a=a+Math.imul(z,tt)|0,n=n+Math.imul(C,rt)|0,i=(i=i+Math.imul(C,nt)|0)+Math.imul(L,rt)|0,a=a+Math.imul(L,nt)|0,n=n+Math.imul(A,at)|0,i=(i=i+Math.imul(A,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,gt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(P,rt)|0,i=(i=i+Math.imul(P,nt)|0)+Math.imul(z,rt)|0,a=a+Math.imul(z,nt)|0,n=n+Math.imul(C,at)|0,i=(i=i+Math.imul(C,ot)|0)+Math.imul(L,at)|0,a=a+Math.imul(L,ot)|0,n=n+Math.imul(A,lt)|0,i=(i=i+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,gt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(P,at)|0,i=(i=i+Math.imul(P,ot)|0)+Math.imul(z,at)|0,a=a+Math.imul(z,ot)|0,n=n+Math.imul(C,lt)|0,i=(i=i+Math.imul(C,ct)|0)+Math.imul(L,lt)|0,a=a+Math.imul(L,ct)|0,n=n+Math.imul(A,ft)|0,i=(i=i+Math.imul(A,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Ct=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,gt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(P,lt)|0,i=(i=i+Math.imul(P,ct)|0)+Math.imul(z,lt)|0,a=a+Math.imul(z,ct)|0,n=n+Math.imul(C,ft)|0,i=(i=i+Math.imul(C,ht)|0)+Math.imul(L,ft)|0,a=a+Math.imul(L,ht)|0;var Lt=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(i=(i=i+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,gt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(P,ft)|0,i=(i=i+Math.imul(P,ht)|0)+Math.imul(z,ft)|0,a=a+Math.imul(z,ht)|0;var It=(c+(n=n+Math.imul(C,dt)|0)|0)+((8191&(i=(i=i+Math.imul(C,gt)|0)+Math.imul(L,dt)|0))<<13)|0;c=((a=a+Math.imul(L,gt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var Pt=(c+(n=n+Math.imul(P,dt)|0)|0)+((8191&(i=(i=i+Math.imul(P,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((a=a+Math.imul(z,gt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,gt)|0)+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863;var Ot=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,gt))+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Ct,l[14]=Lt,l[15]=It,l[16]=Pt,l[17]=zt,l[18]=Ot,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=h),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?h(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=f*m-h*v;v=f*v+h*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),d(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return 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this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var f=this.pow(u,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var g=p,m=0;0!==g.cmp(s);m++)g=g.redSqr();n(m<d);var v=this.pow(f,new a(1).iushln(d-m-1));h=h.redMul(v),f=v.redSqr(),p=p.redMul(f),d=m}return h},w.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},w.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var 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+       "/*!\n",
+       " * The buffer module from node.js, for the browser.\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
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+       "/*!\n",
+       " * @overview es6-promise - a tiny implementation of Promises/A+.\n",
+       " * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n",
+       " * @license   Licensed under MIT license\n",
+       " *            See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
+       " * @version   v4.2.8+1e68dce6\n",
+       " */\n",
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a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new h(this,n);r=i<=0?r.left:r.right}return new h(this,[])},l.remove=function(t){var e=this.find(t);return e?e.remove():this},l.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var p=h.prototype;function d(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function g(t,e){return t<e?-1:t>e?1:0}Object.defineProperty(p,\"valid\",{get:function(){return this._stack.length>0}}),Object.defineProperty(p,\"node\",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),p.clone=function(){return new h(this.tree,this._stack.slice())},p.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var e=new Array(t.length),r=t[t.length-1];e[e.length-1]=new n(r._color,r.key,r.value,r.left,r.right,r._count);for(var l=t.length-2;l>=0;--l){(r=t[l]).left===t[l+1]?e[l]=new n(r._color,r.key,r.value,e[l+1],r.right,r._count):e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count)}if((r=e[e.length-1]).left&&r.right){var c=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var u=e[c-1];e.push(new n(r._color,u.key,u.value,r.left,r.right,r._count)),e[c-1].key=r.key,e[c-1].value=r.value;for(l=e.length-2;l>=c;--l)r=e[l],e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count);e[c-1].left=e[c]}if(0===(r=e[e.length-1])._color){var f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var h=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=i(n)).left=i(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),h.left===r?h.left=null:h.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error(\"Can't update empty node!\");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],248:[function(t,e,r){var n=[.9999999999998099,676.5203681218851,-1259.1392167224028,771.3234287776531,-176.6150291621406,12.507343278686905,-.13857109526572012,9984369578019572e-21,1.5056327351493116e-7],i=[.9999999999999971,57.15623566586292,-59.59796035547549,14.136097974741746,-.4919138160976202,3399464998481189e-20,4652362892704858e-20,-9837447530487956e-20,.0001580887032249125,-.00021026444172410488,.00021743961811521265,-.0001643181065367639,8441822398385275e-20,-26190838401581408e-21,36899182659531625e-22];function a(t){if(t<0)return Number(\"0/0\");for(var e=i[0],r=i.length-1;r>0;--r)e+=i[r]/(t+r);var n=t+607/128+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e<.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e>100)return Math.exp(a(e));e-=1;for(var r=n[0],i=1;i<9;i++)r+=n[i]/(e+i);var o=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(o,e+.5)*Math.exp(-o)*r},e.exports.log=a},{}],249:[function(t,e,r){e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"must specify type string\");if(e=e||{},\"undefined\"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement(\"canvas\");\"number\"==typeof e.width&&(r.width=e.width);\"number\"==typeof e.height&&(r.height=e.height);var n,i=e;try{var a=[t];0===t.indexOf(\"webgl\")&&a.push(\"experimental-\"+t);for(var o=0;o<a.length;o++)if(n=r.getContext(a[o],i))return n}catch(t){n=null}return n||null}},{}],250:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),i=t(\"./lib/lines.js\"),a=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=f[M],this.lastCubeProps.axis[M]=h[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,f,h);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=h[M]:E[M]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(M=0;M<3;++M){var C=[0,0,0];h[M]>0?C[M]=a[1][M]:C[M]=a[0][M];for(var L=0;L<2;++L){var I=(M+1+L)%3,P=(M+1+(1^L))%3;this.gridEnable[I]&&this._lines.drawGrid(I,P,this.bounds,C,this.gridColor[I],this.gridWidth[I]*this.pixelRatio)}for(L=0;L<2;++L){I=(M+1+L)%3,P=(M+1+(1^L))%3;this.zeroEnable[P]&&Math.min(a[0][P],a[1][P])<=0&&Math.max(a[0][P],a[1][P])>=0&&this._lines.drawZero(I,P,this.bounds,C,this.zeroLineColor[P],this.zeroLineWidth[P]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(v,A[M].primalMinor),O=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(L=0;L<3;++L){var R=k/r[5*L];z[L]*=D[L]*R,O[L]*=D[L]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,O,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(M=0;M<3;++M){var U=A[M].primalMinor,V=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(L=0;L<3;++L)this.lineTickEnable[M]&&(q[L]+=k*U[L]*Math.max(this.lineTickLength[L],0)/r[5*L]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,U,V);for(L=0;L<3;++L)q[L]+=k*U[L]*this.tickPad[L]/r[5*L];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(L=0;L<3;++L)q[L]+=k*U[L]*this.labelPad[L]/r[5*L];q[M]+=.5*(a[0][M]+a[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":251,\"./lib/cube.js\":252,\"./lib/lines.js\":253,\"./lib/text.js\":255,\"./lib/ticks.js\":256}],251:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var g=-1;g<=1;g+=2)f[u]=g,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":254,\"gl-buffer\":259,\"gl-vao\":358}],252:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,C=-1,L=0;L<2;++L){var I=(z=L<<M)+(L<<A)+(1-L<<S),P=z+(1-L<<A)+(L<<S);o(c[z],c[I],c[P],f)<0||(L?E=1:C=1)}if(E<0||C<0)C>E&&(w|=1<<M);else{for(L=0;L<2;++L){I=(z=L<<M)+(L<<A)+(1-L<<S),P=z+(1-L<<A)+(L<<S);var z,O=d([l[z],l[I],l[P],l[z+(1<<A)+(1<<S)]]);L?E=O:C=O}C>E&&(w|=1<<M)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,q=w;for(M=0;M<3;++M)V[M]=q&1<<M?-1:1;return v};var n=t(\"bit-twiddle\"),i=t(\"gl-mat4/multiply\"),a=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":97,\"gl-mat4/multiply\":295,\"robust-orientation\":548,\"split-polygon\":566}],253:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var g=+r[f][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[f]=h,l[f]=m-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){g=+r[f][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[f]=h,u[f]=m-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var g=f(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":254,\"gl-buffer\":259,\"gl-vao\":358}],254:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return i(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":335,glslify:257}],255:[function(t,e,r){(function(r){(function(){\"use strict\";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var 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n=t(\"extract-frustum-planes\"),i=t(\"split-polygon\"),a=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var g=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],m=[0,0,0]},{\"./lib/cube.js\":252,\"extract-frustum-planes\":240,\"gl-mat4/multiply\":295,\"gl-mat4/transpose\":306,\"gl-vec4/transformMat4\":429,\"split-polygon\":566}],259:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=t(\"ndarray-ops\"),a=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:495,\"ndarray-ops\":490,\"typedarray-pool\":595}],260:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),a.vectorScale=m;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*k),a.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],C=x[2],L=g[y],I=n.length(L)*k,P=0;P<8;P++){a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.positions.push([S,E,C,A++]),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vectors.push(L),a.vertexIntensity.push(I,I,I),a.vertexIntensity.push(I,I,I);var z=a.positions.length;a.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return a};var i=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:\"cone\"})}},{\"./create_mesh\":261,\"./lib/shaders\":262,\"gl-vec3\":377}],261:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var M,A=h;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),f.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:131,\"gl-buffer\":259,\"gl-mat4/invert\":293,\"gl-mat4/multiply\":295,\"gl-shader\":335,\"gl-texture2d\":353,\"gl-vao\":358,ndarray:495}],262:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:263}],263:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],264:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\"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p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":335,glslify:267}],269:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){i||(i=t.FRAMEBUFFER_UNSUPPORTED,a=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new 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t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":353}],270:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,i=t(\"gl-constants/lookup\"),a=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));h[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=m[p];if(c+=v+\"\\n\",h[p+1]){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":66,\"gl-constants/lookup\":265,\"glsl-shader-name\":431,\"sprintf-js\":567}],271:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),i=t(\"iota-array\"),a=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=i.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],g=t.colorValues||[0,0,0,1],m=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),M=a.mallocUint8(2*w),A=a.mallocUint32(w),S=0,E=l?b-1:b,C=l?_-1:_,L=0;L<C;++L){var I,P;l?(I=x*(o[L]-u),P=x*(o[L+1]-u)):(I=L<_-1?x*(o[L]-(o[L+1]-o[L])/2-u):x*(o[L]-(o[L]-o[L-1])/2-u),P=L<_-1?x*(o[L]+(o[L+1]-o[L])/2-u):x*(o[L]+(o[L]-o[L-1])/2-u));for(var z=0;z<E;++z){var O,D;l?(O=y*(r[z]-c),D=y*(r[z+1]-c)):(O=z<b-1?y*(r[z]-(r[z+1]-r[z])/2-c):y*(r[z]-(r[z]-r[z-1])/2-c),D=z<b-1?y*(r[z]+(r[z+1]-r[z])/2-c):y*(r[z]+(r[z]-r[z-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],q=s[l?(L+V)*b+(z+U):L*b+z],H=n.le(d,q);if(H<0)F=g[0],B=g[1],N=g[2],j=g[3];else if(H===m-1)F=g[4*m-4],B=g[4*m-3],N=g[4*m-2],j=g[4*m-1];else{var G=(q-d[H])/(d[H+1]-d[H]),Y=1-G,W=4*H,X=4*(H+1);F=Y*g[W]+G*g[X],B=Y*g[W+1]+G*g[X+1],N=Y*g[W+2]+G*g[X+2],j=Y*g[W+3]+G*g[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*O+.5*D,k[2*S+1]=.5*I+.5*P,M[2*S]=U,M[2*S+1]=V,A[S]=L*b+z,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(M),this.colorBuffer.update(T),this.idBuffer.update(A),a.free(k),a.free(T),a.free(M),a.free(A)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":272,\"binary-search-bounds\":96,\"gl-buffer\":259,\"gl-shader\":335,\"iota-array\":463,\"typedarray-pool\":595}],272:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:273}],273:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],274:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{\"gl-shader\":335,glslify:276}],275:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,m=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,m=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var 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t[0]=1-(p+g),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=h+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],285:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=e[1],t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=e[2],t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],286:[function(t,e,r){e.exports=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=e[0],t[13]=e[1],t[14]=e[2],t[15]=1,t}},{}],287:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=n,t[6]=r,t[7]=0,t[8]=0,t[9]=-r,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],288:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=0,t[2]=-r,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=r,t[9]=0,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],289:[function(t,e,r){e.exports=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=0,t[4]=-r,t[5]=n,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],290:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(r-e),l=1/(i-n),c=1/(a-o);return t[0]=2*a*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*a*l,t[6]=0,t[7]=0,t[8]=(r+e)*s,t[9]=(i+n)*l,t[10]=(o+a)*c,t[11]=-1,t[12]=0,t[13]=0,t[14]=o*a*2*c,t[15]=0,t}},{}],291:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],292:[function(t,e,r){e.exports={create:t(\"./create\"),clone:t(\"./clone\"),copy:t(\"./copy\"),identity:t(\"./identity\"),transpose:t(\"./transpose\"),invert:t(\"./invert\"),adjoint:t(\"./adjoint\"),determinant:t(\"./determinant\"),multiply:t(\"./multiply\"),translate:t(\"./translate\"),scale:t(\"./scale\"),rotate:t(\"./rotate\"),rotateX:t(\"./rotateX\"),rotateY:t(\"./rotateY\"),rotateZ:t(\"./rotateZ\"),fromRotation:t(\"./fromRotation\"),fromRotationTranslation:t(\"./fromRotationTranslation\"),fromScaling:t(\"./fromScaling\"),fromTranslation:t(\"./fromTranslation\"),fromXRotation:t(\"./fromXRotation\"),fromYRotation:t(\"./fromYRotation\"),fromZRotation:t(\"./fromZRotation\"),fromQuat:t(\"./fromQuat\"),frustum:t(\"./frustum\"),perspective:t(\"./perspective\"),perspectiveFromFieldOfView:t(\"./perspectiveFromFieldOfView\"),ortho:t(\"./ortho\"),lookAt:t(\"./lookAt\"),str:t(\"./str\")}},{\"./adjoint\":277,\"./clone\":278,\"./copy\":279,\"./create\":280,\"./determinant\":281,\"./fromQuat\":282,\"./fromRotation\":283,\"./fromRotationTranslation\":284,\"./fromScaling\":285,\"./fromTranslation\":286,\"./fromXRotation\":287,\"./fromYRotation\":288,\"./fromZRotation\":289,\"./frustum\":290,\"./identity\":291,\"./invert\":293,\"./lookAt\":294,\"./multiply\":295,\"./ortho\":296,\"./perspective\":297,\"./perspectiveFromFieldOfView\":298,\"./rotate\":299,\"./rotateX\":300,\"./rotateY\":301,\"./rotateZ\":302,\"./scale\":303,\"./str\":304,\"./translate\":305,\"./transpose\":306}],293:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*g-f*d,M=u*m-h*d,A=u*v-p*d,S=f*m-h*g,E=f*v-p*g,C=h*v-p*m,L=y*C-x*E+b*S+_*A-w*M+T*k;if(!L)return null;return L=1/L,t[0]=(s*C-l*E+c*S)*L,t[1]=(i*E-n*C-a*S)*L,t[2]=(g*T-m*w+v*_)*L,t[3]=(h*w-f*T-p*_)*L,t[4]=(l*A-o*C-c*M)*L,t[5]=(r*C-i*A+a*M)*L,t[6]=(m*b-d*T-v*x)*L,t[7]=(u*T-h*b+p*x)*L,t[8]=(o*E-s*A+c*k)*L,t[9]=(n*A-r*E-a*k)*L,t[10]=(d*w-g*b+v*y)*L,t[11]=(f*b-u*w-p*y)*L,t[12]=(s*M-o*S-l*k)*L,t[13]=(r*S-n*M+i*k)*L,t[14]=(g*x-d*_-m*y)*L,t[15]=(u*_-f*x+h*y)*L,t}},{}],294:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,g=e[0],m=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=g-_,h=m-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(f*g+h*m+p*v),t[15]=1,t}},{\"./identity\":291}],295:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*g,t[1]=x*i+b*l+_*h+w*m,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*g,t[5]=x*i+b*l+_*h+w*m,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*g,t[9]=x*i+b*l+_*h+w*m,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*g,t[13]=x*i+b*l+_*h+w*m,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],296:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],297:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],298:[function(t,e,r){e.exports=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),a=Math.tan(e.downDegrees*Math.PI/180),o=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(o+s),c=2/(i+a);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=c,t[6]=0,t[7]=0,t[8]=-(o-s)*l*.5,t[9]=(i-a)*c*.5,t[10]=n/(r-n),t[11]=-1,t[12]=0,t[13]=0,t[14]=n*r/(r-n),t[15]=0,t}},{}],299:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E=n[0],C=n[1],L=n[2],I=Math.sqrt(E*E+C*C+L*L);if(Math.abs(I)<1e-6)return null;E*=I=1/I,C*=I,L*=I,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+a,b=C*E*o+L*i,_=L*E*o-C*i,w=E*C*o-L*i,T=C*C*o+a,k=L*C*o+E*i,M=E*L*o+C*i,A=C*L*o-E*i,S=L*L*o+a,t[0]=s*x+f*b+g*_,t[1]=l*x+h*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+g*k,t[5]=l*w+h*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*M+f*A+g*S,t[9]=l*M+h*A+m*S,t[10]=c*M+p*A+v*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],300:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],301:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],302:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],303:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],304:[function(t,e,r){e.exports=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"}},{}],305:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*g+s*m+f*v+e[12],t[13]=i*g+l*m+h*v+e[13],t[14]=a*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],306:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],307:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),i=t(\"polytope-closest-point/lib/closest_point_2d.js\");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[f][g]-e[g],2);d<p&&(p=d,h=f)}var m=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(m[f]<-.001||m[f]>1.0001)return null;v+=m[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,m),m]}},{barycentric:78,\"polytope-closest-point/lib/closest_point_2d.js\":525}],308:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:310}],309:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),f=t(\"colormap\"),h=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,T,k,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function C(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function L(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function I(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],g=n[f][1],m=i[f],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*M(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,A)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,C=t.meshColor||[1,1,1,1],L=t.vertexUVs,I=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,O=1/0,D=-1/0;if(!L&&!P)if(I)if(t.vertexIntensityBounds)O=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<I.length;++R){var F=I[R];O=Math.min(O,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)O=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];O=Math.min(O,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];O=Math.min(O,F),D=Math.max(D,F)}this.intensity=I||(z||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(z||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:C,this.opacityscale&&I?a.push(X[0],X[1],X[2],this.opacity*M((I[W]-O)/(D-O),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:C,this.opacityscale&&I?a.push(X[0],X[1],X[2],this.opacity*M((I[W]-O)/(D-O),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],g.push(Z[0],Z[1]),m.push(R)}q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:C)?this.opacityscale&&I?a.push(X[0],X[1],X[2],this.opacity*M((I[W]-O)/(D-O),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=L?L[W]:I?[(I[W]-O)/(D-O),0]:P?P[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=g(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=A(t),s=S(t),l=E(t),c=C(t),f=L(t),h=I(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),g=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),P=i(t),z=i(t),O=i(t),D=i(t),R=i(t),F=a(t,[{buffer:P,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:O,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,g,m,v,x,b,k,_,w,M,P,R,z,O,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":307,\"./lib/shaders\":308,colormap:131,\"gl-buffer\":259,\"gl-mat4/invert\":293,\"gl-mat4/multiply\":295,\"gl-shader\":335,\"gl-texture2d\":353,\"gl-vao\":358,ndarray:495,normals:498,\"simplicial-complex-contour\":556,\"typedarray-pool\":595}],310:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],311:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":314,\"gl-buffer\":259,\"gl-shader\":335}],312:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=a[g],v=a[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){f[0]=f[1]=0,f[g]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=h[g];var _=6*n[g].length;p[g]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*k/A,t[w]=2*(T-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,C=s.tickMarkWidth,L=s.tickMarkColor,I=6*f[0].length,P=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),z=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),O=0+6*P,D=6*Math.max(0,z-P),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=I+6*R,N=6*Math.max(0,F-R);i[0]=2*(g[0]-E[1])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=C[1]*m/x,N&&(S.color=L[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[1]-E[0])/x-1,o[0]=C[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=L[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,O,D)),i[0]=2*(g[2]+E[3])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=C[3]*m/x,N&&(S.color=L[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[3]+E[2])/x-1,o[0]=C[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=L[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,O,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[i++]=d,n[i++]=h[g],n[i++]=p[g]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":314,\"binary-search-bounds\":96,\"gl-buffer\":259,\"gl-shader\":335}],313:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":314,\"gl-buffer\":259,\"gl-shader\":335}],314:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:316}],315:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var A=2/h[2+(1^t)]-h[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],k<M&&i[M]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[M]-i[k]))),y[t]&&T&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],k<M&&i[M]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[M]-i[k]))),y[t+2]&&T&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],g=a[o+2]-f,m=i[o],v=i[o+2]-m;p[o]=2*l/u*g/v,h[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":314,\"binary-search-bounds\":96,\"gl-buffer\":259,\"gl-shader\":335,\"text-cache\":575}],316:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],317:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),i=t(\"./lib/grid\"),a=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],h[d]):o.drawLine(e[0],g,e[2],g,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":311,\"./lib/grid\":312,\"./lib/line\":313,\"./lib/text\":315,\"gl-select-static\":334}],318:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,h=!!a.control,p=!!a.alt,g=!!a.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!h&&!p&&!g||m&&!h&&!p&&g)&&c.rotate(M,w*k*b,-T*k*_,0),(l&&m&&!h&&!p&&!g||v||m&&h&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&m&&!h&&!p&&!g||y||m&&!h&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,f*(Math.exp(A)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),i=t(\"3d-view\"),a=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":441,\"mouse-change\":483,\"mouse-event-offset\":484,\"mouse-wheel\":486,\"right-now\":542}],319:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":335,glslify:320}],320:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],321:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),i=t(\"gl-axes3d\"),a=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),f=t(\"gl-mat4/perspective\"),h=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},M=i(r,k);M.enable=!k.disable;var A=t.spikes||{},S=o(r,A),E=[],C=[],L=[],I=[],P=!0,z=!0,O=new Array(16),D=new Array(16),R={view:null,projection:O,model:D,_ortho:!1},F=(z=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:M,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,z=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",P=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=I.length,n=0;n<e;++n)L[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(L[o]+a<255){C[n]=o,i.setPickBase(L[o]+1),L[o]+=a;continue t}var l=s(r,F);C[n]=e,I.push(l),L.push(a),i.setPickBase(1),e+=1}else C[n]=-1}for(;e>0&&0===L[e-1];)L.pop(),I.pop().dispose()}function q(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},P=!0,z=!0)},N.add=function(t){N._stopped||(t.axes=M,E.push(t),C.push(-1),P=!0,z=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),C.pop(),P=!0,z=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",q),N.mouseListener.enabled=!1,!N.contextLost)){M.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<I.length;++t)I[t].dispose();_.dispose(),r=null,M=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=I.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(z=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=I[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(C[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),P=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),P=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",q);var H=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[H[0].slice(),H[1].slice()];function Y(){if(!q()){U();var t=N.camera.tick();R.view=N.camera.matrix,P=P||t,z=z||t,M.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=H[0],i=H[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(L=E[o]).pixelRatio=N.pixelRatio,L.axes=N.axes,P=P||!!L.dirty,z=z||!!L.dirty;var s=L.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var g=.05*(i[p]-n[p]);n[p]=n[p]-g,i[p]=i[p]+g}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(z=z||v,P=P||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);M.autoTicks?M.update({bounds:d,tickSpacing:y}):M.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/g,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(L=E[o]).axesBounds=d,N.clipToBounds&&(L.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),z&&(z=!1,function(){if(!q()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=I.length,n=0;n<e;++n){var i=I[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(C[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var A=!1;M.enable&&(A=A||M.isTransparent(),M.draw(R)),S.axes=M,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(L=E[o]).axes=M,L.pixelRatio=N.pixelRatio,L.isOpaque&&L.isOpaque()&&L.draw(R),L.isTransparent&&L.isTransparent()&&(A=!0)}if(A){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),M.enable&&M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){(L=E[o]).isOpaque&&L.isOpaque()&&L.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){var L;(L=E[o]).isTransparent&&L.isTransparent()&&L.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}P=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(P=!0,Y())},N},createCamera:n}},{\"./camera.js\":318,\"./lib/shader\":319,\"a-big-triangle\":64,\"gl-axes3d\":250,\"gl-axes3d/properties\":258,\"gl-fbo\":269,\"gl-mat4/ortho\":296,\"gl-mat4/perspective\":297,\"gl-select-static\":334,\"gl-spikes3d\":345,\"is-mobile\":467,\"mouse-change\":483}],322:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:323}],323:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],324:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{\"./lib/shader\":322,\"gl-buffer\":259,\"gl-shader\":335,\"typedarray-pool\":595}],325:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(a=c*p+u*d+f*g+h*m)<0&&(a=-a,p=-p,d=-d,g=-g,m=-m);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*g,t[3]=s*h+l*m,t}},{}],326:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],327:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{\"vectorize-text\":600}],328:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":335,glslify:329}],329:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],330:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),g=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,f,h,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function C(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(a[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,C=0;C<16;++C)v[C]=0;for(C=0;C<4;++C)v[5*C]=1;v[5*m]=0,i[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var L=(m+1)%3,I=(m+2)%3,P=A(x),z=A(b);P[L]=1,z[I]=1;var O=p(0,0,0,S(_,P)),D=p(0,0,0,S(w,z));if(Math.abs(O[1])>Math.abs(D[1])){var R=O;O=D,D=R,R=P,P=z,z=R;var F=L;L=I,I=F}O[0]<0&&(P[L]=-1),D[1]>0&&(z[I]=-1);var B=0,N=0;for(C=0;C<4;++C)B+=Math.pow(c[4*L+C],2),N+=Math.pow(c[4*I+C],2);P[L]/=Math.sqrt(B),z[I]/=Math.sqrt(N),l.axes[0]=P,l.axes[1]=z,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function I(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&C(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=L,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function P(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a=\"\\u25bc\",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){I(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){I(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){I(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var u=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=P(h,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*k.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),C=o.mallocFloat(4*S),L=o.mallocFloat(2*S),I=o.mallocUint32(S);if(S>0){var z=0,O=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=P(h,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var q=0;Array.isArray(m)?q=n<m.length?+m[n]:0:m&&(q=+m);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=i,W=a;Y=0;Array.isArray(i)?Y=n<i.length?i[n]:0:i&&(Y=i);W=0;Array.isArray(a)?W=n<a.length?a[n]:0:a&&(W=a);var X=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],Z=k.cells||[],J=k.positions||[];for(T=0;T<Z.length;++T)for(var K=Z[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)C[4*z+$]=D[$];I[z]=y;var tt=J[K[Q]];L[2*z]=V*(H*tt[0]-G*tt[1]+X[0]),L[2*z+1]=V*(G*tt[0]+H*tt[1]+X[1]),z+=1}for(Z=M.edges,J=M.positions,T=0;T<Z.length;++T)for(K=Z[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)C[4*O+$]=R[$];I[O]=y;tt=J[K[Q]];L[2*O]=V*(H*tt[0]-G*tt[1]+X[0]),L[2*O+1]=V*(G*tt[0]+H*tt[1]+X[1]),O+=1}}}this.bounds=[u,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(C),this.glyphBuffer.update(L),this.idBuffer.update(I),o.free(E),o.free(C),o.free(L),o.free(I)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":326,\"./lib/glyphs\":327,\"./lib/shaders\":328,\"gl-buffer\":259,\"gl-mat4/multiply\":295,\"gl-vao\":358,\"is-string-blank\":470,\"typedarray-pool\":595}],331:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:332}],332:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],333:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=i(r,[0,0,0,1,1,0,1,1]),l=n(r,a.boxVertex,a.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,f=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],h=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(f=Math.max(f,c[0]),h=Math.max(h,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<f||d<h)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,g,m,i),o.drawBox(p,h,g,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var v=r*u;o.drawBox(f-v,h-v,p+v,h+v,a),o.drawBox(f-v,d-v,p+v,d+v,a),o.drawBox(f-v,h-v,f+v,d+v,a),o.drawBox(p-v,h-v,p+v,d+v,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":331,\"gl-buffer\":259,\"gl-shader\":335}],334:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],a=e[1],o=n(t,r,a,{}),s=i.mallocUint8(r*a*4);return new l(t,o,s)};var n=t(\"gl-fbo\"),i=t(\"typedarray-pool\"),a=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function 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a=[t.id,e.id,r.join(\":\"),i.join(\":\")].join(\"@\"),o=this.programs[a];return o&&this.gl.isProgram(o)||(this.programs[a]=o=function(t,e,r,i,a){var o=t.createProgram();t.attachShader(o,e),t.attachShader(o,r);for(var s=0;s<i.length;++s)t.bindAttribLocation(o,a[s],i[s]);if(t.linkProgram(o),!t.getProgramParameter(o,t.LINK_STATUS)){var l=t.getProgramInfoLog(o);throw new n(l,\"Error linking program: \"+l)}return o}(this.gl,t.shader,e.shader,r,i),t.programs.push(a),e.programs.push(a)),o}},{\"./GLError\":336,\"gl-format-compiler-error\":270,\"weakmap-shim\":605}],342:[function(t,e,r){\"use strict\";function n(t){this.plot=t,this.enable=[!0,!0,!1,!1],this.width=[1,1,1,1],this.color=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.center=[1/0,1/0]}e.exports=function(t,e){var r=new n(t);return r.update(e),t.addOverlay(r),r};var i=n.prototype;i.update=function(t){t=t||{},this.enable=(t.enable||[!0,!0,!1,!1]).slice(),this.width=(t.width||[1,1,1,1]).slice(),this.color=(t.color||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]).map((function(t){return t.slice()})),this.center=(t.center||[1/0,1/0]).slice(),this.plot.setOverlayDirty()},i.draw=function(){var t=this.enable,e=this.width,r=this.color,n=this.center,i=this.plot,a=i.line,o=i.dataBox,s=i.viewBox;if(a.bind(),o[0]<=n[0]&&n[0]<=o[2]&&o[1]<=n[1]&&n[1]<=o[3]){var l=s[0]+(n[0]-o[0])/(o[2]-o[0])*(s[2]-s[0]),c=s[1]+(n[1]-o[1])/(o[3]-o[1])*(s[3]-s[1]);t[0]&&a.drawLine(l,c,s[0],c,e[0],r[0]),t[1]&&a.drawLine(l,c,l,s[1],e[1],r[1]),t[2]&&a.drawLine(l,c,s[2],c,e[2],r[2]),t[3]&&a.drawLine(l,c,l,s[3],e[3],r[3])}},i.dispose=function(){this.plot.removeOverlay(this)}},{}],343:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],344:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, color;\\nattribute float weight;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 coordinates[3];\\nuniform vec4 colors[3];\\nuniform vec2 screenShape;\\nuniform float lineWidth;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vertexPosition = mix(coordinates[0],\\n    mix(coordinates[2], coordinates[1], 0.5 * (position + 1.0)), abs(position));\\n\\n  vec4 clipPos = projection * view * model * vec4(vertexPosition, 1.0);\\n  vec2 clipOffset = (projection * view * model * vec4(color, 0.0)).xy;\\n  vec2 delta = weight * clipOffset * screenShape;\\n  vec2 lineOffset = normalize(vec2(delta.y, -delta.x)) / screenShape;\\n\\n  gl_Position   = vec4(clipPos.xy + clipPos.w * 0.5 * lineWidth * lineOffset, clipPos.z, clipPos.w);\\n  fragColor     = color.x * colors[0] + color.y * colors[1] + color.z * colors[2];\\n}\\n\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":335,glslify:343}],345:[function(t,e,r){\"use strict\";var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders/index\");e.exports=function(t,e){var r=[];function o(t,e,n,i,a,o){var s=[t,e,n,0,0,0,1];s[i+3]=1,s[i]=a,r.push.apply(r,s),s[6]=-1,r.push.apply(r,s),s[i]=o,r.push.apply(r,s),r.push.apply(r,s),s[6]=1,r.push.apply(r,s),s[i]=a,r.push.apply(r,s)}o(0,0,0,0,0,1),o(0,0,0,1,0,1),o(0,0,0,2,0,1),o(1,0,0,1,-1,1),o(1,0,0,2,-1,1),o(0,1,0,0,-1,1),o(0,1,0,2,-1,1),o(0,0,1,0,-1,1),o(0,0,1,1,-1,1);var l=n(t,r),c=i(t,[{type:t.FLOAT,buffer:l,size:3,offset:0,stride:28},{type:t.FLOAT,buffer:l,size:3,offset:12,stride:28},{type:t.FLOAT,buffer:l,size:1,offset:24,stride:28}]),u=a(t);u.attributes.position.location=0,u.attributes.color.location=1,u.attributes.weight.location=2;var f=new s(t,l,c,u);return f.update(e),f};var o=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function s(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n,this.pixelRatio=1,this.bounds=[[-1e3,-1e3,-1e3],[1e3,1e3,1e3]],this.position=[0,0,0],this.lineWidth=[2,2,2],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.enabled=[!0,!0,!0],this.drawSides=[!0,!0,!0],this.axes=null}var l=s.prototype,c=[0,0,0],u=[0,0,0],f=[0,0];l.isTransparent=function(){return!1},l.drawTransparent=function(t){},l.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var i,a=t.model||o,s=t.view||o,l=t.projection||o;this.axes&&(i=this.axes.lastCubeProps.axis);for(var h=c,p=u,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":344,\"gl-buffer\":259,\"gl-vao\":358}],346:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:347}],347:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],348:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),i=t(\"gl-vec4\"),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],g=0,m=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=h;h=p,p=A;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=f.length;f=f.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),g=s(a[1],c),m=s(a[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,f-1),v=l(v,0,f-1),g=l(g,0,h-1),y=l(y,0,h-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,M,A=a[0][d],S=a[0][v],E=a[1][g],C=a[1][y],L=a[2][m],I=(o-A)/(S-A),P=(c-E)/(C-E),z=(u-L)/(a[2][x]-L);switch(isFinite(I)||(I=.5),isFinite(P)||(P=.5),isFinite(z)||(z=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(g=h-1-g,y=h-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,M=x,w=g*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=m,M=x,b=d*p,_=v*p,w=g*p*f,T=y*p*f;break;case 3:w=g,T=y,k=m*h,M=x*h,b=d*h*p,_=v*h*p;break;case 2:w=g,T=y,b=d*h,_=v*h,k=m*h*f,M=x*h*f;break;case 1:b=d,_=v,k=m*f,M=x*f,w=g*f*p,T=y*f*p;break;default:b=d,_=v,w=g*f,T=y*f,k=m*f*h,M=x*f*h}var O=i[b+w+k],D=i[b+w+M],R=i[b+T+k],F=i[b+T+M],B=i[_+w+k],N=i[_+w+M],j=i[_+T+k],U=i[_+T+M],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,O,B,I),n.lerp(q,D,N,I),n.lerp(H,R,j,I),n.lerp(G,F,U,I);var Y=n.create(),W=n.create();n.lerp(Y,V,H,P),n.lerp(W,q,G,P);var X=n.create();return n.lerp(X,Y,W,z),X}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,M=k*k,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var C=0;C<E;C++){var L=n.create();n.copy(L,r[C]);var I=[L],P=[],z=d(L),O=L;P.push(z);var D=[],R=g(L,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:I,velocities:P,divergences:D});for(var B=0;B<100*i&&I.length<i&&T(L);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,L),z=d(N),n.squaredDistance(O,N)-M>-1e-4*M){I.push(N),O=N,P.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}L=N}}var U=o(m,t.colormap,S,A);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*A/S),U};var u=t(\"./lib/shaders\"),f=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":346,\"gl-cone3d\":260,\"gl-vec3\":377,\"gl-vec4\":413}],349:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":335,glslify:350}],350:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],351:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new A(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),f=t(\"ndarray\"),h=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function A(t,e,r,n,i,a,o,l,c,u,h,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=A.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],C={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function L(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=C.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=C.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return C.showSurface=o,C.showContour=s,C}var I={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},P=w.slice(),z=[1,0,0,0,1,0,0,0,1];function O(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=I;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=P;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=L(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(f.uniforms.height=this.contourLevels[o][g],h.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return O.call(this,t,!1)},S.drawTransparent=function(t){return O.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=L(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,m=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var g=[0,0];g[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],g,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)m(x.pick(o),y[o],\"mirror\");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),M=x.get(1,o,v,1),A=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-M*A,C=A*w-S*_,L=_*M-w*k,I=Math.sqrt(E*E+C*C+L*L);I<1e-8?(I=Math.max(Math.abs(E),Math.abs(C),Math.abs(L)))<1e-8?(L=1,C=E=0,I=1):I=1/I:I=1/Math.sqrt(I),b.set(o,v,0,E*I),b.set(o,v,1,C*I),b.set(o,v,2,L*I)}s.free(x.data);var P=[1/0,1/0,1/0],z=[-1/0,-1/0,-1/0],O=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var q=0;q<2;++q)for(var H=0;H<3;++H){var G=this._field[H].get(1+o+V,1+v+q);if(isNaN(G)||!isFinite(G))continue t}for(H=0;H<6;++H){var Y=o+T[H][0],W=v+T[H][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),C=b.get(Y+1,W+1,1),L=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=C,N[j++]=L,P[0]=Math.min(P[0],X+this.objectOffset[0]),P[1]=Math.min(P[1],Z+this.objectOffset[1]),P[2]=Math.min(P[2],G+this.objectOffset[2]),O=Math.min(O,J),z[0]=Math.max(z[0],X+this.objectOffset[0]),z[1]=Math.max(z[1],Z+this.objectOffset[1]),z[2]=Math.max(z[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(O=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-O)/(D-O);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[P,z],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===O&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[O,D]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(H=0;H<2;++H){var ot=it.positions[at[H]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var gt=($+dt+1)%3;for(V=0;V<2;++V){var mt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),q=0;q<2;++q){var vt=q?ht:1-ht;if(W=0|Math.min(Math.max(ft+q,0),a[1]),G=dt<2?this._field[gt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=mt*vt;nt[dt]+=yt*G}}}if(pt){if(H>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,M=+x[1],A=0|M,S=0|Math.min(A+1,i[1]),E=M-A,C=1-E,L=k*C,I=k*E,P=T*C,z=T*E,O=L*f.get(_,A)+I*f.get(_,S)+P*f.get(w,A)+z*f.get(w,S),D=L*p.get(_,A)+I*p.get(_,S)+P*p.get(w,A)+z*p.get(w,S);if(isNaN(O)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=O,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{\"./lib/shaders\":349,\"binary-search-bounds\":96,\"bit-twiddle\":97,colormap:131,\"gl-buffer\":259,\"gl-mat4/invert\":293,\"gl-mat4/multiply\":295,\"gl-texture2d\":353,\"gl-vao\":358,ndarray:495,\"ndarray-gradient\":488,\"ndarray-ops\":490,\"ndarray-pack\":491,\"surface-nets\":570,\"typedarray-pool\":595}],352:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),i=t(\"pick-by-alias\"),a=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),f=t(\"parse-rect\"),h=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),m=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||a({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(h(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(T.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(T.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),T.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)k[A++]=t.position[2*M],k[A++]=t.position[2*M+1];else for(var C=0;C<S;C++)k[A++]=t.position[M][0],k[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var L=u.mallocUint8(this.count),I=u.mallocFloat(2*this.count);this.textWidth=[];for(var P=0,z=0;P<this.counts.length;P++){for(var O=this.counts[P],D=this.font[P]||this.font[0],R=this.fontAtlas[P]||this.fontAtlas[0],F=0;F<O;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(L[z]=R.ids[B],I[2*z]=D.width[B],F){var j=I[2*z-2],U=I[2*z],V=I[2*z-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}I[2*z+1]=V}else I[2*z+1]=.5*I[2*z];z++}this.textWidth.push(I.length?.5*I[2*z-2]+I[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:L,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:I,type:\"float\",usage:\"stream\"}),u.freeUint8(L),u.freeFloat(I),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+=\"number\"==typeof t?t-n.baseline:-n[t],T.normalViewport||(i*=-1),i}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;H=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)H.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.normalViewport=!1,T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":97,\"color-normalize\":125,\"css-font\":144,\"detect-kerning\":172,\"es6-weak-map\":233,\"flatten-vertex-data\":244,\"font-atlas\":245,\"font-measure\":246,\"gl-util/context\":354,\"is-plain-obj\":469,\"object-assign\":499,\"parse-rect\":504,\"parse-unit\":506,\"pick-by-alias\":511,regl:540,\"to-px\":578,\"typedarray-pool\":595}],353:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"ndarray-ops\"),a=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function h(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new p(t,o,e,r,n,i)}function y(t,e,r,n,i,a){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new p(t,o,r,n,i,a)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,h,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];h=a.malloc(v,r);var 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strict\";e.exports=function(t,e){var r=t.length;if(0===r)throw new Error(\"Must have at least d+1 points\");var i=t[0].length;if(r<=i)throw new Error(\"Must input at least d+1 points\");var o=t.slice(0,i+1),s=n.apply(void 0,o);if(0===s)throw new Error(\"Input not in general position\");for(var l=new Array(i+1),u=0;u<=i;++u)l[u]=u;s<0&&(l[0]=1,l[1]=0);var f=new a(l,new Array(i+1),!1),h=f.adjacent,p=new Array(i+2);for(u=0;u<=i;++u){for(var d=l.slice(),g=0;g<=i;++g)g===u&&(d[g]=-1);var m=d[0];d[0]=d[1],d[1]=m;var v=new a(d,new Array(i+1),!0);h[u]=v,p[u]=v}p[i+1]=f;for(u=0;u<=i;++u){d=h[u].vertices;var y=h[u].adjacent;for(g=0;g<=i;++g){var x=d[g];if(x<0)y[g]=f;else for(var b=0;b<=i;++b)h[b].vertices.indexOf(x)<0&&(y[g]=h[b])}}var _=new c(i,o,p),w=!!e;for(u=i+1;u<r;++u)_.insert(t[u],w);return _.boundary()};var n=t(\"robust-orientation\"),i=t(\"simplicial-complex\").compareCells;function a(t,e,r){this.vertices=t,this.adjacent=e,this.boundary=r,this.lastVisited=-1}function o(t,e,r){this.vertices=t,this.cell=e,this.index=r}function s(t,e){return i(t.vertices,e.vertices)}a.prototype.flip=function(){var t=this.vertices[0];this.vertices[0]=this.vertices[1],this.vertices[1]=t;var e=this.adjacent[0];this.adjacent[0]=this.adjacent[1],this.adjacent[1]=e};var l=[];function c(t,e,r){this.dimension=t,this.vertices=e,this.simplices=r,this.interior=r.filter((function(t){return!t.boundary})),this.tuple=new Array(t+1);for(var i=0;i<=t;++i)this.tuple[i]=this.vertices[i];var a=l[t];a||(a=l[t]=function(t){for(var e=[\"function orient(){var tuple=this.tuple;return test(\"],r=0;r<=t;++r)r>0&&e.push(\",\"),e.push(\"tuple[\",r,\"]\");e.push(\")}return orient\");var i=new Function(\"test\",e.join(\"\")),a=n[t+1];return a||(a=n),i(a)}(t)),this.orient=a}var u=c.prototype;u.handleBoundaryDegeneracy=function(t,e){var r=this.dimension,n=this.vertices.length-1,i=this.tuple,a=this.vertices,o=[t];for(t.lastVisited=-n;o.length>0;){(t=o.pop()).vertices;for(var s=t.adjacent,l=0;l<=r;++l){var c=s[l];if(c.boundary&&!(c.lastVisited<=-n)){for(var u=c.vertices,f=0;f<=r;++f){var h=u[f];i[f]=h<0?e:a[h]}var p=this.orient();if(p>0)return c;c.lastVisited=-n,0===p&&o.push(c)}}}return null},u.walk=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,a=this.tuple,o=e?this.interior.length*Math.random()|0:this.interior.length-1,s=this.interior[o];t:for(;!s.boundary;){for(var l=s.vertices,c=s.adjacent,u=0;u<=n;++u)a[u]=i[l[u]];s.lastVisited=r;for(u=0;u<=n;++u){var f=c[u];if(!(f.lastVisited>=r)){var h=a[u];a[u]=t;var p=this.orient();if(a[u]=h,p<0){s=f;continue t}f.boundary?f.lastVisited=-r:f.lastVisited=r}}return}return s},u.addPeaks=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,l=this.tuple,c=this.interior,u=this.simplices,f=[e];e.lastVisited=r,e.vertices[e.vertices.indexOf(-1)]=r,e.boundary=!1,c.push(e);for(var h=[];f.length>0;){var p=(e=f.pop()).vertices,d=e.adjacent,g=p.indexOf(r);if(!(g<0))for(var m=0;m<=n;++m)if(m!==g){var v=d[m];if(v.boundary&&!(v.lastVisited>=r)){var y=v.vertices;if(v.lastVisited!==-r){for(var x=0,b=0;b<=n;++b)y[b]<0?(x=b,l[b]=t):l[b]=i[y[b]];if(this.orient()>0){y[x]=r,v.boundary=!1,c.push(v),f.push(v),v.lastVisited=r;continue}v.lastVisited=-r}var _=v.adjacent,w=p.slice(),T=d.slice(),k=new a(w,T,!0);u.push(k);var M=_.indexOf(e);if(!(M<0)){_[M]=k,T[g]=v,w[m]=-1,T[m]=e,d[m]=k,k.flip();for(b=0;b<=n;++b){var A=w[b];if(!(A<0||A===r)){for(var S=new Array(n-1),E=0,C=0;C<=n;++C){var L=w[C];L<0||C===b||(S[E++]=L)}h.push(new o(S,k,b))}}}}}}h.sort(s);for(m=0;m+1<h.length;m+=2){var I=h[m],P=h[m+1],z=I.index,O=P.index;z<0||O<0||(I.cell.adjacent[I.index]=P.cell,P.cell.adjacent[P.index]=I.cell)}},u.insert=function(t,e){var r=this.vertices;r.push(t);var n=this.walk(t,e);if(n){for(var i=this.dimension,a=this.tuple,o=0;o<=i;++o){var s=n.vertices[o];a[o]=s<0?t:r[s]}var l=this.orient(a);l<0||(0!==l||(n=this.handleBoundaryDegeneracy(n,t)))&&this.addPeaks(t,n)}},u.boundary=function(){for(var t=this.dimension,e=[],r=this.simplices,n=r.length,i=0;i<n;++i){var a=r[i];if(a.boundary){for(var o=new Array(t),s=a.vertices,l=0,c=0,u=0;u<=t;++u)s[u]>=0?o[l++]=s[u]:c=1&u;if(c===(1&t)){var f=o[0];o[0]=o[1],o[1]=f}e.push(o)}}return e}},{\"robust-orientation\":548,\"simplicial-complex\":558}],460:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\");function i(t,e,r,n,i){this.mid=t,this.left=e,this.right=r,this.leftPoints=n,this.rightPoints=i,this.count=(e?e.count:0)+(r?r.count:0)+n.length}e.exports=function(t){if(!t||0===t.length)return new v(null);return new v(m(t))};var a=i.prototype;function o(t,e){t.mid=e.mid,t.left=e.left,t.right=e.right,t.leftPoints=e.leftPoints,t.rightPoints=e.rightPoints,t.count=e.count}function s(t,e){var r=m(e);t.mid=r.mid,t.left=r.left,t.right=r.right,t.leftPoints=r.leftPoints,t.rightPoints=r.rightPoints,t.count=r.count}function l(t,e){var r=t.intervals([]);r.push(e),s(t,r)}function c(t,e){var r=t.intervals([]),n=r.indexOf(e);return n<0?0:(r.splice(n,1),s(t,r),1)}function u(t,e,r){for(var n=0;n<t.length&&t[n][0]<=e;++n){var i=r(t[n]);if(i)return i}}function f(t,e,r){for(var n=t.length-1;n>=0&&t[n][1]>=e;--n){var i=r(t[n]);if(i)return i}}function h(t,e){for(var r=0;r<t.length;++r){var n=e(t[r]);if(n)return n}}function p(t,e){return t-e}function d(t,e){var r=t[0]-e[0];return r||t[1]-e[1]}function g(t,e){var r=t[1]-e[1];return r||t[0]-e[0]}function m(t){if(0===t.length)return null;for(var e=[],r=0;r<t.length;++r)e.push(t[r][0],t[r][1]);e.sort(p);var n=e[e.length>>1],a=[],o=[],s=[];for(r=0;r<t.length;++r){var l=t[r];l[1]<n?a.push(l):n<l[0]?o.push(l):s.push(l)}var c=s,u=s.slice();return c.sort(d),u.sort(g),new i(n,m(a),m(o),c,u)}function v(t){this.root=t}a.intervals=function(t){return t.push.apply(t,this.leftPoints),this.left&&this.left.intervals(t),this.right&&this.right.intervals(t),t},a.insert=function(t){var e=this.count-this.leftPoints.length;if(this.count+=1,t[1]<this.mid)this.left?4*(this.left.count+1)>3*(e+1)?l(this,t):this.left.insert(t):this.left=m([t]);else if(t[0]>this.mid)this.right?4*(this.right.count+1)>3*(e+1)?l(this,t):this.right.insert(t):this.right=m([t]);else{var r=n.ge(this.leftPoints,t,d),i=n.ge(this.rightPoints,t,g);this.leftPoints.splice(r,0,t),this.rightPoints.splice(i,0,t)}},a.remove=function(t){var e=this.count-this.leftPoints;if(t[1]<this.mid)return this.left?4*(this.right?this.right.count:0)>3*(e-1)?c(this,t):2===(s=this.left.remove(t))?(this.left=null,this.count-=1,1):(1===s&&(this.count-=1),s):0;if(t[0]>this.mid)return this.right?4*(this.left?this.left.count:0)>3*(e-1)?c(this,t):2===(s=this.right.remove(t))?(this.right=null,this.count-=1,1):(1===s&&(this.count-=1),s):0;if(1===this.count)return this.leftPoints[0]===t?2:0;if(1===this.leftPoints.length&&this.leftPoints[0]===t){if(this.left&&this.right){for(var r=this,i=this.left;i.right;)r=i,i=i.right;if(r===this)i.right=this.right;else{var a=this.left,s=this.right;r.count-=i.count,r.right=i.left,i.left=a,i.right=s}o(this,i),this.count=(this.left?this.left.count:0)+(this.right?this.right.count:0)+this.leftPoints.length}else this.left?o(this,this.left):o(this,this.right);return 1}for(a=n.ge(this.leftPoints,t,d);a<this.leftPoints.length&&this.leftPoints[a][0]===t[0];++a)if(this.leftPoints[a]===t){this.count-=1,this.leftPoints.splice(a,1);for(s=n.ge(this.rightPoints,t,g);s<this.rightPoints.length&&this.rightPoints[s][1]===t[1];++s)if(this.rightPoints[s]===t)return this.rightPoints.splice(s,1),1}return 0},a.queryPoint=function(t,e){if(t<this.mid){if(this.left)if(r=this.left.queryPoint(t,e))return r;return u(this.leftPoints,t,e)}if(t>this.mid){var r;if(this.right)if(r=this.right.queryPoint(t,e))return r;return f(this.rightPoints,t,e)}return h(this.leftPoints,e)},a.queryInterval=function(t,e,r){var n;if(t<this.mid&&this.left&&(n=this.left.queryInterval(t,e,r)))return n;if(e>this.mid&&this.right&&(n=this.right.queryInterval(t,e,r)))return n;return e<this.mid?u(this.leftPoints,e,r):t>this.mid?f(this.rightPoints,t,r):h(this.leftPoints,r)};var y=v.prototype;y.insert=function(t){this.root?this.root.insert(t):this.root=new i(t[0],null,null,[t],[t])},y.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&&(this.root=null),0!==e}return!1},y.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},y.queryInterval=function(t,e,r){if(t<=e&&this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(y,\"count\",{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(y,\"intervals\",{get:function(){return this.root?this.root.intervals([]):[]}})},{\"binary-search-bounds\":461}],461:[function(t,e,r){arguments[4][243][0].apply(r,arguments)},{dup:243}],462:[function(t,e,r){\"use strict\";e.exports=function(t,e){e=e||new Array(t.length);for(var r=0;r<t.length;++r)e[t[r]]=r;return e}},{}],463:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=new Array(t),r=0;r<t;++r)e[r]=r;return e}},{}],464:[function(t,e,r){e.exports=!0},{}],465:[function(t,e,r){function n(t){return!!t.constructor&&\"function\"==typeof t.constructor.isBuffer&&t.constructor.isBuffer(t)}\n",
+       "/*!\n",
+       " * Determine if an object is a Buffer\n",
+       " *\n",
+       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
+       " * @license  MIT\n",
+       " */\n",
+       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],466:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],467:[function(t,e,r){\"use strict\";e.exports=a,e.exports.isMobile=a,e.exports.default=a;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,i=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function a(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?i.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],468:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],469:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],470:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],471:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],472:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],473:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,i){if(t)if(e){var a=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=i(o)).workerUrl=window.URL.createObjectURL(new Blob([a],{type:\"text/javascript\"}))}else e=i;else t=i}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,i,a,o;for(void 0===e&&(e=1e-6),i=t,o=0;o<8;o++){if(a=this.sampleCurveX(i)-t,Math.abs(a)<e)return i;var s=this.sampleCurveDerivativeX(i);if(Math.abs(s)<1e-6)break;i-=a/s}if((i=t)<(r=0))return r;if(i>(n=1))return n;for(;r<n;){if(a=this.sampleCurveX(i),Math.abs(a-t)<e)return i;t>a?r=i:n=i,i=.5*(n-r)+r}return i},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var i=a;function a(t,e){this.x=t,this.y=e}function o(t,e,n,i){var a=new r(t,e,n,i);return function(t){return 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r={transparent:[0,0,0,0],aliceblue:[240,248,255,1],antiquewhite:[250,235,215,1],aqua:[0,255,255,1],aquamarine:[127,255,212,1],azure:[240,255,255,1],beige:[245,245,220,1],bisque:[255,228,196,1],black:[0,0,0,1],blanchedalmond:[255,235,205,1],blue:[0,0,255,1],blueviolet:[138,43,226,1],brown:[165,42,42,1],burlywood:[222,184,135,1],cadetblue:[95,158,160,1],chartreuse:[127,255,0,1],chocolate:[210,105,30,1],coral:[255,127,80,1],cornflowerblue:[100,149,237,1],cornsilk:[255,248,220,1],crimson:[220,20,60,1],cyan:[0,255,255,1],darkblue:[0,0,139,1],darkcyan:[0,139,139,1],darkgoldenrod:[184,134,11,1],darkgray:[169,169,169,1],darkgreen:[0,100,0,1],darkgrey:[169,169,169,1],darkkhaki:[189,183,107,1],darkmagenta:[139,0,139,1],darkolivegreen:[85,107,47,1],darkorange:[255,140,0,1],darkorchid:[153,50,204,1],darkred:[139,0,0,1],darksalmon:[233,150,122,1],darkseagreen:[143,188,143,1],darkslateblue:[72,61,139,1],darkslategray:[47,79,79,1],darkslategrey:[47,79,79,1],darkturquoise:[0,206,209,1],darkviolet:[148,0,211,1],deeppink:[255,20,147,1],deepskyblue:[0,191,255,1],dimgray:[105,105,105,1],dimgrey:[105,105,105,1],dodgerblue:[30,144,255,1],firebrick:[178,34,34,1],floralwhite:[255,250,240,1],forestgreen:[34,139,34,1],fuchsia:[255,0,255,1],gainsboro:[220,220,220,1],ghostwhite:[248,248,255,1],gold:[255,215,0,1],goldenrod:[218,165,32,1],gray:[128,128,128,1],green:[0,128,0,1],greenyellow:[173,255,47,1],grey:[128,128,128,1],honeydew:[240,255,240,1],hotpink:[255,105,180,1],indianred:[205,92,92,1],indigo:[75,0,130,1],ivory:[255,255,240,1],khaki:[240,230,140,1],lavender:[230,230,250,1],lavenderblush:[255,240,245,1],lawngreen:[124,252,0,1],lemonchiffon:[255,250,205,1],lightblue:[173,216,230,1],lightcoral:[240,128,128,1],lightcyan:[224,255,255,1],lightgoldenrodyellow:[250,250,210,1],lightgray:[211,211,211,1],lightgreen:[144,238,144,1],lightgrey:[211,211,211,1],lightpink:[255,182,193,1],lightsalmon:[255,160,122,1],lightseagreen:[32,178,170,1],lightskyblue:[135,206,250,1],lightslategray:[119,136,153,1],lightslategrey:[119,136,153,1],lightsteelblue:[176,196,222,1],lightyellow:[255,255,224,1],lime:[0,255,0,1],limegreen:[50,205,50,1],linen:[250,240,230,1],magenta:[255,0,255,1],maroon:[128,0,0,1],mediumaquamarine:[102,205,170,1],mediumblue:[0,0,205,1],mediumorchid:[186,85,211,1],mediumpurple:[147,112,219,1],mediumseagreen:[60,179,113,1],mediumslateblue:[123,104,238,1],mediumspringgreen:[0,250,154,1],mediumturquoise:[72,209,204,1],mediumvioletred:[199,21,133,1],midnightblue:[25,25,112,1],mintcream:[245,255,250,1],mistyrose:[255,228,225,1],moccasin:[255,228,181,1],navajowhite:[255,222,173,1],navy:[0,0,128,1],oldlace:[253,245,230,1],olive:[128,128,0,1],olivedrab:[107,142,35,1],orange:[255,165,0,1],orangered:[255,69,0,1],orchid:[218,112,214,1],palegoldenrod:[238,232,170,1],palegreen:[152,251,152,1],paleturquoise:[175,238,238,1],palevioletred:[219,112,147,1],papayawhip:[255,239,213,1],peachpuff:[255,218,185,1],peru:[205,133,63,1],pink:[255,192,203,1],plum:[221,160,221,1],powderblue:[176,224,230,1],purple:[128,0,128,1],rebeccapurple:[102,51,153,1],red:[255,0,0,1],rosybrown:[188,143,143,1],royalblue:[65,105,225,1],saddlebrown:[139,69,19,1],salmon:[250,128,114,1],sandybrown:[244,164,96,1],seagreen:[46,139,87,1],seashell:[255,245,238,1],sienna:[160,82,45,1],silver:[192,192,192,1],skyblue:[135,206,235,1],slateblue:[106,90,205,1],slategray:[112,128,144,1],slategrey:[112,128,144,1],snow:[255,250,250,1],springgreen:[0,255,127,1],steelblue:[70,130,180,1],tan:[210,180,140,1],teal:[0,128,128,1],thistle:[216,191,216,1],tomato:[255,99,71,1],turquoise:[64,224,208,1],violet:[238,130,238,1],wheat:[245,222,179,1],white:[255,255,255,1],whitesmoke:[245,245,245,1],yellow:[255,255,0,1],yellowgreen:[154,205,50,1]};function n(t){return(t=Math.round(t))<0?0:t>255?255:t}function i(t){return n(\"%\"===t[t.length-1]?parseFloat(t)/100*255:parseInt(t))}function a(t){return(e=\"%\"===t[t.length-1]?parseFloat(t)/100:parseFloat(t))<0?0:e>1?1:e;var e}function o(t,e,r){return r<0?r+=1:r>1&&(r-=1),6*r<1?t+(e-t)*r*6:2*r<1?e:3*r<2?t+(e-t)*(2/3-r)*6:t}try{e.parseCSSColor=function(t){var e,s=t.replace(/ /g,\"\").toLowerCase();if(s in r)return r[s].slice();if(\"#\"===s[0])return 4===s.length?(e=parseInt(s.substr(1),16))>=0&&e<=4095?[(3840&e)>>4|(3840&e)>>8,240&e|(240&e)>>4,15&e|(15&e)<<4,1]:null:7===s.length&&(e=parseInt(s.substr(1),16))>=0&&e<=16777215?[(16711680&e)>>16,(65280&e)>>8,255&e,1]:null;var l=s.indexOf(\"(\"),c=s.indexOf(\")\");if(-1!==l&&c+1===s.length){var u=s.substr(0,l),f=s.substr(l+1,c-(l+1)).split(\",\"),h=1;switch(u){case\"rgba\":if(4!==f.length)return null;h=a(f.pop());case\"rgb\":return 3!==f.length?null:[i(f[0]),i(f[1]),i(f[2]),h];case\"hsla\":if(4!==f.length)return 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Qt=function(t,e,r){this.sensitivity=t?e?\"variant\":\"case\":e?\"accent\":\"base\",this.locale=r,this.collator=new Intl.Collator(this.locale?this.locale:[],{sensitivity:this.sensitivity,usage:\"search\"})};Qt.prototype.compare=function(t,e){return this.collator.compare(t,e)},Qt.prototype.resolvedLocale=function(){return new Intl.Collator(this.locale?this.locale:[]).resolvedOptions().locale};var $t=function(t,e,r,n,i){this.text=t,this.image=e,this.scale=r,this.fontStack=n,this.textColor=i},te=function(t){this.sections=t};te.fromString=function(t){return new te([new $t(t,null,null,null,null)])},te.prototype.isEmpty=function(){return 0===this.sections.length||!this.sections.some((function(t){return 0!==t.text.length||t.image&&0!==t.image.name.length}))},te.factory=function(t){return t instanceof te?t:te.fromString(t)},te.prototype.toString=function(){return 0===this.sections.length?\"\":this.sections.map((function(t){return t.text})).join(\"\")},te.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];if(n.image)t.push([\"image\",n.image.name]);else{t.push(n.text);var i={};n.fontStack&&(i[\"text-font\"]=[\"literal\",n.fontStack.split(\",\")]),n.scale&&(i[\"font-scale\"]=n.scale),n.textColor&&(i[\"text-color\"]=[\"rgba\"].concat(n.textColor.toArray())),t.push(i)}}return t};var ee=function(t){this.name=t.name,this.available=t.available};function re(t,e,r,n){return\"number\"==typeof t&&t>=0&&t<=255&&\"number\"==typeof e&&e>=0&&e<=255&&\"number\"==typeof r&&r>=0&&r<=255?void 0===n||\"number\"==typeof n&&n>=0&&n<=1?null:\"Invalid rgba value [\"+[t,e,r,n].join(\", \")+\"]: 'a' must be between 0 and 1.\":\"Invalid rgba value [\"+(\"number\"==typeof n?[t,e,r,n]:[t,e,r]).join(\", \")+\"]: 'r', 'g', and 'b' must be between 0 and 255.\"}function ne(t){if(null===t)return!0;if(\"string\"==typeof t)return!0;if(\"boolean\"==typeof t)return!0;if(\"number\"==typeof t)return!0;if(t instanceof Kt)return!0;if(t instanceof Qt)return!0;if(t instanceof te)return!0;if(t instanceof ee)return!0;if(Array.isArray(t)){for(var e=0,r=t;e<r.length;e+=1)if(!ne(r[e]))return!1;return!0}if(\"object\"==typeof t){for(var n in t)if(!ne(t[n]))return!1;return!0}return!1}function ie(t){if(null===t)return Ot;if(\"string\"==typeof t)return Rt;if(\"boolean\"==typeof t)return Ft;if(\"number\"==typeof t)return Dt;if(t instanceof Kt)return Bt;if(t instanceof Qt)return Ut;if(t instanceof te)return Vt;if(t instanceof ee)return qt;if(Array.isArray(t)){for(var e,r=t.length,n=0,i=t;n<i.length;n+=1){var a=ie(i[n]);if(e){if(e===a)continue;e=jt;break}e=a}return Ht(e||jt,r)}return Nt}function ae(t){var e=typeof t;return null===t?\"\":\"string\"===e||\"number\"===e||\"boolean\"===e?String(t):t instanceof Kt||t instanceof te||t instanceof ee?t.toString():JSON.stringify(t)}ee.prototype.toString=function(){return this.name},ee.fromString=function(t){return t?new ee({name:t,available:!1}):null},ee.prototype.serialize=function(){return[\"image\",this.name]};var oe=function(t,e){this.type=t,this.value=e};oe.parse=function(t,e){if(2!==t.length)return e.error(\"'literal' expression requires exactly one argument, but found \"+(t.length-1)+\" instead.\");if(!ne(t[1]))return e.error(\"invalid value\");var r=t[1],n=ie(r),i=e.expectedType;return\"array\"!==n.kind||0!==n.N||!i||\"array\"!==i.kind||\"number\"==typeof i.N&&0!==i.N||(n=i),new oe(n,r)},oe.prototype.evaluate=function(){return this.value},oe.prototype.eachChild=function(){},oe.prototype.outputDefined=function(){return!0},oe.prototype.serialize=function(){return\"array\"===this.type.kind||\"object\"===this.type.kind?[\"literal\",this.value]:this.value instanceof Kt?[\"rgba\"].concat(this.value.toArray()):this.value instanceof te?this.value.serialize():this.value};var se=function(t){this.name=\"ExpressionEvaluationError\",this.message=t};se.prototype.toJSON=function(){return this.message};var le={string:Rt,number:Dt,boolean:Ft,object:Nt},ce=function(t,e){this.type=t,this.args=e};ce.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r,n=1,i=t[0];if(\"array\"===i){var a,o;if(t.length>2){var s=t[1];if(\"string\"!=typeof s||!(s in le)||\"object\"===s)return e.error('The item type argument of \"array\" must be one of string, number, boolean',1);a=le[s],n++}else a=jt;if(t.length>3){if(null!==t[2]&&(\"number\"!=typeof t[2]||t[2]<0||t[2]!==Math.floor(t[2])))return e.error('The length argument to \"array\" must be a positive integer literal',2);o=t[2],n++}r=Ht(a,o)}else r=le[i];for(var l=[];n<t.length;n++){var c=e.parse(t[n],n,jt);if(!c)return null;l.push(c)}return new ce(r,l)},ce.prototype.evaluate=function(t){for(var e=0;e<this.args.length;e++){var r=this.args[e].evaluate(t);if(!Wt(this.type,ie(r)))return r;if(e===this.args.length-1)throw new se(\"Expected value to be of type \"+Gt(this.type)+\", but found \"+Gt(ie(r))+\" instead.\")}return null},ce.prototype.eachChild=function(t){this.args.forEach(t)},ce.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ce.prototype.serialize=function(){var t=this.type,e=[t.kind];if(\"array\"===t.kind){var r=t.itemType;if(\"string\"===r.kind||\"number\"===r.kind||\"boolean\"===r.kind){e.push(r.kind);var n=t.N;(\"number\"==typeof n||this.args.length>1)&&e.push(n)}}return e.concat(this.args.map((function(t){return t.serialize()})))};var ue=function(t){this.type=Vt,this.sections=t};ue.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[1];if(!Array.isArray(r)&&\"object\"==typeof r)return e.error(\"First argument must be an image or text section.\");for(var n=[],i=!1,a=1;a<=t.length-1;++a){var o=t[a];if(i&&\"object\"==typeof o&&!Array.isArray(o)){i=!1;var s=null;if(o[\"font-scale\"]&&!(s=e.parse(o[\"font-scale\"],1,Dt)))return null;var l=null;if(o[\"text-font\"]&&!(l=e.parse(o[\"text-font\"],1,Ht(Rt))))return null;var c=null;if(o[\"text-color\"]&&!(c=e.parse(o[\"text-color\"],1,Bt)))return null;var u=n[n.length-1];u.scale=s,u.font=l,u.textColor=c}else{var f=e.parse(t[a],1,jt);if(!f)return null;var h=f.type.kind;if(\"string\"!==h&&\"value\"!==h&&\"null\"!==h&&\"resolvedImage\"!==h)return e.error(\"Formatted text type must be 'string', 'value', 'image' or 'null'.\");i=!0,n.push({content:f,scale:null,font:null,textColor:null})}}return new ue(n)},ue.prototype.evaluate=function(t){return new te(this.sections.map((function(e){var r=e.content.evaluate(t);return ie(r)===qt?new $t(\"\",r,null,null,null):new $t(ae(r),null,e.scale?e.scale.evaluate(t):null,e.font?e.font.evaluate(t).join(\",\"):null,e.textColor?e.textColor.evaluate(t):null)})))},ue.prototype.eachChild=function(t){for(var e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t(n.content),n.scale&&t(n.scale),n.font&&t(n.font),n.textColor&&t(n.textColor)}},ue.prototype.outputDefined=function(){return!1},ue.prototype.serialize=function(){for(var t=[\"format\"],e=0,r=this.sections;e<r.length;e+=1){var n=r[e];t.push(n.content.serialize());var i={};n.scale&&(i[\"font-scale\"]=n.scale.serialize()),n.font&&(i[\"text-font\"]=n.font.serialize()),n.textColor&&(i[\"text-color\"]=n.textColor.serialize()),t.push(i)}return t};var fe=function(t){this.type=qt,this.input=t};fe.parse=function(t,e){if(2!==t.length)return e.error(\"Expected two arguments.\");var r=e.parse(t[1],1,Rt);return r?new fe(r):e.error(\"No image name provided.\")},fe.prototype.evaluate=function(t){var e=this.input.evaluate(t),r=ee.fromString(e);return r&&t.availableImages&&(r.available=t.availableImages.indexOf(e)>-1),r},fe.prototype.eachChild=function(t){t(this.input)},fe.prototype.outputDefined=function(){return!1},fe.prototype.serialize=function(){return[\"image\",this.input.serialize()]};var he={\"to-boolean\":Ft,\"to-color\":Bt,\"to-number\":Dt,\"to-string\":Rt},pe=function(t,e){this.type=t,this.args=e};pe.parse=function(t,e){if(t.length<2)return e.error(\"Expected at least one argument.\");var r=t[0];if((\"to-boolean\"===r||\"to-string\"===r)&&2!==t.length)return e.error(\"Expected one argument.\");for(var n=he[r],i=[],a=1;a<t.length;a++){var o=e.parse(t[a],a,jt);if(!o)return null;i.push(o)}return new pe(n,i)},pe.prototype.evaluate=function(t){if(\"boolean\"===this.type.kind)return Boolean(this.args[0].evaluate(t));if(\"color\"===this.type.kind){for(var e,r,n=0,i=this.args;n<i.length;n+=1){if(r=null,(e=i[n].evaluate(t))instanceof Kt)return e;if(\"string\"==typeof e){var a=t.parseColor(e);if(a)return a}else if(Array.isArray(e)&&!(r=e.length<3||e.length>4?\"Invalid rbga value \"+JSON.stringify(e)+\": expected an array containing either three or four numeric values.\":re(e[0],e[1],e[2],e[3])))return new Kt(e[0]/255,e[1]/255,e[2]/255,e[3])}throw new se(r||\"Could not parse color from value '\"+(\"string\"==typeof e?e:String(JSON.stringify(e)))+\"'\")}if(\"number\"===this.type.kind){for(var o=null,s=0,l=this.args;s<l.length;s+=1){if(null===(o=l[s].evaluate(t)))return 0;var c=Number(o);if(!isNaN(c))return c}throw new se(\"Could not convert \"+JSON.stringify(o)+\" to number.\")}return\"formatted\"===this.type.kind?te.fromString(ae(this.args[0].evaluate(t))):\"resolvedImage\"===this.type.kind?ee.fromString(ae(this.args[0].evaluate(t))):ae(this.args[0].evaluate(t))},pe.prototype.eachChild=function(t){this.args.forEach(t)},pe.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},pe.prototype.serialize=function(){if(\"formatted\"===this.type.kind)return new ue([{content:this.args[0],scale:null,font:null,textColor:null}]).serialize();if(\"resolvedImage\"===this.type.kind)return new fe(this.args[0]).serialize();var t=[\"to-\"+this.type.kind];return this.eachChild((function(e){t.push(e.serialize())})),t};var de=[\"Unknown\",\"Point\",\"LineString\",\"Polygon\"],ge=function(){this.globals=null,this.feature=null,this.featureState=null,this.formattedSection=null,this._parseColorCache={},this.availableImages=null,this.canonical=null};ge.prototype.id=function(){return this.feature&&\"id\"in this.feature?this.feature.id:null},ge.prototype.geometryType=function(){return this.feature?\"number\"==typeof this.feature.type?de[this.feature.type]:this.feature.type:null},ge.prototype.geometry=function(){return this.feature&&\"geometry\"in this.feature?this.feature.geometry:null},ge.prototype.canonicalID=function(){return this.canonical},ge.prototype.properties=function(){return this.feature&&this.feature.properties||{}},ge.prototype.parseColor=function(t){var e=this._parseColorCache[t];return e||(e=this._parseColorCache[t]=Kt.parse(t)),e};var me=function(t,e,r,n){this.name=t,this.type=e,this._evaluate=r,this.args=n};me.prototype.evaluate=function(t){return 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a=Ne(e,n),o=rr.interpolationFactor(this.interpolation,n,e[a],e[a+1]),s=r[a].evaluate(t),l=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Ve[this.type.kind.toLowerCase()](s,l,o):\"interpolate-hcl\"===this.operator?tr.reverse(tr.interpolate(tr.forward(s),tr.forward(l),o)):$e.reverse($e.interpolate($e.forward(s),$e.forward(l),o))},rr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},rr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},rr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var ir=function(t,e){this.type=t,this.args=e};ir.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=e.parse(o[a],1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!s)return null;r=r||s.type,i.push(s)}var l=n&&i.some((function(t){return Wt(n,t.type)}));return new ir(l?jt:r,i)},ir.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length&&(n++,(r=a[i].evaluate(t))&&r instanceof ee&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);i+=1);return r},ir.prototype.eachChild=function(t){this.args.forEach(t)},ir.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ir.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var ar=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};ar.prototype.evaluate=function(t){return this.result.evaluate(t)},ar.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1)t(r[e][1]);t(this.result)},ar.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new ar(r,o):null},ar.prototype.outputDefined=function(){return this.result.outputDefined()},ar.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e];t.push(n[0],n[1].serialize())}return t.push(this.result.serialize()),t};var or=function(t,e,r){this.type=t,this.index=e,this.input=r};or.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Dt),n=e.parse(t[2],2,Ht(e.expectedType||jt));return r&&n?new or(n.type.itemType,r,n):null},or.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new se(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new se(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new se(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},or.prototype.eachChild=function(t){t(this.index),t(this.input)},or.prototype.outputDefined=function(){return!1},or.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var sr=function(t,e){this.type=Ft,this.needle=t,this.haystack=e};sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);return r&&n?Xt(r.type,[Ft,Rt,Dt,Ot,jt])?new sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\"):null},sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Zt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ie(e))+\" instead.\");if(!Zt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ie(r))+\" instead.\");return r.indexOf(e)>=0},sr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},sr.prototype.outputDefined=function(){return!0},sr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var lr=function(t,e,r){this.type=Dt,this.needle=t,this.haystack=e,this.fromIndex=r};lr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);if(!r||!n)return null;if(!Xt(r.type,[Ft,Rt,Dt,Ot,jt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Dt);return i?new lr(r,n,i):null}return new lr(r,n)},lr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Zt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ie(e))+\" instead.\");if(!Zt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ie(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},lr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},lr.prototype.outputDefined=function(){return!1},lr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var cr=function(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a};cr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of arguments.\");var r,n;e.expectedType&&\"value\"!==e.expectedType.kind&&(n=e.expectedType);for(var i={},a=[],o=2;o<t.length-1;o+=2){var s=t[o],l=t[o+1];Array.isArray(s)||(s=[s]);var 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e=this.input.evaluate(t);return(ie(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},cr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},cr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},cr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},i=0,a=Object.keys(this.cases).sort();i<a.length;i+=1){var o=a[i];void 0===(f=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[f][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],f=u[0],h=u[1];e.push(1===h.length?s(h[0]):h.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var ur=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};ur.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 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fr=function(t,e,r,n){this.type=t,this.input=e,this.beginIndex=r,this.endIndex=n};function hr(t,e){return\"==\"===t||\"!=\"===t?\"boolean\"===e.kind||\"string\"===e.kind||\"number\"===e.kind||\"null\"===e.kind||\"value\"===e.kind:\"string\"===e.kind||\"number\"===e.kind||\"value\"===e.kind}function pr(t,e,r,n){return 0===n.compare(e,r)}function dr(t,e,r){var n=\"==\"!==t&&\"!=\"!==t;return function(){function i(t,e,r){this.type=Ft,this.lhs=t,this.rhs=e,this.collator=r,this.hasUntypedArgument=\"value\"===t.type.kind||\"value\"===e.type.kind}return i.parse=function(t,e){if(3!==t.length&&4!==t.length)return e.error(\"Expected two or three arguments.\");var r=t[0],a=e.parse(t[1],1,jt);if(!a)return null;if(!hr(r,a.type))return e.concat(1).error('\"'+r+\"\\\" comparisons are not supported for type '\"+Gt(a.type)+\"'.\");var o=e.parse(t[2],2,jt);if(!o)return null;if(!hr(r,o.type))return e.concat(2).error('\"'+r+\"\\\" comparisons are not supported for type 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0,o={}),e=e.concat(Xr({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Jr,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Vr(It(a[1]))?e.concat([new St(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(bn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=zr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new St(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new St(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var u=\"number expected, \"+s+\" found\";return Lr(i)&&void 0===a&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new St(t.key,c,u)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new St(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new St(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new St(t.key,c,\"integer expected, found \"+l)]}}function Qr(t){var e=(\"property\"===t.expressionContext?Yr:qr)(It(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new St(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new St(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". 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en={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function rn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};tn(t)||(t=an(t));var e=qr(t,en);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if(\"within\"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function nn(t,e){return t<e?-1:t>e?1:0}function an(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?on(t[1],t[2],\"==\"):\"!=\"===r?cn(on(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?on(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(an))):\"all\"===r?[\"all\"].concat(t.slice(1).map(an)):\"none\"===r?[\"all\"].concat(t.slice(1).map(an).map(cn)):\"in\"===r?sn(t[1],t.slice(2)):\"!in\"===r?cn(sn(t[1],t.slice(2))):\"has\"===r?ln(t[1]):\"!has\"===r?cn(ln(t[1])):\"within\"!==r||t}function on(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(nn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function ln(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function cn(t){return[\"!\",t]}function un(t){return tn(It(t.value))?Qr(Ct({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==zr(r))return[new St(n,r,\"array expected, \"+zr(r)+\" found\")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new St(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat($r({key:n+\"[0]\",value:r[0],valueSpec:a.filter_operator,style:e.style,styleSpec:e.styleSpec})),Lt(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Lt(r[1])&&o.push(new St(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new St(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(i=zr(r[1]))&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+i+\" found\"));for(var s=2;s<r.length;s++)i=zr(r[s]),\"$type\"===Lt(r[1])?o=o.concat($r({key:n+\"[\"+s+\"]\",value:r[s],valueSpec:a.geometry_type,style:e.style,styleSpec:e.styleSpec})):\"string\"!==i&&\"number\"!==i&&\"boolean\"!==i&&o.push(new St(n+\"[\"+s+\"]\",r[s],\"string, number, or boolean expected, \"+i+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":i=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==i&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+i+\" found\"));break;case\"within\":i=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"object\"!==i&&o.push(new St(n+\"[1]\",r[1],\"object expected, \"+i+\" found\"))}return o}(t)}function fn(t,e){var r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return bn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new St(r,a,'unknown property \"'+o+'\"')];if(\"string\"===zr(a)&&Lr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new St(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new St(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Or(It(a))&&\"identity\"===Lt(a.type)&&f.push(new St(r,a,'\"text-font\" does not support identity 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h=i.sources&&i.sources[r.source],p=h&&Lt(h.type);h?\"vector\"===p&&\"raster\"===s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new St(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&h.lineMetrics||e.push(new St(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new St(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new St(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new St(n,r,'missing required property \"source\"'));return e=e.concat(Xr({key:n,value:r,valueSpec:a.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return bn({key:n+\".type\",value:r.type,valueSpec:a.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:un,layout:function(t){return Xr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return pn(Ct({layerType:s},t))}}})},paint:function(t){return Xr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return hn(Ct({layerType:s},t))}}})}}}))}function gn(t){var e=t.value,r=t.key,n=zr(e);return\"string\"!==n?[new St(r,e,\"string expected, \"+n+\" found\")]:[]}var mn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===zr(r))return gn({key:e,value:r});var n=[];for(var i in r)n.push.apply(n,gn({key:e+\".\"+i,value:r[i]}));return n}};function vn(t){var e=t.value,r=t.key,n=t.styleSpec,i=t.style;if(!e.type)return[new St(r,e,'\"type\" is required')];var a,o=Lt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return Xr({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:mn});case\"geojson\":if(a=Xr({key:r,value:e,valueSpec:n.source_geojson,style:i,styleSpec:n,objectElementValidators:mn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=\"string\"==typeof c?[c,[\"accumulated\"],[\"get\",s]]:c;a.push.apply(a,Qr({key:r+\".\"+s+\".map\",value:l[1],expressionContext:\"cluster-map\"})),a.push.apply(a,Qr({key:r+\".\"+s+\".reduce\",value:u,expressionContext:\"cluster-reduce\"}))}return a;case\"video\":return Xr({key:r,value:e,valueSpec:n.source_video,style:i,styleSpec:n});case\"image\":return Xr({key:r,value:e,valueSpec:n.source_image,style:i,styleSpec:n});case\"canvas\":return[new St(r,null,\"Please use runtime APIs to add canvas sources, rather than including them in stylesheets.\",\"source.canvas\")];default:return $r({key:r+\".type\",value:e.type,valueSpec:{values:[\"vector\",\"raster\",\"raster-dem\",\"geojson\",\"video\",\"image\"]},style:i,styleSpec:n})}}function yn(t){var e=t.value,r=t.styleSpec,n=r.light,i=t.style,a=[],o=zr(e);if(void 0===e)return a;if(\"object\"!==o)return a.concat([new St(\"light\",e,\"object expected, \"+o+\" found\")]);for(var s in e){var l=s.match(/^(.*)-transition$/);a=a.concat(l&&n[l[1]]&&n[l[1]].transition?bn({key:s,value:e[s],valueSpec:r.transition,style:i,styleSpec:r}):n[s]?bn({key:s,value:e[s],valueSpec:n[s],style:i,styleSpec:r}):[new St(s,e[s],'unknown property \"'+s+'\"')])}return a}var xn={\"*\":function(){return[]},array:Zr,boolean:function(t){var e=t.value,r=t.key,n=zr(e);return\"boolean\"!==n?[new St(r,e,\"boolean expected, \"+n+\" found\")]:[]},number:Jr,color:function(t){var e=t.key,r=t.value,n=zr(r);return\"string\"!==n?[new St(e,r,\"color expected, \"+n+\" 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r=r.concat(bn({key:\"\",value:t,valueSpec:e.$root,styleSpec:e,style:t,objectElementValidators:{glyphs:_n,\"*\":function(){return[]}}})),t.constants&&(r=r.concat(Et({key:\"constants\",value:t.constants,style:t,styleSpec:e}))),Tn(r)}function Tn(t){return[].concat(t).sort((function(t,e){return t.line-e.line}))}function kn(t){return function(){for(var e=[],r=arguments.length;r--;)e[r]=arguments[r];return Tn(t.apply(this,e))}}wn.source=kn(vn),wn.light=kn(yn),wn.layer=kn(dn),wn.filter=kn(un),wn.paintProperty=kn(hn),wn.layoutProperty=kn(pn);var Mn=wn,An=Mn.light,Sn=Mn.paintProperty,En=Mn.layoutProperty;function Cn(t,e){var r=!1;if(e&&e.length)for(var n=0,i=e;n<i.length;n+=1)t.fire(new kt(new Error(i[n].message))),r=!0;return r}var Ln=In;function In(t,e,r){var n=this.cells=[];if(t instanceof ArrayBuffer){this.arrayBuffer=t;var i=new Int32Array(this.arrayBuffer);t=i[0],this.d=(e=i[1])+2*(r=i[2]);for(var a=0;a<this.d*this.d;a++){var o=i[3+a],s=i[3+a+1];n.push(o===s?null:i.subarray(o,s))}var l=i[3+n.length+1];this.keys=i.subarray(i[3+n.length],l),this.bboxes=i.subarray(l),this.insert=this._insertReadonly}else{this.d=e+2*r;for(var c=0;c<this.d*this.d;c++)n.push([]);this.keys=[],this.bboxes=[]}this.n=e,this.extent=t,this.padding=r,this.scale=e/t,this.uid=0;var u=r/e*t;this.min=-u,this.max=t+u}In.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertCell,this.uid++),this.keys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},In.prototype._insertReadonly=function(){throw\"Cannot insert into a GridIndex created from an ArrayBuffer.\"},In.prototype._insertCell=function(t,e,r,n,i,a){this.cells[i].push(a)},In.prototype.query=function(t,e,r,n,i){var a=this.min,o=this.max;if(t<=a&&e<=a&&o<=r&&o<=n&&!i)return Array.prototype.slice.call(this.keys);var s=[];return this._forEachCell(t,e,r,n,this._queryCell,s,{},i),s},In.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=this.cells[i];if(null!==l)for(var c=this.keys,u=this.bboxes,f=0;f<l.length;f++){var h=l[f];if(void 0===o[h]){var p=4*h;(s?s(u[p+0],u[p+1],u[p+2],u[p+3]):t<=u[p+2]&&e<=u[p+3]&&r>=u[p+0]&&n>=u[p+1])?(o[h]=!0,a.push(c[h])):o[h]=!1}}},In.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToCellCoord(t),c=this._convertToCellCoord(e),u=this._convertToCellCoord(r),f=this._convertToCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.d*p+h;if((!s||s(this._convertFromCellCoord(h),this._convertFromCellCoord(p),this._convertFromCellCoord(h+1),this._convertFromCellCoord(p+1)))&&i.call(this,t,e,r,n,d,a,o,s))return}},In.prototype._convertFromCellCoord=function(t){return(t-this.padding)/this.scale},In.prototype._convertToCellCoord=function(t){return Math.max(0,Math.min(this.d-1,Math.floor(t*this.scale)+this.padding))},In.prototype.toArrayBuffer=function(){if(this.arrayBuffer)return this.arrayBuffer;for(var t=this.cells,e=3+this.cells.length+1+1,r=0,n=0;n<this.cells.length;n++)r+=this.cells[n].length;var i=new Int32Array(e+r+this.keys.length+this.bboxes.length);i[0]=this.extent,i[1]=this.n,i[2]=this.padding;for(var a=e,o=0;o<t.length;o++){var s=t[o];i[3+o]=a,i.set(s,a),a+=s.length}return i[3+t.length]=a,i.set(this.keys,a),i[3+t.length+1]=a+=this.keys.length,i.set(this.bboxes,a),a+=this.bboxes.length,i.buffer};var Pn=self.ImageData,zn=self.ImageBitmap,On={};function Dn(t,e,r){void 0===r&&(r={}),Object.defineProperty(e,\"_classRegistryKey\",{value:t,writeable:!1}),On[t]={klass:e,omit:r.omit||[],shallow:r.shallow||[]}}for(var Rn in Dn(\"Object\",Object),Ln.serialize=function(t,e){var r=t.toArrayBuffer();return e&&e.push(r),{buffer:r}},Ln.deserialize=function(t){return new Ln(t.buffer)},Dn(\"Grid\",Ln),Dn(\"Color\",Kt),Dn(\"Error\",Error),Dn(\"ResolvedImage\",ee),Dn(\"StylePropertyFunction\",Wr),Dn(\"StyleExpression\",Ur,{omit:[\"_evaluator\"]}),Dn(\"ZoomDependentExpression\",Gr),Dn(\"ZoomConstantExpression\",Hr),Dn(\"CompoundExpression\",me,{omit:[\"_evaluate\"]}),Tr)Tr[Rn]._classRegistryKey||Dn(\"Expression_\"+Rn,Tr[Rn]);function Fn(t){return t&&\"undefined\"!=typeof ArrayBuffer&&(t instanceof ArrayBuffer||t.constructor&&\"ArrayBuffer\"===t.constructor.name)}function Bn(t){return zn&&t instanceof zn}function Nn(t,e){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp)return t;if(Fn(t)||Bn(t))return e&&e.push(t),t;if(ArrayBuffer.isView(t)){var r=t;return e&&e.push(r.buffer),r}if(t instanceof Pn)return e&&e.push(t.data.buffer),t;if(Array.isArray(t)){for(var n=[],i=0,a=t;i<a.length;i+=1)n.push(Nn(a[i],e));return n}if(\"object\"==typeof t){var o=t.constructor,s=o._classRegistryKey;if(!s)throw new Error(\"can't serialize object of unregistered class\");var l=o.serialize?o.serialize(t,e):{};if(!o.serialize){for(var c in t)if(t.hasOwnProperty(c)&&!(On[s].omit.indexOf(c)>=0)){var u=t[c];l[c]=On[s].shallow.indexOf(c)>=0?u:Nn(u,e)}t instanceof Error&&(l.message=t.message)}if(l.$name)throw new Error(\"$name property is reserved for worker serialization logic.\");return\"Object\"!==s&&(l.$name=s),l}throw new Error(\"can't serialize object of type \"+typeof t)}function jn(t){if(null==t||\"boolean\"==typeof t||\"number\"==typeof t||\"string\"==typeof t||t instanceof Boolean||t instanceof Number||t instanceof String||t instanceof Date||t instanceof RegExp||Fn(t)||Bn(t)||ArrayBuffer.isView(t)||t instanceof Pn)return t;if(Array.isArray(t))return t.map(jn);if(\"object\"==typeof t){var e=t.$name||\"Object\",r=On[e].klass;if(!r)throw new Error(\"can't deserialize unregistered class \"+e);if(r.deserialize)return r.deserialize(t);for(var n=Object.create(r.prototype),i=0,a=Object.keys(t);i<a.length;i+=1){var o=a[i];if(\"$name\"!==o){var s=t[o];n[o]=On[e].shallow.indexOf(o)>=0?s:jn(s)}}return n}throw new Error(\"can't deserialize object of type \"+typeof t)}var Un=function(){this.first=!0};Un.prototype.update=function(t,e){var r=Math.floor(t);return this.first?(this.first=!1,this.lastIntegerZoom=r,this.lastIntegerZoomTime=0,this.lastZoom=t,this.lastFloorZoom=r,!0):(this.lastFloorZoom>r?(this.lastIntegerZoom=r+1,this.lastIntegerZoomTime=e):this.lastFloorZoom<r&&(this.lastIntegerZoom=r,this.lastIntegerZoomTime=e),t!==this.lastZoom&&(this.lastZoom=t,this.lastFloorZoom=r,!0))};var Vn={\"Latin-1 Supplement\":function(t){return t>=128&&t<=255},Arabic:function(t){return t>=1536&&t<=1791},\"Arabic Supplement\":function(t){return t>=1872&&t<=1919},\"Arabic Extended-A\":function(t){return t>=2208&&t<=2303},\"Hangul Jamo\":function(t){return t>=4352&&t<=4607},\"Unified Canadian Aboriginal Syllabics\":function(t){return t>=5120&&t<=5759},Khmer:function(t){return t>=6016&&t<=6143},\"Unified Canadian Aboriginal Syllabics Extended\":function(t){return t>=6320&&t<=6399},\"General Punctuation\":function(t){return t>=8192&&t<=8303},\"Letterlike Symbols\":function(t){return t>=8448&&t<=8527},\"Number Forms\":function(t){return t>=8528&&t<=8591},\"Miscellaneous Technical\":function(t){return t>=8960&&t<=9215},\"Control Pictures\":function(t){return t>=9216&&t<=9279},\"Optical Character Recognition\":function(t){return t>=9280&&t<=9311},\"Enclosed Alphanumerics\":function(t){return t>=9312&&t<=9471},\"Geometric Shapes\":function(t){return t>=9632&&t<=9727},\"Miscellaneous Symbols\":function(t){return t>=9728&&t<=9983},\"Miscellaneous Symbols and Arrows\":function(t){return t>=11008&&t<=11263},\"CJK Radicals Supplement\":function(t){return t>=11904&&t<=12031},\"Kangxi Radicals\":function(t){return t>=12032&&t<=12255},\"Ideographic Description Characters\":function(t){return t>=12272&&t<=12287},\"CJK Symbols and Punctuation\":function(t){return t>=12288&&t<=12351},Hiragana:function(t){return t>=12352&&t<=12447},Katakana:function(t){return t>=12448&&t<=12543},Bopomofo:function(t){return t>=12544&&t<=12591},\"Hangul Compatibility Jamo\":function(t){return t>=12592&&t<=12687},Kanbun:function(t){return t>=12688&&t<=12703},\"Bopomofo Extended\":function(t){return t>=12704&&t<=12735},\"CJK Strokes\":function(t){return t>=12736&&t<=12783},\"Katakana Phonetic Extensions\":function(t){return t>=12784&&t<=12799},\"Enclosed CJK Letters and Months\":function(t){return t>=12800&&t<=13055},\"CJK Compatibility\":function(t){return t>=13056&&t<=13311},\"CJK Unified Ideographs Extension A\":function(t){return t>=13312&&t<=19903},\"Yijing Hexagram Symbols\":function(t){return t>=19904&&t<=19967},\"CJK Unified Ideographs\":function(t){return t>=19968&&t<=40959},\"Yi Syllables\":function(t){return t>=40960&&t<=42127},\"Yi Radicals\":function(t){return t>=42128&&t<=42191},\"Hangul Jamo Extended-A\":function(t){return t>=43360&&t<=43391},\"Hangul Syllables\":function(t){return t>=44032&&t<=55215},\"Hangul Jamo Extended-B\":function(t){return t>=55216&&t<=55295},\"Private Use Area\":function(t){return t>=57344&&t<=63743},\"CJK Compatibility Ideographs\":function(t){return t>=63744&&t<=64255},\"Arabic Presentation Forms-A\":function(t){return t>=64336&&t<=65023},\"Vertical Forms\":function(t){return t>=65040&&t<=65055},\"CJK Compatibility Forms\":function(t){return t>=65072&&t<=65103},\"Small Form Variants\":function(t){return t>=65104&&t<=65135},\"Arabic Presentation Forms-B\":function(t){return t>=65136&&t<=65279},\"Halfwidth and Fullwidth Forms\":function(t){return t>=65280&&t<=65519}};function qn(t){for(var e=0,r=t;e<r.length;e+=1)if(Hn(r[e].charCodeAt(0)))return!0;return!1}function Hn(t){return!(746!==t&&747!==t&&(t<4352||!(Vn[\"Bopomofo Extended\"](t)||Vn.Bopomofo(t)||Vn[\"CJK Compatibility 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0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},ii.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var ai=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Or(t))return new Wr(t,e);if(Vr(t)){var r=Yr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=Kt.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};ai.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},ai.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var oi=function(t){this.property=t,this.value=new ai(t,void 0)};oi.prototype.transitioned=function(t,e){return new li(this.property,this.value,e,u({},t.transition,this.transition),t.now)},oi.prototype.untransitioned=function(){return new li(this.property,this.value,null,{},0)};var si=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};si.prototype.getValue=function(t){return x(this._values[t].value.value)},si.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oi(this._values[t].property)),this._values[t].value=new ai(this._values[t].property,null===e?void 0:x(e))},si.prototype.getTransition=function(t){return x(this._values[t].transition)},si.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oi(this._values[t].property)),this._values[t].transition=x(e)||void 0},si.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},si.prototype.transitioned=function(t,e){for(var r=new ci(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},si.prototype.untransitioned=function(){for(var t=new ci(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var li=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};li.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var ci=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};ci.prototype.possiblyEvaluate=function(t,e,r){for(var n=new hi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},ci.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1)if(this._values[e[t]].prior)return!0;return!1};var ui=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ui.prototype.getValue=function(t){return x(this._values[t].value)},ui.prototype.setValue=function(t,e){this._values[t]=new ai(this._values[t].property,null===e?void 0:x(e))},ui.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},ui.prototype.possiblyEvaluate=function(t,e,r){for(var n=new hi(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var fi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};fi.prototype.isConstant=function(){return\"constant\"===this.value.kind},fi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},fi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var hi=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};hi.prototype.get=function(t){return this._values[t]};var pi=function(t){this.specification=t};pi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},pi.prototype.interpolate=function(t,e,r){var n=Ve[this.specification.type];return n?n(t,e,r):t};var di=function(t,e){this.specification=t,this.overrides=e};di.prototype.possiblyEvaluate=function(t,e,r,n){return new fi(this,\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)}:t.expression,e)},di.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new fi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ve[this.specification.type];return n?new fi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},di.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new fi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new fi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new fi(this,{kind:\"constant\",value:s},e)}return new fi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(di),mi=function(t){this.specification=t};mi.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new ii(Math.floor(e.zoom-1),e)),t.expression.evaluate(new ii(Math.floor(e.zoom),e)),t.expression.evaluate(new ii(Math.floor(e.zoom+1),e)),e)}},mi.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},mi.prototype.interpolate=function(t){return t};var vi=function(t){this.specification=t};vi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},vi.prototype.interpolate=function(){return!1};var yi=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new ai(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new oi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Dn(\"DataDrivenProperty\",di),Dn(\"DataConstantProperty\",pi),Dn(\"CrossFadedDataDrivenProperty\",gi),Dn(\"CrossFadedProperty\",mi),Dn(\"ColorRampProperty\",vi);var xi=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=(e=e).metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new ui(r.layout)),r.paint)){for(var n in this._transitionablePaint=new si(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new hi(r.paint)}}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){void 0===r&&(r={}),null!=e&&this._validate(En,\"layers.\"+this.id+\".layout.\"+t,t,e,r)||(\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e)},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e&&this._validate(Sn,\"layers.\"+this.id+\".paint.\"+t,t,e,r))return!1;if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var n=this._transitionablePaint._values[t],i=\"cross-faded-data-driven\"===n.property.specification[\"property-type\"],a=n.value.isDataDriven(),o=n.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var s=this._transitionablePaint._values[t].value;return s.isDataDriven()||a||i||this._handleOverridablePaintPropertyUpdate(t,o,s)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Cn(this,t.call(Mn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:At,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof fi&&Lr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Mt),bi={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},_i=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},wi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ti(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i=bi[t.type].BYTES_PER_ELEMENT,a=r=ki(r,Math.max(e,i)),o=t.components||1;return n=Math.max(n,i),r+=i*o,{name:t.name,type:t.type,components:o,offset:a}})),size:ki(r,Math.max(n,e)),alignment:e}}function ki(t,e){return Math.ceil(t/e)*e}wi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},wi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},wi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},wi.prototype.clear=function(){this.length=0},wi.prototype.resize=function(t){this.reserve(t),this.length=t},wi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},wi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Mi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(wi);Mi.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2i4\",Mi);var Ai=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(wi);Ai.prototype.bytesPerElement=8,Dn(\"StructArrayLayout4i8\",Ai);var Si=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(wi);Si.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i4i12\",Si);var Ei=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(wi);Ei.prototype.bytesPerElement=8,Dn(\"StructArrayLayout2i4ub8\",Ei);var Ci=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(wi);Ci.prototype.bytesPerElement=18,Dn(\"StructArrayLayout8ui2ub18\",Ci);var Li=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(wi);Li.prototype.bytesPerElement=24,Dn(\"StructArrayLayout4i4ui4i24\",Li);var Ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(wi);Ii.prototype.bytesPerElement=12,Dn(\"StructArrayLayout3f12\",Ii);var Pi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.uint32[1*t+0]=e,t},e}(wi);Pi.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1ul4\",Pi);var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(wi);zi.prototype.bytesPerElement=20,Dn(\"StructArrayLayout6i1ul2ui20\",zi);var Oi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(wi);Oi.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i2i2i12\",Oi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(wi);Di.prototype.bytesPerElement=16,Dn(\"StructArrayLayout2f1f2i16\",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(wi);Ri.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2ub2f12\",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(wi);Fi.prototype.bytesPerElement=6,Dn(\"StructArrayLayout3ui6\",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=g,this.uint32[x+10]=m,this.int16[y+22]=v,t},e}(wi);Bi.prototype.bytesPerElement=48,Dn(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E){var C=34*t,L=17*t;return this.int16[C+0]=e,this.int16[C+1]=r,this.int16[C+2]=n,this.int16[C+3]=i,this.int16[C+4]=a,this.int16[C+5]=o,this.int16[C+6]=s,this.int16[C+7]=l,this.uint16[C+8]=c,this.uint16[C+9]=u,this.uint16[C+10]=f,this.uint16[C+11]=h,this.uint16[C+12]=p,this.uint16[C+13]=d,this.uint16[C+14]=g,this.uint16[C+15]=m,this.uint16[C+16]=v,this.uint16[C+17]=y,this.uint16[C+18]=x,this.uint16[C+19]=b,this.uint16[C+20]=_,this.uint16[C+21]=w,this.uint16[C+22]=T,this.uint32[L+12]=k,this.float32[L+13]=M,this.float32[L+14]=A,this.float32[L+15]=S,this.float32[L+16]=E,t},e}(wi);Ni.prototype.bytesPerElement=68,Dn(\"StructArrayLayout8i15ui1ul4f68\",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.float32[1*t+0]=e,t},e}(wi);ji.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1f4\",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(wi);Ui.prototype.bytesPerElement=6,Dn(\"StructArrayLayout3i6\",Ui);var 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a=t;a<e;a++)this.paintVertexArray.emplace(a,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},Sa.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Sa.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var Ea=function(t,e,r,n,i,a){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=i,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new a};Ea.prototype.populatePaintArray=function(t,e,r,n,i){var a=this.expression.evaluate(new ii(this.zoom),e,{},n,[],i),o=this.expression.evaluate(new ii(this.zoom+1),e,{},n,[],i),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,a,o)},Ea.prototype.updatePaintArray=function(t,e,r,n){var i=this.expression.evaluate({zoom:this.zoom},r,n),a=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,i,a)},Ea.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var i=ka(r),a=ka(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,i[0],i[1],a[0],a[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},Ea.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Ea.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},Ea.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=l(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},Ea.prototype.getBinding=function(t,e,r){return new va(t,e)};var Ca=function(t,e,r,n,i,a){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=a,this.zoomInPaintVertexArray=new i,this.zoomOutPaintVertexArray=new i};Ca.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},Ca.prototype.updatePaintArray=function(t,e,r,n,i){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],i)},Ca.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var i=n[r.min],a=n[r.mid],o=n[r.max];if(i&&a&&o)for(var s=t;s<e;s++)this.zoomInPaintVertexArray.emplace(s,a.tl[0],a.tl[1],a.br[0],a.br[1],i.tl[0],i.tl[1],i.br[0],i.br[1],a.pixelRatio,i.pixelRatio),this.zoomOutPaintVertexArray.emplace(s,a.tl[0],a.tl[1],a.br[0],a.br[1],o.tl[0],o.tl[1],o.br[0],o.br[1],a.pixelRatio,o.pixelRatio)}},Ca.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,oa.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,oa.members,this.expression.isStateDependent))},Ca.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var La=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var i=[];for(var a in t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof fi&&Lr(o.property.specification)){var s=Pa(a,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new Aa(l.value,s):new Ma(l.value,s,c),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=za(a,c,\"source\");this.binders[a]=h?new Ca(l,c,u,e,p,t.id):new Sa(l,s,c,p),i.push(\"/a_\"+a)}else{var d=za(a,c,\"composite\");this.binders[a]=new Ea(l,s,c,u,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};La.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Sa||e instanceof Ea?e.maxValue:0},La.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof Sa||o instanceof Ea||o instanceof Ca)&&o.populatePaintArray(t,e,r,n,i)}},La.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Aa&&n.setConstantPatternPositions(t,e)}},La.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof Sa||h instanceof Ea||h instanceof Ca)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(c.start,c.end,u,t[o],i),a=!0}}}return a},La.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Ma||r instanceof Aa)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},La.prototype.getPaintVertexBuffers=function(){return this._buffers},La.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof Ma||i instanceof Aa||i instanceof Ea)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},La.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property;this.binders[l].setUniform(o.binding,n,r.get(l),s)}},La.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Ca){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Sa||r instanceof Ea)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},La.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Sa||r instanceof Ea||r instanceof Ca)&&r.upload(t)}this.updatePaintBuffers()},La.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Sa||e instanceof Ea||e instanceof Ca)&&e.destroy()}};var Ia=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new La(o,r,n,t)}this.needsUpload=!1,this._featureMap=new fa,this._bufferOffset=0};function Pa(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function za(t,e,r){var n={color:{source:Gi,composite:Yi},number:{source:ji,composite:Gi}},i=function(t){return{\"line-pattern\":{source:Ci,composite:Ci},\"fill-pattern\":{source:Ci,composite:Ci},\"fill-extrusion-pattern\":{source:Ci,composite:Ci}}[t]}(t);return i&&i[r]||n[e][r]}Ia.prototype.populatePaintArrays=function(t,e,r,n,i,a){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,i,a);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},Ia.prototype.updatePaintArrays=function(t,e,r,n){for(var i=0,a=r;i<a.length;i+=1){var o=a[i];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},Ia.prototype.get=function(t){return this.programConfigurations[t]},Ia.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Ia.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},Dn(\"ConstantBinder\",Ma),Dn(\"CrossFadedConstantBinder\",Aa),Dn(\"SourceExpressionBinder\",Sa),Dn(\"CrossFadedCompositeBinder\",Ca),Dn(\"CompositeExpressionBinder\",Ea),Dn(\"ProgramConfiguration\",La,{omit:[\"_buffers\"]}),Dn(\"ProgramConfigurationSet\",Ia);var Oa={min:-1*Math.pow(2,14),max:Math.pow(2,14)-1};function Da(t){for(var e=8192/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var i=r[n],a=0;a<i.length;a++){var o=i[a];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<Oa.min||o.x>Oa.max||o.y<Oa.min||o.y>Oa.max)&&(_(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=l(o.x,Oa.min,Oa.max),o.y=l(o.y,Oa.min,Oa.max))}return r}function Ra(t,e,r,n,i){t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)}var Fa=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Mi,this.indexArray=new Fi,this.segments=new ia,this.programConfigurations=new Ia(na,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function Ba(t,e){for(var r=0;r<t.length;r++)if(Wa(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(Wa(t,e[n]))return!0;return!!Va(t,e)}function Na(t,e,r){return!!Wa(t,e)||!!Ha(e,t,r)}function ja(t,e){if(1===t.length)return Ya(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++)if(Wa(t,n[i]))return!0;for(var a=0;a<t.length;a++)if(Ya(e,t[a]))return!0;for(var o=0;o<e.length;o++)if(Va(t,e[o]))return!0;return!1}function Ua(t,e,r){if(t.length>1){if(Va(t,e))return!0;for(var n=0;n<e.length;n++)if(Ha(e[n],t,r))return!0}for(var i=0;i<t.length;i++)if(Ha(t[i],e,r))return!0;return!1}function Va(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var n=t[r],i=t[r+1],a=0;a<e.length-1;a++)if(qa(n,i,e[a],e[a+1]))return!0;return!1}function qa(t,e,r,n){return w(t,r,n)!==w(e,r,n)&&w(t,e,r)!==w(t,e,n)}function Ha(t,e,r){var n=r*r;if(1===e.length)return t.distSqr(e[0])<n;for(var i=1;i<e.length;i++)if(Ga(t,e[i-1],e[i])<n)return!0;return!1}function Ga(t,e,r){var n=e.distSqr(r);if(0===n)return t.distSqr(e);var i=((t.x-e.x)*(r.x-e.x)+(t.y-e.y)*(r.y-e.y))/n;return t.distSqr(i<0?e:i>1?r:r.sub(e)._mult(i)._add(e))}function Ya(t,e){for(var r,n,i,a=!1,o=0;o<t.length;o++)for(var s=0,l=(r=t[o]).length-1;s<r.length;l=s++)(n=r[s]).y>e.y!=(i=r[l]).y>e.y&&e.x<(i.x-n.x)*(e.y-n.y)/(i.y-n.y)+n.x&&(a=!a);return a}function Wa(t,e){for(var r=!1,n=0,i=t.length-1;n<t.length;i=n++){var a=t[n],o=t[i];a.y>e.y!=o.y>e.y&&e.x<(o.x-a.x)*(e.y-a.y)/(o.y-a.y)+a.x&&(r=!r)}return r}function Xa(t,e,r){var n=r[0],i=r[2];if(t.x<n.x&&e.x<n.x||t.x>i.x&&e.x>i.x||t.y<n.y&&e.y<n.y||t.y>i.y&&e.y>i.y)return!1;var a=w(t,e,r[0]);return a!==w(t,e,r[1])||a!==w(t,e,r[2])||a!==w(t,e,r[3])}function Za(t,e,r){var n=e.paint.get(t).value;return\"constant\"===n.kind?n.value:r.programConfigurations.get(e.id).getMaxValue(t)}function Ja(t){return Math.sqrt(t[0]*t[0]+t[1]*t[1])}function Ka(t,e,r,n,a){if(!e[0]&&!e[1])return t;var o=i.convert(e)._mult(a);\"viewport\"===r&&o._rotate(-n);for(var s=[],l=0;l<t.length;l++)s.push(t[l].sub(o));return s}Fa.prototype.populate=function(t,e,r){var n=this.layers[0],i=[],a=null;\"circle\"===n.type&&(a=n.layout.get(\"circle-sort-key\"));for(var o=0,s=t;o<s.length;o+=1){var l=s[o],c=l.feature,u=l.id,f=l.index,h=l.sourceLayerIndex,p=this.layers[0]._featureFilter.needGeometry,d={type:c.type,id:u,properties:c.properties,geometry:p?Da(c):[]};if(this.layers[0]._featureFilter.filter(new ii(this.zoom),d,r)){p||(d.geometry=Da(c));var g=a?a.evaluate(d,{},r):void 0;i.push({id:u,properties:c.properties,type:c.type,sourceLayerIndex:h,index:f,geometry:d.geometry,patterns:{},sortKey:g})}}a&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var m=0,v=i;m<v.length;m+=1){var y=v[m],x=y.geometry,b=y.index,_=y.sourceLayerIndex,w=t[b].feature;this.addFeature(y,x,b,r),e.featureIndex.insert(w,x,b,_,this.index)}},Fa.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Fa.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Fa.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Fa.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,na),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Fa.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Fa.prototype.addFeature=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1)for(var o=0,s=a[i];o<s.length;o+=1){var l=s[o],c=l.x,u=l.y;if(!(c<0||c>=8192||u<0||u>=8192)){var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray,t.sortKey),h=f.vertexLength;Ra(this.layoutVertexArray,c,u,-1,-1),Ra(this.layoutVertexArray,c,u,1,-1),Ra(this.layoutVertexArray,c,u,1,1),Ra(this.layoutVertexArray,c,u,-1,1),this.indexArray.emplaceBack(h,h+1,h+2),this.indexArray.emplaceBack(h,h+3,h+2),f.vertexLength+=4,f.primitiveLength+=2}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,{},n)},Dn(\"CircleBucket\",Fa,{omit:[\"layers\"]});var Qa=new yi({\"circle-sort-key\":new di(At.layout_circle[\"circle-sort-key\"])}),$a={paint:new yi({\"circle-radius\":new di(At.paint_circle[\"circle-radius\"]),\"circle-color\":new di(At.paint_circle[\"circle-color\"]),\"circle-blur\":new di(At.paint_circle[\"circle-blur\"]),\"circle-opacity\":new di(At.paint_circle[\"circle-opacity\"]),\"circle-translate\":new pi(At.paint_circle[\"circle-translate\"]),\"circle-translate-anchor\":new 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2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=us(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}return r&&i.push(r),i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var h={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(h.id=this.id),h};var fs=hs;function hs(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(ps,this,e),this.length=this._features.length}function ps(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function ds(t,e,r){if(3===t){var n=new fs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}hs.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new ss(this._pbf,e,this.extent,this._keys,this._values)};var gs={VectorTile:function(t,e){this.layers=t.readFields(ds,{},e)},VectorTileFeature:ss,VectorTileLayer:fs},ms=gs.VectorTileFeature.types,vs=Math.pow(2,13);function ys(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*vs)+o,i*vs*2,a*vs*2,Math.round(s))}var xs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Si,this.indexArray=new Fi,this.programConfigurations=new Ia(os,t.layers,t.zoom),this.segments=new ia,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function bs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}xs.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ts(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Da(o):[]};if(this.layers[0]._featureFilter.filter(new ii(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Da(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(es(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},xs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},xs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},xs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},xs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},xs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,os),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},xs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},xs.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=Qo(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!((P=d).every((function(t){return t.x<0}))||P.every((function(t){return t.x>8192}))||P.every((function(t){return t.y<0}))||P.every((function(t){return t.y>8192}))))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!bs(v,y)){f.vertexLength+4>ia.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g+=b),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>ia.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===ms[t.type]){for(var w=[],T=[],k=f.vertexLength,M=0,A=s;M<A.length;M+=1){var S=A[M];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var C=S[E];ys(this.layoutVertexArray,C.x,C.y,0,0,1,1,0),w.push(C.x),w.push(C.y)}}}for(var 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a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Ts(s,s),f=Ts(s,l),h=Ts(l,l),p=Ts(c,s),d=Ts(c,l),g=u*h-f*f,m=(h*p-f*d)/g,v=(u*d-f*p)/g,y=i.z*(1-m-v)+r.z*m+a.z*v;if(isFinite(y))return y}return 1/0}for(var x=1/0,b=0,_=e;b<_.length;b+=1)x=Math.min(x,_[b].z);return x}var Ms=Ti([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,As=gs.VectorTileFeature.types,Ss=Math.cos(Math.PI/180*37.5),Es=Math.pow(2,14)/.5,Cs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Ei,this.indexArray=new Fi,this.programConfigurations=new Ia(Ms,t.layers,t.zoom),this.segments=new ia,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return 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a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\"),u=0,f=e;u<f.length;u+=1)this.addLine(f[u],t,o,s,l,c);this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Cs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===As[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 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o=e.y*n-e.x,s=-e.y-e.x*n;this.addHalfVertex(t,e.x+e.y*r,e.y-e.x*r,a,!1,r,i),this.addHalfVertex(t,o,s,a,!0,-n,i),this.distance>Es/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},Cs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((t.x<<1)+(n?1:0),(t.y<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&s)<<2,s>>6);var l=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,l),o.primitiveLength++),i?this.e2=l:this.e1=l},Cs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Es-1):this.distance},Cs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Dn(\"LineBucket\",Cs,{omit:[\"layers\",\"patternFeatures\"]});var Ls=new yi({\"line-cap\":new 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n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Zs(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Zs(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,Gs.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,Js,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ks,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,tl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Qs,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,$s,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,el,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,rl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,nl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,il,e)},writeBytesField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var hl=function(t,e){var r=e.pixelRatio,n=e.version,i=e.stretchX,a=e.stretchY,o=e.content;this.paddedRect=t,this.pixelRatio=r,this.stretchX=i,this.stretchY=a,this.content=o,this.version=n},pl={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};pl.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},pl.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},pl.tlbr.get=function(){return this.tl.concat(this.br)},pl.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(hl.prototype,pl);var dl=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var i=[];this.addImages(t,r,i),this.addImages(e,n,i);var a=fl(i),o=new po({width:a.w||1,height:a.h||1});for(var s in t){var l=t[s],c=r[s].paddedRect;po.copy(l.data,o,{x:0,y:0},{x:c.x+1,y:c.y+1},l.data)}for(var u in e){var f=e[u],h=n[u].paddedRect,p=h.x+1,d=h.y+1,g=f.data.width,m=f.data.height;po.copy(f.data,o,{x:0,y:0},{x:p,y:d},f.data),po.copy(f.data,o,{x:0,y:m-1},{x:p,y:d-1},{width:g,height:1}),po.copy(f.data,o,{x:0,y:0},{x:p,y:d+m},{width:g,height:1}),po.copy(f.data,o,{x:g-1,y:0},{x:p-1,y:d},{width:1,height:m}),po.copy(f.data,o,{x:0,y:0},{x:p+g,y:d},{width:1,height:m})}this.image=o,this.iconPositions=r,this.patternPositions=n};dl.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new hl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},dl.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},dl.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl;r.update(e.data,void 0,{x:n[0],y:n[1]})}},Dn(\"ImagePosition\",hl),Dn(\"ImageAtlas\",dl);var gl={horizontal:1,vertical:2,horizontalOnly:3},ml=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};ml.forText=function(t,e){var r=new ml;return r.scale=t||1,r.fontStack=e,r},ml.forImage=function(t){var e=new ml;return e.imageName=t,e};var vl=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function yl(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=vl.fromFeature(t,i);f===gl.vertical&&v.verticalizePunctuation();var y=ni.processBidirectionalText,x=ni.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),Ml(v,c,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new vl;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var M=0,A=x(v.text,v.sectionIndex,Ml(v,c,a,e,n,p,d));M<A.length;M+=1){var S=A[M],E=new vl;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(v,Ml(v,c,a,e,n,p,d));var C=[],L={positionedLines:C,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=i;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,M=0;if(b.length()){for(var A=0;A<b.length();A++){var S=b.getSection(A),E=b.getSectionIndex(A),C=b.getCharCode(A),L=0,I=null,P=null,z=null,O=24,D=!(l===gl.horizontal||!u&&!Hn(C)||u&&(xl[C]||(H=C,Vn.Arabic(H)||Vn[\"Arabic Supplement\"](H)||Vn[\"Arabic Extended-A\"](H)||Vn[\"Arabic Presentation Forms-A\"](H)||Vn[\"Arabic Presentation Forms-B\"](H))));if(S.imageName){var R=n[S.imageName];if(!R)continue;z=S.imageName,t.iconsInText=t.iconsInText||!0,P=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/f,L=w+(24-F[1]*S.scale),O=(I={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]}).advance;var B=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;B>0&&B>M&&(M=B)}else{var N=r[S.fontStack],j=N&&N[C];if(j&&j.rect)P=j.rect,I=j.metrics;else{var U=e[S.fontStack],V=U&&U[C];if(!V)continue;I=V.metrics}L=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:C,imageName:z,x:h,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:I,rect:P}),h+=O*S.scale+c):(k.push({glyph:C,imageName:z,x:h,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:I,rect:P}),h+=I.advance*S.scale+c)}0!==k.length&&(d=Math.max(h-c,d),Sl(k,0,k.length-1,m,M)),h=0;var q=a*_+M;T.lineOffset=Math.max(M,w),p+=q,g=Math.max(q,g),++v}else p+=a,++v}var H,G=p- -17,Y=Al(o),W=Y.horizontalAlign,X=Y.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var c,u=(e-r)*i;c=a!==o?-s*n- -17:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=0,d=h[f].positionedGlyphs;p<d.length;p+=1){var g=d[p];g.x+=u,g.y+=c}})(t.positionedLines,m,W,X,d,g,a,G,i.length),t.top+=-X*G,t.bottom=t.top+G,t.left+=-W*d,t.right=t.left+d}(L,e,r,n,m,o,s,l,f,c,h,g),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(C)&&L}vl.fromFeature=function(t,e){for(var r=new vl,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},vl.prototype.length=function(){return this.text.length},vl.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},vl.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},vl.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},vl.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;e+=n&&Gn(n)&&!Us[t[r+1]]||i&&Gn(i)&&!Us[t[r-1]]||!Us[t[r]]?t[r]:Us[t[r]]}return e}(this.text)},vl.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&xl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&xl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},vl.prototype.substring=function(t,e){var r=new vl;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},vl.prototype.toString=function(){return this.text},vl.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},vl.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(ml.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},vl.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(ml.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_(\"Reached maximum number of images 6401\")}else _(\"Can't add FormattedSection with an empty image.\")},vl.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var xl={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},bl={};function _l(t,e,r,n,i,a){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*24/a+i:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+i:0}function wl(t,e,r,n){var i=Math.pow(t-e,2);return n?t<e?i/2:2*i:i+Math.abs(r)*r}function Tl(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function kl(t,e,r,n,i,a){for(var o=null,s=wl(e,r,i,a),l=0,c=n;l<c.length;l+=1){var u=c[l],f=wl(e-u.x,r,i,a)+u.badness;f<=s&&(o=u,s=f)}return{index:t,x:e,priorBreak:o,badness:s}}function Ml(t,e,r,n,i,a,o){if(\"point\"!==a)return[];if(!t)return[];for(var s,l=[],c=function(t,e,r,n,i,a){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=_l(t.getCharCode(s),l,n,i,e,a)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,i,o),u=t.text.indexOf(\"\\u200b\")>=0,f=0,h=0;h<t.length();h++){var p=t.getSection(h),d=t.getCharCode(h);if(xl[d]||(f+=_l(d,p,n,i,e,o)),h<t.length()-1){var g=!((s=d)<11904||!(Vn[\"Bopomofo Extended\"](s)||Vn.Bopomofo(s)||Vn[\"CJK Compatibility Forms\"](s)||Vn[\"CJK Compatibility Ideographs\"](s)||Vn[\"CJK Compatibility\"](s)||Vn[\"CJK Radicals Supplement\"](s)||Vn[\"CJK Strokes\"](s)||Vn[\"CJK Symbols and Punctuation\"](s)||Vn[\"CJK Unified Ideographs Extension A\"](s)||Vn[\"CJK Unified 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o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,f,h,p,d=e.left*a,g=e.right*a;\"width\"===r||\"both\"===r?(p=i[0]+d-n[3],f=i[0]+g+n[1]):f=(p=i[0]+(d+g-s.displaySize[0])/2)+s.displaySize[0];var m=e.top*a,v=e.bottom*a;return\"height\"===r||\"both\"===r?(u=i[1]+m-n[0],h=i[1]+v+n[2]):h=(u=i[1]+(m+v-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:u,right:f,bottom:h,left:p,collisionPadding:o}}bl[10]=!0,bl[32]=!0,bl[38]=!0,bl[40]=!0,bl[41]=!0,bl[43]=!0,bl[45]=!0,bl[47]=!0,bl[173]=!0,bl[183]=!0,bl[8203]=!0,bl[8208]=!0,bl[8211]=!0,bl[8231]=!0;var Cl=function(t){function e(e,r,n,i){t.call(this,e,r),this.angle=n,void 0!==i&&(this.segment=i)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.clone=function(){return new e(this.x,this.y,this.angle,this.segment)},e}(i);function Ll(t,e){var r=e.expression;if(\"constant\"===r.kind)return{kind:\"constant\",layoutSize:r.evaluate(new ii(t+1))};if(\"source\"===r.kind)return{kind:\"source\"};for(var n=r.zoomStops,i=r.interpolationType,a=0;a<n.length&&n[a]<=t;)a++;for(var o=a=Math.max(0,a-1);o<n.length&&n[o]<t+1;)o++;o=Math.min(n.length-1,o);var s=n[a],l=n[o];return\"composite\"===r.kind?{kind:\"composite\",minZoom:s,maxZoom:l,interpolationType:i}:{kind:\"camera\",minZoom:s,maxZoom:l,minSize:r.evaluate(new ii(s)),maxSize:r.evaluate(new ii(l)),interpolationType:i}}function Il(t,e,r){var n=e.uSize,i=r.lowerSize;return\"source\"===t.kind?i/128:\"composite\"===t.kind?Ue(i/128,r.upperSize/128,e.uSizeT):n}function Pl(t,e){var r=0,n=0;if(\"constant\"===t.kind)n=t.layoutSize;else if(\"source\"!==t.kind){var i=t.interpolationType,a=i?l(rr.interpolationFactor(i,e,t.minZoom,t.maxZoom),0,1):0;\"camera\"===t.kind?n=Ue(t.minSize,t.maxSize,a):r=a}return{uSizeT:r,uSize:n}}Dn(\"Anchor\",Cl);var 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h=Hl(n.stretch-x,b,u,t.left),p=Gl(n.fixed-T,k,n.stretch,g),d=Hl(a.stretch-_,w,f,t.top),v=Gl(a.fixed-M,A,a.stretch,m),y=Hl(l.stretch-x,b,u,t.left),S=Gl(l.fixed-T,k,l.stretch,g),E=Hl(c.stretch-_,w,f,t.top),C=Gl(c.fixed-M,A,c.stretch,m),L=new i(h,d),I=new i(y,d),P=new i(y,E),z=new i(h,E),O=new i(p/s,v/s),D=new i(S/s,C/s),R=e*Math.PI/180;if(R){var F=Math.sin(R),B=Math.cos(R),N=[B,-F,F,B];L._matMult(N),I._matMult(N),z._matMult(N),P._matMult(N)}var j=n.stretch+n.fixed,U=a.stretch+a.fixed;return{tl:L,tr:I,bl:z,br:P,tex:{x:o.paddedRect.x+1+j,y:o.paddedRect.y+1+U,w:l.stretch+l.fixed-j,h:c.stretch+c.fixed-U},writingMode:void 0,glyphOffset:[0,0],sectionIndex:0,pixelOffsetTL:O,pixelOffsetBR:D,minFontScaleX:k/s/u,minFontScaleY:A/s/f,isSDF:r}};if(n&&(o.stretchX||o.stretchY))for(var C=ql(h,v,g),L=ql(p,y,m),I=0;I<C.length-1;I++)for(var P=C[I],z=C[I+1],O=0;O<L.length-1;O++)a.push(E(P,L[O],z,L[O+1]));else 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k=s[m.imageName];x=k.sdf,y=1/(b=k.pixelRatio)}var M=a?[m.x+T,m.y]:[0,0],A=a?[0,0]:[m.x+T+r[0],m.y+r[1]-_],S=[0,0];w&&(S=A,A=[0,0]);var E=(m.metrics.left-y)*m.scale-T+A[0],C=(-m.metrics.top-y)*m.scale+A[1],L=E+v.w*m.scale/b,I=C+v.h*m.scale/b,P=new i(E,C),z=new i(L,C),O=new i(E,I),D=new i(L,I);if(w){var R=new i(-T,T- -17),F=-Math.PI/2,B=12-T,N=new i(22-B,-(m.imageName?B:0)),j=new(Function.prototype.bind.apply(i,[null].concat(S)));P._rotateAround(F,R)._add(N)._add(j),z._rotateAround(F,R)._add(N)._add(j),O._rotateAround(F,R)._add(N)._add(j),D._rotateAround(F,R)._add(N)._add(j)}if(c){var U=Math.sin(c),V=Math.cos(c),q=[V,-U,U,V];P._matMult(q),z._matMult(q),O._matMult(q),D._matMult(q)}var H=new i(0,0),G=new i(0,0);u.push({tl:P,tr:z,bl:O,br:D,tex:v,writingMode:e.writingMode,glyphOffset:M,sectionIndex:m.sectionIndex,isSDF:x,pixelOffsetTL:H,pixelOffsetBR:G,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*a.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. 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Fi,this.programConfigurations=t,this.segments=new ia,this.dynamicLayoutVertexArray=new Ii,this.opacityVertexArray=new Pi,this.placedSymbolArray=new Ji};cc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},cc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ds.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Rs.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,ac,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},cc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Dn(\"SymbolBuffers\",cc);var uc=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new ia,this.collisionVertexArray=new Ri};uc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Fs.members,!0)},uc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Dn(\"CollisionBuffers\",uc);var fc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=eo([]),this.placementViewportMatrix=eo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Ll(this.zoom,e[\"text-size\"]),this.iconSizeData=Ll(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1),this.sortFeaturesByY=(\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey)&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return gl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};fc.prototype.createArrays=function(){this.text=new cc(new Ia(Ds.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new cc(new Ia(Ds.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new $i,this.lineVertexArray=new ta,this.symbolInstances=new Qi},fc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=Us[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},fc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof te&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new ii(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Da(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Da(y));var k=void 0;if(l){var M=n.getValueAndResolveTokens(\"text-field\",T,r,p),A=te.factory(M);lc(A)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ei()||this.hasRTLText&&ni.isParsed())&&(k=js(A,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ee?E:ee.fromString(E)}if(k||S){var C=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,L={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Da(y),properties:y.properties,type:ic[y.type],sortKey:C};if(this.features.push(L),S&&(f[S.name]=!0),k){var I=a.evaluate(T,{},r).join(\",\"),P=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(gl.vertical)>=0;for(var z=0,O=k.sections;z<O.length;z+=1){var D=O[z];if(D.image)f[D.image.name]=!0;else{var R=qn(k.toString()),F=D.fontStack||I,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,P,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,f),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(h,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},fc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},fc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},fc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},fc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},fc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},fc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},fc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},fc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===gl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,M=b.tex,A=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,C=b.minFontScaleY,L=b.glyphOffset,I=b.isSDF,P=b.sectionIndex,z=d.vertexLength,O=L[1];oc(p,s.x,s.y,_.x,O+_.y,M.x,M.y,r,I,A.x,A.y,E,C),oc(p,s.x,s.y,w.x,O+w.y,M.x+M.w,M.y,r,I,S.x,A.y,E,C),oc(p,s.x,s.y,T.x,O+T.y,M.x,M.y+M.h,r,I,A.x,S.y,E,C),oc(p,s.x,s.y,k.x,O+k.y,M.x+M.w,M.y+M.h,r,I,S.x,S.y,E,C),sc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(z,z+1,z+2),h.emplaceBack(z+1,z+2,z+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(L[0]),x!==e.length-1&&P===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[P])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},fc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},fc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},fc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i);this.addCollisionDebugVertices(a.x1,a.y1,a.x2,a.y2,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},fc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new uc(Oi,Bs.members,qi),this.iconCollisionBox=new uc(Oi,Bs.members,qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},fc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},fc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},fc.prototype.hasTextData=function(){return this.text.segments.get().length>0},fc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},fc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},fc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},fc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},fc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},fc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},fc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},fc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=this.symbolInstances.get(n[r]);this.featureSortOrder.push(i.featureIndex),[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),i.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,i.verticalPlacedTextSymbolIndex),i.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,i.placedIconSymbolIndex),i.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,i.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Dn(\"SymbolBucket\",fc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),fc.MAX_GLYPHS=65535,fc.addDynamicAttributes=sc;var hc=new yi({\"symbol-placement\":new pi(At.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new pi(At.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new pi(At.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new di(At.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new pi(At.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new pi(At.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new pi(At.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new pi(At.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new pi(At.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new di(At.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new pi(At.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new pi(At.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new di(At.layout_symbol[\"icon-image\"]),\"icon-rotate\":new di(At.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new pi(At.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new pi(At.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new di(At.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new di(At.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new pi(At.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new pi(At.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new pi(At.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new di(At.layout_symbol[\"text-field\"]),\"text-font\":new di(At.layout_symbol[\"text-font\"]),\"text-size\":new di(At.layout_symbol[\"text-size\"]),\"text-max-width\":new di(At.layout_symbol[\"text-max-width\"]),\"text-line-height\":new pi(At.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new di(At.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new di(At.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new di(At.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new pi(At.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new di(At.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new pi(At.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new pi(At.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new di(At.layout_symbol[\"text-rotate\"]),\"text-padding\":new pi(At.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new pi(At.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new di(At.layout_symbol[\"text-transform\"]),\"text-offset\":new di(At.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new pi(At.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new pi(At.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new pi(At.layout_symbol[\"text-optional\"])}),pc={paint:new yi({\"icon-opacity\":new di(At.paint_symbol[\"icon-opacity\"]),\"icon-color\":new di(At.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new di(At.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new di(At.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new di(At.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new pi(At.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new pi(At.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new di(At.paint_symbol[\"text-opacity\"]),\"text-color\":new di(At.paint_symbol[\"text-color\"],{runtimeType:Bt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new di(At.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new di(At.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new di(At.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new pi(At.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new pi(At.paint_symbol[\"text-translate-anchor\"])}),layout:hc},dc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ot,this.defaultValue=t};dc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},dc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},dc.prototype.outputDefined=function(){return!1},dc.prototype.serialize=function(){return null},Dn(\"FormatSectionOverride\",dc,{omit:[\"defaultValue\"]});var gc=function(t){function e(e){t.call(this,e,pc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(this.layout._values[\"icon-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(this.layout._values[\"text-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Vr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new fc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=pc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i,a=this.paint.get(n),o=new dc(a),s=new Ur(o,a.property.specification);i=\"constant\"===a.value.kind||\"source\"===a.value.kind?new Hr(\"source\",s):new Gr(\"composite\",s,a.value.zoomStops,a.value._interpolationType),this.paint._values[n]=new fi(a.property,i,a.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=pc.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1)if(n.overrides&&n.overrides.hasOverride(r[e]))return void(i=!0)};if(\"constant\"===r.value.kind&&r.value.value instanceof te)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){i||(t instanceof oe&&ie(t.value)===Vt?a(t.value.sections):t instanceof ue?a(t.sections):t.eachChild(o))},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(xi),mc={paint:new yi({\"background-color\":new pi(At.paint_background[\"background-color\"]),\"background-pattern\":new mi(At.paint_background[\"background-pattern\"]),\"background-opacity\":new pi(At.paint_background[\"background-opacity\"])})},vc=function(t){function e(e){t.call(this,e,mc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xi),yc={paint:new yi({\"raster-opacity\":new pi(At.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new pi(At.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new pi(At.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new pi(At.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new pi(At.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new pi(At.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new pi(At.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new pi(At.paint_raster[\"raster-fade-duration\"])})},xc=function(t){function e(e){t.call(this,e,yc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xi),bc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(xi),_c={circle:oo,heatmap:vo,hillshade:xo,fill:as,\"fill-extrusion\":ws,line:zs,symbol:gc,background:vc,raster:xc},wc=self.HTMLImageElement,Tc=self.HTMLCanvasElement,kc=self.HTMLVideoElement,Mc=self.ImageData,Ac=self.ImageBitmap,Sc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Sc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Sc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Sc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Sc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ec=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Ec.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Ec.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Cc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new Ec(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Lc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Cc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:Nn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},Cc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Cc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Cc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(jn(e.error)):n(null,jn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Nn(e):null,data:Nn(n,a)},a)}:function(t){i=!0},s=null,l=jn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Cc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Ic=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Ic.prototype.setNorthEast=function(t){return this._ne=t instanceof Pc?new Pc(t.lng,t.lat):Pc.convert(t),this},Ic.prototype.setSouthWest=function(t){return this._sw=t instanceof Pc?new Pc(t.lng,t.lat):Pc.convert(t),this},Ic.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Pc)e=t,r=t;else{if(!(t instanceof Ic))return Array.isArray(t)?4===t.length||t.every(Array.isArray)?this.extend(Ic.convert(t)):this.extend(Pc.convert(t)):this;if(r=t._ne,!(e=t._sw)||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Pc(e.lng,e.lat),this._ne=new Pc(r.lng,r.lat)),this},Ic.prototype.getCenter=function(){return new Pc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Ic.prototype.getSouthWest=function(){return this._sw},Ic.prototype.getNorthEast=function(){return this._ne},Ic.prototype.getNorthWest=function(){return new Pc(this.getWest(),this.getNorth())},Ic.prototype.getSouthEast=function(){return new Pc(this.getEast(),this.getSouth())},Ic.prototype.getWest=function(){return this._sw.lng},Ic.prototype.getSouth=function(){return this._sw.lat},Ic.prototype.getEast=function(){return this._ne.lng},Ic.prototype.getNorth=function(){return this._ne.lat},Ic.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Ic.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Ic.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Ic.prototype.contains=function(t){var e=Pc.convert(t),r=e.lng,n=e.lat,i=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(i=this._sw.lng>=r&&r>=this._ne.lng),this._sw.lat<=n&&n<=this._ne.lat&&i},Ic.convert=function(t){return!t||t instanceof Ic?t:new Ic(t)};var Pc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Pc.prototype.wrap=function(){return new Pc(c(this.lng,-180,180),this.lat)},Pc.prototype.toArray=function(){return[this.lng,this.lat]},Pc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Pc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Pc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Ic(new Pc(this.lng-r,this.lat-e),new Pc(this.lng+r,this.lat+e))},Pc.convert=function(t){if(t instanceof Pc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Pc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Pc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var zc=2*Math.PI*6371008.8;function Oc(t){return zc*Math.cos(t*Math.PI/180)}function Dc(t){return(180+t)/360}function Rc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Fc(t,e){return t/Oc(e)}function Bc(t){return 360/Math.PI*Math.atan(Math.exp((180-360*t)*Math.PI/180))-90}var Nc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Nc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Pc.convert(t);return new Nc(Dc(r.lng),Rc(r.lat),Fc(e,r.lat))},Nc.prototype.toLngLat=function(){return new Pc(360*this.x-180,Bc(this.y))},Nc.prototype.toAltitude=function(){return this.z*Oc(Bc(this.y))},Nc.prototype.meterInMercatorCoordinateUnits=function(){return 1/zc*(t=Bc(this.y),1/Math.cos(t*Math.PI/180));var t};var jc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=qc(0,t,t,e,r)};jc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},jc.prototype.url=function(t,e){var r,n,i,a,o,s=(n=this.y,i=this.z,a=Lc(256*(r=this.x),256*(n=Math.pow(2,i)-n-1),i),o=Lc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},jc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},jc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Uc=function(t,e){this.wrap=t,this.canonical=e,this.key=qc(t,e.z,e.z,e.x,e.y)},Vc=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new jc(r,+n,+i),this.key=qc(e,t,r,n,i)};function qc(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}Vc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Vc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Vc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Vc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Vc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?qc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):qc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Vc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Vc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Vc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Vc(e,this.wrap,e,r,n),new Vc(e,this.wrap,e,r+1,n),new Vc(e,this.wrap,e,r,n+1),new Vc(e,this.wrap,e,r+1,n+1)]},Vc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Vc.prototype.wrapped=function(){return new Vc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.unwrapTo=function(t){return new Vc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Vc.prototype.toUnwrapped=function(){return new Uc(this.wrap,this.canonical)},Vc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Vc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Nc(t.x-this.wrap,t.y))},Dn(\"CanonicalTileID\",jc),Dn(\"OverscaledTileID\",Vc,{omit:[\"posMatrix\"]});var Hc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Hc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Hc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Hc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Hc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Hc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Hc.prototype.getPixels=function(){return new po({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Hc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Dn(\"DEMData\",Hc);var Gc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Gc.prototype.encode=function(t){return this._stringToNumber[t]},Gc.prototype.decode=function(t){return this._numberToString[t]};var Yc=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},Wc={geometry:{configurable:!0}};Wc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Wc.geometry.set=function(t){this._geometry=t},Yc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Yc.prototype,Wc);var Xc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Xc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Xc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Xc.prototype.getState=function(t,e){var r=String(e),n=u({},(this.state[t]||{})[r],(this.stateChanges[t]||{})[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var i=this.deletedStates[t][e];if(null===i)return{};for(var a in i)delete n[a]}return n},Xc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Xc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1)delete this.state[o][c][h[f]];s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var p in t)t[p].setFeatureState(r,e)};var Zc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Ln(8192,16,0),this.grid3D=new Ln(8192,16,0),this.featureIndexArray=new ra,this.promoteId=e};function Jc(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof hi?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function Kc(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function Qc(t,e){return e-t}Zc.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},Zc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new gs.VectorTile(new Hs(this.rawTileData)).layers,this.sourceLayerCoder=new Gc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Zc.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=rn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=Kc(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=Kc(t.cameraQueryGeometry),d=0,g=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1)if(Wa(t,f[u]))return!0;for(var h=0;h<t.length-1;h++)if(Xa(t[h],t[h+1],c))return!0;return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)}));d<g.length;d+=1)h.push(g[d]);h.sort(Qc);for(var m,v={},y=function(i){var u=h[i];if(u!==m){m=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(v,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Da(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},x=0;x<h.length;x++)y(x);return v},Zc.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new ii(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),g=0;g<f.length;g++){var m=f[g];if(!(a&&a.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=Jc(x.paint,v.paint,p,y,o),x.layout=Jc(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new Yc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Zc.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=rn(i),u=0,f=t;u<f.length;u+=1)this.loadMatchingFeature(l,r,n,f[u],c,a,o,s,e);return l},Zc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1)if(t===i[n])return!0;return!1},Zc.prototype.getId=function(t,e){var r=t.id;return this.promoteId&&\"boolean\"==typeof(r=t.properties[\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e]])&&(r=Number(r)),r},Dn(\"FeatureIndex\",Zc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var $c=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};$c.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},$c.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},$c.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1)r[s[o].id]=t}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof fc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof fc&&o.hasRTLText){this.hasRTLText=!0,ni.isLoading()||ni.isLoaded()||\"deferred\"!==ei()||ri();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Xi},$c.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},$c.prototype.getBucket=function(t){return this.buckets[t.id]},$c.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Sc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Sc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},$c.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},$c.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},$c.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=rn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new ii(this.tileID.overscaledZ),p)){var d=r.getId(p,i),g=new Yc(p,l,c,u,d);g.tile=f,t.push(g)}}}},$c.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},$c.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},$c.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},$c.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},$c.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},$c.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},$c.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},$c.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},$c.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},$c.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1)r[i[n]]=!0;this.dependencies[t]=r},$c.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=this.dependencies[n[r]];if(i)for(var a=0,o=e;a<o.length;a+=1)if(i[o[a]])return!0}return!1};var tu=self.performance,eu=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},tu.mark(this._marks.start)};eu.prototype.finish=function(){tu.mark(this._marks.end);var t=tu.getEntriesByName(this._marks.measure);return 0===t.length&&(tu.measure(this._marks.measure,this._marks.start,this._marks.end),t=tu.getEntriesByName(this._marks.measure),tu.clearMarks(this._marks.start),tu.clearMarks(this._marks.end),tu.clearMeasures(this._marks.measure)),t},t.Actor=Cc,t.AlphaImage=ho,t.CanonicalTileID=jc,t.CollisionBoxArray=Xi,t.Color=Kt,t.DEMData=Hc,t.DataConstantProperty=pi,t.DictionaryCoder=Gc,t.EXTENT=8192,t.ErrorEvent=kt,t.EvaluationParameters=ii,t.Event=Tt,t.Evented=Mt,t.FeatureIndex=Zc,t.FillBucket=rs,t.FillExtrusionBucket=xs,t.ImageAtlas=dl,t.ImagePosition=hl,t.LineBucket=Cs,t.LngLat=Pc,t.LngLatBounds=Ic,t.MercatorCoordinate=Nc,t.ONE_EM=24,t.OverscaledTileID=Vc,t.Point=i,t.Point$1=i,t.Properties=yi,t.Protobuf=Hs,t.RGBAImage=po,t.RequestManager=q,t.RequestPerformance=eu,t.ResourceType=ht,t.SegmentVector=ia,t.SourceFeatureState=Xc,t.StructArrayLayout1ui2=Hi,t.StructArrayLayout2f1f2i16=Di,t.StructArrayLayout2i4=Mi,t.StructArrayLayout3ui6=Fi,t.StructArrayLayout4i8=Ai,t.SymbolBucket=fc,t.Texture=Sc,t.Tile=$c,t.Transitionable=si,t.Uniform1f=va,t.Uniform1i=ma,t.Uniform2f=ya,t.Uniform3f=xa,t.Uniform4f=ba,t.UniformColor=_a,t.UniformMatrix4f=Ta,t.UnwrappedTileID=Uc,t.ValidationError=St,t.WritingMode=gl,t.ZoomHistory=Un,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=sc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,i=new Array(t.length),a=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(a=t),i[o]=e,0==--n&&r(a,i)}))}))},t.bezier=o,t.bindAll=g,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ut>ot&&(t.getActor().send(\"enforceCacheSizeLimit\",at),ut=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete(\"mapbox-tiles\");t&&e.catch(t).then((function(){return t()}))},t.clipLine=jl,t.clone=function(t){var e=new to(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new to(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ns,t.config=F,t.create=function(){var t=new to(16);return to!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t},t.create$1=function(){var t=new to(9);return to!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[5]=0,t[6]=0,t[7]=0),t[0]=1,t[4]=1,t[8]=1,t},t.create$2=function(){var t=new to(4);return to!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t},t.createCommonjsModule=e,t.createExpression=qr,t.createLayout=Ti,t.createStyleLayer=function(t){return\"custom\"===t.type?new bc(t):new _c[t.type](t)},t.cross=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=r[0],s=r[1],l=r[2];return t[0]=i*l-a*s,t[1]=a*o-n*l,t[2]=n*s-i*o,t},t.deepEqual=function t(e,r){if(Array.isArray(e)){if(!Array.isArray(r)||e.length!==r.length)return!1;for(var n=0;n<e.length;n++)if(!t(e[n],r[n]))return!1;return!0}if(\"object\"==typeof e&&null!==e&&null!==r){if(\"object\"!=typeof r)return!1;if(Object.keys(e).length!==Object.keys(r).length)return!1;for(var i in e)if(!t(e[i],r[i]))return!1;return!0}return e===r},t.dot=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]},t.dot$1=function(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]},t.ease=s,t.emitValidationErrors=Cn,t.endsWith=m,t.enforceCacheSizeLimit=function(t){st(),Q&&Q.then((function(e){e.keys().then((function(r){for(var n=0;n<r.length-t;n++)e.delete(r[n])}))}))},t.evaluateSizeForFeature=Il,t.evaluateSizeForZoom=Pl,t.evaluateVariableOffset=$l,t.evented=ti,t.extend=u,t.featureFilter=rn,t.filterObject=y,t.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},t.getAnchorAlignment=Al,t.getAnchorJustification=tc,t.getArrayBuffer=yt,t.getImage=bt,t.getJSON=function(t,e){return vt(u(t,{type:\"json\"}),e)},t.getRTLTextPluginStatus=ei,t.getReferrer=mt,t.getVideo=function(t,e){var r,n,i=self.document.createElement(\"video\");i.muted=!0,i.onloadstart=function(){e(null,i)};for(var a=0;a<t.length;a++){var o=self.document.createElement(\"source\");r=t[a],n=void 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r}function ft(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function ht(t,e){if(t.transformed)return t;var r,n,i,a=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(pt(c[n],c[n+1],e,a,o,s));else for(n=0;n<c.length;n++){var f=[];for(i=0;i<c[n].length;i+=2)f.push(pt(c[n][i],c[n][i+1],e,a,o,s));l.geometry.push(f)}}return t.transformed=!0,t}function pt(t,e,r,n,i,a){return[Math.round(r*(t*n-i)),Math.round(r*(e*n-a))]}function dt(t,e,r,n,i){for(var a=e===i.maxZoom?0:i.tolerance/((1<<e)*i.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,gt(o,t[s],a,i);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,f=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),f>o.maxY&&(o.maxY=f)}return o}function gt(t,e,r,n){var i=e.geometry,a=e.type,o=[];if(\"Point\"===a||\"MultiPoint\"===a)for(var s=0;s<i.length;s+=3)o.push(i[s]),o.push(i[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===a)mt(o,i,t,r,!1,!1);else if(\"MultiLineString\"===a||\"Polygon\"===a)for(s=0;s<i.length;s++)mt(o,i[s],t,r,\"Polygon\"===a,0===s);else if(\"MultiPolygon\"===a)for(var l=0;l<i.length;l++){var c=i[l];for(s=0;s<c.length;s++)mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===a&&n.lineMetrics){for(var f in u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function mt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function vt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)J(r,t.features[n],e,n);else J(r,\"Feature\"===t.type?t:{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=rt(t,1,-1-r,r,0,-1,2,e),a=rt(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=rt(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=ut(i,1).concat(n)),a&&(n=n.concat(ut(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function yt(t,e,r){return 32*((1<<t)*r+e)+t}function xt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=b(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}F.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(N(t[l],l));this.trees[i+1]=new D(s,G,Y,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new D(s,G,Y,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},F.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(V(r),q(a),V(i),q(n));u<f.length;u+=1){var h=l.points[f[u]];c.push(h.numPoints?j(h):this.points[h.index])}return c},F.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=i.points[c[l]];u.parentId===t&&s.push(u.numPoints?j(u):this.points[u.index])}if(0===s.length)throw new Error(n);return s},F.prototype.getLeaves=function(t,e,r){var n=[];return this._appendLeaves(n,t,e=e||10,r=r||0,0),n},F.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.radius/a.extent,s=(r-o)/i,l=(r+1+o)/i,c={features:[]};return this._addTileFeatures(n.range((e-o)/i,s,(e+1+o)/i,l),n.points,e,r,i,c),0===e&&this._addTileFeatures(n.range(1-o/i,s,1,l),n.points,i,r,i,c),e===i-1&&this._addTileFeatures(n.range(0,s,o/i,l),n.points,-1,r,i,c),c.features.length?c:null},F.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},F.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},F.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?U(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},F.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},F.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.reduce,a=n.radius/(n.extent*Math.pow(2,e)),o=0;o<t.length;o++){var s=t[o];if(!(s.zoom<=e)){s.zoom=e;for(var l=this.trees[e+1],c=l.within(s.x,s.y,a),u=s.numPoints||1,f=s.x*u,h=s.y*u,p=i&&u>1?this._map(s,!0):null,d=(o<<5)+(e+1)+this.points.length,g=0,m=c;g<m.length;g+=1){var v=l.points[m[g]];if(!(v.zoom<=e)){v.zoom=e;var y=v.numPoints||1;f+=v.x*y,h+=v.y*y,u+=y,v.parentId=d,i&&(p||(p=this._map(s,!0)),i(p,this._map(v)))}}1===u?r.push(s):(s.parentId=d,r.push(B(f/u,h/u,d,u,p)))}}return r},F.prototype._getOriginId=function(t){return t-this.points.length>>5},F.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},F.prototype._map=function(t,e){if(t.numPoints)return e?H({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?H({},n):n},vt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},vt.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=yt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time(\"creation\"),h=this.tiles[f]=dt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=rt(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=rt(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(g=rt(x,u,n-_,n+T,1,h.minY,h.maxY,l),m=rt(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=rt(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=rt(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},vt.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=yt(t,e=(e%o+o)%o,r);if(this.tiles[s])return ht(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[yt(c,u,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?ht(this.tiles[s],i):null):null};var bt=function(e){function r(t,r,n,i){e.call(this,t,r,n,xt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){var n,i=e&&e.type;if(\"FeatureCollection\"===i)for(n=0;n<e.features.length;n++)t(e.features[n],r);else if(\"GeometryCollection\"===i)for(n=0;n<e.geometries.length;n++)t(e.geometries[n],r);else if(\"Feature\"===i)t(e.geometry,r);else if(\"Polygon\"===i)f(e.coordinates,r);else if(\"MultiPolygon\"===i)for(n=0;n<e.coordinates.length;n++)f(e.coordinates[n],r);return e}(o,!0);try{e._geoJSONIndex=n.cluster?new F(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=t.createExpression(h[1]),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=d.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new vt(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded;return n&&n[t.uid]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l),_t=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:bt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return _t.prototype.setReferrer=function(t,e){this.referrer=e},_t.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var i=this.workerSources[t][n];for(var a in i)i[a].availableImages=e}r()},_t.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},_t.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},_t.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},_t.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},_t.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},_t.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},_t.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},_t.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},_t.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},_t.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},_t.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var i=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=i){this.self.importScripts(i);var a=t.plugin.isParsed();n(a?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+i),a)}}catch(t){n(t.toString())}},_t.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},_t.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},_t.prototype.getWorkerSource=function(t,e,r){var n=this;return this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),this.workerSources[t][e][r]||(this.workerSources[t][e][r]=new this.workerSourceTypes[e]({send:function(e,r,i){n.actor.send(e,r,i,t)}},this.getLayerIndex(t),this.getAvailableImages(t))),this.workerSources[t][e][r]},_t.prototype.getDEMWorkerSource=function(t,e){return this.demWorkerSources[t]||(this.demWorkerSources[t]={}),this.demWorkerSources[t][e]||(this.demWorkerSources[t][e]=new u),this.demWorkerSources[t][e]},_t.prototype.enforceCacheSizeLimit=function(e,r){t.enforceCacheSizeLimit(r)},\"undefined\"!=typeof WorkerGlobalScope&&void 0!==t.window&&t.window instanceof WorkerGlobalScope&&(t.window.worker=new _t(t.window)),_t})),n(0,(function(t){var e=t.createCommonjsModule((function(t){function e(t){return!r(t)}function r(t){return\"undefined\"==typeof window||\"undefined\"==typeof document?\"not a browser\":Array.prototype&&Array.prototype.every&&Array.prototype.filter&&Array.prototype.forEach&&Array.prototype.indexOf&&Array.prototype.lastIndexOf&&Array.prototype.map&&Array.prototype.some&&Array.prototype.reduce&&Array.prototype.reduceRight&&Array.isArray?Function.prototype&&Function.prototype.bind?Object.keys&&Object.create&&Object.getPrototypeOf&&Object.getOwnPropertyNames&&Object.isSealed&&Object.isFrozen&&Object.isExtensible&&Object.getOwnPropertyDescriptor&&Object.defineProperty&&Object.defineProperties&&Object.seal&&Object.freeze&&Object.preventExtensions?\"JSON\"in window&&\"parse\"in JSON&&\"stringify\"in JSON?function(){if(!(\"Worker\"in window&&\"Blob\"in window&&\"URL\"in window))return!1;var t,e,r=new Blob([\"\"],{type:\"text/javascript\"}),n=URL.createObjectURL(r);try{e=new Worker(n),t=!0}catch(e){t=!1}return e&&e.terminate(),URL.revokeObjectURL(n),t}()?\"Uint8ClampedArray\"in window?ArrayBuffer.isView?function(){var t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(void 0===n[r=t&&t.failIfMajorPerformanceCaveat]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient Uint8ClampedArray support\":\"insufficient worker support\":\"insufficient JSON support\":\"insufficient Object support\":\"insufficient Function support\":\"insufficent Array support\";var r}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var i=t.window.document.createElement(e);return void 0!==r&&(i.className=r),n&&n.appendChild(i),i},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function i(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var a,o=i([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(a=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=a)};var s=i([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),t.addEventListener(e,r,\"passive\"in n&&l?n:n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),t.removeEventListener(e,r,\"passive\"in n&&l?n:n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function f(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var h=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e];this._notify(n.ids,n.callback)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){e.version=this.images[t].version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1)this.images[i[n]]||(r=!1);this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. 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o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented),p=m,d=m,g=1e20;function m(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-g,n[1]=+g;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+g}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?g:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?g:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++)r[n]=Math.max(0,Math.min(255,Math.round(255-255*((this.gridOuter[n]-this.gridInner[n])/this.radius+this.cutoff))));return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1)i.push({stack:a,id:s[o]});t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1)(0,o[i])(t,e);delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){var c=t[l];n.push({left:i=s*r,right:a=(s+=c)*r,isDash:o=!o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.width*(this.nextRow+r+i),o=0,s=t[o],l=0;l<this.width;l++){l/s.right>1&&(s=t[++o]);var c=Math.abs(l-s.left),u=Math.abs(l-s.right),f=Math.min(c,u),h=void 0,p=i/r*(n+1);if(s.isDash){var d=n-Math.abs(p);h=Math.sqrt(f*f+d*d)}else h=n-Math.sqrt(f*f+p*p);this.data[a+l]=Math.max(0,Math.min(255,h+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f);this.data[o+c]=Math.max(0,Math.min(255,(l.isDash?h:-h)+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=new e.Actor(i[a],n,this.id);o.name=\"Worker \"+a,this.actors.push(o)}};function M(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n=n||function(){})},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),L=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor,e.request=this.actor.send(i,{type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId},(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),I=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),P=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=Math.max(i-r,a-n),u=Math.max(0,Math.floor(-Math.log(c)/Math.LN2)),f=Math.pow(2,u);return new t.CanonicalTileID(u,Math.floor((r+i)/2*f),Math.floor((n+a)/2*f))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,I.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),z=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1)this.urls.push(this.map._requestManager.transformRequest(i[n],t.ResourceType.Source).url);t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,I.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(P),O=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,I.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(P),D={vector:S,raster:E,\"raster-dem\":C,geojson:L,video:z,image:P,canvas:O};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,i,a){var o=function(t,e,r){if(t)for(var n=0,i=t;n<i.length;n+=1){var a=e[i[n]];if(a&&a.source===r&&\"fill-extrusion\"===a.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(i&&i.layers,e,t.id),s=a.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,f=l;u<f.length;u+=1){var h=f[u];c.push({wrappedTileID:h.tileID.wrapped().key,queryResults:h.tile.queryRenderedFeatures(e,r,t._state,h.queryGeometry,h.cameraQueryGeometry,h.scale,i,a,s,R(t.transform,h.tileID))})}var p=function(t){for(var e={},r={},n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.queryResults,s=a.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],f=l[c]=l[c]||{},h=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var g=d[p];f[g.featureIndex]||(f[g.featureIndex]=!0,h.push(g))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,i=t.wrapped().key;void 0===this.data[i]&&(this.data[i]=[]);var a={value:e,timeout:void 0};if(void 0!==r&&(a.timeout=setTimeout((function(){n.remove(t,a)}),r)),this.data[i].push(a),this.order.push(i),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),i=this.data[r][n];return this.data[r].splice(n,1),i.timeout&&clearTimeout(i.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(i.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,i=this.data[r];n<i.length;n+=1){var a=i[n];t(a.value)||e.push(a)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var i=t.gl;this.buffer=i.createBuffer(),t.bindVertexBuffer.set(this.buffer),i.bufferData(i.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?i.DYNAMIC_DRAW:i.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=e.attributes[this.attributes[r].name];void 0!==n&&t.enableVertexAttribArray(n)}},V.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var i=this.attributes[n],a=e.attributes[i.name];void 0!==a&&t.vertexAttribPointer(a,i.components,t[U[i.type]],!1,this.itemSize,i.offset+this.itemSize*(r||0))}},V.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var H=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var 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e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindTexture(e.TEXTURE_2D,t),this.current=t,this.dirty=!1}},e}(q),gt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var 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e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function 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t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Ct=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Ct.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Ct.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Ct.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Ct.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Ct.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Ct.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Ct.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Ct.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Ct.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Ct.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Ct.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Ct.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Lt=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(It).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=Math.ceil(t.width/this._source.tileSize)+1,r=Math.ceil(t.height/this._source.tileSize)+1,n=Math.floor(e*r*5),i=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,n):n;this._cache.setMaxSize(i)},r.prototype.handleWrapJump=function(t){var e=Math.round((t-(void 0===this._prevLng?t:this._prevLng))/360);if(this._prevLng=t,e){var r={};for(var n in this._tiles){var i=this._tiles[n];i.tileID=i.tileID.unwrapTo(i.tileID.wrap+e),r[i.tileID.key]=i}for(var a in this._tiles=r,this._timers)clearTimeout(this._timers[a]),delete this._timers[a];for(var o in this._tiles)this._setTileReloadTimer(o,this._tiles[o])}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(Pt(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1)this._loadedParentTiles[o[a]]=r}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(Pt(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){this._state.updateState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.removeFeatureState=function(t,e,r){this._state.removeFeatureState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.getFeatureState=function(t,e){return this._state.getState(t=t||\"_geojsonTileLayer\",e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function It(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function Pt(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Yi.workerUrl)}Lt.maxOverzooming=10,Lt.maxUnderzooming=3;var Ot=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[Ot]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function qt(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function Ht(t,e,r,n){qt(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}var Zt=function(t,e){this.reset(t,e)};Zt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Zt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Jt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Kt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function Qt(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function $t(e,r){var n=[e.x,e.y,0,1];ue(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function te(t,e){return.5+t/e*.5}function ee(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function re(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ce(y.numGlyphs,h);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),ee(x,f)){var b=te(n.transform.cameraToCenterDistance,x[3]),_=t.evaluateSizeForFeature(c,u,y),w=s?_/b:_*b,T=new t.Point(y.anchorX,y.anchorY),k=$t(T,a).point,M={},A=ae(y,w,!1,l,r,a,o,e.glyphOffsetArray,p,h,k,T,M,g);m=A.useVertical,(A.notEnoughRoom||m||A.needsFlipping&&ae(y,w,!0,l,r,a,o,e.glyphOffsetArray,p,h,k,T,M,g).notEnoughRoom)&&ce(y.numGlyphs,h)}else ce(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ne(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(f-1),m=se(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!m)return null;var v=se(t*g,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:m,last:v}:null}function ie(e,r,n,i){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ae(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ne(m,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=$t(w.first.point,s).point,k=$t(w.last.point,s).point;if(i&&!n){var M=ie(e.writingMode,T,k,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(se(m*l.getoffsetX(A),v,y,n,f,h,e.segment,b,_,c,o,p));g.push(w.last)}else{if(i&&!n){var S=$t(h,a).point,E=e.lineStartIndex+e.segment+1,C=new t.Point(c.getx(E),c.gety(E)),L=$t(C,a),I=L.signedDistanceFromCamera>0?L.point:oe(h,C,S,1,a),P=ie(e.writingMode,S,I,d);if(P)return P}var z=se(m*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!z)return{notEnoughRoom:!0};g=[z]}for(var O=0,D=g;O<D.length;O+=1){var R=D[O];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function oe(t,e,r,n,i){var a=$t(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function se(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,g=0;i&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=h[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=$t(T,f);if(k.signedDistanceFromCamera>0)v=h[m]=k.point;else{var M=m-d;v=oe(0===x?o:new t.Point(u.getx(M),u.gety(M)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var A=(_-x)/b,S=v.sub(y),E=S.mult(A)._add(y);E._add(S._unit()._perp()._mult(n*d));var C=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:C,path:w}}Jt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Jt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Jt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Jt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Jt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Jt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}return this._forEachCell(t,e,r,n,this._queryCell,o,{hitTest:i,seenUids:{box:{},circle:{}}},a),i?o.length>0:o},Jt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[];return this._forEachCell(a,s,o,l,this._queryCellCircle,c,{hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}},i),n?c.length>0:c},Jt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Jt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Jt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Jt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[i];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Jt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[g+0],f[g+1],f[g+2],f[g+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var m=this.circleCells[i];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Jt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++)if(i.call(this,t,e,r,n,this.xCellCount*p+h,a,o,s))return},Jt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Jt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Jt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Jt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var le=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ce(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(le,3*n)}}function ue(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var fe=function(t,e,r){void 0===e&&(e=new Jt(t.width+200,t.height+200,25)),void 0===r&&(r=new Jt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function he(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}fe.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},fe.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=$t(g,o),v=te(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=$t(g,s).point,b=ne(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,M=new t.Point(-100,-100),A=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Zt,E=b.first,C=b.last,L=[],I=E.path.length-1;I>=1;I--)L.push(E.path[I]);for(var P=1;P<C.path.length;P++)L.push(C.path[P]);var z=2.5*k;if(l){var O=L.map((function(t){return $t(t,l)}));L=O.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:O.map((function(t){return t.point}))}var D=[];if(L.length>0){for(var R=L[0].clone(),F=L[0].clone(),B=1;B<L.length;B++)R.x=Math.min(R.x,L[B].x),R.y=Math.min(R.y,L[B].y),F.x=Math.max(F.x,L[B].x),F.y=Math.max(F.y,L[B].y);D=R.x>=M.x&&F.x<=A.x&&R.y>=M.y&&F.y<=A.y?[L]:F.x<M.x||R.x>A.x||F.y<M.y||R.y>A.y?[]:t.clipLine([L],M.x,M.y,A.x,A.y)}for(var N=0,j=D;N<j.length;N+=1){var U;S.reset(j[N],.25*k),U=S.length<=.5*k?1:Math.ceil(S.paddedLength/z)+1;for(var V=0;V<U;V++){var q=V/Math.max(U-1,1),H=S.lerp(q),G=H.x+100,Y=H.y+100;d.push(G,Y,k,0);var W=G-k,X=Y-k,Z=G+k,J=Y+k;if(T=T&&this.isOffscreen(W,X,Z,J),w=w||this.isInsideGrid(W,X,Z,J),!e&&this.grid.hitTestCircle(G,Y,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},fe.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]={}),!f[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(f[m.bucketInstanceId][m.featureIndex]=!0,void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]=[]),h[m.bucketInstanceId].push(m.featureIndex))}}return h},fe.prototype.insertCollisionBox=function(t,e,r,n,i){(e?this.ignoredGrid:this.grid).insert({bucketInstanceId:r,featureIndex:n,collisionGroupID:i},t[0],t[1],t[2],t[3])},fe.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},fe.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return ue(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},fe.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},fe.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},fe.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var pe=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};pe.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var de=function(t,e,r,n,i){this.text=new pe(t?t.text:null,e,r,i),this.icon=new pe(t?t.icon:null,e,n,i)};de.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},me=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ve=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},ye=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function xe(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function be(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}ye.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var _e=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new fe(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new ye(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function we(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}_e.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=he(n,1,this.transform.zoom),g=Kt(f,h,p,this.transform,d),m=null;if(h){var v=Qt(f,h,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ve(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x];e.push({sortKey:_.sortKey,symbolInstanceStart:_.symbolInstanceStart,symbolInstanceEnd:_.symbolInstanceEnd,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},_e.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=[f.textOffset0,f.textOffset1],v=xe(t,r,n,m,i),y=this.collisionIndex.placeCollisionBox(be(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(be(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return y.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(g=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:g},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}):void 0},_e.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,g=a.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),M=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var A=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,A=!1,S=!0,E=null,C={box:null,offscreen:null},L={box:null,offscreen:null},I=null,P=null,z=0,O=0,D=0;a.textFeatureIndex?z=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(z=e.featureIndex),a.verticalTextFeatureIndex&&(O=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,i.markUsedOrientation(o,n=a,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length&&(s[i]===t.WritingMode.vertical?(C=n(),L=C):C=r(),!(C&&C.box&&C.box.length));i+=1);else C=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=i.attemptAnchorPlacement(N[d%N.length],t,a,s,c,b,_,f,l,g,d>=N.length,e,o,n,u);if(m&&(h=m.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=m.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&!(C&&C.box&&C.box.length)&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),C&&(T=C.box,S=C.offscreen);var V=F(C&&C.box);if(!T&&i.prevPlacement){var q=i.prevPlacement.variableOffsets[e.crossTileID];q&&(i.variableOffsets[e.crossTileID]=q,i.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,g.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(C&&C.box&&C.box.length)}}if(T=(p=C)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\");I=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,e.collisionCircleDiameter,W),T=y||I.circles.length>0&&!I.collisionDetected,S=S&&I.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var X=function(t){var e=w&&E?be(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,g.predicate)};A=L&&L.box&&L.box.length&&a.verticalIconBox?(P=X(a.verticalIconBox)).box.length>0:(P=X(a.iconBox)).box.length>0,S=S&&P.offscreen}var Z=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=v||0===e.numIconVertices;if(Z||J?J?Z||(A=A&&T):T=A&&T:A=T=A&&T,T&&p&&p.box&&i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,L&&L.box&&O?O:z,g.ID),A&&P&&i.collisionIndex.insertCollisionBox(P.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),I&&(T&&i.collisionIndex.insertCollisionCircles(I.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID),n)){var K=o.bucketInstanceId,Q=i.collisionCircleArrays[K];void 0===Q&&(Q=i.collisionCircleArrays[K]=new me);for(var $=0;$<I.circles.length;$+=4)Q.circles.push(I.circles[$+0]),Q.circles.push(I.circles[$+1]),Q.circles.push(I.circles[$+2]),Q.circles.push(I.collisionDetected?1:0)}i.placements[e.crossTileID]=new ge(T||k,A||M,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var C=S[E];A(o.symbolInstances.get(C),o.collisionArrays[C])}else for(var L=e.symbolInstanceStart;L<e.symbolInstanceEnd;L++)A(o.symbolInstances.get(L),o.collisionArrays[L]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var I=this.collisionCircleArrays[o.bucketInstanceId];t.invert(I.invProjMatrix,l),I.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},_e.prototype.markUsedJustification=function(e,r,n,i){var a;a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:{left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex}[t.getAnchorJustification(r)];for(var o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];o<s.length;o+=1){var l=s[o];l>=0&&(e.text.placedSymbolArray.get(l).crossTileID=a>=0&&l!==a?0:n.crossTileID)}},_e.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1)e.text.placedSymbolArray.get(s[o]).placedOrientation=i;n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},_e.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new de(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new de(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new de(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},_e.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},_e.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new de(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),c=a.get(\"text-variable-anchor\"),u=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new de(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,g=a.crossTileID,m=i.opacities[g];r[g]?m=o:m||(i.opacities[g]=m=p),r[g]=!0;var v=a.numIconVertices>0,y=i.placedOrientations[a.crossTileID],x=y===t.WritingMode.vertical,b=y===t.WritingMode.horizontal||y===t.WritingMode.horizontalOnly;if(s>0||l>0){var _=Le(m.text);d(e.text,s,x?Ie:_),d(e.text,l,b?Ie:_);var w=m.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=w||x?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=w||b?1:0);var T=i.variableOffsets[a.crossTileID];T&&i.markUsedJustification(e,T.anchor,a,y);var k=i.placedOrientations[a.crossTileID];k&&(i.markUsedJustification(e,\"left\",a,k),i.markUsedOrientation(e,k,a))}if(v){var M=Le(m.icon),A=!(h&&a.verticalPlacedIconSymbolIndex&&x);a.placedIconSymbolIndex>=0&&(d(e.icon,a.numIconVertices,A?M:Ie),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=m.icon.isHidden()),a.verticalPlacedIconSymbolIndex>=0&&(d(e.icon,a.numVerticalIconVertices,A?Ie:M),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=m.icon.isHidden())}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var S=e.collisionArrays[n];if(S){var E=new t.Point(0,0);if(S.textBox||S.verticalTextBox){var C=!0;if(c){var L=i.variableOffsets[g];L?(E=xe(L.anchor,L.width,L.height,L.textOffset,L.textBoxScale),u&&E._rotate(f?i.transform.angle:-i.transform.angle)):C=!1}S.textBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||x,E.x,E.y),S.verticalTextBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||b,E.x,E.y)}var I=Boolean(!b&&S.verticalIconBox);S.iconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,I,h?E.x:0,h?E.y:0),S.verticalIconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,!I,h?E.x:0,h?E.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},_e.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},_e.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},_e.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},_e.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},_e.prototype.setStale=function(){this.stale=!0};var Te=Math.pow(2,25),ke=Math.pow(2,24),Me=Math.pow(2,17),Ae=Math.pow(2,16),Se=Math.pow(2,9),Ee=Math.pow(2,8),Ce=Math.pow(2,1);function Le(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Te+e*ke+r*Me+e*Ae+r*Se+e*Ee+r*Ce+e}var Ie=0,Pe=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Pe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;)if(e.getBucketParts(a,n,t[this._currentTileIndex],this._sortAcrossTiles),this._currentTileIndex++,i())return!0;for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;)if(e.placeLayerBucketPart(a[this._currentPartIndex],this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0;return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new _e(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Pe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Oe=512/t.EXTENT/2,De=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};De.prototype.getScaledCoordinates=function(e,r){var n=Oe/Math.pow(2,r.canonical.z-this.tileID.canonical.z);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*n),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*n)}},De.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Re=function(){this.maxCrossTileID=0};Re.prototype.generate=function(){return++this.maxCrossTileID};var Fe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Fe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Fe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new De(t,e.symbolInstances,e.bucketInstanceId),!0},Fe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1)delete this.usedCrossTileIDs[t][i[n].crossTileID]},Fe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Be=function(){this.layerIndexes={},this.crossTileIDs=new Re,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Be.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Fe);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Be.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var Ne=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},je=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ue=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ve=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i,a=t.styleSpec.$root[n];a.required&&null!=(i=\"version\"===n?r:\"array\"===a.type?[]:{})&&(e[n]=i)}return e}(),qe=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Be,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){o.dispatcher.broadcast(\"syncRTLPluginState\",{pluginStatus:e.pluginStatus,pluginURL:e.pluginURL},(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ve,!1)},r.prototype._load=function(e,r){if(!r||!Ne(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=this._layers[n[r]];\"custom\"!==i.type&&e.push(i.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=this._layers[u[c]];f.recalculate(e,this._availableImages),!f.isHidden(e.zoom)&&f.source&&(this.sourceCaches[f.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),Ne(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=function(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||qt(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):Ht(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),g=f.slice(),m=Object.create(null);for(i=0,a=0;i<f.length;i++)d.hasOwnProperty(o=f[i])?a++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)g[g.length-1-i]!==(o=h[h.length-1-i])&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-a),1)):a++,n.push({command:Ut.addLayer,args:[d[o],c=g[g.length-i]]}),g.splice(g.length-i,0,o),m[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}(this.serialize(),e).filter((function(t){return!(t.command in Ue)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in je)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Lt(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(Ne(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1)i.push(f[u])}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var h=[],p=this._order.length-1;p>=0;p--){var d=this._order[p];if(r(d))for(var g=i.length-1;g>=0;g--){var m=i[g].feature;if(n[m.layer.id]<p)break;h.push(m),i.pop()}else for(var v=0,y=t;v<y.length;v+=1){var x=y[v][d];if(x)for(var b=0,_=x;b<_.length;b+=1)h.push(_[b].feature)}}return h},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1)c.push(o[f[u]]);c.sort(B);for(var h=function(){var r=d[p],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1)o.push(f[u])}},p=0,d=c;p<d.length;p+=1)h();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=r[t[e].source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=a}))};for(var m in s)g(m);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&Ne(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=this._layers[u[c]];if(\"symbol\"===f.type){if(!l[f.source]){var h=this.sourceCaches[f.source];l[f.source]=h.getRenderableIds(!0).map((function(t){return h.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var p=this.crossTileSymbolIndex.addLayer(f,l[f.source],e.center.lng);o=o||p}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var d=0,g=this._order;d<g.length;d+=1){var m=this._layers[g[d]];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var He=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ge=vr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ye=vr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),We=vr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Xe=vr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Ze=vr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=vr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Ke=vr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Qe=vr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),$e=vr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),tr=vr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),er=vr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),rr=vr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),nr=vr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ir=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ar=vr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),or=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),sr=vr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),lr=vr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),cr=vr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ur=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),fr=vr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),hr=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),pr=vr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),dr=vr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=vr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),mr=vr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function vr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var yr=Object.freeze({__proto__:null,prelude:Ge,background:Ye,backgroundPattern:We,circle:Xe,clippingMask:Ze,heatmap:Je,heatmapTexture:Ke,collisionBox:Qe,collisionCircle:$e,debug:tr,fill:er,fillOutline:rr,fillOutlinePattern:nr,fillPattern:ir,fillExtrusion:ar,fillExtrusionPattern:or,hillshadePrepare:sr,hillshade:lr,line:cr,lineGradient:ur,linePattern:fr,lineSDF:hr,raster:pr,symbolIcon:dr,symbolSDF:gr,symbolTextAndIcon:mr}),xr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};xr.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);t.extVertexArrayObject&&this.vao&&this.boundProgram===e&&this.boundLayoutVertexBuffer===r&&!l&&this.boundIndexBuffer===i&&this.boundVertexOffset===a&&this.boundDynamicVertexBuffer===o&&this.boundDynamicVertexBuffer2===s?(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind()):this.freshBind(e,r,n,i,a,o,s)},xr.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1)p[h].enableAttributes(u,t);a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},xr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var br=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ge.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ge.vertexSource,e.vertexSource).join(\"\\n\"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=a.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=a.getAttribLocation(this.program,g.name))}for(var m=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function _r(t,e,r){var n=1/he(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}br.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new xr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var wr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},Tr=function(e,r,n,i,a,o,s){return t.extend(wr(e,r,n,i),_r(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},kr=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(kr(e),_r(n,r,i))},Ar=function(t,e){return{u_matrix:t,u_world:e}},Sr=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Er=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=he(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=he(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Lr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Ir=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Pr=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:he(e,1,r),u_intensity:n}},Or=function(e,r,n){var i=e.transform;return{u_matrix:Nr(e,r,n),u_ratio:1/he(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Dr=function(e,r,n){return t.extend(Or(e,r,n),{u_image:0})},Rr=function(e,r,n,i){var a=e.transform,o=Br(r,a);return{u_matrix:Nr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/he(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Fr=function(e,r,n,i,a){var o=e.lineAtlas,s=Br(r,e.transform),l=\"round\"===n.layout.get(\"line-cap\"),c=o.getDash(i.from,l),u=o.getDash(i.to,l),f=c.width*a.fromScale,h=u.width*a.toScale;return t.extend(Or(e,r,n),{u_patternscale_a:[s/f,-c.height/2],u_patternscale_b:[s/h,-u.height/2],u_sdfgamma:o.width/(256*Math.min(f,h)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:u.y,u_mix:a.t})};function Br(t,e){return 1/he(t,1,e.tileZoom)}function Nr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var jr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Ur(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Ur(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Vr,qr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Hr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(qr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Gr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Hr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Yr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Wr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/he(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Xr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Zr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var g=i[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(g.posMatrix,m,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var M=0,A=0,S=f;A<S.length;A+=1)for(var E=S[A],C=0;C<E.circleArray.length/4;C++){var L=4*C,I=E.circleArray[L+0],P=E.circleArray[L+1],z=E.circleArray[L+2],O=E.circleArray[L+3];k.emplace(M++,I,P,z,O,0),k.emplace(M++,I,P,z,O,1),k.emplace(M++,I,P,z,O,2),k.emplace(M++,I,P,z,O,3)}(!Vr||Vr.length<2*h)&&(Vr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(Vr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Lr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Jr=t.identity(new Float32Array(16));function Kr(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function Qr(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<h.length;m++){var v=h.get(m),y=v.hidden||!v.crossTileID||e.allowVerticalPlacement&&!v.placedOrientation?null:i[v.crossTileID];if(y){var x=new t.Point(v.anchorX,v.anchorY),b=$t(x,n?l:s),_=te(o.cameraToCenterDistance,b.signedDistanceFromCamera),w=a.evaluateSizeForFeature(e.textSizeData,u,v)*_/t.ONE_EM;n&&(w*=e.tilePixelRatio/c);for(var T=Kr(y.anchor,y.width,y.height,y.textOffset,y.textBoxScale,w),k=n?$t(x.add(T),s).point:b.point.add(r?T.rotate(-o.angle):T),M=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,A=0;A<v.numGlyphs;A++)t.addDynamicAttributes(p,k,M);f&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:k,angle:M})}else ce(v.numGlyphs,p)}if(f){d.clear();for(var S=e.icon.placedSymbolArray,E=0;E<S.length;E++){var C=S.get(E);if(C.hidden)ce(C.numGlyphs,d);else{var L=g[E];if(L)for(var I=0;I<C.numGlyphs;I++)t.addDynamicAttributes(d,L.shiftedAnchor,L.angle);else ce(C.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function $r(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function tn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,M=i;k<M.length;k+=1){var A=M[k],S=r.getTile(A),E=S.getBucket(n);if(E){var C=a?E.text:E.icon;if(C&&C.segments.get().length){var L=C.programConfigurations.get(n.id),I=a||E.sdfIcons,P=a?E.textSizeData:E.iconSizeData,z=v||0!==g.pitch,O=e.useProgram($r(I,a,E),L),D=t.evaluateSizeForZoom(P,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a)B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText&&(F=S.imageAtlasTexture.size,j=S.imageAtlasTexture,U=z||e.options.rotating||e.options.zooming||\"composite\"===P.kind||\"camera\"===P.kind?d.LINEAR:d.NEAREST);else{var V=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=I||e.options.rotating||e.options.zooming||V||z?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=he(S,1,e.transform.zoom),H=Kt(A.posMatrix,v,m,e.transform,q),G=Qt(A.posMatrix,v,m,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();y&&re(E,A.posMatrix,e,a,H,G,v,u);var X=e.translatePosMatrix(A.posMatrix,S,o,s),Z=y||a&&w||W?Jr:H,J=e.translatePosMatrix(G,S,o,s,!0),K=I&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:O,buffers:C,uniformValues:I?E.iconsInText?Gr(P.kind,D,x,v,e,X,Z,J,R,F):Hr(P.kind,D,x,v,e,X,Z,J,a,R,!0):qr(P.kind,D,x,v,e,X,Z,J,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:I,hasHalo:K};if(b)for(var $=0,tt=C.segments.get();$<tt.length;$+=1){var et=tt[$];T.push({segments:new t.SegmentVector([et]),sortKey:et.sortKey,state:Q})}else T.push({segments:C.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var rt=0,nt=T;rt<nt.length;rt+=1){var it=nt[rt],at=it.state;if(p.activeTexture.set(d.TEXTURE0),at.atlasTexture.bind(at.atlasInterpolation,d.CLAMP_TO_EDGE),at.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),at.atlasTextureIcon&&at.atlasTextureIcon.bind(at.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),at.isSDF){var ot=at.uniformValues;at.hasHalo&&(ot.u_is_halo=1,en(at.buffers,it.segments,n,e,at.program,_,f,h,ot)),ot.u_is_halo=0}en(at.buffers,it.segments,n,e,at.program,_,f,h,at.uniformValues)}}function en(t,e,r,n,i,a,o,s,l){var c=n.context;i.draw(c,c.gl.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function rn(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,M=k.patternPositions[T.to.toString()],A=k.patternPositions[T.from.toString()];M&&A&&_.setConstantPatternPositions(M,A)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Sr(S,t,g,x,E):Ar(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,g,x):kr(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function nn(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),M=r.paint.get(\"fill-extrusion-vertical-gradient\"),A=u?Tr(k,t,M,h,g,f,m):wr(k,t,M,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,A,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function an(e,r,n,i,a,o){var s=e.context,l=s.gl,c=r.fbo;if(c){var u=e.useProgram(\"hillshade\");s.activeTexture.set(l.TEXTURE0),l.bindTexture(l.TEXTURE_2D,c.colorAttachment.get());var f=function(e,r,n){var i=n.paint.get(\"hillshade-shadow-color\"),a=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,c,u,f=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),f),u_image:0,u_latrange:(l=r.tileID,c=Math.pow(2,l.canonical.z),u=l.canonical.y,[new t.MercatorCoordinate(0,u/c).toLngLat().lat,new t.MercatorCoordinate(0,(u+1)/c).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:i,u_highlight:a,u_accent:o}}(e,r,n);u.draw(s,l.TRIANGLES,i,a,o,Et.disabled,f,n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments)}}function on(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function sn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var ln=new t.Color(1,0,0,1),cn=new t.Color(0,1,0,1),un=new t.Color(0,0,1,1),fn=new t.Color(1,0,1,1),hn=new t.Color(0,1,1,1);function pn(t,e,r,n){gn(t,0,e+r/2,t.transform.width,r,n)}function dn(t,e,r,n){gn(t,e-r/2,0,r,t.transform.height,n)}function gn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function mn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,c=At.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=Math.floor((f&&f.byteLength||0)/1024),p=r.getTile(n).tileSize,d=512/Math.min(p,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+h+\"kb\"),s.draw(i,a.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Ir(o,t.Color.transparent,d),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var vn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=At.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,c=\"map\"===a,u=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=t.evaluateSizeForZoom(g.textSizeData,l.zoom),v=he(d,1,r.transform.zoom),y=Kt(p.posMatrix,u,c,r.transform,v),x=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(m){var b=Math.pow(2,l.zoom-d.tileID.overscaledZ);Qr(g,c,u,s,t.symbolSize,l,y,p.posMatrix,b,m,x)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&tn(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&tn(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Zr(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Zr(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,Mt.ReadOnly),h=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<i.length;g++){var m=i[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Er(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,M=d;k<M.length;k+=1){var A=M[k],S=A.state;S.program.draw(c,u.TRIANGLES,f,h,p,Et.disabled,S.uniformValues,n.id,S.layoutVertexBuffer,S.indexBuffer,A.segments,n.paint,e.transform.zoom,S.programConfiguration)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=At.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id);e.useProgram(\"heatmap\",p).draw(a,o.TRIANGLES,Mt.disabled,s,l,Et.disabled,zr(u.posMatrix,f,e.transform.zoom,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(a){n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA)),o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:0,u_color_ramp:1,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),f=u.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":c?\"lineSDF\":h?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(h){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,k),S=v||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var C=w.imageAtlas,L=C.patternPositions[E.to.toString()],I=C.patternPositions[E.from.toString()];L&&I&&k.setConstantPatternPositions(L,I)}var P=f?Rr(e,w,n,p):c?Fr(e,w,n,c,p):h?Dr(e,w,n):Or(e,w,n);f?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),A.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,P,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);rn(e,r,n,i,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);rn(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))nn(t,e,r,n,a,At.disabled,St.disabled),nn(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();nn(t,e,r,n,a,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?on(t,p,r,a,o,At.disabled,s):\"translucent\"===t.renderPass&&an(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof P?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,g=f;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,a.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=sn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var M=jr(x,T||[0,0],w||1,_,r);o instanceof P?s.draw(i,a.TRIANGLES,v,At.disabled,l,Et.disabled,M,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,M,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var f=At.disabled,h=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Wr(b,i,t,c,{tileID:x,tileSize:l},m):Yr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)mn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===i.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},yn=function(t,e){this.context=new Ct(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Lt.maxUnderzooming+Lt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Be,this.gpuTimers={}};yn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1)this.style._layers[i[n]].resize()},yn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,He.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,He.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,I.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,He.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},yn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Pr(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},yn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Pr(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},yn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new At({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=At.disabled,e),n]},yn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},yn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},yn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},yn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<i.length;g++)if(this.style._layers[i[g]].is3D()){this.opaquePassCutoff=g;break}this.renderPass=\"offscreen\";for(var m=0,v=i;m<v.length;m+=1){var y=this.style._layers[v[m]];if(y.hasOffscreenPass()&&!y.isHidden(this.transform.zoom)){var x=f[y.source];(\"custom\"===y.type||x.length)&&this.renderLayer(this,a[y.source],y,x)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var b=this.style._layers[i[this.currentLayer]],_=a[b.source],w=u[b.source];this._renderTileClippingMasks(b,w),this.renderLayer(this,_,b,w)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var T=this.style._layers[i[this.currentLayer]],k=a[T.source],M=(\"symbol\"===T.type?h:f)[T.source];this._renderTileClippingMasks(T,u[T.source]),this.renderLayer(this,k,T,M)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&vn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&function(t){var e=t.transform.padding;pn(t,t.transform.height-(e.top||0),3,ln),pn(t,e.bottom||0,3,cn),dn(t,e.left||0,3,un),dn(t,t.transform.width-(e.right||0),3,fn);var r=t.transform.centerPoint;!function(t,e,r,n){gn(t,e-1,r-10,2,20,n),gn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,hn)}(this),this.context.setDefault()},yn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),vn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},yn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},yn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},yn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},yn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},yn.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:he(r,n[0],this.transform.zoom),a?n[1]:he(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},yn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},yn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},yn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},yn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new br(this.context,yr[t],e,Xr[t],this._showOverdrawInspector)),this.cache[r]},yn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},yn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},yn.prototype.initDebugOverlayCanvas=function(){null==this.debugOverlayCanvas&&(this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512,this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,this.context.gl.RGBA))},yn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var xn=function(t,e){this.points=t,this.planes=e};xn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new xn(a,o)};var bn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};bn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new bn(n,i)},bn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},bn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},bn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var _n=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};_n.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},_n.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},_n.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},_n.prototype.clone=function(){return new _n(this.top,this.bottom,this.left,this.right)},_n.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var wn=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new _n,this._posMatrixCache={},this._alignedPosMatrixCache={}},Tn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};wn.prototype.clone=function(){var t=new wn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Tn.minZoom.get=function(){return this._minZoom},Tn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Tn.maxZoom.get=function(){return this._maxZoom},Tn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Tn.minPitch.get=function(){return this._minPitch},Tn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Tn.maxPitch.get=function(){return this._maxPitch},Tn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Tn.renderWorldCopies.get=function(){return this._renderWorldCopies},Tn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Tn.worldSize.get=function(){return this.tileSize*this.scale},Tn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Tn.size.get=function(){return new t.Point(this.width,this.height)},Tn.bearing.get=function(){return-this.angle/Math.PI*180},Tn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Tn.pitch.get=function(){return this._pitch/Math.PI*180},Tn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Tn.fov.get=function(){return this._fov/Math.PI*180},Tn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Tn.zoom.get=function(){return this._zoom},Tn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Tn.center.get=function(){return this._center},Tn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Tn.padding.get=function(){return this._edgeInsets.toJSON()},Tn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Tn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},wn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},wn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},wn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},wn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},wn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=xn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new bn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_));if(g.zoom===h||w>3+(1<<h-g.zoom)-2&&g.zoom>=l)f.push({tileID:new t.OverscaledTileID(g.zoom===h?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var T=0;T<4;T++){var k=(m<<1)+T%2,M=(v<<1)+(T>>1);u.push({aabb:g.aabb.quadrant(T),zoom:g.zoom+1,x:k,y:M,wrap:g.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},wn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Tn.unmodified.get=function(){return this._unmodified},wn.prototype.zoomScale=function(t){return Math.pow(2,t)},wn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},wn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},wn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Tn.point.get=function(){return this.project(this.center)},wn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},wn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},wn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},wn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},wn.prototype.coordinateLocation=function(t){return t.toLngLat()},wn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[1]/i,s=n[1]/a,l=r[2]/i,c=n[2]/a,u=l===c?0:(0-l)/(c-l);return new t.MercatorCoordinate(t.number(r[0]/i,n[0]/a,u)/this.worldSize,t.number(o,s,u)/this.worldSize)},wn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},wn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},wn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},wn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},wn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},wn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},wn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<a&&(i=a+m),g+m>o&&(i=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},wn.prototype._calcMatrices=function(){if(this.height){var e=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var r=Math.PI/2+this._pitch,n=this._fov*(.5+e.y/this.height),i=Math.sin(n)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-r-n,.01,Math.PI-.01)),a=this.point,o=a.x,s=a.y,l=1.01*(Math.cos(Math.PI/2-this._pitch)*i+this.cameraToCenterDistance),c=this.height/50,u=new Float64Array(16);t.perspective(u,this._fov,this.width/this.height,c,l),u[8]=2*-e.x/this.width,u[9]=2*e.y/this.height,t.scale(u,u,[1,-1,1]),t.translate(u,u,[0,0,-this.cameraToCenterDistance]),t.rotateX(u,u,this._pitch),t.rotateZ(u,u,this.angle),t.translate(u,u,[-o,-s,0]),this.mercatorMatrix=t.scale([],u,[this.worldSize,this.worldSize,this.worldSize]),t.scale(u,u,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=u,this.invProjMatrix=t.invert([],this.projMatrix);var f=this.width%2/2,h=this.height%2/2,p=Math.cos(this.angle),d=Math.sin(this.angle),g=o-Math.round(o)+p*f+d*h,m=s-Math.round(s)+p*h+d*f,v=new Float64Array(u);if(t.translate(v,v,[g>.5?g-1:g,m>.5?m-1:m,0]),this.alignedProjMatrix=v,u=t.create(),t.scale(u,u,[this.width/2,-this.height/2,1]),t.translate(u,u,[1,-1,0]),this.labelPlaneMatrix=u,u=t.create(),t.scale(u,u,[1,-1,1]),t.translate(u,u,[-1,-1,0]),t.scale(u,u,[2/this.width,2/this.height,1]),this.glCoordMatrix=u,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(u=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=u,this._posMatrixCache={},this._alignedPosMatrixCache={}}},wn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},wn.prototype.getCameraPoint=function(){var e=Math.tan(this._pitch)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,e))},wn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(wn.prototype,Tn);var kn=function(e){var r,n,i,a;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=!1,i=null,a=function(){i=null,n&&(r(),i=setTimeout(a,300),n=!1)},function(){return n=!0,i||a(),i})};kn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},kn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},kn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+u):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},kn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},kn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},kn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var Mn={linearity:.3,easing:t.bezier(0,0,.3,1)},An=t.extend({deceleration:2500,maxSpeed:1400},Mn),Sn=t.extend({deceleration:20,maxSpeed:1400},Mn),En=t.extend({deceleration:1e3,maxSpeed:360},Mn),Cn=t.extend({deceleration:1e3,maxSpeed:90},Mn),Ln=function(t){this._map=t,this.clear()};function In(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Pn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Ln.prototype.clear=function(){this._inertiaBuffer=[]},Ln.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Ln.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Ln.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Pn(r.pan.mag(),o,t.extend({},An,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,In(s,l)}if(r.zoom){var c=Pn(r.zoom,o,Sn);s.zoom=this._map.transform.zoom+c.amount,In(s,c)}if(r.bearing){var u=Pn(r.bearing,o,En);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),In(s,u)}if(r.pitch){var f=Pn(r.pitch,o,Cn);s.pitch=this._map.transform.pitch+f.amount,In(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var zn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),On=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Rn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Rn.prototype.reset=function(){delete this._mousedownPos},Rn.prototype.wheel=function(t){return this._firePreventable(new Dn(t.type,this._map,t))},Rn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseup=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.dblclick=function(t){return this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseover=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.mouseout=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.touchstart=function(t){return this._firePreventable(new On(t.type,this._map,t))},Rn.prototype.touchmove=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchend=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchcancel=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Rn.prototype.isEnabled=function(){return!0},Rn.prototype.isActive=function(){return!1},Rn.prototype.enable=function(){},Rn.prototype.disable=function(){};var Fn=function(t){this._map=t};Fn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Fn.prototype.mousemove=function(t){this._map.fire(new zn(t.type,this._map,t))},Fn.prototype.mousedown=function(){this._delayContextMenu=!0},Fn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new zn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Fn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new zn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Fn.prototype.isEnabled=function(){return!0},Fn.prototype.isActive=function(){return!1},Fn.prototype.enable=function(){},Fn.prototype.disable=function(){};var Bn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Nn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Bn.prototype.isEnabled=function(){return!!this._enabled},Bn.prototype.isActive=function(){return!!this._active},Bn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Bn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Bn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Bn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Bn.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Bn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Bn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var jn=function(t){this.reset(),this.numTouches=t.numTouches};jn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},jn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1)r._add(i[n]);return r.div(e.length)}(r),this.touches=Nn(n,r)))},jn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Nn(r,e);for(var i in this.touches){var a=n[i];(!a||a.dist(this.touches[i])>30)&&(this.aborted=!0)}}},jn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Un=function(t){this.singleTap=new jn(t),this.numTaps=t.numTaps,this.reset()};Un.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Un.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Un.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Un.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Vn=function(){this._zoomIn=new Un({numTouches:1,numTaps:2}),this._zoomOut=new Un({numTouches:2,numTaps:1}),this.reset()};Vn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Vn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Vn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Vn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Vn.prototype.touchcancel=function(){this.reset()},Vn.prototype.enable=function(){this._enabled=!0},Vn.prototype.disable=function(){this._enabled=!1,this.reset()},Vn.prototype.isEnabled=function(){return this._enabled},Vn.prototype.isActive=function(){return this._active};var qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},qn.prototype._correctButton=function(t,e){return!1},qn.prototype._move=function(t,e){return{}},qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},qn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},qn.prototype.enable=function(){this._enabled=!0},qn.prototype.disable=function(){this._enabled=!1,this.reset()},qn.prototype.isEnabled=function(){return this._enabled},qn.prototype.isActive=function(){return this._active};var Hn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(qn),Gn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Yn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Wn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Wn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Wn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Wn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Wn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Wn.prototype.touchcancel=function(){this.reset()},Wn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Nn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Wn.prototype.enable=function(){this._enabled=!0},Wn.prototype.disable=function(){this._enabled=!1,this.reset()},Wn.prototype.isEnabled=function(){return this._enabled},Wn.prototype.isActive=function(){return this._active};var Xn=function(){this.reset()};function Zn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}function Jn(t,e){return Math.log(t/e)/Math.LN2}Xn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Xn.prototype._start=function(t){},Xn.prototype._move=function(t,e,r){return{}},Xn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Xn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[1],a=Zn(r,e,n[0]),o=Zn(r,e,i);if(a&&o){var s=this._aroundCenter?null:a.add(o).div(2);return this._move([a,o],s,t)}}},Xn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[1],o=Zn(n,e,i[0]),s=Zn(n,e,a);o&&s||(this._active&&r.suppressClick(),this.reset())}},Xn.prototype.touchcancel=function(){this.reset()},Xn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Xn.prototype.disable=function(){this._enabled=!1,this.reset()},Xn.prototype.isEnabled=function(){return this._enabled},Xn.prototype.isActive=function(){return this._active};var Kn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(Jn(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:Jn(this._distance,r),pinchAround:e}},e}(Xn);function Qn(t,e){return 180*t.angleWith(e)/Math.PI}var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:Qn(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=Qn(t,this._startVector);return Math.abs(r)<e},e}(Xn);function ti(t){return Math.abs(t.y)>Math.abs(t.x)}var ei=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ti(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+i.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ti(t)&&ti(e)&&a}},e}(Xn),ri={panStep:100,bearingStep:15,pitchStep:10},ni=function(){var t=ri;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function ii(t){return t*(2-t)}ni.prototype.reset=function(){this._active=!1},ni.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:ii,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},ni.prototype.enable=function(){this._enabled=!0},ni.prototype.disable=function(){this._enabled=!1,this.reset()},ni.prototype.isEnabled=function(){return this._enabled},ni.prototype.isActive=function(){return this._active};var ai=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};ai.prototype.setZoomRate=function(t){this._defaultZoomRate=t},ai.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},ai.prototype.isEnabled=function(){return!!this._enabled},ai.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},ai.prototype.isZooming=function(){return!!this._zooming},ai.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},ai.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},ai.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},ai.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},ai.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},ai.prototype.renderFrame=function(){return this._onScrollFrame()},ai.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},ai.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},ai.prototype.reset=function(){this._active=!1};var oi=function(t,e){this._clickZoom=t,this._tapZoom=e};oi.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},oi.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},oi.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},oi.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var si=function(){this.reset()};si.prototype.reset=function(){this._active=!1},si.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},si.prototype.enable=function(){this._enabled=!0},si.prototype.disable=function(){this._enabled=!1,this.reset()},si.prototype.isEnabled=function(){return this._enabled},si.prototype.isActive=function(){return this._active};var li=function(){this._tap=new Un({numTouches:1,numTaps:1}),this.reset()};li.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},li.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},li.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},li.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},li.prototype.touchcancel=function(){this.reset()},li.prototype.enable=function(){this._enabled=!0},li.prototype.disable=function(){this._enabled=!1,this.reset()},li.prototype.isEnabled=function(){return this._enabled},li.prototype.isActive=function(){return this._active};var ci=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};ci.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},ci.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},ci.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},ci.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var ui=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};ui.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},ui.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},ui.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},ui.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var fi=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};fi.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},fi.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},fi.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},fi.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},fi.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},fi.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var hi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},pi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(t.Event);function di(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var gi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Ln(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0];r.addEventListener(l,s[1],l===t.window.document?this.handleWindowEvent:this.handleEvent,s[2])}};gi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0];r.removeEventListener(a,i[1],a===t.window.document?this.handleWindowEvent:this.handleEvent,i[2])}},gi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Rn(e,t));var n=e.boxZoom=new Bn(e,t);this._add(\"boxZoom\",n);var i=new Vn,a=new si;e.doubleClickZoom=new oi(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new li;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ei;this._add(\"touchPitch\",s);var l=new Gn(t),c=new Yn(t);e.dragRotate=new ui(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Hn(t),f=new Wn(t);e.dragPan=new ci(r,u,f),this._add(\"mousePan\",u),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new $n,p=new Kn;e.touchZoomRotate=new fi(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new ai(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new ni;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new Fn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},gi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},gi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},gi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},gi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},gi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},gi.prototype.isMoving=function(){return Boolean(hi(this._eventsInProgress))||this.isZooming()},gi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},gi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},gi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r];this._el.contains(i.target)&&e.push(i)}return e},gi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var g=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(g=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,g,h,n),g&&g.needsRenderFrame&&this._triggerRenderFrame()),(g||p.isActive())&&(o[h]=p)}}var m={};for(var v in this._previousActiveHandlers)o[v]||(m[v]=n);this._previousActiveHandlers=o,(Object.keys(m).length||di(i))&&(this._changes.push([i,a,m]),this._triggerRenderFrame()),(Object.keys(o).length||di(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},gi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},gi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},gi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!di(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},gi.prototype._fireEvents=function(e,r){var n=this,i=hi(this._eventsInProgress),a=hi(e),o={};for(var s in e)this._eventsInProgress[s]||(o[s+\"start\"]=e[s].originalEvent),this._eventsInProgress[s]=e[s];for(var l in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(l,o[l]);for(var c in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e)this._fireEvent(c,e[c].originalEvent);var u,f={};for(var h in this._eventsInProgress){var p=this._eventsInProgress[h],d=p.handlerName,g=p.originalEvent;this._handlersById[d].isActive()||(delete this._eventsInProgress[h],f[h+\"end\"]=u=r[d]||g)}for(var m in f)this._fireEvent(m,f[m]);var v=hi(this._eventsInProgress);if((i||a)&&!v){this._updatingCamera=!0;var y=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),x=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};y?(x(y.bearing||this._map.getBearing())&&(y.bearing=0),this._map.easeTo(y,{originalEvent:u})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:u})),x(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},gi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},gi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new pi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var mi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),g=p.sub(d),m=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/g.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),i.maxZoom),x=t.Point.convert(i.offset),b=new t.Point(x.x+(i.padding.left-i.padding.right)/2,x.y+(i.padding.top-i.padding.bottom)/2).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(b)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:a,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),g=i.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=i.project(g),b=i.project(m).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var g=i.zoomScale(i.zoom-a),m=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(g));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(u-o),g=t.Point.convert(e.offset),m=a.centerPoint.add(g),v=a.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var M=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),A=w/a.zoomScale(M-o);_=Math.sqrt(A/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function C(t){return(Math.exp(t)-Math.exp(-t))/2}function L(t){return(Math.exp(t)+Math.exp(-t))/2}var I=E(0),P=function(t){return L(I)/L(I+_*t)},z=function(t){return w*((L(I)*(C(e=I+_*t)/L(e))-C(I))/S)/k;var e},O=(E(1)-I)/_;if(Math.abs(k)<1e-6||!isFinite(O)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;O=Math.abs(Math.log(T/w))/_,z=function(){return 0},P=function(t){return Math.exp(D*_*t)}}return e.duration=\"duration\"in e?+e.duration:1e3*O/(\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed),e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*O,d=1/P(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),m=a.centerPoint.add(g));var v=1===e?y:a.unproject(x.add(b.mult(z(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),vi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};vi.prototype.getDefaultPosition=function(){return\"bottom-right\"},vi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},vi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},vi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},vi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},vi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},vi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var yi=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};yi.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},yi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},yi.prototype.getDefaultPosition=function(){return\"bottom-left\"},yi.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},yi.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},yi.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var xi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};xi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},xi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},xi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},xi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var bi={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},_i=t.window.HTMLImageElement,wi=t.window.HTMLElement,Ti=t.window.ImageBitmap,ki={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Mi=function(n){function i(e){var r=this;if(null!=(e=t.extend({},ki,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new wn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new xi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},bi,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof wi))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new gi(this,e),this._hash=e.hash&&new kn(\"string\"==typeof e.hash&&e.hash||void 0).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new vi({customAttribution:e.customAttribution})),this.addControl(new yi,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),(i.prototype=Object.create(n&&n.prototype)).constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new zn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new zn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new zn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;return void 0===r?n.prototype.off.call(this,t,e):(this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this)},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;if(this._lazyInitEmptyStyle(),r instanceof _i||Ti&&r instanceof Ti){var c=t.browser.getImageData(r);this.style.addImage(e,{data:new t.RGBAImage({width:c.width,height:c.height},c.data),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r;this.style.addImage(e,{data:new t.RGBAImage({width:r.width,height:r.height},new Uint8Array(r.data)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:u}),u.onAdd&&u.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof _i||Ti&&r instanceof Ti?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;return void 0===a||void 0===o?this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\"))):a!==n.data.width||o!==n.data.height?this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\"))):(n.data.replace(s,!(r instanceof _i||Ti&&r instanceof Ti)),void this.style.updateImage(e,n))},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new yn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Ai(this._canvasContainer),Ai(this._controlContainer),Ai(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(mi);function Ai(t){t.parentNode&&t.parentNode.removeChild(t)}var Si={showCompass:!0,showZoom:!0,visualizePitch:!1},Ei=function(e){var n=this;this.options=t.extend({},Si,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Ei.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Ei.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Ei.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ci(this._map,this._compass,this.options.visualizePitch)),this._container},Ei.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Ei.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Ei.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ci=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Gn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Yn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Li(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ci.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ci.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ci.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ci.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ci.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ci.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ci.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ci.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ci.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ci.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ci.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Ii={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Pi(t,e,r){var n=t.classList;for(var i in Ii)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var zi,Oi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<f.length;u+=1){var h=f[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Pi(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Li(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Ii[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Di={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0},Ri=0,Fi=!1,Bi=function(e){function n(r){e.call(this),this.options=t.extend({},Di,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==zi?n(zi):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){n(zi=\"denied\"!==t.state)})):n(zi=!!t.window.navigator.geolocation),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ri=0,Fi=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Fi)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Oi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Oi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||e.originalEvent&&\"resize\"===e.originalEvent.type||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ri--,Fi=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ri>1?(e={maximumAge:6e5,timeout:0},Fi=!0):(e=this.options.positionOptions,Fi=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Ni={maxWidth:100,unit:\"metric\"},ji=function(e){this.options=t.extend({},Ni,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ui(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?Vi(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):Vi(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?Vi(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?Vi(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Vi(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Vi(t,e,r,n){var i,a,o,s=(i=r,(a=Math.pow(10,(\"\"+Math.floor(i)).length-1))*(o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o)));t.style.width=e*(s/r)+\"px\",t.innerHTML=s+\"&nbsp;\"+n}ji.prototype.getDefaultPosition=function(){return\"bottom-left\"},ji.prototype._onMove=function(){Ui(this._map,this._container,this.options)},ji.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},ji.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},ji.prototype.setUnit=function(t){this.options.unit=t,Ui(this._map,this._container,this.options)};var qi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};qi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},qi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},qi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},qi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},qi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},qi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},qi.prototype._isFullscreen=function(){return this._fullscreen},qi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},qi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Hi={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Gi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Hi),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this;if(this._map&&(this._lngLat||this._trackPointer)&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Li(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var i=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),a=this.options.anchor,o=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,\"top-left\":i,\"top-right\":i,bottom:i,\"bottom-left\":i,\"bottom-right\":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!a){var s,l=this._container.offsetWidth,c=this._container.offsetHeight;s=i.y+o.bottom.y<c?[\"top\"]:i.y>this._map.transform.height-c?[\"bottom\"]:[],i.x<l/2?s.push(\"left\"):i.x>this._map.transform.width-l/2&&s.push(\"right\"),a=0===s.length?\"bottom\":s.join(\"-\")}var u=i.add(o[a]).round();r.setTransform(this._container,Ii[a]+\" translate(\"+u.x+\"px,\"+u.y+\"px)\"),Pi(this._container,a,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented),Yi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Mi,NavigationControl:Ei,GeolocateControl:Bi,AttributionControl:vi,ScaleControl:ji,FullscreenControl:qi,Popup:Gi,Marker:Oi,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(Ot)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Ot),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Yi})),r}))},{}],474:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1<<t+1,r=new Array(e),n=0;n<e;++n)r[n]=a(t,n);return r};var n=t(\"convex-hull\");function i(t,e,r){for(var n=new Array(t),i=0;i<t;++i)n[i]=0,i===e&&(n[i]+=.5),i===r&&(n[i]+=.5);return n}function a(t,e){if(0===e||e===(1<<t+1)-1)return[];for(var r=[],a=[],o=0;o<=t;++o)if(e&1<<o){r.push(i(t,o-1,o-1)),a.push(null);for(var s=0;s<=t;++s)~e&1<<s&&(r.push(i(t,o-1,s-1)),a.push([o,s]))}var l=n(r),c=[];t:for(o=0;o<l.length;++o){var u=l[o],f=[];for(s=0;s<u.length;++s){if(!a[u[s]])continue t;f.push(a[u[s]].slice())}c.push(f)}return c}},{\"convex-hull\":135}],475:[function(t,e,r){var n=t(\"./normalize\"),i=t(\"gl-mat4/create\"),a=t(\"gl-mat4/clone\"),o=t(\"gl-mat4/determinant\"),s=t(\"gl-mat4/invert\"),l=t(\"gl-mat4/transpose\"),c={length:t(\"gl-vec3/length\"),normalize:t(\"gl-vec3/normalize\"),dot:t(\"gl-vec3/dot\"),cross:t(\"gl-vec3/cross\")},u=i(),f=i(),h=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function g(t,e,r,n,i){t[0]=e[0]*n+r[0]*i,t[1]=e[1]*n+r[1]*i,t[2]=e[2]*n+r[2]*i}e.exports=function(t,e,r,i,m,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),i||(i=[0,0,0]),m||(m=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(a(f,u),f[3]=0,f[7]=0,f[11]=0,f[15]=1,Math.abs(o(f)<1e-8))return!1;var y,x,b,_,w,T,k,M=u[3],A=u[7],S=u[11],E=u[12],C=u[13],L=u[14],I=u[15];if(0!==M||0!==A||0!==S){if(h[0]=M,h[1]=A,h[2]=S,h[3]=I,!s(f,f))return!1;l(f,f),y=m,b=f,_=(x=h)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else m[0]=m[1]=m[2]=0,m[3]=1;if(e[0]=E,e[1]=C,e[2]=L,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),i[0]=c.dot(p[0],p[1]),g(p[1],p[1],p[0],1,-i[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),i[0]/=r[1],i[1]=c.dot(p[0],p[2]),g(p[2],p[2],p[0],1,-i[1]),i[2]=c.dot(p[1],p[2]),g(p[2],p[2],p[1],1,-i[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),i[1]/=r[2],i[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var P=0;P<3;P++)r[P]*=-1,p[P][0]*=-1,p[P][1]*=-1,p[P][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{\"./normalize\":476,\"gl-mat4/clone\":278,\"gl-mat4/create\":280,\"gl-mat4/determinant\":281,\"gl-mat4/invert\":293,\"gl-mat4/transpose\":306,\"gl-vec3/cross\":365,\"gl-vec3/dot\":370,\"gl-vec3/length\":380,\"gl-vec3/normalize\":387}],476:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,i=0;i<16;i++)t[i]=e[i]*n;return!0}},{}],477:[function(t,e,r){var n=t(\"gl-vec3/lerp\"),i=t(\"mat4-recompose\"),a=t(\"mat4-decompose\"),o=t(\"gl-mat4/determinant\"),s=t(\"quat-slerp\"),l=f(),c=f(),u=f();function f(){return{translate:h(),scale:h(1),skew:h(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function h(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,f){if(0===o(e)||0===o(r))return!1;var h=a(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=a(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!h||!p)&&(n(u.translate,l.translate,c.translate,f),n(u.skew,l.skew,c.skew,f),n(u.scale,l.scale,c.scale,f),n(u.perspective,l.perspective,c.perspective,f),s(u.quaternion,l.quaternion,c.quaternion,f),i(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{\"gl-mat4/determinant\":281,\"gl-vec3/lerp\":381,\"mat4-decompose\":475,\"mat4-recompose\":478,\"quat-slerp\":527}],478:[function(t,e,r){var n={identity:t(\"gl-mat4/identity\"),translate:t(\"gl-mat4/translate\"),multiply:t(\"gl-mat4/multiply\"),create:t(\"gl-mat4/create\"),scale:t(\"gl-mat4/scale\"),fromRotationTranslation:t(\"gl-mat4/fromRotationTranslation\")},i=(n.create(),n.create());e.exports=function(t,e,r,a,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(i),0!==a[2]&&(i[9]=a[2],n.multiply(t,t,i)),0!==a[1]&&(i[9]=0,i[8]=a[1],n.multiply(t,t,i)),0!==a[0]&&(i[8]=0,i[4]=a[0],n.multiply(t,t,i)),n.scale(t,t,r),t}},{\"gl-mat4/create\":280,\"gl-mat4/fromRotationTranslation\":284,\"gl-mat4/identity\":291,\"gl-mat4/multiply\":295,\"gl-mat4/scale\":303,\"gl-mat4/translate\":305}],479:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],480:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),i=t(\"mat4-interpolate\"),a=t(\"gl-mat4/invert\"),o=t(\"gl-mat4/rotateX\"),s=t(\"gl-mat4/rotateY\"),l=t(\"gl-mat4/rotateZ\"),c=t(\"gl-mat4/lookAt\"),u=t(\"gl-mat4/translate\"),f=(t(\"gl-mat4/scale\"),t(\"gl-vec3/normalize\")),h=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],h=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)h[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&h[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=h[c];else i(o,h,d,(t-e[r])/u)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],f(g,g);var m=this.computedInverse;a(m,o);var v=this.computedEye,y=m[15];v[0]=m[12]/y,v[1]=m[13]/y,v[2]=m[14]/y;var 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\"+r+\"(data,\"+o.map((function(t){return\"shape[\"+t+\"]\"})).join(\",\")+\",\"+o.map((function(t){return\"stride[\"+t+\"]\"})).join(\",\")+\",offset)}\"),new Function(\"CTOR_LIST\",\"ORDER\",a.join(\"\\n\"))(c[t],s)}var c={float32:[],float64:[],int8:[],int16:[],int32:[],uint8:[],uint16:[],uint32:[],array:[],uint8_clamped:[],bigint64:[],biguint64:[],buffer:[],generic:[]};e.exports=function(t,e,r,n){if(void 0===t)return(0,c.array[0])([]);\"number\"==typeof t&&(t=[t]),void 0===e&&(e=[t.length]);var o=e.length;if(void 0===r){r=new Array(o);for(var s=o-1,u=1;s>=0;--s)r[s]=u,u*=e[s]}if(void 0===n){n=0;for(s=0;s<o;++s)r[s]<0&&(n-=(e[s]-1)*r[s])}for(var f=function(t){if(i(t))return\"buffer\";if(a)switch(Object.prototype.toString.call(t)){case\"[object Float64Array]\":return\"float64\";case\"[object Float32Array]\":return\"float32\";case\"[object Int8Array]\":return\"int8\";case\"[object Int16Array]\":return\"int16\";case\"[object Int32Array]\":return\"int32\";case\"[object 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h=e[l],p=e[c],d=e[u],g=new Array(3),m=0,v=new Array(3),y=0,x=0;x<3;++x)g[x]=h[x]-p[x],m+=g[x]*g[x],v[x]=d[x]-p[x],y+=v[x]*v[x];if(m*y>a){var b=i[c],_=1/Math.sqrt(m*y);for(x=0;x<3;++x){var w=(x+1)%3,T=(x+2)%3;b[x]+=_*(v[w]*g[T]-v[T]*g[w])}}}for(o=0;o<n;++o){b=i[o];var k=0;for(x=0;x<3;++x)k+=b[x]*b[x];if(k>a)for(_=1/Math.sqrt(k),x=0;x<3;++x)b[x]*=_;else for(x=0;x<3;++x)b[x]=0}return i},r.faceNormals=function(t,e,r){for(var n=t.length,i=new Array(n),a=void 0===r?1e-6:r,o=0;o<n;++o){for(var s=t[o],l=new Array(3),c=0;c<3;++c)l[c]=e[s[c]];var u=new Array(3),f=new Array(3);for(c=0;c<3;++c)u[c]=l[1][c]-l[0][c],f[c]=l[2][c]-l[0][c];var h=new Array(3),p=0;for(c=0;c<3;++c){var d=(c+1)%3,g=(c+2)%3;h[c]=u[d]*f[g]-u[g]*f[d],p+=h[c]*h[c]}p=p>a?1/Math.sqrt(p):0;for(c=0;c<3;++c)h[c]*=p;i[o]=h}return i}},{}],499:[function(t,e,r){\n",
+       "/*\n",
+       "object-assign\n",
+       "(c) Sindre Sorhus\n",
+       "@license MIT\n",
+       "*/\n",
+       "\"use strict\";var n=Object.getOwnPropertySymbols,i=Object.prototype.hasOwnProperty,a=Object.prototype.propertyIsEnumerable;function o(t){if(null==t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}e.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},r=0;r<10;r++)e[\"_\"+String.fromCharCode(r)]=r;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map((function(t){return e[t]})).join(\"\"))return!1;var n={};return\"abcdefghijklmnopqrst\".split(\"\").forEach((function(t){n[t]=t})),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},n)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var r,s,l=o(t),c=1;c<arguments.length;c++){for(var u in r=Object(arguments[c]))i.call(r,u)&&(l[u]=r[u]);if(n){s=n(r);for(var f=0;f<s.length;f++)a.call(r,s[f])&&(l[s[f]]=r[s[f]])}}return l}},{}],500:[function(t,e,r){\"use 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+       "/*!\n",
+       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT license.\n",
+       " */\n",
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+       "/*\n",
+       " * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
+       " * @license MIT\n",
+       " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
+       " */\n",
+       "var n,i=t(\"./lib/build-log\"),a=t(\"./lib/epsilon\"),o=t(\"./lib/intersecter\"),s=t(\"./lib/segment-chainer\"),l=t(\"./lib/segment-selector\"),c=t(\"./lib/geojson\"),u=!1,f=a();function h(t,e,r){var i=n.segments(t),a=n.segments(e),o=r(n.combine(i,a));return n.polygon(o)}n={buildLog:function(t){return!0===t?u=i():!1===t&&(u=!1),!1!==u&&u.list},epsilon:function(t){return f.epsilon(t)},segments:function(t){var e=o(!0,f,u);return 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h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},{\"array-bounds\":70,\"color-normalize\":125,\"flatten-vertex-data\":244,\"object-assign\":499,\"pick-by-alias\":511,\"to-float32\":577,\"update-diff\":599}],535:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\"),i=t(\"array-bounds\"),a=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),f=t(\"to-float32\"),h=f.float32,p=f.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\");function m(t,e){if(!(this instanceof m))return new m(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=m.shaders.has(t)?m.shaders.get(t):m.shaders.set(t,m.createShaders(t)).get(t),this.update(e)}e.exports=m,m.dashMult=2,m.maxPatternLength=256,m.precisionThreshold=3e6,m.maxPoints=1e4,m.maxLines=2048,m.shaders=new d,m.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashPattern:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashSize:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\n\\nuniform float dashSize, pixelRatio, thickness, opacity, id;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},m.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},m.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},m.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>m.precisionThreshold||e.scale[1]*e.viewport.height>m.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=m.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},m.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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Uint8Array})},t=a({},m.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<m.maxLines&&(d.depth=2*(m.maxLines-1-f%m.maxLines)/m.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=g(t.viewport)),d.viewport||(d.viewport=g([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var v,y;if(t.positions.x&&t.positions.y){var x=t.positions.x,b=t.positions.y;y=d.count=Math.max(x.length,b.length),v=new Float64Array(2*y);for(var _=0;_<y;_++)v[2*_]=x[_],v[2*_+1]=b[_]}else v=l(t.positions,\"float64\"),y=d.count=Math.floor(v.length/2);var w=d.bounds=i(v,2);if(d.fill){for(var T=[],k={},M=0,A=0,S=0,E=d.count;A<E;A++){var C=v[2*A],L=v[2*A+1];isNaN(C)||isNaN(L)||null==C||null==L?(C=v[2*M],L=v[2*M+1],k[A]=M):M=A,T[S++]=C,T[S++]=L}for(var I=c(T,d.hole||[]),P=0,z=I.length;P<z;P++)null!=k[I[P]]&&(I[P]=k[I[P]]);d.triangles=I}var O=new Float64Array(v);u(O,2,w);var D=new Float64Array(2*y+6);d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[0]=O[2*y-4],D[1]=O[2*y-3]):(D[0]=O[2*y-2],D[1]=O[2*y-1]):(D[0]=O[0],D[1]=O[1]),D.set(O,2),d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[2*y+2]=O[2],D[2*y+3]=O[3],d.count-=1):(D[2*y+2]=O[0],D[2*y+3]=O[1],D[2*y+4]=O[2],D[2*y+5]=O[3]):(D[2*y+2]=O[2*y-2],D[2*y+3]=O[2*y-1],D[2*y+4]=O[2*y-2],D[2*y+5]=O[2*y-1]),d.positionBuffer(h(D)),d.positionFractBuffer(p(D))}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var R=d.bounds,F=R[2]-R[0],B=R[3]-R[1],N=d.range[2]-d.range[0],j=d.range[3]-d.range[1];d.scale=[F/N,B/j],d.translate=[-d.range[0]/N+R[0]/N||0,-d.range[1]/j+R[1]/j||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var U,V=0;if(!t.dashes||t.dashes.length<2)V=1,U=new Uint8Array([255,255,255,255,255,255,255,255]);else{V=0;for(var q=0;q<t.dashes.length;++q)V+=t.dashes[q];U=new Uint8Array(V*m.dashMult);for(var H=0,G=255,Y=0;Y<2;Y++)for(var W=0;W<t.dashes.length;++W){for(var X=0,Z=t.dashes[W]*m.dashMult*.5;X<Z;++X)U[H++]=G;G^=255}}d.dashLength=V,d.dashTexture({channels:1,data:U,width:U.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var J=d.count,K=t.color;K||(K=\"transparent\");var Q=new Uint8Array(4*J+4);if(Array.isArray(K)&&\"number\"!=typeof K[0]){for(var $=0;$<J;$++){var tt=n(K[$],\"uint8\");Q.set(tt,4*$)}Q.set(n(K[0],\"uint8\"),4*J)}else for(var et=n(K,\"uint8\"),rt=0;rt<J+1;rt++)Q.set(et,4*rt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:Q})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var v=[],y=0;y<this.passes.length;y++)null!==this.passes[y]&&v.push(this.passes[y]);return this.passes=v,this}},m.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},{\"array-bounds\":70,\"array-normalize\":71,\"color-normalize\":125,earcut:177,\"es6-weak-map\":233,\"flatten-vertex-data\":244,glslify:536,\"object-assign\":499,\"parse-rect\":504,\"pick-by-alias\":511,\"to-float32\":577}],536:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],537:[function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){if(\"undefined\"==typeof Symbol||!(Symbol.iterator in Object(t)))return;var r=[],n=!0,i=!1,a=void 0;try{for(var o,s=t[Symbol.iterator]();!(n=(o=s.next()).done)&&(r.push(o.value),!e||r.length!==e);n=!0);}catch(t){i=!0,a=t}finally{try{n||null==s.return||s.return()}finally{if(i)throw a}}return r}(t,e)||a(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t){return function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if(\"undefined\"!=typeof Symbol&&Symbol.iterator in Object(t))return Array.from(t)}(t)||a(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function a(t,e){if(t){if(\"string\"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t(\"color-normalize\"),l=t(\"array-bounds\"),c=t(\"color-id\"),u=t(\"@plotly/point-cluster\"),f=t(\"object-assign\"),h=t(\"glslify\"),p=t(\"pick-by-alias\"),d=t(\"update-diff\"),g=t(\"flatten-vertex-data\"),m=t(\"is-iexplorer\"),v=t(\"to-float32\"),y=t(\"parse-rect\"),x=b;function b(t,e){var r=this;if(!(this instanceof b))return new b(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,i=(t=e.regl)._gl,a=[];this.tooManyColors=m,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),f(this,{regl:t,gl:i,groups:[],markerCache:[null],markerTextures:[null],palette:a,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:i.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,pixelRatio:t.context(\"pixelRatio\"),palette:n,paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),opacity:t.prop(\"opacity\"),marker:t.prop(\"markerTexture\")},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?a.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?a.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=f({},o);s.frag=h([\"precision 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fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform bool constPointSize;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=f({},o);l.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform bool constPointSize;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var a=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&a.push.apply(a,i(this.getMarkerDrawOptions(o,n,e)));a.length&&this.drawMarker(a)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!a)return r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new 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t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}return i({data:v.float(t),usage:\"dynamic\"}),a({data:v.fract(t),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);a[c]||(a[c]=new Uint8Array(r.count)),a[c][s]=1}for(var u=0;u<a.length;u++)if(a[u]){var f={data:a[u],type:\"uint8\",usage:\"static\"};i[u]?i[u](f):i[u]=o.buffer(f),i[u].data=a[u]}}else{i[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,M=_.sizeBuffer,A=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)A[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),A[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);M({data:A,usage:\"dynamic\"})}if(x){var E,C=n,L=C.count,I=C.color,P=C.borderColor,z=C.colorBuffer;if(t.tooManyColors){if(I.length||P.length){E=new Uint8Array(8*L);for(var O=0;O<L;O++){var D=I[O];E[8*O]=h[4*D],E[8*O+1]=h[4*D+1],E[8*O+2]=h[4*D+2],E[8*O+3]=h[4*D+3];var R=P[O];E[8*O+4]=h[4*R],E[8*O+5]=h[4*R+1],E[8*O+6]=h[4*R+2],E[8*O+7]=h[4*R+3]}}}else if(I.length||P.length){E=new Uint8Array(4*L+2);for(var F=0;F<L;F++)null!=I[F]&&(E[4*F]=I[F]%c,E[4*F+1]=Math.floor(I[F]/c)),null!=P[F]&&(E[4*F+2]=P[F]%c,E[4*F+3]=Math.floor(P[F]/c))}z({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)a.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)a.push(t.subarray(l,l+4));t=a}for(var u=0;u<t.length;u++){var f=t[u];f=s(f,\"uint8\");var h=c(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[u]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"@plotly/point-cluster\":57,\"array-bounds\":70,\"color-id\":123,\"color-normalize\":125,\"flatten-vertex-data\":244,glslify:538,\"is-iexplorer\":466,\"object-assign\":499,\"parse-rect\":504,\"pick-by-alias\":511,\"to-float32\":577,\"update-diff\":599}],538:[function(t,e,r){arguments[4][257][0].apply(r,arguments)},{dup:257}],539:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"pick-by-alias\"),a=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x+s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y+l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var 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u=0;u<s.columns;u++)s.bounds[u]=a(o.data[u],1)}o.range&&(s.range=o.range,n=s.range&&\"number\"!=typeof s.range[0]),o.domain&&(s.domain=o.domain);var d=!1;null!=o.padding&&(Array.isArray(o.padding)&&o.padding.length===s.columns&&\"number\"==typeof o.padding[o.padding.length-1]?(s.padding=o.padding.map(p),d=!0):s.padding=p(o.padding));var g=s.columns,m=s.count,v=s.viewport.width,y=s.viewport.height,x=s.viewport.x,b=s.viewport.y,_=v/g,w=y/g;s.passes=[];for(var T=0;T<g;T++)for(var k=0;k<g;k++)if((s.diagonal||k!==T)&&(s.upper||!(T>k))&&(s.lower||!(T<k))){var M=f(s.id,T,k),A=this.passes[M]||(this.passes[M]={});if(o.data&&(o.transpose?A.positions={x:{buffer:s.buffer,offset:k,count:m,stride:g},y:{buffer:s.buffer,offset:T,count:m,stride:g}}:A.positions={x:{buffer:s.buffer,offset:k*m,count:m},y:{buffer:s.buffer,offset:T*m,count:m}},A.bounds=h(s.bounds,T,k)),o.domain||o.viewport||o.data){var S=d?h(s.padding,T,k):s.padding;if(s.domain){var E=h(s.domain,T,k),C=E[0],L=E[1],I=E[2],P=E[3];A.viewport=[x+C*v+S[0],b+L*y+S[1],x+I*v-S[2],b+P*y-S[3]]}else A.viewport=[x+k*_+_*S[0],b+T*w+w*S[1],x+(k+1)*_-_*S[2],b+(T+1)*w-w*S[3]]}o.color&&(A.color=s.color),o.size&&(A.size=s.size),o.marker&&(A.marker=s.marker),o.borderSize&&(A.borderSize=s.borderSize),o.borderColor&&(A.borderColor=s.borderColor),o.opacity&&(A.opacity=s.opacity),o.range&&(A.range=n?h(s.range,T,k):s.range||A.bounds),s.passes.push(M)}return this},u.prototype.draw=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=[],i=0;i<e.length;i++)if(\"number\"==typeof e[i]){var a=this.traces[e[i]],o=a.passes,l=a.passOffset;n.push.apply(n,s(l,l+o.length))}else if(e[i].length){var c=e[i],u=this.traces[i],f=u.passes,h=u.passOffset;f=f.map((function(t,e){n[h+e]=c}))}(t=this.scatter).draw.apply(t,n)}else this.scatter.draw();return this},u.prototype.destroy=function(){return this.traces.forEach((function(t){t.buffer&&t.buffer.destroy&&t.buffer.destroy()})),this.traces=null,this.passes=null,this.scatter.destroy(),this}},{\"array-bounds\":70,\"array-range\":72,\"flatten-vertex-data\":244,\"parse-rect\":504,\"pick-by-alias\":511,raf:528,\"regl-scatter2d\":537}],540:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():t.createREGL=n()}(this,(function(){function t(t,e){this.id=V++,this.type=t,this.data=e}function e(t){return\"[\"+function t(e){if(0===e.length)return[];var r=e.charAt(0),n=e.charAt(e.length-1);if(1<e.length&&r===n&&('\"'===r||\"'\"===r))return['\"'+e.substr(1,e.length-2).replace(/\\\\/g,\"\\\\\\\\\").replace(/\"/g,'\\\\\"')+'\"'];if(r=/\\[(false|true|null|\\d+|'[^']*'|\"[^\"]*\")\\]/.exec(e))return 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+       "/*!\n",
+       " * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
+       " *\n",
+       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
+       " * Licensed under the MIT License.\n",
+       " */\n",
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r,n=parseInt(e);if(isNaN(n))\"\\u95f0\"===e[0]&&(r=!0,e=e.substring(1)),\"\\u6708\"===e[e.length-1]&&(e=e.substring(0,e.length-1)),n=1+[\"\\u4e00\",\"\\u4e8c\",\"\\u4e09\",\"\\u56db\",\"\\u4e94\",\"\\u516d\",\"\\u4e03\",\"\\u516b\",\"\\u4e5d\",\"\\u5341\",\"\\u5341\\u4e00\",\"\\u5341\\u4e8c\"].indexOf(e);else{var i=e[e.length-1];r=\"i\"===i||\"I\"===i}return this.toMonthIndex(t,n,r)},dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:1,isRTL:!1}},_validateYear:function(t,e){if(t.year&&(t=t.year()),\"number\"!=typeof t||t<1888||t>2111)throw e.replace(/\\{0\\}/,this.local.name);return t},toMonthIndex:function(t,e,r){var i=this.intercalaryMonth(t);if(r&&e!==i||e<1||e>12)throw n.local.invalidMonth.replace(/\\{0\\}/,this.local.name);return i?!r&&e<=i?e-1:e:e-1},toChineseMonth:function(t,e){t.year&&(e=(t=t.year()).month());var r=this.intercalaryMonth(t);if(e<0||e>(r?12:11))throw n.local.invalidMonth.replace(/\\{0\\}/,this.local.name);return r?e<r?e+1:e:e+1},intercalaryMonth:function(t){return t=this._validateYear(t),f[t-f[0]]>>13},isIntercalaryMonth:function(t,e){t.year&&(e=(t=t.year()).month());var r=this.intercalaryMonth(t);return!!r&&r===e},leapYear:function(t){return 0!==this.intercalaryMonth(t)},weekOfYear:function(t,e,r){var i,o=this._validateYear(t,n.local.invalidyear),s=h[o-h[0]],l=s>>9&4095,c=s>>5&15,u=31&s;(i=a.newDate(l,c,u)).add(4-(i.dayOfWeek()||7),\"d\");var f=this.toJD(t,e,r)-i.toJD();return 1+Math.floor(f/7)},monthsInYear:function(t){return this.leapYear(t)?13:12},daysInMonth:function(t,e){t.year&&(e=t.month(),t=t.year()),t=this._validateYear(t);var r=f[t-f[0]];if(e>(r>>13?12:11))throw n.local.invalidMonth.replace(/\\{0\\}/,this.local.name);return r&1<<12-e?30:29},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,s,r,n.local.invalidDate);t=this._validateYear(i.year()),e=i.month(),r=i.day();var o=this.isIntercalaryMonth(t,e),s=this.toChineseMonth(t,e),l=function(t,e,r,n,i){var a,o,s;if(\"object\"==typeof t)o=t,a=e||{};else{var l;if(!(\"number\"==typeof t&&t>=1888&&t<=2111))throw new Error(\"Lunar year outside range 1888-2111\");if(!(\"number\"==typeof e&&e>=1&&e<=12))throw new Error(\"Lunar month outside range 1 - 12\");if(!(\"number\"==typeof r&&r>=1&&r<=30))throw new Error(\"Lunar day outside range 1 - 30\");\"object\"==typeof n?(l=!1,a=n):(l=!!n,a=i||{}),o={year:t,month:e,day:r,isIntercalary:l}}s=o.day-1;var c,u=f[o.year-f[0]],p=u>>13;c=p&&(o.month>p||o.isIntercalary)?o.month:o.month-1;for(var d=0;d<c;d++){s+=u&1<<12-d?30:29}var g=h[o.year-h[0]],m=new Date(g>>9&4095,(g>>5&15)-1,(31&g)+s);return a.year=m.getFullYear(),a.month=1+m.getMonth(),a.day=m.getDate(),a}(t,s,r,o);return a.toJD(l.year,l.month,l.day)},fromJD:function(t){var e=a.fromJD(t),r=function(t,e,r,n){var i,a;if(\"object\"==typeof t)i=t,a=e||{};else{if(!(\"number\"==typeof t&&t>=1888&&t<=2111))throw new Error(\"Solar year outside range 1888-2111\");if(!(\"number\"==typeof e&&e>=1&&e<=12))throw new Error(\"Solar month outside range 1 - 12\");if(!(\"number\"==typeof r&&r>=1&&r<=31))throw new Error(\"Solar day outside range 1 - 31\");i={year:t,month:e,day:r},a=n||{}}var o=h[i.year-h[0]],s=i.year<<9|i.month<<5|i.day;a.year=s>=o?i.year:i.year-1,o=h[a.year-h[0]];var l,c=new Date(o>>9&4095,(o>>5&15)-1,31&o),u=new Date(i.year,i.month-1,i.day);l=Math.round((u-c)/864e5);var p,d=f[a.year-f[0]];for(p=0;p<13;p++){var g=d&1<<12-p?30:29;if(l<g)break;l-=g}var m=d>>13;!m||p<m?(a.isIntercalary=!1,a.month=1+p):p===m?(a.isIntercalary=!0,a.month=p):(a.isIntercalary=!1,a.month=p);return 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n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Coptic\",jdEpoch:1825029.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Coptic\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Thout\",\"Paopi\",\"Hathor\",\"Koiak\",\"Tobi\",\"Meshir\",\"Paremhat\",\"Paremoude\",\"Pashons\",\"Paoni\",\"Epip\",\"Mesori\",\"Pi Kogi Enavot\"],monthNamesShort:[\"Tho\",\"Pao\",\"Hath\",\"Koi\",\"Tob\",\"Mesh\",\"Pat\",\"Pad\",\"Pash\",\"Pao\",\"Epi\",\"Meso\",\"PiK\"],dayNames:[\"Tkyriaka\",\"Pesnau\",\"Pshoment\",\"Peftoou\",\"Ptiou\",\"Psoou\",\"Psabbaton\"],dayNamesShort:[\"Tky\",\"Pes\",\"Psh\",\"Pef\",\"Pti\",\"Pso\",\"Psa\"],dayNamesMin:[\"Tk\",\"Pes\",\"Psh\",\"Pef\",\"Pt\",\"Pso\",\"Psa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.coptic=a},{\"../main\":621,\"object-assign\":499}],609:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Discworld\",jdEpoch:1721425.5,daysPerMonth:[16,32,32,32,32,32,32,32,32,32,32,32,32],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Discworld\",epochs:[\"BUC\",\"UC\"],monthNames:[\"Ick\",\"Offle\",\"February\",\"March\",\"April\",\"May\",\"June\",\"Grune\",\"August\",\"Spune\",\"Sektober\",\"Ember\",\"December\"],monthNamesShort:[\"Ick\",\"Off\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Gru\",\"Aug\",\"Spu\",\"Sek\",\"Emb\",\"Dec\"],dayNames:[\"Sunday\",\"Octeday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Oct\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Oc\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:2,isRTL:!1}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((i.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year()+(i.year()<0?1:0),e=i.month(),(r=i.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},{\"../main\":621,\"object-assign\":499}],610:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.ethiopian=a},{\"../main\":621,\"object-assign\":499}],611:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)||8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=a},{\"../main\":621,\"object-assign\":499}],612:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-kham\\u012bs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),t=t<=0?t+1:t,(r=i.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=a},{\"../main\":621,\"object-assign\":499}],613:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),r=i.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),i=Math.floor((e-n)/30.6001),a=i-Math.floor(i<14?1:13),o=r-Math.floor(a>2?4716:4715),s=e-n-Math.floor(30.6001*i);return o<=0&&o--,this.newDate(o,a,s)}}),n.calendars.julian=a},{\"../main\":621,\"object-assign\":499}],614:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},{\"../main\":621,\"object-assign\":499}],615:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");i(a.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidMonth);(t=i.year())<0&&t++;for(var a=i.day(),s=1;s<i.month();s++)a+=this.daysPerMonth[s-1];return a+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=a},{\"../main\":621,\"object-assign\":499}],616:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return 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c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":621,\"object-assign\":499}],619:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\"),a=n.instance();function 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return a.leapYear(t)},weekOfYear:function(t,e,r){var i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":621,\"object-assign\":499}],620:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\\{0\\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var 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n=t(\"object-assign\");function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=a(t.layout,\"annotations\",h[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r<u.length;r++)(s=a(t.layout,\"annotations\",h[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(f,s.getUpdateObj());return i.call(\"update\",t,{},f)}}},{\"../../lib\":778,\"../../plot_api/plot_template\":816,\"../../registry\":910}],629:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\");e.exports=function(t,e,r,a){a(\"opacity\");var o=a(\"bgcolor\"),s=a(\"bordercolor\"),l=i.opacity(s);a(\"borderpad\");var c=a(\"borderwidth\"),u=a(\"showarrow\");if(a(\"text\",u?\" \":r._dfltTitle.annotation),a(\"textangle\"),n.coerceFont(a,\"font\",r.font),a(\"width\"),a(\"align\"),a(\"height\")&&a(\"valign\"),u){var f,h,p=a(\"arrowside\");-1!==p.indexOf(\"end\")&&(f=a(\"arrowhead\"),h=a(\"arrowsize\")),-1!==p.indexOf(\"start\")&&(a(\"startarrowhead\",f),a(\"startarrowsize\",h)),a(\"arrowcolor\",l?e.bordercolor:i.defaultLine),a(\"arrowwidth\",2*(l&&c||1)),a(\"standoff\"),a(\"startstandoff\")}var d=a(\"hovertext\"),g=r.hoverlabel||{};if(d){var m=a(\"hoverlabel.bgcolor\",g.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a(\"hoverlabel.bordercolor\",g.bordercolor||i.contrast(m));n.coerceFont(a,\"hoverlabel.font\",{family:g.font.family,size:g.font.size,color:g.font.color||v})}a(\"captureevents\",!!d)}},{\"../../lib\":778,\"../color\":643}],630:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib/to_log_range\");e.exports=function(t,e,r,a){e=e||{};var o=\"log\"===r&&\"linear\"===e.type,s=\"linear\"===r&&\"log\"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c=\"annotations[\"+h+\"].\",l[f+\"ref\"]===e._id&&p(f),l[\"a\"+f+\"ref\"]===e._id&&p(\"a\"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{\"../../lib/to_log_range\":804,\"fast-isnumeric\":241}],631:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),c=a(\"clicktoshow\");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=f[d],m=i.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)i.getFromId(p,m)._annIndices.push(e._index);if(i.coercePosition(e,p,a,m,g,.5),u){var v=\"a\"+g,y=i.coerceRef(t,e,p,v,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var x=\"pixel\"===y?h[d]:.4;i.coercePosition(e,p,a,y,v,x)}a(g+\"anchor\"),a(g+\"shift\")}if(n.noneOrAll(t,e,[\"x\",\"y\"]),u&&n.noneOrAll(t,e,[\"ax\",\"ay\"]),c){var b=a(\"xclick\"),_=a(\"yclick\");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,p,e.yref)}}}e.exports=function(t,e){a(t,e,{name:\"annotations\",handleItemDefaults:l})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":822,\"../../plots/cartesian/axes\":827,\"./attributes\":626,\"./common_defaults\":629}],632:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../registry\"),a=t(\"../../plots/plots\"),o=t(\"../../lib\"),s=o.strTranslate,l=t(\"../../plots/cartesian/axes\"),c=t(\"../color\"),u=t(\"../drawing\"),f=t(\"../fx\"),h=t(\"../../lib/svg_text_utils\"),p=t(\"../../lib/setcursor\"),d=t(\"../dragelement\"),g=t(\"../../plot_api/plot_template\").arrayEditor,m=t(\"./draw_arrow_head\");function v(t,e){var r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+\"ref\"],s=-1!==r.indexOf(\"y\"),c=\"domain\"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b=\"annotation-\"+a,_=a+\".annotations\"):(b=\"annotation\",_=\"annotations\");var M=g(t.layout,_,e),A=M.modifyBase,S=M.modifyItem,E=M.getUpdateObj;w._infolayer.selectAll(\".\"+b+'[data-index=\"'+r+'\"]').remove();var C=\"clip\"+w._uid+\"_ann\"+r;if(e._input&&!1!==e.visible){var L={x:{},y:{}},I=+e.textangle||0,P=w._infolayer.append(\"g\").classed(b,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),z=P.append(\"g\").classed(\"annotation-text-g\",!0),O=k[e.showarrow?\"annotationTail\":\"annotationPosition\"],D=e.captureevents||k.annotationText||O,R=z.append(\"g\").style(\"pointer-events\",D?\"all\":null).call(p,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",Y(n.event))}));e.hovertext&&R.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+C).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",C).append(\"rect\"),V.exit().remove();var q=e.font,H=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(H);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on(\"edit\",(function(r){e.text=r,this.call(W),S(\"text\",r),v&&v.autorange&&A(v._name+\".autorange\",!0),x&&x.autorange&&A(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(W)}else n.selectAll(\"#\"+C).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,q).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),g=u.bBox((f?n:G).node()),b=g.width,_=g.height,M=e.width||b,D=e.height||_,B=Math.round(M+2*N),q=Math.round(D+2*N);function H(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=[\"x\",\"y\"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:v,y:x}[et],at=(I+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=q*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+\"anchor\"],ut=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=L[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt=\"domain\"===ht;\"x\"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var gt=e[\"a\"+et];if(tt=ot*H(.5,e.xanchor)-st*H(.5,e.yanchor),nt===rt){var mt=l.getRefType(nt);\"domain\"===mt?(\"y\"===et&&(gt=1-gt),ft.tail=it._offset+it._length*gt):\"paper\"===mt?\"y\"===et?(gt=1-gt,ft.tail=T.t+T.h*gt):ft.tail=T.l+T.w*gt:ft.tail=it._offset+it.r2p(gt),K=tt}else ft.tail=J+gt,K=tt+gt;ft.text=ft.tail+tt;var vt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),\"pixel\"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*H($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(W)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(M-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(D-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?C:null,t);else{var wt=N+_t-g.top,Tt=N+bt-g.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?C:null,t)}V.select(\"rect\").call(u.setRect,N,N,M,D),j.call(u.setRect,F/2,F/2,B-F,q-F),R.call(u.setTranslate,Math.round(L.x.text-B/2),Math.round(L.y.text-q/2)),z.attr({transform:\"rotate(\"+I+\",\"+L.x.text+\",\"+L.y.text+\")\"});var kt,Mt=function(r,n){P.selectAll(\".annotation-arrow-g\").remove();var l=L.x.head,f=L.y.head,h=L.x.tail+r,p=L.y.tail+n,g=L.x.text+r,b=L.y.text+n,_=o.rotationXYMatrix(I,g,b),w=o.apply2DTransform(_),M=o.apply2DTransform2(_),C=+j.attr(\"width\"),O=+j.attr(\"height\"),D=g-.5*C,F=D+C,B=b-.5*O,N=B+O,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(M);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,q=e.arrowcolor,H=e.arrowside,G=P.append(\"g\").style({opacity:c.opacity(q)}).classed(\"annotation-arrow-g\",!0),Y=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(c.stroke,c.rgb(q));if(m(Y,H,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var 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n=t(\"../annotations/attributes\"),i=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../plot_api/plot_template\").templatedArray;e.exports=i(a(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},{\"../../plot_api/edit_types\":809,\"../../plot_api/plot_template\":816,\"../annotations/attributes\":626}],636:[function(t,e,r){\"use 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n.coerce(t,e,s,r,i)}function c(t){var n=t+\"axis\",a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(\"visible\")&&(o(t,e,a.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}e.exports=function(t,e,r){a(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},{\"../../lib\":778,\"../../plots/array_container_defaults\":822,\"../../plots/cartesian/axes\":827,\"../annotations/common_defaults\":629,\"./attributes\":635}],638:[function(t,e,r){\"use strict\";var n=t(\"../annotations/draw\").drawRaw,i=t(\"../../plots/gl3d/project\"),a=[\"x\",\"y\",\"z\"];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var 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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:l,handleDefaults:c,handleTraceDefaults:function(t,e,r,n){for(var i=0;i<r.length;i++)c(t,e,r[i]+\"calendar\",n.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:h,worldCalFmt:function(t,e,r){for(var 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n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/pad_attributes\"),a=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"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}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,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:a(i({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:s.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:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":768,\"../../plot_api/edit_types\":809,\"../../plot_api/plot_template\":816,\"../../plots/animation_attributes\":821,\"../../plots/font_attributes\":855,\"../../plots/pad_attributes\":889,\"./constants\":734}],734:[function(t,e,r){\"use 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T={y:e.y,b:u.height*g[w],t:u.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*g[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*g[b]),i.autoMargin(t,m(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var g=c.lineCount(l),m=(a.currentValueMaxLines+1-g)*e.currentvalue.font.size*p;return 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w=e._anchorAxis;w&&w.autorange&&-1!==(e.ticklabelposition||\"\").indexOf(\"inside\")&&!V(a,e._id)&&(a._insideTickLabelsAutorange||(a._insideTickLabelsAutorange={}),a._insideTickLabelsAutorange[w._name+\".autorange\"]=w.autorange,_.push((function(){v.each((function(t,r){var n=dt(this);e._vals[r].bb=h.bBox(n.node())}))})));var T=s.syncOrAsync(_);return T&&T.then&&t._promises.push(T),T},B.getPxPosition=function(t,e){var r,n=t._fullLayout._size,i=e._id.charAt(0),a=e.side;return\"free\"!==e.anchor?r=e._anchorAxis:\"x\"===i?r={_offset:n.t+(1-(e.position||0))*n.h,_length:0}:\"y\"===i&&(r={_offset:n.l+(e.position||0)*n.w,_length:0}),\"top\"===a||\"left\"===a?r._offset:\"bottom\"===a||\"right\"===a?r._offset+r._length:void 0},B.shouldShowZeroLine=function(t,e,r){var n=s.simpleMap(e.range,e.r2l);return n[0]*n[1]<=0&&e.zeroline&&(\"linear\"===e.type||\"-\"===e.type)&&!(e.rangebreaks&&e.maskBreaks(0)===P)&&(pt(e,0)||!function(t,e,r,n){var i=r._mainAxis;if(!i)return;var 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r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":833,\"has-passive-events\":441,\"mouse-change\":483,\"mouse-event-offset\":484,\"mouse-wheel\":486}],866:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),i=t(\"../../lib/str2rgbarray\");function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,c,u,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf(\"all\"):!!a,f=c?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new a(t)}},{\"../../lib/str2rgbarray\":801,\"../cartesian/axes\":827}],867:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"./scene2d\"),a=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,\"gl2d\",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":684,\"../../constants/xmlns_namespaces\":754,\"../../plot_api/edit_types\":809,\"../cartesian\":840,\"../cartesian/attributes\":825,\"../cartesian/constants\":833,\"../get_data\":864,\"../layout_attributes\":881,\"./scene2d\":868}],868:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),f=t(\"webgl-context\"),h=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var M=k.prototype;M.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},M.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\"),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},M.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},M.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},M.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},M.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},M.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},M.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},M.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},M.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=u.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},M.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},M.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},M.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},M.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},M.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},M.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,i,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},M.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},M.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/dragelement/helpers\":661,\"../../components/fx\":683,\"../../lib/show_no_webgl_msg\":799,\"../../plots/cartesian/axes\":827,\"../../registry\":910,\"../cartesian/autorange\":826,\"../cartesian/constants\":833,\"../cartesian/constraints\":834,\"./camera\":865,\"./convert\":866,\"gl-plot2d\":317,\"gl-select-box\":333,\"gl-spikes2d\":342,\"webgl-context\":606}],869:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../components/fx/layout_attributes\"),a=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":684,\"../../constants/xmlns_namespaces\":754,\"../../lib\":778,\"../../plot_api/edit_types\":809,\"../get_data\":864,\"./layout/attributes\":870,\"./layout/defaults\":874,\"./layout/layout_attributes\":875,\"./scene\":879}],870:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],871:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":643,\"../../../lib/extend\":768,\"../../../plot_api/edit_types\":809,\"../../cartesian/layout_attributes\":841}],872:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),a=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelposition:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,13600/187).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},{\"../../../lib\":778,\"../../../plot_api/plot_template\":816,\"../../cartesian/axis_defaults\":829,\"../../cartesian/type_defaults\":852,\"./axis_attributes\":871,tinycolor2:576}],873:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":778,\"../../../lib/str2rgbarray\":801}],874:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),i=t(\"../../../components/color\"),a=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],f=0;f<u.length;f++)r(\"camera.\"+u[f]+\".x\"),r(\"camera.\"+u[f]+\".y\"),r(\"camera.\"+u[f]+\".z\");r(\"camera.projection.type\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",h?\"manual\":\"auto\");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":643,\"../../../lib\":778,\"../../../registry\":910,\"../../get_data\":864,\"../../subplot_defaults\":904,\"./axis_defaults\":872,\"./layout_attributes\":875}],875:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),i=t(\"../../domain\").attributes,a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":778,\"../../../lib/extend\":768,\"../../domain\":854,\"./axis_attributes\":871}],876:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":801}],877:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(\"../../cartesian/axes\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":778,\"../../cartesian/axes\":827}],878:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],879:[function(t,e,r){\"use strict\";var n,i,a=t(\"gl-plot3d\"),o=a.createCamera,s=a.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),f=t(\"../../lib\"),h=t(\"../../plots/cartesian/axes\"),p=t(\"../../components/fx\"),d=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),m=t(\"./project\"),v=t(\"./layout/convert\"),y=t(\"./layout/spikes\"),x=t(\"./layout/tick_marks\"),b=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=y(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:b,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T)e=!1;else try{f.warn([\"webgl setup failed possibly due to\",b?\"disabling\":\"enabling\",\"preserveDrawingBuffer config.\",\"The device may not be supported by is-mobile module!\",\"Inverting preserveDrawingBuffer option in second attempt to create webgl scene.\"].join(\" \")),b=t.glOptions.preserveDrawingBuffer=!t.glOptions.preserveDrawingBuffer,this.glplot=s(t)}catch(r){b=t.glOptions.preserveDrawingBuffer=!t.glOptions.preserveDrawingBuffer,e=!1}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),x(e),e.glplot.axes.update(e.axesOptions);for(var c,u=Object.keys(e.traces),d=null,g=e.glplot.selection,v=0;v<u.length;++v)\"skip\"!==(t=e.traces[u[v]]).data.hoverinfo&&t.handlePick(g)&&(d=t),t.setContourLevels&&t.setContourLevels();function y(t,r){var n=e.fullSceneLayout[t];return h.tickText(n,n.d2l(r),\"hover\").text}if(null!==d){var b=m(e.glplot.cameraParams,g.dataCoordinate);t=d.data;var _,w=r._fullData[t.index],T=g.index,k={xLabel:y(\"xaxis\",g.traceCoordinate[0]),yLabel:y(\"yaxis\",g.traceCoordinate[1]),zLabel:y(\"zaxis\",g.traceCoordinate[2])},M=p.castHoverinfo(w,e.fullLayout,T),A=(M||\"\").split(\"+\"),S=M&&\"all\"===M;w.hovertemplate||S||(-1===A.indexOf(\"x\")&&(k.xLabel=void 0),-1===A.indexOf(\"y\")&&(k.yLabel=void 0),-1===A.indexOf(\"z\")&&(k.zLabel=void 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C={x:g.traceCoordinate[0],y:g.traceCoordinate[1],z:g.traceCoordinate[2],data:w._input,fullData:w,curveNumber:w.index,pointNumber:T};p.appendArrayPointValue(C,w,T),t._module.eventData&&(C=w._module.eventData(C,g,w,{},T));var L={points:[C]};e.fullSceneLayout.hovermode&&p.loneHover({trace:w,x:(.5+.5*b[0]/b[3])*s,y:(.5-.5*b[1]/b[3])*l,xLabel:k.xLabel,yLabel:k.yLabel,zLabel:k.zLabel,text:_,name:d.name,color:p.castHoverOption(w,T,\"bgcolor\")||d.color,borderColor:p.castHoverOption(w,T,\"bordercolor\"),fontFamily:p.castHoverOption(w,T,\"font.family\"),fontSize:p.castHoverOption(w,T,\"font.size\"),fontColor:p.castHoverOption(w,T,\"font.color\"),nameLength:p.castHoverOption(w,T,\"namelength\"),textAlign:p.castHoverOption(w,T,\"align\"),hovertemplate:f.castOption(w,T,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},C,k),eventData:[C]},{container:n,gd:r}),g.buttons&&g.distance<5?r.emit(\"plotly_click\",L):r.emit(\"plotly_hover\",L),c=L}else 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n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(d(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&M(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var g,m=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){m[0][a]=1/0,m[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,A=w._trace.data._pad||0;\"ErrorBars\"===w.constructor.name&&s._lowerLogErrorBound?m[0][a]=Math.min(m[0][a],s._lowerLogErrorBound):m[0][a]=Math.min(m[0][a],T[0][a]/h[a]-A),m[1][a]=Math.max(m[1][a],T[1][a]/h[a]+A)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);m[0][a]=Math.min(m[0][a],E),m[1][a]=Math.max(m[1][a],E)}}if(\"rangemode\"in s&&\"tozero\"===s.rangemode&&(m[0][a]=Math.min(m[0][a],0),m[1][a]=Math.max(m[1][a],0)),m[0][a]>m[1][a])m[0][a]=-1,m[1][a]=1;else{var C=m[1][a]-m[0][a];m[0][a]-=C/32,m[1][a]+=C/32}if(\"reversed\"===s.autorange){var L=m[0][a];m[0][a]=m[1][a],m[1][a]=L}}else{var I=s.range;m[0][a]=s.r2l(I[0]),m[1][a]=s.r2l(I[1])}m[0][a]===m[1][a]&&(m[0][a]-=1,m[1][a]+=1),v[a]=m[1][a]-m[0][a],this.glplot.setBounds(a,{min:m[0][a]*h[a],max:m[1][a]*h[a]})}var P=c.aspectmode;if(\"cube\"===P)g=[1,1,1];else if(\"manual\"===P){var z=c.aspectratio;g=[z.x,z.y,z.z]}else{if(\"auto\"!==P&&\"data\"!==P)throw new Error(\"scene.js aspectRatio was not one 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r=t.visible;return\"undefined\"==typeof r||!0===r})),d=!1,g=p.map((function(t,e){return d=d||\"undefined\"!=typeof t.groupId,t}));if(d){var m=n.nest().key((function(t,e){return\"undefined\"!=typeof t.groupId?t.groupId:\"unstacked\"})).entries(g),v=[],y=m.map((function(t,e){if(\"unstacked\"===t.key)return t.values;var r=t.values[0].r.map((function(t,e){return 0}));return t.values.forEach((function(t,e,n){t.yStack=[r],v.push(r),r=o.util.sumArrays(t.r,r)})),t.values}));p=n.merge(y)}p.forEach((function(t,e){t.t=Array.isArray(t.t[0])?t.t:[t.t],t.r=Array.isArray(t.r[0])?t.r:[t.r]}));var x=Math.min(h.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2;x=Math.max(10,x);var b,_=[h.margin.left+x,h.margin.top+x];d?b=[0,n.max(o.util.sumArrays(o.util.arrayLast(p).r[0],o.util.arrayLast(v)))]:b=n.extent(o.util.flattenArray(p.map((function(t,e){return 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P=n.range.apply(this,C);if(P=P.map((function(t,e){return parseFloat(t.toPrecision(12))})),s=n.scale.linear().domain(C.slice(0,2)).range(\"clockwise\"===h.direction?[0,360]:[360,0]),u.layout.angularAxis.domain=s.domain(),u.layout.angularAxis.endPadding=A?E:0,\"undefined\"==typeof(t=n.select(this).select(\"svg.chart-root\"))||t.empty()){var z=(new DOMParser).parseFromString(\"<svg xmlns='http://www.w3.org/2000/svg' class='chart-root'>' + '<g class='outer-group'>' + '<g class='chart-group'>' + '<circle class='background-circle'></circle>' + '<g class='geometry-group'></g>' + '<g class='radial axis-group'>' + '<circle class='outside-circle'></circle>' + '</g>' + '<g class='angular axis-group'></g>' + '<g class='guides-group'><line></line><circle r='0'></circle></g>' + '</g>' + '<g class='legend-group'></g>' + '<g class='tooltips-group'></g>' + '<g class='title-group'><text></text></g>' + '</g>' + '</svg>\",\"application/xml\"),O=this.appendChild(this.ownerDocument.importNode(z.documentElement,!0));t=n.select(O)}t.select(\".guides-group\").style({\"pointer-events\":\"none\"}),t.select(\".angular.axis-group\").style({\"pointer-events\":\"none\"}),t.select(\".radial.axis-group\").style({\"pointer-events\":\"none\"});var D,R=t.select(\".chart-group\"),F={fill:\"none\",stroke:h.tickColor},B={\"font-size\":h.font.size,\"font-family\":h.font.family,fill:h.font.color,\"text-shadow\":[\"-1px 0px\",\"1px -1px\",\"-1px 1px\",\"1px 1px\"].map((function(t,e){return\" \"+t+\" 0 \"+h.font.outlineColor})).join(\",\")};if(h.showLegend){D=t.select(\".legend-group\").attr({transform:\"translate(\"+[x,h.margin.top]+\")\"}).style({display:\"block\"});var N=p.map((function(t,e){var r=o.util.cloneJson(t);return r.symbol=\"DotPlot\"===t.geometry?t.dotType||\"circle\":\"LinePlot\"!=t.geometry?\"square\":\"line\",r.visibleInLegend=\"undefined\"==typeof 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U=[(h.width-(h.margin.left+h.margin.right+2*x+(j?j.width:0)))/2,(h.height-(h.margin.top+h.margin.bottom+2*x))/2];if(U[0]=Math.max(0,U[0]),U[1]=Math.max(0,U[1]),t.select(\".outer-group\").attr(\"transform\",\"translate(\"+U+\")\"),h.title&&h.title.text){var V=t.select(\"g.title-group text\").style(B).text(h.title.text),q=V.node().getBBox();V.attr({x:_[0]-q.width/2,y:_[1]-x-20})}var H=t.select(\".radial.axis-group\");if(h.radialAxis.gridLinesVisible){var G=H.selectAll(\"circle.grid-circle\").data(r.ticks(5));G.enter().append(\"circle\").attr({class:\"grid-circle\"}).style(F),G.attr(\"r\",r),G.exit().remove()}H.select(\"circle.outside-circle\").attr({r:x}).style(F);var Y=t.select(\"circle.background-circle\").attr({r:x}).style({fill:h.backgroundColor,stroke:h.stroke});function W(t,e){return s(t)%360+h.orientation}if(h.radialAxis.visible){var 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i=o.util.convertToCartesian(x+12,r+180);lt.text(o.util.round(it)).move([i[0]+_[0],i[1]+_[1]])})).on(\"mouseout.angular-guide\",(function(t,e){ot.select(\"line\").style({opacity:0})}))}var ht=ot.select(\"circle\").style({stroke:\"grey\",fill:\"none\"});R.on(\"mousemove.radial-guide\",(function(t,e){var n=o.util.getMousePos(Y).radius;ht.attr({r:n}).style({opacity:.5}),at=r.invert(o.util.getMousePos(Y).radius);var i=o.util.convertToCartesian(n,h.radialAxis.orientation);ct.text(o.util.round(at)).move([i[0]+_[0],i[1]+_[1]])})).on(\"mouseout.radial-guide\",(function(t,e){ht.style({opacity:0}),ut.hide(),lt.hide(),ct.hide()})),t.selectAll(\".geometry-group .mark\").on(\"mouseover.tooltip\",(function(e,r){var i=n.select(this),a=this.style.fill,s=\"black\",l=this.style.opacity||1;if(i.attr({\"data-opacity\":l}),a&&\"none\"!==a){i.attr({\"data-fill\":a}),s=n.hsl(a).darker().toString(),i.style({fill:s,opacity:1});var c={t:o.util.round(e[0]),r:o.util.round(e[1])};k&&(c.t=w[e[0]]);var u=\"t: 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o=n.hsl(a.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",f=i||\"\";e.style({fill:u,\"font-size\":a.fontSize+\"px\"}).text(f);var h=a.padding,p=e.node().getBBox(),d={fill:a.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*h+l,m=p.height+2*h;return r.attr({d:\"M\"+[[l,-m/2],[l,-m/4],[a.hasTick?0:l,0],[l,m/4],[l,m/2],[g,m/2],[g,-m/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-m/2+2*h]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return i(a,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map((function(t,r){var 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s=i({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e?(\"undefined\"!=typeof 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e,r,n,i,a=t[0],o=t[1]-a,s=L(a,360),l=s+o,c=Math.cos(I(s)),u=Math.sin(I(s)),f=Math.cos(I(l)),h=Math.sin(I(l));i=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&h<=0?0:Math.max(u,h);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&f>=0?0:Math.min(c,f);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&h>=0?0:Math.min(u,h);n=l>=360?1:c<=0&&f<=0?0:Math.max(c,f);return[e,r,n,i]}(p),b=x[2]-x[0],_=x[3]-x[1],w=h/f,T=Math.abs(_/b);w>T?(d=f,y=(h-(g=f*T))/n.h/2,m=[o[0],o[1]],v=[s[0]+y,s[1]-y]):(g=h,y=(f-(d=h/T))/n.w/2,m=[o[0]+y,o[1]-y],v=[s[0],s[1]]),this.xLength2=d,this.yLength2=g,this.xDomain2=m,this.yDomain2=v;var 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e=m(t),r=Math.cos(e),n=Math.sin(e);return\"M\"+[f+u*r,p-u*n]+\"L\"+[f+a*r,p-a*n]},transFn:o.noop,crisp:!1}),h.drawLabels(n,g,{vals:w,layer:i[\"angular-axis\"],repositionOnUpdate:!0,transFn:function(t){return v(m(t))},labelFns:x})}F(i[\"angular-line\"].select(\"path\"),d.showline,{d:r.pathSubplot(),transform:l(f,p)}).attr(\"stroke-width\",d.linewidth).call(c.stroke,d.linecolor)},O.updateFx=function(t,e){this.gd._context.staticPlot||(this.updateAngularDrag(t),this.updateRadialDrag(t,e,0),this.updateRadialDrag(t,e,1),this.updateMainDrag(t))},O.updateMainDrag=function(t){var e,r,s=this,c=s.gd,u=s.layers,f=t._zoomlayer,h=S.MINZOOM,p=S.OFFEDGE,d=s.radius,g=s.innerRadius,x=s.cx,T=s.cy,k=s.cxx,M=s.cyy,A=s.sectorInRad,C=s.vangles,L=s.radialAxis,I=E.clampTiny,P=E.findXYatLength,z=E.findEnclosingVertexAngles,O=S.cornerHalfWidth,D=S.cornerLen/2,R=m.makeDragger(u,\"path\",\"maindrag\",\"crosshair\");n.select(R).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(x,T));var F,B,N,j,U,V,q,H,G,Y={element:R,gd:c,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function W(t,e){return Math.sqrt(t*t+e*e)}function X(t,e){return W(t-k,e-M)}function Z(t,e){return Math.atan2(M-e,t-k)}function J(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function K(t,e){if(0===t)return s.pathSector(2*O);var r=D/t,n=e-r,i=e+r,a=Math.max(0,Math.min(t,d)),o=a-O,l=a+O;return\"M\"+J(o,n)+\"A\"+[o,o]+\" 0,0,0 \"+J(o,i)+\"L\"+J(l,i)+\"A\"+[l,l]+\" 0,0,1 \"+J(l,n)+\"Z\"}function Q(t,e,r){if(0===t)return s.pathSector(2*O);var n,i,a=J(t,e),o=J(t,r),l=I((a[0]+o[0])/2),c=I((a[1]+o[1])/2);if(l&&c){var u=c/l,f=-1/u,h=P(O,u,l,c);n=P(D,f,h[0][0],h[0][1]),i=P(D,f,h[1][0],h[1][1])}else{var p,d;c?(p=D,d=O):(p=O,d=D),n=[[l-p,c-d],[l+p,c-d]],i=[[l-p,c+d],[l+p,c+d]]}return\"M\"+n.join(\"L\")+\"L\"+i.reverse().join(\"L\")+\"Z\"}function $(t,e){return e=Math.max(Math.min(e,d),g),t<p?t=0:d-t<p?t=d:e<p?e=0:d-e<p&&(e=d),Math.abs(e-t)>h?(t<e?(N=t,j=e):(N=e,j=t),!0):(N=null,j=null,!1)}function tt(t,e){t=t||U,e=e||\"M0,0Z\",H.attr(\"d\",t),G.attr(\"d\",e),m.transitionZoombox(H,G,V,q),V=!0;var r={};at(r),c.emit(\"plotly_relayouting\",r)}function et(t,n){var i,a,o=F+(t*=e),l=B+(n*=r),c=X(F,B),u=Math.min(X(o,l),d),f=Z(F,B);$(c,u)&&(i=U+s.pathSector(j),N&&(i+=s.pathSector(N)),a=K(N,f)+K(j,f)),tt(i,a)}function rt(t,e,r,n){var i=E.findIntersectionXY(r,n,r,[t-k,M-e]);return W(i[0],i[1])}function nt(t,e){var r,n,i=F+t,a=B+e,o=Z(F,B),l=Z(i,a),c=z(o,C),u=z(l,C);$(rt(F,B,c[0],c[1]),Math.min(rt(i,a,u[0],u[1]),d))&&(r=U+s.pathSector(j),N&&(r+=s.pathSector(N)),n=[Q(N,c[0],c[1]),Q(j,c[0],c[1])].join(\" \")),tt(r,n)}function it(){if(m.removeZoombox(c),null!==N&&null!==j){var t={};at(t),m.showDoubleClickNotifier(c),a.call(\"_guiRelayout\",c,t)}}function at(t){var e=L._rl,r=(e[1]-e[0])/(1-g/d)/d,n=[e[0]+(N-g)*r,e[0]+(j-g)*r];t[s.id+\".radialaxis.range\"]=n}function ot(t,e){var r=c._fullLayout.clickmode;if(m.removeZoombox(c),2===t){var n={};for(var i in s.viewInitial)n[s.id+\".\"+i]=s.viewInitial[i];c.emit(\"plotly_doubleclick\",null),a.call(\"_guiRelayout\",c,n)}r.indexOf(\"select\")>-1&&1===t&&_(e,c,[s.xaxis],[s.yaxis],s.id,Y),r.indexOf(\"event\")>-1&&y.click(c,e,s.id)}Y.prepFn=function(t,n,a){var l=c._fullLayout.dragmode,u=R.getBoundingClientRect();c._fullLayout._calcInverseTransform(c);var h=c._fullLayout._invTransform;e=c._fullLayout._invScaleX,r=c._fullLayout._invScaleY;var p=o.apply3DTransform(h)(n-u.left,a-u.top);if(F=p[0],B=p[1],C){var g=E.findPolygonOffset(d,A[0],A[1],C);F+=k+g[0],B+=M+g[1]}switch(l){case\"zoom\":Y.moveFn=C?nt:et,Y.clickFn=ot,Y.doneFn=it,function(){N=null,j=null,U=s.pathSubplot(),V=!1;var t=c._fullLayout[s.id];q=i(t.bgcolor).getLuminance(),(H=m.makeZoombox(f,q,x,T,U)).attr(\"fill-rule\",\"evenodd\"),G=m.makeCorners(f,x,T),w(c)}();break;case\"select\":case\"lasso\":b(t,n,a,Y,l)}},R.onmousemove=function(t){y.hover(c,t,s.id),c._fullLayout._lasthover=R,c._fullLayout._hoversubplot=s.id},R.onmouseout=function(t){c._dragging||v.unhover(c,t)},v.init(Y)},O.updateRadialDrag=function(t,e,r){var i=this,c=i.gd,u=i.layers,f=i.radius,h=i.innerRadius,p=i.cx,d=i.cy,g=i.radialAxis,y=S.radialDragBoxSize,x=y/2;if(g.visible){var b,_,T,A=I(i.radialAxisAngle),E=g._rl,C=E[0],L=E[1],z=E[r],O=.75*(E[1]-E[0])/(1-e.hole)/f;r?(b=p+(f+x)*Math.cos(A),_=d-(f+x)*Math.sin(A),T=\"radialdrag\"):(b=p+(h-x)*Math.cos(A),_=d-(h-x)*Math.sin(A),T=\"radialdrag-inner\");var D,B,N,j=m.makeRectDragger(u,T,\"crosshair\",-x,-x,y,y),U={element:j,gd:c};F(n.select(j),g.visible&&h<f,{transform:l(b,_)}),U.prepFn=function(){D=null,B=null,N=null,U.moveFn=V,U.doneFn=q,w(c)},U.clampFn=function(t,e){return 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v=e.gd._fullLayout,y=v[e.id],x=_(A+c*t._invScaleX,E+m*t._invScaleY),b=P(x-z);if(L=C+b,i.frontplot.attr(\"transform\",l(e.xOffset2,e.yOffset2)+s([-b,d,g])),e.vangles){I=e.radialAxisAngle+b;var w=l(h,p)+s(-b),T=l(h,p)+s(-I);i.bg.attr(\"transform\",w),i[\"radial-grid\"].attr(\"transform\",w),i[\"radial-axis\"].attr(\"transform\",T),i[\"radial-line\"].select(\"line\").attr(\"transform\",T),e.updateRadialAxisTitle(v,y,I)}else e.clipPaths.forTraces.select(\"path\").attr(\"transform\",l(d,g)+s(b));D.each((function(){var t=n.select(this),e=u.getTranslate(t);t.attr(\"transform\",l(e.x,e.y)+s([b]))})),R.each((function(){var t=n.select(this),e=t.select(\"text\"),r=u.getTranslate(t);t.attr(\"transform\",s([b,e.attr(\"x\"),e.attr(\"y\")])+l(r.x,r.y))})),f.rotation=o.modHalf(L,360),e.updateAngularAxis(v,y),e._hasClipOnAxisFalse&&!o.isFullCircle(e.sectorInRad)&&O.call(u.hideOutsideRangePoints,e);var S=!1;for(var F in e.traceHash)if(a.traceIs(F,\"gl\")){var 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x={};x[h]=[v/d,(v+1)/d],a(l,e,m,x),o.id=y,f(s,l,m,o)}}},{\"../lib\":778,\"../plot_api/plot_template\":816,\"./domain\":854}],905:[function(t,e,r){\"use strict\";['Variables are inserted using %{variable}, for example \"y: %{y}\".','Numbers are formatted using d3-format\\'s syntax %{variable:d3-format}, for example \"Price: %{y:$.2f}\".',t(\"../constants/docs\").FORMAT_LINK,\"for details on the formatting syntax.\",'Dates are formatted using d3-time-format\\'s syntax %{variable|d3-time-format}, for example \"Day: %{2019-01-01|%A}\".',t(\"../constants/docs\").DATE_FORMAT_LINK,\"for details on the date formatting syntax.\"].join(\" \");function n(t){var e=t.description?\" \"+t.description:\"\",r=t.keys||[];if(r.length>0){for(var n=[],i=0;i<r.length;i++)n[i]=\"`\"+r[i]+\"`\";e+=\"Finally, the template string has access to \",e=1===r.length?\"variable \"+n[0]:\"variables \"+n.slice(0,-1).join(\", \")+\" and \"+n.slice(-1)+\".\"}return e}r.hovertemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"none\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r},r.texttemplateAttrs=function(t,e){t=t||{};n(e=e||{});var r={valType:\"string\",dflt:\"\",editType:t.editType||\"calc\"};return!1!==t.arrayOk&&(r.arrayOk=!0),r}},{\"../constants/docs\":748}],906:[function(t,e,r){\"use strict\";var n=t(\"./ternary\"),i=t(\"../../plots/get_data\").getSubplotCalcData,a=t(\"../../lib\").counterRegex;r.name=\"ternary\";var o=r.attr=\"subplot\";r.idRoot=\"ternary\",r.idRegex=r.attrRegex=a(\"ternary\"),(r.attributes={})[o]={valType:\"subplotid\",dflt:\"ternary\",editType:\"calc\"},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t.calcdata,a=e._subplots.ternary,o=0;o<a.length;o++){var s=a[o],l=i(r,\"ternary\",s),c=e[s]._subplot;c||(c=new 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n=t(\"../../components/color/attributes\"),i=t(\"../domain\").attributes,a=t(\"../cartesian/layout_attributes\"),o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../lib/extend\").extendFlat,l={title:{text:a.title.text,font:a.title.font},color:a.color,tickmode:a.tickmode,nticks:s({},a.nticks,{dflt:6,min:1}),tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,showtickprefix:a.showtickprefix,tickprefix:a.tickprefix,showticksuffix:a.showticksuffix,ticksuffix:a.ticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,minexponent:a.minexponent,separatethousands:a.separatethousands,tickfont:a.tickfont,tickangle:a.tickangle,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:s({},a.showline,{dflt:!0}),linecolor:a.linecolor,linewidth:a.linewidth,showgrid:s({},a.showgrid,{dflt:!0}),gridcolor:a.gridcolor,gridwidth:a.gridwidth,layer:a.layer,min:{valType:\"number\",dflt:0,min:0},_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},c=e.exports=o({domain:i({name:\"ternary\"}),bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:l,baxis:l,caxis:l},\"plot\",\"from-root\");c.uirevision={valType:\"any\",editType:\"none\"},c.aaxis.uirevision=c.baxis.uirevision=c.caxis.uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":642,\"../../lib/extend\":768,\"../../plot_api/edit_types\":809,\"../cartesian/layout_attributes\":841,\"../domain\":854}],908:[function(t,e,r){\"use 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n=t(\"d3\"),i=t(\"tinycolor2\"),a=t(\"../../registry\"),o=t(\"../../lib\"),s=o.strTranslate,l=o._,c=t(\"../../components/color\"),u=t(\"../../components/drawing\"),f=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,p=t(\"../plots\"),d=t(\"../cartesian/axes\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/fx\"),v=t(\"../../components/dragelement/helpers\"),y=v.freeMode,x=v.rectMode,b=t(\"../../components/titles\"),_=t(\"../cartesian/select\").prepSelect,w=t(\"../cartesian/select\").selectOnClick,T=t(\"../cartesian/select\").clearSelect,k=t(\"../cartesian/select\").clearSelectionsCache,M=t(\"../cartesian/constants\");function A(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=A;var S=A.prototype;S.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},S.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var i=0;i<t.length;i++){if(!1===t[i][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),p.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(c.fill,r.bgcolor)},S.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,i=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",i,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),u.setClipUrl(this.layers.backplot,n,e),u.setClipUrl(this.layers.grids,n,e)},S.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below 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E=Math.sqrt(4/3);S.adjustLayout=function(t,e){var r,n,i,a,o,l,p=this,d=t.domain,g=(d.x[0]+d.x[1])/2,m=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*g-i/2,n=e.t+e.h*(1-m)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[g-o/2,g+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[m-l/2,m+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var 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z=s(r-S._offset,n+a);p.layers.baxis.attr(\"transform\",z),p.layers.bgrid.attr(\"transform\",z);var O=s(r+i/2,n)+\"rotate(30)\"+s(0,-A._offset);p.layers.aaxis.attr(\"transform\",O),p.layers.agrid.attr(\"transform\",O);var 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n=t(\"../../components/fx\"),i=t(\"../../lib\"),a=t(\"../bar/hover\").getTraceColor,o=i.fillText,s=t(\"../scatterpolar/hover\").makeHoverPointText,l=t(\"../../plots/polar/helpers\").isPtInsidePolygon;e.exports=function(t,e,r){var c=t.cd,u=c[0].trace,f=t.subplot,h=f.radialAxis,p=f.angularAxis,d=f.vangles,g=d?l:i.isPtInsideSector,m=t.maxHoverDistance,v=p._period||2*Math.PI,y=Math.abs(h.g2p(Math.sqrt(e*e+r*r))),x=Math.atan2(r,e);h.range[0]>h.range[1]&&(x+=Math.PI);if(n.getClosest(c,(function(t){return g(y,x,[t.rp0,t.rp1],[t.thetag0,t.thetag1],d)?m+Math.min(1,Math.abs(t.thetag1-t.thetag0)/v)-1+(t.rp1-y)/(t.rp1-t.rp0)-1:1/0}),t),!1!==t.index){var b=c[t.index];t.x0=t.x1=b.ct[0],t.y0=t.y1=b.ct[1];var _=i.extendFlat({},b,{r:b.s,theta:b.p});return o(b,u,t),s(_,u,f,t),t.hovertemplate=u.hovertemplate,t.color=a(u,b),t.xLabelVal=t.yLabelVal=void 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n=t(\"../pie/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/template_attributes\").texttemplateAttrs,l=t(\"../../lib/extend\").extendFlat;e.exports={labels:n.labels,label0:n.label0,dlabel:n.dlabel,values:n.values,marker:{colors:n.marker.colors,line:{color:l({},n.marker.line.color,{dflt:null}),width:l({},n.marker.line.width,{dflt:1}),editType:\"calc\"},editType:\"calc\"},text:n.text,hovertext:n.hovertext,scalegroup:l({},n.scalegroup,{}),textinfo:l({},n.textinfo,{flags:[\"label\",\"text\",\"value\",\"percent\"]}),texttemplate:s({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),hoverinfo:l({},i.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:o({},{keys:[\"label\",\"color\",\"value\",\"text\",\"percent\"]}),textposition:l({},n.textposition,{values:[\"inside\",\"none\"],dflt:\"inside\"}),textfont:n.textfont,insidetextfont:n.insidetextfont,title:{text:n.title.text,font:n.title.font,position:l({},n.title.position,{values:[\"top 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n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../plots/domain\").defaults,o=t(\"../bar/defaults\").handleText,s=t(\"../pie/defaults\").handleLabelsAndValues;e.exports=function(t,e,r,l){function c(r,a){return n.coerce(t,e,i,r,a)}var u=c(\"labels\"),f=c(\"values\"),h=s(u,f),p=h.len;if(e._hasLabels=h.hasLabels,e._hasValues=h.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),p){e._length=p,c(\"marker.line.width\")&&c(\"marker.line.color\",l.paper_bgcolor),c(\"marker.colors\"),c(\"scalegroup\");var d,g=c(\"text\"),m=c(\"texttemplate\");if(m||(d=c(\"textinfo\",Array.isArray(g)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),m||d&&\"none\"!==d){var v=c(\"textposition\");o(t,e,l,c,v,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1})}a(e,l,c),c(\"title.text\")&&(c(\"title.position\"),n.coerceFont(c,\"title.font\",l.font)),c(\"aspectratio\"),c(\"baseratio\")}else 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n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":1167}],1061:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":778,\"./layout_attributes\":1060}],1062:[function(t,e,r){\"use strict\";var 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0===d._deltaLastValue&&(d._deltaLastValue=a(r[0]));var l=C.select(\"text.delta\");function p(){l.text(o(a(r[0]),i)).call(m.fill,s(r[0])).call(f.convertToTspans,t)}return l.call(c.font,d.delta.font).call(m.fill,s({delta:d._deltaLastValue})),b(S)?l.transition().duration(S.duration).ease(S.easing).tween(\"text\",(function(){var t=n.select(this),e=a(r[0]),l=d._deltaLastValue,c=P(d.delta.valueformat,i,l,e),u=n.interpolateNumber(l,e);return d._deltaLastValue=e,function(e){t.text(o(u(e),c)),t.call(m.fill,s({delta:u(e)}))}})).each(\"end\",(function(){p(),E&&E()})).each(\"interrupt\",(function(){p(),E&&E()})):p(),u=k(o(a(r[0]),i),d.delta.font,A,t),l}(),O+=d.delta.position+d.delta.font.size+d.delta.font.family+d.delta.valueformat,O+=d.delta.increasing.symbol+d.delta.decreasing.symbol,p=u);d._hasNumber&&(!function(){var e=w(t,{tickformat:d.number.valueformat},d._range);e.setScale(),h.prepTicks(e);var i=function(t){return h.tickText(e,t).text},a=d.number.suffix,o=d.number.prefix,s=C.select(\"text.number\");function u(){var e=\"number\"==typeof r[0].y?o+i(r[0].y)+a:\"-\";s.text(e).call(c.font,d.number.font).call(f.convertToTspans,t)}b(S)?s.transition().duration(S.duration).ease(S.easing).each(\"end\",(function(){u(),E&&E()})).each(\"interrupt\",(function(){u(),E&&E()})).attrTween(\"text\",(function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);d._lastValue=r[0].y;var s=P(d.number.valueformat,i,r[0].lastY,r[0].y);return function(r){t.text(o+s(e(r))+a)}})):u(),l=k(o+i(r[0].y)+a,d.number.font,A,t)}(),O+=d.number.font.size+d.number.font.family+d.number.valueformat+d.number.suffix+d.number.prefix,p=l);if(d._hasDelta&&d._hasNumber){var D,R,F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=[(u.left+u.right)/2,(u.top+u.bottom)/2],N=.75*d.delta.font.size;\"left\"===d.delta.position&&(D=M(d,\"deltaPos\",0,-1*(l.width*y[d.align]+u.width*(1-y[d.align])+N),O,Math.min),R=F[1]-B[1],p={width:l.width+u.width+N,height:Math.max(l.height,u.height),left:u.left+D,right:l.right,top:Math.min(l.top,u.top+R),bottom:Math.max(l.bottom,u.bottom+R)}),\"right\"===d.delta.position&&(D=M(d,\"deltaPos\",0,l.width*(1-y[d.align])+u.width*y[d.align]+N,O,Math.max),R=F[1]-B[1],p={width:l.width+u.width+N,height:Math.max(l.height,u.height),left:l.left,right:u.right+D,top:Math.min(l.top,u.top+R),bottom:Math.max(l.bottom,u.bottom+R)}),\"bottom\"===d.delta.position&&(D=null,R=u.height,p={width:Math.max(l.width,u.width),height:l.height+u.height,left:Math.min(l.left,u.left),right:Math.max(l.right,u.right),top:l.bottom-l.height,bottom:l.bottom+u.height}),\"top\"===d.delta.position&&(D=null,R=l.top,p={width:Math.max(l.width,u.width),height:l.height+u.height,left:Math.min(l.left,u.left),right:Math.max(l.right,u.right),top:l.bottom-l.height-u.height,bottom:l.bottom}),z.attr({dx:D,dy:R})}(d._hasNumber||d._hasDelta)&&C.attr(\"transform\",(function(){var t=s.numbersScaler(p);O+=t[2];var e,r=M(d,\"numbersScale\",1,t[0],O,Math.min);d._scaleNumbers||(r=1),e=d._isAngular?_-r*p.bottom:_-r*(p.top+p.bottom)/2,d._numbersTop=r*p.top+e;var n=p[T];\"center\"===T&&(n=(p.left+p.right)/2);var i=g-r*n;return i=M(d,\"numbersTranslate\",0,i,O,Math.max),o(i,e)+a(r)}))}(t,I,e,{numbersX:p,numbersY:A,numbersScaler:S,transitionOpts:r,onComplete:d}),P&&(E={range:L.gauge.axis.range,color:L.gauge.bgcolor,line:{color:L.gauge.bordercolor,width:0},thickness:1},C={range:L.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:L.gauge.bordercolor,width:L.gauge.borderwidth},thickness:1});var H=I.selectAll(\"g.angular\").data(z?e:[]);H.exit().remove();var G=I.selectAll(\"g.angularaxis\").data(z?e:[]);G.exit().remove(),z&&function(t,e,r,i){var a,c,u,f,p=r[0].trace,d=i.size,g=i.radius,m=i.innerRadius,v=i.gaugeBg,y=i.gaugeOutline,x=[d.l+d.w/2,d.t+d.h/2+g/2],T=i.gauge,k=i.layer,M=i.transitionOpts,A=i.onComplete,S=Math.PI/2;function E(t){var e=p.gauge.axis.range[0],r=(t-e)/(p.gauge.axis.range[1]-e)*Math.PI-S;return r<-S?-S:r>S?S:r}function C(t){return n.svg.arc().innerRadius((m+g)/2-t/2*(g-m)).outerRadius((m+g)/2+t/2*(g-m)).startAngle(-S)}function L(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()}))}T.enter().append(\"g\").classed(\"angular\",!0),T.attr(\"transform\",o(x[0],x[1])),k.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),k.selectAll(\"g.xangularaxistick,path,text\").remove(),(a=w(t,p.gauge.axis)).type=\"linear\",a.range=p.gauge.axis.range,a._id=\"xangularaxis\",a.setScale();var I=function(t){return(a.range[0]-t.x)/(a.range[1]-a.range[0])*Math.PI+Math.PI},P={},z=h.makeLabelFns(a,0).labelStandoff;P.xFn=function(t){var e=I(t);return Math.cos(e)*z},P.yFn=function(t){var e=I(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*l)},P.anchorFn=function(t){var e=I(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},P.heightFn=function(t,e,r){var n=I(t);return-.5*(1+Math.sin(n))*r};var O=function(t){return o(x[0]+g*Math.cos(t),x[1]-g*Math.sin(t))};u=function(t){return O(I(t))};if(c=h.calcTicks(a),f=h.getTickSigns(a)[2],a.visible){f=\"inside\"===a.ticks?-1:1;var D=(a.linewidth||1)/2;h.drawTicks(t,a,{vals:c,layer:k,path:\"M\"+f*D+\",0h\"+f*a.ticklen,transFn:function(t){var e=I(t);return O(e)+\"rotate(\"+-s(e)+\")\"}}),h.drawLabels(t,a,{vals:c,layer:k,transFn:u,labelFns:P})}var R=[v].concat(p.gauge.steps),F=T.selectAll(\"g.bg-arc\").data(R);F.enter().append(\"g\").classed(\"bg-arc\",!0).append(\"path\"),F.select(\"path\").call(L).call(_),F.exit().remove();var B=C(p.gauge.bar.thickness),N=T.selectAll(\"g.value-arc\").data([p.gauge.bar]);N.enter().append(\"g\").classed(\"value-arc\",!0).append(\"path\");var j=N.select(\"path\");b(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){A&&A()})).each(\"interrupt\",(function(){A&&A()})).attrTween(\"d\",(U=B,V=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(V,q);return function(e){return U.endAngle(t(e))()}})),p._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var U,V,q;j.call(_),N.exit().remove(),R=[];var H=p.gauge.threshold.value;H&&R.push({range:[H,H],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var G=T.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(L).call(_),G.exit().remove();var Y=T.selectAll(\"g.gauge-outline\").data([y]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(L).call(_),Y.exit().remove()}(t,0,e,{radius:N,innerRadius:j,gauge:H,layer:G,size:R,gaugeBg:E,gaugeOutline:C,transitionOpts:r,onComplete:d});var Y=I.selectAll(\"g.bullet\").data(O?e:[]);Y.exit().remove();var W=I.selectAll(\"g.bulletaxis\").data(O?e:[]);W.exit().remove(),O&&function(t,e,r,n){var i,a,s,l,c,f=r[0].trace,p=n.gauge,d=n.layer,g=n.gaugeBg,v=n.gaugeOutline,y=n.size,x=f.domain,T=n.transitionOpts,k=n.onComplete;p.enter().append(\"g\").classed(\"bullet\",!0),p.attr(\"transform\",o(y.l,y.t)),d.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),d.selectAll(\"g.xbulletaxistick,path,text\").remove();var M=y.h,A=f.gauge.bar.thickness*M,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(f._hasNumber||f._hasDelta?1-u.bulletNumberDomainSize:1);(i=w(t,f.gauge.axis))._id=\"xbulletaxis\",i.domain=[S,E],i.setScale(),a=h.calcTicks(i),s=h.makeTransTickFn(i),l=h.getTickSigns(i)[2],c=y.t+y.h,i.visible&&(h.drawTicks(t,i,{vals:\"inside\"===i.ticks?h.clipEnds(i,a):a,layer:d,path:h.makeTickPath(i,c,l),transFn:s}),h.drawLabels(t,i,{vals:a,layer:d,transFn:s,labelFns:h.makeLabelFns(i,c)}));function C(t){t.attr(\"width\",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr(\"x\",(function(t){return i.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*M})).attr(\"height\",(function(t){return t.thickness*M}))}var L=[g].concat(f.gauge.steps),I=p.selectAll(\"g.bg-bullet\").data(L);I.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),I.select(\"rect\").call(C).call(_),I.exit().remove();var P=p.selectAll(\"g.value-bullet\").data([f.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",A).attr(\"y\",(M-A)/2).call(_),b(T)?P.select(\"rect\").transition().duration(T.duration).ease(T.easing).each(\"end\",(function(){k&&k()})).each(\"interrupt\",(function(){k&&k()})).attr(\"width\",Math.max(0,i.c2p(Math.min(f.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,i.c2p(Math.min(f.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var z=r.filter((function(){return f.gauge.threshold.value})),O=p.selectAll(\"g.threshold-bullet\").data(z);O.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),O.select(\"line\").attr(\"x1\",i.c2p(f.gauge.threshold.value)).attr(\"x2\",i.c2p(f.gauge.threshold.value)).attr(\"y1\",(1-f.gauge.threshold.thickness)/2*M).attr(\"y2\",(1-(1-f.gauge.threshold.thickness)/2)*M).call(m.stroke,f.gauge.threshold.line.color).style(\"stroke-width\",f.gauge.threshold.line.width),O.exit().remove();var D=p.selectAll(\"g.gauge-outline\").data([v]);D.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),D.select(\"rect\").call(C).call(_),D.exit().remove()}(t,0,e,{gauge:Y,layer:W,size:R,gaugeBg:E,gaugeOutline:C,transitionOpts:r,onComplete:d});var X=I.selectAll(\"text.title\").data(e);X.exit().remove(),X.enter().append(\"text\").classed(\"title\",!0),X.attr(\"text-anchor\",(function(){return O?v.right:v[L.title.align]})).text(L.title.text).call(c.font,L.title.font).call(f.convertToTspans,t),X.attr(\"transform\",(function(){var t,e=R.l+R.w*y[L.title.align],r=u.titlePadding,n=c.bBox(X.node());if(P){if(z)if(L.gauge.axis.visible)t=c.bBox(G.node()).top-r-n.bottom;else t=R.t+R.h/2-N/2-n.bottom-r;O&&(t=A-(n.top+n.bottom)/2,e=R.l-u.bulletPadding*R.w)}else t=L._numbersTop-r-n.bottom;return o(e,t)}))}))}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../constants/alignment\":745,\"../../lib\":778,\"../../lib/svg_text_utils\":802,\"../../plots/cartesian/axes\":827,\"../../plots/cartesian/axis_defaults\":829,\"../../plots/cartesian/layout_attributes\":841,\"../../plots/cartesian/position_defaults\":844,\"./constants\":1118,d3:169}],1122:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../mesh3d/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;var c=e.exports=l(s({x:{valType:\"data_array\"},y:{valType:\"data_array\"},z:{valType:\"data_array\"},value:{valType:\"data_array\"},isomin:{valType:\"number\"},isomax:{valType:\"number\"},surface:{show:{valType:\"boolean\",dflt:!0},count:{valType:\"integer\",dflt:2,min:1},fill:{valType:\"number\",min:0,max:1,dflt:1},pattern:{valType:\"flaglist\",flags:[\"A\",\"B\",\"C\",\"D\",\"E\"],extras:[\"all\",\"odd\",\"even\"],dflt:\"all\"}},spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:.15}},slices:{x:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!1},locations:{valType:\"data_array\",dflt:[]},fill:{valType:\"number\",min:0,max:1,dflt:1}}},caps:{x:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},y:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}},z:{show:{valType:\"boolean\",dflt:!0},fill:{valType:\"number\",min:0,max:1,dflt:1}}},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:i(),showlegend:s({},o.showlegend,{dflt:!1})},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{opacity:a.opacity,lightposition:a.lightposition,lighting:a.lighting,flatshading:a.flatshading,contour:a.contour,hoverinfo:s({},o.hoverinfo)}),\"calc\",\"nested\");c.flatshading.dflt=!0,c.lighting.facenormalsepsilon.dflt=0,c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 0},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":809,\"../../plots/attributes\":823,\"../../plots/template_attributes\":905,\"../mesh3d/attributes\":1127}],1123:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\"),i=t(\"../streamtube/calc\").processGrid,a=t(\"../streamtube/calc\").filter;e.exports=function(t,e){e._len=Math.min(e.x.length,e.y.length,e.z.length,e.value.length),e._x=a(e.x,e._len),e._y=a(e.y,e._len),e._z=a(e.z,e._len),e._value=a(e.value,e._len);var r=i(e);e._gridFill=r.fill,e._Xs=r.Xs,e._Ys=r.Ys,e._Zs=r.Zs,e._len=r.len;for(var o=1/0,s=-1/0,l=0;l<e._len;l++){var c=e._value[l];o=Math.min(o,c),s=Math.max(s,c)}e._minValues=o,e._maxValues=s,e._vMin=void 0===e.isomin||null===e.isomin?o:e.isomin,e._vMax=void 0===e.isomax||null===e.isomin?s:e.isomax,n(t,e,{vals:[e._vMin,e._vMax],containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":651,\"../streamtube/calc\":1294}],1124:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),i=t(\"../../lib/gl_format_color\").parseColorScale,a=t(\"../../lib/str2rgbarray\"),o=t(\"../../components/colorscale\").extractOpts,s=t(\"../../plots/gl3d/zip3\"),l=function(t,e){for(var r=e.length-1;r>0;r--){var n=Math.min(e[r],e[r-1]),i=Math.max(e[r],e[r-1]);if(i>n&&n<t&&t<=i)return{id:r,distRatio:(i-t)/(i-n)}}return{id:0,distRatio:0}};function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.data=null,this.showContour=!1}var u=c.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.data.index,r=this.data._meshX[e],n=this.data._meshY[e],i=this.data._meshZ[e],a=this.data._Ys.length,o=this.data._Zs.length,s=l(r,this.data._Xs).id,c=l(n,this.data._Ys).id,u=l(i,this.data._Zs).id,f=t.index=u+o*c+o*a*s;t.traceCoordinate=[this.data._meshX[f],this.data._meshY[f],this.data._meshZ[f],this.data._value[f]];var h=this.data.hovertext||this.data.text;return Array.isArray(h)&&void 0!==h[f]?t.textLabel=h[f]:h&&(t.textLabel=h),!0}},u.update=function(t){var e=this.scene,r=e.fullSceneLayout;function n(t,e,r,n){return e.map((function(e){return t.d2l(e,0,n)*r}))}this.data=h(t);var 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0),\"category descending\"===t.categoryorder&&(e=e.reverse())}return function(t,e){e=null==e?[]:e.map((function(t){return t}));var r={},n={},i=[];e.forEach((function(t,e){r[t]=0,n[t]=e}));for(var a=0;a<t.length;a++){var o,s=t[a];void 0===r[s]?(r[s]=1,o=e.push(s)-1,n[s]=o):(r[s]++,o=n[s]),i.push(o)}var l=e.map((function(t){return r[t]}));return{uniqueValues:e,uniqueCounts:l,inds:i}}(t.values,e)}));p=l.isArrayOrTypedArray(e.counts)?e.counts:[e.counts],function(t){var e;if(function(t){for(var e=new Array(t.length),r=0;r<t.length;r++){if(t[r]<0||t[r]>=t.length)return!1;if(void 0!==e[t[r]])return!1;e[t[r]]=!0}return!0}(t.map((function(t){return t.displayindex}))))for(e=0;e<t.length;e++)t[e]._displayindex=t[e].displayindex;else for(e=0;e<t.length;e++)t[e]._displayindex=e}(r),r.forEach((function(t,e){!function(t,e){t._categoryarray=e.uniqueValues,null===t.ticktext||void 0===t.ticktext?t._ticktext=[]:t._ticktext=t.ticktext.slice();for(var r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,m[e])}));var v,y=e.line;y?(i(e,\"line\")&&a(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),v=s.tryColorscale(y)):v=l.identity;var x,b,_,w,T,k=r[0].values.length,M={},A=m.map((function(t){return t.inds}));for(g=0,x=0;x<k;x++){var S=[];for(b=0;b<A.length;b++)S.push(A[b][x]);d=p[x%p.length],g+=d;var E=(_=x,w=void 0,T=void 0,l.isArrayOrTypedArray(y.color)?T=w=y.color[_%y.color.length]:w=y.color,{color:v(w),rawColor:T}),C=S+\"-\"+E.rawColor;void 0===M[C]&&(M[C]=f(S,E.color,E.rawColor)),h(M[C],x,d)}var L,I=r.map((function(t,e){return function(t,e,r,n,i){return{dimensionInd:t,containerInd:e,displayInd:r,dimensionLabel:n,count:i,categories:[],dragX:null}}(e,t._index,t._displayindex,t.label,g)}));for(x=0;x<k;x++)for(d=p[x%p.length],b=0;b<I.length;b++){var P=I[b].containerInd,z=m[b].inds[x],O=I[b].categories;if(void 0===O[z]){var D=e.dimensions[P]._categoryarray[z],R=e.dimensions[P]._ticktext[z];O[z]={dimensionInd:b,categoryInd:L=z,categoryValue:D,displayInd:L,categoryLabel:R,valueInds:[],count:0,dragY:null}}u(O[z],x,d)}return n(function(t,e,r){var n=t.map((function(t){return t.categories.length})).reduce((function(t,e){return Math.max(t,e)}));return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(I,M,g))}},{\"../../components/colorscale/calc\":651,\"../../components/colorscale/helpers\":654,\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/filter_unique.js\":769,\"../../lib/gup\":775,\"fast-isnumeric\":241}],1144:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,i){return n.coerce(t,e,l.dimensions,r,i)}var i=r(\"values\"),a=r(\"visible\");if(i&&i.length||(a=e.visible=!1),a){r(\"label\"),r(\"displayindex\",e._index);var o,s=t.categoryarray,c=Array.isArray(s)&&s.length>0;c&&(o=\"array\");var u=r(\"categoryorder\",o);\"array\"===u?(r(\"categoryarray\"),r(\"ticktext\")):(delete t.categoryarray,delete t.ticktext),c||\"array\"!==u||(e.categoryorder=\"trace\")}}e.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,l,r,i)}var p=s(t,e,{name:\"dimensions\",handleItemDefaults:u}),d=function(t,e,r,o,s){s(\"line.shape\"),s(\"line.hovertemplate\");var l=s(\"line.color\",o.colorway[0]);if(i(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,f,h);o(e,f,h),Array.isArray(p)&&p.length||(e.visible=!1),c(e,p,\"values\",d),h(\"hoveron\"),h(\"hovertemplate\"),h(\"arrangement\"),h(\"bundlecolors\"),h(\"sortpaths\"),h(\"counts\");var g={family:f.font.family,size:Math.round(f.font.size),color:f.font.color};n.coerceFont(h,\"labelfont\",g);var m={family:f.font.family,size:Math.round(f.font.size/1.2),color:f.font.color};n.coerceFont(h,\"tickfont\",m)}},{\"../../components/colorscale/defaults\":653,\"../../components/colorscale/helpers\":654,\"../../lib\":778,\"../../plots/array_container_defaults\":822,\"../../plots/domain\":854,\"../parcoords/merge_length\":1157,\"./attributes\":1141}],1145:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1141,\"./base_plot\":1142,\"./calc\":1143,\"./defaults\":1144,\"./plot\":1147}],1146:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plot_api/plot_api\"),a=t(\"../../components/fx\"),o=t(\"../../lib\"),s=o.strTranslate,l=t(\"../../components/drawing\"),c=t(\"tinycolor2\"),u=t(\"../../lib/svg_text_utils\");function f(t,e,r,i){var a=t.map(R.bind(0,e,r)),c=i.selectAll(\"g.parcatslayer\").data([null]);c.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var f=c.selectAll(\"g.trace.parcats\").data(a,h),v=f.enter().append(\"g\").attr(\"class\",\"trace parcats\");f.attr(\"transform\",(function(t){return s(t.x,t.y)})),v.append(\"g\").attr(\"class\",\"paths\");var y=f.select(\"g.paths\").selectAll(\"path.path\").data((function(t){return t.paths}),h);y.attr(\"fill\",(function(t){return t.model.color}));var _=y.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",0);b(_),y.attr(\"d\",(function(t){return t.svgD})),_.empty()||y.sort(d),y.exit().remove(),y.on(\"mouseover\",g).on(\"mouseout\",m).on(\"click\",x),v.append(\"g\").attr(\"class\",\"dimensions\");var k=f.select(\"g.dimensions\").selectAll(\"g.dimension\").data((function(t){return t.dimensions}),h);k.enter().append(\"g\").attr(\"class\",\"dimension\"),k.attr(\"transform\",(function(t){return s(t.x,0)})),k.exit().remove();var M=k.selectAll(\"g.category\").data((function(t){return t.categories}),h),A=M.enter().append(\"g\").attr(\"class\",\"category\");M.attr(\"transform\",(function(t){return s(0,t.y)})),A.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),M.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})),w(A);var S=M.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h);S.each((function(){o.raiseToTop(this)})),S.attr(\"fill\",(function(t){return t.color}));var z=S.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);S.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),T(z),S.exit().remove(),A.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var O=e._fullLayout.paper_bgcolor;M.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return p(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",O+\" -1px  1px 2px, \"+O+\" 1px  1px 2px, \"+O+\"  1px -1px 2px, \"+O+\" -1px -1px 2px\").style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return p(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){l.font(n.select(this),t.parcatsViewModel.categorylabelfont),u.convertToTspans(n.select(this),e)})),A.append(\"text\").attr(\"class\",\"dimlabel\"),M.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){l.font(n.select(this),t.parcatsViewModel.labelfont)})),M.selectAll(\"rect.bandrect\").on(\"mouseover\",E).on(\"mouseout\",C),M.exit().remove(),k.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",L).on(\"drag\",I).on(\"dragend\",P)),f.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),f.exit().remove()}function h(t){return t.key}function p(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function d(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){o.raiseToTop(this),_(n.select(this));var e=v(t),r=y(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,s,l,u=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),g=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=u&&u<=t.leftXs[l+1]+2){var m=t.parcatsViewModel.dimensions[l],x=t.parcatsViewModel.dimensions[l+1];i=(m.x+m.width+x.x)/2,s=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,w=t.parcatsViewModel.y+s,T=c.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,M=k/t.parcatsViewModel.model.count,A={countLabel:k,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),C=n.mouse(f)[0];a.loneHover({trace:h,x:b-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:C<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:h._input,fullData:h,count:k,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function m(t){if(!t.parcatsViewModel.dragDimension&&(b(n.select(this)),a.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(d),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=v(t),r=y(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function v(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function y(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function x(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=v(t),r=y(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function b(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function _(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return c.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function w(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function T(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function k(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){k(t).each((function(t){Array.prototype.push.apply(l,v(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function A(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=k(i),l=[];s.each((function(t){Array.prototype.push.apply(l,v(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a=\"left\"):(i=c.left+c.width,a=\"right\");var g=u.model.count,m=u.model.categoryLabel,v=g/u.parcatsViewModel.model.count,y={countLabel:g,categoryLabel:m,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",y.countLabel].join(\" \")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+y.categoryLabel+\"):\",y.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", 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e=k(t);_(e),e.each((function(){o.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),M(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===l?e=S(r,s,this):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),u=n.select(r).datum(),f=u.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,g=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var m=f.model.categoryLabel,v=u.parcatsViewModel.model.count,y=0;u.categoryViewModel.bands.forEach((function(t){t.color===u.color&&(y+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===u.color&&(b+=t.model.count)}));var _=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:m,probabilityLabel:_.toFixed(3)},M=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&M.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(M.push(\"P(color \\u2229 \"+m+\"): \"+k.probabilityLabel),M.push(\"P(\"+m+\" | color): \"+w.toFixed(3)),M.push(\"P(color | \"+m+\"): \"+T.toFixed(3)));var A=M.join(\"<br>\"),S=c.mostReadable(u.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(g-e.top),text:A,color:u.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:m,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,s,this):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(S(t,e,this))})),i}(r,s,this)),e&&a.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r})}}function C(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(b(e.pathSelection),w(e.dimensionSelection.selectAll(\"g.category\")),T(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),a.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(d),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?A(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event)}}function L(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,a.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=a.categories,u=c[l-1],f=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}N(t.parcatsViewModel),B(t.parcatsViewModel),D(t.parcatsViewModel),O(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=z(t.parcatsViewModel),a=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==a[e]}));o&&a.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?A(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,N(t.parcatsViewModel),B(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){D(t.parcatsViewModel,!0),O(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&i.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function O(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),h),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function D(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),h);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),h);r(t.dimensionSelection).attr(\"transform\",(function(t){return s(t.x,0)})),r(i).attr(\"transform\",(function(t){return s(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return p(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return p(t)?t.width+5:-5})).each((function(t){var e,r;p(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h),l=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),T(l),a.each((function(){o.raiseToTop(this)})),a.exit().remove()}function R(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(c*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:i,x:h,y:p,width:u,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(N(g),B(g)),g}function F(t,e,r,i,a){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(a)),c.push(o(1-a));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+i+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+i)+\" \"+l[s]+\",\"+(e[s]+i)+\" \"+(t[s]+r[s])+\",\"+(e[s]+i),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function B(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),g=0;g<c.length;g++){var m,v=c[g];m=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=i[b][_],T=a[b];x[T]=n[T][w],n[T][w]+=m;var k=t.dimensions[T].categories[w],M=k.bands.length,A=k.bands[M-1];if(void 0===A||v.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:m,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[M-1];E.height+=m,E.count+=v.count}}y=\"hspline\"===t.pathShape?F(s,x,l,m,.5):F(s,x,l,m,0),h[g]={key:v.valueInds[0],model:v,height:m,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=h}function N(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var i=e[n].dimensionInd,a=t.model.dimensions[i];r.push(j(t,a))}t.dimensions=r}function j(t,e){var r,n=t.model.dimensions.length,i=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*i;var a,o,s,l,c,u=[],f=t.model.maxCats,h=e.categories.length,p=e.count,d=t.height-8*(f-1),g=8*(f-h)/2,m=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(m.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<h;c++)l=m[c].categoryInd,o=e.categories[l],a=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:a,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+a+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){f(r,t,n,e)}},{\"../../components/drawing\":665,\"../../components/fx\":683,\"../../lib\":778,\"../../lib/svg_text_utils\":802,\"../../plot_api/plot_api\":813,d3:169,tinycolor2:576}],1147:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,i){var a=t._fullLayout,o=a._paper,s=a._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,i)}},{\"./parcats\":1146}],1148:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/layout_attributes\"),a=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:a({editType:\"plot\"}),tickfont:a({editType:\"plot\"}),rangefont:a({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},i.tickvals,{editType:\"plot\"}),ticktext:s({},i.ticktext,{editType:\"plot\"}),tickformat:s({},i.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/plot_template\":816,\"../../plots/cartesian/layout_attributes\":841,\"../../plots/domain\":854,\"../../plots/font_attributes\":855}],1149:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"d3\"),a=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=t(\"../../lib\").strTranslate,c=n.bar.snapRatio;function u(t,e){return t*(1-c)+e*c}var f=n.bar.snapClose;function h(t,e){return t*(1-f)+e*f}function p(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var i=t?-1:1,a=0,o=e.length-1;if(i<0){var s=a;a=o,o=s}for(var l=e[a],c=l,f=a;i*f<i*o;f+=i){var p=f+i,d=e[p];if(i*r<i*h(l,d))return u(l,c);if(i*r<i*d||p===o)return u(d,l);c=l,l=d}}function d(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function g(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function m(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var 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k(t){t.on(\"mousemove\",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||y()})).call(i.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=_(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:a,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){w(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,y(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&A(r)):A(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var c=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||A(r),a.brushCallback(e),c?b(t.parentNode,s):(s(),b(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function M(t,e){return t[0]-e[0]}function A(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}e.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(M)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,a);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(d).call(g).style(\"pointer-events\",\"auto\").attr(\"transform\",l(0,n.verticalPadding)),e.call(k).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",(function(t){return t.height})).call(x);var i=t.selectAll(\".highlight\").data(o);i.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),i.attr(\"y1\",(function(t){return t.height})).call(x)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(M)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":778,\"../../lib/gup\":775,\"./constants\":1152,d3:169}],1150:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plots/get_data\").getModuleCalcData,a=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=i(t.calcdata,\"parcoords\")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcoords\"),a=e._has&&e._has(\"parcoords\");i&&!a&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":754,\"../../plots/get_data\":864,\"./plot\":1159,d3:169}],1151:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,i=t(\"../../components/colorscale\"),a=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return i.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../lib/gup\":775}],1152:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1153:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),f=t(\"./constants\").maxDimensionCount,h=t(\"./merge_length\");function p(t,e,r,i){function a(r,i){return n.coerce(t,e,c.dimensions,r,i)}var o=a(\"values\"),s=a(\"visible\");if(o&&o.length||(s=e.visible=!1),s){a(\"label\"),a(\"tickvals\"),a(\"ticktext\"),a(\"tickformat\");var f=a(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:f},l.setConvert(e._ax,i.layout),a(\"multiselect\");var h=a(\"constraintrange\");h&&(e.constraintrange=u.cleanRanges(h,e))}}e.exports=function(t,e,r,l){function u(r,i){return n.coerce(t,e,c,r,i)}var d=t.dimensions;Array.isArray(d)&&d.length>f&&(n.log(\"parcoords traces support up to \"+f+\" dimensions at the moment\"),d.splice(f));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),m=function(t,e,r,o,s){var l=s(\"line.color\",r);if(i(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),h(e,g,\"values\",m);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",v),n.coerceFont(u,\"tickfont\",v),n.coerceFont(u,\"rangefont\",v),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":653,\"../../components/colorscale/helpers\":654,\"../../lib\":778,\"../../plots/array_container_defaults\":822,\"../../plots/cartesian/axes\":827,\"../../plots/domain\":854,\"./attributes\":1148,\"./axisbrush\":1149,\"./constants\":1152,\"./merge_length\":1157}],1154:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":778}],1155:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1148,\"./base_plot\":1150,\"./calc\":1151,\"./defaults\":1153,\"./plot\":1159}],1156:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function f(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function h(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],f(t,a.scissorX,a.scissorY,a.scissorWidth,a.viewBoxSize[1])),r.clearOnly||(a.count=2*c,a.offset=2*l*n,e(a),l*n+c<i&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),i=0,a=0;a<e;a++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*a+l];63===l&&0===o&&(c*=-1),n[i++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function v(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function y(t,e,r,n,i,a,o,l,c,u,f,h,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===i?1:0,d[1][g]=g===a?1:0;var m=t.lines.canvasOverdrag,v=t.domain,y=t.canvasWidth,x=t.canvasHeight,b=t.deselectedLines.color;return s.extendFlat({key:f,resolution:[y,x],viewBoxPos:[o+m,l],viewBoxSize:[c,u],i0:i,i1:a,dim0A:d[0].slice(0,16),dim0B:d[0].slice(16,32),dim0C:d[0].slice(32,48),dim0D:d[0].slice(48,64),dim1A:d[1].slice(0,16),dim1B:d[1].slice(16,32),dim1C:d[1].slice(32,48),dim1D:d[1].slice(48,64),drwLayer:h,contextColor:[b[0]/255,b[1]/255,b[2]/255,b[3]<1?b[3]:Math.max(1/255,Math.pow(1/t.lines.color.length,1/3))],scissorX:(n===e?0:o+m)+(t.pad.l-m)+t.layoutWidth*v.x[0],scissorWidth:(n===r?y-o+m:c+.5)+(n===e?o+m:0),scissorY:l+t.pad.b+t.layoutHeight*v.y[0],scissorHeight:u,viewportX:t.pad.l-m+t.layoutWidth*v.x[0],viewportY:t.pad.b+t.layoutHeight*v.y[0],viewportWidth:y,viewportHeight:x},p)}function x(t){var e=Math.max(0,Math.floor(2047*t[0]),0),r=Math.min(2047,Math.ceil(2047*t[1]),2047);return[Math.min(e,r),Math.max(e,r)]}e.exports=function(t,e){var r,n,l,m,b,_=e.context,w=e.pick,T=e.regl,k={currentRafs:{},drawCompleted:!0,clearOnly:!1},M=function(t){for(var e={},r=0;r<=o;r+=4)e[v(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),A=T.texture(u),S=[];C(e);var E=T({profile:!1,blend:{enable:_,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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n=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,a=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:i({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":642,\"../../lib/extend\":768,\"../../plots/attributes\":823,\"../../plots/domain\":854,\"../../plots/font_attributes\":855,\"../../plots/template_attributes\":905}],1161:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{\"../../plots/plots\":890}],1162:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"tinycolor2\"),a=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}e.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(c=new Array(h),r=0;r<h;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<h;r++){var y,x,b;if(p){if(y=f[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(m+=y),a.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(i=a[_]).v+=y,i.pts.push(r),i.hidden||(m+=y),!1===i.color&&u[r]&&(i.color=g(u[r],x)))}return(\"funnelarea\"===e.type?v:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=m),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var c=0,u=0;u<i.length;u++){var f=i[u];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[c%a.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":643,\"fast-isnumeric\":241,tinycolor2:576}],1163:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c(\"labels\"),c(\"values\")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),f){e._length=f,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var h,p=c(\"text\"),d=c(\"texttemplate\");if(d||(h=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||h&&\"none\"!==h){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),i.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":778,\"../../plots/domain\":854,\"../bar/defaults\":924,\"./attributes\":1160,\"fast-isnumeric\":241}],1164:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":679}],1165:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},{\"../../lib\":778}],1166:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1160,\"./base_plot\":1161,\"./calc\":1162,\"./defaults\":1163,\"./layout_attributes\":1167,\"./layout_defaults\":1168,\"./plot\":1169,\"./style\":1170,\"./style_one\":1171}],1167:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1168:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":778,\"./layout_attributes\":1167}],1169:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../plots/plots\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=l.strScale,u=l.strTranslate,f=t(\"../../lib/svg_text_utils\"),h=t(\"../bar/uniform_text\"),p=h.recordMinTextSize,d=h.clearMinTextSize,g=t(\"../bar/constants\").TEXTPAD,m=t(\"./helpers\"),v=t(\"./event_data\"),y=t(\"../../lib\").isValidTextValue;function x(t,e,r){var i=r[0],o=i.trace,s=i.cx,c=i.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var f=u.hoverinfo;if(Array.isArray(f)&&(f=a.castHoverinfo({hoverinfo:[m.castOption(f,t.pts)],_module:o._module},r,0)),\"all\"===f&&(f=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==f&&\"skip\"!==f&&f){var h=t.rInscribed||0,p=s+t.pxmid[0]*(1-h),d=c+t.pxmid[1]*(1-h),g=r.separators,y=[];if(f&&-1!==f.indexOf(\"label\")&&y.push(t.label),t.text=m.castOption(u.hovertext||u.text,t.pts),f&&-1!==f.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=m.formatPieValue(t.v,g),f&&-1!==f.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=m.formatPiePercent(t.percent,g),f&&-1!==f.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;a.loneHover({trace:o,x0:p-h*i.r,x1:p+h*i.r,y:d,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==f.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:m.castOption(b.bgcolor,t.pts)||t.color,borderColor:m.castOption(b.bordercolor,t.pts),fontFamily:m.castOption(_.family,t.pts),fontSize:m.castOption(_.size,t.pts),fontColor:m.castOption(_.color,t.pts),nameLength:m.castOption(b.namelength,t.pts),textAlign:m.castOption(b.align,t.pts),hovertemplate:m.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[v(t,u)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[v(s,i)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=m.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=m.castOption(t._input.textfont.color,e.pts));var i=m.castOption(t.insidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.insidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f=\"horizontal\"===u,h=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a=\"tan\"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(a)}};if(f||h){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(f||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;g.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a));for(var x=0,b=0,_=0;_<g.length;_++){var w=g[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return g[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:M(a,o/e),rotate:A(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:M(a,o/e),rotate:A(i+Math.PI/2)}}function M(t,e){return Math.cos(e)-t*e}function A(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function C(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function L(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=P(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?f*=2:-1!==a.title.position.indexOf(\"right\")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=I(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function I(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function P(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function z(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=I(i,e));var c=s/2,u=l/2;\"funnelarea\"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+P(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=I(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function O(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},f=u(\"label\"),h=u(\"text\"),p=u(\"value\"),d=u(\"percent\"),g=n.separators;if(s=f?[e.label]:[],h){var v=m.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(m.formatPieValue(e.v,g)),d&&s.push(m.formatPiePercent(e.v/r.vTotal,g)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:m.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:m.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=m.getFirstFilled(i.text,e.pts);(y(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d(\"pie\",r),_(e,t),z(e,a);var h=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var h=n.select(this),d=e[0],g=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=m.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=O(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=O(a,s),r.midangle=s,s+=l*r.v/2,n=O(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr(\"stroke-linejoin\",\"round\"),h.each((function(){var v=n.select(this).selectAll(\"g.slice\").data(e);v.enter().append(\"g\").classed(\"slice\",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=g.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll(\"path.surface\").data([i]);if(h.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),u.call(x,t,e),g.pull){var v=+m.castOption(g.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=g.hole;if(i.v===d.vTotal){var k=\"M\"+(o+i.px0[0])+\",\"+(c+i.px0[1])+L(i.px0,i.pxmid,!0,1)+L(i.pxmid,i.px0,!0,1)+\"Z\";T?h.attr(\"d\",\"M\"+(o+T*i.px0[0])+\",\"+(c+T*i.px0[1])+L(i.px0,i.pxmid,!1,T)+L(i.pxmid,i.px0,!1,T)+\"Z\"+k):h.attr(\"d\",k)}else{var M=L(i.px0,i.px1,!0,1);if(T){var A=1-T;h.attr(\"d\",\"M\"+(o+T*i.px1[0])+\",\"+(c+T*i.px1[1])+L(i.px1,i.px0,!1,T)+\"l\"+A*i.px0[0]+\",\"+A*i.px0[1]+M+\"Z\")}else h.attr(\"d\",\"M\"+o+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+M+\"Z\")}D(t,i,d);var S=m.castOption(g.textposition,i.pts),E=u.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==S?[0]:[]);E.enter().append(\"g\").classed(\"slicetext\",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===S?function(t,e,r){var n=m.castOption(t.outsidetextfont.color,e.pts)||m.castOption(t.textfont.color,e.pts)||r.color,i=m.castOption(t.outsidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.outsidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(g,i,r.font):b(g,i,r.font));u.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if(\"outside\"===S)v=C(y,i);else if(v=w(y,i,d),\"auto\"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,g.outsidetextfont);u.call(s.font,x),v=C(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:O(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var M=v.targetY;i.yLabelMin=M-y.height/2,i.yLabelMid=M,i.yLabelMax=M+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(g.type,v,r),e[a].transform=v,u.attr(\"transform\",l.getTextTransform(v))}))}function L(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*d.r+\",\"+n*d.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var T=n.select(this).selectAll(\"g.titletext\").data(g.title.text?[0]:[]);if(T.enter().append(\"g\").classed(\"titletext\",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=g.title.text;g._meta&&(i=l.templateString(i,g._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,g.title.font).call(f.convertToTspans,t),e=\"middle center\"===g.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(d):L(d,a),r.attr(\"transform\",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),_&&function(t,e){var r,n,i,a,o,s,l,c,u,f,h,p,d;function g(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var i,c,u,h,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),d=n?t.yLabelMin:t.yLabelMax,g=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-d;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<f.length;c++)(u=f[c])===t||(m.castOption(e.pull,t.pts)||0)>=(m.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-d-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(g+t.labelExtraY-v)*l>0&&(i=3*s*Math.abs(c-f.indexOf(t)),(h=u.cxFinal+a(u.px0[0],u.px1[0])+i-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=h)))}for(n=0;n<2;n++)for(i=n?g:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(a=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(i),u=t[1-n][r],f=u.concat(c),p=[],h=0;h<c.length;h++)void 0!==c[h].yLabelMid&&p.push(c[h]);for(d=!1,h=0;n&&h<u.length;h++)if(void 0!==u[h].yLabelMid){d=u[h];break}for(h=0;h<p.length;h++){var x=h&&p[h-1];d&&!h&&(x=d),y(p[h],x)}}}(y,g),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var i=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,i.attr(\"transform\",l.getTextTransform(t.transform));var a=t.cxFinal+t.pxmid[0],s=\"M\"+a+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(f)?s+=\"l\"+f*t.pxmid[0]/t.pxmid[1]+\",\"+f+\"H\"+(a+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(f-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(v,g),_&&g.automargin){var k=s.bBox(h.node()),M=g.domain,A=a.w*(M.x[1]-M.x[0]),S=a.h*(M.y[1]-M.y[0]),E=(.5*A-d.r)/a.w,I=(.5*S-d.r)/a.h;i.autoMargin(t,\"pie.\"+g.uid+\".automargin\",{xl:M.x[0]-E,xr:M.x[1]+E,yb:M.y[0]-I,yt:M.y[1]+I,l:Math.max(d.cx-d.r-k.left,0),r:Math.max(k.right-(d.cx+d.r),0),b:Math.max(k.bottom-(d.cy+d.r),0),t:Math.max(d.cy-d.r-k.top,0),pad:5})}}))}));setTimeout((function(){h.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:D,transformInsideText:w,determineInsideTextFont:b,positionTitleOutside:L,prerenderTitles:_,layoutAreas:z,attachFxHandlers:x,computeTransform:R}},{\"../../components/color\":643,\"../../components/drawing\":665,\"../../components/fx\":683,\"../../lib\":778,\"../../lib/svg_text_utils\":802,\"../../plots/plots\":890,\"../bar/constants\":922,\"../bar/uniform_text\":936,\"./event_data\":1164,\"./helpers\":1165,d3:169}],1170:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"./style_one\"),a=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");a(t,e,\"pie\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(i,t,e)}))}))}},{\"../bar/uniform_text\":936,\"./style_one\":1171,d3:169}],1171:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"./helpers\").castOption;e.exports=function(t,e,r){var a=r.marker.line,o=i(a.color,e.pts)||n.defaultLine,s=i(a.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":643,\"./helpers\":1165}],1172:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":1186}],1173:[function(t,e,r){\"use strict\";var n=t(\"gl-pointcloud2d\"),i=t(\"../../lib/str2rgbarray\"),a=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,f=this.pickXYData=t.xy,h=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(f){if(n=f,e=f.length>>>1,h)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new Int32Array(e),l=0;l<e;l++)o=c[l],s=u[l],r[l]=l,n[2*l]=o,n[2*l+1]=s,o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);this.idToIndex=r,this.pointcloudOptions.idToIndex=r,this.pointcloudOptions.positions=n;var g=i(t.marker.color),m=i(t.marker.border.color),v=t.opacity*t.marker.opacity;g[3]*=v,this.pointcloudOptions.color=g;var y=t.marker.blend;if(null===y){y=c.length<100||u.length<100}this.pointcloudOptions.blend=y,m[3]*=v,this.pointcloudOptions.borderColor=m;var x=t.marker.sizemin,b=Math.max(t.marker.sizemax,t.marker.sizemin);this.pointcloudOptions.sizeMin=x,this.pointcloudOptions.sizeMax=b,this.pointcloudOptions.areaRatio=t.marker.border.arearatio,this.pointcloud.update(this.pointcloudOptions);var _=this.scene.xaxis,w=this.scene.yaxis,T=b/2||.5;t._extremes[_._id]=a(_,[d[0],d[2]],{ppad:T}),t._extremes[w._id]=a(w,[d[1],d[3]],{ppad:T})},l.dispose=function(){this.pointcloud.dispose()},e.exports=function(t,e){var r=new s(t,e.uid);return r.update(e),r}},{\"../../lib/str2rgbarray\":801,\"../../plots/cartesian/autorange\":826,\"../scatter/get_trace_color\":1196,\"gl-pointcloud2d\":324}],1174:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\");e.exports=function(t,e,r){function a(r,a){return n.coerce(t,e,i,r,a)}a(\"x\"),a(\"y\"),a(\"xbounds\"),a(\"ybounds\"),t.xy&&t.xy instanceof Float32Array&&(e.xy=t.xy),t.indices&&t.indices instanceof Int32Array&&(e.indices=t.indices),a(\"text\"),a(\"marker.color\",r),a(\"marker.opacity\"),a(\"marker.blend\"),a(\"marker.sizemin\"),a(\"marker.sizemax\"),a(\"marker.border.color\",r),a(\"marker.border.arearatio\"),e._length=null}},{\"../../lib\":778,\"./attributes\":1172}],1175:[function(t,e,r){\"use 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n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../components/color/attributes\"),o=t(\"../../components/fx/attributes\"),s=t(\"../../plots/domain\").attributes,l=t(\"../../plots/template_attributes\").hovertemplateAttrs,c=t(\"../../components/colorscale/attributes\"),u=t(\"../../plot_api/plot_template\").templatedArray,f=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll;t(\"../../constants/docs\").FORMAT_LINK;(e.exports=h({hoverinfo:f({},i.hoverinfo,{flags:[],arrayOk:!1}),hoverlabel:o.hoverlabel,domain:s({name:\"sankey\",trace:!0}),orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"h\"},valueformat:{valType:\"string\",dflt:\".3s\"},valuesuffix:{valType:\"string\",dflt:\"\"},arrangement:{valType:\"enumerated\",values:[\"snap\",\"perpendicular\",\"freeform\",\"fixed\"],dflt:\"snap\"},textfont:n({}),customdata:void 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o=n[t=i[w]],s=0,l={};for(T=0;T<o.length;T++)l[(e=o[T]).label]||(l[e.label]=0),l[e.label]+=e.value,s+=e.value;for(T=0;T<o.length;T++)(e=o[T]).flow={value:s,labelConcentration:l[e.label]/s,concentration:e.value/s,links:o},e.concentrationscale&&(e.color=a(e.concentrationscale(e.flow.labelConcentration)))}var c=0;for(w=0;w<r.sourceLinks.length;w++)c+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/c;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),s.node.x.length&&s.node.y.length){for(_=0;_<Math.min(s.node.x.length,s.node.y.length,k.nodes.length);_++)if(s.node.x[_]&&s.node.y[_]){var C=[s.node.x[_]*g,s.node.y[_]*v];k.nodes[_].x0=C[0]-d/2,k.nodes[_].x1=C[0]+d/2;var L=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=C[1]-L/2,k.nodes[_].y1=C[1]+L/2}if(\"snap\"===s.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(y=k.nodes));i.update(k)}return{circular:b,key:r,trace:s,guid:f.randstr(),horizontal:h,width:g,height:v,nodePad:s.node.pad,nodeLineColor:s.node.line.color,nodeLineWidth:s.node.line.width,linkLineColor:s.link.line.color,linkLineWidth:s.link.line.width,valueFormat:s.valueformat,valueSuffix:s.valuesuffix,textFont:s.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:h?v:g,dragPerpendicular:h?g:v,arrangement:s.arrangement,sankey:i,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function b(t,e,r){var n=a(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:_,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function _(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,i=t.link.source.x1,a=t.link.target.x0,o=v(i,a),s=o(.5),l=o(.5),c=t.link.y0-t.link.width/2,u=t.link.y0+t.link.width/2,f=t.link.y1-t.link.width/2,h=t.link.y1+t.link.width/2;return\"M\"+i+\",\"+c+\"C\"+s+\",\"+c+\" \"+l+\",\"+f+\" \"+a+\",\"+f+\"L\"+a+\",\"+h+\"C\"+l+\",\"+h+\" \"+s+\",\"+u+\" \"+i+\",\"+u+\"Z\"}}function w(t,e){var r=a(e.color),i=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=f.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-i,zoneY:-s,zoneWidth:l+2*i,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}function T(t){t.attr(\"transform\",(function(t){return h(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function k(t){t.call(T)}function M(t,e){t.call(k),e.attr(\"d\",_())}function A(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function S(t){return t.link.width>1||t.linkLineWidth>0}function E(t){return h(t.translateX,t.translateY)+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function C(t){return h(t.horizontal?0:t.labelY,t.horizontal?t.labelY:0)}function L(t){return i.svg.line()([[t.horizontal?t.left?-t.sizeAcross:t.visibleWidth+n.nodeTextOffsetHorizontal:n.nodeTextOffsetHorizontal,0],[t.horizontal?t.left?-n.nodeTextOffsetHorizontal:t.sizeAcross:t.visibleHeight-n.nodeTextOffsetHorizontal,0]])}function I(t){return t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\"}function P(t){return t.horizontal?\"scale(1 1)\":\"scale(-1 1)\"}function z(t){return t.darkBackground&&!t.horizontal?\"rgb(255,255,255)\":\"rgb(0,0,0)\"}function O(t){return t.horizontal&&t.left?\"100%\":\"0%\"}function D(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function R(t,e,r,a){var o=i.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(i){if(\"fixed\"!==i.arrangement&&(f.ensureSingle(a._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){a._fullLayout._dragCover=t})),f.raiseToTop(this),i.interactionState.dragInProgress=i.node,B(i.node),i.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,i.interactionState.hovered),i.interactionState.hovered=!1),\"snap\"===i.arrangement)){var o=i.traceId+\"|\"+i.key;i.forceLayouts[o]?i.forceLayouts[o].alpha(1):function(t,e,r,i){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var a=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=u.forceSimulation(a).alphaDecay(0).force(\"collide\",u.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(n.forceIterations)).force(\"constrain\",function(t,e,r,i){return function(){for(var t=0,a=0;a<r.length;a++){var o=r[a];o===i.interactionState.dragInProgress?(o.x=o.lastDraggedX,o.y=o.lastDraggedY):(o.vx=(o.originalX-o.x)/n.forceTicksPerFrame,o.y=Math.min(i.size-o.dy/2,Math.max(o.dy/2,o.y))),t=Math.max(t,Math.abs(o.vx),Math.abs(o.vy))}!i.interactionState.dragInProgress&&t<.1&&i.forceLayouts[e].alpha()>0&&i.forceLayouts[e].alpha(0)}}(0,e,a,r)).stop()}(0,o,i),function(t,e,r,i,a){window.requestAnimationFrame((function o(){var s;for(s=0;s<n.forceTicksPerFrame;s++)r.forceLayouts[i].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),M(t.filter(N(r)),e),r.forceLayouts[i].alpha()>0)window.requestAnimationFrame(o);else{var l=r.node.originalX;r.node.x0=l-r.visibleWidth/2,r.node.x1=l+r.visibleWidth/2,F(r,a)}}))}(t,e,i,o,a)}})).on(\"drag\",(function(r){if(\"fixed\"!==r.arrangement){var n=i.event.x,a=i.event.y;\"snap\"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=a-r.visibleHeight/2,r.node.y1=a+r.visibleHeight/2):(\"freeform\"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),a=Math.max(0,Math.min(r.size-r.visibleHeight/2,a)),r.node.y0=a-r.visibleHeight/2,r.node.y1=a+r.visibleHeight/2),B(r.node),\"snap\"!==r.arrangement&&(r.sankey.update(r.graph),M(t.filter(N(r)),e))}})).on(\"dragend\",(function(t){if(\"fixed\"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;\"snap\"!==t.arrangement&&F(t,a)}}));t.on(\".drag\",null).call(o)}function F(t,e){for(var r=[],n=[],i=0;i<t.graph.nodes.length;i++){var a=(t.graph.nodes[i].x0+t.graph.nodes[i].x1)/2,o=(t.graph.nodes[i].y0+t.graph.nodes[i].y1)/2;r.push(a/t.figure.width),n.push(o/t.figure.height)}y.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function B(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function N(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,l,c){var u=!1;f.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){u=!0}));var h=t._fullLayout._dragCover,p=r.filter((function(t){return m(t).trace.visible})).map(x.bind(null,l)),v=e.selectAll(\".\"+n.cn.sankey).data(p,d);v.exit().remove(),v.enter().append(\"g\").classed(n.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",\"auto\").attr(\"transform\",E),v.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;f.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=i.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),v.transition().ease(n.ease).duration(n.duration).attr(\"transform\",E);var y=v.selectAll(\".\"+n.cn.sankeyLinks).data(g,d);y.enter().append(\"g\").classed(n.cn.sankeyLinks,!0).style(\"fill\",\"none\");var k=y.selectAll(\".\"+n.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(b.bind(null,t))}),d);k.enter().append(\"path\").classed(n.cn.sankeyLink,!0).call(D,v,c.linkEvents),k.style(\"stroke\",(function(t){return S(t)?o.tinyRGB(a(t.linkLineColor)):t.tinyColorHue})).style(\"stroke-opacity\",(function(t){return S(t)?o.opacity(t.linkLineColor):t.tinyColorAlpha})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})).style(\"stroke-width\",(function(t){return S(t)?t.linkLineWidth:1})).attr(\"d\",_()),k.style(\"opacity\",(function(){return t._context.staticPlot||u||h?1:0})).transition().ease(n.ease).duration(n.duration).style(\"opacity\",1),k.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var M=v.selectAll(\".\"+n.cn.sankeyNodeSet).data(g,d);M.enter().append(\"g\").classed(n.cn.sankeyNodeSet,!0),M.style(\"cursor\",(function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}}));var F=M.selectAll(\".\"+n.cn.sankeyNode).data((function(t){var e=t.graph.nodes;return function(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=(t[e].x0+t[e].x1)/2,t[e].originalY=(t[e].y0+t[e].y1)/2,-1===r.indexOf(t[e].originalX)&&r.push(t[e].originalX);for(r.sort((function(t,e){return t-e})),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}(e),e.map(w.bind(null,t))}),d);F.enter().append(\"g\").classed(n.cn.sankeyNode,!0).call(T).style(\"opacity\",(function(e){return!t._context.staticPlot&&!u||e.partOfGroup?0:1})),F.call(D,v,c.nodeEvents).call(R,k,c,t),F.transition().ease(n.ease).duration(n.duration).call(T).style(\"opacity\",(function(t){return t.partOfGroup?0:1})),F.exit().transition().ease(n.ease).duration(n.duration).style(\"opacity\",0).remove();var B=F.selectAll(\".\"+n.cn.nodeRect).data(g);B.enter().append(\"rect\").classed(n.cn.nodeRect,!0).call(A),B.style(\"stroke-width\",(function(t){return t.nodeLineWidth})).style(\"stroke\",(function(t){return o.tinyRGB(a(t.nodeLineColor))})).style(\"stroke-opacity\",(function(t){return o.opacity(t.nodeLineColor)})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),B.transition().ease(n.ease).duration(n.duration).call(A);var N=F.selectAll(\".\"+n.cn.nodeCapture).data(g);N.enter().append(\"rect\").classed(n.cn.nodeCapture,!0).style(\"fill-opacity\",0),N.attr(\"x\",(function(t){return t.zoneX})).attr(\"y\",(function(t){return t.zoneY})).attr(\"width\",(function(t){return t.zoneWidth})).attr(\"height\",(function(t){return t.zoneHeight}));var 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n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/template_attributes\").texttemplateAttrs,s=t(\"../../components/colorscale/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=n.marker,u=n.line,f=c.line;e.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:u.color,width:u.width,dash:u.dash,shape:l({},u.shape,{values:[\"linear\",\"spline\"]}),smoothing:u.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:c.symbol,opacity:c.opacity,maxdisplayed:c.maxdisplayed,size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:c.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},{\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plots/attributes\":823,\"../../plots/template_attributes\":905,\"../scatter/attributes\":1186}],1221:[function(t,e,r){\"use 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n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,h,p),l(t,e,p),p(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,p,{gradient:!0}),a.hasText(e)&&c(t,e,h,p);var v=[];(a.hasMarkers(e)||a.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),a.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":778,\"../scatter/constants\":1190,\"../scatter/fillcolor_defaults\":1194,\"../scatter/line_defaults\":1199,\"../scatter/line_shape_defaults\":1201,\"../scatter/marker_defaults\":1205,\"../scatter/subtypes\":1211,\"../scatter/text_defaults\":1212,\"./attributes\":1220}],1223:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){var a=n[i];return t.a=a.a,t.b=a.b,t.y=a.y,t}},{}],1224:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,i=n.ab2ij([t.a,t.b]),a=Math.floor(i[0]),o=i[0]-a,s=Math.floor(i[1]),l=i[1]-s,c=n.evalxy([],a,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1225:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\"),i=t(\"../../lib\").fillText;e.exports=function(t,e,r,a){var o=n(t,e,r,a);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,f=c-u;return s.x0=Math.max(Math.min(s.x0,f),u),s.x1=Math.max(Math.min(s.x1,f),u),o}var h=s.cd[s.index];s.a=h.a,s.b=h.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,g=p._module.formatLabels(h,p);s.yLabel=g.yLabel,delete s.text;var m=[];if(!p.hovertemplate){var v=(h.hi||p.hoverinfo).split(\"+\");-1!==v.indexOf(\"all\")&&(v=[\"a\",\"b\",\"text\"]),-1!==v.indexOf(\"a\")&&y(d.aaxis,h.a),-1!==v.indexOf(\"b\")&&y(d.baxis,h.b),m.push(\"y: \"+s.yLabel),-1!==v.indexOf(\"text\")&&i(h,p,m),s.extraText=m.join(\"<br>\")}return o}function y(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,m.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},{\"../../lib\":778,\"../scatter/hover\":1197}],1226:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),style:t(\"../scatter/style\").style,styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../scatter/select\"),eventData:t(\"./event_data\"),moduleType:\"trace\",name:\"scattercarpet\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"svg\",\"carpet\",\"symbols\",\"showLegend\",\"carpetDependent\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":840,\"../scatter/marker_colorbar\":1204,\"../scatter/select\":1208,\"../scatter/style\":1210,\"./attributes\":1220,\"./calc\":1221,\"./defaults\":1222,\"./event_data\":1223,\"./format_labels\":1224,\"./hover\":1225,\"./plot\":1227}],1227:[function(t,e,r){\"use strict\";var n=t(\"../scatter/plot\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../components/drawing\");e.exports=function(t,e,r,o){var s,l,c,u=r[0][0].carpet,f={xaxis:i.getFromId(t,u.xaxis||\"x\"),yaxis:i.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,f,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),a.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":665,\"../../plots/cartesian/axes\":827,\"../scatter/plot\":1207}],1228:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,f=a.marker,h=a.line,p=f.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f(\"locations\");if(p&&p.length){var d,g=f(\"geojson\");(\"string\"==typeof g&&\"\"!==g||n.isPlainObject(g))&&(d=\"geojson-id\"),\"geojson-id\"===f(\"locationmode\",d)&&f(\"featureidkey\"),h=p.length}else{var m=f(\"lon\")||[],v=f(\"lat\")||[];h=Math.min(m.length,v.length)}h?(e._length=h,f(\"text\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"mode\"),i.hasLines(e)&&(o(t,e,r,u,f),f(\"connectgaps\")),i.hasMarkers(e)&&a(t,e,r,u,f,{gradient:!0}),i.hasText(e)&&(f(\"texttemplate\"),s(t,e,u,f)),f(\"fill\"),\"none\"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)):e.visible=!1}},{\"../../lib\":778,\"../scatter/fillcolor_defaults\":1194,\"../scatter/line_defaults\":1199,\"../scatter/marker_defaults\":1205,\"../scatter/subtypes\":1211,\"../scatter/text_defaults\":1212,\"./attributes\":1228}],1231:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var a=n[i];return a.fIn&&a.fIn.properties&&(t.properties=a.fIn.properties),t}},{}],1232:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var i={},a=r[e.geo]._subplot.mockAxis,o=t.lonlat;return i.lonLabel=n.tickText(a,a.c2l(o[0]),!0).text,i.latLabel=n.tickText(a,a.c2l(o[1]),!0).text,i}},{\"../../plots/cartesian/axes\":827}],1233:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx\"),i=t(\"../../constants/numerical\").BADNUM,a=t(\"../scatter/get_trace_color\"),o=t(\"../../lib\").fillText,s=t(\"./attributes\");e.exports=function(t,e,r){var l=t.cd,c=l[0].trace,u=t.xa,f=t.ya,h=t.subplot,p=h.projection.isLonLatOverEdges,d=h.project;if(n.getClosest(l,(function(t){var n=t.lonlat;if(n[0]===i)return 1/0;if(p(n))return 1/0;var a=d(n),o=d([e,r]),s=Math.abs(a[0]-o[0]),l=Math.abs(a[1]-o[1]),c=Math.max(3,t.mrc||0);return Math.max(Math.sqrt(s*s+l*l)-c,1-3/c)}),t),!1!==t.index){var g=l[t.index],m=g.lonlat,v=[u.c2p(m),f.c2p(m)],y=g.mrc||1;t.x0=v[0]-y,t.x1=v[0]+y,t.y0=v[1]-y,t.y1=v[1]+y,t.loc=g.loc,t.lon=m[0],t.lat=m[1];var x={};x[c.geo]={_subplot:h};var b=c._module.formatLabels(g,c,x);return 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T=y-_,k=y+w;p[v+u[0]]=x-i.c2l(T),p[v+u[1]]=i.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}h[a]={positions:r,errors:p,_bnds:[d,g]}}}return p(i,l),p(a,u),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var u=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(c)?c.length>1?c[i]:c[0]:c,g=m[p],v=m[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[i]=[g*y/h,x/h]}}return o}}},{\"../../components/drawing\":665,\"../../components/fx/helpers\":679,\"../../constants/interactions\":752,\"../../lib\":778,\"../../lib/gl_format_color\":774,\"../../plots/cartesian/axis_ids\":830,\"../../registry\":910,\"../scatter/make_bubble_size_func\":1203,\"../scatter/subtypes\":1211,\"./constants\":1240,\"./helpers\":1245,\"color-normalize\":125,\"fast-isnumeric\":241,\"svg-path-sdf\":574}],1242:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/period_defaults\"),f=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),p=t(\"../scatter/fillcolor_defaults\"),d=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,g){function m(r,i){return n.coerce(t,e,o,r,i)}var v=!!t.marker&&a.isOpenSymbol(t.marker.symbol),y=l.isBubble(t),x=c(t,e,g,m);if(x){u(t,e,g,m);var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";m(\"text\"),m(\"hovertext\"),m(\"hovertemplate\"),m(\"mode\",b),l.hasLines(e)&&(m(\"connectgaps\"),h(t,e,r,g,m),m(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,g,m),m(\"marker.line.width\",v||y?1:0)),l.hasText(e)&&(m(\"texttemplate\"),d(t,e,g,m));var _=(e.line||{}).color,w=(e.marker||{}).color;m(\"fill\"),\"none\"!==e.fill&&p(t,e,r,m);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,m)}else e.visible=!1}},{\"../../lib\":778,\"../../registry\":910,\"../scatter/constants\":1190,\"../scatter/fillcolor_defaults\":1194,\"../scatter/line_defaults\":1199,\"../scatter/marker_defaults\":1205,\"../scatter/period_defaults\":1206,\"../scatter/subtypes\":1211,\"../scatter/text_defaults\":1212,\"../scatter/xy_defaults\":1213,\"./attributes\":1238,\"./helpers\":1245}],1243:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;m.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(m)}}},{\"../../components/color\":643,\"../../constants/interactions\":752,\"../../lib\":778}],1244:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},{\"../scatter/format_labels\":1195}],1245:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1240}],1246:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var g=d&&d.line;g&&(h.mlc=Array.isArray(g.color)?g.color[f]:g.color,h.mlw=i.isArrayOrTypedArray(g.width)?g.width[f]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(h.mgt=Array.isArray(m.type)?m.type[f]:m.type,h.mgc=Array.isArray(m.color)?m.color[f]:m.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,M=o._origY,A=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:M?M[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?A.text=h.htx:h.tx?A.text=h.tx:o.text&&(A.text=o.text),i.fillText(h,o,A),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,A),A}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d=t.cd,g=d[0].t,m=d[0].trace,v=t.xa,y=t.ya,x=g.x,b=g.y,_=v.c2p(e),w=y.c2p(r),T=t.distance;if(g.tree){var k=v.p2c(_-T),M=v.p2c(_+T),A=y.p2c(w-T),S=y.p2c(w+T);i=\"x\"===n?g.tree.range(Math.min(k,M),Math.min(y._rl[0],y._rl[1]),Math.max(k,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(k,M),Math.min(A,S),Math.max(k,M),Math.max(A,S))}else i=g.ids;var E=T;if(\"x\"===n)for(c=0;c<i.length;c++)s=x[i[c]],(u=Math.abs(v.c2p(s)-_))<E&&(E=u,f=y.c2p(b[i[c]])-w,p=Math.sqrt(u*u+f*f),a=i[c]);else for(c=i.length-1;c>-1;c--)s=x[i[c]],l=b[i[c]],u=v.c2p(s)-_,f=y.c2p(l)-w,(h=Math.sqrt(u*u+f*f))<E&&(E=p=h,a=i[c]);return t.index=a,t.distance=E,t.dxy=p,void 0===a?[t]:[o(t,x,b,m)]},calcHover:o}},{\"../../lib\":778,\"../../registry\":910,\"../scatter/get_trace_color\":1196}],1247:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":840,\"../scatter/cross_trace_defaults\":1192,\"../scatter/marker_colorbar\":1204,\"./attributes\":1238,\"./calc\":1239,\"./defaults\":1242,\"./format_labels\":1244,\"./hover\":1246,\"./plot\":1248,\"./select\":1250}],1248:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"regl-line2d\"),a=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),f=t(\"../scatter/link_traces\"),h=t(\"./edit_style\").styleTextSelection;function p(t,e,r){var n=t._size,i=t.width,a=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,i-n.r-(1-e.domain[1])*n.w,a-n.t-(1-r.domain[1])*n.h]}e.exports=function(t,e,r){if(r.length){var d,g,m=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var b=v.count,_=m._glcanvas.data()[0].regl;if(f(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=a(_)),!0===v.line2d&&(v.line2d=i(_)),!0===v.scatter2d&&(v.scatter2d=n(_,{constPointSize:!0})),!0===v.fill2d&&(v.fill2d=i(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new o(_))}else if(b<v.glText.length){var T=v.glText.length-b;v.glText.splice(b,T).forEach((function(t){t.destroy()}))}for(d=0;d<b;d++)v.glText[d].update(v.textOptions[d])}if(v.line2d&&(v.line2d.update(v.lineOptions),v.lineOptions=v.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),v.line2d.update(v.lineOptions)),v.error2d){var k=(v.errorXOptions||[]).concat(v.errorYOptions||[]);v.error2d.update(k)}v.scatter2d&&v.scatter2d.update(v.markerOptions),v.fillOrder=s.repeat(null,b),v.fill2d&&(v.fillOptions=v.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=v.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(v.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if(\"tozerox\"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],i=0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var g=s._nexttrace;if(g){var m=v.lineOptions[e+1];if(m){var y=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(y.length/2);e--;){var x=y[2*e],b=y[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=g.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=v.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<_.length;a+=2)(isNaN(_[a])||isNaN(_[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),v.fill2d.update(v.fillOptions))}var M=m.dragmode,A=l(M),S=m.clickmode.indexOf(\"select\")>-1;for(d=0;d<b;d++){var E=r[d][0],C=E.trace,L=E.t,I=L.index,P=C._length,z=L.x,O=L.y;if(C.selectedpoints||A||S){if(A||(A=!0),C.selectedpoints){var D=v.selectBatch[I]=s.selIndices2selPoints(C),R={};for(g=0;g<D.length;g++)R[D[g]]=1;var F=[];for(g=0;g<P;g++)R[g]||F.push(g);v.unselectBatch[I]=F}var B=L.xpx=new Array(P),N=L.ypx=new Array(P);for(g=0;g<P;g++)B[g]=y.c2p(z[g]),N[g]=x.c2p(O[g])}else L.xpx=L.ypx=null}if(A){if(v.select2d||(v.select2d=n(m._glcanvas.data()[1].regl)),v.scatter2d){var j=new Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(m,y,x),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{\"../../components/dragelement/helpers\":661,\"../../lib\":778,\"../../lib/prepare_regl\":791,\"../scatter/link_traces\":1202,\"../scatter/subtypes\":1211,\"./edit_style\":1243,\"gl-text\":352,\"regl-error2d\":534,\"regl-line2d\":535,\"regl-scatter2d\":537}],1249:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(u[f].length){var h=n.repeat([],r.count);h[f]=u[f],o.draw(h)}else 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e,r,i,a,s,l,c,u,f,h,p,d,g=t._x,m=t._y,v=t._z,y=t._len,x=-1/0,b=1/0,_=-1/0,w=1/0,T=-1/0,k=1/0,M=\"\";for(y&&(c=g[0],f=m[0],p=v[0]),y>1&&(u=g[y-1],h=m[y-1],d=v[y-1]),e=0;e<y;e++)x=Math.max(x,g[e]),b=Math.min(b,g[e]),_=Math.max(_,m[e]),w=Math.min(w,m[e]),T=Math.max(T,v[e]),k=Math.min(k,v[e]),a||g[e]===c||(a=!0,M+=\"x\"),s||m[e]===f||(s=!0,M+=\"y\"),l||v[e]===p||(l=!0,M+=\"z\");a||(M+=\"x\"),s||(M+=\"y\"),l||(M+=\"z\");var A=o(t._x),S=o(t._y),E=o(t._z);M=(M=(M=M.replace(\"x\",(c>u?\"-\":\"+\")+\"x\")).replace(\"y\",(f>h?\"-\":\"+\")+\"y\")).replace(\"z\",(p>d?\"-\":\"+\")+\"z\");var C=function(){y=0,A=[],S=[],E=[]};(!y||y<A.length*S.length*E.length)&&C();var L=function(t){return\"x\"===t?g:\"y\"===t?m:v},I=function(t){return\"x\"===t?A:\"y\"===t?S:E},P=function(t){return t[y-1]<t[0]?-1:1},z=L(M[1]),O=L(M[3]),D=L(M[5]),R=I(M[1]).length,F=I(M[3]).length,B=I(M[5]).length,N=!1,j=function(t,e,r){return 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M={};u.label&&(M.label=u.label),u.hasOwnProperty(\"v\")&&(M.value=u.v,M.valueLabel=x.formatValue(u.v,l)),M.currentPath=x.getPath(t.data),h||(M.percentParent=d/x.getValue(p),M.percentParentLabel=x.formatPercent(M.percentParent,l),M.parent=x.getPtLabel(p)),M.percentEntry=d/x.getValue(e),M.percentEntryLabel=x.formatPercent(M.percentEntry,l),M.entry=x.getPtLabel(e),M.percentRoot=d/x.getValue(f),M.percentRootLabel=x.formatPercent(M.percentRoot,l),M.root=x.getPtLabel(f),u.hasOwnProperty(\"color\")&&(M.color=u.color);var A=o.castOption(r,u.i,\"text\");return(o.isValidTextValue(A)||\"\"===A)&&(M.text=A),M.customdata=o.castOption(r,u.i,\"customdata\"),o.texttemplateString(k,M,i._d3locale,M,r._meta||{})}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/svg_text_utils\":802,\"../bar/style\":934,\"../bar/uniform_text\":936,\"../pie/helpers\":1165,\"../pie/plot\":1169,\"./constants\":1301,\"./fx\":1303,\"./helpers\":1304,\"./style\":1309,d3:169,\"d3-hierarchy\":161}],1309:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../components/color\"),a=t(\"../../lib\"),o=t(\"../bar/uniform_text\").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,\"marker.line.color\")||i.defaultLine,c=a.castOption(r,s,\"marker.line.width\")||0;t.style(\"stroke-width\",c).call(i.fill,n.color).call(i.stroke,l).style(\"opacity\",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style(\"opacity\",r.opacity),e.selectAll(\"path.surface\").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{\"../../components/color\":643,\"../../lib\":778,\"../bar/uniform_text\":936,d3:169}],1310:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;function c(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var u=e.exports=l(s({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:a(),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:c(),y:c(),z:c()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:s({},i.zauto,{}),zmin:s({},i.zmin,{}),zmax:s({},i.zmax,{})},hoverinfo:s({},o.hoverinfo),showlegend:s({},o.showlegend,{dflt:!1})}),\"calc\",\"nested\");u.x.editType=u.y.editType=u.z.editType=\"calc+clearAxisTypes\",u.transforms=void 0},{\"../../components/color\":643,\"../../components/colorscale/attributes\":650,\"../../lib/extend\":768,\"../../plot_api/edit_types\":809,\"../../plots/attributes\":823,\"../../plots/template_attributes\":905}],1311:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":651}],1312:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),i=t(\"ndarray\"),a=t(\"ndarray-linear-interpolate\").d2,o=t(\"../heatmap/interp2d\"),s=t(\"../heatmap/find_empties\"),l=t(\"../../lib\").isArrayOrTypedArray,c=t(\"../../lib/gl_format_color\").parseColorScale,u=t(\"../../lib/str2rgbarray\"),f=t(\"../../components/colorscale\").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function g(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function m(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(g(t,n))}return e}function v(t){for(var e=m(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=m(t),n=m(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++)r(i,[l,c],n),t.set(l,c,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=v(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(u,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,u,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=c(t),g=l.dataScale,m=t.z[0].length,v=t._ylength,y=l.contourLevels;this.data=t;var x=[];for(e=0;e<3;e++)for(x[e]=[],r=0;r<m;r++)x[e][r]=[];for(r=0;r<m;r++)for(n=0;n<v;n++)x[0][r][n]=this.getXat(r,n,t.xcalendar,h.xaxis),x[1][r][n]=this.getYat(r,n,t.ycalendar,h.yaxis),x[2][r][n]=this.getZat(r,n,t.zcalendar,h.zaxis);if(t.connectgaps)for(t._emptypoints=s(x[2]),o(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r<m;r++)for(t._interpolatedZ[r]=[],n=0;n<v;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=g[e];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(this.minValues[e]>a&&(this.minValues[e]=a),this.maxValues[e]<a&&(this.maxValues[e]=a));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(x[e][r][n]-=this.objectOffset[e]);var b=[i(new Float32Array(m*v),[m,v]),i(new Float32Array(m*v),[m,v]),i(new Float32Array(m*v),[m,v])];for(e=0;e<3;e++)for(r=0;r<m;r++)for(n=0;n<v;n++)b[e].set(r,n,x[e][r][n]);x=[];var w={colormap:d,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},T=f(t);if(w.intensityBounds=[T.min,T.max],t.surfacecolor){var k=i(new Float32Array(m*v),[m,v]);for(r=0;r<m;r++)for(n=0;n<v;n++)k.set(r,n,t.surfacecolor[n][r]);b.push(k)}else w.intensityBounds[0]*=g[2],w.intensityBounds[1]*=g[2];(_<b[0].shape[0]||_<b[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(b[0].shape[0],0),this.dataScaleY=this.estimateScale(b[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(b)),t.surfacecolor&&(w.intensity=b.pop());var M=[!0,!0,!0],A=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[A[e]];M[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=M,p.enableHighlight=M,p.snapToData=!0,\"lighting\"in t&&(p.ambientLight=t.lighting.ambient,p.diffuseLight=t.lighting.diffuse,p.specularLight=t.lighting.specular,p.roughness=t.lighting.roughness,p.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(p.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z])},p.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{\"../../components/colorscale\":655,\"../../lib\":778,\"../../lib/gl_format_color\":774,\"../../lib/str2rgbarray\":801,\"../heatmap/find_empties\":1070,\"../heatmap/interp2d\":1073,\"gl-surface3d\":351,ndarray:495,\"ndarray-linear-interpolate\":489}],1313:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r,n){var 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n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../../components/colorscale/attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../pie/attributes\"),l=t(\"../sunburst/attributes\"),c=t(\"./constants\"),u=t(\"../../lib/extend\").extendFlat;e.exports={labels:l.labels,parents:l.parents,values:l.values,branchvalues:l.branchvalues,count:l.count,level:l.level,maxdepth:l.maxdepth,tiling:{packing:{valType:\"enumerated\",values:[\"squarify\",\"binary\",\"dice\",\"slice\",\"slice-dice\",\"dice-slice\"],dflt:\"squarify\",editType:\"plot\"},squarifyratio:{valType:\"number\",min:1,dflt:1,editType:\"plot\"},flip:{valType:\"flaglist\",flags:[\"x\",\"y\"],dflt:\"\",editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:3,editType:\"plot\"},editType:\"calc\"},marker:u({pad:{t:{valType:\"number\",min:0,editType:\"plot\"},l:{valType:\"number\",min:0,editType:\"plot\"},r:{valType:\"number\",min:0,editType:\"plot\"},b:{valType:\"number\",min:0,editType:\"plot\"},editType:\"calc\"},colors:l.marker.colors,depthfade:{valType:\"enumerated\",values:[!0,!1,\"reversed\"],editType:\"style\"},line:l.marker.line,editType:\"calc\"},a(\"marker\",{colorAttr:\"colors\",anim:!1})),pathbar:{visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},side:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},edgeshape:{valType:\"enumerated\",values:[\">\",\"<\",\"|\",\"/\",\"\\\\\"],dflt:\">\",editType:\"plot\"},thickness:{valType:\"number\",min:12,editType:\"plot\"},textfont:u({},s.textfont,{}),editType:\"calc\"},text:s.text,textinfo:l.textinfo,texttemplate:i({editType:\"plot\"},{keys:c.eventDataKeys.concat([\"label\",\"value\"])}),hovertext:s.hovertext,hoverinfo:l.hoverinfo,hovertemplate:n({},{keys:c.eventDataKeys}),textfont:s.textfont,insidetextfont:s.insidetextfont,outsidetextfont:u({},s.outsidetextfont,{}),textposition:{valType:\"enumerated\",values:[\"top 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d=i.ensureSingle(h,\"g\",\"slicetext\"),T=i.ensureSingle(d,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),E=i.ensureUniformFontSize(t,u.determineTextFont(C,s,S.font,{onPathbar:!0}));T.text(s._text||\" \").classed(\"slicetext\",!0).attr(\"text-anchor\",\"start\").call(a.font,E).call(o.convertToTspans,t),s.textBB=a.bBox(T.node()),s.transform=b(s,{fontSize:E.size,onPathbar:!0}),s.transform.fontSize=E.size,w?T.transition().attrTween(\"transform\",(function(t){var e=M(t,!0,A,[g,m]);return function(t){return _(e(t))}})):T.attr(\"transform\",_(s))}))}},{\"../../components/drawing\":665,\"../../lib\":778,\"../../lib/svg_text_utils\":802,\"../sunburst/fx\":1303,\"../sunburst/helpers\":1304,\"./constants\":1327,\"./partition\":1334,\"./style\":1336,d3:169}],1330:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"../../lib\"),a=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),f=t(\"../sunburst/fx\"),h=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var 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strict\";e.exports={attributes:t(\"./attributes\"),layoutAttributes:t(\"./layout_attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../box/defaults\").crossTraceDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),calc:t(\"./calc\"),crossTraceCalc:t(\"./cross_trace_calc\"),plot:t(\"./plot\"),style:t(\"./style\"),styleOnSelect:t(\"../scatter/style\").styleOnSelect,hoverPoints:t(\"./hover\"),selectPoints:t(\"../box/select\"),moduleType:\"trace\",name:\"violin\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"cartesian\",\"svg\",\"symbols\",\"oriented\",\"box-violin\",\"showLegend\",\"violinLayout\",\"zoomScale\"],meta:{}}},{\"../../plots/cartesian\":840,\"../box/defaults\":948,\"../box/select\":955,\"../scatter/style\":1210,\"./attributes\":1337,\"./calc\":1338,\"./cross_trace_calc\":1339,\"./defaults\":1340,\"./hover\":1342,\"./layout_attributes\":1344,\"./layout_defaults\":1345,\"./plot\":1346,\"./style\":1347}],1344:[function(t,e,r){\"use strict\";var 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f={\"stroke-width\":u+\"px\",\"stroke-dasharray\":2*u+\"px,\"+u+\"px\"};o.selectAll(\"path.mean\").style(f).call(i.stroke,c.color),o.selectAll(\"path.meanline\").style(f).call(i.stroke,c.color),a(o,r,t)}))}},{\"../../components/color\":643,\"../scatter/style\":1210,d3:169}],1348:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../isosurface/attributes\"),a=t(\"../surface/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll,c=e.exports=l(s({x:i.x,y:i.y,z:i.z,value:i.value,isomin:i.isomin,isomax:i.isomax,surface:i.surface,spaceframe:{show:{valType:\"boolean\",dflt:!1},fill:{valType:\"number\",min:0,max:1,dflt:1}},slices:i.slices,caps:i.caps,text:i.text,hovertext:i.hovertext,hovertemplate:i.hovertemplate},n(\"\",{colorAttr:\"`value`\",showScaleDflt:!0,editTypeOverride:\"calc\"}),{colorbar:i.colorbar,opacity:i.opacity,opacityscale:a.opacityscale,lightposition:i.lightposition,lighting:i.lighting,flatshading:i.flatshading,contour:i.contour,hoverinfo:s({},o.hoverinfo),showlegend:s({},o.showlegend,{dflt:!1})}),\"calc\",\"nested\");c.x.editType=c.y.editType=c.z.editType=c.value.editType=\"calc+clearAxisTypes\",c.transforms=void 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11, 11, 8, 8], \"y\": [0.1, 0.1, 0.1, 0.1, 0.1], \"z\": [8, 8, 11, 11, 8], \"type\": \"scatter3d\"}, {\"line\": {\"color\": \"red\", \"width\": 5}, \"mode\": \"lines\", \"x\": [8, 8], \"y\": [0, 10], \"z\": [8, 8], \"type\": \"scatter3d\"}, {\"line\": {\"color\": \"red\", \"width\": 5}, \"mode\": \"lines\", \"x\": [11, 11], \"y\": [0, 10], \"z\": [8, 8], \"type\": \"scatter3d\"}, {\"line\": {\"color\": \"red\", \"width\": 5}, \"mode\": \"lines\", \"x\": [11, 11], \"y\": [0, 10], \"z\": [11, 11], \"type\": \"scatter3d\"}, {\"line\": {\"color\": \"red\", \"width\": 5}, \"mode\": \"lines\", \"x\": [8, 8], \"y\": [0, 10], \"z\": [11, 11], \"type\": \"scatter3d\"}], \"name\": \"99\"}]);\n",
+       "                        }).then(function(){\n",
+       "                            Plotly.animate('a9edfbc2-8e98-4783-8b87-3d1b0e655f89', null);\n",
+       "                        })                };                            </script>        </div>\n",
+       "</body>\n",
+       "</html>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "execution_count": 1,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "from IPython.display import HTML, display\n",
+    "HTML(filename='illustrations//convol_mean.html')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Multiple properties of the *little travelling square* can change:\n",
+    "- the pixel values of the square can be anything. For example it's common to have a 2D gaussian for smoothing the image (see below)\n",
+    "- the size and shape of the square can change\n",
+    "- the operation done by the square does not have to be a simple multiplication-addition (convolution). It can also be another function like a median for example.\n",
     "\n",
-    "Scikit-image implements most of these filters in ```skimage.filters``` and ```skimage.morphology``` and we are going to look at a few."
+    "Filters can be applied to regular images, as well as to masks (binary images) and are often used to clean-up an image or to detect object. scikit-image implements most of these filters in ```skimage.filters``` and ```skimage.morphology``` and we are going to look at a few."
    ]
   },
   {
@@ -462,7 +564,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -511,7 +613,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -556,20 +658,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "metadata": {
     "id": "VOm7v9sGAEFH"
    },
    "outputs": [],
    "source": [
-    "image_stack = skimage.io.imread('https://cildata.crbs.ucsd.edu/media/images/13585/13585.tif')\n",
-    "#image_stack = skimage.io.imread('../Data/myoblast.tif')\n",
-    "image_nuclei = image_stack[0:100,0:100,2]"
+    "#image_stack = skimage.io.imread('images/46658_784_B12_1.tif')\n",
+    "image_stack = skimage.io.imread('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/46658_784_B12_1.tif')\n",
+    "image_nuclei = image_stack[1250:1750,300:800,2]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -592,7 +694,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -610,7 +712,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "metadata": {
     "id": "Btz0bq7RAEFH"
    },
@@ -621,7 +723,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -644,7 +746,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -662,7 +764,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "metadata": {
     "id": "bOODwZ1lAEFH"
    },
@@ -673,7 +775,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -696,7 +798,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -743,7 +845,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {
     "id": "hKF4wD-YAEFI"
    },
@@ -754,7 +856,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -777,7 +879,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -827,7 +929,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 720x720 with 1 Axes>"
       ]
@@ -854,6 +956,70 @@
     "This is a complete success!"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Other selection elements\n",
+    "\n",
+    "Until now we have relied on the default regions considered for filtering. For example the median filter operates by default on a 3x3 square regions. However, we can specify any other shape or *structuring element* (```selem```). For example we can use a Numpy array:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "selem = np.ones((5,5))\n",
+    "filtered_median = skimage.filters.median(image_noisy, selem=selem)\n",
+    "plt.imshow(filtered_median, cmap = 'gray');"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Or we can use pre-made shapes that are available directly in scikit-image. For example a disk with a certain radius. This is actually what is done in the Demo notebook for the filtering step:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "selem = skimage.morphology.disk(3)\n",
+    "filtered_median = skimage.filters.median(image_noisy, selem=selem)\n",
+    "plt.imshow(filtered_median, cmap = 'gray');"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {
@@ -869,14 +1035,14 @@
     "id": "Oxc9piSxAEFK"
    },
    "source": [
-    "When working with masks, one can use another class of filters, that just turn pixels ON and OFF depending on their surroundings. The simplest to understand are the erosion and dilation filters. As their name indicate, these filters either shrink or enlarge ON objects. The size and shape of the filters, specify what region is considered around objects to shrink or enlarge them. These filters are here called structuring elements or ```selem```.\n",
+    "When working with masks, one can use another class of filters, that just turn pixels ON and OFF depending on their surroundings. The simplest to understand are the erosion and dilation filters. As their name indicate, these filters either shrink or enlarge ON objects. The size and shape of the filters, specify what region is considered around objects to shrink or enlarge them. We use here again the ```selem``` argument to specify such structuring elements.\n",
     "\n",
     "Let's create a simple masks using an Otsu threshold:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 26,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -899,7 +1065,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -922,23 +1088,23 @@
     "id": "4JD66ufnAEFK"
    },
    "source": [
-    "We can just specify the influence region as a Numpy array. For example a square of size 3:"
+    "We can just specify the influence region as a Numpy array. For example a square of size 5:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 27,
    "metadata": {
     "id": "YURHgt4NAEFK"
    },
    "outputs": [],
    "source": [
-    "influence_region = np.ones((3,3))"
+    "influence_region = np.ones((5,5))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 28,
    "metadata": {
     "id": "ymBDDyEtAEFK"
    },
@@ -949,7 +1115,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 29,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -972,7 +1138,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -998,7 +1164,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 30,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1021,7 +1187,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1033,7 +1199,7 @@
     }
    ],
    "source": [
-    "influence_region = np.ones((5,5))\n",
+    "influence_region = np.ones((10,10))\n",
     "\n",
     "eroded = skimage.morphology.binary_erosion(mask, selem=influence_region)\n",
     "\n",
@@ -1051,7 +1217,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 31,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1074,7 +1240,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1086,7 +1252,7 @@
     }
    ],
    "source": [
-    "influence_region = np.ones((5,5))\n",
+    "influence_region = np.ones((10,10))\n",
     "\n",
     "dilated = skimage.morphology.binary_dilation(mask, selem=influence_region)\n",
     "\n",
@@ -1104,7 +1270,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 32,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1127,7 +1293,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1155,7 +1321,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 33,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1178,7 +1344,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1208,7 +1374,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 34,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1231,7 +1397,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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3BwLYB6Cg92+AFWlx7jTBi2VZsWIF6XQ62rVrF6nVas71cafMmTOHKisr3eD24locdaoxAHiMiE4zxlQAMhhj+wAsBXCAiF5ijD0F4CkAT1qRHs8QKJVKLFy4EGq1GgcOHEB+fr7brn3+/Hm89dZbyM/PN/eujxbKysqwYcMGaDQa8/MfcVgqBSwJgK8A3AQgD0B477ZwAHlWnMt5Ce7pEhUVRYcPH6bm5ma688473XptxhiJRCISCoWcPwd3C2OMhEIhXXPNNZSZmekOI+wSnOYuyxjTALgOwAkAoURUBQBEVMUYC7FwznIAy225TmBgINLS0mAymZCenu5xUUuBnuGo5ORkREVFIS8vD3l5eQOOUSqVSEtLg1wux+nTp4d0G/X390daWhqCg4ORl5eHqqoqm8NLMcZw7bXXQqPRoLCw0ObJJ0S2x2a3BY1Gg2uvvRa1tbU4ffq0wzHVnAn1dkoaDAbOnbRchqVS4EoBoASQAeCXvb+br9jfZEUaVpWykydPpvPnz9OZM2do4sSJnJf6g4lcLqf169dTY2OjxeAPCQkJdOTIEbp48SLNnz9/yPRSUlLozJkzlJOTQ3PnziU/Pz8Si8U26SSRSOif//wnNTU10XPPPUcCgYDz53S53H///VRbW0ufffYZBQQEcK7PYJKYmEhnzpxxrfl1IQ5bdsaYGMB2AJuJ6IvezTWMsXDqserhAOxe7ycsLAwRERFobGxEaWkpurq6UFZWBoPBMGxcLa4gItTV1aGoqMii04per0d5eTkMBgM6OjqGTE+n06GsrAwikQh1dXV2rapCvVNxi4qK0NjY6HEWqrW1FcXFxaiurnbJsss8w2CpFKD/WWMG4BMAr12xfR2Ap3r/fwrAK1akNWhpunLlSsrNzaVXX32V5HI5yWQy0mg0pNFo3Dql0xZhjFFoaCglJCRQYGDgoMeIxWKKiYmhuLg4UigUQ6YnlUrN9yyTyezWKyQkhBISEjyyN93Pz48SEhIoIiLC42odfTLaLft0AEsAnGeMZfZuexrASwC2MsaWASgFcLsVaQ2KWCyGQqGAVCoFYwxardbj19ciItTU1AzZDtfr9SgtLR10n1KphK+vL7q6utDU1ASdTueUe66trXX6oorOoqWlxSXrwDmTvsk/VVVVCAgIGDKiq9dhqRRwhcBCaRoTE0OzZs2icePGeWyJ72y544476MCBA/T8888Pa/V5cZ/I5XJKTU2lW265pV9gTm/BY4JXWKK0tNSiBexDIpFAJBKhu7t7RCyjGxYWhuuvvx7V1dV2u2kyxsy1IZ1OZ3c7WCwWQywWe3QfibvQarXIyMhAcXExKisr0dnZaf72vB2vuAO5XG6O4b1169YREeN8//79aGxsRFlZmd0OLOHh4Vi1ahX8/Pzw7rvv4ty5czanwRjDL3/5S9x88834/vvvsXnz5hFRmDpKe3s73n77bXz77be4++67MXfuXK5VchxLJt8VAjurVn5+fvT555+TXq+nRx99lPOqnqfIuHHj6Ny5c1RbW0sLFiywKw2BQEAvv/wyERGtX7+eJBIJ5/dlSbiIhisWi+nNN98kk8nk0uq3s/D4avxwdHV1YevWrTh79iyOHTvGtToeQ319Pd555x0olUqvidRrLxqNBrfddhsMBgO2bt1qU6RbRzAajdi1axfq6uowbdo0zJs3b/gorp6KpVLAFQIPsA689BdvseyzZs2isrIyys/Pp5SUFE50eOyxxzw+4qzXW3YuiY6OxowZM8zrbXlbCCyNRoPp06ejubkZhw8fRnt7O9cq2UV1dTU+//xzdHd3o6GhwaZzfXx8MHPmTKjVahw7dgwXL160S4esrCxs3LgRcXFxmDFjhscu+GkRS6WAKwQeYCFslUWLFlFlZSUdPXqU4uPjOdfHVrntttuopqaGDh48SDExMQP2e4tl74vbL5VKbW63R0RE0J49e6i+vp5+/etf262DSCQiuVxOv/71r6mlpcWlFtpevN6yC4VCXH311QgODkZhYSHKysrcdu3GxkacOnUKVVVVXjnts6GhASdPnkRJScmg4aOICIWFhfj++++Rl5fnEjfWhIQEREdHo6KiAgUFBX0Fv01YittvDd3d3cjOzobRaBxyJdThMBgMMBgMKCsrw+HDh80BPmQyGa655hr4+fnZnbZbsFQKuEJgZ4mqUqno/fffp7KyMlqxYoVbLYpUKqXQ0FBSq9VeOfVTJpNRaGgoBQUFWdRfpVJReHg4+fr6Ov36QqGQ/vKXv1BlZSWtXbuWk1WABAIBBQYGUlhYGMnlcqc90/DwcAoPD6fU1FQ6efKka022lXi9ZScidHZ2orW11e3BDXU6nVetaHIlXV1dw1pEV4bjJiJ0dXWhtbXVbst8OWKxGBERERCLxaiurraqD8JkMqGxsdHha/dx5TMlIhQUFMDX19e8LTg4GIGBgU67plOwVAq4QuBAyazRaCg5Odm8BjUv3iMRERE0ceJEioyMdDit6Oho2rJlCx05coRmz57N+b0BPWPxCQkJNHHiRLN88MEHLrXglvB6y24ymTxyYkzf5J3Ozk6nWC2ukUql8PHxgcFgQHt7u11t68GorKx02sowfTHso6KiHFqPTS6XQy6XQ6fTDTv9eDiuXJGYMYbi4uJBaxNCoRBKpdJuF+n29vYhXZqH8n5kznqh1tDbizoikEql+MMf/oA5c+Zgy5Yt+Oyzz7hWyWEWLlyI5cuX4+zZs3j11Vc9Mtqqj48PUlJSoFAokJmZaXcT6ze/+Q3uuusu7N+/H+vXr3f6nIDExEQkJCQMcMCJjo7Gk08+idjYWJvT1Gq1eOONN/Djjz9aPOaHH35Ac3PzoF4/XmHZgZ4SUSAQwGg0ekTgA6FQiGuvvRbz58/HiRMn3HJNS3HdnUV0dDTmzp0LkUgEHx8f8+hD3/UuNwwCgQBCoRAmk8kluliis7NzyI/dGhhjSEhIwPz581FdXQ2BwPkR1S2FKhs3bhyWL1+OyMhICIXCIb3xrnzuWq0W6enp+Oabb+zSySssu0wmwz333IMJEyZgx44dOHjwoLNVsxmRSITZs2cjMTERJ06cQHp6usuvOWXKFNx55524ePEiPv74Y6d3ql1zzTX42c9+Bj8/P0RERJgzQXt7OzZu3Njv450/fz4WLVqEjIwMbNmyxetmy02aNAnXX389cnJycOTIEbcVWAEBAViwYAFiYmJw7733Yvz48RaPLSkpwUcffWR2Iuru7sbBgweHdY0mosFLEEuNeVcI7OwA8fPzo23btpHBYKDHHnuM8w4ZrmTZsmXU1dVFe/fupZCQEJddZ+HChVRXV2fu9KmpqaGbbrqp3zFr1qwhk8lEW7Zs4efj2yFqtZp27do1ZGfbsWPHSKPR2Jy2V3fQ6XQ6fP311ygqKnKLBfVUzp8/j9deew1FRUXo7Ox023V9fHzwq1/9ChMmTDBvmzFjBoCeaukf//hHs2VvaWnBzp07vXq40pkkJSVh7ty5KC8vx65du8zvTavV4osvvugXAXjSpEmYMWMGCgoKsGfPHhQUFDg3so83WHagZ/hNKBS6fYqjJ0lfbHNXR/O50rITERmNRjIYDGbpm/JpMpn6bc/Pz6e0tDTOn5WnyH333UcdHR303XffDaiN9X3TffLUU0+R0WikrVu3kr+/v93v2astOwCP6JTjGld1zF1zzTUYO3as+XdKSgokEkm/Yyx1YvV1Gvbh6+uLOXPmIDo6esCxRUVFOHfunNOG9LyB0tJS7Ny5Ew0NDbjxxhtRV1eHkydPorW1dcA3nZubix07duDEiRMORR6yiLdYdl5cIwKBgJ5//nlqbm42S0dHh93BGoxGI7W1tfVLr0/WrVvHibsslyIWi8nX15cWLVpEFy9epBMnTtC4ceMGPVYqlZKvry/5+Pg4dE2vt+w8rkMmkzltEodAIIBSqRx0X2xsLNLS0qwKe+VMRxwu0ev10Ov1qK2tRWFhIZqbmy2uhKPT6VzqDs5ndh63MX/+fKSlpVlVjX/zzTfx+uuvj5gq//nz57F8+XIYjUbOOi/5zM7jNnx9fftNFhmK2NhYREdHo729HU1NTV6f6bVaLS5dumTXuUKhEEFBQRCLxWhsbLR7qrXzXYd4eJzAbbfdhs2bN+MPf/jDgM7C0UZwcDBeeOEFfPjhh5gyZYrd6fCWnQfd3d1ob2+HRCLxmIwVHR2N6OholJWVwdfX1zw+bTKZXNNT7cFIJBKMHTsWV199Nfz9/e1OxyvcZXlcy8SJE3H11VfjpptuwpIlSzxqQYTi4mKcPHnSPORYXV2NN9980yNnQboKhUKB6dOnw8/PDydOnBh2QRXydHfZvpjgXMQG56VHVqxYQTqdzq4hN3dRUFBAaWlpA74XR76bkfbNkScPvc2aNavfihulpaXYunWrxy8CyON+goKCsHLlykGH5Y4fP47du3fbVMVPSUnBrbfeikuXLmHbtm1eFz3YJiyVAq4QWCiJ1qxZQ0aj0Vx6//DDDxQdHc15CTnaxBss+1C89tprNjvtLF26lDo7O+nAgQMUHh7O+TtwhpAnW/bMzEx88MEHZpfMgoICr41vzsMd9qzUUlBQgI0bN+LixYtunVzEBR6R2b/77jvs37/f/NtkMln0MuLhcSbHjh1Denr6qPjmPCKzG41Gt0Y74Rmc8vJyHDhwAGFhYUhKSvK6FU9iYmIwd+5c87fU2tqKc+fODemE0jeUNxrgh954zMjlciiVSsydOxdvvfWW54VCHgatVtuvg+3cuXN44IEHRtUwHQCLQ28eYdl5PAOtVgutVovm5mavdFrpixjbR0REBMaNGweRSITKykqH2+SBgYEICQlBe3s7Kisr3faMxGIxIiMjIZVKUVVVZXcgUKvdZRljQsbYGcbYN72/Axlj+xhjBb1/A+zSgIfHRYwZMwavvfYa/v3vfw8Z681aFi1ahE8//RSPPvoofHx8nKChdQQHB+PFF1/Exo0b3eYu+zCACwD6ZjI8BeAAEb3EGHuq9/eTdmtyuVIiEXx9fUFEaGtrs2pKZB8CgQAqlWrI9qZer0dbW5tXWi93cOVKqdY8U09ELpcjMTERfn5+iIyM7Fed7+zstNnSKxQKhIeHIywsDGq1GiKRaNAgFM5GKBRCrVYjNDTUoVj5VrXZGWNRAD4GsBbAn4hoEWMsD8BsIqpijIUDOEREicOkY1Wbffz48XjyySdhNBrx97//fdhompcTEBCAJ554AsnJyRaPOX/+PF555RWbl/4dLajVaiQnJ5v95P39/fHnP/8Z1113Hcea2YdOp0NmZqZ50QYiwn/+8x98+umnNqWj0Wgwbtw4JCQkYO7cuSguLsbLL7+M6upqV6htRi6XIzk5GSqVCufPnx/2eo622V8D8AQA1WXbQomoqjfxKsZYyGAnMsaWA1hu5XUA9GTYOXPmQK/X45133rHqHMaYuUYwZcoUzJ492+KxSqUSKpVqSG+p0TxCUF9fjwMHDph/BwcHY8mSJf3CRQuFQrtXNXE3UqkUkydPNv8mIqSnp0MqlZqnzppMpmFrkCUlJSgpKcEvfvELTJs2DUFBQZDJZC7VHejpSzl+/LjD6Qyb2RljiwDUElEGY2y2rRcgovcAvNeblst64yMjI7Fs2TLExcUhISFhyGMTEhLwwgsvDLnsz/fff4/t27fzVX30xI1/55138PXXX5u3LVy4ELfccotdjixcwxjDzTffjJCQ/9mnvLw8fPjhh1Z1fp09exZPPvkkmpubvat2aMm1jv7n4vr/AJQDKAFQDaATwH8A5AEI7z0mHECeFWlZ5e43ffp0Ki0tpYsXL1odqXTixImUm5vrNNfL119/fdTFS7NF+uLGjxR4d9meM1cDWA0AvZb9cSK6hzG2DsBvAbzU+/er4dJyBfHx8bj55psRHx/v1HHhlJQUPP744wMse1tbG7755huUlZU57Vo83BMbG4s//OEPuHTpEr7++mvU1tZyrZLTcWSc/SUAWxljywCUArjdOSrZxrhx4/Dss88iKCjIqWt2TZ8+HdOmTRuwvaKiAtnZ2XxmH2HEx8fj6aefRm5uLk6dOsVndiI6BOBQ7/8NAG50vko9HUTffPMNDAYDmpqaBj0mISEBEydORFpaGuRyudMX52OMDdoeVSqVuOGGGxAWFjZgX1FREU6fPj0q2vk5OTnYunWr+Rmp1WpMnTrVoaEhrhEIBPD398f8+fOh0Whw8uRJVFVVca2W87BUv3eFwMo2h1AoJKVSSQqFwuKqGA888AA1NDRQZ2enW9uOJpOJOjo6qLW1dYC88847JJPJOG+zuUMkEgmpVCqzzJs3j8rKytz2HlxFX9z7kpISWrBgAefP2R4hT57ieiVGo3HYKa4SiYQTRw/GmEXvKW+2arbS3d3dbyiuuroaGRkZKC8vB9AzNOfsfhR30Bf3XqfTeVR4Lmcwsu6GhzPy8vKwatUqcwZRKpVYt24dFixYwLFmPH3wmd2JKJVKxMbGorm5GfX19SPSKScoKAgqlQrNzc1obm42b9fpdGarDgB+fn5D+jF4OkKhEMHBwYiNjUVjY+OICFfFx413IrNmzcInn3yCZ555xqGQv56KWCzG8uXLsWXLFtx5551e6VBjLUqlEk8++SQ2bdqEefPmca2OU+AtuxMJDg5GcHAwurq6EBAQAK1Wi66urhHTOy8QCBAREYGkpCSEhoYOeSwRQavV9ut7EYvFkEqlrlbTKYhEIiQmJiIuLg5fffUVlEol9Hq9Vwe68NrgFQ8++CD+9a9/eeRMrNraWpw4cQIXL17Ea6+9ZveyP56GQCBASkoK4uLikJOTg6ysLIvHisViXH/99YiKijJvmz9/Pn772996jU890FNonTlzBoWFhfjmm2+wefNmjy+8ydPjxtsqDz74IHV3d7tyFMZhcnNzKSUlxeLw4WiTlStXUldXl9e62f7jH/8goVA45D0yxkggEHAah54s5D++ze5CgoOD8dBDD+HZZ5/FuHHjuFaHc44dO4ZnnnkGH3/88YiM5CqRSHDXXXfh73//+5CzLrmCb7O7kMDAQCxduhQNDQ3IyMhAbm4u1ypxSmZmJjIzM7Fo0SLccsstbo324g7EYjFuueUW3HnnnWhpacHBgwe5VqkfHpXZExISMGvWLDQ0NGDfvn1ePXRzOVKpFAsXLkRERAR++uknZGdnc60Sp5SUlGDjxo1QKBT9totEIvzsZz9DYuKQMVA8Fr1ej3379qG5uRlnzpxx6bWmTJmCiRMnIisrC0ePHrWuH8FS/d4VgmHaGnfeeSc1NjbSwYMHKSoqyuvb7Jej1+upra2NVqxYwXnbmWthjJFYLCaJRNJP/Pz86OOPP+b6VVnEmja7SCQiiUQy7HGOiEAgoLVr15JOp6M333yTJBKJVW12j7LsNTU1OHz4MIqKitDV1cW1Ok5FJBJBLpfj2muvxfz581FSUoK8vDyrzk1ISEB8fDzKy8tx4cIFu3qD/fz8zKG6zp49y+k6ekRkcUGGzMxMhIaGIj4+ftggJO6AiJCbm4vS0lLk5eX1GS2L2BIv0RJ9cfvb2toGjXtPRCgsLMT333+PvLw8678HS6WAKwTDlFhSqZSCgoLIz89v2B5sb7PsfbS1tVFdXR09//zzVpX+jDFas2YN1dbW0r/+9a8Bpbi1kpaWRhkZGZSRkWF1QBAuRKlUUnBwML300kse0Wvf3d1NTz75JKnValIoFG55Bj//+c+pqKiIdu/ebXHNQ4VCQWq1mpRK5YB95A2WXafTebXTgjUolUqzW21SUhIaGxtRUVExZOnc3t6Ompoah6yxXq9HfX29+X9Ppb29He3t7SgpKUFWVtYALz2JRIKYmBiXx34zGo0oLy9HU1MTSktLzc/OHXR1daG2tnZIl+uOjg6b+7R4pxqOaGxsRE1NDfbu3YtnnnlmyFl+ISEhCAwMREtLC6qrq4etSg6GXC5HZGQkgJ4AHEMtieQJqNVqqNXqAXEKYmJi8M9//tMpceCHoqWlBatXr8bBgwdRU1NjMa6CK/D19UV4eDh0Oh0qKipsLpzJE1aEEYlE8Pf3R2tra7/pkaORwMBABAYGIicnZ1iPstraWocjp2i1WptCcnNNfX39oNa0s7MTlZWVCAkJga+vrznctbMxGAwoKyvrN1zq4+Njnv7a2tpqV6FrDa2trXav+jIUbnWqGTNmDN555x0kJSW587I8I4iamho888wzWL58OTIyMtx67ZtvvhmffPIJHn74Ya/0EXCrZVepVJgyZQoCAhxfKcpoNJrb995aleexHa1WixMnTsDf3x933313vz4eoVBod8AJ6h0h6LPW3d3dA9rLUVFR+NnPfoampiab/fsFAoFZt8uv407cmtlLS0vNQf0c5ciRI3jkkUcwceJELF26FEql0gka8ngLnZ2deP/997F3717zthtvvBG33367XfEI8/PzsWHDBnMnaFdX1wDnp/3795s7D23t8xg7dizuv/9+dHR04N1330VlZaXNOjqMpW56VwhcMEzxf//3f1RfX++yoRdXs23bNvLz8+N8yGskyB//+EfS6/V2vQdXx42/6aabqKamhrKzsykpKcmlz4G8YejNHgoLC/Haa69hzJgxWLx4sdfFPBtp+Pv7Y/HixQgICMCuXbusdhxyBunp6XjppZfsmkJ78eLFYeMeejten9nz8vKwdu1aJCcnY/r06Xxm5xh/f3+sXLkSY8eOtclL0BkcPXoUx44ds/t84qAd7U68PrMDPS+pqakJ33zzDS5cuICpU6cOG0mFxzV0dnZi7969OH/+PCoqKqw6RyaTYerUqQgODsbJkyf7La1sK56aYauqqrBjxw60tbX1i913OePGjcPEiRNRVlaGEydOOMX1th+W6veuELiwnSIQCEgul1N8fDwdOnTIrnYbF4y0NjtjjORyOfn4+Fg9GSQsLIy+/fZbqquro3vuuYfze3CFCIVC8vHxIblcbtEV/NFHH6XW1lb6+OOPSaVS2X0tGqlt9j5MJhO0Wi2am5tx9uxZSCQSxMfH91upc6Tg7++PsWPHoru7G/n5+R4VCIKIbO6p1uv1KCwshEwm865VUW3AaDQO+55qa2uRmZmJS5cu9Rv2k0qlSExMhI+PDwoLC+133bVUCrhC4IYSVCAQUEhICI0dO5a2bt3qYrvsOPZY9hkzZtDp06dp//79lJiYyLnVctY7i4qKcttkE08UlUpF0dHRFBQU1C+sVVRUFO3YsYOys7Np0aJFw6ZDI92y92EymVBbW4uWlhYUFxejqKjIvE+lUkGtVntECOSWlhazf7ytU1aJCAaDAUaj0S1tVIFAgJCQELPldXYM9b53NhoQi8UIDQ2FUChEbW1tv1pQW1vboM+WiGA0Gs3v3G4slQKuELixlGSMkUajoUmTJpnlueeeI61W61JLbS2bN2+mKVOmUEJCgs2BDnx9fWnixImUlJREcrnc5c8yICCA3nzzTfrhhx/o1ltv5dwCerNoNBrasmUL7dmzh6ZMmWLVORKJhMaPH0+pqakUGBg47PE0Wix7H0SEkpKSfj27cXFxaG5uhlKphEKh4MTCd3V1QafToaioCKdOnbKrpG5tbUVmZqbTdZNIJJDJZDAYDNBqteZag0gkQlRUFMaOHTtg8QuxWAy5XG5uk/adwwV9+lt6r9Tbn8DlFF+pVIoxY8YgJCTEaq/P7u5u5OTkDLrvynseylfAa6e42kNMTAxSUlIwYcIEPPzww24fkzcajdi4cSN2796NvLw8ZGdne9RQ0bx58/C73/0O58+fxxtvvGGuUkqlUlx//fVQq9XIzMzsV4DOmDEDv//971FSUoLXXnuN0w62hQsXYunSpRadanQ6Hd577z0cPnzYzZr9D5VKhcmTJ0Mmk+HUqVOoqalxKL2+d9bnd//EE0/g4sWLIytuvCMya9YsTpYX7u7upgcffJDz+7ckv//976mzs5N27txJarXaqnPuuusuamlpocOHDw8bN9DZIhAISCgUmuWRRx4Z0l22o6ODli5d2u8cb43pzxgjoVBIK1euJJ1OZ77H1NRUotFWjeexnePHj+Ppp5/GpUuXrI6CkpmZiWeffdbcKeou5HI57rrrLlxzzTXmbSkpKUO6ykokEtxxxx39plifOnUK27dvd74DiwthjOHmm2/GnDlzkJycbP1MP0ulgCsEHlAiArxlHwni7+9PX375pcPv5KOPPiKZTMb5/dgiAoGAXn755UHvh7fsV1BRUYGNGzfatNJqSEgI5s+fDz8/P5uvp9PpsG/fPhQVFeH8+fM2n88DREREYN68eeZY8z4+PoiLi3M43XHjxmHFihUoLi7Gvn37nO6gNH78eMycOROVlZXYt28ft+HALJUC1N8i+wPYBiAXwAUAUwEEAtgHoKD3b4AV6XBeKgI97R2RSERisdhqmTRpEhUWFtplPRoaGmjx4sUkFou9to3ItcycOZOKi4upu7vbLM6IPms0Gqm7u5v27NlDYWFhTtf7vvvuo7a2Ntq1axcFBwc7JU1XW/bXAXxHRL9ijEkA+AB4GsABInqJMfYUgKcAPGllepxCRDa30RoaGvD999/jwoULVp+jVCqRkpJivp4nR3UdColEguuuuw6BgYHIyspCWVmZ1ecyxpCYmIiEhASUlJTYPAIRGRmJCRMmIDk5GSqVyulRiQQCAQQCAcLCwnDTTTcNCCxpNBpx4cIFuyfnVFRUYN++fcjOznY47qJIJMKECRMQGRmJ+Ph42xOwVArQ/6yxL4Bi9A7TXbY9D0B47//hAPKsSItzC2GvCIVC8vf3p6CgIKtl8uTJdP78eaqvr7fKzdFTRa1W0/bt26mystLmiSpCoZBeeOEFqq+vp5dffplEIpFN599xxx1UVlZGLS0tZDQaHbbkltDr9dTY2Ej19fX9pKqqipYtW2b3s5NKpRQYGEgqlcrhlV2VSiV98MEH1NDQYNE5zFHLHgegDsBHjLFkABkAHgYQSkRVAEBEVYyxQWecMMaWA1huxXU8GqPRaHFqoiVUKhWys7PR0NCA5uZmMMYQERGB4OBg1NbWchOayA763FnLyspsjlVO1DP9uKyszK5wzFKpFIGBgS4P8CgSiQaNjWgwGJCQkICJEycO2Nfe3o7S0tIhLbaltRCEQiFiY2OhVCpRUVExpH9CX6z80NBQREVF2e8fYoU1TgNgADC59/frAF4E0HzFcU1WpMW5lXKnSCQS0mg0lJCQQAqFgkQiET377LOUm5tLTzzxhNe034VCIUVHR9PYsWPtmo4bHBxMiYmJFBoaavO5S5YsoY6ODmcbcpuorq6m3NzcAbJ161a7fQsCAgLovffeo3PnztFdd9015LGRkZH02WefUX5+PrW2tg6pq6OWvRxAORGd6P29DT3t8xrGWDj1WPVwAHbPZFAoFFCpVNBqtS6Nx+1uuru7+7X1+lxL/fz8IJfLPWJCzlD0xfkXCASoqamxu81ZV1eHuro6m87p+yb8/f05f06hoaGDBkPp7OxEZGQkdDodmpubbeqTYYxBoVDAz89v2Nj3YrEYsbGxuOqqq2zWvR+WSgHqb5F/AJDY+/9zANb1ylO9254C8IoV6Qxacv3mN7+h/fv305o1a7xuzNMWYYzR2LFjac6cOZSQkMC5PsOJRqOhDz/8kLZv306pqaluvfaSJUto//79lJOT49K2uiO0tLTQ0aNH6bPPPrM5iKRYLKbk5GSaPXs2RUZGDvsejh07ZpVOzuiNfwjA5t6e+CIA96FngYmtjLFlAEoB3G5lWmbEYjFEIhE0Gg2mTp2KiooKu4IFegMSiQQCgQAXL15Efn4+1+pYhY+PDyZOnIigoCD4+vo6nJ5QKIRYLIbJZBq2ljBmzBjccMMNnFv1ofD19cXUqVMRHR2N4OBgq9afIyJ0d3dDr9fj7NmzbtDyf1iV2YkoEz1t9yu50e4Li0T4zW9+g5kzZ6KsrAyrVq1CUVHRiFzYUaFQ4P7770dSUhK2bNmCgwcPcq2SVVRWVuKFF16ATCZzSuDImTNn4u6770ZWVhY2bNhgc2efpxIYGIjHH3/cqjn55eXl+Pe//211fD6nYsnku0JwWdVEKpXS+++/TyaTiV588UWHhyU8WQIDA2nnzp2k0+lGtbts3zLbO3fuHHZe9l/+8hePWLLZ2dgTN97d1XinYzAYsHPnTlRWVuLIkSMe1yk3adIkzJs3DwUFBfjqq6/Q1dVld1parRafffYZTp06hVOnTjlRS+/i1KlTWLt2LQoLCz1+FdmRCGeZ3Wg04uuvv8bOnTs9LqMDwJQpU/CXv/wFu3btwp49exzO7Js3bwZjzCPv1V2cPHkSp06dGtXPgEs4nwjj7Bcvl8sxY8YMqNVqnDx5EhcvXrQrndzcXGzevBlnz5512vLS/EfOPwMu4TyzOxs/Pz88+uijmDRpEh555BG7M/v333+PH3/8sd9qsTw83syIy+x6vR55eXkQiUQOhUgyGAxeFdDAm5FIJBg3bly/KcexsbHcKeQhqFQqXH311dBoNE5ZpXjEZfampiasXbsWEonEZl92Hm7w9/fHmjVrMG3aNPM2Pz8/jx5jdwdXXXUV3njjDWg0mkH99m1lxGV2k8lk/4oZTkIulyM0NBQmkwnV1dV2tfkZYwgJCYFKpUJDQ4Ndk0guRyaTmV0+a2pqHOpwdDZEBJ1O10+nrq4u1NTUQKVSISQkZMRkfIlEgujoaLS3t6O2tnbIYBkSicSiq65dWBqTc4XAA8Z63SFpaWm0Z88e2r59O40dO9auNORyOa1du5ZOnTpF9913n8M6JSUl0c6dO2nnzp0uXx/cVhGJRJSQkEApKSkD5Nlnn/WYWP/OQKvVUk5ODu3fv5+mTZs25HOZMmUKFRcX25S+R46zj2RkMhliYmLQ1tYGiUQCxhh8fHwgFouh1Wqt6vDrs+xxcXE2hc/qQyqVQi6XQ6/Xo6Ojw6xTn36O0pf+lZhMJnR0dNgUD99gMKCwsHDQfddcc43NK+Z4MjKZDFdffTVCQkIQGRkJf39/dHZ2Dlr7MxgMaG1tRWtrKxQKhcOu5KMqbry7UKvVSE1NRXd3NzIyMkBEePjhh3Hddddhw4YN2L1797BpCIVCTJw4EZGRkcjJybGYGSzxi1/8Avfeey+OHj2Kt956CzKZDGlpPR7P6enpDjcLbr/9dtx9990Dqtc1NTVYt26dzfpaYsmSJfj3v//t8vns7qa7uxunT59GRUUFNmzYgO+++27AMQEBAUhLS4NGo8Fjjz2GxMTEYdNNS0tDeno6HzeeKwkMDKQvv/ySOjs7aeXKlW655uOPP046nY62bNni0PK/lmT16tWk0+lIr9f3k/z8fEpLS3PadTxhPrsr6XOhFolEFuMbeL277Giis7MTH374IQ4cOICjR4+65ZqHDh3CE088gfz8fJd0xh04cACdnZ0DLHtLS4tNMepGOyKRCL/85S+RkJCA77//Ht98843LHI/4zO4Gurq68PXXX7v1munp6UhPT3dZ+idPnsTJkyddlv5oQSAQ4IYbbsANN9yA7u5ufPvtty7L7AKXpOpkJBIJFi5ciIceemjQWGA8I5cLFy7gnXfewfbt24dctJBneLwis8tkMixduhTr1q3DnDlzuFaHx41kZGRg9erVePvtt9Ha2sq1Ol6NV1TjDQYDTp8+DbFYjKKiokGP8fX1RWpqKiQSCTIyMjh3rOFxDkQ9Mfdra2uxZ88exMTEIC0tza6VebyVzs5OHDlyBI2NjZg4cSIiIiLsS8hSz50rBA70yioUCvL39yepVDro/qSkJDp58iRduHCBZsyYwXkPPC/OFZFIRL6+vpSSkkKZmZn2d397MC+//PKgPfICgYCUSiVFR0fTjh07hkxjRPTGDxfCqLu7G2VlZVAqlU7tffbz84NGo4FOp0NxcbHLZsD5+PhgzJgxYIyhuLh4xIRschZ9DiZ1dXXm9fI0Gs2osPAmkwnt7e0wmUzIy8vD6dOnERkZabsbraVSwBUCF5b8UqmUYmNjSaPRkFwud1q6N954I6Wnp9OOHTsoNjbWZfpPmDCBDhw4QIcPH6aUlBTOLamnilgsppiYGEpNTaX9+/c7w6B6DJYse58IBAIKCwujxMREeu+99wZNY0RY9uHQ6XS4dOmS09MVCoXw8fGBTCZz6WQMgUAAuVwOkUgEgYDbflOpVIqAgACYTCY0NjYOOdVXLpfD398fer0eTU1NNrnJ2oNer0dpaSmam5tRWlqK8vJy8z6VSjWiLX3fxKra2loUFxejvLwcSqXSendqS6WAKwQeYBlslaCgIJo+fTqlpqY6tcZwpahUKpo8eTJNmTKFfH19Ob3nyZMn05dffkkfffTRsLWZG2+8kXbv3k1vvvmm01YptUZEIhFdc801NGvWLLO88cYbZDAYnGpt3clwlv1yiYuLo1mzZtGrr75Ker3enMaosOyuoqGhAT/99JPLr9PW1oYTJ04Mf6AbCAwMxPTp01FdXW1eD32oY1NTUyEWi4dd2cSZGAwGZGdn99s2fvx4dHR0QCTq+awFAgGkUqnHT4/t7u6GwWCwaSp0UVERioqKcNVVV6G9vR1yuRxSqXTIc/jMzuMQp06dwsMPP4ympiaHJ9c4ysGDB/Hggw+aM7dGo8GDDz7ovPngLsBgMODTTz/FgQMHkJ2dbfMMvyNHjmDVqlW47rrrsHz50Oun8pndBvo+InKSO6M90WavtFLO0sVS+sNRUlJi99rltuoy3L3m5uYiNzfX/DslJQVLlizx6OAXJpMJx48fx6ZNm+w6Pz8/H/n5+WhoaMC999475LF8ZreS8PBw3HHHHRCJRNi+fbvDH/i0adNw0003ITc3F19++aVVQ3opKSn4v//7P3M1ta6uDlu3brVqJRJrSEtLw80334zExETOp5TOmjULc+bMMWfSkpISbNu2DW1tbVanUVlZaQ7rdNttt0Gj0bhIW+4pLCzEK6+8MvQy4JYa864QcNjp5KikpKRQfn4+lZWV0axZsxxO77HHHiO9Xk+ff/651csgL1u2rF/UFntWFxlKVqxYQV1dXeb0z58/T+PHj+fkeT/77LP9FnQ8ePAgRURE2JVWZGQkHTp0yNH+M5eg0+loxYoVTn125I0ddEqlErNnz4afnx9+/PFHlwytWUtDQwO++OILSCQSVFdXO5xeVlYWPv74Y5w5c8bqjpmCggJs2rQJYrEYQM+6Yc5sJ+fm5mLTpk3mmkN5eTlnQTvPnj2Ljz/+2GzZc3Nzh4zXZg1GoxFHjx4dMry4n58fZs2ahcDAQIeu5ZFYKgVcIbCxhNJoNPTDDz9QdXU1LV68mBML0yeMMZJKpSSTyaweHhlKRCIRyeVykkgkVp8jFApJJpORXC4nuVxOUqnUqWvkuTp9e55Pn9jynK6UPsve2dlJy5Yt65fulZKcnExnz551tUE3w1v2XnQ6Hc6fP4+mpibOJ7YQkVNdZe2JS280Ggd1WhGLxRg/fjwCAgJQUFDQb4XQkJAQjBs3Dh0dHcjOzh7SldhS+s4iMjISV111FRobG5GTkzPk/bsibj9Rz3LJQ60z19jYiBMnTqClpQXjx49HUFCQU3Xo7OxEVlaWebqu0WiEUqnEnDlzUFpaaveiJlbhqLW2RWCHpQkKCqLQ0FCSyWScWBhvkMDAQNq0aRNdunSJ7r333n77brnlFsrPz6edO3dSVFQUp3red999VFpaSp988gkFBAS47bp9lr2jo4OWLFky5LFCoZDUajWNHz+e9u3b53RLnp+fT3PmzKHw8HAKDw+nmJgYeuONN6iyspLWrFnjlFqjV1p2o9Ho0Kou3ohIJEJERAQkEglqamqs6n0mImi1WrS0tAxo/+v1erS2tqKjo8Ppw3S20tXVhZaWFrfr0udi6+fnN2BOvJ+fH0JDQ6HValFZWQmj0Yj6+npzxNvo6GjzsYGBgQgODrbqmvX19YN+uwUFBSgrK0NVVRWAnlpZQ0MDWltbXb7MGB9d1sMIDQ3FSy+9hMTERLzwwguDRh29EqFQiNjYWCiVSlRUVPT7yPz9/REVFYWuri6UlpY6bZFKe1Cr1YiMjDTHqXO1H30fYrEYsbGx8PHxQVlZWb9OzVtvvRVr1qzB2bNn8fTTT5ubi0KhENHR0f38zpcsWYJHHnlk2LkLRIS33noLH3744YB9XV1dKCkpMTenGGOIjIxEUFAQamtrzYWAIxDRoE4FHm3Z3QVjDAqFAmKxGJ2dnZwu5CgUChEaGoqoqKhB47IPhtFotBjUo7m52WOWwaqvr+ek70Wv11sMba1QKBAVFYWqqqp+cdmNRuMAX4rp06ejoaHBfJxIJDKvwdbR0QG9Xg+gJ7MXFxcjMzNzWN2ICOXl5f0m9NiDWCyGQqEYsiZolWVnjD0K4H70tAnOA7gPgA+A/wLQACgBcAcRNVlIoi8dj7TsCoUCjz76KNLS0vDBBx9g586dnOkik8mQkpICX19fnDt3bmgnCR6HiYqKwrXXXoumpiacOXNmyII+Li4OV199tXk48KqrrsITTzwBkUiEV155BRcuXADQk4Hz8vKcFjvfGlJTU/GnP/0Jf/3rX1FQUGBf3HgAkQCKAch7f28FsBTAKwCe6t32FICXnd1B5y7x9/en7du3U2dnJ61atYpzfXgZKIwxEolEJBKJOBsOvFLS0tIoLy+PioqKhl3KydUyf/58qqyspJSUFIc76EQA5IwxPXoseiWA1QBm9+7/GMAhAE9amZ5HodVqsWHDBuzfv98tM9x4bCc+Ph6//e1vYTAY8OGHH3pEbPrS0lL87W9/g0AgQHFxMae6XLhwAWvWrBn6uQxnjXst8sMA2gHUAdjcu635imOaLJy7HEB6r3BeGvPinTJr1iwqKyujgoICPpLPMGK3ZWeMBQD4OYAxAJoBfM4Yu2e48/ogovcAvNebFll7Hg/P5ZSVleG9996DXq9HTU0N1+p4JcN20DHGbgewgIiW9f6+F8AUADcCmE1EVYyxcACHiGjIlef4zM7jCEKhEEQ0olZ1dQWODL2VApjCGPMBoEVPJk8H0AHgtwBe6v37lXNU9Uz8/f0xadIkCIVCnDp1ipMhpNjYWEycOBH19fVIT0/ndIiQC9w1Lj9isbLN/jyAXABZADYBkAIIAnAAQEHv30Bv7Y23RpKTk+n06dN04cIFmj59Oic63HvvvVRTU0M7duxwa7w3XrxLHOqNJ6K/AvjrFZt16LHyXodKpUJcXJzZGcWaqZM6nQ4lJSWQSqVDTqRwJS0tLSgsLER5ebnTJ4nwjHxGpbvs5MmT8a9//QtdXV146KGHBgQuHAyJRILQ0FAwxlBbW+uSZZCHQ6VSISgoCF1dXaitreXbrjyD4hXusj4+PggICIBer0dDQ8OQbbS+eNldXV1obGy06cNnjEEkEkEkElkdm6xvxRkuaWtrsyksExcIhUKo1WqIRCI0NjYOWguSyWQIDAw0T3QaybUUhUKBgIAA6HQ6NDQ0cFtAW9Nmd5ZgmLbG3Llzad++ffTOO+9QSEjIkMf+4he/oEOHDtErr7xic5x1X19fSktLo9TUVFIoFJy3sUaSRERE0Pvvv0/fffcdzZ49e9Bjpk2bRt9++y199NFHFBMTw7nOrpRFixbR999/T//617/cNq3XUQ86txAQEIAJEyYAgDn0kiWCg4ORnJyMuro68yoqfTHCdTrdkLWC1tZWpKenO1V3nh4kEgnGjh2Lq666CqGhoVAoFOju7jZPEgF6Vty99tprUV5e7tZY81wQFBSE5ORktLe3m8N9cYVHtdljY2MxefJkNDU14aeffhqy42zs2LFITU1FZWUljh07hrCwMDz00EOQyWRYv349cnJynK4/z/AolUrMmDEDoaGhuPbaaxESEoJPP/0Uu3fvNh8TGRmJqVOnoqOjAz/99NOIXnc9Pj4e119/PWpqanD06FG3DJdaarN7VDXeEUlOTqacnByqqKigOXPmcF59Y4x5zIQNa3V1pr5+fn70+eefU3d3Nz366KOc36O3iDPeg1dU4x2huroab7zxBqRSqcW53e4iLi4Ot99+O3Q6HT777DOnRKN1FYwxzJs3DzNmzMCpU6fw7bffOsV5paurC5999hlOnz6No0ePOkHTkc+MGTMwf/58ZGVlWb2WgE2MFMvuSTJnzhyqrKykCxcuUHJyMuf6DCUCgYBefvllIiJav369Q1FceXFMnnjiCTIajfTf//6XVCqV3emMeMvuSVRVVWHLli3QarVobGzkWp0hISKcPHkSGzZswE8//TRqXVLDw8Mxe/Zsq1bCKSkpwZEjR/p1OjqDc+fO4YMPPkBGRobT0wYA3rK7QBhjJJFISCKReEW7XSQSkVQqJZFIxLkuXMns2bOppKSEurq6hpVPP/3UJctqC4VCp7wH3rK7ESLiNLCjrbgiRrsnIZVKkZSUBF9fX+Tm5vYL6hgREYHExESkpaVBpVINu+wx0DMs7IqFIl0dt5+37LyMeAkLC6MdO3ZQSUkJ3X777f323XXXXXTp0iVqamrqt7bcUGzbts3q9fm4EN6yOxnGGMLDw+Hr68tZ1NSRgkgkQmRkJBQKhcVjOjo6UFFRYVcNRCgUIiAgAKGhoYiPj8f48ePN++Lj4xEaGmqVRe/D19cXiYmJ5lVdrsRkMqGurs7j1jzwKKcab0Imk+HZZ5/FokWL8M477+Ddd9/lWiWvRa1W4//9v/+HyZMnWzwmPT0dTz31lF3LU0dGRmLz5s2YOXMmKioq+sWNDwgIQGRkpE3V8tbWVpSXl1uscptMJrz11lvYsGGDzbo6A/KGiTDeBGMM/v7+CA8Ph0ql4lodzpBKpVAqlTAYDGhra7NroodQKERQUBAiIiKgVCohlUrR2dnZz4MyMDBw2MUZhoMxhqioKERFRTmUjq+vb7/awZUQEWJjYxEcHAytVmuxBtCHUqmETCaDVqtFR0eHQ7oNCd9mt08EAgFNmDCBFixYQAkJCZzrw5XMmjWLvvjiC/rHP/5BarXarjSkUilNmjSJfv7zn9PevXuJiGjz5s20cOFCs0yePJmkUqld6XOxPnteXh7t2rWLHn74YRKLxRZ1E4lEtGrVKtq1axfdd999Thm9sZT/vM6yC4VCCIVC1/dcDoPJZMK5c+dw7tw5znTwBMLCwjB79mwEBARAJpPZlYZOp8PJkychl8uxePFiAEBhYSG+++67PiPhEEQEvV7fb4Sk7ztyFWPHjsXYsWNRXV0NmUxmbiYQEQwGg/m+BAIBEhMTceONN+LMmTNgjDnlngfDqzK7QCDA4sWLMXfuXBw6dAjbtm0btU4gnkJGRgb+/Oc/o6GhoV9b2JNoaWnBm2++ie3btwPoqc4vWrQIN998s8uvPXXqVPzzn/80f6dVVVXYsGGDeaUfg8GA//73v8jOzkZmZqZr57tbMvmuEDhYPREKhfSPf/yDiIjefPPNIatHvHifyOVy+uijj8hkMtHzzz/vMockxhg9//zzrqrBD0l2djYlJSW59Dlayn9eZdlNJhMOHjwIo9GIo0eP8lZ9hKBQKLBo0SJoNBqUlZVh3bp1+PHHH11WneUStVqN3/3udygqKsI333wzYPFIl2KpFHCFwEmlskAg8Ao3VF6sk7CwMNq3bx+1tbXRfffd5/L3y6VlJyIyGo1UXV1NCxYscMn9Wcp/XmHZxWIxrr/+ekRGRuLs2bPIz893KL3g4GBMmTIFBoMBx48f99i25mihq6sLR44cQXV1NYqLi10ep42IkJWVha1bt2LMmDFITU11eFjPFgQCAXx8fDBz5kwolUqcOXMGFy9edP2FLZUCrhDYWVL5+vrSpk2bqKmpiR566CGHS74ZM2ZQbm4unTlzxuOnoI4GYYyRj48PqVQqt/XDSCQSUqlUtHLlStJqtS625QMxmUzU2dlJ9fX1tGzZMqfem6X85xWW3Wg0oqysDFlZWU5xS21vb0d+fj66uro4CQnt6fj7+yMhIQF6vR75+fkuj5NPRFbF7ncm3d3d6O7u5mwNAMYY5HI5RCIREhMTMWXKFFRWVqK0tNR1F7XGIjtL4EDJHxwcTLGxsU6ZWiiVSikqKooiIyP5YA2DyOzZsykjI4P27Nkz4h2Gli5dyollv5yGhgYqLi6mp556igQCgcP3dGW+6xOvsOxEhLq6Oqelp9PpUF5e7rT0PBFfX18EBASgs7MT9fX1I7Jn2xm0t7fj0qVL8Pf3h1qtdqmjjSUCAwMRGBgIjUYDjUaDtrY217wzS6WAKwQeUJKPFrnnnnvop59+ohdffJF8fHxsOtff35/S0tIoOTmZ5HI55/fiSgkODqZJkybRqlWrqL6+3qUWfDgqKiro2LFjdr2zy+XKfNcnXmHZeWxHrVbjmmuuQWFhoc09zc3NzaMmrn5dXR3q6uogk8nQ1NQEuVwOmUzm1t75PiIiIhAREYGqqir4+fmZdSAiaLVah0cp+CmuI5TExERMmDABZWVlSE9PH9GRaJxBSEgIJk+ejPj4eDzyyCOIjY3lTJe+d9YXh662thavv/46CgsLrTqfRnrceFtFIBA4pTOEl5EliYmJlJGRYXXUGndQUlJC06ZNs/p7JQv5b1Ra9ri4ONx5550wGAzYsmULKioquFaJx0MIDAzErbfeCo1GgzvvvBPjxo3jWiW0trbi66+/RnFxMbZt2zbsTEviLfv/ZNasWVRWVkYFBQWUkpLCuT68eJ4EBQXRzp07XWuybaS1tZXuuOOOYXUnvoPuf1RUVOA///kPuru7nTqkxzNy6Orqwq5du1BZWYlp06YhKSmJa5UgFotx0003ISAgACdOnEBmZqZtCVgqBVwh8IASG+hx0hGLxSQWi/kJNbxYFJFIRAqFgtavX+9qo201er2etFotPfbYYxb1Jm+07HK5HMnJyVAoFMjKykJNTY1T0iWifituiEQiJCUlISQkBHl5ebh06ZJ5X0hICK699lp0dHTg3Llzbnfr5OGOvogy586dw549e8zbQ0NDkZSUxMkSzCKRCEKhEOPHj8eCBQtQWlqKCxcu9BnTobFUCrhCYGPJGhsbS3v37qWLFy/SokWLXFaC+/n50SeffEJVVVX0wAMP9Nu3YMECKiwspP3795NGo+Hc2vDiflEqlaRWq81y3333UWtrq0st+HC0tbVRXV0drVu3bsDkoSvzXZ94tGUXCoXw9/dHUFCQTXG9bYUxBl9fX6jVasjl8n77pFIpgoKC0NLSwklJzsM97e3t/SLEtra2unwa7nAolUqzWBsG291Db3UAOgB404oKaniPvt6kK+Bd+nqLrrFEFDzYDrdmdgBgjKUTUZpbL+oA3qSvN+kKeJe+3qSrJdzvAMzDw8MJfGbn4RklcJHZ3+Pgmo7gTfp6k66Ad+nrTboOitvb7Dw8PNzAV+N5eEYJfGbn4RkluC2zM8YWMMbyGGOFjLGn3HVda2GMRTPGDjLGLjDGshljD/duD2SM7WOMFfT+DeBa1z4YY0LG2BnG2De9vz1ZV3/G2DbGWG7vM57qqfoyxh7t/QayGGOfMsZknqqrLbglszPGhADeBrAQwHgAv2aMWV7gmhsMAB4joqsBTAHwYK+OTwE4QERXATjQ+9tTeBjAhct+e7KurwP4jojGAUhGj94epy9jLBLAHwGkEVESACGAu+CButqMJT9aZwqAqQD2XPZ7NYDV7ri2Azp/BeAmAHkAwnu3hQPI41q3Xl2i0PPR3QDgm95tnqqrL4Bi9HYIX7bd4/QFEAmgDEAgelY5/gbAPE/U1VZxVzW+7wH2Ud67zSNhjGkAXAfgBIBQIqoCgN6/IRyqdjmvAXgCwOVO2p6qaxyAOgAf9TY7NjDGFPBAfYmoAsA/AJQCqALQQkR74YG62oq7MvtgnvoeOebHGFMC2A7gESJq5VqfwWCMLQJQS0QZXOtiJSIAKQDWE9F16Jkf4ZHV4N62+M8BjAEQAUDBGLuHW62cg7syezmA6Mt+RwGodNO1rYYxJkZPRt9MRF/0bq5hjIX37g8HUMuVfpcxHcCtjLESAJ8BuIEx9h94pq5Az/svJ6ITvb+3oSfze6K+cwEUE1EdEekBfAFgGjxTV5twV2Y/BeAqxtgYxpgEPR0eX7vp2lbBeuYJfgDgAhG9etmurwH8tvf/36KnLc8pRLSaiKKISIOeZ/k9Ed0DD9QVAIioGkAZYyyxd9ONAHLgmfqWApjCGPPp/SZuRE9noifqahtu7Pi4GUA+gIsA1nDdWTGIfjPQ07Q4ByCzV24GEISejrCC3r+BXOt6hd6z8b8OOo/VFcBEAOm9z/dLAAGeqi+A5wHkAsgCsAmA1FN1tUV4d1kenlEC70HHwzNK4DM7D88ogc/sPDyjBD6z8/CMEvjMzsMzSuAzOw/PKIHP7Dw8o4T/D2ix96VioUUQAAAAAElFTkSuQmCC\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1256,12 +1422,12 @@
     "id": "hbgXHmb2AEFP"
    },
    "source": [
-    "We still have some noise. So we can do another round where we first erode the image (to remove dust) and dilage it again to recover nuclei of correct size:"
+    "We still have some noise. So we can do another round where we first erode the image (to remove dust) and dilate it again to recover nuclei of correct size:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 35,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/",
@@ -1284,7 +1450,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1308,7 +1474,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The combination of erosion and dilation is defined as specific operators (opening, closing) and are widely used."
+    "The combination of erosion and dilation is defined as specific operators (opening, closing) and are widely used. For example in the Demo notebook, we use the ```binary_closing``` filter which applies firts a dilation and then an erosion:"
    ]
   },
   {
@@ -1318,7 +1484,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
@@ -1330,7 +1496,7 @@
     }
    ],
    "source": [
-    "plt.imshow(skimage.morphology.binary_opening(mask, selem=influence_region), cmap='gray');"
+    "plt.imshow(skimage.morphology.binary_closing(mask, selem=influence_region), cmap='gray');"
    ]
   },
   {
@@ -1367,7 +1533,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 432x288 with 1 Axes>"
       ]
-- 
GitLab