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   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "execution": {},
    "id": "view-in-github"
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   "source": [
    "<a href=\"https://colab.research.google.com/github/NeuromatchAcademy/course-content/blob/main/projects/ECoG/load_ECoG_joystick_track.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a> &nbsp; <a href=\"https://kaggle.com/kernels/welcome?src=https://raw.githubusercontent.com/NeuromatchAcademy/course-content/main/projects/ECoG/load_ECoG_joystick_track.ipynb\" target=\"_parent\"><img src=\"https://kaggle.com/static/images/open-in-kaggle.svg\" alt=\"Open in Kaggle\"/></a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "execution": {}
   },
   "source": [
    "## Loading of Miller ECoG data of the joystick track task\n",
    "\n",
    "includes some visualizations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "cellView": "form",
    "execution": {}
   },
   "outputs": [],
   "source": [
    "#@title Data retrieval\n",
    "import os, requests\n",
    "\n",
    "fname = 'joystick_track.npz'\n",
    "url = \"https://osf.io/6jncm/download\"\n",
    "\n",
    "if not os.path.isfile(fname):\n",
    "  try:\n",
    "    r = requests.get(url)\n",
    "  except requests.ConnectionError:\n",
    "    print(\"!!! Failed to download data !!!\")\n",
    "  else:\n",
    "    if r.status_code != requests.codes.ok:\n",
    "      print(\"!!! Failed to download data !!!\")\n",
    "    else:\n",
    "      with open(fname, \"wb\") as fid:\n",
    "        fid.write(r.content)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "cellView": "form",
    "execution": {}
   },
   "outputs": [],
   "source": [
    "# @title Install packages (`nilearn`, `nimare`. `duecredit`), import `matplotlib` and set defaults\n",
    "# install packages to visualize brains and electrode locations\n",
    "!pip install nilearn --quiet\n",
    "!pip install nimare --quiet\n",
    "!pip install duecredit --quiet\n",
    "\n",
    "from matplotlib import rcParams\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "rcParams['figure.figsize'] = [20, 4]\n",
    "rcParams['font.size'] = 15\n",
    "rcParams['axes.spines.top'] = False\n",
    "rcParams['axes.spines.right'] = False\n",
    "rcParams['figure.autolayout'] = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "cellView": "form",
    "execution": {}
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['V', 'targetX', 'targetY', 'cursorX', 'cursorY', 'locs', 'hemisphere', 'lobe', 'gyrus', 'Brodmann_Area'])\n"
     ]
    }
   ],
   "source": [
    "# @title Data loading\n",
    "import numpy as np\n",
    "\n",
    "alldat = np.load(fname, allow_pickle=True)['dat']\n",
    "\n",
    "# Select just one of the recordings here. This is subject 1, block 1.\n",
    "dat = alldat[0][0]\n",
    "\n",
    "print(dat.keys())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "execution": {}
   },
   "source": [
    "# Dataset info #\n",
    "\n",
    "This is one of multiple ECoG datasets from Miller 2019, recorded in clinical settings with a variety of tasks. Raw data here:\n",
    "\n",
    "https://exhibits.stanford.edu/data/catalog/zk881ps0522\n",
    "\n",
    "`dat` contain 4 sessions from 4 subjects, and was used in these papers: \n",
    "\n",
    "- Schalk, G., et al. \"Decoding two-dimensional movement trajectories using electrocorticographic signals in humans.\" Journal of Neural Engineering 4.3 (2007): 264. doi: [10.1088/1741-2560/4/3/012](https://doi.org/10.1088/1741-2560/4/3/012)\n",
    "\n",
    "- Schalk, Gerwin, et al. \"Two-dimensional movement control using electrocorticographic signals in humans.\" Journal of Neural Engineering 5.1 (2008): 75. doi: [10.1088/1741-2560/5/1/008](https://doi.org/10.1088/1741-2560/5/1/008)\n",
    "\n",
    "<br>\n",
    "\n",
    "From the dataset readme: \n",
    "\n",
    "*During the study, each patient was in a semi-recumbent position in a hospital bed about 1 m from a computer monitor. The patient used a joystick to maneuver a white cursor track a green target moving counter-clockwise in a circle of diameter 85% of monitor height ~1m away. The hand used to control the joystick was contralateral to the implanted electrode array.*\n",
    "\n",
    "<br>\n",
    "\n",
    "We also know that subject 0 was implanted in the left temporal lobe, while subject 2 was implanted in the right frontal lobe. \n",
    "\n",
    "Sample rate is always 1000Hz, and the ECoG data has been notch-filtered at 60, 120, 180, 240 and 250Hz, followed by z-scoring across the entire recording and conversion to float16 to minimize size. \n",
    "\n",
    "Variables are: \n",
    "* `dat['V']`: continuous voltage data (time by channels)\n",
    "* `dat['targetX']`: position of the target on the screen\n",
    "* `dat['targetY']`: position of the target on the screen\n",
    "* `dat['cursorX']`: X position of the cursor controlled by the joystick \n",
    "* `dat['cursorY']`: X position of the cursor controlled by the joystick \n",
    "* `dat['locs`]: three-dimensional coordinates of the electrodes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {}
   },
   "outputs": [
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h(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var i=0|t.words[0],a=0|e.words[0],o=i*a,s=67108863&amp;o,l=o/67108864|0;r.words[0]=s;for(var u=1;u&lt;n;u++){for(var c=l&gt;&gt;&gt;26,f=67108863&amp;l,h=Math.min(u,e.length-1),d=Math.max(0,u-t.length+1);d&lt;=h;d++){var p=u-d|0;c+=(o=(i=0|t.words[p])*(a=0|e.words[d])+f)/67108864|0,f=67108863&amp;o}r.words[u]=0|f,l=0|c}return 0!==l?r.words[u]=0|l:r.length--,r.strip()}a.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||&quot;hex&quot;===t){r=&quot;&quot;;for(var i=0,a=0,o=0;o&lt;this.length;o++){var s=this.words[o],l=(16777215&amp;(s&lt;&lt;i|a)).toString(16);r=0!==(a=s&gt;&gt;&gt;24-i&amp;16777215)||o!==this.length-1?u[6-l.length]+l+r:l+r,(i+=2)&gt;=26&amp;&amp;(i-=26,o--)}for(0!==a&amp;&amp;(r=a.toString(16)+r);r.length%e!=0;)r=&quot;0&quot;+r;return 0!==this.negative&amp;&amp;(r=&quot;-&quot;+r),r}if(t===(0|t)&amp;&amp;t&gt;=2&amp;&amp;t&lt;=36){var h=c[t],d=f[t];r=&quot;&quot;;var p=this.clone();for(p.negative=0;!p.isZero();){var g=p.modn(d).toString(t);r=(p=p.idivn(d)).isZero()?g+r:u[h-g.length]+g+r}for(this.isZero()&amp;&amp;(r=&quot;0&quot;+r);r.length%e!=0;)r=&quot;0&quot;+r;return 0!==this.negative&amp;&amp;(r=&quot;-&quot;+r),r}n(!1,&quot;Base should be between 2 and 36&quot;)},a.prototype.toNumber=function(){var t=this.words[0];return 2===this.length?t+=67108864*this.words[1]:3===this.length&amp;&amp;1===this.words[2]?t+=4503599627370496+67108864*this.words[1]:this.length&gt;2&amp;&amp;n(!1,&quot;Number can only safely store up to 53 bits&quot;),0!==this.negative?-t:t},a.prototype.toJSON=function(){return this.toString(16)},a.prototype.toBuffer=function(t,e){return n(&quot;undefined&quot;!=typeof o),this.toArrayLike(o,t,e)},a.prototype.toArray=function(t,e){return this.toArrayLike(Array,t,e)},a.prototype.toArrayLike=function(t,e,r){var i=this.byteLength(),a=r||Math.max(1,i);n(i&lt;=a,&quot;byte array longer than desired length&quot;),n(a&gt;0,&quot;Requested array length &lt;= 0&quot;),this.strip();var o,s,l=&quot;le&quot;===e,u=new t(a),c=this.clone();if(l){for(s=0;!c.isZero();s++)o=c.andln(255),c.iushrn(8),u[s]=o;for(;s&lt;a;s++)u[s]=0}else{for(s=0;s&lt;a-i;s++)u[s]=0;for(s=0;!c.isZero();s++)o=c.andln(255),c.iushrn(8),u[a-s-1]=o}return u},Math.clz32?a.prototype._countBits=function(t){return 32-Math.clz32(t)}:a.prototype._countBits=function(t){var e=t,r=0;return e&gt;=4096&amp;&amp;(r+=13,e&gt;&gt;&gt;=13),e&gt;=64&amp;&amp;(r+=7,e&gt;&gt;&gt;=7),e&gt;=8&amp;&amp;(r+=4,e&gt;&gt;&gt;=4),e&gt;=2&amp;&amp;(r+=2,e&gt;&gt;&gt;=2),r+e},a.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&amp;e)&amp;&amp;(r+=13,e&gt;&gt;&gt;=13),0==(127&amp;e)&amp;&amp;(r+=7,e&gt;&gt;&gt;=7),0==(15&amp;e)&amp;&amp;(r+=4,e&gt;&gt;&gt;=4),0==(3&amp;e)&amp;&amp;(r+=2,e&gt;&gt;&gt;=2),0==(1&amp;e)&amp;&amp;r++,r},a.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},a.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e&lt;this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},a.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},a.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},a.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},a.prototype.isNeg=function(){return 0!==this.negative},a.prototype.neg=function(){return this.clone().ineg()},a.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},a.prototype.iuor=function(t){for(;this.length&lt;t.length;)this.words[this.length++]=0;for(var e=0;e&lt;t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},a.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},a.prototype.or=function(t){return this.length&gt;t.length?this.clone().ior(t):t.clone().ior(this)},a.prototype.uor=function(t){return this.length&gt;t.length?this.clone().iuor(t):t.clone().iuor(this)},a.prototype.iuand=function(t){var e;e=this.length&gt;t.length?t:this;for(var r=0;r&lt;e.length;r++)this.words[r]=this.words[r]&amp;t.words[r];return this.length=e.length,this.strip()},a.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},a.prototype.and=function(t){return this.length&gt;t.length?this.clone().iand(t):t.clone().iand(this)},a.prototype.uand=function(t){return this.length&gt;t.length?this.clone().iuand(t):t.clone().iuand(this)},a.prototype.iuxor=function(t){var e,r;this.length&gt;t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n&lt;r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n&lt;e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},a.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},a.prototype.xor=function(t){return this.length&gt;t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length&gt;t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r&gt;0&amp;&amp;e--;for(var i=0;i&lt;e;i++)this.words[i]=67108863&amp;~this.words[i];return r&gt;0&amp;&amp;(this.words[i]=~this.words[i]&amp;67108863&gt;&gt;26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1&lt;&lt;i:this.words[r]&amp;~(1&lt;&lt;i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&amp;&amp;0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&amp;&amp;0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length&gt;t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a&lt;n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&amp;e,i=e&gt;&gt;&gt;26;for(;0!==i&amp;&amp;a&lt;r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&amp;e,i=e&gt;&gt;&gt;26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a&lt;r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&amp;&amp;0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&amp;&amp;0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length&gt;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&gt;0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o&lt;n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)&gt;&gt;26,this.words[o]=67108863&amp;e;for(;0!==a&amp;&amp;o&lt;r.length;o++)a=(e=(0|r.words[o])+a)&gt;&gt;26,this.words[o]=67108863&amp;e;if(0===a&amp;&amp;o&lt;r.length&amp;&amp;r!==this)for(;o&lt;r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&amp;&amp;(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,u=0,c=0|o[0],f=8191&amp;c,h=c&gt;&gt;&gt;13,d=0|o[1],p=8191&amp;d,g=d&gt;&gt;&gt;13,v=0|o[2],m=8191&amp;v,y=v&gt;&gt;&gt;13,b=0|o[3],x=8191&amp;b,_=b&gt;&gt;&gt;13,w=0|o[4],A=8191&amp;w,M=w&gt;&gt;&gt;13,T=0|o[5],k=8191&amp;T,E=T&gt;&gt;&gt;13,L=0|o[6],S=8191&amp;L,C=L&gt;&gt;&gt;13,O=0|o[7],R=8191&amp;O,P=O&gt;&gt;&gt;13,z=0|o[8],I=8191&amp;z,N=z&gt;&gt;&gt;13,D=0|o[9],F=8191&amp;D,j=D&gt;&gt;&gt;13,B=0|s[0],U=8191&amp;B,V=B&gt;&gt;&gt;13,H=0|s[1],q=8191&amp;H,G=H&gt;&gt;&gt;13,X=0|s[2],W=8191&amp;X,Y=X&gt;&gt;&gt;13,Z=0|s[3],Q=8191&amp;Z,$=Z&gt;&gt;&gt;13,J=0|s[4],K=8191&amp;J,tt=J&gt;&gt;&gt;13,et=0|s[5],rt=8191&amp;et,nt=et&gt;&gt;&gt;13,it=0|s[6],at=8191&amp;it,ot=it&gt;&gt;&gt;13,st=0|s[7],lt=8191&amp;st,ut=st&gt;&gt;&gt;13,ct=0|s[8],ft=8191&amp;ct,ht=ct&gt;&gt;&gt;13,dt=0|s[9],pt=8191&amp;dt,gt=dt&gt;&gt;&gt;13;r.negative=t.negative^e.negative,r.length=19;var vt=(u+(n=Math.imul(f,U))|0)+((8191&amp;(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))&lt;&lt;13)|0;u=((a=Math.imul(h,V))+(i&gt;&gt;&gt;13)|0)+(vt&gt;&gt;&gt;26)|0,vt&amp;=67108863,n=Math.imul(p,U),i=(i=Math.imul(p,V))+Math.imul(g,U)|0,a=Math.imul(g,V);var mt=(u+(n=n+Math.imul(f,q)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,G)|0)+(i&gt;&gt;&gt;13)|0)+(mt&gt;&gt;&gt;26)|0,mt&amp;=67108863,n=Math.imul(m,U),i=(i=Math.imul(m,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(p,q)|0,i=(i=i+Math.imul(p,G)|0)+Math.imul(g,q)|0,a=a+Math.imul(g,G)|0;var yt=(u+(n=n+Math.imul(f,W)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,Y)|0)+Math.imul(h,W)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,Y)|0)+(i&gt;&gt;&gt;13)|0)+(yt&gt;&gt;&gt;26)|0,yt&amp;=67108863,n=Math.imul(x,U),i=(i=Math.imul(x,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(m,q)|0,i=(i=i+Math.imul(m,G)|0)+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(p,W)|0,i=(i=i+Math.imul(p,Y)|0)+Math.imul(g,W)|0,a=a+Math.imul(g,Y)|0;var bt=(u+(n=n+Math.imul(f,Q)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,$)|0)+Math.imul(h,Q)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,$)|0)+(i&gt;&gt;&gt;13)|0)+(bt&gt;&gt;&gt;26)|0,bt&amp;=67108863,n=Math.imul(A,U),i=(i=Math.imul(A,V))+Math.imul(M,U)|0,a=Math.imul(M,V),n=n+Math.imul(x,q)|0,i=(i=i+Math.imul(x,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(m,W)|0,i=(i=i+Math.imul(m,Y)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,Y)|0,n=n+Math.imul(p,Q)|0,i=(i=i+Math.imul(p,$)|0)+Math.imul(g,Q)|0,a=a+Math.imul(g,$)|0;var xt=(u+(n=n+Math.imul(f,K)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,K)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,tt)|0)+(i&gt;&gt;&gt;13)|0)+(xt&gt;&gt;&gt;26)|0,xt&amp;=67108863,n=Math.imul(k,U),i=(i=Math.imul(k,V))+Math.imul(E,U)|0,a=Math.imul(E,V),n=n+Math.imul(A,q)|0,i=(i=i+Math.imul(A,G)|0)+Math.imul(M,q)|0,a=a+Math.imul(M,G)|0,n=n+Math.imul(x,W)|0,i=(i=i+Math.imul(x,Y)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,Y)|0,n=n+Math.imul(m,Q)|0,i=(i=i+Math.imul(m,$)|0)+Math.imul(y,Q)|0,a=a+Math.imul(y,$)|0,n=n+Math.imul(p,K)|0,i=(i=i+Math.imul(p,tt)|0)+Math.imul(g,K)|0,a=a+Math.imul(g,tt)|0;var _t=(u+(n=n+Math.imul(f,rt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,nt)|0)+(i&gt;&gt;&gt;13)|0)+(_t&gt;&gt;&gt;26)|0,_t&amp;=67108863,n=Math.imul(S,U),i=(i=Math.imul(S,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(k,q)|0,i=(i=i+Math.imul(k,G)|0)+Math.imul(E,q)|0,a=a+Math.imul(E,G)|0,n=n+Math.imul(A,W)|0,i=(i=i+Math.imul(A,Y)|0)+Math.imul(M,W)|0,a=a+Math.imul(M,Y)|0,n=n+Math.imul(x,Q)|0,i=(i=i+Math.imul(x,$)|0)+Math.imul(_,Q)|0,a=a+Math.imul(_,$)|0,n=n+Math.imul(m,K)|0,i=(i=i+Math.imul(m,tt)|0)+Math.imul(y,K)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(p,rt)|0,i=(i=i+Math.imul(p,nt)|0)+Math.imul(g,rt)|0,a=a+Math.imul(g,nt)|0;var wt=(u+(n=n+Math.imul(f,at)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ot)|0)+(i&gt;&gt;&gt;13)|0)+(wt&gt;&gt;&gt;26)|0,wt&amp;=67108863,n=Math.imul(R,U),i=(i=Math.imul(R,V))+Math.imul(P,U)|0,a=Math.imul(P,V),n=n+Math.imul(S,q)|0,i=(i=i+Math.imul(S,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(k,W)|0,i=(i=i+Math.imul(k,Y)|0)+Math.imul(E,W)|0,a=a+Math.imul(E,Y)|0,n=n+Math.imul(A,Q)|0,i=(i=i+Math.imul(A,$)|0)+Math.imul(M,Q)|0,a=a+Math.imul(M,$)|0,n=n+Math.imul(x,K)|0,i=(i=i+Math.imul(x,tt)|0)+Math.imul(_,K)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(m,rt)|0,i=(i=i+Math.imul(m,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(p,at)|0,i=(i=i+Math.imul(p,ot)|0)+Math.imul(g,at)|0,a=a+Math.imul(g,ot)|0;var At=(u+(n=n+Math.imul(f,lt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ut)|0)+Math.imul(h,lt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ut)|0)+(i&gt;&gt;&gt;13)|0)+(At&gt;&gt;&gt;26)|0,At&amp;=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(R,q)|0,i=(i=i+Math.imul(R,G)|0)+Math.imul(P,q)|0,a=a+Math.imul(P,G)|0,n=n+Math.imul(S,W)|0,i=(i=i+Math.imul(S,Y)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,Y)|0,n=n+Math.imul(k,Q)|0,i=(i=i+Math.imul(k,$)|0)+Math.imul(E,Q)|0,a=a+Math.imul(E,$)|0,n=n+Math.imul(A,K)|0,i=(i=i+Math.imul(A,tt)|0)+Math.imul(M,K)|0,a=a+Math.imul(M,tt)|0,n=n+Math.imul(x,rt)|0,i=(i=i+Math.imul(x,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(m,at)|0,i=(i=i+Math.imul(m,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(p,lt)|0,i=(i=i+Math.imul(p,ut)|0)+Math.imul(g,lt)|0,a=a+Math.imul(g,ut)|0;var Mt=(u+(n=n+Math.imul(f,ft)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,ht)|0)+(i&gt;&gt;&gt;13)|0)+(Mt&gt;&gt;&gt;26)|0,Mt&amp;=67108863,n=Math.imul(F,U),i=(i=Math.imul(F,V))+Math.imul(j,U)|0,a=Math.imul(j,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(N,q)|0,a=a+Math.imul(N,G)|0,n=n+Math.imul(R,W)|0,i=(i=i+Math.imul(R,Y)|0)+Math.imul(P,W)|0,a=a+Math.imul(P,Y)|0,n=n+Math.imul(S,Q)|0,i=(i=i+Math.imul(S,$)|0)+Math.imul(C,Q)|0,a=a+Math.imul(C,$)|0,n=n+Math.imul(k,K)|0,i=(i=i+Math.imul(k,tt)|0)+Math.imul(E,K)|0,a=a+Math.imul(E,tt)|0,n=n+Math.imul(A,rt)|0,i=(i=i+Math.imul(A,nt)|0)+Math.imul(M,rt)|0,a=a+Math.imul(M,nt)|0,n=n+Math.imul(x,at)|0,i=(i=i+Math.imul(x,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(m,lt)|0,i=(i=i+Math.imul(m,ut)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ut)|0,n=n+Math.imul(p,ft)|0,i=(i=i+Math.imul(p,ht)|0)+Math.imul(g,ft)|0,a=a+Math.imul(g,ht)|0;var Tt=(u+(n=n+Math.imul(f,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(f,gt)|0)+Math.imul(h,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(h,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Tt&gt;&gt;&gt;26)|0,Tt&amp;=67108863,n=Math.imul(F,q),i=(i=Math.imul(F,G))+Math.imul(j,q)|0,a=Math.imul(j,G),n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,Y)|0)+Math.imul(N,W)|0,a=a+Math.imul(N,Y)|0,n=n+Math.imul(R,Q)|0,i=(i=i+Math.imul(R,$)|0)+Math.imul(P,Q)|0,a=a+Math.imul(P,$)|0,n=n+Math.imul(S,K)|0,i=(i=i+Math.imul(S,tt)|0)+Math.imul(C,K)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(k,rt)|0,i=(i=i+Math.imul(k,nt)|0)+Math.imul(E,rt)|0,a=a+Math.imul(E,nt)|0,n=n+Math.imul(A,at)|0,i=(i=i+Math.imul(A,ot)|0)+Math.imul(M,at)|0,a=a+Math.imul(M,ot)|0,n=n+Math.imul(x,lt)|0,i=(i=i+Math.imul(x,ut)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(m,ft)|0,i=(i=i+Math.imul(m,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var kt=(u+(n=n+Math.imul(p,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(p,gt)|0)+Math.imul(g,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(g,gt)|0)+(i&gt;&gt;&gt;13)|0)+(kt&gt;&gt;&gt;26)|0,kt&amp;=67108863,n=Math.imul(F,W),i=(i=Math.imul(F,Y))+Math.imul(j,W)|0,a=Math.imul(j,Y),n=n+Math.imul(I,Q)|0,i=(i=i+Math.imul(I,$)|0)+Math.imul(N,Q)|0,a=a+Math.imul(N,$)|0,n=n+Math.imul(R,K)|0,i=(i=i+Math.imul(R,tt)|0)+Math.imul(P,K)|0,a=a+Math.imul(P,tt)|0,n=n+Math.imul(S,rt)|0,i=(i=i+Math.imul(S,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(k,at)|0,i=(i=i+Math.imul(k,ot)|0)+Math.imul(E,at)|0,a=a+Math.imul(E,ot)|0,n=n+Math.imul(A,lt)|0,i=(i=i+Math.imul(A,ut)|0)+Math.imul(M,lt)|0,a=a+Math.imul(M,ut)|0,n=n+Math.imul(x,ft)|0,i=(i=i+Math.imul(x,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var Et=(u+(n=n+Math.imul(m,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(m,gt)|0)+Math.imul(y,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(y,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Et&gt;&gt;&gt;26)|0,Et&amp;=67108863,n=Math.imul(F,Q),i=(i=Math.imul(F,$))+Math.imul(j,Q)|0,a=Math.imul(j,$),n=n+Math.imul(I,K)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(N,K)|0,a=a+Math.imul(N,tt)|0,n=n+Math.imul(R,rt)|0,i=(i=i+Math.imul(R,nt)|0)+Math.imul(P,rt)|0,a=a+Math.imul(P,nt)|0,n=n+Math.imul(S,at)|0,i=(i=i+Math.imul(S,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(k,lt)|0,i=(i=i+Math.imul(k,ut)|0)+Math.imul(E,lt)|0,a=a+Math.imul(E,ut)|0,n=n+Math.imul(A,ft)|0,i=(i=i+Math.imul(A,ht)|0)+Math.imul(M,ft)|0,a=a+Math.imul(M,ht)|0;var Lt=(u+(n=n+Math.imul(x,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(x,gt)|0)+Math.imul(_,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(_,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Lt&gt;&gt;&gt;26)|0,Lt&amp;=67108863,n=Math.imul(F,K),i=(i=Math.imul(F,tt))+Math.imul(j,K)|0,a=Math.imul(j,tt),n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(N,rt)|0,a=a+Math.imul(N,nt)|0,n=n+Math.imul(R,at)|0,i=(i=i+Math.imul(R,ot)|0)+Math.imul(P,at)|0,a=a+Math.imul(P,ot)|0,n=n+Math.imul(S,lt)|0,i=(i=i+Math.imul(S,ut)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(k,ft)|0,i=(i=i+Math.imul(k,ht)|0)+Math.imul(E,ft)|0,a=a+Math.imul(E,ht)|0;var St=(u+(n=n+Math.imul(A,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(A,gt)|0)+Math.imul(M,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(M,gt)|0)+(i&gt;&gt;&gt;13)|0)+(St&gt;&gt;&gt;26)|0,St&amp;=67108863,n=Math.imul(F,rt),i=(i=Math.imul(F,nt))+Math.imul(j,rt)|0,a=Math.imul(j,nt),n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(N,at)|0,a=a+Math.imul(N,ot)|0,n=n+Math.imul(R,lt)|0,i=(i=i+Math.imul(R,ut)|0)+Math.imul(P,lt)|0,a=a+Math.imul(P,ut)|0,n=n+Math.imul(S,ft)|0,i=(i=i+Math.imul(S,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(u+(n=n+Math.imul(k,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(k,gt)|0)+Math.imul(E,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(E,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Ct&gt;&gt;&gt;26)|0,Ct&amp;=67108863,n=Math.imul(F,at),i=(i=Math.imul(F,ot))+Math.imul(j,at)|0,a=Math.imul(j,ot),n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ut)|0)+Math.imul(N,lt)|0,a=a+Math.imul(N,ut)|0,n=n+Math.imul(R,ft)|0,i=(i=i+Math.imul(R,ht)|0)+Math.imul(P,ft)|0,a=a+Math.imul(P,ht)|0;var Ot=(u+(n=n+Math.imul(S,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(S,gt)|0)+Math.imul(C,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(C,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Ot&gt;&gt;&gt;26)|0,Ot&amp;=67108863,n=Math.imul(F,lt),i=(i=Math.imul(F,ut))+Math.imul(j,lt)|0,a=Math.imul(j,ut),n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(N,ft)|0,a=a+Math.imul(N,ht)|0;var Rt=(u+(n=n+Math.imul(R,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(R,gt)|0)+Math.imul(P,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(P,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Rt&gt;&gt;&gt;26)|0,Rt&amp;=67108863,n=Math.imul(F,ft),i=(i=Math.imul(F,ht))+Math.imul(j,ft)|0,a=Math.imul(j,ht);var Pt=(u+(n=n+Math.imul(I,pt)|0)|0)+((8191&amp;(i=(i=i+Math.imul(I,gt)|0)+Math.imul(N,pt)|0))&lt;&lt;13)|0;u=((a=a+Math.imul(N,gt)|0)+(i&gt;&gt;&gt;13)|0)+(Pt&gt;&gt;&gt;26)|0,Pt&amp;=67108863;var zt=(u+(n=Math.imul(F,pt))|0)+((8191&amp;(i=(i=Math.imul(F,gt))+Math.imul(j,pt)|0))&lt;&lt;13)|0;return u=((a=Math.imul(j,gt))+(i&gt;&gt;&gt;13)|0)+(zt&gt;&gt;&gt;26)|0,zt&amp;=67108863,l[0]=vt,l[1]=mt,l[2]=yt,l[3]=bt,l[4]=xt,l[5]=_t,l[6]=wt,l[7]=At,l[8]=Mt,l[9]=Tt,l[10]=kt,l[11]=Et,l[12]=Lt,l[13]=St,l[14]=Ct,l[15]=Ot,l[16]=Rt,l[17]=Pt,l[18]=zt,0!==u&amp;&amp;(l[19]=u,r.length++),r};function p(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=h),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&amp;&amp;10===t.length?d(this,t,e):r&lt;63?h(this,t,e):r&lt;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&lt;r.length-1;a++){var o=i;i=0;for(var s=67108863&amp;n,l=Math.min(a,e.length-1),u=Math.max(0,a-t.length+1);u&lt;=l;u++){var c=a-u,f=(0|t.words[c])*(0|e.words[u]),h=67108863&amp;f;s=67108863&amp;(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h&gt;&gt;&gt;26)|0)&gt;&gt;&gt;26,o&amp;=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):p(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n&lt;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&lt;e;i++)n|=(1&amp;t)&lt;&lt;e-i-1,t&gt;&gt;=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o&lt;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&lt;i;o&lt;&lt;=1)for(var s=o&lt;&lt;1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c&lt;i;c+=s)for(var f=l,h=u,d=0;d&lt;o;d++){var p=r[c+d],g=n[c+d],v=r[c+d+o],m=n[c+d+o],y=f*v-h*m;m=f*m+h*v,v=y,r[c+d]=p+v,n[c+d]=g+m,r[c+d+o]=p-v,n[c+d+o]=g-m,d!==s&amp;&amp;(y=l*f-u*h,h=l*h+u*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&amp;r,i=0;for(r=r/2|0;r;r&gt;&gt;&gt;=1)i++;return 1&lt;&lt;i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r&lt;=1))for(var n=0;n&lt;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&lt;e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&amp;i,r=i&lt;67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o&lt;e;o++)a+=0|t[o],r[2*o]=8191&amp;a,a&gt;&gt;&gt;=13,r[2*o+1]=8191&amp;a,a&gt;&gt;&gt;=13;for(o=2*e;o&lt;i;++o)r[o]=0;n(0===a),n(0==(-8192&amp;a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r&lt;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),u=new Array(n),c=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,u,n),this.transform(o,a,s,l,n,i),this.transform(u,a,c,f,n,i);for(var d=0;d&lt;n;d++){var p=s[d]*c[d]-l[d]*f[d];l[d]=s[d]*f[d]+l[d]*c[d],s[d]=p}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),p(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(&quot;number&quot;==typeof t),n(t&lt;67108864);for(var e=0,r=0;r&lt;this.length;r++){var i=(0|this.words[r])*t,a=(67108863&amp;i)+(67108863&amp;e);e&gt;&gt;=26,e+=i/67108864|0,e+=a&gt;&gt;&gt;26,this.words[r]=67108863&amp;a}return 0!==e&amp;&amp;(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&lt;e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&amp;1&lt;&lt;i)&gt;&gt;&gt;i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n&lt;e.length&amp;&amp;0===e[n];n++,r=r.sqr());if(++n&lt;e.length)for(var i=r.sqr();n&lt;e.length;n++,i=i.sqr())0!==e[n]&amp;&amp;(r=r.mul(i));return r},a.prototype.iushln=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e,r=t%26,i=(t-r)/26,a=67108863&gt;&gt;&gt;26-r&lt;&lt;26-r;if(0!==r){var o=0;for(e=0;e&lt;this.length;e++){var s=this.words[e]&amp;a,l=(0|this.words[e])-s&lt;&lt;r;this.words[e]=l|o,o=s&gt;&gt;&gt;26-r}o&amp;&amp;(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e&gt;=0;e--)this.words[e+i]=this.words[e];for(e=0;e&lt;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(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863&gt;&gt;&gt;a&lt;&lt;a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u&lt;o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length&gt;o)for(this.length-=o,u=0;u&lt;this.length;u++)this.words[u]=this.words[u+o];else this.words[0]=0,this.length=1;var c=0;for(u=this.length-1;u&gt;=0&amp;&amp;(0!==c||u&gt;=i);u--){var f=0|this.words[u];this.words[u]=c&lt;&lt;26-a|f&gt;&gt;&gt;a,c=f&amp;s}return l&amp;&amp;0!==c&amp;&amp;(l.words[l.length++]=c),0===this.length&amp;&amp;(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(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=t%26,r=(t-e)/26,i=1&lt;&lt;e;return!(this.length&lt;=r)&amp;&amp;!!(this.words[r]&amp;i)},a.prototype.imaskn=function(t){n(&quot;number&quot;==typeof t&amp;&amp;t&gt;=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,&quot;imaskn works only with positive numbers&quot;),this.length&lt;=r)return this;if(0!==e&amp;&amp;r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863&gt;&gt;&gt;e&lt;&lt;e;this.words[this.length-1]&amp;=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(&quot;number&quot;==typeof t),n(t&lt;67108864),t&lt;0?this.isubn(-t):0!==this.negative?1===this.length&amp;&amp;(0|this.words[0])&lt;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&lt;this.length&amp;&amp;this.words[e]&gt;=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(&quot;number&quot;==typeof t),n(t&lt;67108864),t&lt;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&amp;&amp;this.words[0]&lt;0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e&lt;this.length&amp;&amp;this.words[e]&lt;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&lt;t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&amp;l)&gt;&gt;26)-(l/67108864|0),this.words[i+r]=67108863&amp;a}for(;i&lt;this.length-r;i++)s=(a=(0|this.words[i+r])+s)&gt;&gt;26,this.words[i+r]=67108863&amp;a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i&lt;this.length;i++)s=(a=-(0|this.words[i])+s)&gt;&gt;26,this.words[i]=67108863&amp;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))&amp;&amp;(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(&quot;mod&quot;!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var u=0;u&lt;s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&amp;&amp;(n=c,s&amp;&amp;(s.words[l]=1));for(var f=l-1;f&gt;=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&amp;&amp;(s.words[f]=h)}return s&amp;&amp;s.strip(),n.strip(),&quot;div&quot;!==e&amp;&amp;0!==r&amp;&amp;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&amp;&amp;0===t.negative?(s=this.neg().divmod(t,e),&quot;mod&quot;!==e&amp;&amp;(i=s.div.neg()),&quot;div&quot;!==e&amp;&amp;(o=s.mod.neg(),r&amp;&amp;0!==o.negative&amp;&amp;o.iadd(t)),{div:i,mod:o}):0===this.negative&amp;&amp;0!==t.negative?(s=this.divmod(t.neg(),e),&quot;mod&quot;!==e&amp;&amp;(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&amp;t.negative)?(s=this.neg().divmod(t.neg(),e),&quot;div&quot;!==e&amp;&amp;(o=s.mod.neg(),r&amp;&amp;0!==o.negative&amp;&amp;o.isub(t)),{div:s.div,mod:o}):t.length&gt;this.length||this.cmp(t)&lt;0?{div:new a(0),mod:this}:1===t.length?&quot;div&quot;===e?{div:this.divn(t.words[0]),mod:null}:&quot;mod&quot;===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,&quot;div&quot;,!1).div},a.prototype.mod=function(t){return this.divmod(t,&quot;mod&quot;,!1).mod},a.prototype.umod=function(t){return this.divmod(t,&quot;mod&quot;,!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&lt;0||1===i&amp;&amp;0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t&lt;=67108863);for(var e=(1&lt;&lt;26)%t,r=0,i=this.length-1;i&gt;=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t&lt;=67108863);for(var e=0,r=this.length-1;r&gt;=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),u=0;e.isEven()&amp;&amp;r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),f=e.clone();!e.isZero();){for(var h=0,d=1;0==(e.words[0]&amp;d)&amp;&amp;h&lt;26;++h,d&lt;&lt;=1);if(h&gt;0)for(e.iushrn(h);h-- &gt;0;)(i.isOdd()||o.isOdd())&amp;&amp;(i.iadd(c),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var p=0,g=1;0==(r.words[0]&amp;g)&amp;&amp;p&lt;26;++p,g&lt;&lt;=1);if(p&gt;0)for(r.iushrn(p);p-- &gt;0;)(s.isOdd()||l.isOdd())&amp;&amp;(s.iadd(c),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)&gt;=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(u)}},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)&gt;0&amp;&amp;r.cmpn(1)&gt;0;){for(var u=0,c=1;0==(e.words[0]&amp;c)&amp;&amp;u&lt;26;++u,c&lt;&lt;=1);if(u&gt;0)for(e.iushrn(u);u-- &gt;0;)o.isOdd()&amp;&amp;o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&amp;h)&amp;&amp;f&lt;26;++f,h&lt;&lt;=1);if(f&gt;0)for(r.iushrn(f);f-- &gt;0;)s.isOdd()&amp;&amp;s.iadd(l),s.iushrn(1);e.cmp(r)&gt;=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)&lt;0&amp;&amp;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()&amp;&amp;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&lt;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&amp;this.words[0])},a.prototype.isOdd=function(){return 1==(1&amp;this.words[0])},a.prototype.andln=function(t){return this.words[0]&amp;t},a.prototype.bincn=function(t){n(&quot;number&quot;==typeof t);var e=t%26,r=(t-e)/26,i=1&lt;&lt;e;if(this.length&lt;=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&amp;&amp;o&lt;this.length;o++){var s=0|this.words[o];a=(s+=a)&gt;&gt;&gt;26,s&amp;=67108863,this.words[o]=s}return 0!==a&amp;&amp;(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&amp;&amp;0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t&lt;0;if(0!==this.negative&amp;&amp;!r)return-1;if(0===this.negative&amp;&amp;r)return 1;if(this.strip(),this.length&gt;1)e=1;else{r&amp;&amp;(t=-t),n(t&lt;=67108863,&quot;Number is too big&quot;);var i=0|this.words[0];e=i===t?0:i&lt;t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&amp;&amp;0===t.negative)return-1;if(0===this.negative&amp;&amp;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&gt;t.length)return 1;if(this.length&lt;t.length)return-1;for(var e=0,r=this.length-1;r&gt;=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n&lt;i?e=-1:n&gt;i&amp;&amp;(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)&gt;=0},a.prototype.gte=function(t){return this.cmp(t)&gt;=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)&lt;=0},a.prototype.lte=function(t){return this.cmp(t)&lt;=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new w(t)},a.prototype.toRed=function(t){return n(!this.red,&quot;Already a number in reduction context&quot;),n(0===this.negative,&quot;red works only with positives&quot;),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,&quot;fromRed works only with numbers in reduction context&quot;),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,&quot;Already a number in reduction context&quot;),this._forceRed(t)},a.prototype.redAdd=function(t){return n(this.red,&quot;redAdd works only with red numbers&quot;),this.red.add(this,t)},a.prototype.redIAdd=function(t){return n(this.red,&quot;redIAdd works only with red numbers&quot;),this.red.iadd(this,t)},a.prototype.redSub=function(t){return n(this.red,&quot;redSub works only with red numbers&quot;),this.red.sub(this,t)},a.prototype.redISub=function(t){return n(this.red,&quot;redISub works only with red numbers&quot;),this.red.isub(this,t)},a.prototype.redShl=function(t){return n(this.red,&quot;redShl works only with red numbers&quot;),this.red.shl(this,t)},a.prototype.redMul=function(t){return n(this.red,&quot;redMul works only with red numbers&quot;),this.red._verify2(this,t),this.red.mul(this,t)},a.prototype.redIMul=function(t){return n(this.red,&quot;redMul works only with red numbers&quot;),this.red._verify2(this,t),this.red.imul(this,t)},a.prototype.redSqr=function(){return n(this.red,&quot;redSqr works only with red numbers&quot;),this.red._verify1(this),this.red.sqr(this)},a.prototype.redISqr=function(){return n(this.red,&quot;redISqr works only with red numbers&quot;),this.red._verify1(this),this.red.isqr(this)},a.prototype.redSqrt=function(){return n(this.red,&quot;redSqrt works only with red numbers&quot;),this.red._verify1(this),this.red.sqrt(this)},a.prototype.redInvm=function(){return n(this.red,&quot;redInvm works only with red numbers&quot;),this.red._verify1(this),this.red.invm(this)},a.prototype.redNeg=function(){return n(this.red,&quot;redNeg works only with red numbers&quot;),this.red._verify1(this),this.red.neg(this)},a.prototype.redPow=function(t){return n(this.red&amp;&amp;!t.red,&quot;redPow(normalNum)&quot;),this.red._verify1(this),this.red.pow(this,t)};var v={k256:null,p224:null,p192:null,p25519:null};function m(t,e){this.name=t,this.p=new a(e,16),this.n=this.p.bitLength(),this.k=new a(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){m.call(this,&quot;k256&quot;,&quot;ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f&quot;)}function b(){m.call(this,&quot;p224&quot;,&quot;ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001&quot;)}function x(){m.call(this,&quot;p192&quot;,&quot;ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff&quot;)}function _(){m.call(this,&quot;25519&quot;,&quot;7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed&quot;)}function w(t){if(&quot;string&quot;==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),&quot;modulus must be greater than 1&quot;),this.m=t,this.prime=null}function A(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&amp;&amp;(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}m.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},m.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e&gt;this.n);var n=e&lt;this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n&gt;0?r.isub(this.p):r.strip(),r},m.prototype.split=function(t,e){t.iushrn(this.n,0,e)},m.prototype.imulK=function(t){return t.imul(this.k)},i(y,m),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n&lt;r;n++)e.words[n]=t.words[n];if(e.length=r,t.length&lt;=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&amp;i,n=10;n&lt;t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&amp;a)&lt;&lt;4|i&gt;&gt;&gt;22,i=a}i&gt;&gt;&gt;=22,t.words[n-10]=i,0===i&amp;&amp;t.length&gt;10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r&lt;t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&amp;e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&amp;&amp;(t.length--,0===t.words[t.length-1]&amp;&amp;t.length--),t},i(b,m),i(x,m),i(_,m),_.prototype.imulK=function(t){for(var e=0,r=0;r&lt;t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&amp;n;n&gt;&gt;&gt;=26,t.words[r]=i,e=n}return 0!==e&amp;&amp;(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if(&quot;k256&quot;===t)e=new y;else if(&quot;p224&quot;===t)e=new b;else if(&quot;p192&quot;===t)e=new x;else{if(&quot;p25519&quot;!==t)throw new Error(&quot;Unknown prime &quot;+t);e=new _}return v[t]=e,e},w.prototype._verify1=function(t){n(0===t.negative,&quot;red works only with positives&quot;),n(t.red,&quot;red works only with red numbers&quot;)},w.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),&quot;red works only with positives&quot;),n(t.red&amp;&amp;t.red===e.red,&quot;red works only with red numbers&quot;)},w.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},w.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},w.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)&gt;=0&amp;&amp;r.isub(this.m),r._forceRed(this)},w.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)&gt;=0&amp;&amp;r.isub(this.m),r},w.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)&lt;0&amp;&amp;r.iadd(this.m),r._forceRed(this)},w.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)&lt;0&amp;&amp;r.iadd(this.m),r},w.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},w.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},w.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},w.prototype.isqr=function(t){return this.imul(t,t.clone())},w.prototype.sqr=function(t){return this.mul(t,t)},w.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&amp;&amp;0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),u=this.m.subn(1).iushrn(1),c=this.m.bitLength();for(c=new a(2*c*c).toRed(this);0!==this.pow(c,u).cmp(l);)c.redIAdd(l);for(var f=this.pow(c,i),h=this.pow(t,i.addn(1).iushrn(1)),d=this.pow(t,i),p=o;0!==d.cmp(s);){for(var g=d,v=0;0!==g.cmp(s);v++)g=g.redSqr();n(v&lt;p);var m=this.pow(f,new a(1).iushln(p-v-1));h=h.redMul(m),f=m.redSqr(),d=d.redMul(f),p=v}return h},w.prototype.invm=function(t){var 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z=(R-=1)*x,I=w[z],N=w[z+1],D=w[z+2],F=w[z+3],j=w[z+4],B=w[z+5],U=R*_,V=A[U],H=A[U+1],q=1&amp;B,G=!!(16&amp;B),X=c,W=E,Y=S,Z=C;if(q&amp;&amp;(X=S,W=C,Y=c,Z=E),!(2&amp;B&amp;&amp;(D=v(t,I,N,D,X,W,H),N&gt;=D)||4&amp;B&amp;&amp;(N=m(t,I,N,D,X,W,V))&gt;=D)){var Q=D-N,$=j-F;if(G){if(t*Q*(Q+$)&lt;d){if(void 0!==(O=l.scanComplete(t,I,e,N,D,X,W,F,j,Y,Z)))return O;continue}}else{if(t*Math.min(Q,$)&lt;f){if(void 0!==(O=o(t,I,e,q,N,D,X,W,F,j,Y,Z)))return O;continue}if(t*Q*$&lt;h){if(void 0!==(O=l.scanBipartite(t,I,e,q,N,D,X,W,F,j,Y,Z)))return O;continue}}var J=p(t,I,N,D,X,W,V,H);if(N&lt;J)if(t*(J-N)&lt;f){if(void 0!==(O=s(t,I+1,e,N,J,X,W,F,j,Y,Z)))return O}else if(I===t-2){if(void 0!==(O=q?l.sweepBipartite(t,e,F,j,Y,Z,N,J,X,W):l.sweepBipartite(t,e,N,J,X,W,F,j,Y,Z)))return O}else M(R++,I+1,N,J,F,j,q,-1/0,1/0),M(R++,I+1,F,j,N,J,1^q,-1/0,1/0);if(J&lt;D){var K=u(t,I,F,j,Y,Z),tt=Y[P*K+I],et=g(t,I,K,j,Y,Z,tt);if(et&lt;j&amp;&amp;M(R++,I,J,D,et,j,(4|q)+(G?16:0),tt,H),F&lt;K&amp;&amp;M(R++,I,J,D,F,K,(2|q)+(G?16:0),V,tt),K+1===et){if(void 0!==(O=G?k(t,I,e,J,D,X,W,K,Y,Z[K]):T(t,I,e,q,J,D,X,W,K,Y,Z[K])))return O}else if(K&lt;et){var rt;if(G){if(rt=y(t,I,J,D,X,W,tt),J&lt;rt){var nt=g(t,I,J,rt,X,W,tt);if(I===t-2){if(J&lt;nt&amp;&amp;void 0!==(O=l.sweepComplete(t,e,J,nt,X,W,K,et,Y,Z)))return O;if(nt&lt;rt&amp;&amp;void 0!==(O=l.sweepBipartite(t,e,nt,rt,X,W,K,et,Y,Z)))return O}else J&lt;nt&amp;&amp;M(R++,I+1,J,nt,K,et,16,-1/0,1/0),nt&lt;rt&amp;&amp;(M(R++,I+1,nt,rt,K,et,0,-1/0,1/0),M(R++,I+1,K,et,nt,rt,1,-1/0,1/0))}}else rt=q?b(t,I,J,D,X,W,tt):y(t,I,J,D,X,W,tt),J&lt;rt&amp;&amp;(I===t-2?O=q?l.sweepBipartite(t,e,K,et,Y,Z,J,rt,X,W):l.sweepBipartite(t,e,J,rt,X,W,K,et,Y,Z):(M(R++,I+1,J,rt,K,et,q,-1/0,1/0),M(R++,I+1,K,et,J,rt,1^q,-1/0,1/0)))}}}}};var n=t(&quot;typedarray-pool&quot;),i=t(&quot;bit-twiddle&quot;),a=t(&quot;./brute&quot;),o=a.partial,s=a.full,l=t(&quot;./sweep&quot;),u=t(&quot;./median&quot;),c=t(&quot;./partition&quot;),f=128,h=1&lt;&lt;22,d=1&lt;&lt;22,p=c(&quot;!(lo&gt;=p0)&amp;&amp;!(p1&gt;=hi)&quot;,[&quot;p0&quot;,&quot;p1&quot;]),g=c(&quot;lo===p0&quot;,[&quot;p0&quot;]),v=c(&quot;lo&lt;p0&quot;,[&quot;p0&quot;]),m=c(&quot;hi&lt;=p0&quot;,[&quot;p0&quot;]),y=c(&quot;lo&lt;=p0&amp;&amp;p0&lt;=hi&quot;,[&quot;p0&quot;]),b=c(&quot;lo&lt;p0&amp;&amp;p0&lt;=hi&quot;,[&quot;p0&quot;]),x=6,_=2,w=n.mallocInt32(1024),A=n.mallocDouble(1024);function M(t,e,r,n,i,a,o,s,l){var u=x*t;w[u]=e,w[u+1]=r,w[u+2]=n,w[u+3]=i,w[u+4]=a,w[u+5]=o;var c=_*t;A[c]=s,A[c+1]=l}function T(t,e,r,n,i,a,o,s,l,u,c){var f=2*t,h=l*f,d=u[h+e];t:for(var p=i,g=i*f;p&lt;a;++p,g+=f){var v=o[g+e],m=o[g+e+t];if(!(d&lt;v||m&lt;d)&amp;&amp;(!n||d!==v)){for(var y,b=s[p],x=e+1;x&lt;t;++x){v=o[g+x],m=o[g+x+t];var _=u[h+x],w=u[h+x+t];if(m&lt;_||w&lt;v)continue 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T=s[w];s[w]=s[A],s[A]=T}var k=l[c-1];l[c-1]=l[d],l[d]=k,d=n(t,e,u,c-1,s,l,p);for(var w=h*(c-1),A=h*d,M=0;M&lt;h;++M,++w,++A){var T=s[w];s[w]=s[A],s[A]=T}var k=l[c-1];if(l[c-1]=l[d],l[d]=k,f&lt;d){for(c=d-1;u&lt;c&amp;&amp;s[h*(c-1)+e]===p;)c-=1;c+=1}else{if(!(d&lt;f))break;for(u=d+1;u&lt;c&amp;&amp;s[h*u+e]===p;)u+=1}}return n(t,e,r,f,s,l,s[h*f+e])};var n=t(&quot;./partition&quot;)(&quot;lo&lt;p0&quot;,[&quot;p0&quot;]),i=8;function a(t,e,r,n,i,a){for(var o=2*t,s=o*(r+1)+e,l=r+1;l&lt;n;++l,s+=o)for(var u=i[s],c=l,f=o*(l-1);c&gt;r&amp;&amp;i[f+e]&gt;u;--c,f-=o){for(var h=f,d=f+o,p=0;p&lt;o;++p,++h,++d){var g=i[h];i[h]=i[d],i[d]=g}var v=a[c];a[c]=a[c-1],a[c-1]=v}}},{&quot;./partition&quot;:43}],43:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=&quot;abcdef&quot;.split(&quot;&quot;).concat(e),i=[];t.indexOf(&quot;lo&quot;)&gt;=0&amp;&amp;i.push(&quot;lo=e[k+n]&quot;);t.indexOf(&quot;hi&quot;)&gt;=0&amp;&amp;i.push(&quot;hi=e[k+o]&quot;);return r.push(n.replace(&quot;_&quot;,i.join()).replace(&quot;$&quot;,t)),Function.apply(void 0,r)};var n=&quot;for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d&gt;p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j&gt;s;++s){var t=e[k+s];e[k+s]=e[l],e[l++]=t}var u=f[p];f[p]=f[m],f[m++]=u}}return m&quot;},{}],44:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){e&lt;=4*n?i(0,e-1,t):function t(e,r,f){var h=(r-e+1)/6|0,d=e+h,p=r-h,g=e+r&gt;&gt;1,v=g-h,m=g+h,y=d,b=v,x=g,_=m,w=p,A=e+1,M=r-1,T=0;u(y,b,f)&amp;&amp;(T=y,y=b,b=T);u(_,w,f)&amp;&amp;(T=_,_=w,w=T);u(y,x,f)&amp;&amp;(T=y,y=x,x=T);u(b,x,f)&amp;&amp;(T=b,b=x,x=T);u(y,_,f)&amp;&amp;(T=y,y=_,_=T);u(x,_,f)&amp;&amp;(T=x,x=_,_=T);u(b,w,f)&amp;&amp;(T=b,b=w,w=T);u(b,x,f)&amp;&amp;(T=b,b=x,x=T);u(_,w,f)&amp;&amp;(T=_,_=w,w=T);var k=f[2*b];var E=f[2*b+1];var L=f[2*_];var S=f[2*_+1];var C=2*y;var O=2*x;var R=2*w;var P=2*d;var z=2*g;var I=2*p;for(var N=0;N&lt;2;++N){var D=f[C+N],F=f[O+N],j=f[R+N];f[P+N]=D,f[z+N]=F,f[I+N]=j}o(v,e,f);o(m,r,f);for(var B=A;B&lt;=M;++B)if(c(B,k,E,f))B!==A&amp;&amp;a(B,A,f),++A;else if(!c(B,L,S,f))for(;;){if(c(M,L,S,f)){c(M,k,E,f)?(s(B,A,M,f),++A,--M):(a(B,M,f),--M);break}if(--M&lt;B)break}l(e,A-1,k,E,f);l(r,M+1,L,S,f);A-2-e&lt;=n?i(e,A-2,f):t(e,A-2,f);r-(M+2)&lt;=n?i(M+2,r,f):t(M+2,r,f);M-A&lt;=n?i(A,M,f):t(A,M,f)}(0,e-1,t)};var n=32;function i(t,e,r){for(var n=2*(t+1),i=t+1;i&lt;=e;++i){for(var a=r[n++],o=r[n++],s=i,l=n-2;s-- &gt;t;){var u=r[l-2],c=r[l-1];if(u&lt;a)break;if(u===a&amp;&amp;c&lt;o)break;r[l]=u,r[l+1]=c,l-=2}r[l]=a,r[l+1]=o}}function a(t,e,r){e*=2;var n=r[t*=2],i=r[t+1];r[t]=r[e],r[t+1]=r[e+1],r[e]=n,r[e+1]=i}function o(t,e,r){e*=2,r[t*=2]=r[e],r[t+1]=r[e+1]}function s(t,e,r,n){e*=2,r*=2;var i=n[t*=2],a=n[t+1];n[t]=n[e],n[t+1]=n[e+1],n[e]=n[r],n[e+1]=n[r+1],n[r]=i,n[r+1]=a}function l(t,e,r,n,i){e*=2,i[t*=2]=i[e],i[e]=r,i[t+1]=i[e+1],i[e+1]=n}function u(t,e,r){e*=2;var 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n=t(&quot;binary-search-bounds&quot;),i=t(&quot;robust-orientation&quot;)[3],a=0,o=1,s=2;function l(t,e,r,n,i){this.a=t,this.b=e,this.idx=r,this.lowerIds=n,this.upperIds=i}function u(t,e,r,n){this.a=t,this.b=e,this.type=r,this.idx=n}function c(t,e){var r=t.a[0]-e.a[0]||t.a[1]-e.a[1]||t.type-e.type;return r||(t.type!==a&amp;&amp;(r=i(t.a,t.b,e.b))?r:t.idx-e.idx)}function f(t,e){return i(t.a,t.b,e)}function h(t,e,r,a,o){for(var s=n.lt(e,a,f),l=n.gt(e,a,f),u=s;u&lt;l;++u){for(var c=e[u],h=c.lowerIds,d=h.length;d&gt;1&amp;&amp;i(r[h[d-2]],r[h[d-1]],a)&gt;0;)t.push([h[d-1],h[d-2],o]),d-=1;h.length=d,h.push(o);var p=c.upperIds;for(d=p.length;d&gt;1&amp;&amp;i(r[p[d-2]],r[p[d-1]],a)&lt;0;)t.push([p[d-2],p[d-1],o]),d-=1;p.length=d,p.push(o)}}function d(t,e){var r;return(r=t.a[0]&lt;e.a[0]?i(t.a,t.b,e.a):i(e.b,e.a,t.a))?r:(r=e.b[0]&lt;t.b[0]?i(t.a,t.b,e.b):i(e.b,e.a,t.b))||t.idx-e.idx}function p(t,e,r){var i=n.le(t,r,d),a=t[i],o=a.upperIds,s=o[o.length-1];a.upperIds=[s],t.splice(i+1,0,new 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c+f+h+d-(p+g+v+m)||n(c,f,h,d)-n(p,g,v,m,p)||n(c+f,c+h,c+d,f+h,f+d,h+d)-n(p+g,p+v,p+m,g+v,g+m,v+m)||n(c+f+h,c+f+d,c+h+d,f+h+d)-n(p+g+v,p+g+m,p+v+m,g+v+m);default:for(var y=t.slice().sort(i),b=e.slice().sort(i),x=0;x&lt;r;++x)if(a=y[x]-b[x])return a;return 0}};var n=Math.min;function i(t,e){return t-e}},{}],71:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;compare-cell&quot;),i=t(&quot;cell-orientation&quot;);e.exports=function(t,e){return n(t,e)||i(t)-i(e)}},{&quot;cell-orientation&quot;:55,&quot;compare-cell&quot;:70}],72:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/ch1d&quot;),i=t(&quot;./lib/ch2d&quot;),a=t(&quot;./lib/chnd&quot;);e.exports=function(t){var e=t.length;if(0===e)return[];if(1===e)return[[0]];var r=t[0].length;if(0===r)return[];if(1===r)return n(t);if(2===r)return i(t);return a(t,r)}},{&quot;./lib/ch1d&quot;:73,&quot;./lib/ch2d&quot;:74,&quot;./lib/chnd&quot;:75}],73:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=0,r=0,n=1;n&lt;t.length;++n)t[n][0]&lt;t[e][0]&amp;&amp;(e=n),t[n][0]&gt;t[r][0]&amp;&amp;(r=n);return e&lt;r?[[e],[r]]:e&gt;r?[[r],[e]]:[[e]]}},{}],74:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=n(t),r=e.length;if(r&lt;=2)return[];for(var i=new Array(r),a=e[r-1],o=0;o&lt;r;++o){var s=e[o];i[o]=[a,s],a=s}return i};var n=t(&quot;monotone-convex-hull-2d&quot;)},{&quot;monotone-convex-hull-2d&quot;:270}],75:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){try{return n(t,!0)}catch(s){var r=i(t);if(r.length&lt;=e)return[];var a=function(t,e){for(var r=t.length,n=new Array(r),i=0;i&lt;e.length;++i)n[i]=t[e[i]];for(var a=e.length,i=0;i&lt;r;++i)e.indexOf(i)&lt;0&amp;&amp;(n[a++]=t[i]);return n}(t,r),o=n(a,!0);return function(t,e){for(var r=t.length,n=e.length,i=0;i&lt;r;++i)for(var a=t[i],o=0;o&lt;a.length;++o){var s=a[o];if(s&lt;n)a[o]=e[s];else{s-=n;for(var l=0;l&lt;n;++l)s&gt;=e[l]&amp;&amp;(s+=1);a[o]=s}}return t}(o,r)}};var n=t(&quot;incremental-convex-hull&quot;),i=t(&quot;affine-hull&quot;)},{&quot;affine-hull&quot;:13,&quot;incremental-convex-hull&quot;:254}],76:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n,i,a){var o=i-1,s=i*i,l=o*o,u=(1+2*i)*l,c=i*l,f=s*(3-2*i),h=s*o;if(t.length){a||(a=new Array(t.length));for(var d=t.length-1;d&gt;=0;--d)a[d]=u*t[d]+c*e[d]+f*r[d]+h*n[d];return a}return u*t+c*e+f*r+h*n},e.exports.derivative=function(t,e,r,n,i,a){var o=6*i*i-6*i,s=3*i*i-4*i+1,l=-6*i*i+6*i,u=3*i*i-2*i;if(t.length){a||(a=new Array(t.length));for(var c=t.length-1;c&gt;=0;--c)a[c]=o*t[c]+s*e[c]+l*r[c]+u*n[c];return a}return o*t+s*e+l*r[c]+u*n}},{}],77:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/thunk.js&quot;);function i(){this.argTypes=[],this.shimArgs=[],this.arrayArgs=[],this.arrayBlockIndices=[],this.scalarArgs=[],this.offsetArgs=[],this.offsetArgIndex=[],this.indexArgs=[],this.shapeArgs=[],this.funcName=&quot;&quot;,this.pre=null,this.body=null,this.post=null,this.debug=!1}e.exports=function(t){var e=new i;e.pre=t.pre,e.body=t.body,e.post=t.post;var r=t.args.slice(0);e.argTypes=r;for(var a=0;a&lt;r.length;++a){var o=r[a];if(&quot;array&quot;===o||&quot;object&quot;==typeof o&amp;&amp;o.blockIndices){if(e.argTypes[a]=&quot;array&quot;,e.arrayArgs.push(a),e.arrayBlockIndices.push(o.blockIndices?o.blockIndices:0),e.shimArgs.push(&quot;array&quot;+a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].count&gt;0)throw new Error(&quot;cwise: pre() block may not reference array args&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].count&gt;0)throw new Error(&quot;cwise: post() block may not reference array args&quot;)}else if(&quot;scalar&quot;===o)e.scalarArgs.push(a),e.shimArgs.push(&quot;scalar&quot;+a);else if(&quot;index&quot;===o){if(e.indexArgs.push(a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].count&gt;0)throw new Error(&quot;cwise: pre() block may not reference array index&quot;);if(a&lt;e.body.args.length&amp;&amp;e.body.args[a].lvalue)throw new Error(&quot;cwise: body() block may not write to array index&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].count&gt;0)throw new Error(&quot;cwise: post() block may not reference array index&quot;)}else if(&quot;shape&quot;===o){if(e.shapeArgs.push(a),a&lt;e.pre.args.length&amp;&amp;e.pre.args[a].lvalue)throw new Error(&quot;cwise: pre() block may not write to array shape&quot;);if(a&lt;e.body.args.length&amp;&amp;e.body.args[a].lvalue)throw new Error(&quot;cwise: body() block may not write to array shape&quot;);if(a&lt;e.post.args.length&amp;&amp;e.post.args[a].lvalue)throw new Error(&quot;cwise: post() block may not write to array shape&quot;)}else{if(&quot;object&quot;!=typeof o||!o.offset)throw new Error(&quot;cwise: Unknown argument type &quot;+r[a]);e.argTypes[a]=&quot;offset&quot;,e.offsetArgs.push({array:o.array,offset:o.offset}),e.offsetArgIndex.push(a)}}if(e.arrayArgs.length&lt;=0)throw new Error(&quot;cwise: No array arguments specified&quot;);if(e.pre.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in pre() block&quot;);if(e.body.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in body() block&quot;);if(e.post.args.length&gt;r.length)throw new Error(&quot;cwise: Too many arguments in post() block&quot;);return e.debug=!!t.printCode||!!t.debug,e.funcName=t.funcName||&quot;cwise&quot;,e.blockSize=t.blockSize||64,n(e)}},{&quot;./lib/thunk.js&quot;:79}],78:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;uniq&quot;);function i(t,e,r){var n,i,a=t.length,o=e.arrayArgs.length,s=e.indexArgs.length&gt;0,l=[],u=[],c=0,f=0;for(n=0;n&lt;a;++n)u.push([&quot;i&quot;,n,&quot;=0&quot;].join(&quot;&quot;));for(i=0;i&lt;o;++i)for(n=0;n&lt;a;++n)f=c,c=t[n],0===n?u.push([&quot;d&quot;,i,&quot;s&quot;,n,&quot;=t&quot;,i,&quot;p&quot;,c].join(&quot;&quot;)):u.push([&quot;d&quot;,i,&quot;s&quot;,n,&quot;=(t&quot;,i,&quot;p&quot;,c,&quot;-s&quot;,f,&quot;*t&quot;,i,&quot;p&quot;,f,&quot;)&quot;].join(&quot;&quot;));for(u.length&gt;0&amp;&amp;l.push(&quot;var &quot;+u.join(&quot;,&quot;)),n=a-1;n&gt;=0;--n)c=t[n],l.push([&quot;for(i&quot;,n,&quot;=0;i&quot;,n,&quot;&lt;s&quot;,c,&quot;;++i&quot;,n,&quot;){&quot;].join(&quot;&quot;));for(l.push(r),n=0;n&lt;a;++n){for(f=c,c=t[n],i=0;i&lt;o;++i)l.push([&quot;p&quot;,i,&quot;+=d&quot;,i,&quot;s&quot;,n].join(&quot;&quot;));s&amp;&amp;(n&gt;0&amp;&amp;l.push([&quot;index[&quot;,f,&quot;]-=s&quot;,f].join(&quot;&quot;)),l.push([&quot;++index[&quot;,c,&quot;]&quot;].join(&quot;&quot;))),l.push(&quot;}&quot;)}return l.join(&quot;\\n&quot;)}function a(t,e,r){for(var n=t.body,i=[],a=[],o=0;o&lt;t.args.length;++o){var s=t.args[o];if(!(s.count&lt;=0)){var l=new RegExp(s.name,&quot;g&quot;),u=&quot;&quot;,c=e.arrayArgs.indexOf(o);switch(e.argTypes[o]){case&quot;offset&quot;:var f=e.offsetArgIndex.indexOf(o);c=e.offsetArgs[f].array,u=&quot;+q&quot;+f;case&quot;array&quot;:u=&quot;p&quot;+c+u;var h=&quot;l&quot;+o,d=&quot;a&quot;+c;if(0===e.arrayBlockIndices[c])1===s.count?&quot;generic&quot;===r[c]?s.lvalue?(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)),n=n.replace(l,h),a.push([d,&quot;.set(&quot;,u,&quot;,&quot;,h,&quot;)&quot;].join(&quot;&quot;))):n=n.replace(l,[d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)):n=n.replace(l,[d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;)):&quot;generic&quot;===r[c]?(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;.get(&quot;,u,&quot;)&quot;].join(&quot;&quot;)),n=n.replace(l,h),s.lvalue&amp;&amp;a.push([d,&quot;.set(&quot;,u,&quot;,&quot;,h,&quot;)&quot;].join(&quot;&quot;))):(i.push([&quot;var &quot;,h,&quot;=&quot;,d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;)),n=n.replace(l,h),s.lvalue&amp;&amp;a.push([d,&quot;[&quot;,u,&quot;]=&quot;,h].join(&quot;&quot;)));else{for(var p=[s.name],g=[u],v=0;v&lt;Math.abs(e.arrayBlockIndices[c]);v++)p.push(&quot;\\\\s*\\\\[([^\\\\]]+)\\\\]&quot;),g.push(&quot;$&quot;+(v+1)+&quot;*t&quot;+c+&quot;b&quot;+v);if(l=new RegExp(p.join(&quot;&quot;),&quot;g&quot;),u=g.join(&quot;+&quot;),&quot;generic&quot;===r[c])throw new Error(&quot;cwise: Generic arrays not supported in combination with blocks!&quot;);n=n.replace(l,[d,&quot;[&quot;,u,&quot;]&quot;].join(&quot;&quot;))}break;case&quot;scalar&quot;:n=n.replace(l,&quot;Y&quot;+e.scalarArgs.indexOf(o));break;case&quot;index&quot;:n=n.replace(l,&quot;index&quot;);break;case&quot;shape&quot;:n=n.replace(l,&quot;shape&quot;)}}}return[i.join(&quot;\\n&quot;),n,a.join(&quot;\\n&quot;)].join(&quot;\\n&quot;).trim()}e.exports=function(t,e){for(var r=e[1].length-Math.abs(t.arrayBlockIndices[0])|0,o=new Array(t.arrayArgs.length),s=new Array(t.arrayArgs.length),l=0;l&lt;t.arrayArgs.length;++l)s[l]=e[2*l],o[l]=e[2*l+1];var u=[],c=[],f=[],h=[],d=[];for(l=0;l&lt;t.arrayArgs.length;++l){t.arrayBlockIndices[l]&lt;0?(f.push(0),h.push(r),u.push(r),c.push(r+t.arrayBlockIndices[l])):(f.push(t.arrayBlockIndices[l]),h.push(t.arrayBlockIndices[l]+r),u.push(0),c.push(t.arrayBlockIndices[l]));for(var p=[],g=0;g&lt;o[l].length;g++)f[l]&lt;=o[l][g]&amp;&amp;o[l][g]&lt;h[l]&amp;&amp;p.push(o[l][g]-f[l]);d.push(p)}var v=[&quot;SS&quot;],m=[&quot;&#x27;use strict&#x27;&quot;],y=[];for(g=0;g&lt;r;++g)y.push([&quot;s&quot;,g,&quot;=SS[&quot;,g,&quot;]&quot;].join(&quot;&quot;));for(l=0;l&lt;t.arrayArgs.length;++l){for(v.push(&quot;a&quot;+l),v.push(&quot;t&quot;+l),v.push(&quot;p&quot;+l),g=0;g&lt;r;++g)y.push([&quot;t&quot;,l,&quot;p&quot;,g,&quot;=t&quot;,l,&quot;[&quot;,f[l]+g,&quot;]&quot;].join(&quot;&quot;));for(g=0;g&lt;Math.abs(t.arrayBlockIndices[l]);++g)y.push([&quot;t&quot;,l,&quot;b&quot;,g,&quot;=t&quot;,l,&quot;[&quot;,u[l]+g,&quot;]&quot;].join(&quot;&quot;))}for(l=0;l&lt;t.scalarArgs.length;++l)v.push(&quot;Y&quot;+l);if(t.shapeArgs.length&gt;0&amp;&amp;y.push(&quot;shape=SS.slice(0)&quot;),t.indexArgs.length&gt;0){var b=new Array(r);for(l=0;l&lt;r;++l)b[l]=&quot;0&quot;;y.push([&quot;index=[&quot;,b.join(&quot;,&quot;),&quot;]&quot;].join(&quot;&quot;))}for(l=0;l&lt;t.offsetArgs.length;++l){var x=t.offsetArgs[l],_=[];for(g=0;g&lt;x.offset.length;++g)0!==x.offset[g]&amp;&amp;(1===x.offset[g]?_.push([&quot;t&quot;,x.array,&quot;p&quot;,g].join(&quot;&quot;)):_.push([x.offset[g],&quot;*t&quot;,x.array,&quot;p&quot;,g].join(&quot;&quot;)));0===_.length?y.push(&quot;q&quot;+l+&quot;=0&quot;):y.push([&quot;q&quot;,l,&quot;=&quot;,_.join(&quot;+&quot;)].join(&quot;&quot;))}var w=n([].concat(t.pre.thisVars).concat(t.body.thisVars).concat(t.post.thisVars));for((y=y.concat(w)).length&gt;0&amp;&amp;m.push(&quot;var &quot;+y.join(&quot;,&quot;)),l=0;l&lt;t.arrayArgs.length;++l)m.push(&quot;p&quot;+l+&quot;|=0&quot;);t.pre.body.length&gt;3&amp;&amp;m.push(a(t.pre,t,s));var A=a(t.body,t,s),M=function(t){for(var e=0,r=t[0].length;e&lt;r;){for(var n=1;n&lt;t.length;++n)if(t[n][e]!==t[0][e])return e;++e}return e}(d);M&lt;r?m.push(function(t,e,r,n){for(var a=e.length,o=r.arrayArgs.length,s=r.blockSize,l=r.indexArgs.length&gt;0,u=[],c=0;c&lt;o;++c)u.push([&quot;var offset&quot;,c,&quot;=p&quot;,c].join(&quot;&quot;));for(c=t;c&lt;a;++c)u.push([&quot;for(var j&quot;+c+&quot;=SS[&quot;,e[c],&quot;]|0;j&quot;,c,&quot;&gt;0;){&quot;].join(&quot;&quot;)),u.push([&quot;if(j&quot;,c,&quot;&lt;&quot;,s,&quot;){&quot;].join(&quot;&quot;)),u.push([&quot;s&quot;,e[c],&quot;=j&quot;,c].join(&quot;&quot;)),u.push([&quot;j&quot;,c,&quot;=0&quot;].join(&quot;&quot;)),u.push([&quot;}else{s&quot;,e[c],&quot;=&quot;,s].join(&quot;&quot;)),u.push([&quot;j&quot;,c,&quot;-=&quot;,s,&quot;}&quot;].join(&quot;&quot;)),l&amp;&amp;u.push([&quot;index[&quot;,e[c],&quot;]=j&quot;,c].join(&quot;&quot;));for(c=0;c&lt;o;++c){for(var f=[&quot;offset&quot;+c],h=t;h&lt;a;++h)f.push([&quot;j&quot;,h,&quot;*t&quot;,c,&quot;p&quot;,e[h]].join(&quot;&quot;));u.push([&quot;p&quot;,c,&quot;=(&quot;,f.join(&quot;+&quot;),&quot;)&quot;].join(&quot;&quot;))}for(u.push(i(e,r,n)),c=t;c&lt;a;++c)u.push(&quot;}&quot;);return u.join(&quot;\\n&quot;)}(M,d[0],t,A)):m.push(i(d[0],t,A)),t.post.body.length&gt;3&amp;&amp;m.push(a(t.post,t,s)),t.debug&amp;&amp;console.log(&quot;-----Generated cwise routine for &quot;,e,&quot;:\\n&quot;+m.join(&quot;\\n&quot;)+&quot;\\n----------&quot;);var T=[t.funcName||&quot;unnamed&quot;,&quot;_cwise_loop_&quot;,o[0].join(&quot;s&quot;),&quot;m&quot;,M,function(t){for(var e=new Array(t.length),r=!0,n=0;n&lt;t.length;++n){var i=t[n],a=i.match(/\\d+/);a=a?a[0]:&quot;&quot;,0===i.charAt(0)?e[n]=&quot;u&quot;+i.charAt(1)+a:e[n]=i.charAt(0)+a,n&gt;0&amp;&amp;(r=r&amp;&amp;e[n]===e[n-1])}return r?e[0]:e.join(&quot;&quot;)}(s)].join(&quot;&quot;);return new Function([&quot;function &quot;,T,&quot;(&quot;,v.join(&quot;,&quot;),&quot;){&quot;,m.join(&quot;\\n&quot;),&quot;} return &quot;,T].join(&quot;&quot;))()}},{uniq:350}],79:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./compile.js&quot;);e.exports=function(t){var e=[&quot;&#x27;use strict&#x27;&quot;,&quot;var 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f(this,t)}}),c.at=function(t){if(t&lt;0)return new f(this,[]);for(var e=this.root,r=[];;){if(r.push(e),e.left){if(t&lt;e.left._count){e=e.left;continue}t-=e.left._count}if(!t)return new f(this,r);if(t-=1,!e.right)break;if(t&gt;=e.right._count)break;e=e.right}return new f(this,[])},c.ge=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a&lt;=0&amp;&amp;(i=n.length),r=a&lt;=0?r.left:r.right}return n.length=i,new f(this,n)},c.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a&lt;0&amp;&amp;(i=n.length),r=a&lt;0?r.left:r.right}return n.length=i,new f(this,n)},c.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&gt;0&amp;&amp;(i=n.length),r=a&lt;=0?r.left:r.right}return n.length=i,new f(this,n)},c.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&gt;=0&amp;&amp;(i=n.length),r=a&lt;0?r.left:r.right}return n.length=i,new f(this,n)},c.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 f(this,n);r=i&lt;=0?r.left:r.right}return new f(this,[])},c.remove=function(t){var e=this.find(t);return e?e.remove():this},c.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&lt;=0?r.left:r.right}};var h=f.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 p(t,e){return t&lt;e?-1:t&gt;e?1:0}Object.defineProperty(h,&quot;valid&quot;,{get:function(){return this._stack.length&gt;0}}),Object.defineProperty(h,&quot;node&quot;,{get:function(){return this._stack.length&gt;0?this._stack[this._stack.length-1]:null},enumerable:!0}),h.clone=function(){return new f(this.tree,this._stack.slice())},h.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 a(r._color,r.key,r.value,r.left,r.right,r._count);for(var c=t.length-2;c&gt;=0;--c){(r=t[c]).left===t[c+1]?e[c]=new a(r._color,r.key,r.value,e[c+1],r.right,r._count):e[c]=new a(r._color,r.key,r.value,r.left,e[c+1],r._count)}if((r=e[e.length-1]).left&amp;&amp;r.right){var f=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var h=e[f-1];e.push(new a(r._color,h.key,h.value,r.left,r.right,r._count)),e[f-1].key=r.key,e[f-1].value=r.value;for(c=e.length-2;c&gt;=f;--c)r=e[c],e[c]=new a(r._color,r.key,r.value,r.left,e[c+1],r._count);e[f-1].left=e[f]}if((r=e[e.length-1])._color===n){var p=e[e.length-2];p.left===r?p.left=null:p.right===r&amp;&amp;(p.right=null),e.pop();for(c=0;c&lt;e.length;++c)e[c]._count--;return new u(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&amp;&amp;d(r,r.right),r._color=i;for(c=0;c&lt;e.length-1;++c)e[c]._count--;return new u(this.tree._compare,e[0])}if(1===e.length)return new u(this.tree._compare,null);for(c=0;c&lt;e.length;++c)e[c]._count--;var g=e[e.length-2];return function(t){for(var e,r,a,u,c=t.length-1;c&gt;=0;--c){if(e=t[c],0===c)return void(e._color=i);if((r=t[c-1]).left===e){if((a=r.right).right&amp;&amp;a.right._color===n)return u=(a=r.right=o(a)).right=o(a.right),r.right=a.left,a.left=r,a.right=u,a._color=r._color,e._color=i,r._color=i,u._color=i,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=a:f.right=a),void(t[c-1]=a);if(a.left&amp;&amp;a.left._color===n)return u=(a=r.right=o(a)).left=o(a.left),r.right=u.left,a.left=u.right,u.left=r,u.right=a,u._color=r._color,r._color=i,a._color=i,e._color=i,l(r),l(a),l(u),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=u:f.right=u),void(t[c-1]=u);if(a._color===i){if(r._color===n)return r._color=i,void(r.right=s(n,a));r.right=s(n,a);continue}a=o(a),r.right=a.left,a.left=r,a._color=r._color,r._color=n,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).left===r?f.left=a:f.right=a),t[c-1]=a,t[c]=r,c+1&lt;t.length?t[c+1]=e:t.push(e),c+=2}else{if((a=r.left).left&amp;&amp;a.left._color===n)return u=(a=r.left=o(a)).left=o(a.left),r.left=a.right,a.right=r,a.left=u,a._color=r._color,e._color=i,r._color=i,u._color=i,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=a:f.left=a),void(t[c-1]=a);if(a.right&amp;&amp;a.right._color===n)return u=(a=r.left=o(a)).right=o(a.right),r.left=u.right,a.right=u.left,u.right=r,u.left=a,u._color=r._color,r._color=i,a._color=i,e._color=i,l(r),l(a),l(u),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=u:f.left=u),void(t[c-1]=u);if(a._color===i){if(r._color===n)return r._color=i,void(r.left=s(n,a));r.left=s(n,a);continue}var f;a=o(a),r.left=a.right,a.right=r,a._color=r._color,r._color=n,l(r),l(a),c&gt;1&amp;&amp;((f=t[c-2]).right===r?f.right=a:f.left=a),t[c-1]=a,t[c]=r,c+1&lt;t.length?t[c+1]=e:t.push(e),c+=2}}}(e),g.left===r?g.left=null:g.right=null,new u(this.tree._compare,e[0])},Object.defineProperty(h,&quot;key&quot;,{get:function(){if(this._stack.length&gt;0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(h,&quot;value&quot;,{get:function(){if(this._stack.length&gt;0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(h,&quot;index&quot;,{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&amp;&amp;(t=e[e.length-1].left._count);for(var n=e.length-2;n&gt;=0;--n)e[n+1]===e[n].right&amp;&amp;(++t,e[n].left&amp;&amp;(t+=e[n].left._count));return t},enumerable:!0}),h.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&gt;0&amp;&amp;t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,&quot;hasNext&quot;,{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&gt;0;--e)if(t[e-1].left===t[e])return!0;return!1}}),h.update=function(t){var e=this._stack;if(0===e.length)throw new Error(&quot;Can&#x27;t update empty node!&quot;);var r=new Array(e.length),n=e[e.length-1];r[r.length-1]=new a(n._color,n.key,t,n.left,n.right,n._count);for(var i=e.length-2;i&gt;=0;--i)(n=e[i]).left===e[i+1]?r[i]=new a(n._color,n.key,n.value,r[i+1],n.right,n._count):r[i]=new a(n._color,n.key,n.value,n.left,r[i+1],n._count);return new u(this.tree._compare,r[0])},h.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&gt;0&amp;&amp;t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(h,&quot;hasPrev&quot;,{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&gt;0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],93:[function(t,e,r){var n=[.9999999999998099,676.5203681218851,-1259.1392167224028,771.3234287776531,-176.6150291621406,12.507343278686905,-.13857109526572012,9984369578019572e-21,1.5056327351493116e-7],i=607/128,a=[.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 o(t){if(t&lt;0)return Number(&quot;0/0&quot;);for(var e=a[0],r=a.length-1;r&gt;0;--r)e+=a[r]/(t+r);var n=t+i+.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&lt;.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e&gt;100)return Math.exp(o(e));e-=1;for(var r=n[0],i=1;i&lt;9;i++)r+=n[i]/(e+i);var a=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(a,e+.5)*Math.exp(-a)*r},e.exports.log=o},{}],94:[function(t,e,r){e.exports=function(t,e){if(&quot;string&quot;!=typeof t)throw new TypeError(&quot;must specify type string&quot;);if(e=e||{},&quot;undefined&quot;==typeof document&amp;&amp;!e.canvas)return null;var r=e.canvas||document.createElement(&quot;canvas&quot;);&quot;number&quot;==typeof e.width&amp;&amp;(r.width=e.width);&quot;number&quot;==typeof e.height&amp;&amp;(r.height=e.height);var n,i=e;try{var a=[t];0===t.indexOf(&quot;webgl&quot;)&amp;&amp;a.push(&quot;experimental-&quot;+t);for(var o=0;o&lt;a.length;o++)if(n=r.getContext(a[o],i))return n}catch(t){n=null}return n||null}},{}],95:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){var r=new c(t);return r.update(e),r};var n=t(&quot;./lib/text.js&quot;),i=t(&quot;./lib/lines.js&quot;),a=t(&quot;./lib/background.js&quot;),o=t(&quot;./lib/cube.js&quot;),s=t(&quot;./lib/ticks.js&quot;),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function u(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function c(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=[&quot;sans-serif&quot;,&quot;sans-serif&quot;,&quot;sans-serif&quot;],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[&quot;auto&quot;,&quot;auto&quot;,&quot;auto&quot;],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=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],this.labelEnable=[!0,!0,!0],this.labelFont=&quot;sans-serif&quot;,this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[&quot;auto&quot;,&quot;auto&quot;,&quot;auto&quot;],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=c.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)&amp;&amp;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&lt;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),u=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]}),c=!1,f=!1;if(&quot;bounds&quot;in t)for(var h=t.bounds,d=0;d&lt;2;++d)for(var p=0;p&lt;3;++p)h[d][p]!==this.bounds[d][p]&amp;&amp;(f=!0),this.bounds[d][p]=h[d][p];if(&quot;ticks&quot;in t){r=t.ticks,c=!0,this.autoTicks=!1;for(d=0;d&lt;3;++d)this.tickSpacing[d]=0}else a(&quot;tickSpacing&quot;)&amp;&amp;(this.autoTicks=!0,f=!0);if(this._firstInit&amp;&amp;(&quot;ticks&quot;in t||&quot;tickSpacing&quot;in t||(this.autoTicks=!0),f=!0,c=!0,this._firstInit=!1),f&amp;&amp;this.autoTicks&amp;&amp;(r=s.create(this.bounds,this.tickSpacing),c=!0),c){for(d=0;d&lt;3;++d)r[d].sort(function(t,e){return t.x-e.x});s.equal(r,this.ticks)?c=!1:this.ticks=r}o(&quot;tickEnable&quot;),l(&quot;tickFont&quot;)&amp;&amp;(c=!0),a(&quot;tickSize&quot;),a(&quot;tickAngle&quot;),a(&quot;tickPad&quot;),u(&quot;tickColor&quot;);var g=l(&quot;labels&quot;);l(&quot;labelFont&quot;)&amp;&amp;(g=!0),o(&quot;labelEnable&quot;),a(&quot;labelSize&quot;),a(&quot;labelPad&quot;),u(&quot;labelColor&quot;),o(&quot;lineEnable&quot;),o(&quot;lineMirror&quot;),a(&quot;lineWidth&quot;),u(&quot;lineColor&quot;),o(&quot;lineTickEnable&quot;),o(&quot;lineTickMirror&quot;),a(&quot;lineTickLength&quot;),a(&quot;lineTickWidth&quot;),u(&quot;lineTickColor&quot;),o(&quot;gridEnable&quot;),a(&quot;gridWidth&quot;),u(&quot;gridColor&quot;),o(&quot;zeroEnable&quot;),u(&quot;zeroLineColor&quot;),a(&quot;zeroLineWidth&quot;),o(&quot;backgroundEnable&quot;),u(&quot;backgroundColor&quot;),this._text?this._text&amp;&amp;(g||c)&amp;&amp;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&amp;&amp;c&amp;&amp;(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var d=[new h,new h,new h];function p(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,u=n[e],c=0;c&lt;3;++c)if(e!==c){var f=a,h=s,d=o,p=l;u&amp;1&lt;&lt;c&amp;&amp;(f=s,h=a,d=l,p=o),f[c]=r[0][c],h[c]=r[1][c],i[c]&gt;0?(d[c]=-1,p[c]=0):(d[c]=0,p[c]=1)}}var g=[0,0,0],v={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var m=[0,0,0],y=[0,0,0],b=[0,0,0];f.draw=function(t){t=t||v;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,c=o(r,n,i,a,s),f=c.cubeEdges,h=c.axis,x=n[12],_=n[13],w=n[14],A=n[15],M=(s?2:1)*this.pixelRatio*(i[3]*x+i[7]*_+i[11]*w+i[15]*A)/e.drawingBufferHeight,T=0;T&lt;3;++T)this.lastCubeProps.cubeEdges[T]=f[T],this.lastCubeProps.axis[T]=h[T];var k=d;for(T=0;T&lt;3;++T)p(d[T],T,this.bounds,f,h);e=this.gl;var E,L=g;for(T=0;T&lt;3;++T)this.backgroundEnable[T]?L[T]=h[T]:L[T]=0;this._background.draw(r,n,i,a,L,this.backgroundColor),this._lines.bind(r,n,i,this);for(T=0;T&lt;3;++T){var S=[0,0,0];h[T]&gt;0?S[T]=a[1][T]:S[T]=a[0][T];for(var C=0;C&lt;2;++C){var O=(T+1+C)%3,R=(T+1+(1^C))%3;this.gridEnable[O]&amp;&amp;this._lines.drawGrid(O,R,this.bounds,S,this.gridColor[O],this.gridWidth[O]*this.pixelRatio)}for(C=0;C&lt;2;++C){O=(T+1+C)%3,R=(T+1+(1^C))%3;this.zeroEnable[R]&amp;&amp;Math.min(a[0][R],a[1][R])&lt;=0&amp;&amp;Math.max(a[0][R],a[1][R])&gt;=0&amp;&amp;this._lines.drawZero(O,R,this.bounds,S,this.zeroLineColor[R],this.zeroLineWidth[R]*this.pixelRatio)}}for(T=0;T&lt;3;++T){this.lineEnable[T]&amp;&amp;this._lines.drawAxisLine(T,this.bounds,k[T].primalOffset,this.lineColor[T],this.lineWidth[T]*this.pixelRatio),this.lineMirror[T]&amp;&amp;this._lines.drawAxisLine(T,this.bounds,k[T].mirrorOffset,this.lineColor[T],this.lineWidth[T]*this.pixelRatio);var P=u(m,k[T].primalMinor),z=u(y,k[T].mirrorMinor),I=this.lineTickLength;for(C=0;C&lt;3;++C){var N=M/r[5*C];P[C]*=I[C]*N,z[C]*=I[C]*N}this.lineTickEnable[T]&amp;&amp;this._lines.drawAxisTicks(T,k[T].primalOffset,P,this.lineTickColor[T],this.lineTickWidth[T]*this.pixelRatio),this.lineTickMirror[T]&amp;&amp;this._lines.drawAxisTicks(T,k[T].mirrorOffset,z,this.lineTickColor[T],this.lineTickWidth[T]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var D,F;function j(t){(F=[0,0,0])[t]=1}function B(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&gt;0&amp;&amp;l&gt;0?j(n):a&gt;0&amp;&amp;l&lt;0?j(n):a&lt;0&amp;&amp;l&gt;0?j(n):a&lt;0&amp;&amp;l&lt;0?j(n):o&gt;0&amp;&amp;s&gt;0?j(i):o&gt;0&amp;&amp;s&lt;0?j(i):o&lt;0&amp;&amp;s&gt;0?j(i):o&lt;0&amp;&amp;s&lt;0&amp;&amp;j(i)}for(T=0;T&lt;3;++T){var U=k[T].primalMinor,V=k[T].mirrorMinor,H=u(b,k[T].primalOffset);for(C=0;C&lt;3;++C)this.lineTickEnable[T]&amp;&amp;(H[C]+=M*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[T]=1,this.tickEnable[T]){-3600===this.tickAngle[T]?(this.tickAngle[T]=0,this.tickAlign[T]=&quot;auto&quot;):this.tickAlign[T]=-1,D=1,&quot;auto&quot;===(E=[this.tickAlign[T],.5,D])[0]?E[0]=0:E[0]=parseInt(&quot;&quot;+E[0]),F=[0,0,0],B(T,U,V);for(C=0;C&lt;3;++C)H[C]+=M*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(T,this.tickSize[T],this.tickAngle[T],H,this.tickColor[T],q,F,E)}if(this.labelEnable[T]){D=0,F=[0,0,0],this.labels[T].length&gt;4&amp;&amp;(j(T),D=1),&quot;auto&quot;===(E=[this.labelAlign[T],.5,D])[0]?E[0]=0:E[0]=parseInt(&quot;&quot;+E[0]);for(C=0;C&lt;3;++C)H[C]+=M*U[C]*this.labelPad[C]/r[5*C];H[T]+=.5*(a[0][T]+a[1][T]),this._text.drawLabel(T,this.labelSize[T],this.labelAngle[T],H,this.labelColor[T],[0,0,0],F,E)}}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}},{&quot;./lib/background.js&quot;:96,&quot;./lib/cube.js&quot;:97,&quot;./lib/lines.js&quot;:98,&quot;./lib/text.js&quot;:100,&quot;./lib/ticks.js&quot;:101}],96:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=[],r=[],s=0,l=0;l&lt;3;++l)for(var u=(l+1)%3,c=(l+2)%3,f=[0,0,0],h=[0,0,0],d=-1;d&lt;=1;d+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=d,h[l]=d;for(var p=-1;p&lt;=1;p+=2){f[u]=p;for(var g=-1;g&lt;=1;g+=2)f[c]=g,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var v=u;u=c,c=v}var m=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),b=i(t,[{buffer:m,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:m,type:t.FLOAT,size:3,offset:12,stride:24}],y),x=a(t);return x.attributes.position.location=0,x.attributes.normal.location=1,new o(t,m,b,x)};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders&quot;).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&lt;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()}},{&quot;./shaders&quot;:99,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],97:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,a,d){i(s,e,t),i(s,r,s);for(var y=0,b=0;b&lt;2;++b){c[2]=a[b][2];for(var x=0;x&lt;2;++x){c[1]=a[x][1];for(var _=0;_&lt;2;++_)c[0]=a[_][0],h(l[y],c,s),y+=1}}for(var w=-1,b=0;b&lt;8;++b){for(var A=l[b][3],M=0;M&lt;3;++M)u[b][M]=l[b][M]/A;d&amp;&amp;(u[b][2]*=-1),A&lt;0&amp;&amp;(w&lt;0?w=b:u[b][2]&lt;u[w][2]&amp;&amp;(w=b))}if(w&lt;0){w=0;for(var T=0;T&lt;3;++T){for(var k=(T+2)%3,E=(T+1)%3,L=-1,S=-1,C=0;C&lt;2;++C){var O=C&lt;&lt;T,R=O+(C&lt;&lt;k)+(1-C&lt;&lt;E),P=O+(1-C&lt;&lt;k)+(C&lt;&lt;E);o(u[O],u[R],u[P],f)&lt;0||(C?L=1:S=1)}if(L&lt;0||S&lt;0)S&gt;L&amp;&amp;(w|=1&lt;&lt;T);else{for(var C=0;C&lt;2;++C){var O=C&lt;&lt;T,R=O+(C&lt;&lt;k)+(1-C&lt;&lt;E),P=O+(1-C&lt;&lt;k)+(C&lt;&lt;E),z=p([l[O],l[R],l[P],l[O+(1&lt;&lt;k)+(1&lt;&lt;E)]]);C?L=z:S=z}S&gt;L&amp;&amp;(w|=1&lt;&lt;T)}}}for(var I=7^w,N=-1,b=0;b&lt;8;++b)b!==w&amp;&amp;b!==I&amp;&amp;(N&lt;0?N=b:u[N][1]&gt;u[b][1]&amp;&amp;(N=b));for(var D=-1,b=0;b&lt;3;++b){var F=N^1&lt;&lt;b;if(F!==w&amp;&amp;F!==I){D&lt;0&amp;&amp;(D=F);var E=u[F];E[0]&lt;u[D][0]&amp;&amp;(D=F)}}for(var j=-1,b=0;b&lt;3;++b){var F=N^1&lt;&lt;b;if(F!==w&amp;&amp;F!==I&amp;&amp;F!==D){j&lt;0&amp;&amp;(j=F);var E=u[F];E[0]&gt;u[j][0]&amp;&amp;(j=F)}}var B=g;B[0]=B[1]=B[2]=0,B[n.log2(D^N)]=N&amp;D,B[n.log2(N^j)]=N&amp;j;var U=7^j;U===w||U===I?(U=7^D,B[n.log2(j^U)]=U&amp;j):B[n.log2(D^U)]=U&amp;D;for(var V=v,H=w,T=0;T&lt;3;++T)V[T]=H&amp;1&lt;&lt;T?-1:1;return m};var n=t(&quot;bit-twiddle&quot;),i=t(&quot;gl-mat4/multiply&quot;),a=t(&quot;split-polygon&quot;),o=t(&quot;robust-orientation&quot;),s=new Array(16),l=new Array(8),u=new Array(8),c=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n&lt;4;++n){t[n]=r[12+n];for(var i=0;i&lt;3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t&lt;8;++t)l[t]=[1,1,1,1],u[t]=[1,1,1]}();var d=[[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 p(t){for(var e=0;e&lt;d.length;++e)if((t=a.positive(t,d[e])).length&lt;3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1&lt;t.length;++e){var s=t[e],l=t[e+1],u=s[0]/s[3]-n,c=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(u*h-c*f)}return o}var g=[1,1,1],v=[0,0,0],m={cubeEdges:g,axis:v}},{&quot;bit-twiddle&quot;:36,&quot;gl-mat4/multiply&quot;:126,&quot;robust-orientation&quot;:322,&quot;split-polygon&quot;:339}],98:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[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&lt;3;++f){for(var h=o.length/3|0,p=0;p&lt;r[f].length;++p){var g=+r[f][p].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;s[f]=h,l[f]=v-h;for(var h=o.length/3|0,m=0;m&lt;r[f].length;++m){var g=+r[f][m].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var v=o.length/3|0;u[f]=h,c[f]=v-h}var y=n(t,new Float32Array(o)),b=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),x=a(t);return x.attributes.position.location=0,new d(t,y,b,x,l,s,c,u)};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders&quot;).line,o=[0,0,0],s=[0,0,0],l=[0,0,0],u=[0,0,0],c=[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 d(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 p=d.prototype;p.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,c[0]=this.gl.drawingBufferWidth,c[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=c,this.vao.bind()},p.unbind=function(){this.vao.unbind()},p.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,c=h(u,r);c[t]+=e[0][t],this.shader.uniforms.offset=c,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)},p.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])}},p.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var c=f(s);c[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=c;var d=h(u,n);d[e]+=r[0][e],this.shader.uniforms.offset=d;var p=f(o);p[t]=1,this.shader.uniforms.majorAxis=p;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])}},p.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 c=h(u,n);c[t]+=r[0][t],this.shader.uniforms.offset=c;var d=f(l);d[e]=1,this.shader.uniforms.screenAxis=d,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},p.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{&quot;./shaders&quot;:99,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],99:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}&quot;]);r.line=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;}])};var s=n([&quot;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 &lt; 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 &gt; HALF_PI) &amp;&amp; (b &lt;= 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 &lt; (      ratio) * HALF_PI) ? 0.0 :\\n    (b &lt; (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b &lt; (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b &lt; (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 &gt;  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) &amp;&amp;\\n                   (axis.y == 0.0) &amp;&amp;\\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) &lt; 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) &lt; 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) &gt; 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}&quot;]),l=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}&quot;]);r.text=function(t){return i(t,s,l,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;}])};var u=n([&quot;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) &gt; 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}&quot;]),c=n([&quot;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}&quot;]);r.bg=function(t){return i(t,u,c,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],100:[function(t,e,r){(function(r){&quot;use strict&quot;;e.exports=function(t,e,r,a,s,l){var c=n(t),f=i(t,[{buffer:c,size:3}]),h=o(t);h.attributes.position.location=0;var d=new u(t,h,c,f);return d.update(e,r,a,s,l),d};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;vectorize-text&quot;),o=t(&quot;./shaders&quot;).text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function u(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 c=u.prototype,f=[0,0];c.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},c.unbind=function(){this.vao.unbind()},c.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var u=l[r];u||(u=l[r]={});var c=u[e];c||(c=u[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn(&#x27;error vectorizing text:&quot;&#x27;+t+&#x27;&quot; error:&#x27;,e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:&quot;center&quot;,textBaseline:&quot;middle&quot;,lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=c.positions,d=c.cells,p=0,g=d.length;p&lt;g;++p)for(var v=d[p],m=2;m&gt;=0;--m){var y=h[v[m]];o.push(f*y[0],-f*y[1],t)}}for(var u=[0,0,0],c=[0,0,0],f=[0,0,0],h=[0,0,0],d={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},p=0;p&lt;3;++p){f[p]=o.length/3|0,s(.5*(t[0][p]+t[1][p]),e[p],r[p],12,1.25,d),h[p]=(o.length/3|0)-f[p],u[p]=o.length/3|0;for(var g=0;g&lt;n[p].length;++g)n[p][g].text&amp;&amp;s(n[p][g].x,n[p][g].text,n[p][g].font||i,n[p][g].fontSize||12,1.25,d);c[p]=(o.length/3|0)-u[p]}this.buffer.update(o),this.tickOffset=u,this.tickCount=c,this.labelOffset=f,this.labelCount=h},c.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&amp;&amp;(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},c.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&amp;&amp;(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},c.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(&quot;_process&quot;))},{&quot;./shaders&quot;:99,_process:308,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168,&quot;vectorize-text&quot;:351}],101:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r=t+&quot;&quot;,n=r.indexOf(&quot;.&quot;),i=0;n&gt;=0&amp;&amp;(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+&quot;&quot;;if(s.indexOf(&quot;e&quot;)&gt;=0)return s;var l=o/a,u=o%a;o&lt;0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=&quot;&quot;+l;if(o&lt;0&amp;&amp;(c=&quot;-&quot;+c),i){for(var f=&quot;&quot;+u;f.length&lt;i;)f=&quot;0&quot;+f;return c+&quot;.&quot;+f}return c}r.create=function(t,e){for(var r=[],i=0;i&lt;3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]&lt;=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(var o=-1;o*e[i]&gt;=t[0][i];--o)a.push({x:o*e[i],text:n(e[i],o)});r.push(a)}return r},r.equal=function(t,e){for(var r=0;r&lt;3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n&lt;t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},{}],102:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,l,f){var h=e.model||u,d=e.view||u,m=e.projection||u,y=e._ortho||!1,b=t.bounds,x=(f=f||a(h,d,m,b,y)).axis;o(c,d,h),o(c,m,c);for(var _=g,w=0;w&lt;3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var A=n(s(c,c));s(c,c);for(var M=0;M&lt;3;++M){var T=(M+1)%3,k=(M+2)%3,E=v;t:for(var w=0;w&lt;2;++w){var L=[];if(x[M]&lt;0!=!!w){E[M]=b[w][M];for(var S=0;S&lt;2;++S){E[T]=b[S^w][T];for(var C=0;C&lt;2;++C)E[k]=b[C^S^w][k],L.push(E.slice())}for(var O=y?5:4,S=O;S===O;++S){if(0===L.length)continue t;L=i.positive(L,A[S])}for(var S=0;S&lt;L.length;++S)for(var k=L[S],R=p(v,c,k,r,l),C=0;C&lt;3;++C)_[C].lo=Math.min(_[C].lo,k[C]),_[C].hi=Math.max(_[C].hi,k[C]),C!==M&amp;&amp;(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(R[C])))}}}return _};var n=t(&quot;extract-frustum-planes&quot;),i=t(&quot;split-polygon&quot;),a=t(&quot;./lib/cube.js&quot;),o=t(&quot;gl-mat4/multiply&quot;),s=t(&quot;gl-mat4/transpose&quot;),l=t(&quot;gl-vec4/transformMat4&quot;),u=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),c=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],d=[0,0,0,1];function p(t,e,r,n,i){for(var a=0;a&lt;3;++a){for(var o=h,s=d,u=0;u&lt;3;++u)s[u]=o[u]=r[u];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]&lt;0&amp;&amp;(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]&lt;0&amp;&amp;(t[a]=1/0);var c=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(c*c+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)],v=[0,0,0]},{&quot;./lib/cube.js&quot;:97,&quot;extract-frustum-planes&quot;:89,&quot;gl-mat4/multiply&quot;:126,&quot;gl-mat4/transpose&quot;:135,&quot;gl-vec4/transformMat4&quot;:239,&quot;split-polygon&quot;:339}],103:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;typedarray-pool&quot;),i=t(&quot;ndarray-ops&quot;),a=t(&quot;ndarray&quot;),o=[&quot;uint8&quot;,&quot;uint8_clamped&quot;,&quot;uint16&quot;,&quot;uint32&quot;,&quot;int8&quot;,&quot;int16&quot;,&quot;int32&quot;,&quot;float32&quot;];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 u(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a&lt;0)return t.bufferData(e,i,n),o;if(o+a&gt;r)throw new Error(&quot;gl-buffer: If resizing buffer, must not specify offset&quot;);return t.bufferSubData(e,a,i),r}function c(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a&lt;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(&quot;number&quot;!=typeof e&amp;&amp;(e=-1),this.bind(),&quot;object&quot;==typeof t&amp;&amp;&quot;undefined&quot;!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)&lt;0&amp;&amp;(r=&quot;float32&quot;),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(&quot;OES_element_index_uint&quot;)&amp;&amp;&quot;uint16&quot;!==r?&quot;uint32&quot;:&quot;uint16&quot;;if(r===t.dtype&amp;&amp;function(t,e){for(var r=1,n=e.length-1;n&gt;=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&amp;&amp;t.data.length===t.shape[0]?this.length=u(this.gl,this.type,this.length,this.usage,t.data,e):this.length=u(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=u(this.gl,this.type,this.length,this.usage,e&lt;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?c(t,&quot;uint16&quot;):c(t,&quot;float32&quot;),this.length=u(this.gl,this.type,this.length,this.usage,e&lt;0?f:f.subarray(0,t.length),e),n.free(f)}else if(&quot;object&quot;==typeof t&amp;&amp;&quot;number&quot;==typeof t.length)this.length=u(this.gl,this.type,this.length,this.usage,t,e);else{if(&quot;number&quot;!=typeof t&amp;&amp;void 0!==t)throw new Error(&quot;gl-buffer: Invalid data type&quot;);if(e&gt;=0)throw new Error(&quot;gl-buffer: Cannot specify offset when resizing buffer&quot;);(t|=0)&lt;=0&amp;&amp;(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&amp;&amp;r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(&quot;gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER&quot;);if(n!==t.DYNAMIC_DRAW&amp;&amp;n!==t.STATIC_DRAW&amp;&amp;n!==t.STREAM_DRAW)throw new Error(&quot;gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW&quot;);var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:286,&quot;ndarray-ops&quot;:280,&quot;typedarray-pool&quot;:348}],104:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-vec3&quot;),i=function(t,e){for(var r=0;r&lt;t.length;r++)if(t[r]&gt;=e)return r-1;return r},a=n.create(),o=n.create(),s=function(t,e,r){return t&lt;e?e:t&gt;r?r:t},l=function(t,e,r,l){var u=t[0],c=t[1],f=t[2],h=r[0].length,d=r[1].length,p=r[2].length,g=i(r[0],u),v=i(r[1],c),m=i(r[2],f),y=g+1,b=v+1,x=m+1;if(l&amp;&amp;(g=s(g,0,h-1),y=s(y,0,h-1),v=s(v,0,d-1),b=s(b,0,d-1),m=s(m,0,p-1),x=s(x,0,p-1)),g&lt;0||v&lt;0||m&lt;0||y&gt;=h||b&gt;=d||x&gt;=p)return n.create();var _=(u-r[0][g])/(r[0][y]-r[0][g]),w=(c-r[1][v])/(r[1][b]-r[1][v]),A=(f-r[2][m])/(r[2][x]-r[2][m]);(_&lt;0||_&gt;1||isNaN(_))&amp;&amp;(_=0),(w&lt;0||w&gt;1||isNaN(w))&amp;&amp;(w=0),(A&lt;0||A&gt;1||isNaN(A))&amp;&amp;(A=0);var M=m*h*d,T=x*h*d,k=v*h,E=b*h,L=g,S=y,C=e[k+M+L],O=e[k+M+S],R=e[E+M+L],P=e[E+M+S],z=e[k+T+L],I=e[k+T+S],N=e[E+T+L],D=e[E+T+S],F=n.create();return n.lerp(F,C,O,_),n.lerp(a,R,P,_),n.lerp(F,F,a,w),n.lerp(a,z,I,_),n.lerp(o,N,D,_),n.lerp(a,a,o,w),n.lerp(F,F,a,A),F};e.exports=function(t,e){var r;r=t.positions?t.positions:function(t){for(var e=t[0],r=t[1],n=t[2],i=[],a=0;a&lt;n.length;a++)for(var o=0;o&lt;r.length;o++)for(var s=0;s&lt;e.length;s++)i.push([n[a],r[o],e[s]]);return i}(t.meshgrid);var i=t.meshgrid,a=t.vectors,o={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vertexNormals:[],vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&amp;&amp;(e[0]=[0,0,0],e[1]=[0,0,0]),o;for(var s=0,u=1/0,c=-1/0,f=1/0,h=-1/0,d=1/0,p=-1/0,g=null,v=null,m=[],y=1/0,b=0;b&lt;r.length;b++){var x,_=r[b];u=Math.min(_[0],u),c=Math.max(_[0],c),f=Math.min(_[1],f),h=Math.max(_[1],h),d=Math.min(_[2],d),p=Math.max(_[2],p),x=i?l(_,a,i,!0):a[b],n.length(x)&gt;s&amp;&amp;(s=n.length(x)),b&amp;&amp;(y=Math.min(y,2*n.distance(g,_)/(n.length(v)+n.length(x)))),g=_,v=x,m.push(x)}var w=[u,f,d],A=[c,h,p];e&amp;&amp;(e[0]=w,e[1]=A),0===s&amp;&amp;(s=1);var M=1/s;isFinite(y)&amp;&amp;!isNaN(y)||(y=1),o.vectorScale=y;var T=function(t,e,r){var i=n.create();return void 0!==t&amp;&amp;n.set(i,t,e,r),i}(0,1,0),k=t.coneSize||.5;t.absoluteConeSize&amp;&amp;(k=t.absoluteConeSize*M),o.coneScale=k;b=0;for(var E=0;b&lt;r.length;b++)for(var L=(_=r[b])[0],S=_[1],C=_[2],O=m[b],R=n.length(O)*M,P=0;P&lt;8;P++){o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.positions.push([L,S,C,E++]),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vectors.push(O),o.vertexIntensity.push(R,R,R),o.vertexIntensity.push(R,R,R),o.vertexNormals.push(T,T,T),o.vertexNormals.push(T,T,T);var z=o.positions.length;o.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return o},e.exports.createConeMesh=t(&quot;./lib/conemesh&quot;)},{&quot;./lib/conemesh&quot;:105,&quot;gl-vec3&quot;:187}],105:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./shaders&quot;),g=p.meshShader,v=p.pickShader,m=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function y(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,y,b,x,_,w,A,M){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.triangleNormals=u,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.lineWidth=1,this.edgePositions=f,this.edgeColors=d,this.edgeUVs=p,this.edgeIds=h,this.edgeVAO=g,this.edgeCount=0,this.pointPositions=v,this.pointColors=b,this.pointUVs=x,this.pointSizes=_,this.pointIds=y,this.pointVAO=w,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=M,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!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.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=m,this._view=m,this._projection=m,this._resolution=[1,1]}var b=y.prototype;function x(t){var e=n(t,v.vertex,v.fragment,null,v.attributes);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.vector.location=5,e}b.isOpaque=function(){return this.opacity&gt;=1},b.isTransparent=function(){return this.opacity&lt;1},b.pickSlots=1,b.setPickBase=function(t){this.pickId=t},b.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},b.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),void 0!==t.vectorScale&amp;&amp;(this.vectorScale=t.vectorScale),void 0!==t.coneScale&amp;&amp;(this.coneScale=t.coneScale),void 0!==t.coneOffset&amp;&amp;(this.coneOffset=t.coneOffset),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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&amp;&amp;r&amp;&amp;i){var a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[],w=[],A=[];this.cells=r,this.positions=n;var M=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,E=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!T&amp;&amp;(T=s.faceNormals(r,n,E)),T||M||(M=s.vertexNormals(r,n,k));var L=t.vertexColors,S=t.cellColors,C=t.meshColor||[1,1,1,1],O=t.vertexUVs,R=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,I=1/0,N=-1/0;if(!O&amp;&amp;!P)if(R)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],N=+t.vertexIntensityBounds[1];else for(var D=0;D&lt;R.length;++D){var F=R[D];I=Math.min(I,F),N=Math.max(N,F)}else if(z)for(D=0;D&lt;z.length;++D){F=z[D];I=Math.min(I,F),N=Math.max(N,F)}else for(D=0;D&lt;n.length;++D){F=n[D][2];I=Math.min(I,F),N=Math.max(N,F)}this.intensity=R||(z?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var j=t.pointSizes,B=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(D=0;D&lt;n.length;++D)for(var U=n[D],V=0;V&lt;3;++V)!isNaN(U[V])&amp;&amp;isFinite(U[V])&amp;&amp;(this.bounds[0][V]=Math.min(this.bounds[0][V],U[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],U[V]));var H=0,q=0,G=0;t:for(D=0;D&lt;r.length;++D){var X=r[D];switch(X.length){case 1:for(U=n[Y=X[0]],V=0;V&lt;3;++V)if(isNaN(U[V])||!isFinite(U[V]))continue t;b.push(U[0],U[1],U[2],U[3]),3===(Z=L?L[Y]:S?S[D]:C).length?x.push(Z[0],Z[1],Z[2],1):x.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],_.push(Q[0],Q[1]),j?w.push(j[Y]):w.push(B),A.push(D),G+=1;break;case 2:for(V=0;V&lt;2;++V){U=n[Y=X[V]];for(var W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t}for(V=0;V&lt;2;++V){U=n[Y=X[V]];g.push(U[0],U[1],U[2]),3===(Z=L?L[Y]:S?S[D]:C).length?v.push(Z[0],Z[1],Z[2],1):v.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],m.push(Q[0],Q[1]),y.push(D)}q+=1;break;case 3:for(V=0;V&lt;3;++V)for(U=n[Y=X[V]],W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t;for(V=0;V&lt;3;++V){var Y;U=n[Y=X[2-V]];a.push(U[0],U[1],U[2],U[3]);var Z,Q,$,J=i[Y];l.push(J[0],J[1],J[2]),3===(Z=L?L[Y]:S?S[D]:C).length?u.push(Z[0],Z[1],Z[2],1):u.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],d.push(Q[0],Q[1]),$=M?M[Y]:T[D],h.push($[0],$[1],$[2]),p.push(D)}H+=1}}this.pointCount=G,this.edgeCount=q,this.triangleCount=H,this.pointPositions.update(b),this.pointColors.update(x),this.pointUVs.update(_),this.pointSizes.update(w),this.pointIds.update(new Uint32Array(A)),this.edgePositions.update(g),this.edgeColors.update(v),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(y)),this.trianglePositions.update(a),this.triangleVectors.update(l),this.triangleColors.update(u),this.triangleUVs.update(d),this.triangleNormals.update(h),this.triangleIds.update(new Uint32Array(p))}},b.drawTransparent=b.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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:m.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,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f=c[15];for(o=0;o&lt;3;++o)f+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var h=c[12+o],d=0;d&lt;3;++d)h+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=h/f}if(this.triangleCount&gt;0){var p=this.triShader;p.bind(),p.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},b.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind())},b.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);return{index:Math.floor(r[1]/48),position:n,dataCoordinate:n}},b.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.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()},e.exports=function(t,e){1===arguments.length&amp;&amp;(t=(e=t).gl);var r=e.triShader||function(t){var e=n(t,g.vertex,g.fragment,null,g.attributes);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.vector.location=5,e}(t),s=x(t),l=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));l.generateMipmap(),l.minFilter=t.LINEAR_MIPMAP_LINEAR,l.magFilter=t.LINEAR;var u=i(t),f=i(t),h=i(t),d=i(t),p=i(t),v=i(t),m=a(t,[{buffer:u,type:t.FLOAT,size:4},{buffer:v,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:h,type:t.FLOAT,size:4},{buffer:d,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:3},{buffer:f,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),A=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:A,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),T=i(t),k=i(t),E=i(t),L=i(t),S=i(t),C=a(t,[{buffer:T,type:t.FLOAT,size:3},{buffer:S,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:E,type:t.FLOAT,size:2},{buffer:L,type:t.FLOAT,size:1}]),O=i(t),R=new y(t,l,r,s,u,f,v,h,d,p,m,b,A,_,w,M,T,S,k,E,L,C,O,a(t,[{buffer:O,type:t.FLOAT,size:3}]));return R.update(e),R}},{&quot;./shaders&quot;:106,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],106:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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 &gt; 2.99 &amp;&amp; segmentIndex &lt; 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex &gt; 0.99 &amp;&amp;  segmentIndex &lt; 1.01) ||\\n    (segmentIndex &gt; 4.99 &amp;&amp;  segmentIndex &lt; 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 &lt; 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;\\nuniform float vectorScale;\\nuniform float coneScale;\\n\\nuniform float coneOffset;\\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\\n           , f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model &amp; 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&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data\\n           , 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&quot;]),o=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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 &gt; 2.99 &amp;&amp; segmentIndex &lt; 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex &gt; 0.99 &amp;&amp;  segmentIndex &lt; 1.01) ||\\n    (segmentIndex &gt; 4.99 &amp;&amp;  segmentIndex &lt; 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 &lt; 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 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nuniform float vectorScale;\\nuniform float coneScale;\\nuniform float 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), 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&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;vector&quot;,type:&quot;vec3&quot;}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;},{name:&quot;vector&quot;,type:&quot;vec3&quot;}]}},{glslify:250}],107:[function(t,e,r){e.exports={0:&quot;NONE&quot;,1:&quot;ONE&quot;,2:&quot;LINE_LOOP&quot;,3:&quot;LINE_STRIP&quot;,4:&quot;TRIANGLES&quot;,5:&quot;TRIANGLE_STRIP&quot;,6:&quot;TRIANGLE_FAN&quot;,256:&quot;DEPTH_BUFFER_BIT&quot;,512:&quot;NEVER&quot;,513:&quot;LESS&quot;,514:&quot;EQUAL&quot;,515:&quot;LEQUAL&quot;,516:&quot;GREATER&quot;,517:&quot;NOTEQUAL&quot;,518:&quot;GEQUAL&quot;,519:&quot;ALWAYS&quot;,768:&quot;SRC_COLOR&quot;,769:&quot;ONE_MINUS_SRC_COLOR&quot;,770:&quot;SRC_ALPHA&quot;,771:&quot;ONE_MINUS_SRC_ALPHA&quot;,772:&quot;DST_ALPHA&quot;,773:&quot;ONE_MINUS_DST_ALPHA&quot;,774:&quot;DST_COLOR&quot;,775:&quot;ONE_MINUS_DST_COLOR&quot;,776:&quot;SRC_ALPHA_SATURATE&quot;,1024:&quot;STENCIL_BUFFER_BIT&quot;,1028:&quot;FRONT&quot;,1029:&quot;BACK&quot;,1032:&quot;FRONT_AND_BACK&quot;,1280:&quot;INVALID_ENUM&quot;,1281:&quot;INVALID_VALUE&quot;,1282:&quot;INVALID_OPERATION&quot;,1285:&quot;OUT_OF_MEMORY&quot;,1286:&quot;INVALID_FRAMEBUFFER_OPERATION&quot;,2304:&quot;CW&quot;,2305:&quot;CCW&quot;,2849:&quot;LINE_WIDTH&quot;,2884:&quot;CULL_FACE&quot;,2885:&quot;CULL_FACE_MODE&quot;,2886:&quot;FRONT_FACE&quot;,2928:&quot;DEPTH_RANGE&quot;,2929:&quot;DEPTH_TEST&quot;,2930:&quot;DEPTH_WRITEMASK&quot;,2931:&quot;DEPTH_CLEAR_VALUE&quot;,2932:&quot;DEPTH_FUNC&quot;,2960:&quot;STENCIL_TEST&quot;,2961:&quot;STENCIL_CLEAR_VALUE&quot;,2962:&quot;STENCIL_FUNC&quot;,2963:&quot;STENCIL_VALUE_MASK&quot;,2964:&quot;STENCIL_FAIL&quot;,2965:&quot;STENCIL_PASS_DEPTH_FAIL&quot;,2966:&quot;STENCIL_PASS_DEPTH_PASS&quot;,2967:&quot;STENCIL_REF&quot;,2968:&quot;STENCIL_WRITEMASK&quot;,2978:&quot;VIEWPORT&quot;,3024:&quot;DITHER&quot;,3042:&quot;BLEND&quot;,3088:&quot;SCISSOR_BOX&quot;,3089:&quot;SCISSOR_TEST&quot;,3106:&quot;COLOR_CLEAR_VALUE&quot;,3107:&quot;COLOR_WRITEMASK&quot;,3317:&quot;UNPACK_ALIGNMENT&quot;,3333:&quot;PACK_ALIGNMENT&quot;,3379:&quot;MAX_TEXTURE_SIZE&quot;,3386:&quot;MAX_VIEWPORT_DIMS&quot;,3408:&quot;SUBPIXEL_BITS&quot;,3410:&quot;RED_BITS&quot;,3411:&quot;GREEN_BITS&quot;,3412:&quot;BLUE_BITS&quot;,3413:&quot;ALPHA_BITS&quot;,3414:&quot;DEPTH_BITS&quot;,3415:&quot;STENCIL_BITS&quot;,3553:&quot;TEXTURE_2D&quot;,4352:&quot;DONT_CARE&quot;,4353:&quot;FASTEST&quot;,4354:&quot;NICEST&quot;,5120:&quot;BYTE&quot;,5121:&quot;UNSIGNED_BYTE&quot;,5122:&quot;SHORT&quot;,5123:&quot;UNSIGNED_SHORT&quot;,5124:&quot;INT&quot;,5125:&quot;UNSIGNED_INT&quot;,5126:&quot;FLOAT&quot;,5386:&quot;INVERT&quot;,5890:&quot;TEXTURE&quot;,6401:&quot;STENCIL_INDEX&quot;,6402:&quot;DEPTH_COMPONENT&quot;,6406:&quot;ALPHA&quot;,6407:&quot;RGB&quot;,6408:&quot;RGBA&quot;,6409:&quot;LUMINANCE&quot;,6410:&quot;LUMINANCE_ALPHA&quot;,7680:&quot;KEEP&quot;,7681:&quot;REPLACE&quot;,7682:&quot;INCR&quot;,7683:&quot;DECR&quot;,7936:&quot;VENDOR&quot;,7937:&quot;RENDERER&quot;,7938:&quot;VERSION&quot;,9728:&quot;NEAREST&quot;,9729:&quot;LINEAR&quot;,9984:&quot;NEAREST_MIPMAP_NEAREST&quot;,9985:&quot;LINEAR_MIPMAP_NEAREST&quot;,9986:&quot;NEAREST_MIPMAP_LINEAR&quot;,9987:&quot;LINEAR_MIPMAP_LINEAR&quot;,10240:&quot;TEXTURE_MAG_FILTER&quot;,10241:&quot;TEXTURE_MIN_FILTER&quot;,10242:&quot;TEXTURE_WRAP_S&quot;,10243:&quot;TEXTURE_WRAP_T&quot;,10497:&quot;REPEAT&quot;,10752:&quot;POLYGON_OFFSET_UNITS&quot;,16384:&quot;COLOR_BUFFER_BIT&quot;,32769:&quot;CONSTANT_COLOR&quot;,32770:&quot;ONE_MINUS_CONSTANT_COLOR&quot;,32771:&quot;CONSTANT_ALPHA&quot;,32772:&quot;ONE_MINUS_CONSTANT_ALPHA&quot;,32773:&quot;BLEND_COLOR&quot;,32774:&quot;FUNC_ADD&quot;,32777:&quot;BLEND_EQUATION_RGB&quot;,32778:&quot;FUNC_SUBTRACT&quot;,32779:&quot;FUNC_REVERSE_SUBTRACT&quot;,32819:&quot;UNSIGNED_SHORT_4_4_4_4&quot;,32820:&quot;UNSIGNED_SHORT_5_5_5_1&quot;,32823:&quot;POLYGON_OFFSET_FILL&quot;,32824:&quot;POLYGON_OFFSET_FACTOR&quot;,32854:&quot;RGBA4&quot;,32855:&quot;RGB5_A1&quot;,32873:&quot;TEXTURE_BINDING_2D&quot;,32926:&quot;SAMPLE_ALPHA_TO_COVERAGE&quot;,32928:&quot;SAMPLE_COVERAGE&quot;,32936:&quot;SAMPLE_BUFFERS&quot;,32937:&quot;SAMPLES&quot;,32938:&quot;SAMPLE_COVERAGE_VALUE&quot;,32939:&quot;SAMPLE_COVERAGE_INVERT&quot;,32968:&quot;BLEND_DST_RGB&quot;,32969:&quot;BLEND_SRC_RGB&quot;,32970:&quot;BLEND_DST_ALPHA&quot;,32971:&quot;BLEND_SRC_ALPHA&quot;,33071:&quot;CLAMP_TO_EDGE&quot;,33170:&quot;GENERATE_MIPMAP_HINT&quot;,33189:&quot;DEPTH_COMPONENT16&quot;,33306:&quot;DEPTH_STENCIL_ATTACHMENT&quot;,33635:&quot;UNSIGNED_SHORT_5_6_5&quot;,33648:&quot;MIRRORED_REPEAT&quot;,33901:&quot;ALIASED_POINT_SIZE_RANGE&quot;,33902:&quot;ALIASED_LINE_WIDTH_RANGE&quot;,33984:&quot;TEXTURE0&quot;,33985:&quot;TEXTURE1&quot;,33986:&quot;TEXTURE2&quot;,33987:&quot;TEXTURE3&quot;,33988:&quot;TEXTURE4&quot;,33989:&quot;TEXTURE5&quot;,33990:&quot;TEXTURE6&quot;,33991:&quot;TEXTURE7&quot;,33992:&quot;TEXTURE8&quot;,33993:&quot;TEXTURE9&quot;,33994:&quot;TEXTURE10&quot;,33995:&quot;TEXTURE11&quot;,33996:&quot;TEXTURE12&quot;,33997:&quot;TEXTURE13&quot;,33998:&quot;TEXTURE14&quot;,33999:&quot;TEXTURE15&quot;,34000:&quot;TEXTURE16&quot;,34001:&quot;TEXTURE17&quot;,34002:&quot;TEXTURE18&quot;,34003:&quot;TEXTURE19&quot;,34004:&quot;TEXTURE20&quot;,34005:&quot;TEXTURE21&quot;,34006:&quot;TEXTURE22&quot;,34007:&quot;TEXTURE23&quot;,34008:&quot;TEXTURE24&quot;,34009:&quot;TEXTURE25&quot;,34010:&quot;TEXTURE26&quot;,34011:&quot;TEXTURE27&quot;,34012:&quot;TEXTURE28&quot;,34013:&quot;TEXTURE29&quot;,34014:&quot;TEXTURE30&quot;,34015:&quot;TEXTURE31&quot;,34016:&quot;ACTIVE_TEXTURE&quot;,34024:&quot;MAX_RENDERBUFFER_SIZE&quot;,34041:&quot;DEPTH_STENCIL&quot;,34055:&quot;INCR_WRAP&quot;,34056:&quot;DECR_WRAP&quot;,34067:&quot;TEXTURE_CUBE_MAP&quot;,34068:&quot;TEXTURE_BINDING_CUBE_MAP&quot;,34069:&quot;TEXTURE_CUBE_MAP_POSITIVE_X&quot;,34070:&quot;TEXTURE_CUBE_MAP_NEGATIVE_X&quot;,34071:&quot;TEXTURE_CUBE_MAP_POSITIVE_Y&quot;,34072:&quot;TEXTURE_CUBE_MAP_NEGATIVE_Y&quot;,34073:&quot;TEXTURE_CUBE_MAP_POSITIVE_Z&quot;,34074:&quot;TEXTURE_CUBE_MAP_NEGATIVE_Z&quot;,34076:&quot;MAX_CUBE_MAP_TEXTURE_SIZE&quot;,34338:&quot;VERTEX_ATTRIB_ARRAY_ENABLED&quot;,34339:&quot;VERTEX_ATTRIB_ARRAY_SIZE&quot;,34340:&quot;VERTEX_ATTRIB_ARRAY_STRIDE&quot;,34341:&quot;VERTEX_ATTRIB_ARRAY_TYPE&quot;,34342:&quot;CURRENT_VERTEX_ATTRIB&quot;,34373:&quot;VERTEX_ATTRIB_ARRAY_POINTER&quot;,34466:&quot;NUM_COMPRESSED_TEXTURE_FORMATS&quot;,34467:&quot;COMPRESSED_TEXTURE_FORMATS&quot;,34660:&quot;BUFFER_SIZE&quot;,34661:&quot;BUFFER_USAGE&quot;,34816:&quot;STENCIL_BACK_FUNC&quot;,34817:&quot;STENCIL_BACK_FAIL&quot;,34818:&quot;STENCIL_BACK_PASS_DEPTH_FAIL&quot;,34819:&quot;STENCIL_BACK_PASS_DEPTH_PASS&quot;,34877:&quot;BLEND_EQUATION_ALPHA&quot;,34921:&quot;MAX_VERTEX_ATTRIBS&quot;,34922:&quot;VERTEX_ATTRIB_ARRAY_NORMALIZED&quot;,34930:&quot;MAX_TEXTURE_IMAGE_UNITS&quot;,34962:&quot;ARRAY_BUFFER&quot;,34963:&quot;ELEMENT_ARRAY_BUFFER&quot;,34964:&quot;ARRAY_BUFFER_BINDING&quot;,34965:&quot;ELEMENT_ARRAY_BUFFER_BINDING&quot;,34975:&quot;VERTEX_ATTRIB_ARRAY_BUFFER_BINDING&quot;,35040:&quot;STREAM_DRAW&quot;,35044:&quot;STATIC_DRAW&quot;,35048:&quot;DYNAMIC_DRAW&quot;,35632:&quot;FRAGMENT_SHADER&quot;,35633:&quot;VERTEX_SHADER&quot;,35660:&quot;MAX_VERTEX_TEXTURE_IMAGE_UNITS&quot;,35661:&quot;MAX_COMBINED_TEXTURE_IMAGE_UNITS&quot;,35663:&quot;SHADER_TYPE&quot;,35664:&quot;FLOAT_VEC2&quot;,35665:&quot;FLOAT_VEC3&quot;,35666:&quot;FLOAT_VEC4&quot;,35667:&quot;INT_VEC2&quot;,35668:&quot;INT_VEC3&quot;,35669:&quot;INT_VEC4&quot;,35670:&quot;BOOL&quot;,35671:&quot;BOOL_VEC2&quot;,35672:&quot;BOOL_VEC3&quot;,35673:&quot;BOOL_VEC4&quot;,35674:&quot;FLOAT_MAT2&quot;,35675:&quot;FLOAT_MAT3&quot;,35676:&quot;FLOAT_MAT4&quot;,35678:&quot;SAMPLER_2D&quot;,35680:&quot;SAMPLER_CUBE&quot;,35712:&quot;DELETE_STATUS&quot;,35713:&quot;COMPILE_STATUS&quot;,35714:&quot;LINK_STATUS&quot;,35715:&quot;VALIDATE_STATUS&quot;,35716:&quot;INFO_LOG_LENGTH&quot;,35717:&quot;ATTACHED_SHADERS&quot;,35718:&quot;ACTIVE_UNIFORMS&quot;,35719:&quot;ACTIVE_UNIFORM_MAX_LENGTH&quot;,35720:&quot;SHADER_SOURCE_LENGTH&quot;,35721:&quot;ACTIVE_ATTRIBUTES&quot;,35722:&quot;ACTIVE_ATTRIBUTE_MAX_LENGTH&quot;,35724:&quot;SHADING_LANGUAGE_VERSION&quot;,35725:&quot;CURRENT_PROGRAM&quot;,36003:&quot;STENCIL_BACK_REF&quot;,36004:&quot;STENCIL_BACK_VALUE_MASK&quot;,36005:&quot;STENCIL_BACK_WRITEMASK&quot;,36006:&quot;FRAMEBUFFER_BINDING&quot;,36007:&quot;RENDERBUFFER_BINDING&quot;,36048:&quot;FRAMEBUFFER_ATTACHMENT_OBJECT_TYPE&quot;,36049:&quot;FRAMEBUFFER_ATTACHMENT_OBJECT_NAME&quot;,36050:&quot;FRAMEBUFFER_ATTACHMENT_TEXTURE_LEVEL&quot;,36051:&quot;FRAMEBUFFER_ATTACHMENT_TEXTURE_CUBE_MAP_FACE&quot;,36053:&quot;FRAMEBUFFER_COMPLETE&quot;,36054:&quot;FRAMEBUFFER_INCOMPLETE_ATTACHMENT&quot;,36055:&quot;FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT&quot;,36057:&quot;FRAMEBUFFER_INCOMPLETE_DIMENSIONS&quot;,36061:&quot;FRAMEBUFFER_UNSUPPORTED&quot;,36064:&quot;COLOR_ATTACHMENT0&quot;,36096:&quot;DEPTH_ATTACHMENT&quot;,36128:&quot;STENCIL_ATTACHMENT&quot;,36160:&quot;FRAMEBUFFER&quot;,36161:&quot;RENDERBUFFER&quot;,36162:&quot;RENDERBUFFER_WIDTH&quot;,36163:&quot;RENDERBUFFER_HEIGHT&quot;,36164:&quot;RENDERBUFFER_INTERNAL_FORMAT&quot;,36168:&quot;STENCIL_INDEX8&quot;,36176:&quot;RENDERBUFFER_RED_SIZE&quot;,36177:&quot;RENDERBUFFER_GREEN_SIZE&quot;,36178:&quot;RENDERBUFFER_BLUE_SIZE&quot;,36179:&quot;RENDERBUFFER_ALPHA_SIZE&quot;,36180:&quot;RENDERBUFFER_DEPTH_SIZE&quot;,36181:&quot;RENDERBUFFER_STENCIL_SIZE&quot;,36194:&quot;RGB565&quot;,36336:&quot;LOW_FLOAT&quot;,36337:&quot;MEDIUM_FLOAT&quot;,36338:&quot;HIGH_FLOAT&quot;,36339:&quot;LOW_INT&quot;,36340:&quot;MEDIUM_INT&quot;,36341:&quot;HIGH_INT&quot;,36346:&quot;SHADER_COMPILER&quot;,36347:&quot;MAX_VERTEX_UNIFORM_VECTORS&quot;,36348:&quot;MAX_VARYING_VECTORS&quot;,36349:&quot;MAX_FRAGMENT_UNIFORM_VECTORS&quot;,37440:&quot;UNPACK_FLIP_Y_WEBGL&quot;,37441:&quot;UNPACK_PREMULTIPLY_ALPHA_WEBGL&quot;,37442:&quot;CONTEXT_LOST_WEBGL&quot;,37443:&quot;UNPACK_COLORSPACE_CONVERSION_WEBGL&quot;,37444:&quot;BROWSER_DEFAULT_WEBGL&quot;}},{}],108:[function(t,e,r){var n=t(&quot;./1.0/numbers&quot;);e.exports=function(t){return n[t]}},{&quot;./1.0/numbers&quot;:107}],109:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl,r=n(e),o=i(e,[{buffer:r,type:e.FLOAT,size:3,offset:0,stride:40},{buffer:r,type:e.FLOAT,size:4,offset:12,stride:40},{buffer:r,type:e.FLOAT,size:3,offset:28,stride:40}]),l=a(e);l.attributes.position.location=0,l.attributes.color.location=1,l.attributes.offset.location=2;var u=new s(e,r,o,l);return u.update(t),u};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders/index&quot;),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.shader=n,this.buffer=e,this.vao=r,this.pixelRatio=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.lineWidth=[1,1,1],this.capSize=[10,10,10],this.lineCount=[0,0,0],this.lineOffset=[0,0,0],this.opacity=1,this.hasAlpha=!1}var l=s.prototype;function u(t,e){for(var r=0;r&lt;3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,i=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],s=n[13],l=n[14],u=n[15],c=(t._ortho||!1?2:1)*this.pixelRatio*(i[3]*a+i[7]*s+i[11]*l+i[15]*u)/e.drawingBufferHeight;this.vao.bind();for(var f=0;f&lt;3;++f)e.lineWidth(this.lineWidth[f]*this.pixelRatio),r.capSize=this.capSize[f]*c,this.lineCount[f]&amp;&amp;e.drawArrays(e.LINES,this.lineOffset[f],this.lineCount[f]);this.vao.unbind()};var c=function(){for(var t=new Array(3),e=0;e&lt;3;++e){for(var r=[],n=1;n&lt;=2;++n)for(var i=-1;i&lt;=1;i+=2){var a=[0,0,0];a[(n+e)%3]=i,r.push(a)}t[e]=r}return t}();function f(t,e,r,n){for(var i=c[n],a=0;a&lt;i.length;++a){var o=i[a];t.push(e[0],e[1],e[2],r[0],r[1],r[2],r[3],o[0],o[1],o[2])}return i.length}l.update=function(t){&quot;lineWidth&quot;in(t=t||{})&amp;&amp;(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),&quot;capSize&quot;in t&amp;&amp;(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=+t.opacity,this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0));var e=t.color||[[0,0,0],[0,0,0],[0,0,0]],r=t.position,n=t.error;if(Array.isArray(e[0])||(e=[e,e,e]),r&amp;&amp;n){var i=[],a=r.length,o=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var s=0;s&lt;3;++s){this.lineOffset[s]=o;t:for(var l=0;l&lt;a;++l){for(var c=r[l],h=0;h&lt;3;++h)if(isNaN(c[h])||!isFinite(c[h]))continue t;var d=n[l],p=e[s];if(Array.isArray(p[0])&amp;&amp;(p=e[l]),3===p.length?p=[p[0],p[1],p[2],1]:4===p.length&amp;&amp;(p=[p[0],p[1],p[2],p[3]],!this.hasAlpha&amp;&amp;p[3]&lt;1&amp;&amp;(this.hasAlpha=!0)),!isNaN(d[0][s])&amp;&amp;!isNaN(d[1][s])){var g;if(d[0][s]&lt;0)(g=c.slice())[s]+=d[0][s],i.push(c[0],c[1],c[2],p[0],p[1],p[2],p[3],0,0,0,g[0],g[1],g[2],p[0],p[1],p[2],p[3],0,0,0),u(this.bounds,g),o+=2+f(i,g,p,s);if(d[1][s]&gt;0)(g=c.slice())[s]+=d[1][s],i.push(c[0],c[1],c[2],p[0],p[1],p[2],p[3],0,0,0,g[0],g[1],g[2],p[0],p[1],p[2],p[3],0,0,0),u(this.bounds,g),o+=2+f(i,g,p,s)}}this.lineCount[s]=o-this.lineOffset[s]}this.buffer.update(i)}},l.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{&quot;./shaders/index&quot;:110,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],110:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, offset;\\nattribute vec4 color;\\nuniform mat4 model, view, projection;\\nuniform float capSize;\\nvarying vec4 fragColor;\\nvarying vec3 fragPosition;\\n\\nvoid main() {\\n  vec4 worldPosition  = model * vec4(position, 1.0);\\n  worldPosition       = (worldPosition / worldPosition.w) + vec4(capSize * offset, 0.0);\\n  gl_Position         = projection * view * worldPosition;\\n  fragColor           = color;\\n  fragPosition        = position;\\n}&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 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}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;offset&quot;,type:&quot;vec3&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],111:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-texture2d&quot;);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 u=t.getExtension(&quot;WEBGL_draw_buffers&quot;);!l&amp;&amp;u&amp;&amp;function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n&lt;=r;++n){for(var i=new Array(r),a=0;a&lt;n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(var a=n;a&lt;r;++a)i[a]=t.NONE;l[n]=i}}(t,u);Array.isArray(e)&amp;&amp;(n=r,r=0|e[1],e=0|e[0]);if(&quot;number&quot;!=typeof e)throw new Error(&quot;gl-fbo: Missing shape parameter&quot;);var c=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e&lt;0||e&gt;c||r&lt;0||r&gt;c)throw new Error(&quot;gl-fbo: Parameters are too large for FBO&quot;);var f=1;if(&quot;color&quot;in(n=n||{})){if((f=Math.max(0|n.color,0))&lt;0)throw new Error(&quot;gl-fbo: Must specify a nonnegative number of colors&quot;);if(f&gt;1){if(!u)throw new Error(&quot;gl-fbo: Multiple draw buffer extension not supported&quot;);if(f&gt;t.getParameter(u.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(&quot;gl-fbo: Context does not support &quot;+f+&quot; draw buffers&quot;)}}var h=t.UNSIGNED_BYTE,d=t.getExtension(&quot;OES_texture_float&quot;);if(n.float&amp;&amp;f&gt;0){if(!d)throw new Error(&quot;gl-fbo: Context does not support floating point textures&quot;);h=t.FLOAT}else n.preferFloat&amp;&amp;f&gt;0&amp;&amp;d&amp;&amp;(h=t.FLOAT);var g=!0;&quot;depth&quot;in n&amp;&amp;(g=!!n.depth);var v=!1;&quot;stencil&quot;in n&amp;&amp;(v=!!n.stencil);return new p(t,e,r,h,f,g,v,u)};var i,a,o,s,l=null;function u(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function c(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function f(t){switch(t){case i:throw new Error(&quot;gl-fbo: Framebuffer unsupported&quot;);case a:throw new Error(&quot;gl-fbo: Framebuffer incomplete attachment&quot;);case o:throw new Error(&quot;gl-fbo: Framebuffer incomplete dimensions&quot;);case s:throw new Error(&quot;gl-fbo: Framebuffer incomplete missing attachment&quot;);default:throw new Error(&quot;gl-fbo: Framebuffer failed for unspecified reason&quot;)}}function h(t,e,r,i,a,o){if(!i)return null;var s=n(t,e,r,a,i);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function d(t,e,r,n,i){var a=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function p(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 p=0;p&lt;i;++p)this.color[p]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var g=this,v=[0|e,0|r];Object.defineProperties(v,{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=v,function(t){var e=u(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,p=t._useStencil,g=t._useDepth,v=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var m=0;m&lt;o;++m)t.color[m]=h(r,i,a,v,r.RGBA,r.COLOR_ATTACHMENT0+m);0===o?(t._color_rb=d(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&amp;&amp;s.drawBuffersWEBGL(l[0])):o&gt;1&amp;&amp;s.drawBuffersWEBGL(l[o]);var y=r.getExtension(&quot;WEBGL_depth_texture&quot;);y?p?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&amp;&amp;(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&amp;&amp;p?t._depth_rb=d(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=d(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):p&amp;&amp;(t._depth_rb=d(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var b=r.checkFramebufferStatus(r.FRAMEBUFFER);if(b!==r.FRAMEBUFFER_COMPLETE){for(t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&amp;&amp;(t.depth.dispose(),t.depth=null),t._depth_rb&amp;&amp;(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null),m=0;m&lt;t.color.length;++m)t.color[m].dispose(),t.color[m]=null;t._color_rb&amp;&amp;(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),c(r,e),f(b)}c(r,e)}(this)}var g=p.prototype;function v(t,e,r){if(t._destroyed)throw new Error(&quot;gl-fbo: Can&#x27;t resize destroyed FBO&quot;);if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e&lt;0||e&gt;i||r&lt;0||r&gt;i)throw new Error(&quot;gl-fbo: Can&#x27;t resize FBO, invalid dimensions&quot;);t._shape[0]=e,t._shape[1]=r;for(var a=u(n),o=0;o&lt;t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&amp;&amp;(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&amp;&amp;(t.depth.shape=t._shape),t._depth_rb&amp;&amp;(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&amp;&amp;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&amp;&amp;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&amp;&amp;(t.dispose(),c(n,a),f(s)),c(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(&quot;gl-fbo: Shape vector must be length 2&quot;);var e=0|t[0],r=0|t[1];return v(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return v(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,v(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&amp;&amp;(this.depth.dispose(),this.depth=null),this._depth_rb&amp;&amp;(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e&lt;this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&amp;&amp;(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{&quot;gl-texture2d&quot;:164}],112:[function(t,e,r){var n=t(&quot;sprintf-js&quot;).sprintf,i=t(&quot;gl-constants/lookup&quot;),a=t(&quot;glsl-shader-name&quot;),o=t(&quot;add-line-numbers&quot;);e.exports=function(t,e,r){&quot;use strict&quot;;var s=a(e)||&quot;of unknown name (see npm glsl-shader-name)&quot;,l=&quot;unknown type&quot;;void 0!==r&amp;&amp;(l=r===i.FRAGMENT_SHADER?&quot;fragment&quot;:&quot;vertex&quot;);for(var u=n(&quot;Error compiling %s shader %s:\\n&quot;,l,s),c=n(&quot;%s%s&quot;,u,t),f=t.split(&quot;\\n&quot;),h={},d=0;d&lt;f.length;d++){var p=f[d];if(&quot;&quot;!==p&amp;&amp;&quot;\\0&quot;!==p){var g=parseInt(p.split(&quot;:&quot;)[2]);if(isNaN(g))throw new Error(n(&quot;Could not parse error: %s&quot;,p));h[g]=p}}for(var v=o(e).split(&quot;\\n&quot;),d=0;d&lt;v.length;d++)if(h[d+3]||h[d+2]||h[d+1]){var m=v[d];if(u+=m+&quot;\\n&quot;,h[d+1]){var y=h[d+1];y=y.substr(y.split(&quot;:&quot;,3).join(&quot;:&quot;).length+1).trim(),u+=n(&quot;^^^ %s\\n\\n&quot;,y)}}return{long:u.trim(),short:c.trim()}}},{&quot;add-line-numbers&quot;:12,&quot;gl-constants/lookup&quot;:108,&quot;glsl-shader-name&quot;:242,&quot;sprintf-js&quot;:340}],113:[function(t,e,r){var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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&quot;]),o=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 &lt; 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\nlowp vec4 encode_float_1604150559(highp float v) {\\n  highp float av = abs(v);\\n\\n  //Handle special cases\\n  if(av &lt; FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v &gt; FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v &lt; -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  highp vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  highp float e = floor(log2(av));\\n  highp 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  highp 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 &gt; max(a, b)) || \\n          (p &lt; 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, encode_float_1604150559(pixelArcLength).xyz);\\n}&quot;]),l=[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;nextPosition&quot;,type:&quot;vec3&quot;},{name:&quot;arcLength&quot;,type:&quot;float&quot;},{name:&quot;lineWidth&quot;,type:&quot;float&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{&quot;gl-shader&quot;:149,glslify:250}],114:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl||t.scene&amp;&amp;t.scene.gl,r=c(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=f(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),u=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}]),h=l(new Array(1024),[256,1,4]),d=0;d&lt;1024;++d)h.data[d]=255;var p=a(e,h);p.wrap=e.REPEAT;var g=new v(e,r,o,s,u,p);return g.update(t),g};var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;gl-texture2d&quot;),o=t(&quot;glsl-read-float&quot;),s=t(&quot;binary-search-bounds&quot;),l=t(&quot;ndarray&quot;),u=t(&quot;./lib/shaders&quot;),c=u.createShader,f=u.createPickShader,h=[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&lt;3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function p(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r&lt;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 g(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 m=v.prototype;m.isTransparent=function(){return this.hasAlpha},m.isOpaque=function(){return!this.hasAlpha},m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.drawTransparent=m.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||h,view:t.view||h,projection:t.projection||h,clipBounds:p(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()}},m.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||h,view:t.view||h,projection:t.projection||h,pickId:this.pickId,clipBounds:p(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},m.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;&quot;dashScale&quot;in t&amp;&amp;(this.dashScale=t.dashScale),this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=+t.opacity,this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0));var i=[],a=[],o=[],u=0,c=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,v=!1;t:for(e=1;e&lt;h.length;++e){var m,y,b,x=h[e-1],_=h[e];for(a.push(u),o.push(x.slice()),r=0;r&lt;3;++r){if(isNaN(x[r])||isNaN(_[r])||!isFinite(x[r])||!isFinite(_[r])){if(!n&amp;&amp;i.length&gt;0){for(var w=0;w&lt;24;++w)i.push(i[i.length-12]);c+=2,v=!0}continue t}f[0][r]=Math.min(f[0][r],x[r],_[r]),f[1][r]=Math.max(f[1][r],x[r],_[r])}Array.isArray(p[0])?(m=p.length&gt;e-1?p[e-1]:p.length&gt;0?p[p.length-1]:[0,0,0,1],y=p.length&gt;e?p[e]:p.length&gt;0?p[p.length-1]:[0,0,0,1]):m=y=p,3===m.length&amp;&amp;(m=[m[0],m[1],m[2],1]),3===y.length&amp;&amp;(y=[y[0],y[1],y[2],1]),!this.hasAlpha&amp;&amp;m[3]&lt;1&amp;&amp;(this.hasAlpha=!0),b=Array.isArray(g)?g.length&gt;e-1?g[e-1]:g.length&gt;0?g[g.length-1]:[0,0,0,1]:g;var A=u;if(u+=d(x,_),v){for(r=0;r&lt;2;++r)i.push(x[0],x[1],x[2],_[0],_[1],_[2],A,b,m[0],m[1],m[2],m[3]);c+=2,v=!1}i.push(x[0],x[1],x[2],_[0],_[1],_[2],A,b,m[0],m[1],m[2],m[3],x[0],x[1],x[2],_[0],_[1],_[2],A,-b,m[0],m[1],m[2],m[3],_[0],_[1],_[2],x[0],x[1],x[2],u,-b,y[0],y[1],y[2],y[3],_[0],_[1],_[2],x[0],x[1],x[2],u,b,y[0],y[1],y[2],y[3]),c+=4}}if(this.buffer.update(i),a.push(u),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=c,this.points=o,this.arcLength=a,&quot;dashes&quot;in t){var M=t.dashes.slice();for(M.unshift(0),e=1;e&lt;M.length;++e)M[e]=M[e-1]+M[e];var T=l(new Array(1024),[256,1,4]);for(e=0;e&lt;256;++e){for(r=0;r&lt;4;++r)T.set(e,0,r,0);1&amp;s.le(M,M[M.length-1]*e/255)?T.set(e,0,0,0):T.set(e,0,0,255)}this.texture.setPixels(T)}},m.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=o(t.value[0],t.value[1],t.value[2],0),r=s.le(this.arcLength,e);if(r&lt;0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),l=1-a,u=[0,0,0],c=0;c&lt;3;++c)u[c]=l*n[c]+a*i[c];var f=Math.min(a&lt;.5?r:r+1,this.points.length-1);return new g(e,u,f,this.points[f])}},{&quot;./lib/shaders&quot;:113,&quot;binary-search-bounds&quot;:115,&quot;gl-buffer&quot;:103,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,&quot;glsl-read-float&quot;:241,ndarray:286}],115:[function(t,e,r){arguments[4][54][0].apply(r,arguments)},{dup:54}],116:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r*a-i*n;return o?(o=1/o,t[0]=a*o,t[1]=-n*o,t[2]=-i*o,t[3]=r*o,t):null}},{}],117:[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],u=e[7],c=e[8],f=c*o-s*u,h=-c*a+s*l,d=u*a-o*l,p=r*f+n*h+i*d;return p?(p=1/p,t[0]=f*p,t[1]=(-c*n+i*u)*p,t[2]=(s*n-i*o)*p,t[3]=h*p,t[4]=(c*r-i*l)*p,t[5]=(-s*r+i*a)*p,t[6]=d*p,t[7]=(-u*r+n*l)*p,t[8]=(o*r-n*a)*p,t):null}},{}],118:[function(t,e,r){e.exports=function(t){var e=new Float32Array(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}},{}],119:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);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}},{}],120:[function(t,e,r){e.exports=function(t){var e=t[0],r=t[1],n=t[2],i=t[3],a=t[4],o=t[5],s=t[6],l=t[7],u=t[8],c=t[9],f=t[10],h=t[11],d=t[12],p=t[13],g=t[14],v=t[15];return(e*o-r*a)*(f*v-h*g)-(e*s-n*a)*(c*v-h*p)+(e*l-i*a)*(c*g-f*p)+(r*s-n*o)*(u*v-h*d)-(r*l-i*o)*(u*g-f*d)+(n*l-i*s)*(u*p-c*d)}},{}],121:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=r+r,s=n+n,l=i+i,u=r*o,c=n*o,f=n*s,h=i*o,d=i*s,p=i*l,g=a*o,v=a*s,m=a*l;return t[0]=1-f-p,t[1]=c+m,t[2]=h-v,t[3]=0,t[4]=c-m,t[5]=1-u-p,t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-u-f,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],122:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=n+n,l=i+i,u=a+a,c=n*s,f=n*l,h=n*u,d=i*l,p=i*u,g=a*u,v=o*s,m=o*l,y=o*u;return t[0]=1-(d+g),t[1]=f+y,t[2]=h-m,t[3]=0,t[4]=f-y,t[5]=1-(c+g),t[6]=p+v,t[7]=0,t[8]=h+m,t[9]=p-v,t[10]=1-(c+d),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],123:[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}},{}],124:[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],u=e[7],c=e[8],f=e[9],h=e[10],d=e[11],p=e[12],g=e[13],v=e[14],m=e[15],y=r*s-n*o,b=r*l-i*o,x=r*u-a*o,_=n*l-i*s,w=n*u-a*s,A=i*u-a*l,M=c*g-f*p,T=c*v-h*p,k=c*m-d*p,E=f*v-h*g,L=f*m-d*g,S=h*m-d*v,C=y*S-b*L+x*E+_*k-w*T+A*M;if(!C)return null;return C=1/C,t[0]=(s*S-l*L+u*E)*C,t[1]=(i*L-n*S-a*E)*C,t[2]=(g*A-v*w+m*_)*C,t[3]=(h*w-f*A-d*_)*C,t[4]=(l*k-o*S-u*T)*C,t[5]=(r*S-i*k+a*T)*C,t[6]=(v*x-p*A-m*b)*C,t[7]=(c*A-h*x+d*b)*C,t[8]=(o*L-s*k+u*M)*C,t[9]=(n*k-r*L-a*M)*C,t[10]=(p*w-g*x+m*y)*C,t[11]=(f*x-c*w-d*y)*C,t[12]=(s*T-o*E-l*M)*C,t[13]=(r*E-n*T+i*M)*C,t[14]=(g*b-p*_-v*y)*C,t[15]=(c*_-f*b+h*y)*C,t}},{}],125:[function(t,e,r){var n=t(&quot;./identity&quot;);e.exports=function(t,e,r,i){var a,o,s,l,u,c,f,h,d,p,g=e[0],v=e[1],m=e[2],y=i[0],b=i[1],x=i[2],_=r[0],w=r[1],A=r[2];if(Math.abs(g-_)&lt;1e-6&amp;&amp;Math.abs(v-w)&lt;1e-6&amp;&amp;Math.abs(m-A)&lt;1e-6)return n(t);f=g-_,h=v-w,d=m-A,p=1/Math.sqrt(f*f+h*h+d*d),a=b*(d*=p)-x*(h*=p),o=x*(f*=p)-y*d,s=y*h-b*f,(p=Math.sqrt(a*a+o*o+s*s))?(a*=p=1/p,o*=p,s*=p):(a=0,o=0,s=0);l=h*s-d*o,u=d*a-f*s,c=f*o-h*a,(p=Math.sqrt(l*l+u*u+c*c))?(l*=p=1/p,u*=p,c*=p):(l=0,u=0,c=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=u,t[6]=h,t[7]=0,t[8]=s,t[9]=c,t[10]=d,t[11]=0,t[12]=-(a*g+o*v+s*m),t[13]=-(l*g+u*v+c*m),t[14]=-(f*g+h*v+d*m),t[15]=1,t}},{&quot;./identity&quot;:123}],126:[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],u=e[6],c=e[7],f=e[8],h=e[9],d=e[10],p=e[11],g=e[12],v=e[13],m=e[14],y=e[15],b=r[0],x=r[1],_=r[2],w=r[3];return t[0]=b*n+x*s+_*f+w*g,t[1]=b*i+x*l+_*h+w*v,t[2]=b*a+x*u+_*d+w*m,t[3]=b*o+x*c+_*p+w*y,b=r[4],x=r[5],_=r[6],w=r[7],t[4]=b*n+x*s+_*f+w*g,t[5]=b*i+x*l+_*h+w*v,t[6]=b*a+x*u+_*d+w*m,t[7]=b*o+x*c+_*p+w*y,b=r[8],x=r[9],_=r[10],w=r[11],t[8]=b*n+x*s+_*f+w*g,t[9]=b*i+x*l+_*h+w*v,t[10]=b*a+x*u+_*d+w*m,t[11]=b*o+x*c+_*p+w*y,b=r[12],x=r[13],_=r[14],w=r[15],t[12]=b*n+x*s+_*f+w*g,t[13]=b*i+x*l+_*h+w*v,t[14]=b*a+x*u+_*d+w*m,t[15]=b*o+x*c+_*p+w*y,t}},{}],127:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),u=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*u,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*u,t[15]=1,t}},{}],128:[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}},{}],129:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,u,c,f,h,d,p,g,v,m,y,b,x,_,w,A,M,T,k,E,L=n[0],S=n[1],C=n[2],O=Math.sqrt(L*L+S*S+C*C);if(Math.abs(O)&lt;1e-6)return null;L*=O=1/O,S*=O,C*=O,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],u=e[2],c=e[3],f=e[4],h=e[5],d=e[6],p=e[7],g=e[8],v=e[9],m=e[10],y=e[11],b=L*L*o+a,x=S*L*o+C*i,_=C*L*o-S*i,w=L*S*o-C*i,A=S*S*o+a,M=C*S*o+L*i,T=L*C*o+S*i,k=S*C*o-L*i,E=C*C*o+a,t[0]=s*b+f*x+g*_,t[1]=l*b+h*x+v*_,t[2]=u*b+d*x+m*_,t[3]=c*b+p*x+y*_,t[4]=s*w+f*A+g*M,t[5]=l*w+h*A+v*M,t[6]=u*w+d*A+m*M,t[7]=c*w+p*A+y*M,t[8]=s*T+f*k+g*E,t[9]=l*T+h*k+v*E,t[10]=u*T+d*k+m*E,t[11]=c*T+p*k+y*E,e!==t&amp;&amp;(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],130:[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],u=e[8],c=e[9],f=e[10],h=e[11];e!==t&amp;&amp;(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+u*n,t[5]=o*i+c*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],131:[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],u=e[8],c=e[9],f=e[10],h=e[11];e!==t&amp;&amp;(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-u*n,t[1]=o*i-c*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],132:[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],u=e[4],c=e[5],f=e[6],h=e[7];e!==t&amp;&amp;(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+u*n,t[1]=o*i+c*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],133:[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}},{}],134:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,u,c,f,h,d,p,g=r[0],v=r[1],m=r[2];e===t?(t[12]=e[0]*g+e[4]*v+e[8]*m+e[12],t[13]=e[1]*g+e[5]*v+e[9]*m+e[13],t[14]=e[2]*g+e[6]*v+e[10]*m+e[14],t[15]=e[3]*g+e[7]*v+e[11]*m+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],u=e[6],c=e[7],f=e[8],h=e[9],d=e[10],p=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=u,t[7]=c,t[8]=f,t[9]=h,t[10]=d,t[11]=p,t[12]=n*g+s*v+f*m+e[12],t[13]=i*g+l*v+h*m+e[13],t[14]=a*g+u*v+d*m+e[14],t[15]=o*g+c*v+p*m+e[15]);return t}},{}],135:[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}},{}],136:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:n(t,e);break;case 9:i(t,e);break;case 16:a(t,e);break;default:throw new Error(&quot;currently supports matrices up to 4x4&quot;)}return t};var n=t(&quot;gl-mat2/invert&quot;),i=t(&quot;gl-mat3/invert&quot;),a=t(&quot;gl-mat4/invert&quot;)},{&quot;gl-mat2/invert&quot;:116,&quot;gl-mat3/invert&quot;:117,&quot;gl-mat4/invert&quot;:124}],137:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;barycentric&quot;),i=t(&quot;polytope-closest-point/lib/closest_point_2d.js&quot;);function a(t,e){for(var r=[0,0,0,0],n=0;n&lt;4;++n)for(var i=0;i&lt;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&lt;3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}e.exports=function(t,e,r,a,s,l){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),c=0;c&lt;t.length;++c)u[c]=o(t[c],r,a,s,l);for(var f=0,h=1/0,c=0;c&lt;u.length;++c){for(var d=0,p=0;p&lt;2;++p)d+=Math.pow(u[c][p]-e[p],2);d&lt;h&amp;&amp;(h=d,f=c)}for(var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o&lt;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&lt;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,c=0;c&lt;3;++c){if(g[c]&lt;-.001||g[c]&gt;1.0001)return null;v+=g[c]}if(Math.abs(v-1)&gt;.001)return null;return[f,function(t,e){for(var r=[0,0,0],n=0;n&lt;t.length;++n)for(var i=t[n],a=e[n],o=0;o&lt;3;++o)r[o]+=a*i[o];return r}(t,g),g]}},{barycentric:17,&quot;polytope-closest-point/lib/closest_point_2d.js&quot;:307}],138:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\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 (outOfRange(clipBounds[0], clipBounds[1], f_data)) 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 = 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&quot;]),o=n([&quot;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}&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),l=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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);\\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}&quot;]),u=n([&quot;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) &gt; 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}&quot;]),c=n([&quot;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}&quot;]),f=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),h=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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);\\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}&quot;]),d=n([&quot;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}&quot;]),p=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor,1);\\n}\\n&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;}]},r.pointShader={vertex:l,fragment:u,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;pointSize&quot;,type:&quot;float&quot;}]},r.pickShader={vertex:c,fragment:f,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;pointSize&quot;,type:&quot;float&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}]},r.contourShader={vertex:d,fragment:p,attributes:[{name:&quot;position&quot;,type:&quot;vec3&quot;}]}},{glslify:250}],139:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./lib/shaders&quot;),g=t(&quot;./lib/closest-point&quot;),v=p.meshShader,m=p.wireShader,y=p.pointShader,b=p.pickShader,x=p.pointPickShader,_=p.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function A(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,m,y,b,x,_,A,M,T,k,E){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=c,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=u,this.triangleVAO=d,this.triangleCount=0,this.lineWidth=1,this.edgePositions=p,this.edgeColors=v,this.edgeUVs=m,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=b,this.pointColors=_,this.pointUVs=A,this.pointSizes=M,this.pointIds=x,this.pointVAO=T,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=k,this.contourVAO=E,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!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._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var M=A.prototype;function T(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 k(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function E(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}M.isOpaque=function(){return this.opacity&gt;=1},M.isTransparent=function(){return this.opacity&lt;1},M.pickSlots=1,M.setPickBase=function(t){this.pickId=t},M.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},M.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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;if(n&amp;&amp;r){var i=[],a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,A=t.cellNormals,M=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,T=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!A&amp;&amp;(A=s.faceNormals(r,n,T)),A||w||(w=s.vertexNormals(r,n,M));var k=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],S=t.vertexUVs,C=t.vertexIntensity,O=t.cellUVs,R=t.cellIntensity,P=1/0,z=-1/0;if(!S&amp;&amp;!O)if(C)if(t.vertexIntensityBounds)P=+t.vertexIntensityBounds[0],z=+t.vertexIntensityBounds[1];else for(var I=0;I&lt;C.length;++I){var N=C[I];P=Math.min(P,N),z=Math.max(z,N)}else if(R)for(I=0;I&lt;R.length;++I){N=R[I];P=Math.min(P,N),z=Math.max(z,N)}else for(I=0;I&lt;n.length;++I){N=n[I][2];P=Math.min(P,N),z=Math.max(z,N)}this.intensity=C||(R?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,R):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var D=t.pointSizes,F=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(I=0;I&lt;n.length;++I)for(var j=n[I],B=0;B&lt;3;++B)!isNaN(j[B])&amp;&amp;isFinite(j[B])&amp;&amp;(this.bounds[0][B]=Math.min(this.bounds[0][B],j[B]),this.bounds[1][B]=Math.max(this.bounds[1][B],j[B]));var U=0,V=0,H=0;t:for(I=0;I&lt;r.length;++I){var q=r[I];switch(q.length){case 1:for(j=n[X=q[0]],B=0;B&lt;3;++B)if(isNaN(j[B])||!isFinite(j[B]))continue t;m.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?y.push(W[0],W[1],W[2],1):y.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],b.push(Y[0],Y[1]),D?x.push(D[X]):x.push(F),_.push(I),H+=1;break;case 2:for(B=0;B&lt;2;++B){j=n[X=q[B]];for(var G=0;G&lt;3;++G)if(isNaN(j[G])||!isFinite(j[G]))continue t}for(B=0;B&lt;2;++B){j=n[X=q[B]];d.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?p.push(W[0],W[1],W[2],1):p.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],g.push(Y[0],Y[1]),v.push(I)}V+=1;break;case 3:for(B=0;B&lt;3;++B)for(j=n[X=q[B]],G=0;G&lt;3;++G)if(isNaN(j[G])||!isFinite(j[G]))continue t;for(B=0;B&lt;3;++B){var X,W,Y,Z;j=n[X=q[2-B]];i.push(j[0],j[1],j[2]),3===(W=k?k[X]:E?E[I]:L).length?a.push(W[0],W[1],W[2],1):a.push(W[0],W[1],W[2],W[3]),Y=S?S[X]:C?[(C[X]-P)/(z-P),0]:O?O[I]:R?[(R[I]-P)/(z-P),0]:[(j[2]-P)/(z-P),0],u.push(Y[0],Y[1]),Z=w?w[X]:A[I],l.push(Z[0],Z[1],Z[2]),h.push(I)}U+=1}}this.pointCount=H,this.edgeCount=V,this.triangleCount=U,this.pointPositions.update(m),this.pointColors.update(y),this.pointUVs.update(b),this.pointSizes.update(x),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(d),this.edgeColors.update(p),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(v)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(u),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},M.drawTransparent=M.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&lt;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],opacity:this.opacity,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f,h=c[15];for(o=0;o&lt;3;++o)h+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var d=c[12+o],p=0;p&lt;3;++p)d+=c[4*p+o]*this.lightPosition[p];s.lightPosition[o]=d/h}this.triangleCount&gt;0&amp;&amp;((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount&gt;0&amp;&amp;this.lineWidth&gt;0&amp;&amp;((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&gt;0&amp;&amp;((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&amp;&amp;this.contourCount&gt;0&amp;&amp;this.contourLineWidth&gt;0&amp;&amp;((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},M.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&lt;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&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount&gt;0)&amp;&amp;((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},M.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&lt;r.length;++a)i[a]=n[r[a]];var o=g(i,[t.coord[0],this._resolution[1]-t.coord[1]],this._model,this._view,this._projection,this._resolution);if(!o)return null;var s=o[2],l=0;for(a=0;a&lt;r.length;++a)l+=s[a]*this.intensity[r[a]];return{position:o[1],index:r[o[0]],cell:r,cellId:e,intensity:l,dataCoordinate:this.positions[r[o[0]]]}},M.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){if(1===arguments.length&amp;&amp;(t=(e=t).gl),!(t.getExtension(&quot;OES_standard_derivatives&quot;)||t.getExtension(&quot;MOZ_OES_standard_derivatives&quot;)||t.getExtension(&quot;WEBKIT_OES_standard_derivatives&quot;)))throw new Error(&quot;derivatives not supported&quot;);var r=function(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.attributes.normal.location=4,e}(t),s=function(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}(t),l=T(t),u=k(t),f=E(t),h=L(t),d=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));d.generateMipmap(),d.minFilter=t.LINEAR_MIPMAP_LINEAR,d.magFilter=t.LINEAR;var p=i(t),g=i(t),y=i(t),b=i(t),x=i(t),_=a(t,[{buffer:p,type:t.FLOAT,size:3},{buffer:x,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:y,type:t.FLOAT,size:2},{buffer:b,type:t.FLOAT,size:3}]),w=i(t),M=i(t),S=i(t),C=i(t),O=a(t,[{buffer:w,type:t.FLOAT,size:3},{buffer:C,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:M,type:t.FLOAT,size:4},{buffer:S,type:t.FLOAT,size:2}]),R=i(t),P=i(t),z=i(t),I=i(t),N=i(t),D=a(t,[{buffer:R,type:t.FLOAT,size:3},{buffer:N,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:P,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:I,type:t.FLOAT,size:1}]),F=i(t),j=new A(t,d,r,s,l,u,f,h,p,x,g,y,b,_,w,C,M,S,O,R,N,P,z,I,D,F,a(t,[{buffer:F,type:t.FLOAT,size:3}]));return j.update(e),j}},{&quot;./lib/closest-point&quot;:137,&quot;./lib/shaders&quot;:138,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],140:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];&quot;distanceLimits&quot;in e&amp;&amp;(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);&quot;zoomMin&quot;in e&amp;&amp;(r[0]=e.zoomMin);&quot;zoomMax&quot;in e&amp;&amp;(r[1]=e.zoomMax);var u=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||&quot;orbit&quot;,distanceLimits:r}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,d=t.clientHeight,p={keyBindingMode:&quot;rotate&quot;,enableWheel:!0,view:u,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:u.modes,_ortho:e._ortho||e.projection&amp;&amp;&quot;orthographic&quot;===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;u.idle(e-r),u.recalcMatrix(i),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s&lt;16;++s)a=a&amp;&amp;c[s]===o[s],c[s]=o[s];var l=t.clientWidth===h&amp;&amp;t.clientHeight===d;return h=t.clientWidth,d=t.clientHeight,a?!l:(f=Math.exp(u.computedRadius[0]),!0)},lookAt:function(t,e,r){u.lookAt(u.lastT(),t,e,r)},rotate:function(t,e,r){u.rotate(u.lastT(),t,e,r)},pan:function(t,e,r){u.pan(u.lastT(),t,e,r)},translate:function(t,e,r){u.translate(u.lastT(),t,e,r)}};return Object.defineProperties(p,{matrix:{get:function(){return u.computedMatrix},set:function(t){return u.setMatrix(u.lastT(),t),u.computedMatrix},enumerable:!0},mode:{get:function(){return u.getMode()},set:function(t){var e=u.computedUp.slice(),r=u.computedEye.slice(),i=u.computedCenter.slice();if(u.setMode(t),&quot;turntable&quot;===t){var a=n();u._active.lookAt(a,r,i,e),u._active.lookAt(a+500,r,i,[0,0,1]),u._active.flush(a)}return u.getMode()},enumerable:!0},center:{get:function(){return u.computedCenter},set:function(t){return u.lookAt(u.lastT(),null,t),u.computedCenter},enumerable:!0},eye:{get:function(){return u.computedEye},set:function(t){return u.lookAt(u.lastT(),t),u.computedEye},enumerable:!0},up:{get:function(){return u.computedUp},set:function(t){return u.lookAt(u.lastT(),null,null,t),u.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(r)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(&quot;contextmenu&quot;,function(t){return t.preventDefault(),!1}),p._lastX=-1,p._lastY=-1,p._lastMods={shift:!1,control:!1,alt:!1,meta:!1},p.enableMouseListeners=function(){function e(e,r,i,a){var o=p.keyBindingMode;if(!1!==o){var s=&quot;rotate&quot;===o,l=&quot;pan&quot;===o,c=&quot;zoom&quot;===o,h=!!a.control,d=!!a.alt,g=!!a.shift,v=!!(1&amp;e),m=!!(2&amp;e),y=!!(4&amp;e),b=1/t.clientHeight,x=b*(r-p._lastX),_=b*(i-p._lastY),w=p.flipX?1:-1,A=p.flipY?1:-1,M=Math.PI*p.rotateSpeed,T=n();if(-1!==p._lastX&amp;&amp;-1!==p._lastY&amp;&amp;((s&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||v&amp;&amp;!h&amp;&amp;!d&amp;&amp;g)&amp;&amp;u.rotate(T,w*M*x,-A*M*_,0),(l&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||m||v&amp;&amp;h&amp;&amp;!d&amp;&amp;!g)&amp;&amp;u.pan(T,-p.translateSpeed*x*f,p.translateSpeed*_*f,0),c&amp;&amp;v&amp;&amp;!h&amp;&amp;!d&amp;&amp;!g||y||v&amp;&amp;!h&amp;&amp;d&amp;&amp;!g)){var k=-p.zoomSpeed*_/window.innerHeight*(T-u.lastT())*100;u.pan(T,0,0,f*(Math.exp(k)-1))}return p._lastX=r,p._lastY=i,p._lastMods=a,!0}}p.mouseListener=a(t,e),t.addEventListener(&quot;touchstart&quot;,function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],p._lastMods),e(1,n[0],n[1],p._lastMods),r.preventDefault()},!!l&amp;&amp;{passive:!1}),t.addEventListener(&quot;touchmove&quot;,function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],p._lastMods),r.preventDefault()},!!l&amp;&amp;{passive:!1}),t.addEventListener(&quot;touchend&quot;,function(t){e(0,p._lastX,p._lastY,p._lastMods),t.preventDefault()},!!l&amp;&amp;{passive:!1}),p.wheelListener=o(t,function(t,e){if(!1!==p.keyBindingMode&amp;&amp;p.enableWheel){var r=p.flipX?1:-1,i=p.flipY?1:-1,a=n();if(Math.abs(t)&gt;Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*p.rotateSpeed/window.innerWidth);else if(!p._ortho){var o=-p.zoomSpeed*i*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,f*(Math.exp(o)-1))}}},!0)},p.enableMouseListeners(),p};var n=t(&quot;right-now&quot;),i=t(&quot;3d-view&quot;),a=t(&quot;mouse-change&quot;),o=t(&quot;mouse-wheel&quot;),s=t(&quot;mouse-event-offset&quot;),l=t(&quot;has-passive-events&quot;)},{&quot;3d-view&quot;:10,&quot;has-passive-events&quot;:252,&quot;mouse-change&quot;:271,&quot;mouse-event-offset&quot;:272,&quot;mouse-wheel&quot;:274,&quot;right-now&quot;:316}],141:[function(t,e,r){var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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}&quot;]),o=n([&quot;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}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec2&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],142:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./camera.js&quot;),i=t(&quot;gl-axes3d&quot;),a=t(&quot;gl-axes3d/properties&quot;),o=t(&quot;gl-spikes3d&quot;),s=t(&quot;gl-select-static&quot;),l=t(&quot;gl-fbo&quot;),u=t(&quot;a-big-triangle&quot;),c=t(&quot;mouse-change&quot;),f=t(&quot;mouse-wheel&quot;),h=t(&quot;gl-mat4/perspective&quot;),d=t(&quot;gl-mat4/ortho&quot;),p=t(&quot;./lib/shader&quot;),g=t(&quot;is-mobile&quot;)({tablet:!0});function v(){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&lt;0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e&gt;0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function y(t){return&quot;boolean&quot;!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e)if(e=document.createElement(&quot;canvas&quot;),t.container){var r=t.container;r.appendChild(e)}else document.body.appendChild(e);var b=t.gl;b||(b=function(t,e){var r=null;try{(r=t.getContext(&quot;webgl&quot;,e))||(r=t.getContext(&quot;experimental-webgl&quot;,e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:g}));if(!b)throw new Error(&quot;webgl not supported&quot;);var x=t.bounds||[[-10,-10,-10],[10,10,10]],_=new v,w=l(b,[b.drawingBufferWidth,b.drawingBufferHeight],{preferFloat:!g}),A=p(b),M=t.cameraObject&amp;&amp;!0===t.cameraObject._ortho||t.camera.projection&amp;&amp;&quot;orthographic&quot;===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||&quot;turntable&quot;,_ortho:M},k=t.axes||{},E=i(b,k);E.enable=!k.disable;var L=t.spikes||{},S=o(b,L),C=[],O=[],R=[],P=[],z=!0,I=!0,N=new Array(16),D=new Array(16),F={view:null,projection:N,model:D,_ortho:!1},I=!0,j=[b.drawingBufferWidth,b.drawingBufferHeight],B=t.cameraObject||n(e,T),U={gl:b,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:_,camera:B,axes:E,axesPixels:null,spikes:S,bounds:x,objects:C,shape:j,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:y(t.autoResize),autoBounds:y(t.autoBounds),autoScale:!!t.autoScale,autoCenter:y(t.autoCenter),clipToBounds:y(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:F,oncontextloss:null,mouseListener:null,_stopped:!1},V=[b.drawingBufferWidth/U.pixelRatio|0,b.drawingBufferHeight/U.pixelRatio|0];function H(){if(!U._stopped&amp;&amp;U.autoResize){var t=e.parentNode,r=1,n=1;t&amp;&amp;t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*U.pixelRatio),a=0|Math.ceil(n*U.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||&quot;absolute&quot;,o.left=&quot;0px&quot;,o.top=&quot;0px&quot;,o.width=r+&quot;px&quot;,o.height=n+&quot;px&quot;,z=!0}}}U.autoResize&amp;&amp;H();function q(){for(var t=C.length,e=P.length,r=0;r&lt;e;++r)R[r]=0;t:for(var r=0;r&lt;t;++r){var n=C[r],i=n.pickSlots;if(i){for(var a=0;a&lt;e;++a)if(R[a]+i&lt;255){O[r]=a,n.setPickBase(R[a]+1),R[a]+=i;continue t}var o=s(b,j);O[r]=e,P.push(o),R.push(i),n.setPickBase(1),e+=1}else O[r]=-1}for(;e&gt;0&amp;&amp;0===R[e-1];)R.pop(),P.pop().dispose()}function G(){if(U.contextLost)return!0;b.isContextLost()&amp;&amp;(U.contextLost=!0,U.mouseListener.enabled=!1,U.selection.object=null,U.oncontextloss&amp;&amp;U.oncontextloss())}window.addEventListener(&quot;resize&quot;,H),U.update=function(t){U._stopped||(t=t||{},z=!0,I=!0)},U.add=function(t){U._stopped||(t.axes=E,C.push(t),O.push(-1),z=!0,I=!0,q())},U.remove=function(t){if(!U._stopped){var e=C.indexOf(t);e&lt;0||(C.splice(e,1),O.pop(),z=!0,I=!0,q())}},U.dispose=function(){if(!U._stopped&amp;&amp;(U._stopped=!0,window.removeEventListener(&quot;resize&quot;,H),e.removeEventListener(&quot;webglcontextlost&quot;,G),U.mouseListener.enabled=!1,!U.contextLost)){E.dispose(),S.dispose();for(var t=0;t&lt;C.length;++t)C[t].dispose();w.dispose();for(var t=0;t&lt;P.length;++t)P[t].dispose();A.dispose(),b=null,E=null,S=null,C=[]}},U.wheelListener=f(e,function(t,e){if(!1!==B.keyBindingMode&amp;&amp;B.enableWheel&amp;&amp;B._ortho){var r=t&gt;e?1.1:1/1.1;U.aspect[0]*=r,U.aspect[1]*=r,U.aspect[2]*=r,U.redraw()}},!0),U._mouseRotating=!1,U._prevButtons=0,U.enableMouseListeners=function(){U.mouseListener=c(e,function(t,e,r){if(!U._stopped){var n=P.length,i=C.length,a=_.object;_.distance=1/0,_.mouse[0]=e,_.mouse[1]=r,_.object=null,_.screen=null,_.dataCoordinate=_.dataPosition=null;var o=!1;if(t&amp;&amp;U._prevButtons)U._mouseRotating=!0;else{U._mouseRotating&amp;&amp;(I=!0),U._mouseRotating=!1;for(var s=0;s&lt;n;++s){var l=P[s].query(e,V[1]-r-1,U.pickRadius);if(l){if(l.distance&gt;_.distance)continue;for(var u=0;u&lt;i;++u){var c=C[u];if(O[u]===s){var f=c.pick(l);f&amp;&amp;(_.buttons=t,_.screen=l.coord,_.distance=l.distance,_.object=c,_.index=f.distance,_.dataPosition=f.position,_.dataCoordinate=f.dataCoordinate,_.data=f,o=!0)}}}}}a&amp;&amp;a!==_.object&amp;&amp;(a.highlight&amp;&amp;a.highlight(null),z=!0),_.object&amp;&amp;(_.object.highlight&amp;&amp;_.object.highlight(_.data),z=!0),(o=o||_.object!==a)&amp;&amp;U.onselect&amp;&amp;U.onselect(_),1&amp;t&amp;&amp;!(1&amp;U._prevButtons)&amp;&amp;U.onclick&amp;&amp;U.onclick(_),U._prevButtons=t}})},e.addEventListener(&quot;webglcontextlost&quot;,G);var X=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],W=[X[0].slice(),X[1].slice()];function Y(){if(!G()){H();var t=U.camera.tick();F.view=U.camera.matrix,z=z||t,I=I||t,E.pixelRatio=U.pixelRatio,S.pixelRatio=U.pixelRatio;var e=C.length,r=X[0],n=X[1];r[0]=r[1]=r[2]=1/0,n[0]=n[1]=n[2]=-1/0;for(var i=0;i&lt;e;++i){var o=C[i];o.pixelRatio=U.pixelRatio,o.axes=U.axes,z=z||!!o.dirty,I=I||!!o.dirty;var s=o.bounds;if(s)for(var l=s[0],c=s[1],f=0;f&lt;3;++f)r[f]=Math.min(r[f],l[f]),n[f]=Math.max(n[f],c[f])}var p=U.bounds;if(U.autoBounds)for(var f=0;f&lt;3;++f){if(n[f]&lt;r[f])r[f]=-1,n[f]=1;else{r[f]===n[f]&amp;&amp;(r[f]-=1,n[f]+=1);var g=.05*(n[f]-r[f]);r[f]=r[f]-g,n[f]=n[f]+g}p[0][f]=r[f],p[1][f]=n[f]}for(var v=!1,f=0;f&lt;3;++f)v=v||W[0][f]!==p[0][f]||W[1][f]!==p[1][f],W[0][f]=p[0][f],W[1][f]=p[1][f];if(I=I||v,z=z||v){if(v){for(var y=[0,0,0],i=0;i&lt;3;++i)y[i]=m((p[1][i]-p[0][i])/10);E.autoTicks?E.update({bounds:p,tickSpacing:y}):E.update({bounds:p})}var x=b.drawingBufferWidth,T=b.drawingBufferHeight;j[0]=x,j[1]=T,V[0]=0|Math.max(x/U.pixelRatio,1),V[1]=0|Math.max(T/U.pixelRatio,1),M?(d(N,-x/T,x/T,-1,1,U.zNear,U.zFar),F._ortho=!0):(h(N,U.fovy,x/T,U.zNear,U.zFar),F._ortho=!1);for(var i=0;i&lt;16;++i)D[i]=0;D[15]=1;for(var k=0,i=0;i&lt;3;++i)k=Math.max(k,p[1][i]-p[0][i]);for(var i=0;i&lt;3;++i)U.autoScale?D[5*i]=U.aspect[i]/(p[1][i]-p[0][i]):D[5*i]=1/k,U.autoCenter&amp;&amp;(D[12+i]=.5*-D[5*i]*(p[0][i]+p[1][i]));for(var i=0;i&lt;e;++i){var o=C[i];o.axesBounds=p,U.clipToBounds&amp;&amp;(o.clipBounds=p)}_.object&amp;&amp;(U.snapToData?S.position=_.dataCoordinate:S.position=_.dataPosition,S.bounds=p),I&amp;&amp;(I=!1,function(){if(G())return;b.colorMask(!0,!0,!0,!0),b.depthMask(!0),b.disable(b.BLEND),b.enable(b.DEPTH_TEST);for(var t=C.length,e=P.length,r=0;r&lt;e;++r){var n=P[r];n.shape=V,n.begin();for(var i=0;i&lt;t;++i)if(O[i]===r){var a=C[i];a.drawPick&amp;&amp;(a.pixelRatio=1,a.drawPick(F))}n.end()}}()),U.axesPixels=a(U.axes,F,x,T),U.onrender&amp;&amp;U.onrender(),b.bindFramebuffer(b.FRAMEBUFFER,null),b.viewport(0,0,x,T);var L=U.clearColor;b.clearColor(L[0],L[1],L[2],L[3]),b.clear(b.COLOR_BUFFER_BIT|b.DEPTH_BUFFER_BIT),b.depthMask(!0),b.colorMask(!0,!0,!0,!0),b.enable(b.DEPTH_TEST),b.depthFunc(b.LEQUAL),b.disable(b.BLEND),b.disable(b.CULL_FACE);var R=!1;E.enable&amp;&amp;(R=R||E.isTransparent(),E.draw(F)),S.axes=E,_.object&amp;&amp;S.draw(F),b.disable(b.CULL_FACE);for(var i=0;i&lt;e;++i){var o=C[i];o.axes=E,o.pixelRatio=U.pixelRatio,o.isOpaque&amp;&amp;o.isOpaque()&amp;&amp;o.draw(F),o.isTransparent&amp;&amp;o.isTransparent()&amp;&amp;(R=!0)}if(R){w.shape=j,w.bind(),b.clear(b.DEPTH_BUFFER_BIT),b.colorMask(!1,!1,!1,!1),b.depthMask(!0),b.depthFunc(b.LESS),E.enable&amp;&amp;E.isTransparent()&amp;&amp;E.drawTransparent(F);for(var i=0;i&lt;e;++i){var o=C[i];o.isOpaque&amp;&amp;o.isOpaque()&amp;&amp;o.draw(F)}b.enable(b.BLEND),b.blendEquation(b.FUNC_ADD),b.blendFunc(b.ONE,b.ONE_MINUS_SRC_ALPHA),b.colorMask(!0,!0,!0,!0),b.depthMask(!1),b.clearColor(0,0,0,0),b.clear(b.COLOR_BUFFER_BIT),E.isTransparent()&amp;&amp;E.drawTransparent(F);for(var i=0;i&lt;e;++i){var o=C[i];o.isTransparent&amp;&amp;o.isTransparent()&amp;&amp;o.drawTransparent(F)}b.bindFramebuffer(b.FRAMEBUFFER,null),b.blendFunc(b.ONE,b.ONE_MINUS_SRC_ALPHA),b.disable(b.DEPTH_TEST),A.bind(),w.color[0].bind(0),A.uniforms.accumBuffer=0,u(b),b.disable(b.BLEND)}z=!1;for(var i=0;i&lt;e;++i)C[i].dirty=!1}}}return U.enableMouseListeners(),function t(){U._stopped||U.contextLost||(Y(),requestAnimationFrame(t))}(),U.redraw=function(){U._stopped||(z=!0,Y())},U},createCamera:n}},{&quot;./camera.js&quot;:140,&quot;./lib/shader&quot;:141,&quot;a-big-triangle&quot;:11,&quot;gl-axes3d&quot;:95,&quot;gl-axes3d/properties&quot;:102,&quot;gl-fbo&quot;:111,&quot;gl-mat4/ortho&quot;:127,&quot;gl-mat4/perspective&quot;:128,&quot;gl-select-static&quot;:148,&quot;gl-spikes3d&quot;:157,&quot;is-mobile&quot;:260,&quot;mouse-change&quot;:271,&quot;mouse-wheel&quot;:274}],143:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],f=e[2],h=e[3],d=r[0],p=r[1],g=r[2],v=r[3];(a=u*d+c*p+f*g+h*v)&lt;0&amp;&amp;(a=-a,d=-d,p=-p,g=-g,v=-v);1-a&gt;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*u+l*d,t[1]=s*c+l*p,t[2]=s*f+l*g,t[3]=s*h+l*v,t}},{}],144:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){return t||0===t?t.toString():&quot;&quot;}},{}],145:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;vectorize-text&quot;);e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:&quot;center&quot;,textBaseline:&quot;middle&quot;,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,u,c=n(t,o);if(r&amp;&amp;1!==r){for(l=0;l&lt;s.positions.length;++l)for(u=0;u&lt;s.positions[l].length;++u)s.positions[l][u]/=r;for(l=0;l&lt;c.positions.length;++l)for(u=0;u&lt;c.positions[l].length;++u)c.positions[l][u]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=c.positions.length;for(l=0;l&lt;h;++l){var d=c.positions[l];for(u=0;u&lt;2;++u)f[0][u]=Math.min(f[0][u],d[u]),f[1][u]=Math.max(f[1][u],d[u])}return a[t]=[s,c,f]};var i={}},{&quot;vectorize-text&quot;:351}],146:[function(t,e,r){var n=t(&quot;gl-shader&quot;),i=t(&quot;glslify&quot;),a=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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}&quot;]),o=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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}&quot;]),s=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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) &lt; 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&quot;]),l=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 vec4 pickId;\\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&quot;]),u=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]),c=[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;glyph&quot;,type:&quot;vec2&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;}],f={vertex:a,fragment:l,attributes:c},h={vertex:o,fragment:l,attributes:c},d={vertex:s,fragment:l,attributes:c},p={vertex:a,fragment:u,attributes:c},g={vertex:o,fragment:u,attributes:c},v={vertex:s,fragment:u,attributes:c};function m(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 m(t,f)},r.createOrtho=function(t){return m(t,h)},r.createProject=function(t){return m(t,d)},r.createPickPerspective=function(t){return m(t,p)},r.createPickOrtho=function(t){return m(t,g)},r.createPickProject=function(t){return m(t,v)}},{&quot;gl-shader&quot;:149,glslify:250}],147:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;is-string-blank&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;typedarray-pool&quot;),s=t(&quot;gl-mat4/multiply&quot;),l=t(&quot;./lib/shaders&quot;),u=t(&quot;./lib/glyphs&quot;),c=t(&quot;./lib/get-simple-string&quot;),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 d(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function p(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t?1:t&gt;1?1:t}function v(t,e,r,n,i,a,o,s,l,u,c,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=u,this.pickOrthoShader=c,this.pickProjectShader=f,this.points=[],this._selectResult=new p(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),u=l.createPickOrtho(e),c=l.createPickProject(e),f=i(e),h=i(e),d=i(e),p=i(e),g=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:d,size:2,type:e.FLOAT},{buffer:p,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),m=new v(e,r,n,o,f,h,d,p,g,s,u,c);return m.update(t),m};var m=v.prototype;m.pickSlots=1,m.setPickBase=function(t){this.pickId=t},m.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t&lt;3;++t)if(this.axesProject[t]&amp;&amp;this.projectHasAlpha)return!0;return!1},m.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t&lt;3;++t)if(this.axesProject[t]&amp;&amp;!this.projectHasAlpha)return!0;return!1};var y=[0,0],b=[0,0,0],x=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],A=f.slice(),M=[0,0,0],T=[[0,0,0],[0,0,0]];function k(t){return t[0]=t[1]=t[2]=0,t}function E(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function L(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function S(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,u=r.model||f,c=r.view||f,h=r.projection||f,p=e.axesBounds,g=function(t){for(var e=T,r=0;r&lt;2;++r)for(var n=0;n&lt;3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&amp;&amp;e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=c,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 v=0;v&lt;3;++v)if(a[v]){l.scale=e.projectScale[v],l.opacity=e.projectOpacity[v];for(var m=A,S=0;S&lt;16;++S)m[S]=0;for(S=0;S&lt;4;++S)m[5*S]=1;m[5*v]=0,i[v]&lt;0?m[12+v]=p[0][v]:m[12+v]=p[1][v],s(m,u,m),l.model=m;var C=(v+1)%3,O=(v+2)%3,R=k(b),P=k(x);R[C]=1,P[O]=1;var z=d(0,0,0,E(_,R)),I=d(0,0,0,E(w,P));if(Math.abs(z[1])&gt;Math.abs(I[1])){var N=z;z=I,I=N,N=R,R=P,P=N;var D=C;C=O,O=D}z[0]&lt;0&amp;&amp;(R[C]=-1),I[1]&gt;0&amp;&amp;(P[O]=-1);var F=0,j=0;for(S=0;S&lt;4;++S)F+=Math.pow(u[4*C+S],2),j+=Math.pow(u[4*O+S],2);R[C]/=Math.sqrt(F),P[O]/=Math.sqrt(j),l.axes[0]=R,l.axes[1]=P,l.fragClipBounds[0]=L(M,g[0],v,-1e8),l.fragClipBounds[1]=L(M,g[1],v,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth&gt;0&amp;&amp;(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function O(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&amp;&amp;S(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=C,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&gt;0&amp;&amp;(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function R(t,e,r,i){var a;a=Array.isArray(t)?e&lt;t.length?t[e]:void 0:t,a=c(a);var o=!0;n(a)&amp;&amp;(a=&quot;\\u25bc&quot;,o=!1);var s=u(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}m.draw=function(t){O(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},m.drawTransparent=function(t){O(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},m.drawPick=function(t){O(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},m.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]&lt;&lt;8)+(t.value[0]&lt;&lt;16);if(e&gt;=this.pointCount||e&lt;0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i&lt;3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},m.highlight=function(t){if(t){var e=t.index,r=255&amp;e,n=e&gt;&gt;8&amp;255,i=e&gt;&gt;16&amp;255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},m.update=function(t){if(&quot;perspective&quot;in(t=t||{})&amp;&amp;(this.useOrtho=!t.perspective),&quot;orthographic&quot;in t&amp;&amp;(this.useOrtho=!!t.orthographic),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;project&quot;in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(&quot;projectScale&quot;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,&quot;projectOpacity&quot;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&lt;3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]&lt;1&amp;&amp;(this.projectHasAlpha=!0)}this.hasAlpha=!1,&quot;opacity&quot;in t&amp;&amp;(this.opacity=g(t.opacity),this.opacity&lt;1&amp;&amp;(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||&quot;normal&quot;,u=t.alignment||[0,0];if(2===u.length)i=u[0],a=u[1];else{i=[],a=[];for(n=0;n&lt;u.length;++n)i[n]=u[n][0],a[n]=u[n][1]}var c=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,d=t.color,p=t.size,v=t.angle,m=t.lineColor,y=-1,b=0,x=0,_=0;if(s.length){_=s.length;t:for(n=0;n&lt;_;++n){for(var w=s[n],A=0;A&lt;3;++A)if(isNaN(w[A])||!isFinite(w[A]))continue t;var M=(j=R(h,n,l,this.pixelRatio)).mesh,T=j.lines,k=j.bounds;b+=3*M.cells.length,x+=2*T.edges.length}}var E=b+x,L=o.mallocFloat(3*E),S=o.mallocFloat(4*E),C=o.mallocFloat(2*E),O=o.mallocUint32(E);if(E&gt;0){var P=0,z=b,I=[0,0,0,1],N=[0,0,0,1],D=Array.isArray(d)&amp;&amp;Array.isArray(d[0]),F=Array.isArray(m)&amp;&amp;Array.isArray(m[0]);t:for(n=0;n&lt;_;++n){y+=1;for(w=s[n],A=0;A&lt;3;++A){if(isNaN(w[A])||!isFinite(w[A]))continue t;f[A]=Math.max(f[A],w[A]),c[A]=Math.min(c[A],w[A])}M=(j=R(h,n,l,this.pixelRatio)).mesh,T=j.lines,k=j.bounds;var j,B=j.visible;if(B)if(Array.isArray(d)){if(3===(U=D?n&lt;d.length?d[n]:[0,0,0,0]:d).length){for(A=0;A&lt;3;++A)I[A]=U[A];I[3]=1}else if(4===U.length){for(A=0;A&lt;4;++A)I[A]=U[A];!this.hasAlpha&amp;&amp;U[3]&lt;1&amp;&amp;(this.hasAlpha=!0)}}else I[0]=I[1]=I[2]=0,I[3]=1;else I=[1,1,1,0];if(B)if(Array.isArray(m)){var U;if(3===(U=F?n&lt;m.length?m[n]:[0,0,0,0]:m).length){for(A=0;A&lt;3;++A)N[A]=U[A];N[A]=1}else if(4===U.length){for(A=0;A&lt;4;++A)N[A]=U[A];!this.hasAlpha&amp;&amp;U[3]&lt;1&amp;&amp;(this.hasAlpha=!0)}}else N[0]=N[1]=N[2]=0,N[3]=1;else N=[1,1,1,0];var V=.5;B?Array.isArray(p)?V=n&lt;p.length?+p[n]:12:p?V=+p:this.useOrtho&amp;&amp;(V=12):V=0;var H=0;Array.isArray(v)?H=n&lt;v.length?+v[n]:0:v&amp;&amp;(H=+v);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],A=0;A&lt;3;++A)f[A]=Math.max(f[A],w[A]),c[A]=Math.min(c[A],w[A]);var X=i,W=a;X=0;Array.isArray(i)?X=n&lt;i.length?i[n]:0:i&amp;&amp;(X=i);W=0;Array.isArray(a)?W=n&lt;a.length?a[n]:0:a&amp;&amp;(W=a);var Y=[X*=X&gt;0?1-k[0][0]:X&lt;0?1+k[1][0]:1,W*=W&gt;0?1-k[0][1]:W&lt;0?1+k[1][1]:1],Z=M.cells||[],Q=M.positions||[];for(A=0;A&lt;Z.length;++A)for(var $=Z[A],J=0;J&lt;3;++J){for(var K=0;K&lt;3;++K)L[3*P+K]=w[K];for(K=0;K&lt;4;++K)S[4*P+K]=I[K];O[P]=y;var tt=Q[$[J]];C[2*P]=V*(q*tt[0]-G*tt[1]+Y[0]),C[2*P+1]=V*(G*tt[0]+q*tt[1]+Y[1]),P+=1}for(Z=T.edges,Q=T.positions,A=0;A&lt;Z.length;++A)for($=Z[A],J=0;J&lt;2;++J){for(K=0;K&lt;3;++K)L[3*z+K]=w[K];for(K=0;K&lt;4;++K)S[4*z+K]=N[K];O[z]=y;tt=Q[$[J]];C[2*z]=V*(q*tt[0]-G*tt[1]+Y[0]),C[2*z+1]=V*(G*tt[0]+q*tt[1]+Y[1]),z+=1}}}this.bounds=[c,f],this.points=s,this.pointCount=s.length,this.vertexCount=b,this.lineVertexCount=x,this.pointBuffer.update(L),this.colorBuffer.update(S),this.glyphBuffer.update(C),this.idBuffer.update(O),o.free(L),o.free(S),o.free(C),o.free(O)},m.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()}},{&quot;./lib/get-simple-string&quot;:144,&quot;./lib/glyphs&quot;:145,&quot;./lib/shaders&quot;:146,&quot;gl-buffer&quot;:103,&quot;gl-mat4/multiply&quot;:126,&quot;gl-vao&quot;:168,&quot;is-string-blank&quot;:262,&quot;typedarray-pool&quot;:348}],148:[function(t,e,r){&quot;use 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t=this.gl;t&amp;&amp;(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},c.query=function(t,e,r){if(!this.gl)return null;var n=this.fbo.shape.slice();t|=0,e|=0,&quot;number&quot;!=typeof r&amp;&amp;(r=1);var i=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),u=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o&lt;=i||c&lt;=u)return null;var f=[o-i,c-u],h=a(this.buffer,[f[0],f[1],4],[4,4*n[0],1],4*(i+n[0]*u)),d=s(h.hi(f[0],f[1],1),r,r),p=d[0],g=d[1];return p&lt;0||Math.pow(this.radius,2)&lt;d[2]?null:new 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v=d.createProgram();if(d.attachShader(v,h.fragShader),d.attachShader(v,h.vertShader),d.linkProgram(v),!d.getProgramParameter(v,d.LINK_STATUS)){var m=d.getProgramInfoLog(v);throw new l(m,&quot;Error linking program:&quot;+m)}r=r||s.uniforms(d,v),u=u||s.attributes(d,v),d.deleteProgram(v)}(u=u.slice()).sort(f);var y,b=[],x=[],_=[];for(y=0;y&lt;u.length;++y){var w=u[y];if(w.type.indexOf(&quot;mat&quot;)&gt;=0){for(var A=0|w.type.charAt(w.type.length-1),M=new Array(A),T=0;T&lt;A;++T)M[T]=_.length,x.push(w.name+&quot;[&quot;+T+&quot;]&quot;),&quot;number&quot;==typeof w.location?_.push(w.location+T):Array.isArray(w.location)&amp;&amp;w.location.length===A&amp;&amp;&quot;number&quot;==typeof w.location[T]?_.push(0|w.location[T]):_.push(-1);b.push({name:w.name,type:w.type,locations:M})}else b.push({name:w.name,type:w.type,locations:[_.length]}),x.push(w.name),&quot;number&quot;==typeof w.location?_.push(0|w.location):_.push(-1)}var k=0;for(y=0;y&lt;_.length;++y)if(_[y]&lt;0){for(;_.indexOf(k)&gt;=0;)k+=1;_[y]=k}var E=new Array(r.length);function L(){h.program=o.program(d,h._vref,h._fref,x,_);for(var t=0;t&lt;r.length;++t)E[t]=d.getUniformLocation(h.program,r[t].name)}L(),h._relink=L,h.types={uniforms:a(r),attributes:a(u)},h.attributes=i(d,h,b,_),Object.defineProperty(h,&quot;uniforms&quot;,n(d,h,r,E))},e.exports=function(t,e,r,n,i){var a=new u(t);return a.update(e,r,n,i),a}},{&quot;./lib/GLError&quot;:150,&quot;./lib/create-attributes&quot;:151,&quot;./lib/create-uniforms&quot;:152,&quot;./lib/reflect&quot;:153,&quot;./lib/runtime-reflect&quot;:154,&quot;./lib/shader-cache&quot;:155}],150:[function(t,e,r){function n(t,e,r){this.shortMessage=e||&quot;&quot;,this.longMessage=r||&quot;&quot;,this.rawError=t||&quot;&quot;,this.message=&quot;gl-shader: &quot;+(e||t||&quot;&quot;)+(r?&quot;\\n&quot;+r:&quot;&quot;),this.stack=(new Error).stack}n.prototype=new 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i(t,e,r,n,i,a){this._gl=t,this._wrapper=e,this._index=r,this._locations=n,this._dimension=i,this._constFunc=a}var a=i.prototype;function o(t,e,r,n,a,o,s){for(var l=[&quot;gl&quot;,&quot;v&quot;],u=[],c=0;c&lt;a;++c)l.push(&quot;x&quot;+c),u.push(&quot;x&quot;+c);l.push(&quot;if(x0.length===void 0){return gl.vertexAttrib&quot;+a+&quot;f(v,&quot;+u.join()+&quot;)}else{return gl.vertexAttrib&quot;+a+&quot;fv(v,x0)}&quot;);var f=Function.apply(null,l),h=new i(t,e,r,n,a,f);Object.defineProperty(o,s,{set:function(e){return t.disableVertexAttribArray(n[r]),f(t,n[r],e),e},get:function(){return h},enumerable:!0})}function s(t,e,r,n,i,a,s){for(var l=new Array(i),u=new Array(i),c=0;c&lt;i;++c)o(t,e,r[c],n,i,l,c),u[c]=l[c];Object.defineProperty(l,&quot;location&quot;,{set:function(t){if(Array.isArray(t))for(var e=0;e&lt;i;++e)u[e].location=t[e];else for(e=0;e&lt;i;++e)u[e].location=t+e;return t},get:function(){for(var t=new Array(i),e=0;e&lt;i;++e)t[e]=n[r[e]];return t},enumerable:!0}),l.pointer=function(e,a,o,s){e=e||t.FLOAT,a=!!a,o=o||i*i,s=s||0;for(var l=0;l&lt;i;++l){var u=n[r[l]];t.vertexAttribPointer(u,i,e,a,o,s+l*i),t.enableVertexAttribArray(u)}};var f=new Array(i),h=t[&quot;vertexAttrib&quot;+i+&quot;fv&quot;];Object.defineProperty(a,s,{set:function(e){for(var a=0;a&lt;i;++a){var o=n[r[a]];if(t.disableVertexAttribArray(o),Array.isArray(e[0]))h.call(t,o,e[a]);else{for(var s=0;s&lt;i;++s)f[s]=e[i*a+s];h.call(t,o,f)}}return e},get:function(){return l},enumerable:!0})}a.pointer=function(t,e,r,n){var i=this._gl,a=this._locations[this._index];i.vertexAttribPointer(a,this._dimension,t||i.FLOAT,!!e,r||0,n||0),i.enableVertexAttribArray(a)},a.set=function(t,e,r,n){return this._constFunc(this._locations[this._index],t,e,r,n)},Object.defineProperty(a,&quot;location&quot;,{get:function(){return this._locations[this._index]},set:function(t){return t!==this._locations[this._index]&amp;&amp;(this._locations[this._index]=0|t,this._wrapper.program=null),0|t}})},{&quot;./GLError&quot;:150}],152:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./reflect&quot;),i=t(&quot;./GLError&quot;);function a(t){return new Function(&quot;y&quot;,&quot;return function(){return y}&quot;)(t)}function o(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}e.exports=function(t,e,r,s){function l(t,e,r){switch(r){case&quot;bool&quot;:case&quot;int&quot;:case&quot;sampler2D&quot;:case&quot;samplerCube&quot;:return&quot;gl.uniform1i(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;case&quot;float&quot;:return&quot;gl.uniform1f(locations[&quot;+e+&quot;],obj&quot;+t+&quot;)&quot;;default:var n=r.indexOf(&quot;vec&quot;);if(!(0&lt;=n&amp;&amp;n&lt;=1&amp;&amp;r.length===4+n)){if(0===r.indexOf(&quot;mat&quot;)&amp;&amp;4===r.length){var a=r.charCodeAt(r.length-1)-48;if(a&lt;2||a&gt;4)throw new i(&quot;&quot;,&quot;Invalid uniform dimension 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e=t.indexOf(&quot;vec&quot;);if(0&lt;=e&amp;&amp;e&lt;=1&amp;&amp;t.length===4+e){var r=t.charCodeAt(t.length-1)-48;if(r&lt;2||r&gt;4)throw new i(&quot;&quot;,&quot;Invalid data type&quot;);return&quot;b&quot;===t.charAt(0)?o(r,!1):o(r,0)}if(0===t.indexOf(&quot;mat&quot;)&amp;&amp;4===t.length){var r=t.charCodeAt(t.length-1)-48;if(r&lt;2||r&gt;4)throw new i(&quot;&quot;,&quot;Invalid uniform dimension type for matrix &quot;+name+&quot;: &quot;+t);return o(r*r,0)}throw new i(&quot;&quot;,&quot;Unknown uniform data type for &quot;+name+&quot;: &quot;+t)}}(r[c].type);var d}function f(t){var e;if(Array.isArray(t)){e=new Array(t.length);for(var r=0;r&lt;t.length;++r)c(e,r,t[r])}else for(var n in e={},t)c(e,n,t[n]);return e}var h=n(r,!0);return{get:a(f(h)),set:u(h),enumerable:!0,configurable:!0}}},{&quot;./GLError&quot;:150,&quot;./reflect&quot;:153}],153:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){for(var r={},n=0;n&lt;t.length;++n)for(var i=t[n].name,a=i.split(&quot;.&quot;),o=r,s=0;s&lt;a.length;++s){var l=a[s].split(&quot;[&quot;);if(l.length&gt;1){l[0]in o||(o[l[0]]=[]),o=o[l[0]];for(var u=1;u&lt;l.length;++u){var c=parseInt(l[u]);u&lt;l.length-1||s&lt;a.length-1?(c in o||(u&lt;l.length-1?o[c]=[]:o[c]={}),o=o[c]):o[c]=e?n:t[n].type}}else s&lt;a.length-1?(l[0]in o||(o[l[0]]={}),o=o[l[0]]):o[l[0]]=e?n:t[n].type}return r}},{}],154:[function(t,e,r){&quot;use strict&quot;;r.uniforms=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_UNIFORMS),n=[],i=0;i&lt;r;++i){var o=t.getActiveUniform(e,i);if(o){var s=a(t,o.type);if(o.size&gt;1)for(var l=0;l&lt;o.size;++l)n.push({name:o.name.replace(&quot;[0]&quot;,&quot;[&quot;+l+&quot;]&quot;),type:s});else n.push({name:o.name,type:s})}}return n},r.attributes=function(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_ATTRIBUTES),n=[],i=0;i&lt;r;++i){var o=t.getActiveAttrib(e,i);o&amp;&amp;n.push({name:o.name,type:a(t,o.type)})}return n};var n={FLOAT:&quot;float&quot;,FLOAT_VEC2:&quot;vec2&quot;,FLOAT_VEC3:&quot;vec3&quot;,FLOAT_VEC4:&quot;vec4&quot;,INT:&quot;int&quot;,INT_VEC2:&quot;ivec2&quot;,INT_VEC3:&quot;ivec3&quot;,INT_VEC4:&quot;ivec4&quot;,BOOL:&quot;bool&quot;,BOOL_VEC2:&quot;bvec2&quot;,BOOL_VEC3:&quot;bvec3&quot;,BOOL_VEC4:&quot;bvec4&quot;,FLOAT_MAT2:&quot;mat2&quot;,FLOAT_MAT3:&quot;mat3&quot;,FLOAT_MAT4:&quot;mat4&quot;,SAMPLER_2D:&quot;sampler2D&quot;,SAMPLER_CUBE:&quot;samplerCube&quot;},i=null;function a(t,e){if(!i){var r=Object.keys(n);i={};for(var a=0;a&lt;r.length;++a){var o=r[a];i[t[o]]=n[o]}}return i[e]}},{}],155:[function(t,e,r){&quot;use strict&quot;;r.shader=function(t,e,r){return c(t).getShaderReference(e,r)},r.program=function(t,e,r,n,i){return c(t).getProgram(e,r,n,i)};var n=t(&quot;./GLError&quot;),i=t(&quot;gl-format-compiler-error&quot;),a=new(&quot;undefined&quot;==typeof WeakMap?t(&quot;weakmap-shim&quot;):WeakMap),o=0;function s(t,e,r,n,i,a,o){this.id=t,this.src=e,this.type=r,this.shader=n,this.count=a,this.programs=[],this.cache=o}function l(t){this.gl=t,this.shaders=[{},{}],this.programs={}}s.prototype.dispose=function(){if(0==--this.count){for(var t=this.cache,e=t.gl,r=this.programs,n=0,i=r.length;n&lt;i;++n){var a=t.programs[r[n]];a&amp;&amp;(delete t.programs[n],e.deleteProgram(a))}e.deleteShader(this.shader),delete t.shaders[this.type===e.FRAGMENT_SHADER|0][this.src]}};var u=l.prototype;function c(t){var e=a.get(t);return e||(e=new l(t),a.set(t,e)),e}u.getShaderReference=function(t,e){var r=this.gl,a=this.shaders[t===r.FRAGMENT_SHADER|0],l=a[e];if(l&amp;&amp;r.isShader(l.shader))l.count+=1;else{var u=function(t,e,r){var a=t.createShader(e);if(t.shaderSource(a,r),t.compileShader(a),!t.getShaderParameter(a,t.COMPILE_STATUS)){var o=t.getShaderInfoLog(a);try{var s=i(o,r,e)}catch(t){throw console.warn(&quot;Failed to format compiler error: &quot;+t),new n(o,&quot;Error compiling shader:\\n&quot;+o)}throw new n(o,s.short,s.long)}return a}(r,t,e);l=a[e]=new s(o++,e,t,u,[],1,this)}return l},u.getProgram=function(t,e,r,i){var a=[t.id,e.id,r.join(&quot;:&quot;),i.join(&quot;:&quot;)].join(&quot;@&quot;),o=this.programs[a];return o&amp;&amp;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&lt;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,&quot;Error linking program: &quot;+l)}return o}(this.gl,t.shader,e.shader,r,i),t.programs.push(a),e.programs.push(a)),o}},{&quot;./GLError&quot;:150,&quot;gl-format-compiler-error&quot;:112,&quot;weakmap-shim&quot;:356}],156:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;glslify&quot;),i=t(&quot;gl-shader&quot;),a=n([&quot;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&quot;]),o=n([&quot;precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}&quot;]);e.exports=function(t){return i(t,a,o,null,[{name:&quot;position&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec3&quot;},{name:&quot;weight&quot;,type:&quot;float&quot;}])}},{&quot;gl-shader&quot;:149,glslify:250}],157:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-buffer&quot;),i=t(&quot;gl-vao&quot;),a=t(&quot;./shaders/index&quot;);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),u=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}]),c=a(t);c.attributes.position.location=0,c.attributes.color.location=1,c.attributes.weight.location=2;var f=new s(t,l,u,c);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,u=[0,0,0],c=[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&amp;&amp;(i=this.axes.lastCubeProps.axis);for(var h=u,d=c,p=0;p&lt;3;++p)i&amp;&amp;i[p]&lt;0?(h[p]=this.bounds[0][p],d[p]=this.bounds[1][p]):(h[p]=this.bounds[1][p],d[p]=this.bounds[0][p]);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,d],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(p=0;p&lt;3;++p)n.uniforms.lineWidth=this.lineWidth[p]*this.pixelRatio,this.enabled[p]&amp;&amp;(r.draw(e.TRIANGLES,6,6*p),this.drawSides[p]&amp;&amp;r.draw(e.TRIANGLES,12,18+12*p));r.unbind()},l.update=function(t){t&amp;&amp;(&quot;bounds&quot;in t&amp;&amp;(this.bounds=t.bounds),&quot;position&quot;in t&amp;&amp;(this.position=t.position),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;colors&quot;in t&amp;&amp;(this.colors=t.colors),&quot;enabled&quot;in t&amp;&amp;(this.enabled=t.enabled),&quot;drawSides&quot;in t&amp;&amp;(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{&quot;./shaders/index&quot;:156,&quot;gl-buffer&quot;:103,&quot;gl-vao&quot;:168}],158:[function(t,e,r){var n=t(&quot;glslify&quot;),i=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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;\\nuniform float vectorScale;\\nuniform float tubeScale;\\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\\n           , f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model &amp; 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&quot;]),a=n([&quot;#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 &gt; max(a, b)) || \\n          (p &lt; 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\\n            , opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data\\n           , 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&quot;]),o=n([&quot;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&#x27;t (0,0,0).\\n  // From the above if-statement we have ||a|| &gt; 0  U  ||b|| &gt; 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 &gt; v.z*v.z || v.y*v.y &gt; 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&quot;]),s=n([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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}&quot;]);r.meshShader={vertex:i,fragment:a,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;},{name:&quot;color&quot;,type:&quot;vec4&quot;},{name:&quot;uv&quot;,type:&quot;vec2&quot;},{name:&quot;vector&quot;,type:&quot;vec4&quot;}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:&quot;position&quot;,type:&quot;vec4&quot;},{name:&quot;id&quot;,type:&quot;vec4&quot;},{name:&quot;vector&quot;,type:&quot;vec4&quot;}]}},{glslify:250}],159:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-shader&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;normals&quot;),l=t(&quot;gl-mat4/multiply&quot;),u=t(&quot;gl-mat4/invert&quot;),c=t(&quot;ndarray&quot;),f=t(&quot;colormap&quot;),h=t(&quot;simplicial-complex-contour&quot;),d=t(&quot;typedarray-pool&quot;),p=t(&quot;./shaders&quot;),g=p.meshShader,v=p.pickShader,m=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function y(t,e,r,n,i,a,o,s,l,u,c,f,h,d,p,g,v,y,b,x,_,w,A,M){this.gl=t,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.triangleNormals=u,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.lineWidth=1,this.edgePositions=f,this.edgeColors=d,this.edgeUVs=p,this.edgeIds=h,this.edgeVAO=g,this.edgeCount=0,this.pointPositions=v,this.pointColors=b,this.pointUVs=x,this.pointSizes=_,this.pointIds=y,this.pointVAO=w,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=M,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!1,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.tubeScale=1,this._model=m,this._view=m,this._projection=m,this._resolution=[1,1],this.pixelRatio=1}var b=y.prototype;function x(t){var e=n(t,v.vertex,v.fragment,null,v.attributes);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.vector.location=5,e}b.isOpaque=function(){return this.opacity&gt;=1},b.isTransparent=function(){return this.opacity&lt;1},b.pickSlots=1,b.setPickBase=function(t){this.pickId=t},b.highlight=function(t){if(t&amp;&amp;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=d.mallocFloat32(6*a),s=0,l=0;l&lt;a;++l)for(var u=r[l],c=0;c&lt;2;++c){var f=u[0];2===u.length&amp;&amp;(f=u[c]);for(var p=n[f][0],g=n[f][1],v=i[f],m=1-v,y=this.positions[p],b=this.positions[g],x=0;x&lt;3;++x)o[s++]=v*y[x]+m*b[x]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),d.free(o)}else this.contourCount=0},b.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,&quot;contourEnable&quot;in t&amp;&amp;(this.contourEnable=t.contourEnable),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=t.contourColor),&quot;lineWidth&quot;in t&amp;&amp;(this.lineWidth=t.lineWidth),&quot;lightPosition&quot;in t&amp;&amp;(this.lightPosition=t.lightPosition),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;ambient&quot;in t&amp;&amp;(this.ambientLight=t.ambient),&quot;diffuse&quot;in t&amp;&amp;(this.diffuseLight=t.diffuse),&quot;specular&quot;in t&amp;&amp;(this.specularLight=t.specular),&quot;roughness&quot;in t&amp;&amp;(this.roughness=t.roughness),&quot;fresnel&quot;in t&amp;&amp;(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&amp;&amp;(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=f({colormap:t,nshades:256,format:&quot;rgba&quot;}),r=new Uint8Array(1024),n=0;n&lt;256;++n){for(var i=e[n],a=0;a&lt;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&amp;&amp;r&amp;&amp;i){void 0!==t.tubeScale&amp;&amp;(this.tubeScale=t.tubeScale);var a=[],l=[],u=[],h=[],d=[],p=[],g=[],v=[],m=[],y=[],b=[],x=[],_=[],w=[],A=[];this.cells=r,this.positions=n,this.vectors=i;var M=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,E=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&amp;&amp;!T&amp;&amp;(T=s.faceNormals(r,n,E)),T||M||(M=s.vertexNormals(r,n,k));var L=t.vertexColors,S=t.cellColors,C=t.meshColor||[1,1,1,1],O=t.vertexUVs,R=t.vertexIntensity,P=t.cellUVs,z=t.cellIntensity,I=1/0,N=-1/0;if(!O&amp;&amp;!P)if(R)if(t.vertexIntensityBounds)I=+t.vertexIntensityBounds[0],N=+t.vertexIntensityBounds[1];else for(var D=0;D&lt;R.length;++D){var F=R[D];I=Math.min(I,F),N=Math.max(N,F)}else if(z)for(D=0;D&lt;z.length;++D){F=z[D];I=Math.min(I,F),N=Math.max(N,F)}else for(D=0;D&lt;n.length;++D){F=n[D][2];I=Math.min(I,F),N=Math.max(N,F)}this.intensity=R||(z?function(t,e,r){for(var n=new Array(e),i=0;i&lt;e;++i)n[i]=0;var a=t.length;for(i=0;i&lt;a;++i)for(var o=t[i],s=0;s&lt;o.length;++s)n[o[s]]=r[i];return n}(r,n.length,z):function(t){for(var e=t.length,r=new Array(e),n=0;n&lt;e;++n)r[n]=t[n][2];return r}(n));var j=t.pointSizes,B=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(D=0;D&lt;n.length;++D)for(var U=n[D],V=0;V&lt;3;++V)!isNaN(U[V])&amp;&amp;isFinite(U[V])&amp;&amp;(this.bounds[0][V]=Math.min(this.bounds[0][V],U[V]),this.bounds[1][V]=Math.max(this.bounds[1][V],U[V]));var H=0,q=0,G=0;t:for(D=0;D&lt;r.length;++D){var X=r[D];switch(X.length){case 1:for(U=n[Y=X[0]],V=0;V&lt;3;++V)if(isNaN(U[V])||!isFinite(U[V]))continue t;b.push(U[0],U[1],U[2],U[3]),3===(Z=L?L[Y]:S?S[D]:C).length?x.push(Z[0],Z[1],Z[2],1):x.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],_.push(Q[0],Q[1]),j?w.push(j[Y]):w.push(B),A.push(D),G+=1;break;case 2:for(V=0;V&lt;2;++V){U=n[Y=X[V]];for(var W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t}for(V=0;V&lt;2;++V){U=n[Y=X[V]];g.push(U[0],U[1],U[2]),3===(Z=L?L[Y]:S?S[D]:C).length?v.push(Z[0],Z[1],Z[2],1):v.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],m.push(Q[0],Q[1]),y.push(D)}q+=1;break;case 3:for(V=0;V&lt;3;++V)for(U=n[Y=X[V]],W=0;W&lt;3;++W)if(isNaN(U[W])||!isFinite(U[W]))continue t;for(V=0;V&lt;3;++V){var Y;U=n[Y=X[2-V]];a.push(U[0],U[1],U[2],U[3]);var Z,Q,$,J=i[Y];l.push(J[0],J[1],J[2],J[3]),3===(Z=L?L[Y]:S?S[D]:C).length?u.push(Z[0],Z[1],Z[2],1):u.push(Z[0],Z[1],Z[2],Z[3]),Q=O?O[Y]:R?[(R[Y]-I)/(N-I),0]:P?P[D]:z?[(z[D]-I)/(N-I),0]:[(U[2]-I)/(N-I),0],d.push(Q[0],Q[1]),$=M?M[Y]:T[D],h.push($[0],$[1],$[2]),p.push(D)}H+=1}}this.pointCount=G,this.edgeCount=q,this.triangleCount=H,this.pointPositions.update(b),this.pointColors.update(x),this.pointUVs.update(_),this.pointSizes.update(w),this.pointIds.update(new Uint32Array(A)),this.edgePositions.update(g),this.edgeColors.update(v),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(y)),this.trianglePositions.update(a),this.triangleVectors.update(l),this.triangleColors.update(u),this.triangleUVs.update(d),this.triangleNormals.update(h),this.triangleIds.update(new Uint32Array(p))}},b.drawTransparent=b.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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:m.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,contourColor:this.contourColor,texture:0};s.inverseModel=u(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var c=new Array(16);l(c,s.view,s.model),l(c,s.projection,c),u(c,c);for(o=0;o&lt;3;++o)s.eyePosition[o]=c[12+o]/c[15];var f=c[15];for(o=0;o&lt;3;++o)f+=this.lightPosition[o]*c[4*o+3];for(o=0;o&lt;3;++o){for(var h=c[12+o],d=0;d&lt;3;++d)h+=c[4*d+o]*this.lightPosition[d];s.lightPosition[o]=h/f}if(this.triangleCount&gt;0){var p=this.triShader;p.bind(),p.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},b.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||m,n=t.view||m,i=t.projection||m,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o&lt;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,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount&gt;0&amp;&amp;(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount&gt;0&amp;&amp;(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind())},b.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);return{index:e,position:n,intensity:this.intensity[r[1]],velocity:this.vectors[r[1]].slice(0,3),divergence:this.vectors[r[1]][3],dataCoordinate:n}},b.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.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()},e.exports=function(t,e){1===arguments.length&amp;&amp;(t=(e=t).gl);var r=e.triShader||function(t){var e=n(t,g.vertex,g.fragment,null,g.attributes);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.vector.location=5,e}(t),s=x(t),l=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));l.generateMipmap(),l.minFilter=t.LINEAR_MIPMAP_LINEAR,l.magFilter=t.LINEAR;var u=i(t),f=i(t),h=i(t),d=i(t),p=i(t),v=i(t),m=a(t,[{buffer:u,type:t.FLOAT,size:4},{buffer:v,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:h,type:t.FLOAT,size:4},{buffer:d,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:3},{buffer:f,type:t.FLOAT,size:4}]),b=i(t),_=i(t),w=i(t),A=i(t),M=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:A,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),T=i(t),k=i(t),E=i(t),L=i(t),S=i(t),C=a(t,[{buffer:T,type:t.FLOAT,size:3},{buffer:S,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:k,type:t.FLOAT,size:4},{buffer:E,type:t.FLOAT,size:2},{buffer:L,type:t.FLOAT,size:1}]),O=i(t),R=new y(t,l,r,s,u,f,v,h,d,p,m,b,A,_,w,M,T,S,k,E,L,C,O,a(t,[{buffer:O,type:t.FLOAT,size:3}]));return R.update(e),R}},{&quot;./shaders&quot;:158,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-shader&quot;:149,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,normals:288,&quot;simplicial-complex-contour&quot;:330,&quot;typedarray-pool&quot;:348}],160:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-vec3&quot;),i=t(&quot;gl-vec4&quot;),a=function(t,e,r,a){for(var o=0,s=0;s&lt;t.length;s++)for(var l=t[s].velocities,u=0;u&lt;l.length;u++){var c=n.length(l[u]);c&gt;o&amp;&amp;(o=c)}var f=t.map(function(t){return function(t,e,r,a){var o,s,l,u=t.points,c=t.velocities,f=t.divergences;n.set(n.create(),0,1,0),n.create(),n.create();n.create();for(var h=[],d=[],p=[],g=[],v=[],m=[],y=0,b=0,x=i.create(),_=i.create(),w=0;w&lt;u.length;w++){o=u[w],s=c[w],l=f[w],0===e&amp;&amp;(l=.05*r),b=n.length(s)/a,x=i.create(),n.copy(x,s),x[3]=l;for(var A=0;A&lt;8;A++)v[A]=[o[0],o[1],o[2],A];if(g.length&gt;0)for(A=0;A&lt;8;A++){var M=(A+1)%8;h.push(g[A],v[A],v[M],v[M],g[M],g[A]),p.push(_,x,x,x,_,_),m.push(y,b,b,b,y,y),d.push([h.length-6,h.length-5,h.length-4],[h.length-3,h.length-2,h.length-1])}var T=g;g=v,v=T,T=_,_=x,x=T,T=y,y=b,b=T}return{positions:h,cells:d,vectors:p,vertexIntensity:m}}(t,r,a,o)}),h=[],d=[],p=[],g=[];for(s=0;s&lt;f.length;s++){var v=f[s],m=h.length;h=h.concat(v.positions),p=p.concat(v.vectors),g=g.concat(v.vertexIntensity);for(u=0;u&lt;v.cells.length;u++){var y=v.cells[u],b=[];d.push(b);for(var x=0;x&lt;y.length;x++)b.push(y[x]+m)}}return{positions:h,cells:d,vectors:p,vertexIntensity:g,colormap:e}},o=function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=this.getVelocity(r);n.subtract(a,a,e),n.scale(a,a,1e4),n.add(r,t,[0,i,0]);var o=this.getVelocity(r);n.subtract(o,o,e),n.scale(o,o,1e4),n.add(r,t,[0,0,i]);var s=this.getVelocity(r);return n.subtract(s,s,e),n.scale(s,s,1e4),n.add(r,a,o),n.add(r,r,s),r},s=function(t){return h(t,this.vectors,this.meshgrid,this.clampBorders)},l=function(t,e){for(var r=0;r&lt;t.length;r++){var n=t[r];if(n===e)return r;if(n&gt;e)return r-1}return r},u=n.create(),c=n.create(),f=function(t,e,r){return t&lt;e?e:t&gt;r?r:t},h=function(t,e,r,i){var a=t[0],o=t[1],s=t[2],h=r[0].length,d=r[1].length,p=r[2].length,g=l(r[0],a),v=l(r[1],o),m=l(r[2],s),y=g+1,b=v+1,x=m+1;if(r[0][g]===a&amp;&amp;(y=g),r[1][v]===o&amp;&amp;(b=v),r[2][m]===s&amp;&amp;(x=m),i&amp;&amp;(g=f(g,0,h-1),y=f(y,0,h-1),v=f(v,0,d-1),b=f(b,0,d-1),m=f(m,0,p-1),x=f(x,0,p-1)),g&lt;0||v&lt;0||m&lt;0||y&gt;=h||b&gt;=d||x&gt;=p)return n.create();var _=(a-r[0][g])/(r[0][y]-r[0][g]),w=(o-r[1][v])/(r[1][b]-r[1][v]),A=(s-r[2][m])/(r[2][x]-r[2][m]);(_&lt;0||_&gt;1||isNaN(_))&amp;&amp;(_=0),(w&lt;0||w&gt;1||isNaN(w))&amp;&amp;(w=0),(A&lt;0||A&gt;1||isNaN(A))&amp;&amp;(A=0);var M=m*h*d,T=x*h*d,k=v*h,E=b*h,L=g,S=y,C=e[k+M+L],O=e[k+M+S],R=e[E+M+L],P=e[E+M+S],z=e[k+T+L],I=e[k+T+S],N=e[E+T+L],D=e[E+T+S],F=n.create();return n.lerp(F,C,O,_),n.lerp(u,R,P,_),n.lerp(F,F,u,w),n.lerp(u,z,I,_),n.lerp(c,N,D,_),n.lerp(u,u,c,w),n.lerp(F,F,u,A),F},d=function(t){var e=1/0;t.sort(function(t,e){return t-e});for(var r=1;r&lt;t.length;r++){var n=Math.abs(t[r]-t[r-1]);n&lt;e&amp;&amp;(e=n)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,l=t.tubeSize||1,u=t.absoluteTubeSize;t.getDivergence||(t.getDivergence=o),t.getVelocity||(t.getVelocity=s),void 0===t.clampBorders&amp;&amp;(t.clampBorders=!0);var c=[],f=e[0][0],h=e[0][1],p=e[0][2],g=e[1][0],v=e[1][1],m=e[1][2],y=function(t,e){var r=e[0],n=e[1],i=e[2];return r&gt;=f&amp;&amp;r&lt;=g&amp;&amp;n&gt;=h&amp;&amp;n&lt;=v&amp;&amp;i&gt;=p&amp;&amp;i&lt;=m},b=10*n.distance(e[0],e[1])/i,x=b*b,_=1,w=0;n.create();r.length&gt;=2&amp;&amp;(_=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=0;s&lt;t.length;s++){var l=t[s],u=l[0],c=l[1],f=l[2];i[u]||(e.push(u),i[u]=!0),a[c]||(r.push(c),a[c]=!0),o[f]||(n.push(f),o[f]=!0)}var h=d(e),p=d(r),g=d(n),v=Math.min(h,p,g);return isFinite(v)?v:1}(r));for(var A=0;A&lt;r.length;A++){var M=n.create();n.copy(M,r[A]);var T=[M],k=[],E=t.getVelocity(M),L=M;k.push(E);var S=[],C=t.getDivergence(M,E);(z=n.length(C))&gt;w&amp;&amp;!isNaN(z)&amp;&amp;isFinite(z)&amp;&amp;(w=z),S.push(z),c.push({points:T,velocities:k,divergences:S});for(var O=0;O&lt;100*i&amp;&amp;T.length&lt;i&amp;&amp;y(0,M);){O++;var R=n.clone(E),P=n.squaredLength(R);if(0===P)break;if(P&gt;x&amp;&amp;n.scale(R,R,b/Math.sqrt(P)),n.add(R,R,M),E=t.getVelocity(R),n.squaredDistance(L,R)-x&gt;-1e-4*x){T.push(R),L=R,k.push(E);C=t.getDivergence(R,E);(z=n.length(C))&gt;w&amp;&amp;!isNaN(z)&amp;&amp;isFinite(z)&amp;&amp;(w=z),S.push(z)}M=R}}for(A=0;A&lt;S.length;A++){var z=S[A];!isNaN(z)&amp;&amp;isFinite(z)||(S[A]=w)}var I=a(c,t.colormap,w,_);return u?I.tubeScale=u:(0===w&amp;&amp;(w=1),I.tubeScale=.5*l*_/w),I},e.exports.createTubeMesh=t(&quot;./lib/tubemesh&quot;)},{&quot;./lib/tubemesh&quot;:159,&quot;gl-vec3&quot;:187,&quot;gl-vec4&quot;:223}],161:[function(t,e,r){var n=t(&quot;gl-shader&quot;),i=t(&quot;glslify&quot;),a=i([&quot;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&quot;]),o=i([&quot;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 &gt; max(a, b)) || \\n          (p &lt; 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 ((kill &gt; 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) 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&quot;]),s=i([&quot;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&#x27;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&quot;]),l=i([&quot;precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p &gt; max(a, b)) || \\n          (p &lt; 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 &gt; 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&quot;]);r.createShader=function(t){var e=n(t,a,o,null,[{name:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}]);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:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;vec3&quot;},{name:&quot;normal&quot;,type:&quot;vec3&quot;}]);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:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;float&quot;}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:&quot;uv&quot;,type:&quot;vec4&quot;},{name:&quot;f&quot;,type:&quot;float&quot;}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{&quot;gl-shader&quot;:149,glslify:250}],162:[function(t,e,r){arguments[4][54][0].apply(r,arguments)},{dup:54}],163:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.gl,r=y(e),n=x(e),s=b(e),l=_(e),u=i(e),c=a(e,[{buffer:u,size:4,stride:w,offset:0},{buffer:u,size:3,stride:w,offset:16},{buffer:u,size:3,stride:w,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),d=i(e),p=a(e,[{buffer:d,size:2,type:e.FLOAT}]),g=o(e,1,E,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var v=new L(e,[0,0],[[0,0,0],[0,0,0]],r,n,u,c,g,s,l,f,h,d,p,[0,0,0]),m={levels:[[],[],[]]};for(var A in t)m[A]=t[A];return m.colormap=m.colormap||&quot;jet&quot;,v.update(m),v};var n=t(&quot;bit-twiddle&quot;),i=t(&quot;gl-buffer&quot;),a=t(&quot;gl-vao&quot;),o=t(&quot;gl-texture2d&quot;),s=t(&quot;typedarray-pool&quot;),l=t(&quot;colormap&quot;),u=t(&quot;ndarray-ops&quot;),c=t(&quot;ndarray-pack&quot;),f=t(&quot;ndarray&quot;),h=t(&quot;surface-nets&quot;),d=t(&quot;gl-mat4/multiply&quot;),p=t(&quot;gl-mat4/invert&quot;),g=t(&quot;binary-search-bounds&quot;),v=t(&quot;ndarray-gradient&quot;),m=t(&quot;./lib/shaders&quot;),y=m.createShader,b=m.createContourShader,x=m.createPickShader,_=m.createPickContourShader,w=40,A=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],M=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],T=[[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 k(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&lt;3;++t){var e=T[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();var E=256;function L(t,e,r,n,i,a,o,l,u,c,h,d,p,g,v){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=v,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=d,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new k([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=p,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=L.prototype;S.isTransparent=function(){return this.opacity&lt;1},S.isOpaque=function(){if(this.opacity&gt;=1)return!0;for(var t=0;t&lt;3;++t)if(this._contourCounts[t].length&gt;0||this._dynamicCounts[t]&gt;0)return!0;return!1},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var C=[0,0,0],O={showSurface:!1,showContour:!1,projections:[A.slice(),A.slice(),A.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function R(t,e){var r,n,i,a=e.axes&amp;&amp;e.axes.lastCubeProps.axis||C,o=e.showSurface,s=e.showContour;for(r=0;r&lt;3;++r)for(o=o||e.surfaceProject[r],n=0;n&lt;3;++n)s=s||e.contourProject[r][n];for(r=0;r&lt;3;++r){var l=O.projections[r];for(n=0;n&lt;16;++n)l[n]=0;for(n=0;n&lt;4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]&gt;0)][r],d(l,t.model,l);var u=O.clipBounds[r];for(i=0;i&lt;2;++i)for(n=0;n&lt;3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return O.showSurface=o,O.showContour=s,O}var P={model:A,view:A,projection:A,inverseModel:A.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},z=A.slice(),I=[1,0,0,0,1,0,0,0,1];function N(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||A,n.view=t.view||A,n.projection=t.projection||A,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=p(n.inverseModel,n.model);for(var i=0;i&lt;2;++i)for(var a=n.clipBounds[i],o=0;o&lt;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=I,n.vertexColor=this.vertexColor;var s=z;for(d(s,n.view,n.model),d(s,n.projection,s),p(s,s),i=0;i&lt;3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i&lt;3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i&lt;3;++i){var u=s[12+i];for(o=0;o&lt;3;++o)u+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=u/l}var c=R(n,this);if(c.showSurface&amp;&amp;e===this.opacity&lt;1){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&amp;&amp;this._vertexCount&amp;&amp;this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i&lt;3;++i)this.surfaceProject[i]&amp;&amp;this.vertexCount&amp;&amp;(this._shader.uniforms.model=c.projections[i],this._shader.uniforms.clipBounds=c.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(c.showContour&amp;&amp;!e){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&lt;3;++i)for(f.uniforms.permutation=T[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o&lt;this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&amp;&amp;o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&amp;&amp;(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i&lt;3;++i)for(f.uniforms.model=c.projections[i],f.uniforms.clipBounds=c.clipBounds[i],o=0;o&lt;3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=T[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g&lt;this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==g&amp;&amp;g-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&amp;&amp;(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&lt;3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=T[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&lt;3;++o)this.contourProject[o][i]&amp;&amp;(f.uniforms.model=c.projections[o],f.uniforms.clipBounds=c.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return N.call(this,t,!1)},S.drawTransparent=function(t){return N.call(this,t,!0)};var D={model:A,view:A,projection:A,inverseModel:A,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 F(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function j(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[j(t[0]),j(t[1]),j(t[2])];var e=j(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||A,r.view=t.view||A,r.projection=t.projection||A,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=I;for(var n=0;n&lt;2;++n)for(var i=r.clipBounds[n],a=0;a&lt;3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=R(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&lt;3;++n)this.surfaceProject[n]&amp;&amp;(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&lt;3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=T[a],n=0;n&lt;this.contourLevels[a].length;++n)this._contourCounts[a][n]&amp;&amp;(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n&lt;3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a&lt;3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=T[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var u=0;u&lt;this.contourLevels[a].length;++u)this._contourCounts[a][u]&amp;&amp;(s.uniforms.height=this.contourLevels[a][u],l.draw(e.LINES,this._contourCounts[a][u],this._contourOffsets[a][u]))}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]&gt;&gt;4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&amp;t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c&lt;2;++c)for(var f=c?a:1-a,h=0;h&lt;2;++h)for(var d=i+c,p=s+h,v=f*(h?l:1-l),m=0;m&lt;3;++m)u[m]+=this._field[m].get(d,p)*v;for(var y=this._pickResult.level,b=0;b&lt;3;++b)if(y[b]=g.le(this.contourLevels[b],u[b]),y[b]&lt;0)this.contourLevels[b].length&gt;0&amp;&amp;(y[b]=0);else if(y[b]&lt;this.contourLevels[b].length-1){var x=this.contourLevels[b][y[b]],_=this.contourLevels[b][y[b]+1];Math.abs(x-u[b])&gt;Math.abs(_-u[b])&amp;&amp;(y[b]+=1)}for(r.index[0]=a&lt;.5?i:i+1,r.index[1]=l&lt;.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],m=0;m&lt;3;++m)r.dataCoordinate[m]=this._field[m].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();u.assign(t.lo(1,1).hi(r[0],r[1]),e),u.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),u.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),u.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),u.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,&quot;contourWidth&quot;in t&amp;&amp;(this.contourWidth=F(t.contourWidth,Number)),&quot;showContour&quot;in t&amp;&amp;(this.showContour=F(t.showContour,Boolean)),&quot;showSurface&quot;in t&amp;&amp;(this.showSurface=!!t.showSurface),&quot;contourTint&quot;in t&amp;&amp;(this.contourTint=F(t.contourTint,Boolean)),&quot;contourColor&quot;in t&amp;&amp;(this.contourColor=B(t.contourColor)),&quot;contourProject&quot;in t&amp;&amp;(this.contourProject=F(t.contourProject,function(t){return F(t,Boolean)})),&quot;surfaceProject&quot;in t&amp;&amp;(this.surfaceProject=t.surfaceProject),&quot;dynamicColor&quot;in t&amp;&amp;(this.dynamicColor=B(t.dynamicColor)),&quot;dynamicTint&quot;in t&amp;&amp;(this.dynamicTint=F(t.dynamicTint,Number)),&quot;dynamicWidth&quot;in t&amp;&amp;(this.dynamicWidth=F(t.dynamicWidth,Number)),&quot;opacity&quot;in t&amp;&amp;(this.opacity=t.opacity),&quot;colorBounds&quot;in t&amp;&amp;(this.colorBounds=t.colorBounds),&quot;vertexColor&quot;in t&amp;&amp;(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&amp;&amp;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)),&quot;field&quot;in t||&quot;coords&quot;in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i&gt;this._field[2].data.length&amp;&amp;(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&lt;2;++o)this._field[2].size&gt;this._field[o].data.length&amp;&amp;(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 d=t.coords;if(!Array.isArray(d)||3!==d.length)throw new Error(&quot;gl-surface: invalid coordinates for x/y&quot;);for(o=0;o&lt;2;++o){var p=d[o];for(x=0;x&lt;2;++x)if(p.shape[x]!==a[x])throw new Error(&quot;gl-surface: coords have incorrect shape&quot;);this.padField(this._field[o],p)}}else if(t.ticks){var g=t.ticks;if(!Array.isArray(g)||2!==g.length)throw new Error(&quot;gl-surface: invalid ticks&quot;);for(o=0;o&lt;2;++o){var m=g[o];if((Array.isArray(m)||m.length)&amp;&amp;(m=f(m)),m.shape[0]!==a[o])throw new Error(&quot;gl-surface: invalid tick length&quot;);var y=f(m.data,a);y.stride[o]=m.stride[0],y.stride[1^o]=0,this.padField(this._field[o],y)}}else{for(o=0;o&lt;2;++o){var b=[0,0];b[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],b,0)}this._field[0].set(0,0,0);for(var x=0;x&lt;a[0];++x)this._field[0].set(x+1,0,x);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),x=0;x&lt;a[1];++x)this._field[1].set(0,x+1,x);this._field[1].set(0,a[1]+1,a[1]-1)}var _=this._field,w=f(s.mallocFloat(3*_[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o&lt;3;++o)v(w.pick(o),_[o],&quot;mirror&quot;);var A=f(s.mallocFloat(3*_[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o&lt;a[0]+2;++o)for(x=0;x&lt;a[1]+2;++x){var T=w.get(0,o,x,0),k=w.get(0,o,x,1),L=w.get(1,o,x,0),S=w.get(1,o,x,1),C=w.get(2,o,x,0),O=w.get(2,o,x,1),R=L*O-S*C,P=C*k-O*T,z=T*S-k*L,I=Math.sqrt(R*R+P*P+z*z);I&lt;1e-8?(I=Math.max(Math.abs(R),Math.abs(P),Math.abs(z)))&lt;1e-8?(z=1,P=R=0,I=1):I=1/I:I=1/Math.sqrt(I),A.set(o,x,0,R*I),A.set(o,x,1,P*I),A.set(o,x,2,z*I)}s.free(w.data);var N=[1/0,1/0,1/0],D=[-1/0,-1/0,-1/0],j=1/0,U=-1/0,V=(a[0]-1)*(a[1]-1)*6,H=s.mallocFloat(n.nextPow2(10*V)),q=0,G=0;for(o=0;o&lt;a[0]-1;++o)t:for(x=0;x&lt;a[1]-1;++x){for(var X=0;X&lt;2;++X)for(var W=0;W&lt;2;++W)for(var Y=0;Y&lt;3;++Y){var Z=this._field[Y].get(1+o+X,1+x+W);if(isNaN(Z)||!isFinite(Z))continue t}for(Y=0;Y&lt;6;++Y){var Q=o+M[Y][0],$=x+M[Y][1],J=this._field[0].get(Q+1,$+1),K=this._field[1].get(Q+1,$+1);Z=this._field[2].get(Q+1,$+1),R=A.get(Q+1,$+1,0),P=A.get(Q+1,$+1,1),z=A.get(Q+1,$+1,2),t.intensity&amp;&amp;(tt=t.intensity.get(Q,$));var tt=t.intensity?t.intensity.get(Q,$):Z+this.objectOffset[2];H[q++]=Q,H[q++]=$,H[q++]=J,H[q++]=K,H[q++]=Z,H[q++]=0,H[q++]=tt,H[q++]=R,H[q++]=P,H[q++]=z,N[0]=Math.min(N[0],J+this.objectOffset[0]),N[1]=Math.min(N[1],K+this.objectOffset[1]),N[2]=Math.min(N[2],Z+this.objectOffset[2]),j=Math.min(j,tt),D[0]=Math.max(D[0],J+this.objectOffset[0]),D[1]=Math.max(D[1],K+this.objectOffset[1]),D[2]=Math.max(D[2],Z+this.objectOffset[2]),U=Math.max(U,tt),G+=1}}for(t.intensityBounds&amp;&amp;(j=+t.intensityBounds[0],U=+t.intensityBounds[1]),o=6;o&lt;q;o+=10)H[o]=(H[o]-j)/(U-j);this._vertexCount=G,this._coordinateBuffer.update(H.subarray(0,q)),s.freeFloat(H),s.free(A.data),this.bounds=[N,D],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===j&amp;&amp;this.intensityBounds[1]===U||(r=!0),this.intensityBounds=[j,U]}if(&quot;levels&quot;in t){var et=t.levels;for(et=Array.isArray(et[0])?et.slice():[[],[],et],o=0;o&lt;3;++o)et[o]=et[o].slice(),et[o].sort(function(t,e){return t-e});for(o=0;o&lt;3;++o)for(x=0;x&lt;et[o].length;++x)et[o][x]-=this.objectOffset[o];t:for(o=0;o&lt;3;++o){if(et[o].length!==this.contourLevels[o].length){r=!0;break}for(x=0;x&lt;et[o].length;++x)if(et[o][x]!==this.contourLevels[o][x]){r=!0;break t}}this.contourLevels=et}if(r){_=this._field,a=this.shape;for(var rt=[],nt=0;nt&lt;3;++nt){var it=this.contourLevels[nt],at=[],ot=[],st=[0,0,0];for(o=0;o&lt;it.length;++o){var lt=h(this._field[nt],it[o]);at.push(rt.length/5|0),G=0;t:for(x=0;x&lt;lt.cells.length;++x){var ut=lt.cells[x];for(Y=0;Y&lt;2;++Y){var ct=lt.positions[ut[Y]],ft=ct[0],ht=0|Math.floor(ft),dt=ft-ht,pt=ct[1],gt=0|Math.floor(pt),vt=pt-gt,mt=!1;e:for(var yt=0;yt&lt;3;++yt){st[yt]=0;var bt=(nt+yt+1)%3;for(X=0;X&lt;2;++X){var xt=X?dt:1-dt;for(Q=0|Math.min(Math.max(ht+X,0),a[0]),W=0;W&lt;2;++W){var _t=W?vt:1-vt;if($=0|Math.min(Math.max(gt+W,0),a[1]),Z=yt&lt;2?this._field[bt].get(Q,$):(this.intensity.get(Q,$)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(Z)||isNaN(Z)){mt=!0;break e}var wt=xt*_t;st[yt]+=wt*Z}}}if(mt){if(Y&gt;0){for(var At=0;At&lt;5;++At)rt.pop();G-=1}continue t}rt.push(st[0],st[1],ct[0],ct[1],st[2]),G+=1}}ot.push(G)}this._contourOffsets[nt]=at,this._contourCounts[nt]=ot}var Mt=s.mallocFloat(rt.length);for(o=0;o&lt;rt.length;++o)Mt[o]=rt[o];this._contourBuffer.update(Mt),s.freeFloat(Mt)}t.colormap&amp;&amp;this._colorMap.setPixels(function(t){var e=c([l({colormap:t,nshades:E,format:&quot;rgba&quot;}).map(function(t){return[t[0],t[1],t[2],255*t[3]]})]);return u.divseq(e,255),e}(t.colormap))},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&lt;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&lt;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&lt;3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&amp;&amp;r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&amp;&amp;r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&amp;&amp;r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o&lt;3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,u=(o+2)%3,c=this._field[o],f=this._field[l],d=this._field[u],p=h(c,r[o]),g=p.cells,v=p.positions;for(this._dynamicOffsets[o]=n,e=0;e&lt;g.length;++e)for(var m=g[e],y=0;y&lt;2;++y){var b=v[m[y]],x=+b[0],_=0|x,w=0|Math.min(_+1,i[0]),A=x-_,M=1-A,T=+b[1],k=0|T,E=0|Math.min(k+1,i[1]),L=T-k,S=1-L,C=M*S,O=M*L,R=A*S,P=A*L,z=C*f.get(_,k)+O*f.get(_,E)+R*f.get(w,k)+P*f.get(w,E),I=C*d.get(_,k)+O*d.get(_,E)+R*d.get(w,k)+P*d.get(w,E);if(isNaN(z)||isNaN(I)){y&amp;&amp;(n-=1);break}a[2*n+0]=z,a[2*n+1]=I,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)}}},{&quot;./lib/shaders&quot;:161,&quot;binary-search-bounds&quot;:162,&quot;bit-twiddle&quot;:36,colormap:68,&quot;gl-buffer&quot;:103,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/multiply&quot;:126,&quot;gl-texture2d&quot;:164,&quot;gl-vao&quot;:168,ndarray:286,&quot;ndarray-gradient&quot;:277,&quot;ndarray-ops&quot;:280,&quot;ndarray-pack&quot;:281,&quot;surface-nets&quot;:341,&quot;typedarray-pool&quot;:348}],164:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray&quot;),i=t(&quot;ndarray-ops&quot;),a=t(&quot;typedarray-pool&quot;);e.exports=function(t){if(arguments.length&lt;=1)throw new Error(&quot;gl-texture2d: Missing arguments for texture2d constructor&quot;);o||function(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]}(t);if(&quot;number&quot;==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(&quot;object&quot;==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return function(t,e,r,n,i,a){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new h(t,o,r,n,i,a)}(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&amp;&amp;e.data&amp;&amp;e.stride)return function(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]&lt;0||o[0]&gt;s||o[1]&lt;0||o[1]&gt;s)throw new Error(&quot;gl-texture2d: Invalid texture size&quot;);var l=p(o,e.stride.slice()),u=0;&quot;float32&quot;===r?u=t.FLOAT:&quot;float64&quot;===r?(u=t.FLOAT,l=!1,r=&quot;float32&quot;):&quot;uint8&quot;===r?u=t.UNSIGNED_BYTE:(u=t.UNSIGNED_BYTE,l=!1,r=&quot;uint8&quot;);var f,d,v=0;if(2===o.length)v=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(&quot;gl-texture2d: Invalid shape for texture&quot;);if(1===o[2])v=t.ALPHA;else if(2===o[2])v=t.LUMINANCE_ALPHA;else if(3===o[2])v=t.RGB;else{if(4!==o[2])throw new Error(&quot;gl-texture2d: Invalid shape for pixel coords&quot;);v=t.RGBA}}u!==t.FLOAT||t.getExtension(&quot;OES_texture_float&quot;)||(u=t.UNSIGNED_BYTE,l=!1);var m=e.size;if(l)f=0===e.offset&amp;&amp;e.data.length===m?e.data:e.data.subarray(e.offset,e.offset+m);else{var y=[o[2],o[2]*o[0],1];d=a.malloc(m,r);var b=n(d,o,y,0);&quot;float32&quot;!==r&amp;&amp;&quot;float64&quot;!==r||u!==t.UNSIGNED_BYTE?i.assign(b,e):c(b,e),f=d.subarray(0,m)}var x=g(t);t.texImage2D(t.TEXTURE_2D,0,v,o[0],o[1],0,v,u,f),l||a.free(d);return new h(t,x,o[0],o[1],v,u)}(t,e)}throw new Error(&quot;gl-texture2d: Invalid arguments for texture2d constructor&quot;)};var o=null,s=null,l=null;function u(t){return&quot;undefined&quot;!=typeof HTMLCanvasElement&amp;&amp;t instanceof HTMLCanvasElement||&quot;undefined&quot;!=typeof HTMLImageElement&amp;&amp;t instanceof HTMLImageElement||&quot;undefined&quot;!=typeof HTMLVideoElement&amp;&amp;t instanceof HTMLVideoElement||&quot;undefined&quot;!=typeof ImageData&amp;&amp;t instanceof ImageData}var c=function(t,e){i.muls(t,e,255)};function f(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e&lt;0||e&gt;i||r&lt;0||r&gt;i)throw new Error(&quot;gl-texture2d: Invalid texture size&quot;);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 h(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=h.prototype;function p(t,e){return 3===t.length?1===e[2]&amp;&amp;e[1]===t[0]*t[2]&amp;&amp;e[0]===t[2]:1===e[0]&amp;&amp;e[1]===t[0]}function g(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&lt;0||e&gt;a||r&lt;0||r&gt;a)throw new Error(&quot;gl-texture2d: Invalid texture shape&quot;);if(i===t.FLOAT&amp;&amp;!t.getExtension(&quot;OES_texture_float&quot;))throw new Error(&quot;gl-texture2d: Floating point textures not supported on this platform&quot;);var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new h(t,o,e,r,n,i)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&amp;&amp;o.indexOf(t)&gt;=0&amp;&amp;(e.getExtension(&quot;OES_texture_float_linear&quot;)||(t=e.NEAREST)),s.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown filter mode &quot;+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&amp;&amp;o.indexOf(t)&gt;=0&amp;&amp;(e.getExtension(&quot;OES_texture_float_linear&quot;)||(t=e.NEAREST)),s.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown filter mode &quot;+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(&quot;EXT_texture_filter_anisotropic&quot;);r&amp;&amp;this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(&quot;gl-texture2d: Must specify wrap mode for rows and columns&quot;);for(var e=0;e&lt;2;++e)if(l.indexOf(t[e])&lt;0)throw new Error(&quot;gl-texture2d: Unknown wrap mode &quot;+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error(&quot;gl-texture2d: Invalid texture shape&quot;)}else t=[0|t,0|t];return f(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return f(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,f(this,this._shape[0],t),t}}}),d.bind=function(t){var e=this.gl;return void 0!==t&amp;&amp;e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},d.dispose=function(){this.gl.deleteTexture(this.handle)},d.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t&gt;0;++e,t&gt;&gt;&gt;=1)this._mipLevels.indexOf(e)&lt;0&amp;&amp;this._mipLevels.push(e)},d.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=u(t)?t:t.raw;if(l){this._mipLevels.indexOf(o)&lt;0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l)}else{if(!(t.shape&amp;&amp;t.stride&amp;&amp;t.data))throw new Error(&quot;gl-texture2d: Unsupported data type&quot;);if(t.shape.length&lt;2||e+t.shape[1]&gt;this._shape[1]&gt;&gt;&gt;o||r+t.shape[0]&gt;this._shape[0]&gt;&gt;&gt;o||e&lt;0||r&lt;0)throw new Error(&quot;gl-texture2d: Texture dimensions are out of bounds&quot;);!function(t,e,r,o,s,l,u,f){var h=f.dtype,d=f.shape.slice();if(d.length&lt;2||d.length&gt;3)throw new Error(&quot;gl-texture2d: Invalid ndarray, must be 2d or 3d&quot;);var g=0,v=0,m=p(d,f.stride.slice());&quot;float32&quot;===h?g=t.FLOAT:&quot;float64&quot;===h?(g=t.FLOAT,m=!1,h=&quot;float32&quot;):&quot;uint8&quot;===h?g=t.UNSIGNED_BYTE:(g=t.UNSIGNED_BYTE,m=!1,h=&quot;uint8&quot;);if(2===d.length)v=t.LUMINANCE,d=[d[0],d[1],1],f=n(f.data,d,[f.stride[0],f.stride[1],1],f.offset);else{if(3!==d.length)throw new Error(&quot;gl-texture2d: Invalid shape for texture&quot;);if(1===d[2])v=t.ALPHA;else if(2===d[2])v=t.LUMINANCE_ALPHA;else if(3===d[2])v=t.RGB;else{if(4!==d[2])throw new Error(&quot;gl-texture2d: Invalid shape for pixel coords&quot;);v=t.RGBA}d[2]}v!==t.LUMINANCE&amp;&amp;v!==t.ALPHA||s!==t.LUMINANCE&amp;&amp;s!==t.ALPHA||(v=s);if(v!==s)throw new Error(&quot;gl-texture2d: Incompatible texture format for setPixels&quot;);var y=f.size,b=u.indexOf(o)&lt;0;b&amp;&amp;u.push(o);if(g===l&amp;&amp;m)0===f.offset&amp;&amp;f.data.length===y?b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,f.data):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,f.data):b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,f.data.subarray(f.offset,f.offset+y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,f.data.subarray(f.offset,f.offset+y));else{var x;x=l===t.FLOAT?a.mallocFloat32(y):a.mallocUint8(y);var _=n(x,d,[d[2],d[2]*d[0],1]);g===t.FLOAT&amp;&amp;l===t.UNSIGNED_BYTE?c(_,f):i.assign(_,f),b?t.texImage2D(t.TEXTURE_2D,o,s,d[0],d[1],0,s,l,x.subarray(0,y)):t.texSubImage2D(t.TEXTURE_2D,o,e,r,d[0],d[1],s,l,x.subarray(0,y)),l===t.FLOAT?a.freeFloat32(x):a.freeUint8(x)}}(s,e,r,o,this.format,this.type,this._mipLevels,t)}}},{ndarray:286,&quot;ndarray-ops&quot;:280,&quot;typedarray-pool&quot;:348}],165:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r){e?e.bind():t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null);var n=0|t.getParameter(t.MAX_VERTEX_ATTRIBS);if(r){if(r.length&gt;n)throw new Error(&quot;gl-vao: Too many vertex attributes&quot;);for(var i=0;i&lt;r.length;++i){var a=r[i];if(a.buffer){var o=a.buffer,s=a.size||4,l=a.type||t.FLOAT,u=!!a.normalized,c=a.stride||0,f=a.offset||0;o.bind(),t.enableVertexAttribArray(i),t.vertexAttribPointer(i,s,l,u,c,f)}else{if(&quot;number&quot;==typeof a)t.vertexAttrib1f(i,a);else if(1===a.length)t.vertexAttrib1f(i,a[0]);else if(2===a.length)t.vertexAttrib2f(i,a[0],a[1]);else if(3===a.length)t.vertexAttrib3f(i,a[0],a[1],a[2]);else{if(4!==a.length)throw new Error(&quot;gl-vao: Invalid vertex attribute&quot;);t.vertexAttrib4f(i,a[0],a[1],a[2],a[3])}t.disableVertexAttribArray(i)}}for(;i&lt;n;++i)t.disableVertexAttribArray(i)}else for(t.bindBuffer(t.ARRAY_BUFFER,null),i=0;i&lt;n;++i)t.disableVertexAttribArray(i)}},{}],166:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./do-bind.js&quot;);function i(t){this.gl=t,this._elements=null,this._attributes=null,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(){n(this.gl,this._elements,this._attributes)},i.prototype.update=function(t,e,r){this._elements=e,this._attributes=t,this._elementsType=r||this.gl.UNSIGNED_SHORT},i.prototype.dispose=function(){},i.prototype.unbind=function(){},i.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._elements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t){return new i(t)}},{&quot;./do-bind.js&quot;:165}],167:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./do-bind.js&quot;);function i(t,e,r,n,i,a){this.location=t,this.dimension=e,this.a=r,this.b=n,this.c=i,this.d=a}function a(t,e,r){this.gl=t,this._ext=e,this.handle=r,this._attribs=[],this._useElements=!1,this._elementsType=t.UNSIGNED_SHORT}i.prototype.bind=function(t){switch(this.dimension){case 1:t.vertexAttrib1f(this.location,this.a);break;case 2:t.vertexAttrib2f(this.location,this.a,this.b);break;case 3:t.vertexAttrib3f(this.location,this.a,this.b,this.c);break;case 4:t.vertexAttrib4f(this.location,this.a,this.b,this.c,this.d)}},a.prototype.bind=function(){this._ext.bindVertexArrayOES(this.handle);for(var t=0;t&lt;this._attribs.length;++t)this._attribs[t].bind(this.gl)},a.prototype.unbind=function(){this._ext.bindVertexArrayOES(null)},a.prototype.dispose=function(){this._ext.deleteVertexArrayOES(this.handle)},a.prototype.update=function(t,e,r){if(this.bind(),n(this.gl,e,t),this.unbind(),this._attribs.length=0,t)for(var a=0;a&lt;t.length;++a){var o=t[a];&quot;number&quot;==typeof o?this._attribs.push(new i(a,1,o)):Array.isArray(o)&amp;&amp;this._attribs.push(new i(a,o.length,o[0],o[1],o[2],o[3]))}this._useElements=!!e,this._elementsType=r||this.gl.UNSIGNED_SHORT},a.prototype.draw=function(t,e,r){r=r||0;var n=this.gl;this._useElements?n.drawElements(t,e,this._elementsType,r):n.drawArrays(t,r,e)},e.exports=function(t,e){return new a(t,e,e.createVertexArrayOES())}},{&quot;./do-bind.js&quot;:165}],168:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./lib/vao-native.js&quot;),i=t(&quot;./lib/vao-emulated.js&quot;);function a(t){this.bindVertexArrayOES=t.bindVertexArray.bind(t),this.createVertexArrayOES=t.createVertexArray.bind(t),this.deleteVertexArrayOES=t.deleteVertexArray.bind(t)}e.exports=function(t,e,r,o){var s,l=t.createVertexArray?new a(t):t.getExtension(&quot;OES_vertex_array_object&quot;);return(s=l?n(t,l):i(t)).update(e,r,o),s}},{&quot;./lib/vao-emulated.js&quot;:166,&quot;./lib/vao-native.js&quot;:167}],169:[function(t,e,r){e.exports=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t}},{}],170:[function(t,e,r){e.exports=function(t,e){var r=n(t[0],t[1],t[2]),o=n(e[0],e[1],e[2]);i(r,r),i(o,o);var s=a(r,o);return s&gt;1?0:Math.acos(s)};var n=t(&quot;./fromValues&quot;),i=t(&quot;./normalize&quot;),a=t(&quot;./dot&quot;)},{&quot;./dot&quot;:180,&quot;./fromValues&quot;:186,&quot;./normalize&quot;:197}],171:[function(t,e,r){e.exports=function(t,e){return t[0]=Math.ceil(e[0]),t[1]=Math.ceil(e[1]),t[2]=Math.ceil(e[2]),t}},{}],172:[function(t,e,r){e.exports=function(t){var e=new Float32Array(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e}},{}],173:[function(t,e,r){e.exports=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}},{}],174:[function(t,e,r){e.exports=function(){var t=new Float32Array(3);return t[0]=0,t[1]=0,t[2]=0,t}},{}],175:[function(t,e,r){e.exports=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}},{}],176:[function(t,e,r){e.exports=t(&quot;./distance&quot;)},{&quot;./distance&quot;:177}],177:[function(t,e,r){e.exports=function(t,e){var r=e[0]-t[0],n=e[1]-t[1],i=e[2]-t[2];return 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p=s.slice(),g=s.slice();e[l]&lt;0?(p[c]=&quot;s[&quot;+c+&quot;]-2&quot;,g[c]=&quot;0&quot;):(p[c]=&quot;s[&quot;+c+&quot;]-1&quot;,g[c]=&quot;1&quot;),0===i?n.push(&quot;if(s[&quot;,c,&quot;]&gt;2){dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0.5*(src.get(&quot;,p.join(),&quot;)-src.get(&quot;,g.join(),&quot;)))}else{dst.set(&quot;,s.join(),&quot;,&quot;,c,&quot;,0)};&quot;):n.push(&quot;if(s[&quot;,c,&quot;]&gt;2){diff(&quot;,f,&quot;,src.pick(&quot;,p.join(),&quot;)&quot;,u,&quot;,src.pick(&quot;,g.join(),&quot;)&quot;,u,&quot;);}else{zero(&quot;,f,&quot;);};&quot;);break;default:throw new Error(&quot;ndarray-gradient: Invalid boundary condition&quot;)}}i&gt;0&amp;&amp;n.push(&quot;};&quot;)}for(var s=0;s&lt;1&lt;&lt;r;++s){for(var f=[],h=0;h&lt;r;++h)s&amp;1&lt;&lt;h&amp;&amp;f.push(h+1);for(var d=0;d&lt;1&lt;&lt;f.length;++d){for(var p=f.slice(),h=0;h&lt;f.length;++h)d&amp;1&lt;&lt;h&amp;&amp;(p[h]=-p[h]);i(p)}}n.push(&quot;return dst;};return gradient&quot;);for(var g=[&quot;diff&quot;,&quot;zero&quot;],v=[l,u],s=1;s&lt;=r;++s)g.push(&quot;grad&quot;+s),v.push(c(s));g.push(n.join(&quot;&quot;));var m=Function.apply(void 0,g).apply(void 0,v);return a[e]=m,m}(r)(t,e)};var n=t(&quot;dup&quot;),i=t(&quot;cwise-compiler&quot;),a={},o={},s={body:&quot;&quot;,args:[],thisVars:[],localVars:[]},l=i({args:[&quot;array&quot;,&quot;array&quot;,&quot;array&quot;],pre:s,post:s,body:{args:[{name:&quot;out&quot;,lvalue:!0,rvalue:!1,count:1},{name:&quot;left&quot;,lvalue:!1,rvalue:!0,count:1},{name:&quot;right&quot;,lvalue:!1,rvalue:!0,count:1}],body:&quot;out=0.5*(left-right)&quot;,thisVars:[],localVars:[]},funcName:&quot;cdiff&quot;}),u=i({args:[&quot;array&quot;],pre:s,post:s,body:{args:[{name:&quot;out&quot;,lvalue:!0,rvalue:!1,count:1}],body:&quot;out=0&quot;,thisVars:[],localVars:[]},funcName:&quot;zero&quot;});function c(t){if(t in a)return a[t];for(var e=[],r=0;r&lt;t;++r)e.push(&quot;out&quot;,r,&quot;s=0.5*(inp&quot;,r,&quot;l-inp&quot;,r,&quot;r);&quot;);var o=[&quot;array&quot;],l=[&quot;junk&quot;];for(r=0;r&lt;t;++r){o.push(&quot;array&quot;),l.push(&quot;out&quot;+r+&quot;s&quot;);var u=n(t);u[r]=-1,o.push({array:0,offset:u.slice()}),u[r]=1,o.push({array:0,offset:u.slice()}),l.push(&quot;inp&quot;+r+&quot;l&quot;,&quot;inp&quot;+r+&quot;r&quot;)}return a[t]=i({args:o,pre:s,post:s,body:{body:e.join(&quot;&quot;),args:l.map(function(t){return{name:t,lvalue:0===t.indexOf(&quot;out&quot;),rvalue:0===t.indexOf(&quot;inp&quot;),count:&quot;junk&quot;!==t|0}}),thisVars:[],localVars:[]},funcName:&quot;fdTemplate&quot;+t})}},{&quot;cwise-compiler&quot;:77,dup:86}],278:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;ndarray-warp&quot;),i=t(&quot;gl-matrix-invert&quot;);e.exports=function(t,e,r){var a=e.dimension,o=i([],r);return n(t,e,function(t,e){for(var r=0;r&lt;a;++r){t[r]=o[(a+1)*a+r];for(var 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r=[&quot;&#x27;use strict&#x27;&quot;],n=[&quot;ndarrayInsertionSort&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;),i=[&quot;left&quot;,&quot;right&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length)),s=a(e),l=[&quot;i,j,cptr,ptr=left*s0+offset&quot;];if(t.length&gt;1){for(var u=[],c=1;c&lt;t.length;++c)l.push(&quot;i&quot;+c),u.push(&quot;n&quot;+c);s?l.push(&quot;scratch=malloc(&quot;+u.join(&quot;*&quot;)+&quot;)&quot;):l.push(&quot;scratch=new Array(&quot;+u.join(&quot;*&quot;)+&quot;)&quot;),l.push(&quot;dptr&quot;,&quot;sptr&quot;,&quot;a&quot;,&quot;b&quot;)}else l.push(&quot;scratch&quot;);function f(t){return&quot;generic&quot;===e?[&quot;data.get(&quot;,t,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]&quot;].join(&quot;&quot;)}function h(t,r){return&quot;generic&quot;===e?[&quot;data.set(&quot;,t,&quot;,&quot;,r,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]=&quot;,r].join(&quot;&quot;)}if(r.push([&quot;function &quot;,n,&quot;(&quot;,i.join(&quot;,&quot;),&quot;){var &quot;,l.join(&quot;,&quot;)].join(&quot;&quot;),&quot;for(i=left+1;i&lt;=right;++i){&quot;,&quot;j=i;ptr+=s0&quot;,&quot;cptr=ptr&quot;),t.length&gt;1){for(r.push(&quot;dptr=0;sptr=ptr&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(&quot;scratch[dptr++]=&quot;,f(&quot;sptr&quot;)),c=0;c&lt;t.length;++c)0!==(d=t[c])&amp;&amp;r.push(&quot;sptr+=d&quot;+d,&quot;}&quot;);for(r.push(&quot;__g:while(j--\\x3eleft){&quot;,&quot;dptr=0&quot;,&quot;sptr=cptr-s0&quot;),c=1;c&lt;t.length;++c)1===c&amp;&amp;r.push(&quot;__l:&quot;),r.push([&quot;for(i&quot;,c,&quot;=0;i&quot;,c,&quot;&lt;n&quot;,c,&quot;;++i&quot;,c,&quot;){&quot;].join(&quot;&quot;));for(r.push([&quot;a=&quot;,f(&quot;sptr&quot;),&quot;\\nb=scratch[dptr]\\nif(a&lt;b){break __g}\\nif(a&gt;b){break __l}&quot;].join(&quot;&quot;)),c=t.length-1;c&gt;=1;--c)r.push(&quot;sptr+=e&quot;+c,&quot;dptr+=f&quot;+c,&quot;}&quot;);for(r.push(&quot;dptr=cptr;sptr=cptr-s0&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(h(&quot;dptr&quot;,f(&quot;sptr&quot;))),c=0;c&lt;t.length;++c)0!==(d=t[c])&amp;&amp;r.push([&quot;dptr+=d&quot;,d,&quot;;sptr+=d&quot;,d].join(&quot;&quot;),&quot;}&quot;);for(r.push(&quot;cptr-=s0\\n}&quot;),r.push(&quot;dptr=cptr;sptr=0&quot;),c=t.length-1;c&gt;=0;--c)0!==(d=t[c])&amp;&amp;r.push([&quot;for(i&quot;,d,&quot;=0;i&quot;,d,&quot;&lt;n&quot;,d,&quot;;++i&quot;,d,&quot;){&quot;].join(&quot;&quot;));for(r.push(h(&quot;dptr&quot;,&quot;scratch[sptr++]&quot;)),c=0;c&lt;t.length;++c){var d;0!==(d=t[c])&amp;&amp;r.push(&quot;dptr+=d&quot;+d,&quot;}&quot;)}}else r.push(&quot;scratch=&quot;+f(&quot;ptr&quot;),&quot;while((j--\\x3eleft)&amp;&amp;(&quot;+f(&quot;cptr-s0&quot;)+&quot;&gt;scratch)){&quot;,h(&quot;cptr&quot;,f(&quot;cptr-s0&quot;)),&quot;cptr-=s0&quot;,&quot;}&quot;,h(&quot;cptr&quot;,&quot;scratch&quot;));return r.push(&quot;}&quot;),t.length&gt;1&amp;&amp;s&amp;&amp;r.push(&quot;free(scratch)&quot;),r.push(&quot;} return &quot;+n),s?new Function(&quot;malloc&quot;,&quot;free&quot;,r.join(&quot;\\n&quot;))(s[0],s[1]):new Function(r.join(&quot;\\n&quot;))()}(t,e),y=function(t,e,r){var n=[&quot;&#x27;use strict&#x27;&quot;],s=[&quot;ndarrayQuickSort&quot;,t.join(&quot;d&quot;),e].join(&quot;&quot;),l=[&quot;left&quot;,&quot;right&quot;,&quot;data&quot;,&quot;offset&quot;].concat(o(t.length)),u=a(e),c=0;n.push([&quot;function &quot;,s,&quot;(&quot;,l.join(&quot;,&quot;),&quot;){&quot;].join(&quot;&quot;));var f=[&quot;sixth=((right-left+1)/6)|0&quot;,&quot;index1=left+sixth&quot;,&quot;index5=right-sixth&quot;,&quot;index3=(left+right)&gt;&gt;1&quot;,&quot;index2=index3-sixth&quot;,&quot;index4=index3+sixth&quot;,&quot;el1=index1&quot;,&quot;el2=index2&quot;,&quot;el3=index3&quot;,&quot;el4=index4&quot;,&quot;el5=index5&quot;,&quot;less=left+1&quot;,&quot;great=right-1&quot;,&quot;pivots_are_equal=true&quot;,&quot;tmp&quot;,&quot;tmp0&quot;,&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;k&quot;,&quot;ptr0&quot;,&quot;ptr1&quot;,&quot;ptr2&quot;,&quot;comp_pivot1=0&quot;,&quot;comp_pivot2=0&quot;,&quot;comp=0&quot;];if(t.length&gt;1){for(var h=[],d=1;d&lt;t.length;++d)h.push(&quot;n&quot;+d),f.push(&quot;i&quot;+d);for(d=0;d&lt;8;++d)f.push(&quot;b_ptr&quot;+d);f.push(&quot;ptr3&quot;,&quot;ptr4&quot;,&quot;ptr5&quot;,&quot;ptr6&quot;,&quot;ptr7&quot;,&quot;pivot_ptr&quot;,&quot;ptr_shift&quot;,&quot;elementSize=&quot;+h.join(&quot;*&quot;)),u?f.push(&quot;pivot1=malloc(elementSize)&quot;,&quot;pivot2=malloc(elementSize)&quot;):f.push(&quot;pivot1=new Array(elementSize),pivot2=new Array(elementSize)&quot;)}else f.push(&quot;pivot1&quot;,&quot;pivot2&quot;);function p(t){return[&quot;(offset+&quot;,t,&quot;*s0)&quot;].join(&quot;&quot;)}function g(t){return&quot;generic&quot;===e?[&quot;data.get(&quot;,t,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]&quot;].join(&quot;&quot;)}function v(t,r){return&quot;generic&quot;===e?[&quot;data.set(&quot;,t,&quot;,&quot;,r,&quot;)&quot;].join(&quot;&quot;):[&quot;data[&quot;,t,&quot;]=&quot;,r].join(&quot;&quot;)}function m(e,r,i){if(1===e.length)n.push(&quot;ptr0=&quot;+p(e[0]));else for(var a=0;a&lt;e.length;++a)n.push([&quot;b_ptr&quot;,a,&quot;=s0*&quot;,e[a]].join(&quot;&quot;));for(r&amp;&amp;n.push(&quot;pivot_ptr=0&quot;),n.push(&quot;ptr_shift=offset&quot;),a=t.length-1;a&gt;=0;--a)0!==(o=t[a])&amp;&amp;n.push([&quot;for(i&quot;,o,&quot;=0;i&quot;,o,&quot;&lt;n&quot;,o,&quot;;++i&quot;,o,&quot;){&quot;].join(&quot;&quot;));if(e.length&gt;1)for(a=0;a&lt;e.length;++a)n.push([&quot;ptr&quot;,a,&quot;=b_ptr&quot;,a,&quot;+ptr_shift&quot;].join(&quot;&quot;));for(n.push(i),r&amp;&amp;n.push(&quot;++pivot_ptr&quot;),a=0;a&lt;t.length;++a){var o;0!==(o=t[a])&amp;&amp;(e.length&gt;1?n.push(&quot;ptr_shift+=d&quot;+o):n.push(&quot;ptr0+=d&quot;+o),n.push(&quot;}&quot;))}}function y(e,r,i,a){if(1===r.length)n.push(&quot;ptr0=&quot;+p(r[0]));else{for(var o=0;o&lt;r.length;++o)n.push([&quot;b_ptr&quot;,o,&quot;=s0*&quot;,r[o]].join(&quot;&quot;));n.push(&quot;ptr_shift=offset&quot;)}for(i&amp;&amp;n.push(&quot;pivot_ptr=0&quot;),e&amp;&amp;n.push(e+&quot;:&quot;),o=1;o&lt;t.length;++o)n.push([&quot;for(i&quot;,o,&quot;=0;i&quot;,o,&quot;&lt;n&quot;,o,&quot;;++i&quot;,o,&quot;){&quot;].join(&quot;&quot;));if(r.length&gt;1)for(o=0;o&lt;r.length;++o)n.push([&quot;ptr&quot;,o,&quot;=b_ptr&quot;,o,&quot;+ptr_shift&quot;].join(&quot;&quot;));for(n.push(a),o=t.length-1;o&gt;=1;--o)i&amp;&amp;n.push(&quot;pivot_ptr+=f&quot;+o),r.length&gt;1?n.push(&quot;ptr_shift+=e&quot;+o):n.push(&quot;ptr0+=e&quot;+o),n.push(&quot;}&quot;)}function b(){t.length&gt;1&amp;&amp;u&amp;&amp;n.push(&quot;free(pivot1)&quot;,&quot;free(pivot2)&quot;)}function x(e,r){var i=&quot;el&quot;+e,a=&quot;el&quot;+r;if(t.length&gt;1){var o=&quot;__l&quot;+ ++c;y(o,[i,a],!1,[&quot;comp=&quot;,g(&quot;ptr0&quot;),&quot;-&quot;,g(&quot;ptr1&quot;),&quot;\\n&quot;,&quot;if(comp&gt;0){tmp0=&quot;,i,&quot;;&quot;,i,&quot;=&quot;,a,&quot;;&quot;,a,&quot;=tmp0;break &quot;,o,&quot;}\\n&quot;,&quot;if(comp&lt;0){break &quot;,o,&quot;}&quot;].join(&quot;&quot;))}else n.push([&quot;if(&quot;,g(p(i)),&quot;&gt;&quot;,g(p(a)),&quot;){tmp0=&quot;,i,&quot;;&quot;,i,&quot;=&quot;,a,&quot;;&quot;,a,&quot;=tmp0}&quot;].join(&quot;&quot;))}function _(e,r){t.length&gt;1?m([e,r],!1,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;))):n.push(v(p(e),g(p(r))))}function w(e,r,i){if(t.length&gt;1){var a=&quot;__l&quot;+ ++c;y(a,[r],!0,[e,&quot;=&quot;,g(&quot;ptr0&quot;),&quot;-pivot&quot;,i,&quot;[pivot_ptr]\\n&quot;,&quot;if(&quot;,e,&quot;!==0){break &quot;,a,&quot;}&quot;].join(&quot;&quot;))}else n.push([e,&quot;=&quot;,g(p(r)),&quot;-pivot&quot;,i].join(&quot;&quot;))}function A(e,r){t.length&gt;1?m([e,r],!1,[&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,&quot;tmp&quot;)].join(&quot;&quot;)):n.push([&quot;ptr0=&quot;,p(e),&quot;\\n&quot;,&quot;ptr1=&quot;,p(r),&quot;\\n&quot;,&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,&quot;tmp&quot;)].join(&quot;&quot;))}function M(e,r,i){t.length&gt;1?(m([e,r,i],!1,[&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,g(&quot;ptr2&quot;)),&quot;\\n&quot;,v(&quot;ptr2&quot;,&quot;tmp&quot;)].join(&quot;&quot;)),n.push(&quot;++&quot;+r,&quot;--&quot;+i)):n.push([&quot;ptr0=&quot;,p(e),&quot;\\n&quot;,&quot;ptr1=&quot;,p(r),&quot;\\n&quot;,&quot;ptr2=&quot;,p(i),&quot;\\n&quot;,&quot;++&quot;,r,&quot;\\n&quot;,&quot;--&quot;,i,&quot;\\n&quot;,&quot;tmp=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,g(&quot;ptr2&quot;)),&quot;\\n&quot;,v(&quot;ptr2&quot;,&quot;tmp&quot;)].join(&quot;&quot;))}function T(t,e){A(t,e),n.push(&quot;--&quot;+e)}function k(e,r,i){t.length&gt;1?m([e,r],!0,[v(&quot;ptr0&quot;,g(&quot;ptr1&quot;)),&quot;\\n&quot;,v(&quot;ptr1&quot;,[&quot;pivot&quot;,i,&quot;[pivot_ptr]&quot;].join(&quot;&quot;))].join(&quot;&quot;)):n.push(v(p(e),g(p(r))),v(p(r),&quot;pivot&quot;+i))}function E(e,r){n.push([&quot;if((&quot;,r,&quot;-&quot;,e,&quot;)&lt;=&quot;,i,&quot;){\\n&quot;,&quot;insertionSort(&quot;,e,&quot;,&quot;,r,&quot;,data,offset,&quot;,o(t.length).join(&quot;,&quot;),&quot;)\\n&quot;,&quot;}else{\\n&quot;,s,&quot;(&quot;,e,&quot;,&quot;,r,&quot;,data,offset,&quot;,o(t.length).join(&quot;,&quot;),&quot;)\\n&quot;,&quot;}&quot;].join(&quot;&quot;))}function L(e,r,i){t.length&gt;1?(n.push([&quot;__l&quot;,++c,&quot;:while(true){&quot;].join(&quot;&quot;)),m([e],!0,[&quot;if(&quot;,g(&quot;ptr0&quot;),&quot;!==pivot&quot;,r,&quot;[pivot_ptr]){break __l&quot;,c,&quot;}&quot;].join(&quot;&quot;)),n.push(i,&quot;}&quot;)):n.push([&quot;while(&quot;,g(p(e)),&quot;===pivot&quot;,r,&quot;){&quot;,i,&quot;}&quot;].join(&quot;&quot;))}return n.push(&quot;var &quot;+f.join(&quot;,&quot;)),x(1,2),x(4,5),x(1,3),x(2,3),x(1,4),x(3,4),x(2,5),x(2,3),x(4,5),t.length&gt;1?m([&quot;el1&quot;,&quot;el2&quot;,&quot;el3&quot;,&quot;el4&quot;,&quot;el5&quot;,&quot;index1&quot;,&quot;index3&quot;,&quot;index5&quot;],!0,[&quot;pivot1[pivot_ptr]=&quot;,g(&quot;ptr1&quot;),&quot;\\n&quot;,&quot;pivot2[pivot_ptr]=&quot;,g(&quot;ptr3&quot;),&quot;\\n&quot;,&quot;pivots_are_equal=pivots_are_equal&amp;&amp;(pivot1[pivot_ptr]===pivot2[pivot_ptr])\\n&quot;,&quot;x=&quot;,g(&quot;ptr0&quot;),&quot;\\n&quot;,&quot;y=&quot;,g(&quot;ptr2&quot;),&quot;\\n&quot;,&quot;z=&quot;,g(&quot;ptr4&quot;),&quot;\\n&quot;,v(&quot;ptr5&quot;,&quot;x&quot;),&quot;\\n&quot;,v(&quot;ptr6&quot;,&quot;y&quot;),&quot;\\n&quot;,v(&quot;ptr7&quot;,&quot;z&quot;)].join(&quot;&quot;)):n.push([&quot;pivot1=&quot;,g(p(&quot;el2&quot;)),&quot;\\n&quot;,&quot;pivot2=&quot;,g(p(&quot;el4&quot;)),&quot;\\n&quot;,&quot;pivots_are_equal=pivot1===pivot2\\n&quot;,&quot;x=&quot;,g(p(&quot;el1&quot;)),&quot;\\n&quot;,&quot;y=&quot;,g(p(&quot;el3&quot;)),&quot;\\n&quot;,&quot;z=&quot;,g(p(&quot;el5&quot;)),&quot;\\n&quot;,v(p(&quot;index1&quot;),&quot;x&quot;),&quot;\\n&quot;,v(p(&quot;index3&quot;),&quot;y&quot;),&quot;\\n&quot;,v(p(&quot;index5&quot;),&quot;z&quot;)].join(&quot;&quot;)),_(&quot;index2&quot;,&quot;left&quot;),_(&quot;index4&quot;,&quot;right&quot;),n.push(&quot;if(pivots_are_equal){&quot;),n.push(&quot;for(k=less;k&lt;=great;++k){&quot;),w(&quot;comp&quot;,&quot;k&quot;,1),n.push(&quot;if(comp===0){continue}&quot;),n.push(&quot;if(comp&lt;0){&quot;),n.push(&quot;if(k!==less){&quot;),A(&quot;k&quot;,&quot;less&quot;),n.push(&quot;}&quot;),n.push(&quot;++less&quot;),n.push(&quot;}else{&quot;),n.push(&quot;while(true){&quot;),w(&quot;comp&quot;,&quot;great&quot;,1),n.push(&quot;if(comp&gt;0){&quot;),n.push(&quot;great--&quot;),n.push(&quot;}else 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i=t.distance;i&amp;&amp;i&gt;0&amp;&amp;this.radius.set(e,Math.log(i)),this.setDistanceLimits(t.zoomMin,t.zoomMax)}},{&quot;./lib/quatFromFrame&quot;:289,&quot;filtered-vector&quot;:91,&quot;gl-mat4/fromQuat&quot;:121,&quot;gl-mat4/invert&quot;:124,&quot;gl-mat4/lookAt&quot;:125}],291:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;repeat-string&quot;);e.exports=function(t,e,r){return n(r=&quot;undefined&quot;!=typeof r?r+&quot;&quot;:&quot; &quot;,e)+t}},{&quot;repeat-string&quot;:315}],292:[function(t,e,r){e.exports=function(t,e){e||(e=[0,&quot;&quot;]),t=String(t);var r=parseFloat(t,10);return e[0]=r,e[1]=t.match(/[\\d.\\-\\+]*\\s*(.*)/)[1]||&quot;&quot;,e}},{}],293:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.length;if(e&lt;n){for(var r=1,a=0;a&lt;e;++a)for(var o=0;o&lt;a;++o)if(t[a]&lt;t[o])r=-r;else if(t[a]===t[o])return 0;return r}for(var s=i.mallocUint8(e),a=0;a&lt;e;++a)s[a]=0;for(var r=1,a=0;a&lt;e;++a)if(!s[a]){var l=1;s[a]=1;for(var 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n=t(&quot;edges-to-adjacency-list&quot;),i=t(&quot;planar-dual&quot;),a=t(&quot;point-in-big-polygon&quot;),o=t(&quot;two-product&quot;),s=t(&quot;robust-sum&quot;),l=t(&quot;uniq&quot;),u=t(&quot;./lib/trim-leaves&quot;);function c(t,e){for(var r=new Array(t),n=0;n&lt;t;++n)r[n]=e;return r}},{&quot;./lib/trim-leaves&quot;:296,&quot;edges-to-adjacency-list&quot;:87,&quot;planar-dual&quot;:295,&quot;point-in-big-polygon&quot;:298,&quot;robust-sum&quot;:327,&quot;two-product&quot;:346,uniq:350}],298:[function(t,e,r){e.exports=function(t){for(var e=t.length,r=[],a=[],s=0;s&lt;e;++s)for(var c=t[s],f=c.length,h=f-1,d=0;d&lt;f;h=d++){var p=c[h],g=c[d];p[0]===g[0]?a.push([p,g]):r.push([p,g])}if(0===r.length)return 0===a.length?u:(v=l(a),function(t){return v(t[0],t[1])?0:1});var v;var m=i(r),y=function(t,e){return function(r){var i=o.le(e,r[0]);if(i&lt;0)return 1;var a=t[i];if(!a){if(!(i&gt;0&amp;&amp;e[i]===r[0]))return 1;a=t[i-1]}for(var s=1;a;){var 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n,i=t(&quot;./lib/build-log&quot;),a=t(&quot;./lib/epsilon&quot;),o=t(&quot;./lib/intersecter&quot;),s=t(&quot;./lib/segment-chainer&quot;),l=t(&quot;./lib/segment-selector&quot;),u=t(&quot;./lib/geojson&quot;),c=!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?c=i():!1===t&amp;&amp;(c=!1),!1!==c&amp;&amp;c.list},epsilon:function(t){return f.epsilon(t)},segments:function(t){var e=o(!0,f,c);return t.regions.forEach(e.addRegion),{segments:e.calculate(t.inverted),inverted:t.inverted}},combine:function(t,e){return{combined:o(!1,f,c).calculate(t.segments,t.inverted,e.segments,e.inverted),inverted1:t.inverted,inverted2:e.inverted}},selectUnion:function(t){return{segments:l.union(t.combined,c),inverted:t.inverted1||t.inverted2}},selectIntersect:function(t){return{segments:l.intersect(t.combined,c),inverted:t.inverted1&amp;&amp;t.inverted2}},selectDifference:function(t){return{segments:l.difference(t.combined,c),inverted:t.inverted1&amp;&amp;!t.inverted2}},selectDifferenceRev:function(t){return{segments:l.differenceRev(t.combined,c),inverted:!t.inverted1&amp;&amp;t.inverted2}},selectXor:function(t){return{segments:l.xor(t.combined,c),inverted:t.inverted1!==t.inverted2}},polygon:function(t){return{regions:s(t.segments,f,c),inverted:t.inverted}},polygonFromGeoJSON:function(t){return u.toPolygon(n,t)},polygonToGeoJSON:function(t){return u.fromPolygon(n,f,t)},union:function(t,e){return h(t,e,n.selectUnion)},intersect:function(t,e){return h(t,e,n.selectIntersect)},difference:function(t,e){return h(t,e,n.selectDifference)},differenceRev:function(t,e){return h(t,e,n.selectDifferenceRev)},xor:function(t,e){return h(t,e,n.selectXor)}},&quot;object&quot;==typeof window&amp;&amp;(window.PolyBool=n),e.exports=n},{&quot;./lib/build-log&quot;:300,&quot;./lib/epsilon&quot;:301,&quot;./lib/geojson&quot;:302,&quot;./lib/intersecter&quot;:303,&quot;./lib/segment-chainer&quot;:305,&quot;./lib/segment-selector&quot;:306}],300:[function(t,e,r){e.exports=function(){var t,e=0,r=!1;function n(e,r){return t.list.push({type:e,data:r?JSON.parse(JSON.stringify(r)):void 0}),t}return t={list:[],segmentId:function(){return e++},checkIntersection:function(t,e){return n(&quot;check&quot;,{seg1:t,seg2:e})},segmentChop:function(t,e){return n(&quot;div_seg&quot;,{seg:t,pt:e}),n(&quot;chop&quot;,{seg:t,pt:e})},statusRemove:function(t){return 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n(&quot;chain_rem_tail&quot;,{index:t,pt:e})},chainNew:function(t,e){return n(&quot;chain_new&quot;,{pt1:t,pt2:e})},chainMatch:function(t){return n(&quot;chain_match&quot;,{index:t})},chainClose:function(t){return n(&quot;chain_close&quot;,{index:t})},chainAddHead:function(t,e){return n(&quot;chain_add_head&quot;,{index:t,pt:e})},chainAddTail:function(t,e){return n(&quot;chain_add_tail&quot;,{index:t,pt:e})},chainConnect:function(t,e){return n(&quot;chain_con&quot;,{index1:t,index2:e})},chainReverse:function(t){return n(&quot;chain_rev&quot;,{index:t})},chainJoin:function(t,e){return n(&quot;chain_join&quot;,{index1:t,index2:e})},done:function(){return n(&quot;done&quot;)}}}},{}],301:[function(t,e,r){e.exports=function(t){&quot;number&quot;!=typeof t&amp;&amp;(t=1e-10);var e={epsilon:function(e){return&quot;number&quot;==typeof e&amp;&amp;(t=e),t},pointAboveOrOnLine:function(e,r,n){var 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u(t.region,!0)}for(s=0;s&lt;a.children.length;s++)f(a.children[s]);return c.length&lt;=0?{type:&quot;Polygon&quot;,coordinates:[]}:1==c.length?{type:&quot;Polygon&quot;,coordinates:c[0]}:{type:&quot;MultiPolygon&quot;,coordinates:c}}};e.exports=n},{}],303:[function(t,e,r){var n=t(&quot;./linked-list&quot;);e.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,function(n){return function(t,r,n,i,a,o){var s=e.pointsCompare(r,a);return 0!==s?s:e.pointsSame(n,o)?0:t!==i?t?1:-1:e.pointAboveOrOnLine(n,i?a:o,i?o:a)?1:-1}(t.isStart,t.pt,r,n.isStart,n.pt,n.other.pt)&lt;0})}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&amp;&amp;r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function u(i,o){var s=n.create();function u(t){return s.findTransition(function(r){var n,i,a,o,s,l;return n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,(e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)?1:e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)&gt;0})}function c(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,u=a.start,c=a.end;r&amp;&amp;r.checkIntersection(i,a);var f=e.linesIntersect(o,s,u,c);if(!1===f){if(!e.pointsCollinear(o,s,u))return!1;if(e.pointsSame(o,c)||e.pointsSame(s,u))return!1;var h=e.pointsSame(o,u),d=e.pointsSame(s,c);if(h&amp;&amp;d)return n;var p=!h&amp;&amp;e.pointBetween(o,u,c),g=!d&amp;&amp;e.pointBetween(s,u,c);if(h)return g?l(n,s):l(t,c),n;p&amp;&amp;(d||(g?l(n,s):l(t,c)),l(n,o))}else 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m,y,b=v();if(b)t?(y=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&amp;&amp;(b.seg.myFill.above=!b.seg.myFill.above):b.seg.otherFill=h.seg.myFill,r&amp;&amp;r.segmentUpdate(b.seg),h.other.remove(),h.remove();if(a.getHead()!==h){r&amp;&amp;r.rewind(h.seg);continue}t?(y=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below,h.seg.myFill.below=g?g.seg.myFill.above:i,h.seg.myFill.above=y?!h.seg.myFill.below:h.seg.myFill.below):null===h.seg.otherFill&amp;&amp;(m=g?h.primary===g.primary?g.seg.otherFill.above:g.seg.myFill.above:h.primary?o:i,h.seg.otherFill={above:m,below:m}),r&amp;&amp;r.status(h.seg,!!p&amp;&amp;p.seg,!!g&amp;&amp;g.seg),h.other.status=d.insert(n.node({ev:h}))}else{var x=h.status;if(null===x)throw new Error(&quot;PolyBool: Zero-length segment detected; your epsilon is probably too small or too 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C=L[1],O=L[5],R=L[9],P=L[2],z=L[6],I=L[10],N=O*I-R*z,D=R*P-C*I,F=C*z-O*P,j=u(N,D,F);N/=j,D/=j,F/=j,L[0]=N,L[4]=D,L[8]=F;for(a=0;a&lt;3;++a)E[a]=x[a]+L[2+4*a]*d;for(a=0;a&lt;3;++a){c=0;for(var B=0;B&lt;3;++B)c+=L[a+4*B]*E[B];L[12+a]=-c}L[15]=1},d.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n&lt;16;++n)e[n]=r[n];return e}return r};var p=[0,0,0];d.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;p[0]=i[2],p[1]=i[6],p[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,u=0;u&lt;3;++u)i[4*u]=o[u],i[4*u+1]=s[u],i[4*u+2]=l[u];a(i,i,n,p);for(u=0;u&lt;3;++u)o[u]=i[4*u],s[u]=i[4*u+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},d.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),i[1]),o=i[5],s=i[9],l=u(a,o,s);a/=l,o/=l,s/=l;var 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L=e[1],S=e[5],C=e[9],O=L*b+S*x+C*_,R=L*M+S*T+C*k;m=N&lt;0?-Math.PI/2:Math.PI/2,y=Math.atan2(R,O)}else{var P=e[2],z=e[6],I=e[10],N=P*s+z*l+I*f,D=P*b+z*x+I*_,F=P*M+z*T+I*k;m=Math.asin(c(N)),y=Math.atan2(F,D)}this.angle.jump(t,y,m),this.recalcMatrix(t);var j=e[2],B=e[6],U=e[10],V=this.computedMatrix;i(V,e);var H=V[15],q=V[12]/H,G=V[13]/H,X=V[14]/H,W=Math.exp(this.computedRadius[0]);this.center.jump(t,q-j*W,G-B*W,X-U*W)},d.lastT=function(){return Math.max(this.center.lastT(),this.up.lastT(),this.right.lastT(),this.radius.lastT(),this.angle.lastT())},d.idle=function(t){this.center.idle(t),this.up.idle(t),this.right.idle(t),this.radius.idle(t),this.angle.idle(t)},d.flush=function(t){this.center.flush(t),this.up.flush(t),this.right.flush(t),this.radius.flush(t),this.angle.flush(t)},d.setDistance=function(t,e){e&gt;0&amp;&amp;this.radius.set(t,Math.log(e))},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||this.computedCenter;var 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n=t(&quot;./arrow_paths&quot;),i=t(&quot;../../plots/font_attributes&quot;),a=t(&quot;../../plots/cartesian/constants&quot;),o=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=o(&quot;annotation&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},text:{valType:&quot;string&quot;,editType:&quot;calc+arraydraw&quot;},textangle:{valType:&quot;angle&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},font:i({editType:&quot;calc+arraydraw&quot;,colorEditType:&quot;arraydraw&quot;}),width:{valType:&quot;number&quot;,min:1,dflt:null,editType:&quot;calc+arraydraw&quot;},height:{valType:&quot;number&quot;,min:1,dflt:null,editType:&quot;calc+arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},align:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;center&quot;,editType:&quot;arraydraw&quot;},valign:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;,editType:&quot;arraydraw&quot;},bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},bordercolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;arraydraw&quot;},borderpad:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;calc+arraydraw&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;calc+arraydraw&quot;},showarrow:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc+arraydraw&quot;},arrowcolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},arrowhead:{valType:&quot;integer&quot;,min:0,max:n.length,dflt:1,editType:&quot;arraydraw&quot;},startarrowhead:{valType:&quot;integer&quot;,min:0,max:n.length,dflt:1,editType:&quot;arraydraw&quot;},arrowside:{valType:&quot;flaglist&quot;,flags:[&quot;end&quot;,&quot;start&quot;],extras:[&quot;none&quot;],dflt:&quot;end&quot;,editType:&quot;arraydraw&quot;},arrowsize:{valType:&quot;number&quot;,min:.3,dflt:1,editType:&quot;calc+arraydraw&quot;},startarrowsize:{valType:&quot;number&quot;,min:.3,dflt:1,editType:&quot;calc+arraydraw&quot;},arrowwidth:{valType:&quot;number&quot;,min:.1,editType:&quot;calc+arraydraw&quot;},standoff:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc+arraydraw&quot;},startstandoff:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc+arraydraw&quot;},ax:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},ay:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},axref:{valType:&quot;enumerated&quot;,dflt:&quot;pixel&quot;,values:[&quot;pixel&quot;,a.idRegex.x.toString()],editType:&quot;calc&quot;},ayref:{valType:&quot;enumerated&quot;,dflt:&quot;pixel&quot;,values:[&quot;pixel&quot;,a.idRegex.y.toString()],editType:&quot;calc&quot;},xref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,a.idRegex.x.toString()],editType:&quot;calc&quot;},x:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;auto&quot;,editType:&quot;calc+arraydraw&quot;},xshift:{valType:&quot;number&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},yref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,a.idRegex.y.toString()],editType:&quot;calc&quot;},y:{valType:&quot;any&quot;,editType:&quot;calc+arraydraw&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;auto&quot;,editType:&quot;calc+arraydraw&quot;},yshift:{valType:&quot;number&quot;,dflt:0,editType:&quot;calc+arraydraw&quot;},clicktoshow:{valType:&quot;enumerated&quot;,values:[!1,&quot;onoff&quot;,&quot;onout&quot;],dflt:!1,editType:&quot;arraydraw&quot;},xclick:{valType:&quot;any&quot;,editType:&quot;arraydraw&quot;},yclick:{valType:&quot;any&quot;,editType:&quot;arraydraw&quot;},hovertext:{valType:&quot;string&quot;,editType:&quot;arraydraw&quot;},hoverlabel:{bgcolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},bordercolor:{valType:&quot;color&quot;,editType:&quot;arraydraw&quot;},font:i({editType:&quot;arraydraw&quot;}),editType:&quot;arraydraw&quot;},captureevents:{valType:&quot;boolean&quot;,editType:&quot;arraydraw&quot;},editType:&quot;calc&quot;,_deprecated:{ref:{valType:&quot;string&quot;,editType:&quot;calc&quot;}}})},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../plots/font_attributes&quot;:567,&quot;./arrow_paths&quot;:360}],362:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;./draw&quot;).draw;function o(t){var e=t._fullLayout;n.filterVisible(e.annotations).forEach(function(e){var r=i.getFromId(t,e.xref),n=i.getFromId(t,e.yref);e._extremes={},r&amp;&amp;s(e,r),n&amp;&amp;s(e,n)})}function s(t,e){var r,n=e._id,a=n.charAt(0),o=t[a],s=t[&quot;a&quot;+a],l=t[a+&quot;ref&quot;],u=t[&quot;a&quot;+a+&quot;ref&quot;],c=t[&quot;_&quot;+a+&quot;padplus&quot;],f=t[&quot;_&quot;+a+&quot;padminus&quot;],h={x:1,y:-1}[a]*t[a+&quot;shift&quot;],d=3*t.arrowsize*t.arrowwidth||0,p=d+h,g=d-h,v=3*t.startarrowsize*t.arrowwidth||0,m=v+h,y=v-h;if(u===l){var b=i.findExtremes(e,[e.r2c(o)],{ppadplus:p,ppadminus:g}),x=i.findExtremes(e,[e.r2c(s)],{ppadplus:Math.max(c,m),ppadminus:Math.max(f,y)});r={min:[b.min[0],x.min[0]],max:[b.max[0],x.max[0]]}}else m=s?m+s:m,y=s?y-s:y,r=i.findExtremes(e,[e.r2c(o)],{ppadplus:Math.max(c,p,m),ppadminus:Math.max(f,g,y)});t._extremes[n]=r}e.exports=function(t){var e=t._fullLayout;if(n.filterVisible(e.annotations).length&amp;&amp;t._fullData.length)return n.syncOrAsync([a,o],t)}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./draw&quot;:367}],363:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plot_api/plot_template&quot;).arrayEditor;function o(t,e){var r,n,i,a,o,l,u,c=t._fullLayout.annotations,f=[],h=[],d=[],p=(e||[]).length;for(r=0;r&lt;c.length;r++)if(a=(i=c[r]).clicktoshow){for(n=0;n&lt;p;n++)if(l=(o=e[n]).xaxis,u=o.yaxis,l._id===i.xref&amp;&amp;u._id===i.yref&amp;&amp;l.d2r(o.x)===s(i._xclick,l)&amp;&amp;u.d2r(o.y)===s(i._yclick,u)){(i.visible?&quot;onout&quot;===a?h:d:f).push(r);break}n===p&amp;&amp;i.visible&amp;&amp;&quot;onout&quot;===a&amp;&amp;h.push(r)}return{on:f,off:h,explicitOff:d}}function s(t,e){return&quot;log&quot;===e.type?e.l2r(t):e.d2r(t)}e.exports={hasClickToShow:function(t,e){var r=o(t,e);return r.on.length&gt;0||r.explicitOff.length&gt;0},onClick:function(t,e){var r,s,l=o(t,e),u=l.on,c=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!u.length&amp;&amp;!c.length)return;for(r=0;r&lt;u.length;r++)(s=a(t.layout,&quot;annotations&quot;,h[u[r]])).modifyItem(&quot;visible&quot;,!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r&lt;c.length;r++)(s=a(t.layout,&quot;annotations&quot;,h[c[r]])).modifyItem(&quot;visible&quot;,!1),n.extendFlat(f,s.getUpdateObj());return i.call(&quot;update&quot;,t,{},f)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../registry&quot;:592}],364:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../color&quot;);e.exports=function(t,e,r,a){a(&quot;opacity&quot;);var o=a(&quot;bgcolor&quot;),s=a(&quot;bordercolor&quot;),l=i.opacity(s);a(&quot;borderpad&quot;);var u=a(&quot;borderwidth&quot;),c=a(&quot;showarrow&quot;);if(a(&quot;text&quot;,c?&quot; &quot;:r._dfltTitle.annotation),a(&quot;textangle&quot;),n.coerceFont(a,&quot;font&quot;,r.font),a(&quot;width&quot;),a(&quot;align&quot;),a(&quot;height&quot;)&amp;&amp;a(&quot;valign&quot;),c){var f,h,d=a(&quot;arrowside&quot;);-1!==d.indexOf(&quot;end&quot;)&amp;&amp;(f=a(&quot;arrowhead&quot;),h=a(&quot;arrowsize&quot;)),-1!==d.indexOf(&quot;start&quot;)&amp;&amp;(a(&quot;startarrowhead&quot;,f),a(&quot;startarrowsize&quot;,h)),a(&quot;arrowcolor&quot;,l?e.bordercolor:i.defaultLine),a(&quot;arrowwidth&quot;,2*(l&amp;&amp;u||1)),a(&quot;standoff&quot;),a(&quot;startstandoff&quot;)}var p=a(&quot;hovertext&quot;),g=r.hoverlabel||{};if(p){var v=a(&quot;hoverlabel.bgcolor&quot;,g.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),m=a(&quot;hoverlabel.bordercolor&quot;,g.bordercolor||i.contrast(v));n.coerceFont(a,&quot;hoverlabel.font&quot;,{family:g.font.family,size:g.font.size,color:g.font.color||m})}a(&quot;captureevents&quot;,!!p)}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376}],365:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib/to_log_range&quot;);e.exports=function(t,e,r,a){e=e||{};var o=&quot;log&quot;===r&amp;&amp;&quot;linear&quot;===e.type,s=&quot;linear&quot;===r&amp;&amp;&quot;log&quot;===e.type;if(o||s)for(var l,u,c=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h&lt;c.length;h++)l=c[h],u=&quot;annotations[&quot;+h+&quot;].&quot;,l[f+&quot;ref&quot;]===e._id&amp;&amp;d(f),l[&quot;a&quot;+f+&quot;ref&quot;]===e._id&amp;&amp;d(&quot;a&quot;+f);function d(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(u+t,s)}}},{&quot;../../lib/to_log_range&quot;:520,&quot;fast-isnumeric&quot;:90}],366:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./common_defaults&quot;),s=t(&quot;./attributes&quot;);function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(&quot;visible&quot;),u=a(&quot;clicktoshow&quot;);if(l||u){o(t,e,r,a);for(var c=e.showarrow,f=[&quot;x&quot;,&quot;y&quot;],h=[-10,-30],d={_fullLayout:r},p=0;p&lt;2;p++){var g=f[p],v=i.coerceRef(t,e,d,g,&quot;&quot;,&quot;paper&quot;);if(&quot;paper&quot;!==v)i.getFromId(d,v)._annIndices.push(e._index);if(i.coercePosition(e,d,a,v,g,.5),c){var m=&quot;a&quot;+g,y=i.coerceRef(t,e,d,m,&quot;pixel&quot;);&quot;pixel&quot;!==y&amp;&amp;y!==v&amp;&amp;(y=e[m]=&quot;pixel&quot;);var b=&quot;pixel&quot;===y?h[p]:.4;i.coercePosition(e,d,a,y,m,b)}a(g+&quot;anchor&quot;),a(g+&quot;shift&quot;)}if(n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),c&amp;&amp;n.noneOrAll(t,e,[&quot;ax&quot;,&quot;ay&quot;]),u){var x=a(&quot;xclick&quot;),_=a(&quot;yclick&quot;);e._xclick=void 0===x?e.x:i.cleanPosition(x,d,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,d,e.yref)}}}e.exports=function(t,e){a(t,e,{name:&quot;annotations&quot;,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:361,&quot;./common_defaults&quot;:364}],367:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../plots/cartesian/axes&quot;),l=t(&quot;../color&quot;),u=t(&quot;../drawing&quot;),c=t(&quot;../fx&quot;),f=t(&quot;../../lib/svg_text_utils&quot;),h=t(&quot;../../lib/setcursor&quot;),d=t(&quot;../dragelement&quot;),p=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,g=t(&quot;./draw_arrow_head&quot;);function v(t,e){var r=t._fullLayout.annotations[e]||{},n=s.getFromId(t,r.xref),i=s.getFromId(t,r.yref);n&amp;&amp;n.setScale(),i&amp;&amp;i.setScale(),m(t,r,e,!1,n,i)}function m(t,e,r,a,s,v){var m,y,b=t._fullLayout,x=t._fullLayout._size,_=t._context.edits;a?(m=&quot;annotation-&quot;+a,y=a+&quot;.annotations&quot;):(m=&quot;annotation&quot;,y=&quot;annotations&quot;);var w=p(t.layout,y,e),A=w.modifyBase,M=w.modifyItem,T=w.getUpdateObj;b._infolayer.selectAll(&quot;.&quot;+m+&#x27;[data-index=&quot;&#x27;+r+&#x27;&quot;]&#x27;).remove();var k=&quot;clip&quot;+b._uid+&quot;_ann&quot;+r;if(e._input&amp;&amp;!1!==e.visible){var E={x:{},y:{}},L=+e.textangle||0,S=b._infolayer.append(&quot;g&quot;).classed(m,!0).attr(&quot;data-index&quot;,String(r)).style(&quot;opacity&quot;,e.opacity),C=S.append(&quot;g&quot;).classed(&quot;annotation-text-g&quot;,!0),O=_[e.showarrow?&quot;annotationTail&quot;:&quot;annotationPosition&quot;],R=e.captureevents||_.annotationText||O,P=C.append(&quot;g&quot;).style(&quot;pointer-events&quot;,R?&quot;all&quot;:null).call(h,&quot;pointer&quot;).on(&quot;click&quot;,function(){t._dragging=!1;var i={index:r,annotation:e._input,fullAnnotation:e,event:n.event};a&amp;&amp;(i.subplotId=a),t.emit(&quot;plotly_clickannotation&quot;,i)});e.hovertext&amp;&amp;P.on(&quot;mouseover&quot;,function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();c.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:b._hoverlayer.node(),outerContainer:b._paper.node(),gd:t})}).on(&quot;mouseout&quot;,function(){c.loneUnhover(b._hoverlayer.node())});var z=e.borderwidth,I=e.borderpad,N=z+I,D=P.append(&quot;rect&quot;).attr(&quot;class&quot;,&quot;bg&quot;).style(&quot;stroke-width&quot;,z+&quot;px&quot;).call(l.stroke,e.bordercolor).call(l.fill,e.bgcolor),F=e.width||e.height,j=b._topclips.selectAll(&quot;#&quot;+k).data(F?[0]:[]);j.enter().append(&quot;clipPath&quot;).classed(&quot;annclip&quot;,!0).attr(&quot;id&quot;,k).append(&quot;rect&quot;),j.exit().remove();var B=e.font,U=b.meta?o.templateString(e.text,{meta:b.meta}):e.text,V=P.append(&quot;text&quot;).classed(&quot;annotation-text&quot;,!0).text(U);_.annotationText?V.call(f.makeEditable,{delegate:P,gd:t}).call(H).on(&quot;edit&quot;,function(r){e.text=r,this.call(H),M(&quot;text&quot;,r),s&amp;&amp;s.autorange&amp;&amp;A(s._name+&quot;.autorange&quot;,!0),v&amp;&amp;v.autorange&amp;&amp;A(v._name+&quot;.autorange&quot;,!0),i.call(&quot;_guiRelayout&quot;,t,T())}):V.call(H)}else n.selectAll(&quot;#&quot;+k).remove();function H(r){return r.call(u.font,B).attr({&quot;text-anchor&quot;:{left:&quot;start&quot;,right:&quot;end&quot;}[e.align]||&quot;middle&quot;}),f.convertToTspans(r,t,q),r}function q(){var r=V.selectAll(&quot;a&quot;);1===r.size()&amp;&amp;r.text()===V.text()&amp;&amp;P.insert(&quot;a&quot;,&quot;:first-child&quot;).attr({&quot;xlink:xlink:href&quot;:r.attr(&quot;xlink:href&quot;),&quot;xlink:xlink:show&quot;:r.attr(&quot;xlink:show&quot;)}).style({cursor:&quot;pointer&quot;}).node().appendChild(D.node());var n=P.select(&quot;.annotation-text-math-group&quot;),c=!n.empty(),p=u.bBox((c?n:V).node()),m=p.width,y=p.height,w=e.width||m,R=e.height||y,I=Math.round(w+2*N),B=Math.round(R+2*N);function U(t,e){return&quot;auto&quot;===e&amp;&amp;(e=t&lt;1/3?&quot;left&quot;:t&gt;2/3?&quot;right&quot;:&quot;center&quot;),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var H=!1,q=[&quot;x&quot;,&quot;y&quot;],G=0;G&lt;q.length;G++){var X,W,Y,Z,Q,$=q[G],J=e[$+&quot;ref&quot;]||$,K=e[&quot;a&quot;+$+&quot;ref&quot;],tt={x:s,y:v}[$],et=(L+(&quot;x&quot;===$?0:-90))*Math.PI/180,rt=I*Math.cos(et),nt=B*Math.sin(et),it=Math.abs(rt)+Math.abs(nt),at=e[$+&quot;anchor&quot;],ot=e[$+&quot;shift&quot;]*(&quot;x&quot;===$?1:-1),st=E[$];if(tt){var lt=tt.r2fraction(e[$]);(lt&lt;0||lt&gt;1)&amp;&amp;(K===J?((lt=tt.r2fraction(e[&quot;a&quot;+$]))&lt;0||lt&gt;1)&amp;&amp;(H=!0):H=!0),X=tt._offset+tt.r2p(e[$]),Z=.5}else&quot;x&quot;===$?(Y=e[$],X=x.l+x.w*Y):(Y=1-e[$],X=x.t+x.h*Y),Z=e.showarrow?.5:Y;if(e.showarrow){st.head=X;var ut=e[&quot;a&quot;+$];Q=rt*U(.5,e.xanchor)-nt*U(.5,e.yanchor),K===J?(st.tail=tt._offset+tt.r2p(ut),W=Q):(st.tail=X+ut,W=Q+ut),st.text=st.tail+Q;var ct=b[&quot;x&quot;===$?&quot;width&quot;:&quot;height&quot;];if(&quot;paper&quot;===J&amp;&amp;(st.head=o.constrain(st.head,1,ct-1)),&quot;pixel&quot;===K){var ft=-Math.max(st.tail-3,st.text),ht=Math.min(st.tail+3,st.text)-ct;ft&gt;0?(st.tail+=ft,st.text+=ft):ht&gt;0&amp;&amp;(st.tail-=ht,st.text-=ht)}st.tail+=ot,st.head+=ot}else W=Q=it*U(Z,at),st.text=X+Q;st.text+=ot,Q+=ot,W+=ot,e[&quot;_&quot;+$+&quot;padplus&quot;]=it/2+W,e[&quot;_&quot;+$+&quot;padminus&quot;]=it/2-W,e[&quot;_&quot;+$+&quot;size&quot;]=it,e[&quot;_&quot;+$+&quot;shift&quot;]=Q}if(t._dragging||!H){var dt=0,pt=0;if(&quot;left&quot;!==e.align&amp;&amp;(dt=(w-m)*(&quot;center&quot;===e.align?.5:1)),&quot;top&quot;!==e.valign&amp;&amp;(pt=(R-y)*(&quot;middle&quot;===e.valign?.5:1)),c)n.select(&quot;svg&quot;).attr({x:N+dt-1,y:N+pt}).call(u.setClipUrl,F?k:null,t);else{var gt=N+pt-p.top,vt=N+dt-p.left;V.call(f.positionText,vt,gt).call(u.setClipUrl,F?k:null,t)}j.select(&quot;rect&quot;).call(u.setRect,N,N,w,R),D.call(u.setRect,z/2,z/2,I-z,B-z),P.call(u.setTranslate,Math.round(E.x.text-I/2),Math.round(E.y.text-B/2)),C.attr({transform:&quot;rotate(&quot;+L+&quot;,&quot;+E.x.text+&quot;,&quot;+E.y.text+&quot;)&quot;});var mt,yt=function(r,n){S.selectAll(&quot;.annotation-arrow-g&quot;).remove();var c=E.x.head,f=E.y.head,h=E.x.tail+r,p=E.y.tail+n,m=E.x.text+r,y=E.y.text+n,b=o.rotationXYMatrix(L,m,y),w=o.apply2DTransform(b),k=o.apply2DTransform2(b),O=+D.attr(&quot;width&quot;),R=+D.attr(&quot;height&quot;),z=m-.5*O,I=z+O,N=y-.5*R,F=N+R,j=[[z,N,z,F],[z,F,I,F],[I,F,I,N],[I,N,z,N]].map(k);if(!j.reduce(function(t,e){return t^!!o.segmentsIntersect(c,f,c+1e6,f+1e6,e[0],e[1],e[2],e[3])},!1)){j.forEach(function(t){var e=o.segmentsIntersect(h,p,c,f,t[0],t[1],t[2],t[3]);e&amp;&amp;(h=e.x,p=e.y)});var B=e.arrowwidth,U=e.arrowcolor,V=e.arrowside,H=S.append(&quot;g&quot;).style({opacity:l.opacity(U)}).classed(&quot;annotation-arrow-g&quot;,!0),q=H.append(&quot;path&quot;).attr(&quot;d&quot;,&quot;M&quot;+h+&quot;,&quot;+p+&quot;L&quot;+c+&quot;,&quot;+f).style(&quot;stroke-width&quot;,B+&quot;px&quot;).call(l.stroke,l.rgb(U));if(g(q,V,e),_.annotationPosition&amp;&amp;q.node().parentNode&amp;&amp;!a){var G=c,X=f;if(e.standoff){var W=Math.sqrt(Math.pow(c-h,2)+Math.pow(f-p,2));G+=e.standoff*(h-c)/W,X+=e.standoff*(p-f)/W}var Y,Z,Q=H.append(&quot;path&quot;).classed(&quot;annotation-arrow&quot;,!0).classed(&quot;anndrag&quot;,!0).classed(&quot;cursor-move&quot;,!0).attr({d:&quot;M3,3H-3V-3H3ZM0,0L&quot;+(h-G)+&quot;,&quot;+(p-X),transform:&quot;translate(&quot;+G+&quot;,&quot;+X+&quot;)&quot;}).style(&quot;stroke-width&quot;,B+6+&quot;px&quot;).call(l.stroke,&quot;rgba(0,0,0,0)&quot;).call(l.fill,&quot;rgba(0,0,0,0)&quot;);d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(P);Y=t.x,Z=t.y,s&amp;&amp;s.autorange&amp;&amp;A(s._name+&quot;.autorange&quot;,!0),v&amp;&amp;v.autorange&amp;&amp;A(v._name+&quot;.autorange&quot;,!0)},moveFn:function(t,r){var n=w(Y,Z),i=n[0]+t,a=n[1]+r;P.call(u.setTranslate,i,a),M(&quot;x&quot;,s?s.p2r(s.r2p(e.x)+t):e.x+t/x.w),M(&quot;y&quot;,v?v.p2r(v.r2p(e.y)+r):e.y-r/x.h),e.axref===e.xref&amp;&amp;M(&quot;ax&quot;,s.p2r(s.r2p(e.ax)+t)),e.ayref===e.yref&amp;&amp;M(&quot;ay&quot;,v.p2r(v.r2p(e.ay)+r)),H.attr(&quot;transform&quot;,&quot;translate(&quot;+t+&quot;,&quot;+r+&quot;)&quot;),C.attr({transform:&quot;rotate(&quot;+L+&quot;,&quot;+i+&quot;,&quot;+a+&quot;)&quot;})},doneFn:function(){i.call(&quot;_guiRelayout&quot;,t,T());var e=document.querySelector(&quot;.js-notes-box-panel&quot;);e&amp;&amp;e.redraw(e.selectedObj)}})}}};if(e.showarrow&amp;&amp;yt(0,0),O)d.init({element:P.node(),gd:t,prepFn:function(){mt=C.attr(&quot;transform&quot;)},moveFn:function(t,r){var n=&quot;pointer&quot;;if(e.showarrow)e.axref===e.xref?M(&quot;ax&quot;,s.p2r(s.r2p(e.ax)+t)):M(&quot;ax&quot;,e.ax+t),e.ayref===e.yref?M(&quot;ay&quot;,v.p2r(v.r2p(e.ay)+r)):M(&quot;ay&quot;,e.ay+r),yt(t,r);else{if(a)return;var i,o;if(s)i=s.p2r(s.r2p(e.x)+t);else{var l=e._xsize/x.w,u=e.x+(e._xshift-e.xshift)/x.w-l/2;i=d.align(u+t/x.w,l,0,1,e.xanchor)}if(v)o=v.p2r(v.r2p(e.y)+r);else{var c=e._ysize/x.h,f=e.y-(e._yshift+e.yshift)/x.h-c/2;o=d.align(f-r/x.h,c,0,1,e.yanchor)}M(&quot;x&quot;,i),M(&quot;y&quot;,o),s&amp;&amp;v||(n=d.getCursor(s?.5:i,v?.5:o,e.xanchor,e.yanchor))}C.attr({transform:&quot;translate(&quot;+t+&quot;,&quot;+r+&quot;)&quot;+mt}),h(P,n)},doneFn:function(){h(P),i.call(&quot;_guiRelayout&quot;,t,T());var e=document.querySelector(&quot;.js-notes-box-panel&quot;);e&amp;&amp;e.redraw(e.selectedObj)}})}else P.remove()}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(&quot;.annotation&quot;).remove();for(var r=0;r&lt;e.annotations.length;r++)e.annotations[r].visible&amp;&amp;v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:m}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../fx&quot;:415,&quot;./draw_arrow_head&quot;:368,d3:81}],368:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;),a=t(&quot;./arrow_paths&quot;);e.exports=function(t,e,r){var o,s,l,u,c=t.node(),f=a[r.arrowhead||0],h=a[r.startarrowhead||0],d=(r.arrowwidth||1)*(r.arrowsize||1),p=(r.arrowwidth||1)*(r.startarrowsize||1),g=e.indexOf(&quot;start&quot;)&gt;=0,v=e.indexOf(&quot;end&quot;)&gt;=0,m=f.backoff*d+r.standoff,y=h.backoff*p+r.startstandoff;if(&quot;line&quot;===c.nodeName){o={x:+t.attr(&quot;x1&quot;),y:+t.attr(&quot;y1&quot;)},s={x:+t.attr(&quot;x2&quot;),y:+t.attr(&quot;y2&quot;)};var b=o.x-s.x,x=o.y-s.y;if(u=(l=Math.atan2(x,b))+Math.PI,m&amp;&amp;y&amp;&amp;m+y&gt;Math.sqrt(b*b+x*x))return void O();if(m){if(m*m&gt;b*b+x*x)return void O();var _=m*Math.cos(l),w=m*Math.sin(l);s.x+=_,s.y+=w,t.attr({x2:s.x,y2:s.y})}if(y){if(y*y&gt;b*b+x*x)return void O();var A=y*Math.cos(l),M=y*Math.sin(l);o.x-=A,o.y-=M,t.attr({x1:o.x,y1:o.y})}}else if(&quot;path&quot;===c.nodeName){var T=c.getTotalLength(),k=&quot;&quot;;if(T&lt;m+y)return void O();var E=c.getPointAtLength(0),L=c.getPointAtLength(.1);l=Math.atan2(E.y-L.y,E.x-L.x),o=c.getPointAtLength(Math.min(y,T)),k=&quot;0px,&quot;+y+&quot;px,&quot;;var S=c.getPointAtLength(T),C=c.getPointAtLength(T-.1);u=Math.atan2(S.y-C.y,S.x-C.x),s=c.getPointAtLength(Math.max(0,T-m)),k+=T-(k?y+m:m)+&quot;px,&quot;+T+&quot;px&quot;,t.style(&quot;stroke-dasharray&quot;,k)}function O(){t.style(&quot;stroke-dasharray&quot;,&quot;0px,100px&quot;)}function R(e,a,o,s){e.path&amp;&amp;(e.noRotate&amp;&amp;(o=0),n.select(c.parentNode).append(&quot;path&quot;).attr({class:t.attr(&quot;class&quot;),d:e.path,transform:&quot;translate(&quot;+a.x+&quot;,&quot;+a.y+&quot;)&quot;+(o?&quot;rotate(&quot;+180*o/Math.PI+&quot;)&quot;:&quot;&quot;)+&quot;scale(&quot;+s+&quot;)&quot;}).style({fill:i.rgb(r.arrowcolor),&quot;stroke-width&quot;:0}))}g&amp;&amp;R(h,o,l,p),v&amp;&amp;R(f,s,u,d)}},{&quot;../color&quot;:376,&quot;./arrow_paths&quot;:360,d3:81}],369:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;),i=t(&quot;./click&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;annotations&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;annotations&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:n.draw,drawOne:n.drawOne,drawRaw:n.drawRaw,hasClickToShow:i.hasClickToShow,onClick:i.onClick,convertCoords:t(&quot;./convert_coords&quot;)}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:361,&quot;./calc_autorange&quot;:362,&quot;./click&quot;:363,&quot;./convert_coords&quot;:365,&quot;./defaults&quot;:366,&quot;./draw&quot;:367}],370:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/attributes&quot;),i=t(&quot;../../plot_api/edit_types&quot;).overrideAll,a=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=i(a(&quot;annotation&quot;,{visible:n.visible,x:{valType:&quot;any&quot;},y:{valType:&quot;any&quot;},z:{valType:&quot;any&quot;},ax:{valType:&quot;number&quot;},ay:{valType:&quot;number&quot;},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}),&quot;calc&quot;,&quot;from-root&quot;)},{&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../annotations/attributes&quot;:361}],371:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;);function a(t,e){var r=e.fullSceneLayout.domain,a=e.fullLayout._size,o={pdata:null,type:&quot;linear&quot;,autorange:!1,range:[-1/0,1/0]};t._xa={},n.extendFlat(t._xa,o),i.setConvert(t._xa),t._xa._offset=a.l+r.x[0]*a.w,t._xa.l2p=function(){return.5*(1+t._pdata[0]/t._pdata[3])*a.w*(r.x[1]-r.x[0])},t._ya={},n.extendFlat(t._ya,o),i.setConvert(t._ya),t._ya._offset=a.t+(1-r.y[1])*a.h,t._ya.l2p=function(){return.5*(1-t._pdata[1]/t._pdata[3])*a.h*(r.y[1]-r.y[0])}}e.exports=function(t){for(var e=t.fullSceneLayout.annotations,r=0;r&lt;e.length;r++)a(e[r],t);t.fullLayout._infolayer.selectAll(&quot;.annotation-&quot;+t.id).remove()}},{&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541}],372:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;../annotations/common_defaults&quot;),s=t(&quot;./attributes&quot;);function l(t,e,r,a){function l(r,i){return n.coerce(t,e,s,r,i)}function u(t){var n=t+&quot;axis&quot;,a={_fullLayout:{}};return a._fullLayout[n]=r[n],i.coercePosition(e,a,l,t,t,.5)}l(&quot;visible&quot;)&amp;&amp;(o(t,e,a.fullLayout,l),u(&quot;x&quot;),u(&quot;y&quot;),u(&quot;z&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;]),e.xref=&quot;x&quot;,e.yref=&quot;y&quot;,e.zref=&quot;z&quot;,l(&quot;xanchor&quot;),l(&quot;yanchor&quot;),l(&quot;xshift&quot;),l(&quot;yshift&quot;),e.showarrow&amp;&amp;(e.axref=&quot;pixel&quot;,e.ayref=&quot;pixel&quot;,l(&quot;ax&quot;,-10),l(&quot;ay&quot;,-30),n.noneOrAll(t,e,[&quot;ax&quot;,&quot;ay&quot;])))}e.exports=function(t,e,r){a(t,e,{name:&quot;annotations&quot;,handleItemDefaults:l,fullLayout:r.fullLayout})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;../annotations/common_defaults&quot;:364,&quot;./attributes&quot;:370}],373:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../annotations/draw&quot;).drawRaw,i=t(&quot;../../plots/gl3d/project&quot;),a=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s&lt;o.length;s++){for(var l=o[s],u=!1,c=0;c&lt;3;c++){var f=a[c],h=l[f],d=e[f+&quot;axis&quot;].r2fraction(h);if(d&lt;0||d&gt;1){u=!0;break}}u?t.fullLayout._infolayer.select(&quot;.annotation-&quot;+t.id+&#x27;[data-index=&quot;&#x27;+s+&#x27;&quot;]&#x27;).remove():(l._pdata=i(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{&quot;../../plots/gl3d/project&quot;:579,&quot;../annotations/draw&quot;:367}],374:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;annotations3d&quot;,schema:{subplots:{scene:{annotations:t(&quot;./attributes&quot;)}}},layoutAttributes:t(&quot;./attributes&quot;),handleDefaults:t(&quot;./defaults&quot;),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var a=r.attrRegex,o=Object.keys(t),s=0;s&lt;o.length;s++){var l=o[s];a.test(l)&amp;&amp;(t[l].annotations||[]).length&amp;&amp;(i.pushUnique(e._basePlotModules,r),i.pushUnique(e._subplots.gl3d,l))}},convert:t(&quot;./convert&quot;),draw:t(&quot;./draw&quot;)}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:370,&quot;./convert&quot;:371,&quot;./defaults&quot;:372,&quot;./draw&quot;:373}],375:[function(t,e,r){&quot;use strict&quot;;r.defaults=[&quot;#1f77b4&quot;,&quot;#ff7f0e&quot;,&quot;#2ca02c&quot;,&quot;#d62728&quot;,&quot;#9467bd&quot;,&quot;#8c564b&quot;,&quot;#e377c2&quot;,&quot;#7f7f7f&quot;,&quot;#bcbd22&quot;,&quot;#17becf&quot;],r.defaultLine=&quot;#444&quot;,r.lightLine=&quot;#eee&quot;,r.background=&quot;#fff&quot;,r.borderLine=&quot;#BEC8D9&quot;,r.lightFraction=1e3/11},{}],376:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;),i=t(&quot;fast-isnumeric&quot;),a=e.exports={},o=t(&quot;./attributes&quot;);a.defaults=o.defaults;var s=a.defaultLine=o.defaultLine;a.lightLine=o.lightLine;var l=a.background=o.background;function u(t){if(i(t)||&quot;string&quot;!=typeof t)return t;var e=t.trim();if(&quot;rgb&quot;!==e.substr(0,3))return t;var r=e.match(/^rgba?\\s*\\(([^()]*)\\)$/);if(!r)return t;var n=r[1].trim().split(/\\s*[\\s,]\\s*/),a=&quot;a&quot;===e.charAt(3)&amp;&amp;4===n.length;if(!a&amp;&amp;3!==n.length)return t;for(var o=0;o&lt;n.length;o++){if(!n[o].length)return t;if(n[o]=Number(n[o]),!(n[o]&gt;=0))return t;if(3===o)n[o]&gt;1&amp;&amp;(n[o]=1);else if(n[o]&gt;=1)return t}var s=Math.round(255*n[0])+&quot;, &quot;+Math.round(255*n[1])+&quot;, &quot;+Math.round(255*n[2]);return a?&quot;rgba(&quot;+s+&quot;, &quot;+n[3]+&quot;)&quot;:&quot;rgb(&quot;+s+&quot;)&quot;}a.tinyRGB=function(t){var e=t.toRgb();return&quot;rgb(&quot;+Math.round(e.r)+&quot;, &quot;+Math.round(e.g)+&quot;, &quot;+Math.round(e.b)+&quot;)&quot;},a.rgb=function(t){return a.tinyRGB(n(t))},a.opacity=function(t){return t?n(t).getAlpha():0},a.addOpacity=function(t,e){var r=n(t).toRgb();return&quot;rgba(&quot;+Math.round(r.r)+&quot;, &quot;+Math.round(r.g)+&quot;, &quot;+Math.round(r.b)+&quot;, &quot;+e+&quot;)&quot;},a.combine=function(t,e){var r=n(t).toRgb();if(1===r.a)return n(t).toRgbString();var 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n={propContainer:et,propName:E(&quot;title&quot;),traceIndex:k().index,placeholder:v._dfltTitle.colorbar,containerGroup:st.select(&quot;.cbtitle&quot;)},i=&quot;h&quot;===e.charAt(0)?e.substr(1):&quot;h&quot;+e;st.selectAll(&quot;.&quot;+i+&quot;,.&quot;+i+&quot;-math-group&quot;).remove(),p.draw(t,e,c(n,r||{}))}v._infolayer.selectAll(&quot;g.&quot;+e).remove()}function k(){for(var r=e.substr(2),n=0;n&lt;t._fullData.length;n++){var i=t._fullData[n];if(i.uid===r)return i}}function E(t){var e=&quot;colorbar.&quot;,r=k()._module.colorbar.container;return r&amp;&amp;(e=r+&quot;.&quot;+e),e+t}return r.fillcolor=null,r.line={color:null,width:null,dash:null},r.levels={start:null,end:null,size:null},r.filllevels=null,r.fillgradient=null,r.zrange=null,Object.keys(r).forEach(function(t){T[t]=function(e){return arguments.length?(r[t]=u.isPlainObject(r[t])?u.extendFlat(r[t],e):e,T):r[t]}}),T.options=function(t){for(var e in t)&quot;function&quot;==typeof T[e]&amp;&amp;T[e](t[e]);return T},T._opts=r,T}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/extend&quot;:488,&quot;../../lib/setcursor&quot;:514,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../plots/cartesian/axis_defaults&quot;:543,&quot;../../plots/cartesian/layout_attributes&quot;:553,&quot;../../plots/cartesian/position_defaults&quot;:556,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;../titles&quot;:464,&quot;./attributes&quot;:377,&quot;./constants&quot;:379,d3:81,tinycolor2:342}],382:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t){return n.isPlainObject(t.colorbar)}},{&quot;../../lib&quot;:495}],383:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales.js&quot;).scales;Object.keys(n);function i(t){return&quot;`&quot;+t+&quot;`&quot;}e.exports=function(t,e){t=t||&quot;&quot;;var r,a=(e=e||{}).cLetter||&quot;c&quot;,o=(&quot;onlyIfNumerical&quot;in e?e.onlyIfNumerical:Boolean(t),&quot;noScale&quot;in e?e.noScale:&quot;marker.line&quot;===t),s=&quot;showScaleDflt&quot;in e?e.showScaleDflt:&quot;z&quot;===a,l=&quot;string&quot;==typeof e.colorscaleDflt?n[e.colorscaleDflt]:null,u=e.editTypeOverride||&quot;&quot;,c=t?t+&quot;.&quot;:&quot;&quot;;&quot;colorAttr&quot;in e?(r=e.colorAttr,e.colorAttr):i(c+(r={z:&quot;z&quot;,c:&quot;color&quot;}[a]));var f=a+&quot;auto&quot;,h=a+&quot;min&quot;,d=a+&quot;max&quot;,p=a+&quot;mid&quot;,g=(i(c+f),i(c+h),i(c+d),{});g[h]=g[d]=void 0;var v={};v[f]=!1;var m={};return&quot;color&quot;===r&amp;&amp;(m.color={valType:&quot;color&quot;,arrayOk:!0,editType:u||&quot;style&quot;},e.anim&amp;&amp;(m.color.anim=!0)),m[f]={valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;,impliedEdits:g},m[h]={valType:&quot;number&quot;,dflt:null,editType:u||&quot;plot&quot;,impliedEdits:v},m[d]={valType:&quot;number&quot;,dflt:null,editType:u||&quot;plot&quot;,impliedEdits:v},m[p]={valType:&quot;number&quot;,dflt:null,editType:&quot;calc&quot;,impliedEdits:g},m.colorscale={valType:&quot;colorscale&quot;,editType:&quot;calc&quot;,dflt:l,impliedEdits:{autocolorscale:!1}},m.autocolorscale={valType:&quot;boolean&quot;,dflt:!1!==e.autoColorDflt,editType:&quot;calc&quot;,impliedEdits:{colorscale:void 0}},m.reversescale={valType:&quot;boolean&quot;,dflt:!1,editType:&quot;plot&quot;},o||(m.showscale={valType:&quot;boolean&quot;,dflt:s,editType:&quot;calc&quot;}),m}},{&quot;./scales.js&quot;:391}],384:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r){var i=t._fullLayout,a=r.vals,o=r.containerStr,s=r.cLetter,l=o?n.nestedProperty(e,o).get():e,u=s+&quot;min&quot;,c=s+&quot;max&quot;,f=s+&quot;mid&quot;,h=l[s+&quot;auto&quot;],d=l[u],p=l[c],g=l[f],v=l.colorscale;!1===h&amp;&amp;void 0!==d||(d=n.aggNums(Math.min,null,a)),!1===h&amp;&amp;void 0!==p||(p=n.aggNums(Math.max,null,a)),!1!==h&amp;&amp;void 0!==g&amp;&amp;(p-g&gt;g-d?d=g-(p-g):p-g&lt;g-d&amp;&amp;(p=g+(g-d))),d===p&amp;&amp;(d-=.5,p+=.5),l[&quot;_&quot;+u]=l[u]=d,l[&quot;_&quot;+c]=l[c]=p,l.autocolorscale&amp;&amp;(v=d*p&lt;0?i.colorscale.diverging:d&gt;=0?i.colorscale.sequential:i.colorscale.sequentialminus,l._colorscale=l.colorscale=v)}},{&quot;../../lib&quot;:495}],385:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./helpers&quot;).hasColorscale;e.exports=function(t){function e(t,e){var r=t[&quot;_&quot;+e];void 0!==r&amp;&amp;(t[e]=r)}function r(t,r){var i=r.container?n.nestedProperty(t,r.container).get():t;if(i){var a=i.zauto||i.cauto,o=r.min,s=r.max;(a||void 0===i[o])&amp;&amp;e(i,o),(a||void 0===i[s])&amp;&amp;e(i,s),i.autocolorscale&amp;&amp;e(i,&quot;colorscale&quot;)}}for(var a=0;a&lt;t.length;a++){var o=t[a],s=o._module.colorbar;if(s)if(Array.isArray(s))for(var l=0;l&lt;s.length;l++)r(o,s[l]);else r(o,s);i(o,&quot;marker.line&quot;)&amp;&amp;r(o,{container:&quot;marker.line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}),i(o,&quot;line&quot;)&amp;&amp;r(o,{container:&quot;line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;})}}},{&quot;../../lib&quot;:495,&quot;./helpers&quot;:387}],386:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../colorbar/has_colorbar&quot;),o=t(&quot;../colorbar/defaults&quot;),s=t(&quot;./scales&quot;).isValid;function l(t,e){var r=e.slice(0,e.length-1);return e?i.nestedProperty(t,r).get()||{}:t}e.exports=function(t,e,r,i,u){var c=u.prefix,f=u.cLetter,h=l(t,c),d=l(e,c),p=l(e._template||{},c)||{},g=h[f+&quot;min&quot;],v=h[f+&quot;max&quot;];i(c+f+&quot;auto&quot;,!(n(g)&amp;&amp;n(v)&amp;&amp;g&lt;v))?i(c+f+&quot;mid&quot;):(i(c+f+&quot;min&quot;),i(c+f+&quot;max&quot;));var m,y,b=h.colorscale,x=p.colorscale;(void 0!==b&amp;&amp;(m=!s(b)),void 0!==x&amp;&amp;(m=!s(x)),i(c+&quot;autocolorscale&quot;,m),i(c+&quot;colorscale&quot;),i(c+&quot;reversescale&quot;),u.noScale||&quot;marker.line.&quot;===c)||(c&amp;&amp;(y=a(h)),i(c+&quot;showscale&quot;,y)&amp;&amp;o(h,d,r))}},{&quot;../../lib&quot;:495,&quot;../colorbar/defaults&quot;:380,&quot;../colorbar/has_colorbar&quot;:382,&quot;./scales&quot;:391,&quot;fast-isnumeric&quot;:90}],387:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;tinycolor2&quot;),a=t(&quot;fast-isnumeric&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../color&quot;),l=t(&quot;./scales&quot;).isValid;function u(t){for(var e=t.length,r=new Array(e),n=e-1,i=0;n&gt;=0;n--,i++){var a=t[n];r[i]=[1-a[0],a[1]]}return r}function c(t){var e={r:t[0],g:t[1],b:t[2],a:t[3]};return i(e).toRgbString()}e.exports={hasColorscale:function(t,e){var r=e?o.nestedProperty(t,e).get()||{}:t,n=r.color,i=!1;if(o.isArrayOrTypedArray(n))for(var s=0;s&lt;n.length;s++)if(a(n[s])){i=!0;break}return o.isPlainObject(r)&amp;&amp;(i||!0===r.showscale||a(r.cmin)&amp;&amp;a(r.cmax)||l(r.colorscale)||o.isPlainObject(r.colorbar))},extractScale:function(t,e){for(var r=e.cLetter,n=t.reversescale?u(t.colorscale):t.colorscale,i=t[r+&quot;min&quot;],a=t[r+&quot;max&quot;],o=n.length,s=new Array(o),l=new Array(o),c=0;c&lt;o;c++){var f=n[c];s[c]=i+f[0]*(a-i),l[c]=f[1]}return{domain:s,range:l}},flipScale:u,makeColorScaleFunc:function(t,e){e=e||{};for(var r=t.domain,o=t.range,l=o.length,u=new Array(l),f=0;f&lt;l;f++){var h=i(o[f]).toRgb();u[f]=[h.r,h.g,h.b,h.a]}var d,p=n.scale.linear().domain(r).range(u).clamp(!0),g=e.noNumericCheck,v=e.returnArray;return(d=g&amp;&amp;v?p:g?function(t){return c(p(t))}:v?function(t){return a(t)?p(t):i(t).isValid()?t:s.defaultLine}:function(t){return a(t)?c(p(t)):i(t).isValid()?t:s.defaultLine}).domain=p.domain,d.range=function(){return o},d}}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376,&quot;./scales&quot;:391,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],388:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales&quot;),i=t(&quot;./helpers&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;colorscale&quot;,attributes:t(&quot;./attributes&quot;),layoutAttributes:t(&quot;./layout_attributes&quot;),supplyLayoutDefaults:t(&quot;./layout_defaults&quot;),handleDefaults:t(&quot;./defaults&quot;),crossTraceDefaults:t(&quot;./cross_trace_defaults&quot;),calc:t(&quot;./calc&quot;),scales:n.scales,defaultScale:n.defaultScale,getScale:n.get,isValidScale:n.isValid,hasColorscale:i.hasColorscale,flipScale:i.flipScale,extractScale:i.extractScale,makeColorScaleFunc:i.makeColorScaleFunc}},{&quot;./attributes&quot;:383,&quot;./calc&quot;:384,&quot;./cross_trace_defaults&quot;:385,&quot;./defaults&quot;:386,&quot;./helpers&quot;:387,&quot;./layout_attributes&quot;:389,&quot;./layout_defaults&quot;:390,&quot;./scales&quot;:391}],389:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./scales&quot;).scales;e.exports={editType:&quot;calc&quot;,sequential:{valType:&quot;colorscale&quot;,dflt:n.Reds,editType:&quot;calc&quot;},sequentialminus:{valType:&quot;colorscale&quot;,dflt:n.Blues,editType:&quot;calc&quot;},diverging:{valType:&quot;colorscale&quot;,dflt:n.RdBu,editType:&quot;calc&quot;}}},{&quot;./scales&quot;:391}],390:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;),a=t(&quot;../../plot_api/plot_template&quot;);e.exports=function(t,e){var r=t.colorscale,o=a.newContainer(e,&quot;colorscale&quot;);function s(t,e){return n.coerce(r,o,i,t,e)}s(&quot;sequential&quot;),s(&quot;sequentialminus&quot;),s(&quot;diverging&quot;)}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;./layout_attributes&quot;:389}],391:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;tinycolor2&quot;),i={Greys:[[0,&quot;rgb(0,0,0)&quot;],[1,&quot;rgb(255,255,255)&quot;]],YlGnBu:[[0,&quot;rgb(8,29,88)&quot;],[.125,&quot;rgb(37,52,148)&quot;],[.25,&quot;rgb(34,94,168)&quot;],[.375,&quot;rgb(29,145,192)&quot;],[.5,&quot;rgb(65,182,196)&quot;],[.625,&quot;rgb(127,205,187)&quot;],[.75,&quot;rgb(199,233,180)&quot;],[.875,&quot;rgb(237,248,217)&quot;],[1,&quot;rgb(255,255,217)&quot;]],Greens:[[0,&quot;rgb(0,68,27)&quot;],[.125,&quot;rgb(0,109,44)&quot;],[.25,&quot;rgb(35,139,69)&quot;],[.375,&quot;rgb(65,171,93)&quot;],[.5,&quot;rgb(116,196,118)&quot;],[.625,&quot;rgb(161,217,155)&quot;],[.75,&quot;rgb(199,233,192)&quot;],[.875,&quot;rgb(229,245,224)&quot;],[1,&quot;rgb(247,252,245)&quot;]],YlOrRd:[[0,&quot;rgb(128,0,38)&quot;],[.125,&quot;rgb(189,0,38)&quot;],[.25,&quot;rgb(227,26,28)&quot;],[.375,&quot;rgb(252,78,42)&quot;],[.5,&quot;rgb(253,141,60)&quot;],[.625,&quot;rgb(254,178,76)&quot;],[.75,&quot;rgb(254,217,118)&quot;],[.875,&quot;rgb(255,237,160)&quot;],[1,&quot;rgb(255,255,204)&quot;]],Bluered:[[0,&quot;rgb(0,0,255)&quot;],[1,&quot;rgb(255,0,0)&quot;]],RdBu:[[0,&quot;rgb(5,10,172)&quot;],[.35,&quot;rgb(106,137,247)&quot;],[.5,&quot;rgb(190,190,190)&quot;],[.6,&quot;rgb(220,170,132)&quot;],[.7,&quot;rgb(230,145,90)&quot;],[1,&quot;rgb(178,10,28)&quot;]],Reds:[[0,&quot;rgb(220,220,220)&quot;],[.2,&quot;rgb(245,195,157)&quot;],[.4,&quot;rgb(245,160,105)&quot;],[1,&quot;rgb(178,10,28)&quot;]],Blues:[[0,&quot;rgb(5,10,172)&quot;],[.35,&quot;rgb(40,60,190)&quot;],[.5,&quot;rgb(70,100,245)&quot;],[.6,&quot;rgb(90,120,245)&quot;],[.7,&quot;rgb(106,137,247)&quot;],[1,&quot;rgb(220,220,220)&quot;]],Picnic:[[0,&quot;rgb(0,0,255)&quot;],[.1,&quot;rgb(51,153,255)&quot;],[.2,&quot;rgb(102,204,255)&quot;],[.3,&quot;rgb(153,204,255)&quot;],[.4,&quot;rgb(204,204,255)&quot;],[.5,&quot;rgb(255,255,255)&quot;],[.6,&quot;rgb(255,204,255)&quot;],[.7,&quot;rgb(255,153,255)&quot;],[.8,&quot;rgb(255,102,204)&quot;],[.9,&quot;rgb(255,102,102)&quot;],[1,&quot;rgb(255,0,0)&quot;]],Rainbow:[[0,&quot;rgb(150,0,90)&quot;],[.125,&quot;rgb(0,0,200)&quot;],[.25,&quot;rgb(0,25,255)&quot;],[.375,&quot;rgb(0,152,255)&quot;],[.5,&quot;rgb(44,255,150)&quot;],[.625,&quot;rgb(151,255,0)&quot;],[.75,&quot;rgb(255,234,0)&quot;],[.875,&quot;rgb(255,111,0)&quot;],[1,&quot;rgb(255,0,0)&quot;]],Portland:[[0,&quot;rgb(12,51,131)&quot;],[.25,&quot;rgb(10,136,186)&quot;],[.5,&quot;rgb(242,211,56)&quot;],[.75,&quot;rgb(242,143,56)&quot;],[1,&quot;rgb(217,30,30)&quot;]],Jet:[[0,&quot;rgb(0,0,131)&quot;],[.125,&quot;rgb(0,60,170)&quot;],[.375,&quot;rgb(5,255,255)&quot;],[.625,&quot;rgb(255,255,0)&quot;],[.875,&quot;rgb(250,0,0)&quot;],[1,&quot;rgb(128,0,0)&quot;]],Hot:[[0,&quot;rgb(0,0,0)&quot;],[.3,&quot;rgb(230,0,0)&quot;],[.6,&quot;rgb(255,210,0)&quot;],[1,&quot;rgb(255,255,255)&quot;]],Blackbody:[[0,&quot;rgb(0,0,0)&quot;],[.2,&quot;rgb(230,0,0)&quot;],[.4,&quot;rgb(230,210,0)&quot;],[.7,&quot;rgb(255,255,255)&quot;],[1,&quot;rgb(160,200,255)&quot;]],Earth:[[0,&quot;rgb(0,0,130)&quot;],[.1,&quot;rgb(0,180,180)&quot;],[.2,&quot;rgb(40,210,40)&quot;],[.4,&quot;rgb(230,230,50)&quot;],[.6,&quot;rgb(120,70,20)&quot;],[1,&quot;rgb(255,255,255)&quot;]],Electric:[[0,&quot;rgb(0,0,0)&quot;],[.15,&quot;rgb(30,0,100)&quot;],[.4,&quot;rgb(120,0,100)&quot;],[.6,&quot;rgb(160,90,0)&quot;],[.8,&quot;rgb(230,200,0)&quot;],[1,&quot;rgb(255,250,220)&quot;]],Viridis:[[0,&quot;#440154&quot;],[.06274509803921569,&quot;#48186a&quot;],[.12549019607843137,&quot;#472d7b&quot;],[.18823529411764706,&quot;#424086&quot;],[.25098039215686274,&quot;#3b528b&quot;],[.3137254901960784,&quot;#33638d&quot;],[.3764705882352941,&quot;#2c728e&quot;],[.4392156862745098,&quot;#26828e&quot;],[.5019607843137255,&quot;#21918c&quot;],[.5647058823529412,&quot;#1fa088&quot;],[.6274509803921569,&quot;#28ae80&quot;],[.6901960784313725,&quot;#3fbc73&quot;],[.7529411764705882,&quot;#5ec962&quot;],[.8156862745098039,&quot;#84d44b&quot;],[.8784313725490196,&quot;#addc30&quot;],[.9411764705882353,&quot;#d8e219&quot;],[1,&quot;#fde725&quot;]],Cividis:[[0,&quot;rgb(0,32,76)&quot;],[.058824,&quot;rgb(0,42,102)&quot;],[.117647,&quot;rgb(0,52,110)&quot;],[.176471,&quot;rgb(39,63,108)&quot;],[.235294,&quot;rgb(60,74,107)&quot;],[.294118,&quot;rgb(76,85,107)&quot;],[.352941,&quot;rgb(91,95,109)&quot;],[.411765,&quot;rgb(104,106,112)&quot;],[.470588,&quot;rgb(117,117,117)&quot;],[.529412,&quot;rgb(131,129,120)&quot;],[.588235,&quot;rgb(146,140,120)&quot;],[.647059,&quot;rgb(161,152,118)&quot;],[.705882,&quot;rgb(176,165,114)&quot;],[.764706,&quot;rgb(192,177,109)&quot;],[.823529,&quot;rgb(209,191,102)&quot;],[.882353,&quot;rgb(225,204,92)&quot;],[.941176,&quot;rgb(243,219,79)&quot;],[1,&quot;rgb(255,233,69)&quot;]]},a=i.RdBu;function 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n=t(&quot;../../lib&quot;),i=[[&quot;sw-resize&quot;,&quot;s-resize&quot;,&quot;se-resize&quot;],[&quot;w-resize&quot;,&quot;move&quot;,&quot;e-resize&quot;],[&quot;nw-resize&quot;,&quot;n-resize&quot;,&quot;ne-resize&quot;]];e.exports=function(t,e,r,a){return t=&quot;left&quot;===r?0:&quot;center&quot;===r?1:&quot;right&quot;===r?2:n.constrain(Math.floor(3*t),0,2),e=&quot;bottom&quot;===a?0:&quot;middle&quot;===a?1:&quot;top&quot;===a?2:n.constrain(Math.floor(3*e),0,2),i[e][t]}},{&quot;../../lib&quot;:495}],394:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;mouse-event-offset&quot;),i=t(&quot;has-hover&quot;),a=t(&quot;has-passive-events&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../plots/cartesian/constants&quot;),u=t(&quot;../../constants/interactions&quot;),c=e.exports={};c.align=t(&quot;./align&quot;),c.getCursor=t(&quot;./cursor&quot;);var f=t(&quot;./unhover&quot;);function h(){var 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e=t[0].trace,r=e.error_y||{},a=e.error_x||{},o=n.select(this);o.selectAll(&quot;path.yerror&quot;).style(&quot;stroke-width&quot;,r.thickness+&quot;px&quot;).call(i.stroke,r.color),a.copy_ystyle&amp;&amp;(a=r),o.selectAll(&quot;path.xerror&quot;).style(&quot;stroke-width&quot;,a.thickness+&quot;px&quot;).call(i.stroke,a.color)})}},{&quot;../color&quot;:376,d3:81}],406:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;);e.exports={hoverlabel:{bgcolor:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;none&quot;},bordercolor:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;none&quot;},font:n({arrayOk:!0,editType:&quot;none&quot;}),namelength:{valType:&quot;integer&quot;,min:-1,arrayOk:!0,editType:&quot;none&quot;},editType:&quot;calc&quot;}}},{&quot;../../plots/font_attributes&quot;:567}],407:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;);function a(t,e,r,i){i=i||n.identity,Array.isArray(t)&amp;&amp;(e[0][r]=i(t))}e.exports=function(t){var e=t.calcdata,r=t._fullLayout;function o(t){return function(e){return n.coerceHoverinfo({hoverinfo:e},{_module:t._module},r)}}for(var s=0;s&lt;e.length;s++){var l=e[s],u=l[0].trace;if(!i.traceIs(u,&quot;pie&quot;)){var c=i.traceIs(u,&quot;2dMap&quot;)?a:n.fillArray;c(u.hoverinfo,l,&quot;hi&quot;,o(u)),u.hovertemplate&amp;&amp;c(u.hovertemplate,l,&quot;ht&quot;),u.hoverlabel&amp;&amp;(c(u.hoverlabel.bgcolor,l,&quot;hbg&quot;),c(u.hoverlabel.bordercolor,l,&quot;hbc&quot;),c(u.hoverlabel.font.size,l,&quot;hts&quot;),c(u.hoverlabel.font.color,l,&quot;htc&quot;),c(u.hoverlabel.font.family,l,&quot;htf&quot;),c(u.hoverlabel.namelength,l,&quot;hnl&quot;))}}}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592}],408:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;./hover&quot;).hover;e.exports=function(t,e,r){var a=n.getComponentMethod(&quot;annotations&quot;,&quot;onClick&quot;)(t,t._hoverdata);function o(){t.emit(&quot;plotly_click&quot;,{points:t._hoverdata,event:e})}void 0!==r&amp;&amp;i(t,e,r,!0),t._hoverdata&amp;&amp;e&amp;&amp;e.target&amp;&amp;(a&amp;&amp;a.then?a.then(o):o(),e.stopImmediatePropagation&amp;&amp;e.stopImmediatePropagation())}},{&quot;../../registry&quot;:592,&quot;./hover&quot;:412}],409:[function(t,e,r){&quot;use strict&quot;;e.exports={YANGLE:60,HOVERARROWSIZE:6,HOVERTEXTPAD:3,HOVERFONTSIZE:13,HOVERFONT:&quot;Arial, sans-serif&quot;,HOVERMINTIME:50,HOVERID:&quot;-hover&quot;}},{}],410:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./attributes&quot;),a=t(&quot;./hoverlabel_defaults&quot;);e.exports=function(t,e,r,o){a(t,e,function(r,a){return n.coerce(t,e,i,r,a)},o.hoverlabel)}},{&quot;../../lib&quot;:495,&quot;./attributes&quot;:406,&quot;./hoverlabel_defaults&quot;:413}],411:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);r.getSubplot=function(t){return t.subplot||t.xaxis+t.yaxis||t.geo},r.isTraceInSubplots=function(t,e){if(&quot;splom&quot;===t.type){for(var n=t.xaxes||[],i=t.yaxes||[],a=0;a&lt;n.length;a++)for(var o=0;o&lt;i.length;o++)if(-1!==e.indexOf(n[a]+i[o]))return!0;return!1}return-1!==e.indexOf(r.getSubplot(t))},r.flat=function(t,e){for(var r=new Array(t.length),n=0;n&lt;t.length;n++)r[n]=e;return r},r.p2c=function(t,e){for(var r=new Array(t.length),n=0;n&lt;t.length;n++)r[n]=t[n].p2c(e);return r},r.getDistanceFunction=function(t,e,n,i){return&quot;closest&quot;===t?i||r.quadrature(e,n):&quot;x&quot;===t?e:n},r.getClosest=function(t,e,r){if(!1!==r.index)r.index&gt;=0&amp;&amp;r.index&lt;t.length?r.distance=0:r.index=!1;else for(var n=0;n&lt;t.length;n++){var i=e(t[n]);i&lt;=r.distance&amp;&amp;(r.index=n,r.distance=i)}return r},r.inbox=function(t,e,r){return t*e&lt;0||0===t?r:1/0},r.quadrature=function(t,e){return function(r){var n=t(r),i=e(r);return 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c=n.nestedProperty(e,l).get(),f=new Array(r.length),h=0;h&lt;r.length;h++)f[h]=o(c,r[h]);t[u]=f}}};var i={ids:&quot;id&quot;,locations:&quot;location&quot;,labels:&quot;label&quot;,values:&quot;value&quot;,&quot;marker.colors&quot;:&quot;color&quot;,parents:&quot;parent&quot;};function a(t){return i[t]||t}function o(t,e){return Array.isArray(e)?Array.isArray(t)&amp;&amp;Array.isArray(t[e[0]])?t[e[0]][e[1]]:void 0:t[e]}},{&quot;../../lib&quot;:495}],412:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;tinycolor2&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../../lib/events&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../lib/override_cursor&quot;),c=t(&quot;../drawing&quot;),f=t(&quot;../color&quot;),h=t(&quot;../dragelement&quot;),d=t(&quot;../../plots/cartesian/axes&quot;),p=t(&quot;../../registry&quot;),g=t(&quot;./helpers&quot;),v=t(&quot;./constants&quot;),m=v.YANGLE,y=Math.PI*m/180,b=1/Math.sin(y),x=Math.cos(y),_=Math.sin(y),w=v.HOVERARROWSIZE,A=v.HOVERTEXTPAD;r.hover=function(t,e,r,a){t=o.getGraphDiv(t),o.throttle(t._fullLayout._uid+v.HOVERID,v.HOVERMINTIME,function(){!function(t,e,r,a){r||(r=&quot;xy&quot;);var l=Array.isArray(r)?r:[r],c=t._fullLayout,v=c._plots||[],m=v[r],y=c._has(&quot;cartesian&quot;);if(m){var x=m.overlays.map(function(t){return t.id});l=l.concat(x)}for(var _=l.length,w=new Array(_),A=new Array(_),M=!1,C=0;C&lt;_;C++){var O=l[C],R=v[O];if(R)M=!0,w[C]=d.getFromId(t,R.xaxis._id),A[C]=d.getFromId(t,R.yaxis._id);else{var P=c[O]._subplot;w[C]=P.xaxis,A[C]=P.yaxis}}var z=e.hovermode||c.hovermode;z&amp;&amp;!M&amp;&amp;(z=&quot;closest&quot;);if(-1===[&quot;x&quot;,&quot;y&quot;,&quot;closest&quot;].indexOf(z)||!t.calcdata||t.querySelector(&quot;.zoombox&quot;)||t._dragging)return h.unhoverRaw(t,e);var I,N,D,F,j,B,U,V,H,q,G,X,W,Y=-1===c.hoverdistance?1/0:c.hoverdistance,Z=-1===c.spikedistance?1/0:c.spikedistance,Q=[],$=[],J={hLinePoint:null,vLinePoint:null},K=!1;if(Array.isArray(e))for(z=&quot;array&quot;,D=0;D&lt;e.length;D++)(j=t.calcdata[e[D].curveNumber||0])&amp;&amp;(B=j[0].trace,&quot;skip&quot;!==j[0].trace.hoverinfo&amp;&amp;($.push(j),&quot;h&quot;===B.orientation&amp;&amp;(K=!0)));else{for(F=0;F&lt;t.calcdata.length;F++)j=t.calcdata[F],&quot;skip&quot;!==(B=j[0].trace).hoverinfo&amp;&amp;g.isTraceInSubplots(B,l)&amp;&amp;($.push(j),&quot;h&quot;===B.orientation&amp;&amp;(K=!0));var tt,et,rt=!e.target;if(rt)tt=&quot;xpx&quot;in e?e.xpx:w[0]._length/2,et=&quot;ypx&quot;in e?e.ypx:A[0]._length/2;else{if(!1===s.triggerHandler(t,&quot;plotly_beforehover&quot;,e))return;var nt=e.target.getBoundingClientRect();if(tt=e.clientX-nt.left,et=e.clientY-nt.top,tt&lt;0||tt&gt;w[0]._length||et&lt;0||et&gt;A[0]._length)return h.unhoverRaw(t,e)}if(e.pointerX=tt+w[0]._offset,e.pointerY=et+A[0]._offset,I=&quot;xval&quot;in e?g.flat(l,e.xval):g.p2c(w,tt),N=&quot;yval&quot;in e?g.flat(l,e.yval):g.p2c(A,et),!i(I[0])||!i(N[0]))return o.warn(&quot;Fx.hover failed&quot;,e,t),h.unhoverRaw(t,e)}var it=1/0;for(F=0;F&lt;$.length;F++)if((j=$[F])&amp;&amp;j[0]&amp;&amp;j[0].trace&amp;&amp;!0===j[0].trace.visible&amp;&amp;(B=j[0].trace,-1===[&quot;carpet&quot;,&quot;contourcarpet&quot;].indexOf(B._module.name))){if(&quot;splom&quot;===B.type?U=l[V=0]:(U=g.getSubplot(B),V=l.indexOf(U)),H=z,X={cd:j,trace:B,xa:w[V],ya:A[V],maxHoverDistance:Y,maxSpikeDistance:Z,index:!1,distance:Math.min(it,Y),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:f.defaultLine,name:B.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},c[U]&amp;&amp;(X.subplot=c[U]._subplot),c._splomScenes&amp;&amp;c._splomScenes[B.uid]&amp;&amp;(X.scene=c._splomScenes[B.uid]),W=Q.length,&quot;array&quot;===H){var at=e[F];&quot;pointNumber&quot;in at?(X.index=at.pointNumber,H=&quot;closest&quot;):(H=&quot;&quot;,&quot;xval&quot;in at&amp;&amp;(q=at.xval,H=&quot;x&quot;),&quot;yval&quot;in at&amp;&amp;(G=at.yval,H=H?&quot;closest&quot;:&quot;y&quot;))}else q=I[V],G=N[V];if(0!==Y)if(B._module&amp;&amp;B._module.hoverPoints){var ot=B._module.hoverPoints(X,q,G,H,c._hoverlayer);if(ot)for(var st,lt=0;lt&lt;ot.length;lt++)st=ot[lt],i(st.x0)&amp;&amp;i(st.y0)&amp;&amp;Q.push(E(st,z))}else o.log(&quot;Unrecognized trace type in hover:&quot;,B);if(&quot;closest&quot;===z&amp;&amp;Q.length&gt;W&amp;&amp;(Q.splice(0,W),it=Q[0].distance),y&amp;&amp;0!==Z&amp;&amp;0===Q.length){X.distance=Z,X.index=!1;var ut=B._module.hoverPoints(X,q,G,&quot;closest&quot;,c._hoverlayer);if(ut&amp;&amp;(ut=ut.filter(function(t){return t.spikeDistance&lt;=Z})),ut&amp;&amp;ut.length){var ct,ft=ut.filter(function(t){return t.xa.showspikes});if(ft.length){var ht=ft[0];i(ht.x0)&amp;&amp;i(ht.y0)&amp;&amp;(ct=vt(ht),(!J.vLinePoint||J.vLinePoint.spikeDistance&gt;ct.spikeDistance)&amp;&amp;(J.vLinePoint=ct))}var dt=ut.filter(function(t){return t.ya.showspikes});if(dt.length){var pt=dt[0];i(pt.x0)&amp;&amp;i(pt.y0)&amp;&amp;(ct=vt(pt),(!J.hLinePoint||J.hLinePoint.spikeDistance&gt;ct.spikeDistance)&amp;&amp;(J.hLinePoint=ct))}}}}function gt(t,e){for(var r,n=null,i=1/0,a=0;a&lt;t.length;a++)(r=t[a].spikeDistance)&lt;i&amp;&amp;r&lt;=e&amp;&amp;(n=t[a],i=r);return n}function vt(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}var mt={fullLayout:c,container:c._hoverlayer,outerContainer:c._paperdiv,event:e},yt=t._spikepoints,bt={vLinePoint:J.vLinePoint,hLinePoint:J.hLinePoint};if(t._spikepoints=bt,y&amp;&amp;0!==Z&amp;&amp;0!==Q.length){var xt=Q.filter(function(t){return t.ya.showspikes}),_t=gt(xt,Z);J.hLinePoint=vt(_t);var wt=Q.filter(function(t){return t.xa.showspikes}),At=gt(wt,Z);J.vLinePoint=vt(At)}if(0===Q.length){var Mt=h.unhoverRaw(t,e);return!y||null===J.hLinePoint&amp;&amp;null===J.vLinePoint||S(yt)&amp;&amp;L(J,mt),Mt}y&amp;&amp;S(yt)&amp;&amp;L(J,mt);Q.sort(function(t,e){return t.distance-e.distance});var Tt=t._hoverdata,kt=[];for(D=0;D&lt;Q.length;D++){var Et=Q[D],Lt=g.makeEventData(Et,Et.trace,Et.cd);if(!1!==Et.hovertemplate){var St=!1;Et.cd[Et.index]&amp;&amp;Et.cd[Et.index].ht&amp;&amp;(St=Et.cd[Et.index].ht),Et.hovertemplate=St||Et.trace.hovertemplate||!1}Et.eventData=[Lt],kt.push(Lt)}t._hoverdata=kt;var Ct=&quot;y&quot;===z&amp;&amp;($.length&gt;1||Q.length&gt;1)||&quot;closest&quot;===z&amp;&amp;K&amp;&amp;Q.length&gt;1,Ot=f.combine(c.plot_bgcolor||f.background,c.paper_bgcolor),Rt={hovermode:z,rotateLabels:Ct,bgColor:Ot,container:c._hoverlayer,outerContainer:c._paperdiv,commonLabelOpts:c.hoverlabel,hoverdistance:c.hoverdistance},Pt=T(Q,Rt,t);if(function(t,e,r){var n,i,a,o,s,l,u,c=0,f=1,h=t.size(),d=new Array(h);function p(t){var 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t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)});!n&amp;&amp;c&lt;=h;){for(c++,n=!0,o=0;o&lt;d.length-1;){var g=d[o],v=d[o+1],m=g[g.length-1],y=v[0];if((i=m.pos+m.dp+m.size-y.pos-y.dp+y.size)&gt;.01&amp;&amp;m.pmin===y.pmin&amp;&amp;m.pmax===y.pmax){for(s=v.length-1;s&gt;=0;s--)v[s].dp+=i;for(g.push.apply(g,v),d.splice(o+1,1),u=0,s=g.length-1;s&gt;=0;s--)u+=g[s].dp;for(a=u/g.length,s=g.length-1;s&gt;=0;s--)g[s].dp-=a;n=!1}else o++}d.forEach(p)}for(o=d.length-1;o&gt;=0;o--){var x=d[o];for(s=x.length-1;s&gt;=0;s--){var _=x[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Pt,Ct?&quot;xa&quot;:&quot;ya&quot;,c),k(Pt,Ct),e.target&amp;&amp;e.target.tagName){var zt=p.getComponentMethod(&quot;annotations&quot;,&quot;hasClickToShow&quot;)(t,kt);u(n.select(e.target),zt?&quot;pointer&quot;:&quot;&quot;)}if(!e.target||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n&gt;=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Tt))return;Tt&amp;&amp;t.emit(&quot;plotly_unhover&quot;,{event:e,points:Tt});t.emit(&quot;plotly_hover&quot;,{event:e,points:t._hoverdata,xaxes:w,yaxes:A,xvals:I,yvals:N})}(t,e,r,a)})},r.loneHover=function(t,e){var r={color:t.color||f.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,trace:t.trace||{index:0,hoverinfo:&quot;&quot;},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1},i=n.select(e.container),a=e.outerContainer?n.select(e.outerContainer):i,o={hovermode:&quot;closest&quot;,rotateLabels:!1,bgColor:e.bgColor||f.background,container:i,outerContainer:a},s=T([r],o,e.gd);return k(s,o.rotateLabels),s.node()},r.multiHovers=function(t,e){Array.isArray(t)||(t=[t]);var 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i=r._fullLayout,a=e.hovermode,s=e.rotateLabels,u=e.bgColor,h=e.container,d=e.outerContainer,p=e.commonLabelOpts||{},g=e.fontFamily||v.HOVERFONT,y=e.fontSize||v.HOVERFONTSIZE,b=t[0],x=b.xa,_=b.ya,T=&quot;y&quot;===a?&quot;yLabel&quot;:&quot;xLabel&quot;,k=b[T],E=(String(k)||&quot;&quot;).split(&quot; &quot;)[0],L=d.node().getBoundingClientRect(),S=L.top,C=L.width,O=L.height,R=void 0!==k&amp;&amp;b.distance&lt;=e.hoverdistance&amp;&amp;(&quot;x&quot;===a||&quot;y&quot;===a);if(R){var P,z,I=!0;for(P=0;P&lt;t.length;P++)if(I&amp;&amp;void 0===t[P].zLabel&amp;&amp;(I=!1),z=t[P].hoverinfo||t[P].trace.hoverinfo){var N=Array.isArray(z)?z:z.split(&quot;+&quot;);if(-1===N.indexOf(&quot;all&quot;)&amp;&amp;-1===N.indexOf(a)){R=!1;break}}I&amp;&amp;(R=!1)}var D=h.selectAll(&quot;g.axistext&quot;).data(R?[0]:[]);D.enter().append(&quot;g&quot;).classed(&quot;axistext&quot;,!0),D.exit().remove(),D.each(function(){var 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t=n.select(this);t.append(&quot;rect&quot;).call(f.fill,f.addOpacity(u,.8)),t.append(&quot;text&quot;).classed(&quot;name&quot;,!0),t.append(&quot;path&quot;).style(&quot;stroke-width&quot;,&quot;1px&quot;),t.append(&quot;text&quot;).classed(&quot;nums&quot;,!0).call(c.font,g,y)}),F.exit().remove(),F.each(function(t){var e=n.select(this).attr(&quot;transform&quot;,&quot;&quot;),h=&quot;&quot;,d=&quot;&quot;,p=t.bgcolor||t.color,v=f.combine(f.opacity(p)?p:f.defaultLine,u),b=f.combine(f.opacity(t.color)?t.color:f.defaultLine,u),x=t.borderColor||f.contrast(v);void 0!==t.nameOverride&amp;&amp;(t.name=t.nameOverride),t.name&amp;&amp;(i.meta&amp;&amp;(t.name=o.templateString(t.name,{meta:i.meta})),h=l.plainText(t.name||&quot;&quot;,{len:t.nameLength,allowedTags:[&quot;br&quot;,&quot;sub&quot;,&quot;sup&quot;,&quot;b&quot;,&quot;i&quot;,&quot;em&quot;]})),void 0!==t.zLabel?(void 0!==t.xLabel&amp;&amp;(d+=&quot;x: &quot;+t.xLabel+&quot;&lt;br&gt;&quot;),void 0!==t.yLabel&amp;&amp;(d+=&quot;y: 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r=t.index,n=t.trace||{},i=t.cd[0],a=t.cd[r]||{},s=Array.isArray(r)?function(t,e){return o.castOption(i,r,t)||o.extractOption({},n,&quot;&quot;,e)}:function(t,e){return o.extractOption(a,n,t,e)};function l(e,r,n){var 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0!==t.yLabelVal&amp;&amp;(t.yLabel=&quot;yLabel&quot;in t?t.yLabel:d.hoverLabelText(t.ya,t.yLabelVal),t.yVal=t.ya.c2d(t.yLabelVal)),void 0!==t.zLabelVal&amp;&amp;void 0===t.zLabel&amp;&amp;(t.zLabel=String(t.zLabelVal)),!(isNaN(t.xerr)||&quot;log&quot;===t.xa.type&amp;&amp;t.xerr&lt;=0)){var u=d.tickText(t.xa,t.xa.c2l(t.xerr),&quot;hover&quot;).text;void 0!==t.xerrneg?t.xLabel+=&quot; +&quot;+u+&quot; / -&quot;+d.tickText(t.xa,t.xa.c2l(t.xerrneg),&quot;hover&quot;).text:t.xLabel+=&quot; \\xb1 &quot;+u,&quot;x&quot;===e&amp;&amp;(t.distance+=1)}if(!(isNaN(t.yerr)||&quot;log&quot;===t.ya.type&amp;&amp;t.yerr&lt;=0)){var c=d.tickText(t.ya,t.ya.c2l(t.yerr),&quot;hover&quot;).text;void 0!==t.yerrneg?t.yLabel+=&quot; +&quot;+c+&quot; / -&quot;+d.tickText(t.ya,t.ya.c2l(t.yerrneg),&quot;hover&quot;).text:t.yLabel+=&quot; \\xb1 &quot;+c,&quot;y&quot;===e&amp;&amp;(t.distance+=1)}var f=t.hoverinfo||t.trace.hoverinfo;return f&amp;&amp;&quot;all&quot;!==f&amp;&amp;(-1===(f=Array.isArray(f)?f:f.split(&quot;+&quot;)).indexOf(&quot;x&quot;)&amp;&amp;(t.xLabel=void 0),-1===f.indexOf(&quot;y&quot;)&amp;&amp;(t.yLabel=void 0),-1===f.indexOf(&quot;z&quot;)&amp;&amp;(t.zLabel=void 0),-1===f.indexOf(&quot;text&quot;)&amp;&amp;(t.text=void 0),-1===f.indexOf(&quot;name&quot;)&amp;&amp;(t.name=void 0)),t}function L(t,e){var r,n,i=e.container,o=e.fullLayout,s=e.event,l=!!t.hLinePoint,u=!!t.vLinePoint;if(i.selectAll(&quot;.spikeline&quot;).remove(),u||l){var h=f.combine(o.plot_bgcolor,o.paper_bgcolor);if(l){var d,p,g=t.hLinePoint;r=g&amp;&amp;g.xa,&quot;cursor&quot;===(n=g&amp;&amp;g.ya).spikesnap?(d=s.pointerX,p=s.pointerY):(d=r._offset+g.x,p=n._offset+g.y);var v,m,y=a.readability(g.color,h)&lt;1.5?f.contrast(h):g.color,b=n.spikemode,x=n.spikethickness,_=n.spikecolor||y,w=n._boundingBox,A=(w.left+w.right)/2&lt;d?w.right:w.left;-1===b.indexOf(&quot;toaxis&quot;)&amp;&amp;-1===b.indexOf(&quot;across&quot;)||(-1!==b.indexOf(&quot;toaxis&quot;)&amp;&amp;(v=A,m=d),-1!==b.indexOf(&quot;across&quot;)&amp;&amp;(v=n._counterSpan[0],m=n._counterSpan[1]),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:v,x2:m,y1:p,y2:p,&quot;stroke-width&quot;:x,stroke:_,&quot;stroke-dasharray&quot;:c.dashStyle(n.spikedash,x)}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:v,x2:m,y1:p,y2:p,&quot;stroke-width&quot;:x+2,stroke:h}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0)),-1!==b.indexOf(&quot;marker&quot;)&amp;&amp;i.insert(&quot;circle&quot;,&quot;:first-child&quot;).attr({cx:A+(&quot;right&quot;!==n.side?x:-x),cy:p,r:x,fill:_}).classed(&quot;spikeline&quot;,!0)}if(u){var M,T,k=t.vLinePoint;r=k&amp;&amp;k.xa,n=k&amp;&amp;k.ya,&quot;cursor&quot;===r.spikesnap?(M=s.pointerX,T=s.pointerY):(M=r._offset+k.x,T=n._offset+k.y);var E,L,S=a.readability(k.color,h)&lt;1.5?f.contrast(h):k.color,C=r.spikemode,O=r.spikethickness,R=r.spikecolor||S,P=r._boundingBox,z=(P.top+P.bottom)/2&lt;T?P.bottom:P.top;-1===C.indexOf(&quot;toaxis&quot;)&amp;&amp;-1===C.indexOf(&quot;across&quot;)||(-1!==C.indexOf(&quot;toaxis&quot;)&amp;&amp;(E=z,L=T),-1!==C.indexOf(&quot;across&quot;)&amp;&amp;(E=r._counterSpan[0],L=r._counterSpan[1]),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:M,x2:M,y1:E,y2:L,&quot;stroke-width&quot;:O,stroke:R,&quot;stroke-dasharray&quot;:c.dashStyle(r.spikedash,O)}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0),i.insert(&quot;line&quot;,&quot;:first-child&quot;).attr({x1:M,x2:M,y1:E,y2:L,&quot;stroke-width&quot;:O+2,stroke:h}).classed(&quot;spikeline&quot;,!0).classed(&quot;crisp&quot;,!0)),-1!==C.indexOf(&quot;marker&quot;)&amp;&amp;i.insert(&quot;circle&quot;,&quot;:first-child&quot;).attr({cx:M,cy:z-(&quot;top&quot;!==r.side?O:-O),r:O,fill:R}).classed(&quot;spikeline&quot;,!0)}}}function S(t,e){return!e||(e.vLinePoint!==t._spikepoints.vLinePoint||e.hLinePoint!==t._spikepoints.hLinePoint)}},{&quot;../../lib&quot;:495,&quot;../../lib/events&quot;:487,&quot;../../lib/override_cursor&quot;:506,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:409,&quot;./helpers&quot;:411,d3:81,&quot;fast-isnumeric&quot;:90,tinycolor2:342}],413:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e,r,i){r(&quot;hoverlabel.bgcolor&quot;,(i=i||{}).bgcolor),r(&quot;hoverlabel.bordercolor&quot;,i.bordercolor),r(&quot;hoverlabel.namelength&quot;,i.namelength),n.coerceFont(r,&quot;hoverlabel.font&quot;,i.font)}},{&quot;../../lib&quot;:495}],414:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e){t=t||{};(e=e||{}).description&amp;&amp;e.description;var r=e.keys||[];if(r.length&gt;0){for(var n=[],i=0;i&lt;r.length;i++)n[i]=&quot;`&quot;+r[i]+&quot;`&quot;;&quot;Finally, the template string has access to &quot;,1===r.length?&quot;variable &quot;+n[0]:&quot;variables &quot;+n.slice(0,-1).join(&quot;, &quot;)+&quot; and &quot;+n.slice(-1)+&quot;.&quot;}var a={valType:&quot;string&quot;,dflt:&quot;&quot;,editType:t.editType||&quot;none&quot;};return!1!==t.arrayOk&amp;&amp;(a.arrayOk=!0),a}},{}],415:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../dragelement&quot;),o=t(&quot;./helpers&quot;),s=t(&quot;./layout_attributes&quot;),l=t(&quot;./hover&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;fx&quot;,constants:t(&quot;./constants&quot;),schema:{layout:s},attributes:t(&quot;./attributes&quot;),layoutAttributes:s,supplyLayoutGlobalDefaults:t(&quot;./layout_global_defaults&quot;),supplyDefaults:t(&quot;./defaults&quot;),supplyLayoutDefaults:t(&quot;./layout_defaults&quot;),calc:t(&quot;./calc&quot;),getDistanceFunction:o.getDistanceFunction,getClosest:o.getClosest,inbox:o.inbox,quadrature:o.quadrature,appendArrayPointValue:o.appendArrayPointValue,castHoverOption:function(t,e,r){return i.castOption(t,e,&quot;hoverlabel.&quot;+r)},castHoverinfo:function(t,e,r){return i.castOption(t,r,&quot;hoverinfo&quot;,function(r){return i.coerceHoverinfo({hoverinfo:r},{_module:t._module},e)})},hover:l.hover,unhover:a.unhover,loneHover:l.loneHover,multiHovers:l.multiHovers,loneUnhover:function(t){var e=i.isD3Selection(t)?t:n.select(t);e.selectAll(&quot;g.hovertext&quot;).remove(),e.selectAll(&quot;.spikeline&quot;).remove()},click:t(&quot;./click&quot;)}},{&quot;../../lib&quot;:495,&quot;../dragelement&quot;:394,&quot;./attributes&quot;:406,&quot;./calc&quot;:407,&quot;./click&quot;:408,&quot;./constants&quot;:409,&quot;./defaults&quot;:410,&quot;./helpers&quot;:411,&quot;./hover&quot;:412,&quot;./layout_attributes&quot;:416,&quot;./layout_defaults&quot;:417,&quot;./layout_global_defaults&quot;:418,d3:81}],416:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;),i=t(&quot;../../plots/font_attributes&quot;)({editType:&quot;none&quot;});i.family.dflt=n.HOVERFONT,i.size.dflt=n.HOVERFONTSIZE,e.exports={clickmode:{valType:&quot;flaglist&quot;,flags:[&quot;event&quot;,&quot;select&quot;],dflt:&quot;event&quot;,editType:&quot;plot&quot;,extras:[&quot;none&quot;]},dragmode:{valType:&quot;enumerated&quot;,values:[&quot;zoom&quot;,&quot;pan&quot;,&quot;select&quot;,&quot;lasso&quot;,&quot;orbit&quot;,&quot;turntable&quot;,!1],dflt:&quot;zoom&quot;,editType:&quot;modebar&quot;},hovermode:{valType:&quot;enumerated&quot;,values:[&quot;x&quot;,&quot;y&quot;,&quot;closest&quot;,!1],editType:&quot;modebar&quot;},hoverdistance:{valType:&quot;integer&quot;,min:-1,dflt:20,editType:&quot;none&quot;},spikedistance:{valType:&quot;integer&quot;,min:-1,dflt:20,editType:&quot;none&quot;},hoverlabel:{bgcolor:{valType:&quot;color&quot;,editType:&quot;none&quot;},bordercolor:{valType:&quot;color&quot;,editType:&quot;none&quot;},font:i,namelength:{valType:&quot;integer&quot;,min:-1,dflt:15,editType:&quot;none&quot;},editType:&quot;none&quot;},selectdirection:{valType:&quot;enumerated&quot;,values:[&quot;h&quot;,&quot;v&quot;,&quot;d&quot;,&quot;any&quot;],dflt:&quot;any&quot;,editType:&quot;none&quot;}}},{&quot;../../plots/font_attributes&quot;:567,&quot;./constants&quot;:409}],417:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./layout_attributes&quot;);e.exports=function(t,e,r){function a(r,a){return n.coerce(t,e,i,r,a)}var o,s=a(&quot;clickmode&quot;);&quot;select&quot;===a(&quot;dragmode&quot;)&amp;&amp;a(&quot;selectdirection&quot;),e._has(&quot;cartesian&quot;)?s.indexOf(&quot;select&quot;)&gt;-1?o=&quot;closest&quot;:(e._isHoriz=function(t,e){for(var r=e._scatterStackOpts||{},n=0;n&lt;t.length;n++){var i=t[n],a=i.xaxis+i.yaxis,o=r[a]||{},s=o[i.stackgroup]||{};if(&quot;h&quot;!==i.orientation&amp;&amp;&quot;h&quot;!==s.orientation)return!1}return!0}(r,e),o=e._isHoriz?&quot;y&quot;:&quot;x&quot;):o=&quot;closest&quot;,a(&quot;hovermode&quot;,o)&amp;&amp;(a(&quot;hoverdistance&quot;),a(&quot;spikedistance&quot;));var l=e._has(&quot;mapbox&quot;),u=e._has(&quot;geo&quot;),c=e._basePlotModules.length;&quot;zoom&quot;===e.dragmode&amp;&amp;((l||u)&amp;&amp;1===c||l&amp;&amp;u&amp;&amp;2===c)&amp;&amp;(e.dragmode=&quot;pan&quot;)}},{&quot;../../lib&quot;:495,&quot;./layout_attributes&quot;:416}],418:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;./hoverlabel_defaults&quot;),a=t(&quot;./layout_attributes&quot;);e.exports=function(t,e){i(t,e,function(r,i){return n.coerce(t,e,a,r,i)})}},{&quot;../../lib&quot;:495,&quot;./hoverlabel_defaults&quot;:413,&quot;./layout_attributes&quot;:416}],419:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../lib/regex&quot;).counter,a=t(&quot;../../plots/domain&quot;).attributes,o=t(&quot;../../plots/cartesian/constants&quot;).idRegex,s=t(&quot;../../plot_api/plot_template&quot;),l={rows:{valType:&quot;integer&quot;,min:1,editType:&quot;plot&quot;},roworder:{valType:&quot;enumerated&quot;,values:[&quot;top to bottom&quot;,&quot;bottom to top&quot;],dflt:&quot;top to bottom&quot;,editType:&quot;plot&quot;},columns:{valType:&quot;integer&quot;,min:1,editType:&quot;plot&quot;},subplots:{valType:&quot;info_array&quot;,freeLength:!0,dimensions:2,items:{valType:&quot;enumerated&quot;,values:[i(&quot;xy&quot;).toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},xaxes:{valType:&quot;info_array&quot;,freeLength:!0,items:{valType:&quot;enumerated&quot;,values:[o.x.toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},yaxes:{valType:&quot;info_array&quot;,freeLength:!0,items:{valType:&quot;enumerated&quot;,values:[o.y.toString(),&quot;&quot;],editType:&quot;plot&quot;},editType:&quot;plot&quot;},pattern:{valType:&quot;enumerated&quot;,values:[&quot;independent&quot;,&quot;coupled&quot;],dflt:&quot;coupled&quot;,editType:&quot;plot&quot;},xgap:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},ygap:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},domain:a({name:&quot;grid&quot;,editType:&quot;plot&quot;,noGridCell:!0},{}),xside:{valType:&quot;enumerated&quot;,values:[&quot;bottom&quot;,&quot;bottom plot&quot;,&quot;top plot&quot;,&quot;top&quot;],dflt:&quot;bottom plot&quot;,editType:&quot;plot&quot;},yside:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;left plot&quot;,&quot;right plot&quot;,&quot;right&quot;],dflt:&quot;left plot&quot;,editType:&quot;plot&quot;},editType:&quot;plot&quot;};function u(t,e,r){var n=e[r+&quot;axes&quot;],i=Object.keys((t._splomAxes||{})[r]||{});return Array.isArray(n)?n:i.length?i:void 0}function c(t,e,r,n,i,a){var o=e(t+&quot;gap&quot;,r),s=e(&quot;domain.&quot;+t);e(t+&quot;side&quot;,n);for(var l=new Array(i),u=s[0],c=(s[1]-u)/(i-o),f=c*(1-o),h=0;h&lt;i;h++){var d=u+c*h;l[a?i-1-h:h]=[d,d+f]}return l}function f(t,e,r,n,i){var a,o=new Array(r);function s(t,r){-1!==e.indexOf(r)&amp;&amp;void 0===n[r]?(o[t]=r,n[r]=t):o[t]=&quot;&quot;}if(Array.isArray(t))for(a=0;a&lt;r;a++)s(a,t[a]);else for(s(0,i),a=1;a&lt;r;a++)s(a,i+(a+1));return o}e.exports={moduleType:&quot;component&quot;,name:&quot;grid&quot;,schema:{layout:{grid:l}},layoutAttributes:l,sizeDefaults:function(t,e){var r=t.grid||{},i=u(e,r,&quot;x&quot;),a=u(e,r,&quot;y&quot;);if(t.grid||i||a){var o,f,h=Array.isArray(r.subplots)&amp;&amp;Array.isArray(r.subplots[0]),d=Array.isArray(i),p=Array.isArray(a),g=d&amp;&amp;i!==r.xaxes&amp;&amp;p&amp;&amp;a!==r.yaxes;h?(o=r.subplots.length,f=r.subplots[0].length):(p&amp;&amp;(o=a.length),d&amp;&amp;(f=i.length));var v=s.newContainer(e,&quot;grid&quot;),m=M(&quot;rows&quot;,o),y=M(&quot;columns&quot;,f);if(m*y&gt;1){h||d||p||&quot;independent&quot;===M(&quot;pattern&quot;)&amp;&amp;(h=!0),v._hasSubplotGrid=h;var b,x,_=&quot;top to bottom&quot;===M(&quot;roworder&quot;),w=h?.2:.1,A=h?.3:.1;g&amp;&amp;e._splomGridDflt&amp;&amp;(b=e._splomGridDflt.xside,x=e._splomGridDflt.yside),v._domains={x:c(&quot;x&quot;,M,w,b,y),y:c(&quot;y&quot;,M,A,x,m,_)}}else delete e.grid}function M(t,e){return n.coerce(r,v,l,t,e)}},contentDefaults:function(t,e){var r=e.grid;if(r&amp;&amp;r._domains){var n,i,a,o,s,l,c,h=t.grid||{},d=e._subplots,p=r._hasSubplotGrid,g=r.rows,v=r.columns,m=&quot;independent&quot;===r.pattern,y=r._axisMap={};if(p){var b=h.subplots||[];l=r.subplots=new Array(g);var x=1;for(n=0;n&lt;g;n++){var _=l[n]=new Array(v),w=b[n]||[];for(i=0;i&lt;v;i++)if(m?(s=1===x?&quot;xy&quot;:&quot;x&quot;+x+&quot;y&quot;+x,x++):s=w[i],_[i]=&quot;&quot;,-1!==d.cartesian.indexOf(s)){if(c=s.indexOf(&quot;y&quot;),a=s.slice(0,c),o=s.slice(c),void 0!==y[a]&amp;&amp;y[a]!==i||void 0!==y[o]&amp;&amp;y[o]!==n)continue;_[i]=s,y[a]=i,y[o]=n}}}else{var A=u(e,h,&quot;x&quot;),M=u(e,h,&quot;y&quot;);r.xaxes=f(A,d.xaxis,v,y,&quot;x&quot;),r.yaxes=f(M,d.yaxis,g,y,&quot;y&quot;)}var T=r._anchors={},k=&quot;top to bottom&quot;===r.roworder;for(var E in y){var L,S,C,O=E.charAt(0),R=r[O+&quot;side&quot;];if(R.length&lt;8)T[E]=&quot;free&quot;;else if(&quot;x&quot;===O){if(&quot;t&quot;===R.charAt(0)===k?(L=0,S=1,C=g):(L=g-1,S=-1,C=-1),p){var P=y[E];for(n=L;n!==C;n+=S)if((s=l[n][P])&amp;&amp;(c=s.indexOf(&quot;y&quot;),s.slice(0,c)===E)){T[E]=s.slice(c);break}}else for(n=L;n!==C;n+=S)if(o=r.yaxes[n],-1!==d.cartesian.indexOf(E+o)){T[E]=o;break}}else if(&quot;l&quot;===R.charAt(0)?(L=0,S=1,C=v):(L=v-1,S=-1,C=-1),p){var z=y[E];for(n=L;n!==C;n+=S)if((s=l[z][n])&amp;&amp;(c=s.indexOf(&quot;y&quot;),s.slice(c)===E)){T[E]=s.slice(0,c);break}}else for(n=L;n!==C;n+=S)if(a=r.xaxes[n],-1!==d.cartesian.indexOf(a+E)){T[E]=a;break}}}}}},{&quot;../../lib&quot;:495,&quot;../../lib/regex&quot;:510,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547,&quot;../../plots/domain&quot;:566}],420:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/constants&quot;),i=t(&quot;../../plot_api/plot_template&quot;).templatedArray;e.exports=i(&quot;image&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;arraydraw&quot;},source:{valType:&quot;string&quot;,editType:&quot;arraydraw&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;below&quot;,&quot;above&quot;],dflt:&quot;above&quot;,editType:&quot;arraydraw&quot;},sizex:{valType:&quot;number&quot;,dflt:0,editType:&quot;arraydraw&quot;},sizey:{valType:&quot;number&quot;,dflt:0,editType:&quot;arraydraw&quot;},sizing:{valType:&quot;enumerated&quot;,values:[&quot;fill&quot;,&quot;contain&quot;,&quot;stretch&quot;],dflt:&quot;contain&quot;,editType:&quot;arraydraw&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;arraydraw&quot;},x:{valType:&quot;any&quot;,dflt:0,editType:&quot;arraydraw&quot;},y:{valType:&quot;any&quot;,dflt:0,editType:&quot;arraydraw&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;arraydraw&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;,editType:&quot;arraydraw&quot;},xref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,n.idRegex.x.toString()],dflt:&quot;paper&quot;,editType:&quot;arraydraw&quot;},yref:{valType:&quot;enumerated&quot;,values:[&quot;paper&quot;,n.idRegex.y.toString()],dflt:&quot;paper&quot;,editType:&quot;arraydraw&quot;},editType:&quot;arraydraw&quot;})},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/constants&quot;:547}],421:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib/to_log_range&quot;);e.exports=function(t,e,r,a){e=e||{};var o=&quot;log&quot;===r&amp;&amp;&quot;linear&quot;===e.type,s=&quot;linear&quot;===r&amp;&amp;&quot;log&quot;===e.type;if(o||s)for(var l,u,c=t._fullLayout.images,f=e._id.charAt(0),h=0;h&lt;c.length;h++)if(u=&quot;images[&quot;+h+&quot;].&quot;,(l=c[h])[f+&quot;ref&quot;]===e._id){var d=l[f],p=l[&quot;size&quot;+f],g=null,v=null;if(o){g=i(d,e.range);var m=p/Math.pow(10,g)/2;v=2*Math.log(m+Math.sqrt(1+m*m))/Math.LN10}else v=(g=Math.pow(10,d))*(Math.pow(10,p/2)-Math.pow(10,-p/2));n(g)?n(v)||(v=null):(g=null,v=null),a(u+f,g),a(u+&quot;size&quot;+f,v)}}},{&quot;../../lib/to_log_range&quot;:520,&quot;fast-isnumeric&quot;:90}],422:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/cartesian/axes&quot;),a=t(&quot;../../plots/array_container_defaults&quot;),o=t(&quot;./attributes&quot;);function s(t,e,r){function a(r,i){return n.coerce(t,e,o,r,i)}var s=a(&quot;source&quot;);if(!a(&quot;visible&quot;,!!s))return e;a(&quot;layer&quot;),a(&quot;xanchor&quot;),a(&quot;yanchor&quot;),a(&quot;sizex&quot;),a(&quot;sizey&quot;),a(&quot;sizing&quot;),a(&quot;opacity&quot;);for(var l={_fullLayout:r},u=[&quot;x&quot;,&quot;y&quot;],c=0;c&lt;2;c++){var f=u[c],h=i.coerceRef(t,e,l,f,&quot;paper&quot;);if(&quot;paper&quot;!==h)i.getFromId(l,h)._imgIndices.push(e._index);i.coercePosition(e,l,a,h,f,0)}return e}e.exports=function(t,e){a(t,e,{name:&quot;images&quot;,handleItemDefaults:s})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;../../plots/cartesian/axes&quot;:541,&quot;./attributes&quot;:420}],423:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../drawing&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../constants/xmlns_namespaces&quot;);e.exports=function(t){var e,r,s=t._fullLayout,l=[],u={},c=[];for(r=0;r&lt;s.images.length;r++){var f=s.images[r];if(f.visible)if(&quot;below&quot;===f.layer&amp;&amp;&quot;paper&quot;!==f.xref&amp;&amp;&quot;paper&quot;!==f.yref){e=f.xref+f.yref;var h=s._plots[e];if(!h){c.push(f);continue}h.mainplot&amp;&amp;(e=h.mainplot.id),u[e]||(u[e]=[]),u[e].push(f)}else&quot;above&quot;===f.layer?l.push(f):c.push(f)}var d={x:{left:{sizing:&quot;xMin&quot;,offset:0},center:{sizing:&quot;xMid&quot;,offset:-.5},right:{sizing:&quot;xMax&quot;,offset:-1}},y:{top:{sizing:&quot;YMin&quot;,offset:0},middle:{sizing:&quot;YMid&quot;,offset:-.5},bottom:{sizing:&quot;YMax&quot;,offset:-1}}};function p(e){var r=n.select(this);if(!this.img||this.img.src!==e.source){r.attr(&quot;xmlns&quot;,o.svg);var i=new Promise(function(t){var n=new Image;function i(){r.remove(),t()}this.img=n,n.setAttribute(&quot;crossOrigin&quot;,&quot;anonymous&quot;),n.onerror=i,n.onload=function(){var e=document.createElement(&quot;canvas&quot;);e.width=this.width,e.height=this.height,e.getContext(&quot;2d&quot;).drawImage(this,0,0);var n=e.toDataURL(&quot;image/png&quot;);r.attr(&quot;xlink:href&quot;,n),t()},r.on(&quot;error&quot;,i),n.src=e.source}.bind(this));t._promises.push(i)}}function g(e){var r=n.select(this),o=a.getFromId(t,e.xref),l=a.getFromId(t,e.yref),u=s._size,c=o?Math.abs(o.l2p(e.sizex)-o.l2p(0)):e.sizex*u.w,f=l?Math.abs(l.l2p(e.sizey)-l.l2p(0)):e.sizey*u.h,h=c*d.x[e.xanchor].offset,p=f*d.y[e.yanchor].offset,g=d.x[e.xanchor].sizing+d.y[e.yanchor].sizing,v=(o?o.r2p(e.x)+o._offset:e.x*u.w+u.l)+h,m=(l?l.r2p(e.y)+l._offset:u.h-e.y*u.h+u.t)+p;switch(e.sizing){case&quot;fill&quot;:g+=&quot; slice&quot;;break;case&quot;stretch&quot;:g=&quot;none&quot;}r.attr({x:v,y:m,width:c,height:f,preserveAspectRatio:g,opacity:e.opacity});var y=(o?o._id:&quot;&quot;)+(l?l._id:&quot;&quot;);i.setClipUrl(r,y?&quot;clip&quot;+s._uid+y:null,t)}var v=s._imageLowerLayer.selectAll(&quot;image&quot;).data(c),m=s._imageUpperLayer.selectAll(&quot;image&quot;).data(l);v.enter().append(&quot;image&quot;),m.enter().append(&quot;image&quot;),v.exit().remove(),m.exit().remove(),v.each(function(t){p.bind(this)(t),g.bind(this)(t)}),m.each(function(t){p.bind(this)(t),g.bind(this)(t)});var y=Object.keys(s._plots);for(r=0;r&lt;y.length;r++){e=y[r];var b=s._plots[e];if(b.imagelayer){var x=b.imagelayer.selectAll(&quot;image&quot;).data(u[e]||[]);x.enter().append(&quot;image&quot;),x.exit().remove(),x.each(function(t){p.bind(this)(t),g.bind(this)(t)})}}}},{&quot;../../constants/xmlns_namespaces&quot;:476,&quot;../../plots/cartesian/axes&quot;:541,&quot;../drawing&quot;:397,d3:81}],424:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;component&quot;,name:&quot;images&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;images&quot;),draw:t(&quot;./draw&quot;),convertCoords:t(&quot;./convert_coords&quot;)}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:420,&quot;./convert_coords&quot;:421,&quot;./defaults&quot;:422,&quot;./draw&quot;:423}],425:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;);e.exports={bgcolor:{valType:&quot;color&quot;,editType:&quot;legend&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;legend&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;legend&quot;},font:n({editType:&quot;legend&quot;}),orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],dflt:&quot;v&quot;,editType:&quot;legend&quot;},traceorder:{valType:&quot;flaglist&quot;,flags:[&quot;reversed&quot;,&quot;grouped&quot;],extras:[&quot;normal&quot;],editType:&quot;legend&quot;},tracegroupgap:{valType:&quot;number&quot;,min:0,dflt:10,editType:&quot;legend&quot;},x:{valType:&quot;number&quot;,min:-2,max:3,dflt:1.02,editType:&quot;legend&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;legend&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:1,editType:&quot;legend&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;auto&quot;,editType:&quot;legend&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},valign:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;middle&quot;,editType:&quot;legend&quot;},editType:&quot;legend&quot;}},{&quot;../../plots/font_attributes&quot;:567,&quot;../color/attributes&quot;:375}],426:[function(t,e,r){&quot;use strict&quot;;e.exports={scrollBarWidth:6,scrollBarMinHeight:20,scrollBarColor:&quot;#808BA4&quot;,scrollBarMargin:4,textOffsetX:40}},{}],427:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;../../plots/layout_attributes&quot;),l=t(&quot;./helpers&quot;);e.exports=function(t,e,r){for(var u,c,f,h,d=t.legend||{},p=0,g=!1,v=&quot;normal&quot;,m=0;m&lt;r.length;m++){var y=r[m];y.visible&amp;&amp;((y.showlegend||y._dfltShowLegend)&amp;&amp;(p++,y.showlegend&amp;&amp;(g=!0,(n.traceIs(y,&quot;pie&quot;)||!0===y._input.showlegend)&amp;&amp;p++)),(n.traceIs(y,&quot;bar&quot;)&amp;&amp;&quot;stack&quot;===e.barmode||-1!==[&quot;tonextx&quot;,&quot;tonexty&quot;].indexOf(y.fill))&amp;&amp;(v=l.isGrouped({traceorder:v})?&quot;grouped+reversed&quot;:&quot;reversed&quot;),void 0!==y.legendgroup&amp;&amp;&quot;&quot;!==y.legendgroup&amp;&amp;(v=l.isReversed({traceorder:v})?&quot;reversed+grouped&quot;:&quot;grouped&quot;))}var b=i.coerce(t,e,s,&quot;showlegend&quot;,g&amp;&amp;p&gt;1);if(!1!==b||d.uirevision){var x=a.newContainer(e,&quot;legend&quot;);if(w(&quot;uirevision&quot;,e.uirevision),!1!==b){if(w(&quot;bgcolor&quot;,e.paper_bgcolor),w(&quot;bordercolor&quot;),w(&quot;borderwidth&quot;),i.coerceFont(w,&quot;font&quot;,e.font),w(&quot;orientation&quot;),&quot;h&quot;===x.orientation){var _=t.xaxis;n.getComponentMethod(&quot;rangeslider&quot;,&quot;isVisible&quot;)(_)?(u=0,f=&quot;left&quot;,c=1.1,h=&quot;bottom&quot;):(u=0,f=&quot;left&quot;,c=-.1,h=&quot;top&quot;)}w(&quot;traceorder&quot;,v),l.isGrouped(e.legend)&amp;&amp;w(&quot;tracegroupgap&quot;),w(&quot;x&quot;,u),w(&quot;xanchor&quot;,f),w(&quot;y&quot;,c),w(&quot;yanchor&quot;,h),w(&quot;valign&quot;),i.noneOrAll(d,x,[&quot;x&quot;,&quot;y&quot;])}}function w(t,e){return i.coerce(d,x,o,t,e)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/layout_attributes&quot;:582,&quot;../../registry&quot;:592,&quot;./attributes&quot;:425,&quot;./helpers&quot;:431}],428:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib/events&quot;),l=t(&quot;../dragelement&quot;),u=t(&quot;../drawing&quot;),c=t(&quot;../color&quot;),f=t(&quot;../../lib/svg_text_utils&quot;),h=t(&quot;./handle_click&quot;),d=t(&quot;./constants&quot;),p=t(&quot;../../constants/interactions&quot;),g=t(&quot;../../constants/alignment&quot;),v=g.LINE_SPACING,m=g.FROM_TL,y=g.FROM_BR,b=t(&quot;./get_legend_data&quot;),x=t(&quot;./style&quot;),_=t(&quot;./helpers&quot;),w=p.DBLCLICKDELAY;function A(t,e,r,n,i){var a=r.data()[0][0].trace,o={event:i,node:r.node(),curveNumber:a.index,expandedIndex:a._expandedIndex,data:t.data,layout:t.layout,frames:t._transitionData._frames,config:t._context,fullData:t._fullData,fullLayout:t._fullLayout};if(a._group&amp;&amp;(o.group=a._group),&quot;pie&quot;===a.type&amp;&amp;(o.label=r.datum()[0].label),!1!==s.triggerHandler(t,&quot;plotly_legendclick&quot;,o))if(1===n)e._clickTimeout=setTimeout(function(){h(r,t,n)},w);else if(2===n){e._clickTimeout&amp;&amp;clearTimeout(e._clickTimeout),t._legendMouseDownTime=0,!1!==s.triggerHandler(t,&quot;plotly_legenddoubleclick&quot;,o)&amp;&amp;h(r,t,n)}}function M(t,e,r){var n=t.data()[0][0],a=e._fullLayout,s=n.trace,l=o.traceIs(s,&quot;pie&quot;),c=s.index,h=e._context.edits.legendText&amp;&amp;!l,p=l?n.label:s.name;a.meta&amp;&amp;(p=i.templateString(p,{meta:a.meta}));var g=i.ensureSingle(t,&quot;text&quot;,&quot;legendtext&quot;);function m(r){f.convertToTspans(r,e,function(){!function(t,e){var r=t.data()[0][0];if(!r.trace.showlegend)return void t.remove();var n,i,a=t.select(&quot;g[class*=math-group]&quot;),o=a.node(),s=e._fullLayout.legend.font.size*v;if(o){var l=u.bBox(o);n=l.height,i=l.width,u.setTranslate(a,0,n/4)}else{var c=t.select(&quot;.legendtext&quot;),h=f.lineCount(c),p=c.node();n=s*h,i=p?u.bBox(p).width:0;var g=s*(.3+(1-h)/2);f.positionText(c,d.textOffsetX,g)}r.lineHeight=s,r.height=Math.max(n,16)+3,r.width=i}(t,e)})}g.attr(&quot;text-anchor&quot;,&quot;start&quot;).classed(&quot;user-select-none&quot;,!0).call(u.font,a.legend.font).text(h?T(p,r):p),f.positionText(g,d.textOffsetX,0),h?g.call(f.makeEditable,{gd:e,text:p}).call(m).on(&quot;edit&quot;,function(t){this.text(T(t,r)).call(m);var a=n.trace._fullInput||{},s={};if(o.hasTransform(a,&quot;groupby&quot;)){var l=o.getTransformIndices(a,&quot;groupby&quot;),u=l[l.length-1],f=i.keyedContainer(a,&quot;transforms[&quot;+u+&quot;].styles&quot;,&quot;target&quot;,&quot;value.name&quot;);f.set(n.trace._group,t),s=f.constructUpdate()}else s.name=t;return o.call(&quot;_guiRestyle&quot;,e,s,c)}):m(g)}function T(t,e){var r=Math.max(4,e);if(t&amp;&amp;t.trim().length&gt;=r/2)return t;for(var n=r-(t=t||&quot;&quot;).length;n&gt;0;n--)t+=&quot; &quot;;return t}function k(t,e){var r,a=1,o=i.ensureSingle(t,&quot;rect&quot;,&quot;legendtoggle&quot;,function(t){t.style(&quot;cursor&quot;,&quot;pointer&quot;).attr(&quot;pointer-events&quot;,&quot;all&quot;).call(c.fill,&quot;rgba(0,0,0,0)&quot;)});o.on(&quot;mousedown&quot;,function(){(r=(new Date).getTime())-e._legendMouseDownTime&lt;w?a+=1:(a=1,e._legendMouseDownTime=r)}),o.on(&quot;mouseup&quot;,function(){if(!e._dragged&amp;&amp;!e._editing){var r=e._fullLayout.legend;(new 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e=t[0],r=n.select(this).select(&quot;.legendtoggle&quot;);u.setRect(r,0,-e.height/2,(P?0:o._width)+c,e.height)})}function L(t){var e=t._fullLayout.legend,r=&quot;left&quot;;i.isRightAnchor(e)?r=&quot;right&quot;:i.isCenterAnchor(e)&amp;&amp;(r=&quot;center&quot;);var n=&quot;top&quot;;i.isBottomAnchor(e)?n=&quot;bottom&quot;:i.isMiddleAnchor(e)&amp;&amp;(n=&quot;middle&quot;),a.autoMargin(t,&quot;legend&quot;,{x:e.x,y:e.y,l:e._width*m[r],r:e._width*y[r],b:e._height*y[n],t:e._height*m[n]})}e.exports=function(t){var e=t._fullLayout,r=&quot;legend&quot;+e._uid;if(e._infolayer&amp;&amp;t.calcdata){t._legendMouseDownTime||(t._legendMouseDownTime=0);var s=e.legend,f=e.showlegend&amp;&amp;b(t.calcdata,s),h=e.hiddenlabels||[];if(!e.showlegend||!f.length)return e._infolayer.selectAll(&quot;.legend&quot;).remove(),e._topdefs.select(&quot;#&quot;+r).remove(),void a.autoMargin(t,&quot;legend&quot;);for(var p=0,g=0;g&lt;f.length;g++)for(var v=0;v&lt;f[g].length;v++){var 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N=I.selectAll(&quot;g.traces&quot;).data(i.identity);N.enter().append(&quot;g&quot;).attr(&quot;class&quot;,&quot;traces&quot;),N.exit().remove(),N.style(&quot;opacity&quot;,function(t){var e=t[0].trace;return o.traceIs(e,&quot;pie&quot;)?-1!==h.indexOf(t[0].label)?.5:1:&quot;legendonly&quot;===e.visible?.5:1}).each(function(){n.select(this).call(M,t,p)}).call(x,t).each(function(){n.select(this).call(k,t)}),i.syncOrAsync([a.previousPromises,function(){S&amp;&amp;(E(t,I,N),L(t));var c=e.width,f=e.height;E(t,I,N),s._height&gt;f?function(t){var e=t._fullLayout.legend,r=&quot;left&quot;;i.isRightAnchor(e)?r=&quot;right&quot;:i.isCenterAnchor(e)&amp;&amp;(r=&quot;center&quot;);a.autoMargin(t,&quot;legend&quot;,{x:e.x,y:.5,l:e._width*m[r],r:e._width*y[r],b:0,t:0})}(t):L(t);var h=e._size,p=h.l+h.w*s.x,g=h.t+h.h*(1-s.y);i.isRightAnchor(s)?p-=s._width:i.isCenterAnchor(s)&amp;&amp;(p-=s._width/2),i.isBottomAnchor(s)?g-=s._height:i.isMiddleAnchor(s)&amp;&amp;(g-=s._height/2);var v=s._width,b=h.w;v&gt;b?(p=h.l,v=b):(p+v&gt;c&amp;&amp;(p=c-v),p&lt;0&amp;&amp;(p=0),v=Math.min(c-p,s._width));var x,_,w,M,T=s._height,k=h.h;if(T&gt;k?(g=h.t,T=k):(g+T&gt;f&amp;&amp;(g=f-T),g&lt;0&amp;&amp;(g=0),T=Math.min(f-g,s._height)),u.setTranslate(C,p,g),z.on(&quot;.drag&quot;,null),C.on(&quot;wheel&quot;,null),s._height&lt;=T||t._context.staticPlot)R.attr({width:v-s.borderwidth,height:T-s.borderwidth,x:s.borderwidth/2,y:s.borderwidth/2}),u.setTranslate(P,0,0),O.select(&quot;rect&quot;).attr({width:v-2*s.borderwidth,height:T-2*s.borderwidth,x:s.borderwidth,y:s.borderwidth}),u.setClipUrl(P,r,t),u.setRect(z,0,0,0,0),delete s._scrollY;else{var 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T;switch(p.visible){case!0:T=&quot;legendonly&quot;;break;case!1:T=!1;break;case&quot;legendonly&quot;:T=!0}if(A)for(o=0;o&lt;d.length;o++)!1!==d[o].visible&amp;&amp;d[o].legendgroup===g&amp;&amp;R(d[o],T);else R(p,T)}else if(2===r){var k,E,L=!0;for(o=0;o&lt;d.length;o++)if(!(d[o]===p)&amp;&amp;!(k=A&amp;&amp;d[o].legendgroup===g)&amp;&amp;!0===d[o].visible&amp;&amp;!i.traceIs(d[o],&quot;notLegendIsolatable&quot;)){L=!1;break}for(o=0;o&lt;d.length;o++)if(!1!==d[o].visible&amp;&amp;!i.traceIs(d[o],&quot;notLegendIsolatable&quot;))switch(p.visible){case&quot;legendonly&quot;:R(d[o],!0);break;case!0:E=!!L||&quot;legendonly&quot;,k=d[o]===p||A&amp;&amp;d[o].legendgroup===g,R(d[o],!!k||E)}}for(o=0;o&lt;y.length;o++)if(l=y[o]){var S=l.constructUpdate(),C=Object.keys(S);for(s=0;s&lt;C.length;s++)u=C[s],(v[u]=v[u]||[])[b[o]]=S[u]}for(c=Object.keys(v),o=0;o&lt;c.length;o++)for(u=c[o],s=0;s&lt;m.length;s++)v[u].hasOwnProperty(s)||(v[u][s]=void 0);i.call(&quot;_guiRestyle&quot;,e,v,m)}}function 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e=t[0].trace,r=e.marker||{},a=r.line||{},o=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendbar&quot;).data(i.traceIs(e,&quot;bar&quot;)?[t]:[]);o.enter().append(&quot;path&quot;).classed(&quot;legendbar&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),o.exit().remove(),o.each(function(t){var e=n.select(this),i=t[0],o=(i.mlw+1||a.width+1)-1;e.style(&quot;stroke-width&quot;,o+&quot;px&quot;).call(s.fill,i.mc||r.color),o&amp;&amp;e.call(s.stroke,i.mlc||a.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendbox&quot;).data(i.traceIs(e,&quot;box-violin&quot;)&amp;&amp;e.visible?[t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendbox&quot;,!0).attr(&quot;d&quot;,&quot;M6,6H-6V-6H6Z&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),r.exit().remove(),r.each(function(){var 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h=l.hasMarkers(r)||l.hasText(r),d=i||c,p=a||u,g=h||!d?&quot;M5,0&quot;:p?&quot;M5,-2&quot;:&quot;M5,-3&quot;,v=n.select(this),m=v.select(&quot;.legendfill&quot;).selectAll(&quot;path&quot;).data(i||c?[t]:[]);m.enter().append(&quot;path&quot;).classed(&quot;js-fill&quot;,!0),m.exit().remove(),m.attr(&quot;d&quot;,g+&quot;h30v6h-30z&quot;).call(i?o.fillGroupStyle:function(t){if(t.size()){var n=&quot;legendfill-&quot;+r.uid;o.gradient(t,e,n,&quot;horizontalreversed&quot;,r.colorscale,&quot;fill&quot;)}});var y=v.select(&quot;.legendlines&quot;).selectAll(&quot;path&quot;).data(a||u?[t]:[]);y.enter().append(&quot;path&quot;).classed(&quot;js-line&quot;,!0),y.exit().remove(),y.attr(&quot;d&quot;,g+(u?&quot;l30,0.0001&quot;:&quot;h30&quot;)).call(a?o.lineGroupStyle:function(t){if(t.size()){var n=&quot;legendline-&quot;+r.uid;o.lineGroupStyle(t),o.gradient(t,e,n,&quot;horizontalreversed&quot;,r.colorscale,&quot;stroke&quot;)}})}).each(function(t){var 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y=n.select(this).select(&quot;g.legendpoints&quot;),b=y.selectAll(&quot;path.scatterpts&quot;).data(c?r:[]);b.enter().insert(&quot;path&quot;,&quot;:first-child&quot;).classed(&quot;scatterpts&quot;,!0).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),b.exit().remove(),b.call(o.pointStyle,i,e),c&amp;&amp;(r[0].mrc=3);var x=y.selectAll(&quot;g.pointtext&quot;).data(f?r:[]);x.enter().append(&quot;g&quot;).classed(&quot;pointtext&quot;,!0).append(&quot;text&quot;).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;),x.exit().remove(),x.selectAll(&quot;text&quot;).call(o.textPointStyle,i,e)}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendcandle&quot;).data(&quot;candlestick&quot;===e.type&amp;&amp;e.visible?[t,t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendcandle&quot;,!0).attr(&quot;d&quot;,function(t,e){return e?&quot;M-15,0H-8M-8,6V-6H8Z&quot;:&quot;M15,0H8M8,-6V6H-8Z&quot;}).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),r.exit().remove(),r.each(function(t,r){var i=e[r?&quot;increasing&quot;:&quot;decreasing&quot;],a=i.line.width,o=n.select(this);o.style(&quot;stroke-width&quot;,a+&quot;px&quot;).call(s.fill,i.fillcolor),a&amp;&amp;s.stroke(o,i.line.color)})}).each(function(t){var e=t[0].trace,r=n.select(this).select(&quot;g.legendpoints&quot;).selectAll(&quot;path.legendohlc&quot;).data(&quot;ohlc&quot;===e.type&amp;&amp;e.visible?[t,t]:[]);r.enter().append(&quot;path&quot;).classed(&quot;legendohlc&quot;,!0).attr(&quot;d&quot;,function(t,e){return e?&quot;M-15,0H0M-8,-6V0&quot;:&quot;M15,0H0M8,6V0&quot;}).attr(&quot;transform&quot;,&quot;translate(20,0)&quot;).style(&quot;stroke-miterlimit&quot;,1),r.exit().remove(),r.each(function(t,r){var 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d,p=&quot;in&quot;===l?.5:2,g=(1+p)/2,v=(1-p)/2;for(i=0;i&lt;f.length;i++)if(!(r=f[i]).fixedrange)if(d=r._name,&quot;auto&quot;===l)c[d+&quot;.autorange&quot;]=!0;else if(&quot;reset&quot;===l){if(void 0===r._rangeInitial)c[d+&quot;.autorange&quot;]=!0;else{var m=r._rangeInitial.slice();c[d+&quot;.range[0]&quot;]=m[0],c[d+&quot;.range[1]&quot;]=m[1]}void 0!==r._showSpikeInitial&amp;&amp;(c[d+&quot;.showspikes&quot;]=r._showSpikeInitial,&quot;on&quot;!==h||r._showSpikeInitial||(h=&quot;off&quot;))}else{var y=[r.r2l(r.range[0]),r.r2l(r.range[1])],b=[g*y[0]+v*y[1],g*y[1]+v*y[0]];c[d+&quot;.range[0]&quot;]=r.l2r(b[0]),c[d+&quot;.range[1]&quot;]=r.l2r(b[1])}u._cartesianSpikesEnabled=h}else{if(&quot;hovermode&quot;!==s||&quot;x&quot;!==l&amp;&amp;&quot;y&quot;!==l){if(&quot;hovermode&quot;===s&amp;&amp;&quot;closest&quot;===l){for(i=0;i&lt;f.length;i++)r=f[i],&quot;on&quot;!==h||r.showspikes||(h=&quot;off&quot;);u._cartesianSpikesEnabled=h}}else 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e=g(t);n.call(&quot;_guiRelayout&quot;,t,&quot;hovermode&quot;,e)}function m(t,e){for(var r=t._fullLayout,i=r._subplots[e],a={},o=0;o&lt;i.length;o++)for(var s=i[o],l=r[s]._subplot.viewInitial,u=Object.keys(l),c=0;c&lt;u.length;c++){var f=u[c];a[s+&quot;.&quot;+f]=l[f]}n.call(&quot;_guiRelayout&quot;,t,a)}u.toImage={name:&quot;toImage&quot;,title:function(t){var e=(t._context.toImageButtonOptions||{}).format||&quot;png&quot;;return l(t,&quot;png&quot;===e?&quot;Download plot as a png&quot;:&quot;Download plot&quot;)},icon:s.camera,click:function(t){var e=t._context.toImageButtonOptions,r={format:e.format||&quot;png&quot;};o.notifier(l(t,&quot;Taking snapshot - this may take a few seconds&quot;),&quot;long&quot;),&quot;svg&quot;!==r.format&amp;&amp;o.isIE()&amp;&amp;(o.notifier(l(t,&quot;IE only supports svg.  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l(t,&quot;Box Select&quot;)},attr:&quot;dragmode&quot;,val:&quot;select&quot;,icon:s.selectbox,click:c},u.lasso2d={name:&quot;lasso2d&quot;,title:function(t){return l(t,&quot;Lasso Select&quot;)},attr:&quot;dragmode&quot;,val:&quot;lasso&quot;,icon:s.lasso,click:c},u.zoomIn2d={name:&quot;zoomIn2d&quot;,title:function(t){return l(t,&quot;Zoom in&quot;)},attr:&quot;zoom&quot;,val:&quot;in&quot;,icon:s.zoom_plus,click:c},u.zoomOut2d={name:&quot;zoomOut2d&quot;,title:function(t){return l(t,&quot;Zoom out&quot;)},attr:&quot;zoom&quot;,val:&quot;out&quot;,icon:s.zoom_minus,click:c},u.autoScale2d={name:&quot;autoScale2d&quot;,title:function(t){return l(t,&quot;Autoscale&quot;)},attr:&quot;zoom&quot;,val:&quot;auto&quot;,icon:s.autoscale,click:c},u.resetScale2d={name:&quot;resetScale2d&quot;,title:function(t){return l(t,&quot;Reset axes&quot;)},attr:&quot;zoom&quot;,val:&quot;reset&quot;,icon:s.home,click:c},u.hoverClosestCartesian={name:&quot;hoverClosestCartesian&quot;,title:function(t){return l(t,&quot;Show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:&quot;closest&quot;,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:c},u.hoverCompareCartesian={name:&quot;hoverCompareCartesian&quot;,title:function(t){return l(t,&quot;Compare data on hover&quot;)},attr:&quot;hovermode&quot;,val:function(t){return t._fullLayout._isHoriz?&quot;y&quot;:&quot;x&quot;},icon:s.tooltip_compare,gravity:&quot;ne&quot;,click:c},u.zoom3d={name:&quot;zoom3d&quot;,title:function(t){return l(t,&quot;Zoom&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;zoom&quot;,icon:s.zoombox,click:f},u.pan3d={name:&quot;pan3d&quot;,title:function(t){return l(t,&quot;Pan&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;pan&quot;,icon:s.pan,click:f},u.orbitRotation={name:&quot;orbitRotation&quot;,title:function(t){return l(t,&quot;Orbital rotation&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;orbit&quot;,icon:s[&quot;3d_rotate&quot;],click:f},u.tableRotation={name:&quot;tableRotation&quot;,title:function(t){return l(t,&quot;Turntable rotation&quot;)},attr:&quot;scene.dragmode&quot;,val:&quot;turntable&quot;,icon:s[&quot;z-axis&quot;],click:f},u.resetCameraDefault3d={name:&quot;resetCameraDefault3d&quot;,title:function(t){return l(t,&quot;Reset camera to default&quot;)},attr:&quot;resetDefault&quot;,icon:s.home,click:h},u.resetCameraLastSave3d={name:&quot;resetCameraLastSave3d&quot;,title:function(t){return l(t,&quot;Reset camera to last save&quot;)},attr:&quot;resetLastSave&quot;,icon:s.movie,click:h},u.hoverClosest3d={name:&quot;hoverClosest3d&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:function(t,e){var r=d(t,e);n.call(&quot;_guiRelayout&quot;,t,r)}},u.zoomInGeo={name:&quot;zoomInGeo&quot;,title:function(t){return l(t,&quot;Zoom in&quot;)},attr:&quot;zoom&quot;,val:&quot;in&quot;,icon:s.zoom_plus,click:p},u.zoomOutGeo={name:&quot;zoomOutGeo&quot;,title:function(t){return l(t,&quot;Zoom out&quot;)},attr:&quot;zoom&quot;,val:&quot;out&quot;,icon:s.zoom_minus,click:p},u.resetGeo={name:&quot;resetGeo&quot;,title:function(t){return l(t,&quot;Reset&quot;)},attr:&quot;reset&quot;,val:null,icon:s.autoscale,click:p},u.hoverClosestGeo={name:&quot;hoverClosestGeo&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.hoverClosestGl2d={name:&quot;hoverClosestGl2d&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.hoverClosestPie={name:&quot;hoverClosestPie&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:&quot;closest&quot;,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:v},u.toggleHover={name:&quot;toggleHover&quot;,title:function(t){return l(t,&quot;Toggle show closest data on hover&quot;)},attr:&quot;hovermode&quot;,val:null,toggle:!0,icon:s.tooltip_basic,gravity:&quot;ne&quot;,click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call(&quot;_guiRelayout&quot;,t,r)}},u.resetViews={name:&quot;resetViews&quot;,title:function(t){return l(t,&quot;Reset views&quot;)},icon:s.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(&quot;data-attr&quot;,&quot;zoom&quot;),r.setAttribute(&quot;data-val&quot;,&quot;reset&quot;),c(t,e),r.setAttribute(&quot;data-attr&quot;,&quot;resetLastSave&quot;),h(t,e),m(t,&quot;geo&quot;),m(t,&quot;mapbox&quot;)}},u.toggleSpikelines={name:&quot;toggleSpikelines&quot;,title:function(t){return l(t,&quot;Toggle Spike Lines&quot;)},icon:s.spikeline,attr:&quot;_cartesianSpikesEnabled&quot;,val:&quot;on&quot;,click:function(t){var e=t._fullLayout;e._cartesianSpikesEnabled=&quot;on&quot;===e._cartesianSpikesEnabled?&quot;off&quot;:&quot;on&quot;;var r=function(t){for(var e,r,n=t._fullLayout,i=a.list(t,null,!0),o={},s=0;s&lt;i.length;s++)e=i[s],r=e._name,o[r+&quot;.showspikes&quot;]=&quot;on&quot;===n._cartesianSpikesEnabled||e._showSpikeInitial;return o}(t);n.call(&quot;_guiRelayout&quot;,t,r)}},u.resetViewMapbox={name:&quot;resetViewMapbox&quot;,title:function(t){return l(t,&quot;Reset view&quot;)},attr:&quot;reset&quot;,icon:s.home,click:function(t){m(t,&quot;mapbox&quot;)}}},{&quot;../../../build/ploticon&quot;:2,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592}],435:[function(t,e,r){&quot;use strict&quot;;r.manage=t(&quot;./manage&quot;)},{&quot;./manage&quot;:436}],436:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;),i=t(&quot;../../traces/scatter/subtypes&quot;),a=t(&quot;../../registry&quot;),o=t(&quot;./modebar&quot;),s=t(&quot;./buttons&quot;);e.exports=function(t){var e=t._fullLayout,r=t._context,l=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([&quot;*modeBarButtonsToRemove* configuration options&quot;,&quot;must be an array.&quot;].join(&quot; &quot;));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([&quot;*modeBarButtonsToAdd* configuration 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_=[&quot;toImage&quot;];o&amp;&amp;_.push(&quot;sendDataToCloud&quot;);x(_);var w=[],A=[],M=[],T=[];(c||p||d||g)+h+f+v+m&gt;1?(A=[&quot;toggleHover&quot;],M=[&quot;resetViews&quot;]):h?(w=[&quot;zoomInGeo&quot;,&quot;zoomOutGeo&quot;],A=[&quot;hoverClosestGeo&quot;],M=[&quot;resetGeo&quot;]):f?(A=[&quot;hoverClosest3d&quot;],M=[&quot;resetCameraDefault3d&quot;,&quot;resetCameraLastSave3d&quot;]):v?(A=[&quot;toggleHover&quot;],M=[&quot;resetViewMapbox&quot;]):A=p?[&quot;hoverClosestGl2d&quot;]:d?[&quot;hoverClosestPie&quot;]:[&quot;toggleHover&quot;];c&amp;&amp;(A=[&quot;toggleSpikelines&quot;,&quot;hoverClosestCartesian&quot;,&quot;hoverCompareCartesian&quot;]);!c&amp;&amp;!p||y||(w=[&quot;zoomIn2d&quot;,&quot;zoomOut2d&quot;,&quot;autoScale2d&quot;],&quot;resetViews&quot;!==M[0]&amp;&amp;(M=[&quot;resetScale2d&quot;]));f?T=[&quot;zoom3d&quot;,&quot;pan3d&quot;,&quot;orbitRotation&quot;,&quot;tableRotation&quot;]:(c||p)&amp;&amp;!y||g?T=[&quot;zoom2d&quot;,&quot;pan2d&quot;]:v||h?T=[&quot;pan2d&quot;]:m&amp;&amp;(T=[&quot;zoom2d&quot;]);(function(t){for(var e=!1,r=0;r&lt;t.length&amp;&amp;!e;r++){var n=t[r];n._module&amp;&amp;n._module.selectPoints&amp;&amp;(a.traceIs(n,&quot;scatter-like&quot;)?(i.hasMarkers(n)||i.hasText(n))&amp;&amp;(e=!0):a.traceIs(n,&quot;box-violin&quot;)&amp;&amp;&quot;all&quot;!==n.boxpoints&amp;&amp;&quot;all&quot;!==n.points||(e=!0))}return e})(u)&amp;&amp;T.push(&quot;select2d&quot;,&quot;lasso2d&quot;);return x(T),x(w.concat(M)),x(A),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r&lt;e.length;r++)t.push(e[r]);else t.push(e);return t}(b,r)}(t,r.modeBarButtonsToRemove,r.modeBarButtonsToAdd,r.showSendToCloud),l?l.update(t,u):e._modeBar=o(t,u)}else l&amp;&amp;(l.destroy(),delete e._modeBar)}},{&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../registry&quot;:592,&quot;../../traces/scatter/subtypes&quot;:640,&quot;./buttons&quot;:434,&quot;./modebar&quot;:437}],437:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../lib&quot;),o=t(&quot;../../../build/ploticon&quot;),s=new DOMParser;function l(t){this.container=t.container,this.element=document.createElement(&quot;div&quot;),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var u=l.prototype;u.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=&quot;modebar-&quot;+n._uid;this.element.setAttribute(&quot;id&quot;,i),this._uid=i,this.element.className=&quot;modebar&quot;,&quot;hover&quot;===r.displayModeBar&amp;&amp;(this.element.className+=&quot; modebar--hover ease-bg&quot;),&quot;v&quot;===n.modebar.orientation&amp;&amp;(this.element.className+=&quot; vertical&quot;,e=e.reverse());var o=n.modebar,s=&quot;hover&quot;===r.displayModeBar?&quot;.js-plotly-plot .plotly:hover &quot;:&quot;&quot;;a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+&quot;#&quot;+i+&quot; .modebar-group&quot;,&quot;background-color: &quot;+o.bgcolor),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn .icon path&quot;,&quot;fill: &quot;+o.color),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn:hover .icon path&quot;,&quot;fill: &quot;+o.activecolor),a.addRelatedStyleRule(i,&quot;#&quot;+i+&quot; .modebar-btn.active .icon path&quot;,&quot;fill: &quot;+o.activecolor);var l=!this.hasButtons(e),u=this.hasLogo!==r.displaylogo,c=this.locale!==r.locale;if(this.locale=r.locale,(l||u||c)&amp;&amp;(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&amp;&amp;(f.className=f.className+&quot; watermark&quot;),&quot;v&quot;===n.modebar.orientation?this.element.insertBefore(f,this.element.childNodes[0]):this.element.appendChild(f),this.hasLogo=!0}this.updateActiveButton()},u.updateButtons=function(t){var e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach(function(t){var r=e.createGroup();t.forEach(function(t){var n=t.name;if(!n)throw new Error(&quot;must provide button &#x27;name&#x27; in button config&quot;);if(-1!==e.buttonsNames.indexOf(n))throw new Error(&quot;button name &#x27;&quot;+n+&quot;&#x27; is taken&quot;);e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)}),e.element.appendChild(r)})},u.createGroup=function(){var t=document.createElement(&quot;div&quot;);return t.className=&quot;modebar-group&quot;,t},u.createButton=function(t){var e=this,r=document.createElement(&quot;a&quot;);r.setAttribute(&quot;rel&quot;,&quot;tooltip&quot;),r.className=&quot;modebar-btn&quot;;var i=t.title;void 0===i?i=t.name:&quot;function&quot;==typeof i&amp;&amp;(i=i(this.graphInfo)),(i||0===i)&amp;&amp;r.setAttribute(&quot;data-title&quot;,i),void 0!==t.attr&amp;&amp;r.setAttribute(&quot;data-attr&quot;,t.attr);var a=t.val;if(void 0!==a&amp;&amp;(&quot;function&quot;==typeof a&amp;&amp;(a=a(this.graphInfo)),r.setAttribute(&quot;data-val&quot;,a)),&quot;function&quot;!=typeof t.click)throw new Error(&quot;must provide button &#x27;click&#x27; function in button config&quot;);r.addEventListener(&quot;click&quot;,function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)}),r.setAttribute(&quot;data-toggle&quot;,t.toggle||!1),t.toggle&amp;&amp;n.select(r).classed(&quot;active&quot;,!0);var s=t.icon;return&quot;function&quot;==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(&quot;data-gravity&quot;,t.gravity||&quot;n&quot;),r},u.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=&quot;http://www.w3.org/2000/svg&quot;;if(t.path){(e=document.createElementNS(n,&quot;svg&quot;)).setAttribute(&quot;viewBox&quot;,[0,0,t.width,r].join(&quot; &quot;)),e.setAttribute(&quot;class&quot;,&quot;icon&quot;);var a=document.createElementNS(n,&quot;path&quot;);a.setAttribute(&quot;d&quot;,t.path),t.transform?a.setAttribute(&quot;transform&quot;,t.transform):void 0!==t.ascent&amp;&amp;a.setAttribute(&quot;transform&quot;,&quot;matrix(1 0 0 -1 0 &quot;+t.ascent+&quot;)&quot;),e.appendChild(a)}t.svg&amp;&amp;(e=s.parseFromString(t.svg,&quot;application/xml&quot;).childNodes[0]);return e.setAttribute(&quot;height&quot;,&quot;1em&quot;),e.setAttribute(&quot;width&quot;,&quot;1em&quot;),e},u.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(&quot;data-attr&quot;):null;this.buttonElements.forEach(function(t){var i=t.getAttribute(&quot;data-val&quot;)||!0,o=t.getAttribute(&quot;data-attr&quot;),s=&quot;true&quot;===t.getAttribute(&quot;data-toggle&quot;),l=n.select(t);if(s)o===r&amp;&amp;l.classed(&quot;active&quot;,!l.classed(&quot;active&quot;));else{var u=null===o?o:a.nestedProperty(e,o).get();l.classed(&quot;active&quot;,u===i)}})},u.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r&lt;t.length;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n&lt;t[r].length;n++)if(t[r][n].name!==e[r][n].name)return!1}return!0},u.getLogo=function(){var t=this.createGroup(),e=document.createElement(&quot;a&quot;);return e.href=&quot;https://plot.ly/&quot;,e.target=&quot;_blank&quot;,e.setAttribute(&quot;data-title&quot;,a._(this.graphInfo,&quot;Produced with Plotly&quot;)),e.className=&quot;modebar-btn plotlyjsicon modebar-btn--logo&quot;,e.appendChild(this.createIcon(o.newplotlylogo)),t.appendChild(e),t},u.removeAllButtons=function(){for(;this.element.firstChild;)this.element.removeChild(this.element.firstChild);this.hasLogo=!1},u.destroy=function(){a.removeElement(this.container.querySelector(&quot;.modebar&quot;)),a.deleteRelatedStyleRule(this._uid)},e.exports=function(t,e){var r=t._fullLayout,i=new l({graphInfo:t,container:r._modebardiv.node(),buttons:e});return r._privateplot&amp;&amp;n.select(i.element).append(&quot;span&quot;).classed(&quot;badge-private float--left&quot;,!0).text(&quot;PRIVATE&quot;),i}},{&quot;../../../build/ploticon&quot;:2,&quot;../../lib&quot;:495,d3:81,&quot;fast-isnumeric&quot;:90}],438:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;),a=(0,t(&quot;../../plot_api/plot_template&quot;).templatedArray)(&quot;button&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},step:{valType:&quot;enumerated&quot;,values:[&quot;month&quot;,&quot;year&quot;,&quot;day&quot;,&quot;hour&quot;,&quot;minute&quot;,&quot;second&quot;,&quot;all&quot;],dflt:&quot;month&quot;,editType:&quot;plot&quot;},stepmode:{valType:&quot;enumerated&quot;,values:[&quot;backward&quot;,&quot;todate&quot;],dflt:&quot;backward&quot;,editType:&quot;plot&quot;},count:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;plot&quot;},label:{valType:&quot;string&quot;,editType:&quot;plot&quot;},editType:&quot;plot&quot;});e.exports={visible:{valType:&quot;boolean&quot;,editType:&quot;plot&quot;},buttons:a,x:{valType:&quot;number&quot;,min:-2,max:3,editType:&quot;plot&quot;},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;,editType:&quot;plot&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,editType:&quot;plot&quot;},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;bottom&quot;,editType:&quot;plot&quot;},font:n({editType:&quot;plot&quot;}),bgcolor:{valType:&quot;color&quot;,dflt:i.lightLine,editType:&quot;plot&quot;},activecolor:{valType:&quot;color&quot;,editType:&quot;plot&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;plot&quot;},borderwidth:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},editType:&quot;plot&quot;}},{&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/font_attributes&quot;:567,&quot;../color/attributes&quot;:375}],439:[function(t,e,r){&quot;use strict&quot;;e.exports={yPad:.02,minButtonWidth:30,rx:3,ry:3,lightAmount:25,darkAmount:10}},{}],440:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../color&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;../../plots/array_container_defaults&quot;),s=t(&quot;./attributes&quot;),l=t(&quot;./constants&quot;);function u(t,e,r,i){var a=i.calendar;function o(r,i){return n.coerce(t,e,s.buttons,r,i)}if(o(&quot;visible&quot;)){var l=o(&quot;step&quot;);&quot;all&quot;!==l&amp;&amp;(!a||&quot;gregorian&quot;===a||&quot;month&quot;!==l&amp;&amp;&quot;year&quot;!==l?o(&quot;stepmode&quot;):e.stepmode=&quot;backward&quot;,o(&quot;count&quot;)),o(&quot;label&quot;)}}e.exports=function(t,e,r,c,f){var h=t.rangeselector||{},d=a.newContainer(e,&quot;rangeselector&quot;);function p(t,e){return n.coerce(h,d,s,t,e)}if(p(&quot;visible&quot;,o(h,d,{name:&quot;buttons&quot;,handleItemDefaults:u,calendar:f}).length&gt;0)){var g=function(t,e,r){for(var n=r.filter(function(r){return e[r].anchor===t._id}),i=0,a=0;a&lt;n.length;a++){var o=e[n[a]].domain;o&amp;&amp;(i=Math.max(o[1],i))}return[t.domain[0],i+l.yPad]}(e,r,c);p(&quot;x&quot;,g[0]),p(&quot;y&quot;,g[1]),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),p(&quot;xanchor&quot;),p(&quot;yanchor&quot;),n.coerceFont(p,&quot;font&quot;,r.font);var v=p(&quot;bgcolor&quot;);p(&quot;activecolor&quot;,i.contrast(v,l.lightAmount,l.darkAmount)),p(&quot;bordercolor&quot;),p(&quot;borderwidth&quot;)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/array_container_defaults&quot;:537,&quot;../color&quot;:376,&quot;./attributes&quot;:438,&quot;./constants&quot;:439}],441:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../color&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../../lib&quot;),u=t(&quot;../../lib/svg_text_utils&quot;),c=t(&quot;../../plots/cartesian/axis_ids&quot;),f=t(&quot;../../constants/alignment&quot;),h=f.LINE_SPACING,d=f.FROM_TL,p=f.FROM_BR,g=t(&quot;./constants&quot;),v=t(&quot;./get_update_object&quot;);function m(t){return t._id}function y(t,e,r){var n=l.ensureSingle(t,&quot;rect&quot;,&quot;selector-rect&quot;,function(t){t.attr(&quot;shape-rendering&quot;,&quot;crispEdges&quot;)});n.attr({rx:g.rx,ry:g.ry}),n.call(o.stroke,e.bordercolor).call(o.fill,function(t,e){return e._isActive||e._isHovered?t.activecolor:t.bgcolor}(e,r)).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;)}function b(t,e,r,n){l.ensureSingle(t,&quot;text&quot;,&quot;selector-text&quot;,function(t){t.classed(&quot;user-select-none&quot;,!0).attr(&quot;text-anchor&quot;,&quot;middle&quot;)}).call(s.font,e.font).text(function(t,e){if(t.label)return e?l.templateString(t.label,{meta:e}):t.label;return&quot;all&quot;===t.step?&quot;all&quot;:t.count+t.step.charAt(0)}(r,n._fullLayout.meta)).call(function(t){u.convertToTspans(t,n)})}e.exports=function(t){var e=t._fullLayout._infolayer.selectAll(&quot;.rangeselector&quot;).data(function(t){for(var e=c.list(t,&quot;x&quot;,!0),r=[],n=0;n&lt;e.length;n++){var i=e[n];i.rangeselector&amp;&amp;i.rangeselector.visible&amp;&amp;r.push(i)}return r}(t),m);e.enter().append(&quot;g&quot;).classed(&quot;rangeselector&quot;,!0),e.exit().remove(),e.style({cursor:&quot;pointer&quot;,&quot;pointer-events&quot;:&quot;all&quot;}),e.each(function(e){var r=n.select(this),o=e,c=o.rangeselector,f=r.selectAll(&quot;g.button&quot;).data(l.filterVisible(c.buttons));f.enter().append(&quot;g&quot;).classed(&quot;button&quot;,!0),f.exit().remove(),f.each(function(e){var r=n.select(this),a=v(o,e);e._isActive=function(t,e,r){if(&quot;all&quot;===e.step)return!0===t.autorange;var n=Object.keys(r);return t.range[0]===r[n[0]]&amp;&amp;t.range[1]===r[n[1]]}(o,e,a),r.call(y,c,e),r.call(b,c,e,t),r.on(&quot;click&quot;,function(){t._dragged||i.call(&quot;_guiRelayout&quot;,t,a)}),r.on(&quot;mouseover&quot;,function(){e._isHovered=!0,r.call(y,c,e)}),r.on(&quot;mouseout&quot;,function(){e._isHovered=!1,r.call(y,c,e)})}),function(t,e,r,i,o){var c=0,f=0,v=r.borderwidth;e.each(function(){var t=n.select(this),e=t.select(&quot;.selector-text&quot;),i=r.font.size*h,a=Math.max(i*u.lineCount(e),16)+3;f=Math.max(f,a)}),e.each(function(){var t=n.select(this),e=t.select(&quot;.selector-rect&quot;),i=t.select(&quot;.selector-text&quot;),a=i.node()&amp;&amp;s.bBox(i.node()).width,o=r.font.size*h,l=u.lineCount(i),d=Math.max(a+10,g.minButtonWidth);t.attr(&quot;transform&quot;,&quot;translate(&quot;+(v+c)+&quot;,&quot;+v+&quot;)&quot;),e.attr({x:0,y:0,width:d,height:f}),u.positionText(i,d/2,f/2-(l-1)*o/2+3),c+=d+5});var m=t._fullLayout._size,y=m.l+m.w*r.x,b=m.t+m.h*(1-r.y),x=&quot;left&quot;;l.isRightAnchor(r)&amp;&amp;(y-=c,x=&quot;right&quot;);l.isCenterAnchor(r)&amp;&amp;(y-=c/2,x=&quot;center&quot;);var _=&quot;top&quot;;l.isBottomAnchor(r)&amp;&amp;(b-=f,_=&quot;bottom&quot;);l.isMiddleAnchor(r)&amp;&amp;(b-=f/2,_=&quot;middle&quot;);c=Math.ceil(c),f=Math.ceil(f),y=Math.round(y),b=Math.round(b),a.autoMargin(t,i+&quot;-range-selector&quot;,{x:r.x,y:r.y,l:c*d[x],r:c*p[x],b:f*p[_],t:f*d[_]}),o.attr(&quot;transform&quot;,&quot;translate(&quot;+y+&quot;,&quot;+b+&quot;)&quot;)}(t,f,c,o._name,r)})}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;../../plots/plots&quot;:584,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:439,&quot;./get_update_object&quot;:442,d3:81}],442:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;);e.exports=function(t,e){var r=t._name,i={};if(&quot;all&quot;===e.step)i[r+&quot;.autorange&quot;]=!0;else{var a=function(t,e){var r,i=t.range,a=new 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n=t(&quot;../color/attributes&quot;);e.exports={bgcolor:{valType:&quot;color&quot;,dflt:n.background,editType:&quot;plot&quot;},bordercolor:{valType:&quot;color&quot;,dflt:n.defaultLine,editType:&quot;plot&quot;},borderwidth:{valType:&quot;integer&quot;,dflt:0,min:0,editType:&quot;plot&quot;},autorange:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;,impliedEdits:{&quot;range[0]&quot;:void 0,&quot;range[1]&quot;:void 0}},range:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;calc&quot;,impliedEdits:{&quot;^autorange&quot;:!1}},{valType:&quot;any&quot;,editType:&quot;calc&quot;,impliedEdits:{&quot;^autorange&quot;:!1}}],editType:&quot;calc&quot;,impliedEdits:{autorange:!1}},thickness:{valType:&quot;number&quot;,dflt:.15,min:0,max:1,editType:&quot;plot&quot;},visible:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;calc&quot;},editType:&quot;calc&quot;}},{&quot;../color/attributes&quot;:375}],445:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/cartesian/axis_ids&quot;).list,i=t(&quot;../../plots/cartesian/autorange&quot;).getAutoRange,a=t(&quot;./constants&quot;);e.exports=function(t){for(var e=n(t,&quot;x&quot;,!0),r=0;r&lt;e.length;r++){var o=e[r],s=o[a.name];s&amp;&amp;s.visible&amp;&amp;s.autorange&amp;&amp;(s._input.autorange=!0,s._input.range=s.range=i(t,o))}}},{&quot;../../plots/cartesian/autorange&quot;:540,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./constants&quot;:446}],446:[function(t,e,r){&quot;use 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strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plot_api/plot_template&quot;),a=t(&quot;../../plots/cartesian/axis_ids&quot;),o=t(&quot;./attributes&quot;),s=t(&quot;./oppaxis_attributes&quot;);e.exports=function(t,e,r){var l=t[r],u=e[r];if(l.rangeslider||e._requestRangeslider[u._id]){n.isPlainObject(l.rangeslider)||(l.rangeslider={});var c,f,h=l.rangeslider,d=i.newContainer(u,&quot;rangeslider&quot;);if(_(&quot;visible&quot;)){_(&quot;bgcolor&quot;,e.plot_bgcolor),_(&quot;bordercolor&quot;),_(&quot;borderwidth&quot;),_(&quot;thickness&quot;),_(&quot;autorange&quot;,!u.isValidRange(h.range)),_(&quot;range&quot;);var p=e._subplots;if(p)for(var g=p.cartesian.filter(function(t){return t.substr(0,t.indexOf(&quot;y&quot;))===a.name2id(r)}).map(function(t){return t.substr(t.indexOf(&quot;y&quot;),t.length)}),v=n.simpleMap(g,a.id2name),m=0;m&lt;v.length;m++){var y=v[m];c=h[y]||{},f=i.newContainer(d,y,&quot;yaxis&quot;);var b,x=e[y];c.range&amp;&amp;x.isValidRange(c.range)&amp;&amp;(b=&quot;fixed&quot;),&quot;match&quot;!==w(&quot;rangemode&quot;,b)&amp;&amp;w(&quot;range&quot;,x.range.slice())}d._input=h}}function _(t,e){return n.coerce(h,d,o,t,e)}function w(t,e){return n.coerce(c,f,s,t,e)}}},{&quot;../../lib&quot;:495,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axis_ids&quot;:544,&quot;./attributes&quot;:444,&quot;./oppaxis_attributes&quot;:451}],448:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../lib&quot;),s=t(&quot;../drawing&quot;),l=t(&quot;../color&quot;),u=t(&quot;../titles&quot;),c=t(&quot;../../plots/cartesian&quot;),f=t(&quot;../../plots/cartesian/axis_ids&quot;),h=t(&quot;../dragelement&quot;),d=t(&quot;../../lib/setcursor&quot;),p=t(&quot;./constants&quot;);function g(t,e,r,n){var i=o.ensureSingle(t,&quot;rect&quot;,p.bgClassName,function(t){t.attr({x:0,y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}),a=n.borderwidth%2==0?n.borderwidth:n.borderwidth-1,l=-n._offsetShift,u=s.crispRound(e,n.borderwidth);i.attr({width:n._width+a,height:n._height+a,transform:&quot;translate(&quot;+l+&quot;,&quot;+l+&quot;)&quot;,fill:n.bgcolor,stroke:n.bordercolor,&quot;stroke-width&quot;:u})}function v(t,e,r,n){var i=e._fullLayout;o.ensureSingleById(i._topdefs,&quot;clipPath&quot;,n._clipId,function(t){t.append(&quot;rect&quot;).attr({x:0,y:0})}).select(&quot;rect&quot;).attr({width:n._width,height:n._height})}function m(t,e,r,i){var l,u=e.calcdata,h=t.selectAll(&quot;g.&quot;+p.rangePlotClassName).data(r._subplotsWith,o.identity);h.enter().append(&quot;g&quot;).attr(&quot;class&quot;,function(t){return p.rangePlotClassName+&quot; &quot;+t}).call(s.setClipUrl,i._clipId,e),h.order(),h.exit().remove(),h.each(function(t,o){var s=n.select(this),h=0===o,d=f.getFromId(e,t,&quot;y&quot;),p=d._name,g=i[p],v={data:[],layout:{xaxis:{type:r.type,domain:[0,1],range:i.range.slice(),calendar:r.calendar},width:i._width,height:i._height,margin:{t:0,b:0,l:0,r:0}},_context:e._context};v.layout[p]={type:d.type,domain:[0,1],range:&quot;match&quot;!==g.rangemode?g.range.slice():d.range.slice(),calendar:d.calendar},a.supplyDefaults(v);var m=v._fullLayout.xaxis,y=v._fullLayout[p];m.clearCalc(),m.setScale(),y.clearCalc(),y.setScale();var b={id:t,plotgroup:s,xaxis:m,yaxis:y,isRangePlot:!0};h?l=b:(b.mainplot=&quot;xy&quot;,b.mainplotinfo=l),c.rangePlot(e,b,function(t,e){for(var r=[],n=0;n&lt;t.length;n++){var i=t[n],a=i[0].trace;a.xaxis+a.yaxis===e&amp;&amp;r.push(i)}return r}(u,t))})}function y(t,e,r,n,i){(o.ensureSingle(t,&quot;rect&quot;,p.maskMinClassName,function(t){t.attr({x:0,y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;height&quot;,n._height).call(l.fill,p.maskColor),o.ensureSingle(t,&quot;rect&quot;,p.maskMaxClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;height&quot;,n._height).call(l.fill,p.maskColor),&quot;match&quot;!==i.rangemode)&amp;&amp;(o.ensureSingle(t,&quot;rect&quot;,p.maskMinOppAxisClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;width&quot;,n._width).call(l.fill,p.maskOppAxisColor),o.ensureSingle(t,&quot;rect&quot;,p.maskMaxOppAxisClassName,function(t){t.attr({y:0,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr(&quot;width&quot;,n._width).style(&quot;border-top&quot;,p.maskOppBorder).call(l.fill,p.maskOppAxisColor))}function b(t,e,r,n){e._context.staticPlot||o.ensureSingle(t,&quot;rect&quot;,p.slideBoxClassName,function(t){t.attr({y:0,cursor:p.slideBoxCursor,&quot;shape-rendering&quot;:&quot;crispEdges&quot;})}).attr({height:n._height,fill:p.slideBoxFill})}function x(t,e,r,n){var i=o.ensureSingle(t,&quot;g&quot;,p.grabberMinClassName),a=o.ensureSingle(t,&quot;g&quot;,p.grabberMaxClassName),s={x:0,width:p.handleWidth,rx:p.handleRadius,fill:l.background,stroke:l.defaultLine,&quot;stroke-width&quot;:p.handleStrokeWidth,&quot;shape-rendering&quot;:&quot;crispEdges&quot;},u={y:Math.round(n._height/4),height:Math.round(n._height/2)};if(o.ensureSingle(i,&quot;rect&quot;,p.handleMinClassName,function(t){t.attr(s)}).attr(u),o.ensureSingle(a,&quot;rect&quot;,p.handleMaxClassName,function(t){t.attr(s)}).attr(u),!e._context.staticPlot){var c={width:p.grabAreaWidth,x:0,y:0,fill:p.grabAreaFill,cursor:p.grabAreaCursor};o.ensureSingle(i,&quot;rect&quot;,p.grabAreaMinClassName,function(t){t.attr(c)}).attr(&quot;height&quot;,n._height),o.ensureSingle(a,&quot;rect&quot;,p.grabAreaMaxClassName,function(t){t.attr(c)}).attr(&quot;height&quot;,n._height)}}e.exports=function(t){for(var e=t._fullLayout,r=e._rangeSliderData,a=0;a&lt;r.length;a++){var s=r[a][p.name];s._clipId=s._id+&quot;-&quot;+e._uid}var l=e._infolayer.selectAll(&quot;g.&quot;+p.containerClassName).data(r,function(t){return t._name});l.exit().each(function(t){var r=t[p.name];e._topdefs.select(&quot;#&quot;+r._clipId).remove()}).remove(),0!==r.length&amp;&amp;(l.enter().append(&quot;g&quot;).classed(p.containerClassName,!0).attr(&quot;pointer-events&quot;,&quot;all&quot;),l.each(function(r){var a=n.select(this),s=r[p.name],l=e[f.id2name(r.anchor)],c=s[f.id2name(r.anchor)];if(s.range){var 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e._shapeUpperLayer.selectAll(&quot;path&quot;).remove(),e._shapeLowerLayer.selectAll(&quot;path&quot;).remove(),e._plots){var n=e._plots[r].shapelayer;n&amp;&amp;n.selectAll(&quot;path&quot;).remove()}for(var i=0;i&lt;e.shapes.length;i++)e.shapes[i].visible&amp;&amp;d(t,i)},drawOne:d}},{&quot;../../lib&quot;:495,&quot;../../lib/setcursor&quot;:514,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;../color&quot;:376,&quot;../dragelement&quot;:394,&quot;../drawing&quot;:397,&quot;./constants&quot;:454,&quot;./helpers&quot;:457}],457:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;),i=t(&quot;../../lib&quot;);r.rangeToShapePosition=function(t){return&quot;log&quot;===t.type?t.r2d:function(t){return t}},r.shapePositionToRange=function(t){return&quot;log&quot;===t.type?t.d2r:function(t){return t}},r.decodeDate=function(t){return function(e){return e.replace&amp;&amp;(e=e.replace(&quot;_&quot;,&quot; &quot;)),t(e)}},r.encodeDate=function(t){return function(e){return t(e).replace(&quot; &quot;,&quot;_&quot;)}},r.extractPathCoords=function(t,e){var r=[];return t.match(n.segmentRE).forEach(function(t){var a=e[t.charAt(0)].drawn;if(void 0!==a){var o=t.substr(1).match(n.paramRE);!o||o.length&lt;a||r.push(i.cleanNumber(o[a]))}}),r},r.getDataToPixel=function(t,e,n){var i,a=t._fullLayout._size;if(e){var o=r.shapePositionToRange(e);i=function(t){return e._offset+e.r2p(o(t,!0))},&quot;date&quot;===e.type&amp;&amp;(i=r.decodeDate(i))}else i=n?function(t){return a.t+a.h*(1-t)}:function(t){return a.l+a.w*t};return i},r.getPixelToData=function(t,e,n){var i,a=t._fullLayout._size;if(e){var o=r.rangeToShapePosition(e);i=function(t){return o(e.p2r(t-e._offset))}}else i=n?function(t){return 1-(t-a.t)/a.h}:function(t){return(t-a.l)/a.w};return i},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n}},{&quot;../../lib&quot;:495,&quot;./constants&quot;:454}],458:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./draw&quot;);e.exports={moduleType:&quot;component&quot;,name:&quot;shapes&quot;,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),includeBasePlot:t(&quot;../../plots/cartesian/include_components&quot;)(&quot;shapes&quot;),calcAutorange:t(&quot;./calc_autorange&quot;),draw:n.draw,drawOne:n.drawOne}},{&quot;../../plots/cartesian/include_components&quot;:551,&quot;./attributes&quot;:452,&quot;./calc_autorange&quot;:453,&quot;./defaults&quot;:455,&quot;./draw&quot;:456}],459:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../../plots/pad_attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendDeepAll,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll,s=t(&quot;../../plots/animation_attributes&quot;),l=t(&quot;../../plot_api/plot_template&quot;).templatedArray,u=t(&quot;./constants&quot;),c=l(&quot;step&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0},method:{valType:&quot;enumerated&quot;,values:[&quot;restyle&quot;,&quot;relayout&quot;,&quot;animate&quot;,&quot;update&quot;,&quot;skip&quot;],dflt:&quot;restyle&quot;},args:{valType:&quot;info_array&quot;,freeLength:!0,items:[{valType:&quot;any&quot;},{valType:&quot;any&quot;},{valType:&quot;any&quot;}]},label:{valType:&quot;string&quot;},value:{valType:&quot;string&quot;},execute:{valType:&quot;boolean&quot;,dflt:!0}});e.exports=o(l(&quot;slider&quot;,{visible:{valType:&quot;boolean&quot;,dflt:!0},active:{valType:&quot;number&quot;,min:0,dflt:0},steps:c,lenmode:{valType:&quot;enumerated&quot;,values:[&quot;fraction&quot;,&quot;pixels&quot;],dflt:&quot;fraction&quot;},len:{valType:&quot;number&quot;,min:0,dflt:1},x:{valType:&quot;number&quot;,min:-2,max:3,dflt:0},pad:a(i({editType:&quot;arraydraw&quot;}),{},{t:{dflt:20}}),xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:0},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;},transition:{duration:{valType:&quot;number&quot;,min:0,dflt:150},easing:{valType:&quot;enumerated&quot;,values:s.transition.easing.values,dflt:&quot;cubic-in-out&quot;}},currentvalue:{visible:{valType:&quot;boolean&quot;,dflt:!0},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;left&quot;},offset:{valType:&quot;number&quot;,dflt:10},prefix:{valType:&quot;string&quot;},suffix:{valType:&quot;string&quot;},font:n({})},font:n({}),activebgcolor:{valType:&quot;color&quot;,dflt:u.gripBgActiveColor},bgcolor:{valType:&quot;color&quot;,dflt:u.railBgColor},bordercolor:{valType:&quot;color&quot;,dflt:u.railBorderColor},borderwidth:{valType:&quot;number&quot;,min:0,dflt:u.railBorderWidth},ticklen:{valType:&quot;number&quot;,min:0,dflt:u.tickLength},tickcolor:{valType:&quot;color&quot;,dflt:u.tickColor},tickwidth:{valType:&quot;number&quot;,min:0,dflt:1},minorticklen:{valType:&quot;number&quot;,min:0,dflt:u.minorTickLength}}),&quot;arraydraw&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/animation_attributes&quot;:536,&quot;../../plots/font_attributes&quot;:567,&quot;../../plots/pad_attributes&quot;:583,&quot;./constants&quot;:460}],460:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;sliders&quot;,containerClassName:&quot;slider-container&quot;,groupClassName:&quot;slider-group&quot;,inputAreaClass:&quot;slider-input-area&quot;,railRectClass:&quot;slider-rail-rect&quot;,railTouchRectClass:&quot;slider-rail-touch-rect&quot;,gripRectClass:&quot;slider-grip-rect&quot;,tickRectClass:&quot;slider-tick-rect&quot;,inputProxyClass:&quot;slider-input-proxy&quot;,labelsClass:&quot;slider-labels&quot;,labelGroupClass:&quot;slider-label-group&quot;,labelClass:&quot;slider-label&quot;,currentValueClass:&quot;slider-current-value&quot;,railHeight:5,menuIndexAttrName:&quot;slider-active-index&quot;,autoMarginIdRoot:&quot;slider-&quot;,minWidth:30,minHeight:30,textPadX:40,arrowOffsetX:4,railRadius:2,railWidth:5,railBorder:4,railBorderWidth:1,railBorderColor:&quot;#bec8d9&quot;,railBgColor:&quot;#f8fafc&quot;,railInset:8,stepInset:10,gripRadius:10,gripWidth:20,gripHeight:20,gripBorder:20,gripBorderWidth:1,gripBorderColor:&quot;#bec8d9&quot;,gripBgColor:&quot;#f6f8fa&quot;,gripBgActiveColor:&quot;#dbdde0&quot;,labelPadding:8,labelOffset:0,tickWidth:1,tickColor:&quot;#333&quot;,tickOffset:25,tickLength:7,minorTickOffset:25,minorTickColor:&quot;#333&quot;,minorTickLength:4,currentValuePadding:8,currentValueInset:0}},{}],461:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../plots/array_container_defaults&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;).name,s=a.steps;function l(t,e,r){function o(r,i){return n.coerce(t,e,a,r,i)}for(var s=i(t,e,{name:&quot;steps&quot;,handleItemDefaults:u}),l=0,c=0;c&lt;s.length;c++)s[c].visible&amp;&amp;l++;if(l&lt;2?e.visible=!1:o(&quot;visible&quot;)){e._stepCount=l;var f=e._visibleSteps=n.filterVisible(s);(s[o(&quot;active&quot;)]||{}).visible||(e.active=f[0]._index),o(&quot;x&quot;),o(&quot;y&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),o(&quot;xanchor&quot;),o(&quot;yanchor&quot;),o(&quot;len&quot;),o(&quot;lenmode&quot;),o(&quot;pad.t&quot;),o(&quot;pad.r&quot;),o(&quot;pad.b&quot;),o(&quot;pad.l&quot;),n.coerceFont(o,&quot;font&quot;,r.font),o(&quot;currentvalue.visible&quot;)&amp;&amp;(o(&quot;currentvalue.xanchor&quot;),o(&quot;currentvalue.prefix&quot;),o(&quot;currentvalue.suffix&quot;),o(&quot;currentvalue.offset&quot;),n.coerceFont(o,&quot;currentvalue.font&quot;,e.font)),o(&quot;transition.duration&quot;),o(&quot;transition.easing&quot;),o(&quot;bgcolor&quot;),o(&quot;activebgcolor&quot;),o(&quot;bordercolor&quot;),o(&quot;borderwidth&quot;),o(&quot;ticklen&quot;),o(&quot;tickwidth&quot;),o(&quot;tickcolor&quot;),o(&quot;minorticklen&quot;)}}function u(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}if(&quot;skip&quot;===t.method||Array.isArray(t.args)?r(&quot;visible&quot;):e.visible=!1){r(&quot;method&quot;),r(&quot;args&quot;);var i=r(&quot;label&quot;,&quot;step-&quot;+e._index);r(&quot;value&quot;,i),r(&quot;execute&quot;)}}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;./attributes&quot;:459,&quot;./constants&quot;:460}],462:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../color&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,c=t(&quot;./constants&quot;),f=t(&quot;../../constants/alignment&quot;),h=f.LINE_SPACING,d=f.FROM_TL,p=f.FROM_BR;function g(t){return c.autoMarginIdRoot+t._index}function v(t){return t._index}function m(t,e){var r=o.tester.selectAll(&quot;g.&quot;+c.labelGroupClass).data(e._visibleSteps);r.enter().append(&quot;g&quot;).classed(c.labelGroupClass,!0);var a=0,u=0;r.each(function(t){var r=x(n.select(this),{step:t},e).node();if(r){var i=o.bBox(r);u=Math.max(u,i.height),a=Math.max(a,i.width)}}),r.remove();var f=e._dims={};f.inputAreaWidth=Math.max(c.railWidth,c.gripHeight);var h=t._fullLayout._size;f.lx=h.l+h.w*e.x,f.ly=h.t+h.h*(1-e.y),&quot;fraction&quot;===e.lenmode?f.outerLength=Math.round(h.w*e.len):f.outerLength=e.len,f.inputAreaStart=0,f.inputAreaLength=Math.round(f.outerLength-e.pad.l-e.pad.r);var v=(f.inputAreaLength-2*c.stepInset)/(e._stepCount-1),m=a+c.labelPadding;if(f.labelStride=Math.max(1,Math.ceil(m/v)),f.labelHeight=u,f.currentValueMaxWidth=0,f.currentValueHeight=0,f.currentValueTotalHeight=0,f.currentValueMaxLines=1,e.currentvalue.visible){var b=o.tester.append(&quot;g&quot;);r.each(function(t){var r=y(b,e,t.label),n=r.node()&amp;&amp;o.bBox(r.node())||{width:0,height:0},i=l.lineCount(r);f.currentValueMaxWidth=Math.max(f.currentValueMaxWidth,Math.ceil(n.width)),f.currentValueHeight=Math.max(f.currentValueHeight,Math.ceil(n.height)),f.currentValueMaxLines=Math.max(f.currentValueMaxLines,i)}),f.currentValueTotalHeight=f.currentValueHeight+e.currentvalue.offset,b.remove()}f.height=f.currentValueTotalHeight+c.tickOffset+e.ticklen+c.labelOffset+f.labelHeight+e.pad.t+e.pad.b;var _=&quot;left&quot;;s.isRightAnchor(e)&amp;&amp;(f.lx-=f.outerLength,_=&quot;right&quot;),s.isCenterAnchor(e)&amp;&amp;(f.lx-=f.outerLength/2,_=&quot;center&quot;);var w=&quot;top&quot;;s.isBottomAnchor(e)&amp;&amp;(f.ly-=f.height,w=&quot;bottom&quot;),s.isMiddleAnchor(e)&amp;&amp;(f.ly-=f.height/2,w=&quot;middle&quot;),f.outerLength=Math.ceil(f.outerLength),f.height=Math.ceil(f.height),f.lx=Math.round(f.lx),f.ly=Math.round(f.ly);var 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a&amp;&amp;(i=s.templateString(i,{meta:a})),n.call(o.font,r.font).text(i).call(l.convertToTspans,r._gd),n}function _(t,e){var r=s.ensureSingle(t,&quot;g&quot;,c.labelsClass),i=e._dims,a=r.selectAll(&quot;g.&quot;+c.labelGroupClass).data(i.labelSteps);a.enter().append(&quot;g&quot;).classed(c.labelGroupClass,!0),a.exit().remove(),a.each(function(t){var r=n.select(this);r.call(x,t,e),o.setTranslate(r,E(e,t.fraction),c.tickOffset+e.ticklen+e.font.size*h+c.labelOffset+i.currentValueTotalHeight)})}function w(t,e,r,n,i){var a=Math.round(n*(r._stepCount-1)),o=r._visibleSteps[a]._index;o!==r.active&amp;&amp;A(t,e,r,o,!0,i)}function A(t,e,r,n,a,o){var s=r.active;r.active=n,u(t.layout,c.name,r).applyUpdate(&quot;active&quot;,n);var l=r.steps[r.active];e.call(k,r,o),e.call(y,r),t.emit(&quot;plotly_sliderchange&quot;,{slider:r,step:r.steps[r.active],interaction:a,previousActive:s}),l&amp;&amp;l.method&amp;&amp;a&amp;&amp;(e._nextMethod?(e._nextMethod.step=l,e._nextMethod.doCallback=a,e._nextMethod.doTransition=o):(e._nextMethod={step:l,doCallback:a,doTransition:o},e._nextMethodRaf=window.requestAnimationFrame(function(){var r=e._nextMethod.step;r.method&amp;&amp;(r.execute&amp;&amp;i.executeAPICommand(t,r.method,r.args),e._nextMethod=null,e._nextMethodRaf=null)})))}function M(t,e,r){var i=r.node(),o=n.select(e);function s(){return r.data()[0]}t.on(&quot;mousedown&quot;,function(){var t=s();e.emit(&quot;plotly_sliderstart&quot;,{slider:t});var l=r.select(&quot;.&quot;+c.gripRectClass);n.event.stopPropagation(),n.event.preventDefault(),l.call(a.fill,t.activebgcolor);var u=L(t,n.mouse(i)[0]);w(e,r,t,u,!0),t._dragging=!0,o.on(&quot;mousemove&quot;,function(){var 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o=E(e,i/(e._stepCount-1));if(!e._invokingCommand){var s=n;r&amp;&amp;e.transition.duration&gt;0&amp;&amp;(s=s.transition().duration(e.transition.duration).ease(e.transition.easing)),s.attr(&quot;transform&quot;,&quot;translate(&quot;+(o-.5*c.gripWidth)+&quot;,&quot;+e._dims.currentValueTotalHeight+&quot;)&quot;)}}function E(t,e){var r=t._dims;return r.inputAreaStart+c.stepInset+(r.inputAreaLength-2*c.stepInset)*Math.min(1,Math.max(0,e))}function L(t,e){var r=t._dims;return Math.min(1,Math.max(0,(e-c.stepInset-r.inputAreaStart)/(r.inputAreaLength-2*c.stepInset-2*r.inputAreaStart)))}function S(t,e,r){var n=r._dims,i=s.ensureSingle(t,&quot;rect&quot;,c.railTouchRectClass,function(n){n.call(M,e,t,r).style(&quot;pointer-events&quot;,&quot;all&quot;)});i.attr({width:n.inputAreaLength,height:Math.max(n.inputAreaWidth,c.tickOffset+r.ticklen+n.labelHeight)}).call(a.fill,r.bgcolor).attr(&quot;opacity&quot;,0),o.setTranslate(i,0,n.currentValueTotalHeight)}function C(t,e){var r=e._dims,n=r.inputAreaLength-2*c.railInset,i=s.ensureSingle(t,&quot;rect&quot;,c.railRectClass);i.attr({width:n,height:c.railWidth,rx:c.railRadius,ry:c.railRadius,&quot;shape-rendering&quot;:&quot;crispEdges&quot;}).call(a.stroke,e.bordercolor).call(a.fill,e.bgcolor).style(&quot;stroke-width&quot;,e.borderwidth+&quot;px&quot;),o.setTranslate(i,c.railInset,.5*(r.inputAreaWidth-c.railWidth)+r.currentValueTotalHeight)}e.exports=function(t){var e=t._fullLayout,r=function(t,e){for(var r=t[c.name],n=[],i=0;i&lt;r.length;i++){var a=r[i];a.visible&amp;&amp;(a._gd=e,n.push(a))}return n}(e,t),a=e._infolayer.selectAll(&quot;g.&quot;+c.containerClassName).data(r.length&gt;0?[0]:[]);function s(e){e._commandObserver&amp;&amp;(e._commandObserver.remove(),delete 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n=r._dims;o.setTranslate(e,n.lx+r.pad.l,n.ly+r.pad.t),e.call(k,r,!1),e.call(y,r)}(t,n.select(this),e)})}}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/plots&quot;:584,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:460,d3:81}],463:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./constants&quot;);e.exports={moduleType:&quot;component&quot;,name:n.name,layoutAttributes:t(&quot;./attributes&quot;),supplyLayoutDefaults:t(&quot;./defaults&quot;),draw:t(&quot;./draw&quot;)}},{&quot;./attributes&quot;:459,&quot;./constants&quot;:460,&quot;./defaults&quot;:461,&quot;./draw&quot;:462}],464:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../../plots/plots&quot;),o=t(&quot;../../registry&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../drawing&quot;),u=t(&quot;../color&quot;),c=t(&quot;../../lib/svg_text_utils&quot;),f=t(&quot;../../constants/interactions&quot;);e.exports={draw:function(t,e,r){var d,p=r.propContainer,g=r.propName,v=r.placeholder,m=r.traceIndex,y=r.avoid||{},b=r.attributes,x=r.transform,_=r.containerGroup,w=t._fullLayout,A=1,M=!1,T=p.title,k=(T&amp;&amp;T.text?T.text:&quot;&quot;).trim(),E=T&amp;&amp;T.font?T.font:{},L=E.family,S=E.size,C=E.color;&quot;title.text&quot;===g?d=&quot;titleText&quot;:-1!==g.indexOf(&quot;axis&quot;)?d=&quot;axisTitleText&quot;:g.indexOf(!0)&amp;&amp;(d=&quot;colorbarTitleText&quot;);var O=t._context.edits[d];&quot;&quot;===k?A=0:k.replace(h,&quot; % &quot;)===v.replace(h,&quot; % &quot;)&amp;&amp;(A=.2,M=!0,O||(k=&quot;&quot;));w.meta&amp;&amp;(k=s.templateString(k,{meta:w.meta}));var R=k||O;_||(_=s.ensureSingle(w._infolayer,&quot;g&quot;,&quot;g-&quot;+e));var P=_.selectAll(&quot;text&quot;).data(R?[0]:[]);if(P.enter().append(&quot;text&quot;),P.text(k).attr(&quot;class&quot;,e),P.exit().remove(),!R)return _;function z(t){s.syncOrAsync([I,N],t)}function I(e){var r;return x?(r=&quot;&quot;,x.rotate&amp;&amp;(r+=&quot;rotate(&quot;+[x.rotate,b.x,b.y]+&quot;)&quot;),x.offset&amp;&amp;(r+=&quot;translate(0, &quot;+x.offset+&quot;)&quot;)):r=null,e.attr(&quot;transform&quot;,r),e.style({&quot;font-family&quot;:L,&quot;font-size&quot;:n.round(S,2)+&quot;px&quot;,fill:u.rgb(C),opacity:A*u.opacity(C),&quot;font-weight&quot;:a.fontWeight}).attr(b).call(c.convertToTspans,t),a.previousPromises(t)}function N(t){var e=n.select(t.node().parentNode);if(y&amp;&amp;y.selection&amp;&amp;y.side&amp;&amp;k){e.attr(&quot;transform&quot;,null);var 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n=t(&quot;../../plots/font_attributes&quot;),i=t(&quot;../color/attributes&quot;),a=t(&quot;../../lib/extend&quot;).extendFlat,o=t(&quot;../../plot_api/edit_types&quot;).overrideAll,s=t(&quot;../../plots/pad_attributes&quot;),l=t(&quot;../../plot_api/plot_template&quot;).templatedArray,u=l(&quot;button&quot;,{visible:{valType:&quot;boolean&quot;},method:{valType:&quot;enumerated&quot;,values:[&quot;restyle&quot;,&quot;relayout&quot;,&quot;animate&quot;,&quot;update&quot;,&quot;skip&quot;],dflt:&quot;restyle&quot;},args:{valType:&quot;info_array&quot;,freeLength:!0,items:[{valType:&quot;any&quot;},{valType:&quot;any&quot;},{valType:&quot;any&quot;}]},label:{valType:&quot;string&quot;,dflt:&quot;&quot;},execute:{valType:&quot;boolean&quot;,dflt:!0}});e.exports=o(l(&quot;updatemenu&quot;,{_arrayAttrRegexps:[/^updatemenus\\[(0|[1-9][0-9]+)\\]\\.buttons/],visible:{valType:&quot;boolean&quot;},type:{valType:&quot;enumerated&quot;,values:[&quot;dropdown&quot;,&quot;buttons&quot;],dflt:&quot;dropdown&quot;},direction:{valType:&quot;enumerated&quot;,values:[&quot;left&quot;,&quot;right&quot;,&quot;up&quot;,&quot;down&quot;],dflt:&quot;down&quot;},active:{valType:&quot;integer&quot;,min:-1,dflt:0},showactive:{valType:&quot;boolean&quot;,dflt:!0},buttons:u,x:{valType:&quot;number&quot;,min:-2,max:3,dflt:-.05},xanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],dflt:&quot;right&quot;},y:{valType:&quot;number&quot;,min:-2,max:3,dflt:1},yanchor:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],dflt:&quot;top&quot;},pad:a(s({editType:&quot;arraydraw&quot;}),{}),font:n({}),bgcolor:{valType:&quot;color&quot;},bordercolor:{valType:&quot;color&quot;,dflt:i.borderLine},borderwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;arraydraw&quot;}}),&quot;arraydraw&quot;,&quot;from-root&quot;)},{&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/font_attributes&quot;:567,&quot;../../plots/pad_attributes&quot;:583,&quot;../color/attributes&quot;:375}],466:[function(t,e,r){&quot;use strict&quot;;e.exports={name:&quot;updatemenus&quot;,containerClassName:&quot;updatemenu-container&quot;,headerGroupClassName:&quot;updatemenu-header-group&quot;,headerClassName:&quot;updatemenu-header&quot;,headerArrowClassName:&quot;updatemenu-header-arrow&quot;,dropdownButtonGroupClassName:&quot;updatemenu-dropdown-button-group&quot;,dropdownButtonClassName:&quot;updatemenu-dropdown-button&quot;,buttonClassName:&quot;updatemenu-button&quot;,itemRectClassName:&quot;updatemenu-item-rect&quot;,itemTextClassName:&quot;updatemenu-item-text&quot;,menuIndexAttrName:&quot;updatemenu-active-index&quot;,autoMarginIdRoot:&quot;updatemenu-&quot;,blankHeaderOpts:{label:&quot;  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n.coerce(t,e,a,r,i)}o(&quot;visible&quot;,i(t,e,{name:&quot;buttons&quot;,handleItemDefaults:u}).length&gt;0)&amp;&amp;(o(&quot;active&quot;),o(&quot;direction&quot;),o(&quot;type&quot;),o(&quot;showactive&quot;),o(&quot;x&quot;),o(&quot;y&quot;),n.noneOrAll(t,e,[&quot;x&quot;,&quot;y&quot;]),o(&quot;xanchor&quot;),o(&quot;yanchor&quot;),o(&quot;pad.t&quot;),o(&quot;pad.r&quot;),o(&quot;pad.b&quot;),o(&quot;pad.l&quot;),n.coerceFont(o,&quot;font&quot;,r.font),o(&quot;bgcolor&quot;,r.paper_bgcolor),o(&quot;bordercolor&quot;),o(&quot;borderwidth&quot;))}function u(t,e){function r(r,i){return n.coerce(t,e,s,r,i)}r(&quot;visible&quot;,&quot;skip&quot;===t.method||Array.isArray(t.args))&amp;&amp;(r(&quot;method&quot;),r(&quot;args&quot;),r(&quot;label&quot;),r(&quot;execute&quot;))}e.exports=function(t,e){i(t,e,{name:o,handleItemDefaults:l})}},{&quot;../../lib&quot;:495,&quot;../../plots/array_container_defaults&quot;:537,&quot;./attributes&quot;:465,&quot;./constants&quot;:466}],468:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;../../plots/plots&quot;),a=t(&quot;../color&quot;),o=t(&quot;../drawing&quot;),s=t(&quot;../../lib&quot;),l=t(&quot;../../lib/svg_text_utils&quot;),u=t(&quot;../../plot_api/plot_template&quot;).arrayEditor,c=t(&quot;../../constants/alignment&quot;).LINE_SPACING,f=t(&quot;./constants&quot;),h=t(&quot;./scrollbox&quot;);function d(t){return t._index}function p(t,e){return+t.attr(f.menuIndexAttrName)===e._index}function 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a=s.ensureSingle(e,&quot;g&quot;,f.headerClassName,function(t){t.style(&quot;pointer-events&quot;,&quot;all&quot;)}),l=i._dims,u=i.active,c=i.buttons[u]||f.blankHeaderOpts,h={y:i.pad.t,yPad:0,x:i.pad.l,xPad:0,index:0},d={width:l.headerWidth,height:l.headerHeight};a.call(y,i,c,t).call(k,i,h,d),s.ensureSingle(e,&quot;text&quot;,f.headerArrowClassName,function(t){t.classed(&quot;user-select-none&quot;,!0).attr(&quot;text-anchor&quot;,&quot;end&quot;).call(o.font,i.font).text(f.arrowSymbol[i.direction])}).attr({x:l.headerWidth-f.arrowOffsetX+i.pad.l,y:l.headerHeight/2+f.textOffsetY+i.pad.t}),a.on(&quot;click&quot;,function(){r.call(E,String(p(r,i)?-1:i._index)),m(t,e,r,n,i)}),a.on(&quot;mouseover&quot;,function(){a.call(w)}),a.on(&quot;mouseout&quot;,function(){a.call(A,i)}),o.setTranslate(e,l.lx,l.ly)}function m(t,e,r,a,o){r||(r=e).attr(&quot;pointer-events&quot;,&quot;all&quot;);var 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r=n.select(this),a=&quot;dropdown&quot;===e.type?u:null;i.manageCommandObserver(t,e,e.buttons,function(n){g(t,e,e.buttons[n.index],r,a,x,n.index,!0)}),&quot;dropdown&quot;===e.type?(v(t,r,u,x,e),p(u,e)&amp;&amp;m(t,r,u,x,e)):m(t,r,null,null,e)})}}},{&quot;../../constants/alignment&quot;:471,&quot;../../lib&quot;:495,&quot;../../lib/svg_text_utils&quot;:518,&quot;../../plot_api/plot_template&quot;:531,&quot;../../plots/plots&quot;:584,&quot;../color&quot;:376,&quot;../drawing&quot;:397,&quot;./constants&quot;:466,&quot;./scrollbox&quot;:470,d3:81}],469:[function(t,e,r){arguments[4][463][0].apply(r,arguments)},{&quot;./attributes&quot;:465,&quot;./constants&quot;:466,&quot;./defaults&quot;:467,&quot;./draw&quot;:468,dup:463}],470:[function(t,e,r){&quot;use strict&quot;;e.exports=s;var n=t(&quot;d3&quot;),i=t(&quot;../color&quot;),a=t(&quot;../drawing&quot;),o=t(&quot;../../lib&quot;);function 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C=m&gt;A,O=s.barWidth+2*s.barPad,R=s.barLength+2*s.barPad,P=p+g,z=v;P+O&gt;l&amp;&amp;(P=l-O);var I=this.container.selectAll(&quot;rect.scrollbar-vertical&quot;).data(C?[0]:[]);I.exit().on(&quot;.drag&quot;,null).remove(),I.enter().append(&quot;rect&quot;).classed(&quot;scrollbar-vertical&quot;,!0).call(i.fill,s.barColor),C?(this.vbar=I.attr({rx:s.barRadius,ry:s.barRadius,x:P,y:z,width:O,height:R}),this._vbarYMin=z+R/2,this._vbarTranslateMax=A-R):(delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax);var N=this.id,D=c-.5,F=C?f+O+.5:f+.5,j=h-.5,B=M?d+k+.5:d+.5,U=o._topdefs.selectAll(&quot;#&quot;+N).data(M||C?[0]:[]);if(U.exit().remove(),U.enter().append(&quot;clipPath&quot;).attr(&quot;id&quot;,N).append(&quot;rect&quot;),M||C?(this._clipRect=U.select(&quot;rect&quot;).attr({x:Math.floor(D),y:Math.floor(j),width:Math.ceil(F)-Math.floor(D),height:Math.ceil(B)-Math.floor(j)}),this.container.call(a.setClipUrl,N,this.gd),this.bg.attr({x:p,y:v,width:g,height:m})):(this.bg.attr({width:0,height:0}),this.container.on(&quot;wheel&quot;,null).on(&quot;.drag&quot;,null).call(a.setClipUrl,null),delete this._clipRect),M||C){var V=n.behavior.drag().on(&quot;dragstart&quot;,function(){n.event.sourceEvent.preventDefault()}).on(&quot;drag&quot;,this._onBoxDrag.bind(this));this.container.on(&quot;wheel&quot;,null).on(&quot;wheel&quot;,this._onBoxWheel.bind(this)).on(&quot;.drag&quot;,null).call(V);var H=n.behavior.drag().on(&quot;dragstart&quot;,function(){n.event.sourceEvent.preventDefault(),n.event.sourceEvent.stopPropagation()}).on(&quot;drag&quot;,this._onBarDrag.bind(this));M&amp;&amp;this.hbar.on(&quot;.drag&quot;,null).call(H),C&amp;&amp;this.vbar.on(&quot;.drag&quot;,null).call(H)}this.setTranslate(e,r)},s.prototype.disable=function(){(this.hbar||this.vbar)&amp;&amp;(this.bg.attr({width:0,height:0}),this.container.on(&quot;wheel&quot;,null).on(&quot;.drag&quot;,null).call(a.setClipUrl,null),delete this._clipRect),this.hbar&amp;&amp;(this.hbar.on(&quot;.drag&quot;,null),this.hbar.remove(),delete this.hbar,delete this._hbarXMin,delete this._hbarTranslateMax),this.vbar&amp;&amp;(this.vbar.on(&quot;.drag&quot;,null),this.vbar.remove(),delete this.vbar,delete this._vbarYMin,delete this._vbarTranslateMax)},s.prototype._onBoxDrag=function(){var t=this.translateX,e=this.translateY;this.hbar&amp;&amp;(t-=n.event.dx),this.vbar&amp;&amp;(e-=n.event.dy),this.setTranslate(t,e)},s.prototype._onBoxWheel=function(){var t=this.translateX,e=this.translateY;this.hbar&amp;&amp;(t+=n.event.deltaY),this.vbar&amp;&amp;(e+=n.event.deltaY),this.setTranslate(t,e)},s.prototype._onBarDrag=function(){var t=this.translateX,e=this.translateY;if(this.hbar){var r=t+this._hbarXMin,i=r+this._hbarTranslateMax;t=(o.constrain(n.event.x,r,i)-r)/(i-r)*(this.position.w-this._box.w)}if(this.vbar){var a=e+this._vbarYMin,s=a+this._vbarTranslateMax;e=(o.constrain(n.event.y,a,s)-a)/(s-a)*(this.position.h-this._box.h)}this.setTranslate(t,e)},s.prototype.setTranslate=function(t,e){var r=this.position.w-this._box.w,n=this.position.h-this._box.h;if(t=o.constrain(t||0,0,r),e=o.constrain(e||0,0,n),this.translateX=t,this.translateY=e,this.container.call(a.setTranslate,this._box.l-this.position.l-t,this._box.t-this.position.t-e),this._clipRect&amp;&amp;this._clipRect.attr({x:Math.floor(this.position.l+t-.5),y:Math.floor(this.position.t+e-.5)}),this.hbar){var i=t/r;this.hbar.call(a.setTranslate,t+i*this._hbarTranslateMax,e)}if(this.vbar){var s=e/n;this.vbar.call(a.setTranslate,t,e+s*this._vbarTranslateMax)}}},{&quot;../../lib&quot;:495,&quot;../color&quot;:376,&quot;../drawing&quot;:397,d3:81}],471:[function(t,e,r){&quot;use 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n=t(&quot;../lib/is_plain_object&quot;),i=t(&quot;../lib/noop&quot;),a=t(&quot;../lib/loggers&quot;),o=t(&quot;../lib/search&quot;).sorterAsc,s=t(&quot;../registry&quot;);r.containerArrayMatch=t(&quot;./container_array_match&quot;);var l=r.isAddVal=function(t){return&quot;add&quot;===t||n(t)},u=r.isRemoveVal=function(t){return null===t||&quot;remove&quot;===t};r.applyContainerArrayChanges=function(t,e,r,n,c){var f=e.astr,h=s.getComponentMethod(f,&quot;supplyLayoutDefaults&quot;),d=s.getComponentMethod(f,&quot;draw&quot;),p=s.getComponentMethod(f,&quot;drawOne&quot;),g=n.replot||n.recalc||h===i||d===i,v=t.layout,m=t._fullLayout;if(r[&quot;&quot;]){Object.keys(r).length&gt;1&amp;&amp;a.warn(&quot;Full array edits are incompatible with other edits&quot;,f);var y=r[&quot;&quot;][&quot;&quot;];if(u(y))e.set(null);else{if(!Array.isArray(y))return a.warn(&quot;Unrecognized full array edit value&quot;,f,y),!0;e.set(y)}return!g&amp;&amp;(h(v,m),d(t),!0)}var 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y,b={},x=0;x&lt;v.length;x++){var _=v[x];b[y=_.type]=(b[y]||0)+1,_._fullInput._template||c.push({code:&quot;missing&quot;,index:_._fullInput.index,traceType:y})}for(y in l){var w=l[y].length,A=b[y]||0;w&gt;A?c.push({code:&quot;unused&quot;,traceType:y,templateCount:w,dataCount:A}):A&gt;w&amp;&amp;c.push({code:&quot;reused&quot;,traceType:y,templateCount:w,dataCount:A})}}else c.push({code:&quot;data&quot;});if(function t(e,r){for(var n in e)if(&quot;_&quot;!==n.charAt(0)){var a=e[n],o=d(e,n,r);i(a)?(Array.isArray(e)&amp;&amp;!1===a._template&amp;&amp;a.templateitemname&amp;&amp;c.push({code:&quot;missing&quot;,path:o,templateitemname:a.templateitemname}),t(a,o)):Array.isArray(a)&amp;&amp;p(a)&amp;&amp;t(a,o)}}({data:v,layout:h},&quot;&quot;),c.length)return c.map(g)}},{&quot;../lib&quot;:495,&quot;../plots/attributes&quot;:538,&quot;../plots/plots&quot;:584,&quot;./plot_config&quot;:529,&quot;./plot_schema&quot;:530,&quot;./plot_template&quot;:531}],534:[function(t,e,r){&quot;use 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n=t(&quot;../components/fx/attributes&quot;);e.exports={type:{valType:&quot;enumerated&quot;,values:[],dflt:&quot;scatter&quot;,editType:&quot;calc+clearAxisTypes&quot;,_noTemplating:!0},visible:{valType:&quot;enumerated&quot;,values:[!0,!1,&quot;legendonly&quot;],dflt:!0,editType:&quot;calc&quot;},showlegend:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;style&quot;},legendgroup:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;style&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1,editType:&quot;style&quot;},name:{valType:&quot;string&quot;,editType:&quot;style&quot;},uid:{valType:&quot;string&quot;,editType:&quot;plot&quot;,anim:!0},ids:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;,anim:!0},customdata:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},selectedpoints:{valType:&quot;any&quot;,editType:&quot;calc&quot;},hoverinfo:{valType:&quot;flaglist&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;text&quot;,&quot;name&quot;],extras:[&quot;all&quot;,&quot;none&quot;,&quot;skip&quot;],arrayOk:!0,dflt:&quot;all&quot;,editType:&quot;none&quot;},hoverlabel:n.hoverlabel,stream:{token:{valType:&quot;string&quot;,noBlank:!0,strict:!0,editType:&quot;calc&quot;},maxpoints:{valType:&quot;number&quot;,min:0,max:1e4,dflt:500,editType:&quot;calc&quot;},editType:&quot;calc&quot;},transforms:{_isLinkedToArray:&quot;transform&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;}}},{&quot;../components/fx/attributes&quot;:406}],539:[function(t,e,r){&quot;use 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i=t._fullLayout;if(!i)return[];var a,o=r.listIds(t,e),s=new Array(o.length);for(a=0;a&lt;o.length;a++){var l=o[a];s[a]=i[l.charAt(0)+&quot;axis&quot;+l.substr(1)]}if(!n){var u=i._subplots.gl3d||[];for(a=0;a&lt;u.length;a++){var c=i[u[a]];e?s.push(c[e+&quot;axis&quot;]):s.push(c.xaxis,c.yaxis,c.zaxis)}}return s},r.listIds=function(t,e){var r=t._fullLayout;if(!r)return[];var n=r._subplots;return e?n[e+&quot;axis&quot;]:n.xaxis.concat(n.yaxis)},r.getFromId=function(t,e,n){var i=t._fullLayout;return&quot;x&quot;===n?e=e.replace(/y[0-9]*/,&quot;&quot;):&quot;y&quot;===n&amp;&amp;(e=e.replace(/x[0-9]*/,&quot;&quot;)),i[r.id2name(e)]},r.getFromTrace=function(t,e,i){var a=t._fullLayout,o=null;if(n.traceIs(e,&quot;gl3d&quot;)){var s=e.scene;&quot;scene&quot;===s.substr(0,5)&amp;&amp;(o=a[s][i+&quot;axis&quot;])}else o=r.getFromId(t,e[i+&quot;axis&quot;]||i);return o},r.idSort=function(t,e){var r=t.charAt(0),n=e.charAt(0);return 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0}},nticks:{valType:&quot;integer&quot;,min:0,dflt:0,editType:&quot;ticks&quot;},tick0:{valType:&quot;any&quot;,editType:&quot;ticks&quot;,impliedEdits:{tickmode:&quot;linear&quot;}},dtick:{valType:&quot;any&quot;,editType:&quot;ticks&quot;,impliedEdits:{tickmode:&quot;linear&quot;}},tickvals:{valType:&quot;data_array&quot;,editType:&quot;ticks&quot;},ticktext:{valType:&quot;data_array&quot;,editType:&quot;ticks&quot;},ticks:{valType:&quot;enumerated&quot;,values:[&quot;outside&quot;,&quot;inside&quot;,&quot;&quot;],editType:&quot;ticks&quot;},tickson:{valType:&quot;enumerated&quot;,values:[&quot;labels&quot;,&quot;boundaries&quot;],dflt:&quot;labels&quot;,editType:&quot;ticks&quot;},mirror:{valType:&quot;enumerated&quot;,values:[!0,&quot;ticks&quot;,!1,&quot;all&quot;,&quot;allticks&quot;],dflt:!1,editType:&quot;ticks+layoutstyle&quot;},ticklen:{valType:&quot;number&quot;,min:0,dflt:5,editType:&quot;ticks&quot;},tickwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks&quot;},tickcolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},showticklabels:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},automargin:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks&quot;},showspikes:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;modebar&quot;},spikecolor:{valType:&quot;color&quot;,dflt:null,editType:&quot;none&quot;},spikethickness:{valType:&quot;number&quot;,dflt:3,editType:&quot;none&quot;},spikedash:o({},a,{dflt:&quot;dash&quot;,editType:&quot;none&quot;}),spikemode:{valType:&quot;flaglist&quot;,flags:[&quot;toaxis&quot;,&quot;across&quot;,&quot;marker&quot;],dflt:&quot;toaxis&quot;,editType:&quot;none&quot;},spikesnap:{valType:&quot;enumerated&quot;,values:[&quot;data&quot;,&quot;cursor&quot;],dflt:&quot;data&quot;,editType:&quot;none&quot;},tickfont:n({editType:&quot;ticks&quot;}),tickangle:{valType:&quot;angle&quot;,dflt:&quot;auto&quot;,editType:&quot;ticks&quot;},tickprefix:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},showtickprefix:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},ticksuffix:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},showticksuffix:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},showexponent:{valType:&quot;enumerated&quot;,values:[&quot;all&quot;,&quot;first&quot;,&quot;last&quot;,&quot;none&quot;],dflt:&quot;all&quot;,editType:&quot;ticks&quot;},exponentformat:{valType:&quot;enumerated&quot;,values:[&quot;none&quot;,&quot;e&quot;,&quot;E&quot;,&quot;power&quot;,&quot;SI&quot;,&quot;B&quot;],dflt:&quot;B&quot;,editType:&quot;ticks&quot;},separatethousands:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks&quot;},tickformat:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},tickformatstops:s(&quot;tickformatstop&quot;,{enabled:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},dtickrange:{valType:&quot;info_array&quot;,items:[{valType:&quot;any&quot;,editType:&quot;ticks&quot;},{valType:&quot;any&quot;,editType:&quot;ticks&quot;}],editType:&quot;ticks&quot;},value:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;ticks&quot;},editType:&quot;ticks&quot;}),hoverformat:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;none&quot;},showline:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;ticks+layoutstyle&quot;},linecolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;layoutstyle&quot;},linewidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks+layoutstyle&quot;},showgrid:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},gridcolor:{valType:&quot;color&quot;,dflt:i.lightLine,editType:&quot;ticks&quot;},gridwidth:{valType:&quot;number&quot;,min:0,dflt:1,editType:&quot;ticks&quot;},zeroline:{valType:&quot;boolean&quot;,editType:&quot;ticks&quot;},zerolinecolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},zerolinewidth:{valType:&quot;number&quot;,dflt:1,editType:&quot;ticks&quot;},showdividers:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;ticks&quot;},dividercolor:{valType:&quot;color&quot;,dflt:i.defaultLine,editType:&quot;ticks&quot;},dividerwidth:{valType:&quot;number&quot;,dflt:1,editType:&quot;ticks&quot;},anchor:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;,l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},side:{valType:&quot;enumerated&quot;,values:[&quot;top&quot;,&quot;bottom&quot;,&quot;left&quot;,&quot;right&quot;],editType:&quot;plot&quot;},overlaying:{valType:&quot;enumerated&quot;,values:[&quot;free&quot;,l.idRegex.x.toString(),l.idRegex.y.toString()],editType:&quot;plot&quot;},layer:{valType:&quot;enumerated&quot;,values:[&quot;above traces&quot;,&quot;below traces&quot;],dflt:&quot;above traces&quot;,editType:&quot;plot&quot;},domain:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;},{valType:&quot;number&quot;,min:0,max:1,editType:&quot;plot&quot;}],dflt:[0,1],editType:&quot;plot&quot;},position:{valType:&quot;number&quot;,min:0,max:1,dflt:0,editType:&quot;plot&quot;},categoryorder:{valType:&quot;enumerated&quot;,values:[&quot;trace&quot;,&quot;category ascending&quot;,&quot;category 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n=t(&quot;../../lib&quot;),i=t(&quot;../../components/color&quot;),a=t(&quot;../../plot_api/plot_template&quot;),o=t(&quot;../layout_attributes&quot;),s=t(&quot;./layout_attributes&quot;),l=t(&quot;./type_defaults&quot;),u=t(&quot;./axis_defaults&quot;),c=t(&quot;./constraints&quot;).handleConstraintDefaults,f=t(&quot;./position_defaults&quot;),h=t(&quot;./axis_ids&quot;),d=h.id2name,p=h.name2id,g=t(&quot;../../registry&quot;),v=g.traceIs,m=g.getComponentMethod;function y(t,e,r){Array.isArray(t[e])?t[e].push(r):t[e]=[r]}e.exports=function(t,e,r){var h,g,b={},x={},_={},w={},A={};for(h=0;h&lt;r.length;h++){var M=r[h];if(v(M,&quot;cartesian&quot;)||v(M,&quot;gl2d&quot;)){var T,k;if(M.xaxis)y(b,T=d(M.xaxis),M);else if(M.xaxes)for(g=0;g&lt;M.xaxes.length;g++)y(b,d(M.xaxes[g]),M);if(M.yaxis)y(b,k=d(M.yaxis),M);else if(M.yaxes)for(g=0;g&lt;M.yaxes.length;g++)y(b,d(M.yaxes[g]),M);if(v(M,&quot;carpet&quot;)&amp;&amp;(&quot;carpet&quot;!==M.type||M._cheater)||T&amp;&amp;(_[T]=1),&quot;carpet&quot;===M.type&amp;&amp;M._cheater&amp;&amp;T&amp;&amp;(x[T]=1),v(M,&quot;2dMap&quot;)&amp;&amp;(w[T]=1,w[k]=1),v(M,&quot;oriented&quot;))A[&quot;h&quot;===M.orientation?k:T]=1}}var E=e._subplots,L=E.xaxis,S=E.yaxis,C=n.simpleMap(L,d),O=n.simpleMap(S,d),R=C.concat(O),P=i.background;L.length&amp;&amp;S.length&amp;&amp;(P=n.coerce(t,e,o,&quot;plot_bgcolor&quot;));var z,I,N,D,F=i.combine(P,e.paper_bgcolor);function j(t,e){return n.coerce(N,D,s,t,e)}function B(t,e){return n.coerce2(N,D,s,t,e)}function U(t){return&quot;x&quot;===t?S:L}var V={x:U(&quot;x&quot;),y:U(&quot;y&quot;)},H=V.x.concat(V.y);function q(e,r){for(var n=&quot;x&quot;===e?C:O,i=[],a=0;a&lt;n.length;a++){var o=n[a];o===r||(t[o]||{}).overlaying||i.push(p(o))}return i}for(h=0;h&lt;R.length;h++){I=(z=R[h]).charAt(0),n.isPlainObject(t[z])||(t[z]={}),N=t[z],D=a.newContainer(e,z,I+&quot;axis&quot;);var G=b[z]||[];D._traceIndices=G.map(function(t){return t._expandedIndex}),D._annIndices=[],D._shapeIndices=[],D._imgIndices=[],D._subplotsWith=[],D._counterAxes=[],D._name=D._attr=z;var X=D._id=p(z),W=q(I,z),Y={letter:I,font:e.font,outerTicks:w[z],showGrid:!A[z],data:G,bgColor:F,calendar:e.calendar,automargin:!0,cheateronly:&quot;x&quot;===I&amp;&amp;x[z]&amp;&amp;!_[z],splomStash:((e._splomAxes||{})[I]||{})[X]};j(&quot;uirevision&quot;,e.uirevision),l(N,D,j,Y),u(N,D,j,Y,e);var Z=B(&quot;spikecolor&quot;),Q=B(&quot;spikethickness&quot;),$=B(&quot;spikedash&quot;),J=B(&quot;spikemode&quot;),K=B(&quot;spikesnap&quot;);j(&quot;showspikes&quot;,!!(Z||Q||$||J||K))||(delete D.spikecolor,delete D.spikethickness,delete D.spikedash,delete D.spikemode,delete D.spikesnap),f(N,D,j,{letter:I,counterAxes:V[I],overlayableAxes:W,grid:e.grid}),D._input=N}var tt=m(&quot;rangeslider&quot;,&quot;handleDefaults&quot;),et=m(&quot;rangeselector&quot;,&quot;handleDefaults&quot;);for(h=0;h&lt;C.length;h++)z=C[h],N=t[z],D=e[z],tt(t,e,z),&quot;date&quot;===D.type&amp;&amp;et(N,D,e,O,D.calendar),j(&quot;fixedrange&quot;);for(h=0;h&lt;O.length;h++){z=O[h],N=t[z],D=e[z];var rt=e[d(D.anchor)];j(&quot;fixedrange&quot;,m(&quot;rangeslider&quot;,&quot;isVisible&quot;)(rt))}var nt=e._axisConstraintGroups=[],it=e._axisMatchGroups=[];for(h=0;h&lt;R.length;h++)I=(z=R[h]).charAt(0),N=t[z],D=e[z],c(N,D,j,H,e);for(h=0;h&lt;it.length;h++){var at,ot=it[h],st=null,lt=null;for(at in ot)(D=e[d(at)]).matches||(st=D.range,lt=D.autorange);if(null===st||null===lt)for(at in ot){st=(D=e[d(at)]).range,lt=D.autorange;break}for(at in ot)(D=e[d(at)]).matches&amp;&amp;(D.range=st.slice(),D.autorange=lt),D._matchGroup=ot;if(nt.length)for(at in ot)for(g=0;g&lt;nt.length;g++){var ut=nt[g];for(var ct in ut)at===ct&amp;&amp;(n.warn(&quot;Axis &quot;+ct+&quot; is set with both a 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f=l(&quot;gridcolor&quot;,n(s,o.bgColor,o.blend||i).toRgbString()),h=l(&quot;gridwidth&quot;);if(r(&quot;showgrid&quot;,o.showGrid||!!f||!!h)||(delete e.gridcolor,delete e.gridwidth),!o.noZeroLine){var d=l(&quot;zerolinecolor&quot;,s),p=l(&quot;zerolinewidth&quot;);r(&quot;zeroline&quot;,o.showGrid||!!d||!!p)||(delete e.zerolinecolor,delete e.zerolinewidth)}}},{&quot;../../components/color/attributes&quot;:375,&quot;../../lib&quot;:495,tinycolor2:342}],556:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;);e.exports=function(t,e,r,a){var o,s,l,u,c=a.counterAxes||[],f=a.overlayableAxes||[],h=a.letter,d=a.grid;d&amp;&amp;(s=d._domains[h][d._axisMap[e._id]],o=d._anchors[e._id],s&amp;&amp;(l=d[h+&quot;side&quot;].split(&quot; 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n=t(&quot;../../constants/alignment&quot;).FROM_BL;e.exports=function(t,e,r){void 0===r&amp;&amp;(r=n[t.constraintoward||&quot;center&quot;]);var i=[t.r2l(t.range[0]),t.r2l(t.range[1])],a=i[0]+(i[1]-i[0])*r;t.range=t._input.range=[t.l2r(a+(i[0]-a)*e),t.l2r(a+(i[1]-a)*e)]}},{&quot;../../constants/alignment&quot;:471}],558:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;polybooljs&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;../../components/color&quot;),o=t(&quot;../../components/fx&quot;),s=t(&quot;../../lib/polygon&quot;),l=t(&quot;../../lib/throttle&quot;),u=t(&quot;../../components/fx/helpers&quot;).makeEventData,c=t(&quot;./axis_ids&quot;).getFromId,f=t(&quot;../../lib/clear_gl_canvases&quot;),h=t(&quot;../../plot_api/subroutines&quot;).redrawReglTraces,d=t(&quot;./constants&quot;),p=d.MINSELECT,g=s.filter,v=s.tester;function m(t){return t._id}function y(t,e,r,n,i,a,o){var s,l,u,c,f,h,d,p,g,v=e._hoverdata,m=e._fullLayout.clickmode.indexOf(&quot;event&quot;)&gt;-1,y=[];if(function(t){return t&amp;&amp;Array.isArray(t)&amp;&amp;!0!==t[0].hoverOnBox}(v)){w(t,e,a);var b=function(t,e){var r,n,i=t[0],a=-1,o=[];for(n=0;n&lt;e.length;n++)if(r=e[n],i.fullData._expandedIndex===r.cd[0].trace._expandedIndex){if(!0===i.hoverOnBox)break;void 0!==i.pointNumber?a=i.pointNumber:void 0!==i.binNumber&amp;&amp;(a=i.binNumber,o=i.pointNumbers);break}return{pointNumber:a,pointNumbers:o,searchInfo:r}}(v,s=M(e,r,n,i));if(b.pointNumbers.length&gt;0?function(t,e){var r,n,i,a=[];for(i=0;i&lt;t.length;i++)(r=t[i]).cd[0].trace.selectedpoints&amp;&amp;r.cd[0].trace.selectedpoints.length&gt;0&amp;&amp;a.push(r);if(1===a.length&amp;&amp;a[0]===e.searchInfo&amp;&amp;(n=e.searchInfo.cd[0].trace).selectedpoints.length===e.pointNumbers.length){for(i=0;i&lt;e.pointNumbers.length;i++)if(n.selectedpoints.indexOf(e.pointNumbers[i])&lt;0)return!1;return!0}return!1}(s,b):function(t){var e,r,n,i=0;for(n=0;n&lt;t.length;n++)if(e=t[n],(r=e.cd[0].trace).selectedpoints){if(r.selectedpoints.length&gt;1)return!1;if((i+=r.selectedpoints.length)&gt;1)return!1}return 1===i}(s)&amp;&amp;(h=k(b))){for(o&amp;&amp;o.remove(),g=0;g&lt;s.length;g++)(l=s[g])._module.selectPoints(l,!1);E(e,s),A(a),m&amp;&amp;e.emit(&quot;plotly_deselect&quot;,null)}else{for(d=t.shiftKey&amp;&amp;(void 0!==h?h:k(b)),u=function(t,e,r){return{pointNumber:t,searchInfo:e,subtract:r}}(b.pointNumber,b.searchInfo,d),c=_(a.selectionDefs.concat([u])),g=0;g&lt;s.length;g++)if(f=L(s[g]._module.selectPoints(s[g],c),s[g]),y.length)for(var x=0;x&lt;f.length;x++)y.push(f[x]);else y=f;E(e,s,p={points:y}),u&amp;&amp;a&amp;&amp;a.selectionDefs.push(u),o&amp;&amp;T(a.mergedPolygons,o),m&amp;&amp;e.emit(&quot;plotly_selected&quot;,p)}}}function b(t){return&quot;pointNumber&quot;in t&amp;&amp;&quot;searchInfo&quot;in t}function x(t){return{xmin:0,xmax:0,ymin:0,ymax:0,pts:[],contains:function(e,r,n,i){var a=t.searchInfo.cd[0].trace._expandedIndex;return i.cd[0].trace._expandedIndex===a&amp;&amp;n===t.pointNumber},isRect:!1,degenerate:!1,subtract:t.subtract}}function _(t){for(var e=[],r=b(t[0])?0:t[0][0][0],n=r,i=b(t[0])?0:t[0][0][1],a=i,o=0;o&lt;t.length;o++)if(b(t[o]))e.push(x(t[o]));else{var l=s.tester(t[o]);l.subtract=t[o].subtract,e.push(l),r=Math.min(r,l.xmin),n=Math.max(n,l.xmax),i=Math.min(i,l.ymin),a=Math.max(a,l.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o&lt;e.length;o++)e[o].contains(t,r,n,i)&amp;&amp;(a=!1===e[o].subtract);return a},isRect:!1,degenerate:!1}}function w(t,e,r){var n=e._fullLayout,i=n._zoomlayer,a=r.plotinfo,o=n._lastSelectedSubplot&amp;&amp;n._lastSelectedSubplot===a.id,s=t.shiftKey||t.altKey;o&amp;&amp;s&amp;&amp;a.selection&amp;&amp;a.selection.selectionDefs&amp;&amp;!r.selectionDefs?(r.selectionDefs=a.selection.selectionDefs,r.mergedPolygons=a.selection.mergedPolygons):s&amp;&amp;a.selection||A(r),o||(S(i),n._lastSelectedSubplot=a.id)}function A(t){var e=t.plotinfo;e.selection={},e.selection.selectionDefs=t.selectionDefs=[],e.selection.mergedPolygons=t.mergedPolygons=[]}function M(t,e,r,n){var i,a,o,s=[],l=e.map(m),u=r.map(m);for(o=0;o&lt;t.calcdata.length;o++)if(!0===(a=(i=t.calcdata[o])[0].trace).visible&amp;&amp;a._module&amp;&amp;a._module.selectPoints)if(!n||a.subplot!==n&amp;&amp;a.geo!==n)if(&quot;splom&quot;===a.type&amp;&amp;a._xaxes[l[0]]&amp;&amp;a._yaxes[u[0]]){var f=h(a._module,i,e[0],r[0]);f.scene=t._fullLayout._splomScenes[a.uid],s.push(f)}else{if(-1===l.indexOf(a.xaxis))continue;if(-1===u.indexOf(a.yaxis))continue;s.push(h(a._module,i,c(t,a.xaxis),c(t,a.yaxis)))}else s.push(h(a._module,i,e[0],r[0]));return s;function h(t,e,r,n){return{_module:t,cd:e,xaxis:r,yaxis:n}}}function T(t,e){var r,n,i=[];for(r=0;r&lt;t.length;r++){var a=t[r];i.push(a.join(&quot;L&quot;)+&quot;L&quot;+a[0])}n=t.length&gt;0?&quot;M&quot;+i.join(&quot;M&quot;)+&quot;Z&quot;:&quot;M0,0Z&quot;,e.attr(&quot;d&quot;,n)}function k(t){var e=t.searchInfo.cd[0].trace,r=t.pointNumber,n=t.pointNumbers,i=n.length&gt;0?n[0]:r;return!!e.selectedpoints&amp;&amp;e.selectedpoints.indexOf(i)&gt;-1}function E(t,e,r){var n,a,o,s;for(n=0;n&lt;e.length;n++){var l=e[n].cd[0].trace._fullInput,u=t._fullLayout._tracePreGUI[l.uid];void 0===u.selectedpoints&amp;&amp;(u.selectedpoints=l._input.selectedpoints||null)}if(r){var c=r.points||[];for(n=0;n&lt;e.length;n++)(s=e[n].cd[0].trace)._input.selectedpoints=s._fullInput.selectedpoints=[],s._fullInput!==s&amp;&amp;(s.selectedpoints=[]);for(n=0;n&lt;c.length;n++){var d=c[n],p=d.data,g=d.fullData;d.pointIndices?([].push.apply(p.selectedpoints,d.pointIndices),s._fullInput!==s&amp;&amp;[].push.apply(g.selectedpoints,d.pointIndices)):(p.selectedpoints.push(d.pointIndex),s._fullInput!==s&amp;&amp;g.selectedpoints.push(d.pointIndex))}}else for(n=0;n&lt;e.length;n++)delete(s=e[n].cd[0].trace).selectedpoints,delete s._input.selectedpoints,s._fullInput!==s&amp;&amp;delete s._fullInput.selectedpoints;var v=!1;for(n=0;n&lt;e.length;n++){s=(o=(a=e[n]).cd)[0].trace,i.traceIs(s,&quot;regl&quot;)&amp;&amp;(v=!0);var m=a._module,y=m.styleOnSelect||m.style;y&amp;&amp;y(t,o)}v&amp;&amp;(f(t),h(t))}function L(t,e){if(Array.isArray(t))for(var r=e.cd,n=e.cd[0].trace,i=0;i&lt;t.length;i++)t[i]=u(t[i],n,r);return t}function S(t){t.selectAll(&quot;.select-outline&quot;).remove()}e.exports={prepSelect:function(t,e,r,i,s){var u,c,f,h,m,b,x,k=i.gd,S=k._fullLayout,C=S._zoomlayer,O=i.element.getBoundingClientRect(),R=i.plotinfo,P=R.xaxis._offset,z=R.yaxis._offset,I=e-O.left,N=r-O.top,D=I,F=N,j=&quot;M&quot;+I+&quot;,&quot;+N,B=i.xaxes[0]._length,U=i.yaxes[0]._length,V=i.xaxes.concat(i.yaxes),H=t.altKey;w(t,k,i),&quot;lasso&quot;===s&amp;&amp;(u=g([[I,N]],d.BENDPX));var q=C.selectAll(&quot;path.select-outline-&quot;+R.id).data([1,2]);q.enter().append(&quot;path&quot;).attr(&quot;class&quot;,function(t){return&quot;select-outline select-outline-&quot;+t+&quot; select-outline-&quot;+R.id}).attr(&quot;transform&quot;,&quot;translate(&quot;+P+&quot;, &quot;+z+&quot;)&quot;).attr(&quot;d&quot;,j+&quot;Z&quot;);var 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p=u[d];c=t[p]||{},(f=a.newContainer(e,p))._id=p[0]+r.scene,f._name=p,s(c,f,h,r),l(c,f,h,{font:r.font,letter:p[0],data:r.data,showGrid:!0,noTickson:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(&quot;gridcolor&quot;,n(f.color,r.bgColor,13600/187).toRgbString()),h(&quot;title.text&quot;,p[0]),f.setScale=i.noop,h(&quot;showspikes&quot;)&amp;&amp;(h(&quot;spikesides&quot;),h(&quot;spikethickness&quot;),h(&quot;spikecolor&quot;,f.color)),h(&quot;showaxeslabels&quot;),h(&quot;showbackground&quot;)&amp;&amp;h(&quot;backgroundcolor&quot;)}}},{&quot;../../../lib&quot;:495,&quot;../../../plot_api/plot_template&quot;:531,&quot;../../cartesian/axis_defaults&quot;:543,&quot;../../cartesian/type_defaults&quot;:564,&quot;./axis_attributes&quot;:572,tinycolor2:342}],574:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib/str2rgbarray&quot;),i=t(&quot;../../../lib&quot;),a=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[&quot;sans-serif&quot;,&quot;sans-serif&quot;,&quot;sans-serif&quot;],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=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],this.labelEnable=[!0,!0,!0],this.labelFont=[&quot;Open Sans&quot;,&quot;Open Sans&quot;,&quot;Open Sans&quot;],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&lt;3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t.meta?i.templateString(o.title.text,{meta:t.meta}):o.title.text,&quot;font&quot;in o.title&amp;&amp;(o.title.font.color&amp;&amp;(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&amp;&amp;(this.labelFont[r]=o.title.font.family),o.title.font.size&amp;&amp;(this.labelSize[r]=o.title.font.size)),&quot;showline&quot;in o&amp;&amp;(this.lineEnable[r]=o.showline),&quot;linecolor&quot;in o&amp;&amp;(this.lineColor[r]=n(o.linecolor)),&quot;linewidth&quot;in o&amp;&amp;(this.lineWidth[r]=o.linewidth),&quot;showgrid&quot;in o&amp;&amp;(this.gridEnable[r]=o.showgrid),&quot;gridcolor&quot;in o&amp;&amp;(this.gridColor[r]=n(o.gridcolor)),&quot;gridwidth&quot;in o&amp;&amp;(this.gridWidth[r]=o.gridwidth),&quot;log&quot;===o.type?this.zeroEnable[r]=!1:&quot;zeroline&quot;in o&amp;&amp;(this.zeroEnable[r]=o.zeroline),&quot;zerolinecolor&quot;in o&amp;&amp;(this.zeroLineColor[r]=n(o.zerolinecolor)),&quot;zerolinewidth&quot;in o&amp;&amp;(this.zeroLineWidth[r]=o.zerolinewidth),&quot;ticks&quot;in o&amp;&amp;o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,&quot;ticklen&quot;in o&amp;&amp;(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),&quot;tickcolor&quot;in o&amp;&amp;(this.lineTickColor[r]=n(o.tickcolor)),&quot;tickwidth&quot;in o&amp;&amp;(this.lineTickWidth[r]=o.tickwidth),&quot;tickangle&quot;in o&amp;&amp;(this.tickAngle[r]=&quot;auto&quot;===o.tickangle?-3600:Math.PI*-o.tickangle/180),&quot;showticklabels&quot;in o&amp;&amp;(this.tickEnable[r]=o.showticklabels),&quot;tickfont&quot;in o&amp;&amp;(o.tickfont.color&amp;&amp;(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&amp;&amp;(this.tickFont[r]=o.tickfont.family),o.tickfont.size&amp;&amp;(this.tickSize[r]=o.tickfont.size)),&quot;mirror&quot;in o?-1!==[&quot;ticks&quot;,&quot;all&quot;,&quot;allticks&quot;].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,&quot;showbackground&quot;in o&amp;&amp;!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}},{&quot;../../../lib&quot;:495,&quot;../../../lib/str2rgbarray&quot;:517}],575:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib&quot;),i=t(&quot;../../../components/color&quot;),a=t(&quot;../../../registry&quot;),o=t(&quot;../../subplot_defaults&quot;),s=t(&quot;./axis_defaults&quot;),l=t(&quot;./layout_attributes&quot;),u=t(&quot;../../get_data&quot;).getSubplotData,c=&quot;gl3d&quot;;function f(t,e,r,n){for(var o=r(&quot;bgcolor&quot;),l=i.combine(o,n.paper_bgcolor),f=[&quot;up&quot;,&quot;center&quot;,&quot;eye&quot;],h=0;h&lt;f.length;h++)r(&quot;camera.&quot;+f[h]+&quot;.x&quot;),r(&quot;camera.&quot;+f[h]+&quot;.y&quot;),r(&quot;camera.&quot;+f[h]+&quot;.z&quot;);r(&quot;camera.projection.type&quot;);var d=!!r(&quot;aspectratio.x&quot;)&amp;&amp;!!r(&quot;aspectratio.y&quot;)&amp;&amp;!!r(&quot;aspectratio.z&quot;),p=r(&quot;aspectmode&quot;,d?&quot;manual&quot;:&quot;auto&quot;);d||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},&quot;manual&quot;===p&amp;&amp;(e.aspectmode=&quot;auto&quot;),t.aspectmode=e.aspectmode);var g=u(n.fullData,c,n.id);s(t,e,{font:n.font,scene:n.id,data:g,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),a.getComponentMethod(&quot;annotations3d&quot;,&quot;handleDefaults&quot;)(t,e,n);var v=n.getDfltFromLayout(&quot;dragmode&quot;);if(!1!==v&amp;&amp;!v)if(v=&quot;orbit&quot;,t.camera&amp;&amp;t.camera.up){var m=t.camera.up.x,y=t.camera.up.y,b=t.camera.up.z;0!==b&amp;&amp;(m&amp;&amp;y&amp;&amp;b?b/Math.sqrt(m*m+y*y+b*b)&gt;.999&amp;&amp;(v=&quot;turntable&quot;):v=&quot;turntable&quot;)}else v=&quot;turntable&quot;;r(&quot;dragmode&quot;,v),r(&quot;hovermode&quot;,n.getDfltFromLayout(&quot;hovermode&quot;))}e.exports=function(t,e,r){var i=e._basePlotModules.length&gt;1;o(t,e,r,{type:c,attributes:l,handleDefaults:f,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{&quot;../../../components/color&quot;:376,&quot;../../../lib&quot;:495,&quot;../../../registry&quot;:592,&quot;../../get_data&quot;:569,&quot;../../subplot_defaults&quot;:591,&quot;./axis_defaults&quot;:573,&quot;./layout_attributes&quot;:576}],576:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./axis_attributes&quot;),i=t(&quot;../../domain&quot;).attributes,a=t(&quot;../../../lib/extend&quot;).extendFlat,o=t(&quot;../../../lib&quot;).counterRegex;function s(t,e,r){return{x:{valType:&quot;number&quot;,dflt:t,editType:&quot;camera&quot;},y:{valType:&quot;number&quot;,dflt:e,editType:&quot;camera&quot;},z:{valType:&quot;number&quot;,dflt:r,editType:&quot;camera&quot;},editType:&quot;camera&quot;}}e.exports={_arrayAttrRegexps:[o(&quot;scene&quot;,&quot;.annotations&quot;,!0)],bgcolor:{valType:&quot;color&quot;,dflt:&quot;rgba(0,0,0,0)&quot;,editType:&quot;plot&quot;},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:&quot;enumerated&quot;,values:[&quot;perspective&quot;,&quot;orthographic&quot;],dflt:&quot;perspective&quot;,editType:&quot;calc&quot;},editType:&quot;calc&quot;},editType:&quot;camera&quot;},domain:i({name:&quot;scene&quot;,editType:&quot;plot&quot;}),aspectmode:{valType:&quot;enumerated&quot;,values:[&quot;auto&quot;,&quot;cube&quot;,&quot;data&quot;,&quot;manual&quot;],dflt:&quot;auto&quot;,editType:&quot;plot&quot;,impliedEdits:{&quot;aspectratio.x&quot;:void 0,&quot;aspectratio.y&quot;:void 0,&quot;aspectratio.z&quot;:void 0}},aspectratio:{x:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},y:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},z:{valType:&quot;number&quot;,min:0,editType:&quot;plot&quot;,impliedEdits:{&quot;^aspectmode&quot;:&quot;manual&quot;}},editType:&quot;plot&quot;,impliedEdits:{aspectmode:&quot;manual&quot;}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:&quot;enumerated&quot;,values:[&quot;orbit&quot;,&quot;turntable&quot;,&quot;zoom&quot;,&quot;pan&quot;,!1],editType:&quot;plot&quot;},hovermode:{valType:&quot;enumerated&quot;,values:[&quot;closest&quot;,!1],dflt:&quot;closest&quot;,editType:&quot;modebar&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;plot&quot;,_deprecated:{cameraposition:{valType:&quot;info_array&quot;,editType:&quot;camera&quot;}}}},{&quot;../../../lib&quot;:495,&quot;../../../lib/extend&quot;:488,&quot;../../domain&quot;:566,&quot;./axis_attributes&quot;:572}],577:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../lib/str2rgbarray&quot;),i=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];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&lt;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}},{&quot;../../../lib/str2rgbarray&quot;:517}],578:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],u=0;u&lt;3;++u){var c=s[a[u]];if(c._length=(r[u].hi-r[u].lo)*r[u].pixelsPerDataUnit/t.dataScale[u],Math.abs(c._length)===1/0||isNaN(c._length))l[u]=[];else{c._input_range=c.range.slice(),c.range[0]=r[u].lo/t.dataScale[u],c.range[1]=r[u].hi/t.dataScale[u],c._m=1/(t.dataScale[u]*r[u].pixelsPerDataUnit),c.range[0]===c.range[1]&amp;&amp;(c.range[0]-=1,c.range[1]+=1);var f=c.tickmode;if(&quot;auto&quot;===c.tickmode){c.tickmode=&quot;linear&quot;;var h=c.nticks||i.constrain(c._length/40,4,9);n.autoTicks(c,Math.abs(c.range[1]-c.range[0])/h)}for(var d=n.calcTicks(c),p=0;p&lt;d.length;++p)d[p].x=d[p].x*t.dataScale[u],&quot;date&quot;===c.type&amp;&amp;(d[p].text=d[p].text.replace(/\\&lt;br\\&gt;/g,&quot; &quot;));l[u]=d,c.tickmode=f}}e.ticks=l;for(var u=0;u&lt;3;++u){o[u]=.5*(t.glplot.bounds[0][u]+t.glplot.bounds[1][u]);for(var p=0;p&lt;2;++p)e.bounds[p][u]=t.glplot.bounds[p][u]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r&lt;3;++r){for(var n=t[r],i=new Array(n.length),a=0;a&lt;n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(&quot;../../cartesian/axes&quot;),i=t(&quot;../../../lib&quot;),a=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;],o=[0,0,0]},{&quot;../../../lib&quot;:495,&quot;../../cartesian/axes&quot;:541}],579:[function(t,e,r){&quot;use strict&quot;;function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r&lt;4;++r)for(n=0;n&lt;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])))}},{}],580:[function(t,e,r){&quot;use strict&quot;;var n,i,a=t(&quot;gl-plot3d&quot;).createCamera,o=t(&quot;gl-plot3d&quot;).createScene,s=t(&quot;webgl-context&quot;),l=t(&quot;has-passive-events&quot;),u=t(&quot;../../registry&quot;),c=t(&quot;../../lib&quot;),f=t(&quot;../../plots/cartesian/axes&quot;),h=t(&quot;../../components/fx&quot;),d=t(&quot;../../lib/str2rgbarray&quot;),p=t(&quot;../../lib/show_no_webgl_msg&quot;),g=t(&quot;./project&quot;),v=t(&quot;./layout/convert&quot;),m=t(&quot;./layout/spikes&quot;),y=t(&quot;./layout/tick_marks&quot;);function b(t,e,r,a){if(t.initializeGLCamera(),!function(t,e,r,a,l){var u={canvas:a,gl:l,container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:e,pixelRatio:r};if(t.staticMode){if(!(i||(n=document.createElement(&quot;canvas&quot;),i=s({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(&quot;error creating static canvas/context for image server&quot;);u.pixelRatio=t.pixelRatio,u.gl=i,u.canvas=n}try{t.glplot=o(u)}catch(t){return!1}return!0}(t,t.camera,e,r,a))return p(t);var u=t.graphDiv,d=function(t){if(!1!==t.fullSceneLayout.dragmode){var e={};e[t.id+&quot;.camera&quot;]=M(t.camera),t.saveCamera(u.layout),t.graphDiv.emit(&quot;plotly_relayout&quot;,e)}};return t.glplot.canvas.addEventListener(&quot;mouseup&quot;,function(){d(t)}),t.glplot.canvas.addEventListener(&quot;wheel&quot;,function(){u._context._scrollZoom.gl3d&amp;&amp;d(t)},!!l&amp;&amp;{passive:!1}),t.staticMode||t.glplot.canvas.addEventListener(&quot;webglcontextlost&quot;,function(e){u&amp;&amp;u.emit&amp;&amp;u.emit(&quot;plotly_webglcontextlost&quot;,{event:e,layer:t.id})},!1),t.glplot.camera=t.camera,t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(t){var e,r=t.svgContainer,n=t.container.getBoundingClientRect(),i=n.width,a=n.height;r.setAttributeNS(null,&quot;viewBox&quot;,&quot;0 0 &quot;+i+&quot; &quot;+a),r.setAttributeNS(null,&quot;width&quot;,i),r.setAttributeNS(null,&quot;height&quot;,a),y(t),t.glplot.axes.update(t.axesOptions);for(var o,s=Object.keys(t.traces),l=null,u=t.glplot.selection,d=0;d&lt;s.length;++d)&quot;skip&quot;!==(e=t.traces[s[d]]).data.hoverinfo&amp;&amp;e.handlePick(u)&amp;&amp;(l=e),e.setContourLevels&amp;&amp;e.setContourLevels();function p(e,r){var n=t.fullSceneLayout[e];return f.tickText(n,n.d2l(r),&quot;hover&quot;).text}if(null!==l){var v=g(t.glplot.cameraParams,u.dataCoordinate);e=l.data;var m,b=u.index,x={xLabel:p(&quot;xaxis&quot;,u.traceCoordinate[0]),yLabel:p(&quot;yaxis&quot;,u.traceCoordinate[1]),zLabel:p(&quot;zaxis&quot;,u.traceCoordinate[2])},_=h.castHoverinfo(e,t.fullLayout,b),w=(_||&quot;&quot;).split(&quot;+&quot;),A=_&amp;&amp;&quot;all&quot;===_;e.hovertemplate||A||(-1===w.indexOf(&quot;x&quot;)&amp;&amp;(x.xLabel=void 0),-1===w.indexOf(&quot;y&quot;)&amp;&amp;(x.yLabel=void 0),-1===w.indexOf(&quot;z&quot;)&amp;&amp;(x.zLabel=void 0),-1===w.indexOf(&quot;text&quot;)&amp;&amp;(u.textLabel=void 0),-1===w.indexOf(&quot;name&quot;)&amp;&amp;(l.name=void 0));var M=[];&quot;cone&quot;===e.type||&quot;streamtube&quot;===e.type?(x.uLabel=p(&quot;xaxis&quot;,u.traceCoordinate[3]),(A||-1!==w.indexOf(&quot;u&quot;))&amp;&amp;M.push(&quot;u: &quot;+x.uLabel),x.vLabel=p(&quot;yaxis&quot;,u.traceCoordinate[4]),(A||-1!==w.indexOf(&quot;v&quot;))&amp;&amp;M.push(&quot;v: &quot;+x.vLabel),x.wLabel=p(&quot;zaxis&quot;,u.traceCoordinate[5]),(A||-1!==w.indexOf(&quot;w&quot;))&amp;&amp;M.push(&quot;w: &quot;+x.wLabel),x.normLabel=u.traceCoordinate[6].toPrecision(3),(A||-1!==w.indexOf(&quot;norm&quot;))&amp;&amp;M.push(&quot;norm: &quot;+x.normLabel),&quot;streamtube&quot;===e.type&amp;&amp;(x.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(A||-1!==w.indexOf(&quot;divergence&quot;))&amp;&amp;M.push(&quot;divergence: &quot;+x.divergenceLabel)),u.textLabel&amp;&amp;M.push(u.textLabel),m=M.join(&quot;&lt;br&gt;&quot;)):&quot;isosurface&quot;===e.type?(x.valueLabel=f.tickText(t.mockAxis,t.mockAxis.d2l(u.traceCoordinate[3]),&quot;hover&quot;).text,M.push(&quot;value: &quot;+x.valueLabel),u.textLabel&amp;&amp;M.push(u.textLabel),m=M.join(&quot;&lt;br&gt;&quot;)):m=u.textLabel;var T={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:e._input,fullData:e,curveNumber:e.index,pointNumber:b};h.appendArrayPointValue(T,e,b),e._module.eventData&amp;&amp;(T=e._module.eventData(T,u,e,{},b));var k={points:[T]};t.fullSceneLayout.hovermode&amp;&amp;h.loneHover({trace:e,x:(.5+.5*v[0]/v[3])*i,y:(.5-.5*v[1]/v[3])*a,xLabel:x.xLabel,yLabel:x.yLabel,zLabel:x.zLabel,text:m,name:l.name,color:h.castHoverOption(e,b,&quot;bgcolor&quot;)||l.color,borderColor:h.castHoverOption(e,b,&quot;bordercolor&quot;),fontFamily:h.castHoverOption(e,b,&quot;font.family&quot;),fontSize:h.castHoverOption(e,b,&quot;font.size&quot;),fontColor:h.castHoverOption(e,b,&quot;font.color&quot;),hovertemplate:c.castOption(e,b,&quot;hovertemplate&quot;),hovertemplateLabels:c.extendFlat({},T,x),eventData:[T]},{container:r,gd:t.graphDiv}),u.buttons&amp;&amp;u.distance&lt;5?t.graphDiv.emit(&quot;plotly_click&quot;,k):t.graphDiv.emit(&quot;plotly_hover&quot;,k),o=k}else h.loneUnhover(r),t.graphDiv.emit(&quot;plotly_unhover&quot;,o);t.drawAnnotations(t)}.bind(null,t),t.traces={},t.make4thDimension(),!0}function x(t,e){var r=document.createElement(&quot;div&quot;),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(&quot;http://www.w3.org/2000/svg&quot;,&quot;svg&quot;);i.style.position=&quot;absolute&quot;,i.style.top=i.style.left=&quot;0px&quot;,i.style.width=i.style.height=&quot;100%&quot;,i.style[&quot;z-index&quot;]=20,i.style[&quot;pointer-events&quot;]=&quot;none&quot;,r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=&quot;absolute&quot;,r.style.top=r.style.left=&quot;0px&quot;,r.style.width=r.style.height=&quot;100%&quot;,n.appendChild(r),this.fullLayout=e,this.id=t.id||&quot;scene&quot;,this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=m(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(&quot;annotations3d&quot;,&quot;convert&quot;),this.drawAnnotations=u.getComponentMethod(&quot;annotations3d&quot;,&quot;draw&quot;),b(this,this.pixelRatio)}var _=x.prototype;_.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=&quot;orthographic&quot;===t.projection.type;this.camera=a(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:&quot;orbit&quot;})},_.recoverContext=function(){var t=this,e=this.glplot.gl,r=this.glplot.canvas,n=this.glplot.camera,i=this.glplot.pixelRatio;this.glplot.dispose(),requestAnimationFrame(function a(){e.isContextLost()?requestAnimationFrame(a):b(t,n,i,r)?t.plot.apply(t,t.plotArgs):c.error(&quot;Catastrophic and unrecoverable WebGL error. Context lost.&quot;)})};var w=[&quot;xaxis&quot;,&quot;yaxis&quot;,&quot;zaxis&quot;];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i&lt;3;i++){var a=w[i],o=a.charAt(0),s=n[a],l=e[o],u=e[o+&quot;calendar&quot;],f=e[&quot;_&quot;+o+&quot;length&quot;];if(c.isArrayOrTypedArray(l))for(var h,d=0;d&lt;(f||l.length);d++)if(c.isArrayOrTypedArray(l[d]))for(var p=0;p&lt;l[d].length;++p)h=s.d2l(l[d][p],0,u),!isNaN(h)&amp;&amp;isFinite(h)&amp;&amp;(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[d],0,u),!isNaN(h)&amp;&amp;isFinite(h)&amp;&amp;(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],f-1)}}function M(t){return{up:{x:t.up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?&quot;orthographic&quot;:&quot;perspective&quot;}}}_.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,u=e[this.id],c=r[this.id];u.bgcolor?this.glplot.clearColor=d(u.bgcolor):this.glplot.clearColor=[0,0,0,0],this.glplot.snapToData=!0,this.fullLayout=e,this.fullSceneLayout=u,this.glplotLayout=u,this.axesOptions.merge(e,u),this.spikeOptions.merge(u),this.setCamera(u.camera),this.updateFx(u.dragmode,u.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.update({}),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&lt;t.length;++a)!0===(n=t[a]).visible&amp;&amp;A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i&lt;3;i++)for(var a=w[i],o=a.charAt(0),s=r[a],l=0;l&lt;n.length;l++){var u=n[l];if(u.visible){var c=s.r2l(u[o]);!isNaN(c)&amp;&amp;isFinite(c)&amp;&amp;(e[0][i]=Math.min(e[0][i],c),e[1][i]=Math.max(e[1][i],c))}}}(this,f);var h=[1,1,1];for(o=0;o&lt;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&lt;t.length;++a)!0===(n=t[a]).visible&amp;&amp;((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&lt;p.length;++a){for(o=0;o&lt;t.length;++o)if(t[o].uid===p[a]&amp;&amp;!0===t[o].visible)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=[[0,0,0],[0,0,0]],v=[],m={};for(a=0;a&lt;3;++a){if((l=(s=u[w[a]]).type)in m?(m[l].acc*=h[a],m[l].count+=1):m[l]={acc:h[a],count:1},s.autorange){g[0][a]=1/0,g[1][a]=-1/0;var y=this.glplot.objects,b=this.fullSceneLayout.annotations||[],x=s._name.charAt(0);for(o=0;o&lt;y.length;o++){var _=y[o],M=_.bounds,T=_._trace.data._pad||0;&quot;ErrorBars&quot;===_.constructor.name&amp;&amp;s._lowerLogErrorBound?g[0][a]=Math.min(g[0][a],s._lowerLogErrorBound):g[0][a]=Math.min(g[0][a],M[0][a]/h[a]-T),g[1][a]=Math.max(g[1][a],M[1][a]/h[a]+T)}for(o=0;o&lt;b.length;o++){var k=b[o];if(k.visible){var E=s.r2l(k[x]);g[0][a]=Math.min(g[0][a],E),g[1][a]=Math.max(g[1][a],E)}}if(&quot;rangemode&quot;in s&amp;&amp;&quot;tozero&quot;===s.rangemode&amp;&amp;(g[0][a]=Math.min(g[0][a],0),g[1][a]=Math.max(g[1][a],0)),g[0][a]&gt;g[1][a])g[0][a]=-1,g[1][a]=1;else{var L=g[1][a]-g[0][a];g[0][a]-=L/32,g[1][a]+=L/32}if(&quot;reversed&quot;===s.autorange){var S=g[0][a];g[0][a]=g[1][a],g[1][a]=S}}else{var C=s.range;g[0][a]=s.r2l(C[0]),g[1][a]=s.r2l(C[1])}g[0][a]===g[1][a]&amp;&amp;(g[0][a]-=1,g[1][a]+=1),v[a]=g[1][a]-g[0][a],this.glplot.bounds[0][a]=g[0][a]*h[a],this.glplot.bounds[1][a]=g[1][a]*h[a]}var O=[1,1,1];for(a=0;a&lt;3;++a){var R=m[l=(s=u[w[a]]).type];O[a]=Math.pow(R.acc,1/R.count)/h[a]}var P;if(&quot;auto&quot;===u.aspectmode)P=Math.max.apply(null,O)/Math.min.apply(null,O)&lt;=4?O:[1,1,1];else if(&quot;cube&quot;===u.aspectmode)P=[1,1,1];else if(&quot;data&quot;===u.aspectmode)P=O;else{if(&quot;manual&quot;!==u.aspectmode)throw new Error(&quot;scene.js aspectRatio was not one of the enumerated types&quot;);var z=u.aspectratio;P=[z.x,z.y,z.z]}u.aspectratio.x=c.aspectratio.x=P[0],u.aspectratio.y=c.aspectratio.y=P[1],u.aspectratio.z=c.aspectratio.z=P[2],this.glplot.aspect=P;var I=u.domain||null,N=e._size||null;if(I&amp;&amp;N){var D=this.container.style;D.position=&quot;absolute&quot;,D.left=N.l+I.x[0]*N.w+&quot;px&quot;,D.top=N.t+(1-I.y[1])*N.h+&quot;px&quot;,D.width=N.w*(I.x[1]-I.x[0])+&quot;px&quot;,D.height=N.h*(I.y[1]-I.y[0])+&quot;px&quot;}this.glplot.redraw()}},_.destroy=function(){this.glplot&amp;&amp;(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(&quot;wheel&quot;,this.camera.wheelListener),this.camera=this.glplot.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},_.getCamera=function(){return this.glplot.camera.view.recalcMatrix(this.camera.view.lastT()),M(this.glplot.camera)},_.setCamera=function(t){var e;this.glplot.camera.lookAt.apply(this,[[(e=t).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]);var r=&quot;orthographic&quot;===t.projection.type;if(r!==this.glplot.camera._ortho){this.glplot.redraw();var n=this.glplot.pixelRatio,i=this.glplot.clearColor;this.glplot.gl.clearColor(i[0],i[1],i[2],i[3]),this.glplot.gl.clear(this.glplot.gl.DEPTH_BUFFER_BIT|this.glplot.gl.COLOR_BUFFER_BIT),this.glplot.dispose(),b(this,n),this.glplot.camera._ortho=r}},_.saveCamera=function(t){var e=this.fullLayout,r=this.getCamera(),n=c.nestedProperty(t,this.id+&quot;.camera&quot;),i=n.get(),a=!1;function o(t,e,r,n){var i=[&quot;up&quot;,&quot;center&quot;,&quot;eye&quot;],a=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];return e[i[r]]&amp;&amp;t[i[r]][a[n]]===e[i[r]][a[n]]}if(void 0===i)a=!0;else{for(var s=0;s&lt;3;s++)for(var l=0;l&lt;3;l++)if(!o(r,i,s,l)){a=!0;break}(!i.projection||r.projection&amp;&amp;r.projection.type!==i.projection.type)&amp;&amp;(a=!0)}if(a){var f={};f[this.id+&quot;.camera&quot;]=i,u.call(&quot;_storeDirectGUIEdit&quot;,t,e._preGUI,f),n.set(r),c.nestedProperty(e,this.id+&quot;.camera&quot;).set(r)}return a},_.updateFx=function(t,e){var r=this.camera;if(r)if(&quot;orbit&quot;===t)r.mode=&quot;orbit&quot;,r.keyBindingMode=&quot;rotate&quot;;else if(&quot;turntable&quot;===t){r.up=[0,0,1],r.mode=&quot;turntable&quot;,r.keyBindingMode=&quot;rotate&quot;;var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)&lt;.999){var f=this.id+&quot;.camera.up&quot;,h={x:0,y:0,z:1},d={};d[f]=h;var p=n.layout;u.call(&quot;_storeDirectGUIEdit&quot;,p,i._preGUI,d),a.up=h,c.nestedProperty(p,f).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},_.toImage=function(t){t||(t=&quot;png&quot;),this.staticMode&amp;&amp;this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;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&lt;s;++o,--s)for(var l=0;l&lt;r;++l)for(var u=0;u&lt;4;++u){var c=a[4*(r*o+l)+u];a[4*(r*o+l)+u]=a[4*(r*s+l)+u],a[4*(r*s+l)+u]=c}var f=document.createElement(&quot;canvas&quot;);f.width=r,f.height=i;var h,d=f.getContext(&quot;2d&quot;),p=d.createImageData(r,i);switch(p.data.set(a),d.putImageData(p,0,0),t){case&quot;jpeg&quot;:h=f.toDataURL(&quot;image/jpeg&quot;);break;case&quot;webp&quot;:h=f.toDataURL(&quot;image/webp&quot;);break;default:h=f.toDataURL(&quot;image/png&quot;)}return this.staticMode&amp;&amp;this.container.removeChild(n),h},_.setConvert=function(){for(var t=0;t&lt;3;t++){var e=this.fullSceneLayout[w[t]];f.setConvert(e,this.fullLayout),e.setScale=c.noop}},_.make4thDimension=function(){var t=this.graphDiv._fullLayout;this.mockAxis={type:&quot;linear&quot;,showexponent:&quot;all&quot;,exponentformat:&quot;B&quot;},f.setConvert(this.mockAxis,t)},e.exports=x},{&quot;../../components/fx&quot;:415,&quot;../../lib&quot;:495,&quot;../../lib/show_no_webgl_msg&quot;:515,&quot;../../lib/str2rgbarray&quot;:517,&quot;../../plots/cartesian/axes&quot;:541,&quot;../../registry&quot;:592,&quot;./layout/convert&quot;:574,&quot;./layout/spikes&quot;:577,&quot;./layout/tick_marks&quot;:578,&quot;./project&quot;:579,&quot;gl-plot3d&quot;:142,&quot;has-passive-events&quot;:252,&quot;webgl-context&quot;:357}],581:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a&lt;n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],582:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./font_attributes&quot;),i=t(&quot;./animation_attributes&quot;),a=t(&quot;../components/color/attributes&quot;),o=t(&quot;../components/colorscale/layout_attributes&quot;),s=t(&quot;./pad_attributes&quot;),l=t(&quot;../lib/extend&quot;).extendFlat,u=n({editType:&quot;calc&quot;});u.family.dflt=&#x27;&quot;Open Sans&quot;, verdana, arial, sans-serif&#x27;,u.size.dflt=12,u.color.dflt=a.defaultLine,e.exports={font:u,title:{text:{valType:&quot;string&quot;,editType:&quot;layoutstyle&quot;},font:n({editType:&quot;layoutstyle&quot;}),xref:{valType:&quot;enumerated&quot;,dflt:&quot;container&quot;,values:[&quot;container&quot;,&quot;paper&quot;],editType:&quot;layoutstyle&quot;},yref:{valType:&quot;enumerated&quot;,dflt:&quot;container&quot;,values:[&quot;container&quot;,&quot;paper&quot;],editType:&quot;layoutstyle&quot;},x:{valType:&quot;number&quot;,min:0,max:1,dflt:.5,editType:&quot;layoutstyle&quot;},y:{valType:&quot;number&quot;,min:0,max:1,dflt:&quot;auto&quot;,editType:&quot;layoutstyle&quot;},xanchor:{valType:&quot;enumerated&quot;,dflt:&quot;auto&quot;,values:[&quot;auto&quot;,&quot;left&quot;,&quot;center&quot;,&quot;right&quot;],editType:&quot;layoutstyle&quot;},yanchor:{valType:&quot;enumerated&quot;,dflt:&quot;auto&quot;,values:[&quot;auto&quot;,&quot;top&quot;,&quot;middle&quot;,&quot;bottom&quot;],editType:&quot;layoutstyle&quot;},pad:l(s({editType:&quot;layoutstyle&quot;}),{}),editType:&quot;layoutstyle&quot;},autosize:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;none&quot;},width:{valType:&quot;number&quot;,min:10,dflt:700,editType:&quot;plot&quot;},height:{valType:&quot;number&quot;,min:10,dflt:450,editType:&quot;plot&quot;},margin:{l:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},r:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},t:{valType:&quot;number&quot;,min:0,dflt:100,editType:&quot;plot&quot;},b:{valType:&quot;number&quot;,min:0,dflt:80,editType:&quot;plot&quot;},pad:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},autoexpand:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},editType:&quot;plot&quot;},paper_bgcolor:{valType:&quot;color&quot;,dflt:a.background,editType:&quot;plot&quot;},plot_bgcolor:{valType:&quot;color&quot;,dflt:a.background,editType:&quot;layoutstyle&quot;},separators:{valType:&quot;string&quot;,editType:&quot;plot&quot;},hidesources:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;plot&quot;},showlegend:{valType:&quot;boolean&quot;,editType:&quot;legend&quot;},colorway:{valType:&quot;colorlist&quot;,dflt:a.defaults,editType:&quot;calc&quot;},colorscale:o,datarevision:{valType:&quot;any&quot;,editType:&quot;calc&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editrevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},selectionrevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},template:{valType:&quot;any&quot;,editType:&quot;calc&quot;},modebar:{orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],dflt:&quot;h&quot;,editType:&quot;modebar&quot;},bgcolor:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},color:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},activecolor:{valType:&quot;color&quot;,editType:&quot;modebar&quot;},uirevision:{valType:&quot;any&quot;,editType:&quot;none&quot;},editType:&quot;modebar&quot;},meta:{valType:&quot;data_array&quot;,editType:&quot;plot&quot;},transition:l({},i.transition,{editType:&quot;none&quot;}),_deprecated:{title:{valType:&quot;string&quot;,editType:&quot;layoutstyle&quot;},titlefont:n({editType:&quot;layoutstyle&quot;})}}},{&quot;../components/color/attributes&quot;:375,&quot;../components/colorscale/layout_attributes&quot;:389,&quot;../lib/extend&quot;:488,&quot;./animation_attributes&quot;:536,&quot;./font_attributes&quot;:567,&quot;./pad_attributes&quot;:583}],583:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){var e=t.editType;return{t:{valType:&quot;number&quot;,dflt:0,editType:e},r:{valType:&quot;number&quot;,dflt:0,editType:e},b:{valType:&quot;number&quot;,dflt:0,editType:e},l:{valType:&quot;number&quot;,dflt:0,editType:e},editType:e}}},{}],584:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;d3&quot;),i=t(&quot;fast-isnumeric&quot;),a=t(&quot;../registry&quot;),o=t(&quot;../plot_api/plot_schema&quot;),s=t(&quot;../plot_api/plot_template&quot;),l=t(&quot;../lib&quot;),u=t(&quot;../components/color&quot;),c=t(&quot;../constants/numerical&quot;).BADNUM,f=t(&quot;../plots/cartesian/axis_ids&quot;),h=t(&quot;./animation_attributes&quot;),d=t(&quot;./frame_attributes&quot;),p=l.relinkPrivateKeys,g=l._,v=e.exports={};l.extendFlat(v,a),v.attributes=t(&quot;./attributes&quot;),v.attributes.type.values=v.allTypes,v.fontAttrs=t(&quot;./font_attributes&quot;),v.layoutAttributes=t(&quot;./layout_attributes&quot;),v.fontWeight=&quot;normal&quot;;var 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d=o[h];d[0][0].trace._module.plot(t,e,l.filterVisible(d),n)}e.traceHash=o}},{&quot;../components/color&quot;:376,&quot;../constants/numerical&quot;:475,&quot;../lib&quot;:495,&quot;../plot_api/plot_schema&quot;:530,&quot;../plot_api/plot_template&quot;:531,&quot;../plots/cartesian/axis_ids&quot;:544,&quot;../registry&quot;:592,&quot;./animation_attributes&quot;:536,&quot;./attributes&quot;:538,&quot;./command&quot;:565,&quot;./font_attributes&quot;:567,&quot;./frame_attributes&quot;:568,&quot;./layout_attributes&quot;:582,d3:81,&quot;fast-isnumeric&quot;:90}],585:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../../traces/scatter/attributes&quot;),i=n.marker,a=t(&quot;../../../lib/extend&quot;).extendFlat;[&quot;Area traces are deprecated!&quot;,&quot;Please switch to the *barpolar* trace type.&quot;].join(&quot; &quot;);e.exports={r:a({},n.r,{}),t:a({},n.t,{}),marker:{color:a({},i.color,{}),size:a({},i.size,{}),symbol:a({},i.symbol,{}),opacity:a({},i.opacity,{}),editType:&quot;calc&quot;}}},{&quot;../../../lib/extend&quot;:488,&quot;../../../traces/scatter/attributes&quot;:616}],586:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../cartesian/layout_attributes&quot;),i=t(&quot;../../../lib/extend&quot;).extendFlat,a=t(&quot;../../../plot_api/edit_types&quot;).overrideAll,o=[&quot;Legacy polar charts are deprecated!&quot;,&quot;Please switch to *polar* subplots.&quot;].join(&quot; &quot;),s=i({},n.domain,{});function l(t,e){return i({},e,{showline:{valType:&quot;boolean&quot;},showticklabels:{valType:&quot;boolean&quot;},tickorientation:{valType:&quot;enumerated&quot;,values:[&quot;horizontal&quot;,&quot;vertical&quot;]},ticklen:{valType:&quot;number&quot;,min:0},tickcolor:{valType:&quot;color&quot;},ticksuffix:{valType:&quot;string&quot;},endpadding:{valType:&quot;number&quot;,description:o},visible:{valType:&quot;boolean&quot;}})}e.exports=a({radialaxis:l(0,{range:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;},{valType:&quot;number&quot;}]},domain:s,orientation:{valType:&quot;number&quot;}}),angularaxis:l(0,{range:{valType:&quot;info_array&quot;,items:[{valType:&quot;number&quot;,dflt:0},{valType:&quot;number&quot;,dflt:360}]},domain:s}),layout:{direction:{valType:&quot;enumerated&quot;,values:[&quot;clockwise&quot;,&quot;counterclockwise&quot;]},orientation:{valType:&quot;angle&quot;}}},&quot;plot&quot;,&quot;nested&quot;)},{&quot;../../../lib/extend&quot;:488,&quot;../../../plot_api/edit_types&quot;:524,&quot;../../cartesian/layout_attributes&quot;:553}],587:[function(t,e,r){&quot;use strict&quot;;(e.exports=t(&quot;./micropolar&quot;)).manager=t(&quot;./micropolar_manager&quot;)},{&quot;./micropolar&quot;:588,&quot;./micropolar_manager&quot;:589}],588:[function(t,e,r){var n=t(&quot;d3&quot;),i=t(&quot;../../../lib&quot;).extendDeepAll,a=t(&quot;../../../constants/alignment&quot;).MID_SHIFT,o=e.exports={version:&quot;0.2.2&quot;};o.Axis=function(){var t,e,r,s,l={data:[],layout:{}},u={},c={},f=n.dispatch(&quot;hover&quot;),h={};return h.render=function(u){return function(u){e=u||e;var f=l.data,h=l.layout;(&quot;string&quot;==typeof e||e.nodeName)&amp;&amp;(e=n.select(e)),e.datum(f).each(function(e,l){var u=e.slice();c={data:o.util.cloneJson(u),layout:o.util.cloneJson(h)};var f=0;u.forEach(function(t,e){t.color||(t.color=h.defaultColorRange[f],f=(f+1)%h.defaultColorRange.length),t.strokeColor||(t.strokeColor=&quot;LinePlot&quot;===t.geometry?t.color:n.rgb(t.color).darker().toString()),c.data[e].color=t.color,c.data[e].strokeColor=t.strokeColor,c.data[e].strokeDash=t.strokeDash,c.data[e].strokeSize=t.strokeSize});var d=u.filter(function(t,e){var r=t.visible;return&quot;undefined&quot;==typeof r||!0===r}),p=!1,g=d.map(function(t,e){return p=p||&quot;undefined&quot;!=typeof t.groupId,t});if(p){var v=n.nest().key(function(t,e){return&quot;undefined&quot;!=typeof t.groupId?t.groupId:&quot;unstacked&quot;}).entries(g),m=[],y=v.map(function(t,e){if(&quot;unstacked&quot;===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],m.push(r),r=o.util.sumArrays(t.r,r)}),t.values});d=n.merge(y)}d.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 b=Math.min(h.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2;b=Math.max(10,b);var x,_=[h.margin.left+b,h.margin.top+b];x=p?[0,n.max(o.util.sumArrays(o.util.arrayLast(d).r[0],o.util.arrayLast(m)))]:n.extent(o.util.flattenArray(d.map(function(t,e){return t.r}))),h.radialAxis.domain!=o.DATAEXTENT&amp;&amp;(x[0]=0),r=n.scale.linear().domain(h.radialAxis.domain!=o.DATAEXTENT&amp;&amp;h.radialAxis.domain?h.radialAxis.domain:x).range([0,b]),c.layout.radialAxis.domain=r.domain();var w,A=o.util.flattenArray(d.map(function(t,e){return t.t})),M=&quot;string&quot;==typeof A[0];M&amp;&amp;(A=o.util.deduplicate(A),w=A.slice(),A=n.range(A.length),d=d.map(function(t,e){var r=t;return t.t=[A],p&amp;&amp;(r.yStack=t.yStack),r}));var T=d.filter(function(t,e){return&quot;LinePlot&quot;===t.geometry||&quot;DotPlot&quot;===t.geometry}).length===d.length,k=null===h.needsEndSpacing?M||!T:h.needsEndSpacing,E=h.angularAxis.domain&amp;&amp;h.angularAxis.domain!=o.DATAEXTENT&amp;&amp;!M&amp;&amp;h.angularAxis.domain[0]&gt;=0?h.angularAxis.domain:n.extent(A),L=Math.abs(A[1]-A[0]);T&amp;&amp;!M&amp;&amp;(L=0);var S=E.slice();k&amp;&amp;M&amp;&amp;(S[1]+=L);var C=h.angularAxis.ticksCount||4;C&gt;8&amp;&amp;(C=C/(C/8)+C%8),h.angularAxis.ticksStep&amp;&amp;(C=(S[1]-S[0])/C);var O=h.angularAxis.ticksStep||(S[1]-S[0])/(C*(h.minorTicks+1));w&amp;&amp;(O=Math.max(Math.round(O),1)),S[2]||(S[2]=O);var R=n.range.apply(this,S);if(R=R.map(function(t,e){return parseFloat(t.toPrecision(12))}),s=n.scale.linear().domain(S.slice(0,2)).range(&quot;clockwise&quot;===h.direction?[0,360]:[360,0]),c.layout.angularAxis.domain=s.domain(),c.layout.angularAxis.endPadding=k?L:0,&quot;undefined&quot;==typeof(t=n.select(this).select(&quot;svg.chart-root&quot;))||t.empty()){var P=(new DOMParser).parseFromString(&quot;&lt;svg xmlns=&#x27;http://www.w3.org/2000/svg&#x27; class=&#x27;chart-root&#x27;&gt;&#x27; + &#x27;&lt;g class=&#x27;outer-group&#x27;&gt;&#x27; + &#x27;&lt;g class=&#x27;chart-group&#x27;&gt;&#x27; + &#x27;&lt;circle class=&#x27;background-circle&#x27;&gt;&lt;/circle&gt;&#x27; + &#x27;&lt;g class=&#x27;geometry-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;radial axis-group&#x27;&gt;&#x27; + &#x27;&lt;circle class=&#x27;outside-circle&#x27;&gt;&lt;/circle&gt;&#x27; + &#x27;&lt;/g&gt;&#x27; + &#x27;&lt;g class=&#x27;angular axis-group&#x27;&gt;&lt;/g&gt;&#x27; + &#x27;&lt;g 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I,N=t.select(&quot;.chart-group&quot;),D={fill:&quot;none&quot;,stroke:h.tickColor},F={&quot;font-size&quot;:h.font.size,&quot;font-family&quot;:h.font.family,fill:h.font.color,&quot;text-shadow&quot;:[&quot;-1px 0px&quot;,&quot;1px -1px&quot;,&quot;-1px 1px&quot;,&quot;1px 1px&quot;].map(function(t,e){return&quot; &quot;+t+&quot; 0 &quot;+h.font.outlineColor}).join(&quot;,&quot;)};if(h.showLegend){I=t.select(&quot;.legend-group&quot;).attr({transform:&quot;translate(&quot;+[b,h.margin.top]+&quot;)&quot;}).style({display:&quot;block&quot;});var j=d.map(function(t,e){var r=o.util.cloneJson(t);return r.symbol=&quot;DotPlot&quot;===t.geometry?t.dotType||&quot;circle&quot;:&quot;LinePlot&quot;!=t.geometry?&quot;square&quot;:&quot;line&quot;,r.visibleInLegend=&quot;undefined&quot;==typeof t.visibleInLegend||t.visibleInLegend,r.color=&quot;LinePlot&quot;===t.geometry?t.strokeColor:t.color,r});o.Legend().config({data:d.map(function(t,e){return t.name||&quot;Element&quot;+e}),legendConfig:i({},o.Legend.defaultConfig().legendConfig,{container:I,elements:j,reverseOrder:h.legend.reverseOrder})})();var B=I.node().getBBox();b=Math.min(h.width-B.width-h.margin.left-h.margin.right,h.height-h.margin.top-h.margin.bottom)/2,b=Math.max(10,b),_=[h.margin.left+b,h.margin.top+b],r.range([0,b]),c.layout.radialAxis.domain=r.domain(),I.attr(&quot;transform&quot;,&quot;translate(&quot;+[_[0]+b,_[1]-b]+&quot;)&quot;)}else I=t.select(&quot;.legend-group&quot;).style({display:&quot;none&quot;});t.attr({width:h.width,height:h.height}).style({opacity:h.opacity}),N.attr(&quot;transform&quot;,&quot;translate(&quot;+_+&quot;)&quot;).style({cursor:&quot;crosshair&quot;});var U=[(h.width-(h.margin.left+h.margin.right+2*b+(B?B.width:0)))/2,(h.height-(h.margin.top+h.margin.bottom+2*b))/2];if(U[0]=Math.max(0,U[0]),U[1]=Math.max(0,U[1]),t.select(&quot;.outer-group&quot;).attr(&quot;transform&quot;,&quot;translate(&quot;+U+&quot;)&quot;),h.title&amp;&amp;h.title.text){var V=t.select(&quot;g.title-group text&quot;).style(F).text(h.title.text),H=V.node().getBBox();V.attr({x:_[0]-H.width/2,y:_[1]-b-20})}var q=t.select(&quot;.radial.axis-group&quot;);if(h.radialAxis.gridLinesVisible){var G=q.selectAll(&quot;circle.grid-circle&quot;).data(r.ticks(5));G.enter().append(&quot;circle&quot;).attr({class:&quot;grid-circle&quot;}).style(D),G.attr(&quot;r&quot;,r),G.exit().remove()}q.select(&quot;circle.outside-circle&quot;).attr({r:b}).style(D);var X=t.select(&quot;circle.background-circle&quot;).attr({r:b}).style({fill:h.backgroundColor,stroke:h.stroke});function W(t,e){return s(t)%360+h.orientation}if(h.radialAxis.visible){var Y=n.svg.axis().scale(r).ticks(5).tickSize(5);q.call(Y).attr({transform:&quot;rotate(&quot;+h.radialAxis.orientation+&quot;)&quot;}),q.selectAll(&quot;.domain&quot;).style(D),q.selectAll(&quot;g&gt;text&quot;).text(function(t,e){return this.textContent+h.radialAxis.ticksSuffix}).style(F).style({&quot;text-anchor&quot;:&quot;start&quot;}).attr({x:0,y:0,dx:0,dy:0,transform:function(t,e){return&quot;horizontal&quot;===h.radialAxis.tickOrientation?&quot;rotate(&quot;+-h.radialAxis.orientation+&quot;) translate(&quot;+[0,F[&quot;font-size&quot;]]+&quot;)&quot;:&quot;translate(&quot;+[0,F[&quot;font-size&quot;]]+&quot;)&quot;}}),q.selectAll(&quot;g&gt;line&quot;).style({stroke:&quot;black&quot;})}var Z=t.select(&quot;.angular.axis-group&quot;).selectAll(&quot;g.angular-tick&quot;).data(R),Q=Z.enter().append(&quot;g&quot;).classed(&quot;angular-tick&quot;,!0);Z.attr({transform:function(t,e){return&quot;rotate(&quot;+W(t)+&quot;)&quot;}}).style({display:h.angularAxis.visible?&quot;block&quot;:&quot;none&quot;}),Z.exit().remove(),Q.append(&quot;line&quot;).classed(&quot;grid-line&quot;,!0).classed(&quot;major&quot;,function(t,e){return e%(h.minorTicks+1)==0}).classed(&quot;minor&quot;,function(t,e){return!(e%(h.minorTicks+1)==0)}).style(D),Q.selectAll(&quot;.minor&quot;).style({stroke:h.minorTickColor}),Z.select(&quot;line.grid-line&quot;).attr({x1:h.tickLength?b-h.tickLength:0,x2:b}).style({display:h.angularAxis.gridLinesVisible?&quot;block&quot;:&quot;none&quot;}),Q.append(&quot;text&quot;).classed(&quot;axis-text&quot;,!0).style(F);var $=Z.select(&quot;text.axis-text&quot;).attr({x:b+h.labelOffset,dy:a+&quot;em&quot;,transform:function(t,e){var r=W(t),n=b+h.labelOffset,i=h.angularAxis.tickOrientation;return&quot;horizontal&quot;==i?&quot;rotate(&quot;+-r+&quot; &quot;+n+&quot; 0)&quot;:&quot;radial&quot;==i?r&lt;270&amp;&amp;r&gt;90?&quot;rotate(180 &quot;+n+&quot; 0)&quot;:null:&quot;rotate(&quot;+(r&lt;=180&amp;&amp;r&gt;0?-90:90)+&quot; &quot;+n+&quot; 0)&quot;}}).style({&quot;text-anchor&quot;:&quot;middle&quot;,display:h.angularAxis.labelsVisible?&quot;block&quot;:&quot;none&quot;}).text(function(t,e){return e%(h.minorTicks+1)!=0?&quot;&quot;:w?w[t]+h.angularAxis.ticksSuffix:t+h.angularAxis.ticksSuffix}).style(F);h.angularAxis.rewriteTicks&amp;&amp;$.text(function(t,e){return e%(h.minorTicks+1)!=0?&quot;&quot;:h.angularAxis.rewriteTicks(this.textContent,e)});var J=n.max(N.selectAll(&quot;.angular-tick text&quot;)[0].map(function(t,e){return t.getCTM().e+t.getBBox().width}));I.attr({transform:&quot;translate(&quot;+[b+J,h.margin.top]+&quot;)&quot;});var K=t.select(&quot;g.geometry-group&quot;).selectAll(&quot;g&quot;).size()&gt;0,tt=t.select(&quot;g.geometry-group&quot;).selectAll(&quot;g.geometry&quot;).data(d);if(tt.enter().append(&quot;g&quot;).attr({class:function(t,e){return&quot;geometry geometry&quot;+e}}),tt.exit().remove(),d[0]||K){var et=[];d.forEach(function(t,e){var n={};n.radialScale=r,n.angularScale=s,n.container=tt.filter(function(t,r){return r==e}),n.geometry=t.geometry,n.orientation=h.orientation,n.direction=h.direction,n.index=e,et.push({data:t,geometryConfig:n})});var rt=n.nest().key(function(t,e){return&quot;undefined&quot;!=typeof t.data.groupId||&quot;unstacked&quot;}).entries(et),nt=[];rt.forEach(function(t,e){&quot;unstacked&quot;===t.key?nt=nt.concat(t.values.map(function(t,e){return[t]})):nt.push(t.values)}),nt.forEach(function(t,e){var r;r=Array.isArray(t)?t[0].geometryConfig.geometry:t.geometryConfig.geometry;var n=t.map(function(t,e){return i(o[r].defaultConfig(),t)});o[r]().config(n)()})}var it,at,ot=t.select(&quot;.guides-group&quot;),st=t.select(&quot;.tooltips-group&quot;),lt=o.tooltipPanel().config({container:st,fontSize:8})(),ut=o.tooltipPanel().config({container:st,fontSize:8})(),ct=o.tooltipPanel().config({container:st,hasTick:!0})();if(!M){var ft=ot.select(&quot;line&quot;).attr({x1:0,y1:0,y2:0}).style({stroke:&quot;grey&quot;,&quot;pointer-events&quot;:&quot;none&quot;});N.on(&quot;mousemove.angular-guide&quot;,function(t,e){var r=o.util.getMousePos(X).angle;ft.attr({x2:-b,transform:&quot;rotate(&quot;+r+&quot;)&quot;}).style({opacity:.5});var n=(r+180+360-h.orientation)%360;it=s.invert(n);var i=o.util.convertToCartesian(b+12,r+180);lt.text(o.util.round(it)).move([i[0]+_[0],i[1]+_[1]])}).on(&quot;mouseout.angular-guide&quot;,function(t,e){ot.select(&quot;line&quot;).style({opacity:0})})}var ht=ot.select(&quot;circle&quot;).style({stroke:&quot;grey&quot;,fill:&quot;none&quot;});N.on(&quot;mousemove.radial-guide&quot;,function(t,e){var n=o.util.getMousePos(X).radius;ht.attr({r:n}).style({opacity:.5}),at=r.invert(o.util.getMousePos(X).radius);var i=o.util.convertToCartesian(n,h.radialAxis.orientation);ut.text(o.util.round(at)).move([i[0]+_[0],i[1]+_[1]])}).on(&quot;mouseout.radial-guide&quot;,function(t,e){ht.style({opacity:0}),ct.hide(),lt.hide(),ut.hide()}),t.selectAll(&quot;.geometry-group .mark&quot;).on(&quot;mouseover.tooltip&quot;,function(e,r){var i=n.select(this),a=this.style.fill,s=&quot;black&quot;,l=this.style.opacity||1;if(i.attr({&quot;data-opacity&quot;:l}),a&amp;&amp;&quot;none&quot;!==a){i.attr({&quot;data-fill&quot;:a}),s=n.hsl(a).darker().toString(),i.style({fill:s,opacity:1});var u={t:o.util.round(e[0]),r:o.util.round(e[1])};M&amp;&amp;(u.t=w[e[0]]);var c=&quot;t: &quot;+u.t+&quot;, r: &quot;+u.r,f=this.getBoundingClientRect(),h=t.node().getBoundingClientRect(),d=[f.left+f.width/2-U[0]-h.left,f.top+f.height/2-U[1]-h.top];ct.config({color:s}).text(c),ct.move(d)}else 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n.sum(t)})},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- &gt;=0&amp;&amp;t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter(function(t,e,r){return r.indexOf(t)==e})},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],i=e[1],a={};return a.x=r,a.y=i,a.pos=e,a.angle=180*(Math.atan2(i,r)+Math.PI)/Math.PI,a.radius=Math.sqrt(r*r+i*i),a},o.util.duplicatesCount=function(t){for(var e,r={},n={},i=0,a=t.length;i&lt;a;i++)(e=t[i])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var i=r.slice();r=e,e=i}var a=e.reduce(function(t,e){if(&quot;undefined&quot;!=typeof t)return t[e]},t);&quot;undefined&quot;!=typeof a&amp;&amp;(e.reduce(function(t,r,n){if(&quot;undefined&quot;!=typeof t)return n===e.length-1&amp;&amp;delete t[r],t[r]},t),r.reduce(function(t,e,n){return&quot;undefined&quot;==typeof t[e]&amp;&amp;(t[e]={}),n===r.length-1&amp;&amp;(t[e]=a),t[e]},t))},o.PolyChart=function(){var t=[o.PolyChart.defaultConfig()],e=n.dispatch(&quot;hover&quot;),r={solid:&quot;none&quot;,dash:[5,2],dot:[2,5]};function a(){var e=t[0].geometryConfig,i=e.container;&quot;string&quot;==typeof i&amp;&amp;(i=n.select(i)),i.datum(t).each(function(t,i){var a=!!t[0].data.yStack,o=t.map(function(t,e){return a?n.zip(t.data.t[0],t.data.r[0],t.data.yStack[0]):n.zip(t.data.t[0],t.data.r[0])}),s=e.angularScale,l=e.radialScale.domain()[0],u={bar:function(r,i,a){var o=t[a].data,l=e.radialScale(r[1])-e.radialScale(0),u=e.radialScale(r[2]||0),c=o.barWidth;n.select(this).attr({class:&quot;mark 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s=r[2]?o[a].map(function(t,e){return[t[0],t[1]+t[2]]}):o[a];if(n.select(this).each(u.dot).style({opacity:function(e,r){return+t[a].data.dotVisible},fill:p.stroke(r,i,a)}).attr({class:&quot;mark dot&quot;}),!(i&gt;0)){var l=n.select(this.parentNode).selectAll(&quot;path.line&quot;).data([0]);l.enter().insert(&quot;path&quot;),l.attr({class:&quot;line&quot;,d:c(s),transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+90)+&quot;)&quot;},&quot;pointer-events&quot;:&quot;none&quot;}).style({fill:function(t,e){return p.fill(r,i,a)},&quot;fill-opacity&quot;:0,stroke:function(t,e){return p.stroke(r,i,a)},&quot;stroke-width&quot;:function(t,e){return p[&quot;stroke-width&quot;](r,i,a)},&quot;stroke-dasharray&quot;:function(t,e){return p[&quot;stroke-dasharray&quot;](r,i,a)},opacity:function(t,e){return p.opacity(r,i,a)},display:function(t,e){return p.display(r,i,a)}})}};var f=e.angularScale.range(),h=Math.abs(f[1]-f[0])/o[0].length*Math.PI/180,d=n.svg.arc().startAngle(function(t){return-h/2}).endAngle(function(t){return h/2}).innerRadius(function(t){return e.radialScale(l+(t[2]||0))}).outerRadius(function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])});u.arc=function(t,r,i){n.select(this).attr({class:&quot;mark arc&quot;,d:d,transform:function(t,r){return&quot;rotate(&quot;+(e.orientation+s(t[0])+90)+&quot;)&quot;}})};var p={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},&quot;stroke-width&quot;:function(e,r,n){return t[n].data.strokeSize+&quot;px&quot;},&quot;stroke-dasharray&quot;:function(e,n,i){return r[t[i].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return&quot;undefined&quot;==typeof 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arguments.length?(e.forEach(function(e,r){t[r]||(t[r]={}),i(t[r],o.PolyChart.defaultConfig()),i(t[r],e)}),this):t},a.getColorScale=function(){},n.rebind(a,e,&quot;on&quot;),a},o.PolyChart.defaultConfig=function(){return{data:{name:&quot;geom1&quot;,t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:&quot;circle&quot;,dotSize:64,dotVisible:!1,barWidth:20,color:&quot;#ffa500&quot;,strokeSize:1,strokeColor:&quot;silver&quot;,strokeDash:&quot;solid&quot;,opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:&quot;LinePlot&quot;,geometryType:&quot;arc&quot;,direction:&quot;clockwise&quot;,orientation:0,container:&quot;body&quot;,radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:&quot;bar&quot;}}},o.AreaChart=function(){return 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a=3*(i=u),&quot;line&quot;===(r=o)?&quot;M&quot;+[[-i/2,-i/12],[i/2,-i/12],[i/2,i/12],[-i/2,i/12]]+&quot;Z&quot;:-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(a)():n.svg.symbol().type(&quot;square&quot;).size(a)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var b=n.svg.axis().scale(v).orient(&quot;right&quot;),x=h.select(&quot;g.legend-axis&quot;).attr({transform:&quot;translate(&quot;+[c?e.colorBandWidth:u,u/2]+&quot;)&quot;}).call(b);return x.selectAll(&quot;.domain&quot;).style({fill:&quot;none&quot;,stroke:&quot;none&quot;}),x.selectAll(&quot;line&quot;).style({fill:&quot;none&quot;,stroke:c?e.textColor:&quot;none&quot;}),x.selectAll(&quot;text&quot;).style({fill:e.textColor,&quot;font-size&quot;:e.fontSize}).text(function(t,e){return o[e].name}),r}return r.config=function(e){return arguments.length?(i(t,e),this):t},n.rebind(r,e,&quot;on&quot;),r},o.Legend.defaultConfig=function(t,e){return{data:[&quot;a&quot;,&quot;b&quot;,&quot;c&quot;],legendConfig:{elements:[{symbol:&quot;line&quot;,color:&quot;red&quot;},{symbol:&quot;square&quot;,color:&quot;yellow&quot;},{symbol:&quot;diamond&quot;,color:&quot;limegreen&quot;}],height:150,colorBandWidth:30,fontSize:12,container:&quot;body&quot;,isContinuous:null,textColor:&quot;grey&quot;,reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,a={container:null,hasTick:!1,fontSize:12,color:&quot;white&quot;,padding:5},s=&quot;tooltip-&quot;+o.tooltipPanel.uid++,l=10,u=function(){var n=(t=a.container.selectAll(&quot;g.&quot;+s).data([0])).enter().append(&quot;g&quot;).classed(s,!0).style({&quot;pointer-events&quot;:&quot;none&quot;,display:&quot;none&quot;});return r=n.append(&quot;path&quot;).style({fill:&quot;white&quot;,&quot;fill-opacity&quot;:.9}).attr({d:&quot;M0 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t.style({display:&quot;block&quot;}),u},u.config=function(t){return i(a,t),u},u},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&amp;&amp;(r.data=t.data.map(function(t,r){var n=i({},t);return[[n,[&quot;marker&quot;,&quot;color&quot;],[&quot;color&quot;]],[n,[&quot;marker&quot;,&quot;opacity&quot;],[&quot;opacity&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;color&quot;],[&quot;strokeColor&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;dash&quot;],[&quot;strokeDash&quot;]],[n,[&quot;marker&quot;,&quot;line&quot;,&quot;width&quot;],[&quot;strokeSize&quot;]],[n,[&quot;marker&quot;,&quot;symbol&quot;],[&quot;dotType&quot;]],[n,[&quot;marker&quot;,&quot;size&quot;],[&quot;dotSize&quot;]],[n,[&quot;marker&quot;,&quot;barWidth&quot;],[&quot;barWidth&quot;]],[n,[&quot;line&quot;,&quot;interpolation&quot;],[&quot;lineInterpolation&quot;]],[n,[&quot;showlegend&quot;],[&quot;visibleInLegend&quot;]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e||delete n.marker,e&amp;&amp;delete n.groupId,e?(&quot;LinePlot&quot;===n.geometry?(n.type=&quot;scatter&quot;,!0===n.dotVisible?(delete n.dotVisible,n.mode=&quot;lines+markers&quot;):n.mode=&quot;lines&quot;):&quot;DotPlot&quot;===n.geometry?(n.type=&quot;scatter&quot;,n.mode=&quot;markers&quot;):&quot;AreaChart&quot;===n.geometry?n.type=&quot;area&quot;:&quot;BarChart&quot;===n.geometry&amp;&amp;(n.type=&quot;bar&quot;),delete n.geometry):(&quot;scatter&quot;===n.type?&quot;lines&quot;===n.mode?n.geometry=&quot;LinePlot&quot;:&quot;markers&quot;===n.mode?n.geometry=&quot;DotPlot&quot;:&quot;lines+markers&quot;===n.mode&amp;&amp;(n.geometry=&quot;LinePlot&quot;,n.dotVisible=!0):&quot;area&quot;===n.type?n.geometry=&quot;AreaChart&quot;:&quot;bar&quot;===n.type&amp;&amp;(n.geometry=&quot;BarChart&quot;),delete n.mode,delete n.type),n}),!e&amp;&amp;t.layout&amp;&amp;&quot;stack&quot;===t.layout.barmode)){var a=o.util.duplicates(r.data.map(function(t,e){return t.geometry}));r.data.forEach(function(t,e){var n=a.indexOf(t.geometry);-1!=n&amp;&amp;(r.data[e].groupId=n)})}if(t.layout){var s=i({},t.layout);if([[s,[&quot;plot_bgcolor&quot;],[&quot;backgroundColor&quot;]],[s,[&quot;showlegend&quot;],[&quot;showLegend&quot;]],[s,[&quot;radialaxis&quot;],[&quot;radialAxis&quot;]],[s,[&quot;angularaxis&quot;],[&quot;angularAxis&quot;]],[s.angularaxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.angularaxis,[&quot;showticklabels&quot;],[&quot;labelsVisible&quot;]],[s.angularaxis,[&quot;nticks&quot;],[&quot;ticksCount&quot;]],[s.angularaxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.angularaxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.angularaxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularaxis,[&quot;endpadding&quot;],[&quot;endPadding&quot;]],[s.radialaxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.radialaxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.radialaxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.radialaxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularAxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.angularAxis,[&quot;showticklabels&quot;],[&quot;labelsVisible&quot;]],[s.angularAxis,[&quot;nticks&quot;],[&quot;ticksCount&quot;]],[s.angularAxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.angularAxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.angularAxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.angularAxis,[&quot;endpadding&quot;],[&quot;endPadding&quot;]],[s.radialAxis,[&quot;showline&quot;],[&quot;gridLinesVisible&quot;]],[s.radialAxis,[&quot;tickorientation&quot;],[&quot;tickOrientation&quot;]],[s.radialAxis,[&quot;ticksuffix&quot;],[&quot;ticksSuffix&quot;]],[s.radialAxis,[&quot;range&quot;],[&quot;domain&quot;]],[s.font,[&quot;outlinecolor&quot;],[&quot;outlineColor&quot;]],[s.legend,[&quot;traceorder&quot;],[&quot;reverseOrder&quot;]],[s,[&quot;labeloffset&quot;],[&quot;labelOffset&quot;]],[s,[&quot;defaultcolorrange&quot;],[&quot;defaultColorRange&quot;]]].forEach(function(t,r){o.util.translator.apply(null,t.concat(e))}),e?(&quot;undefined&quot;!=typeof s.tickLength&amp;&amp;(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&amp;&amp;(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&amp;&amp;&quot;undefined&quot;!=typeof s.angularAxis.ticklen&amp;&amp;(s.tickLength=s.angularAxis.ticklen),s.angularAxis&amp;&amp;&quot;undefined&quot;!=typeof s.angularAxis.tickcolor&amp;&amp;(s.tickColor=s.angularAxis.tickcolor)),s.legend&amp;&amp;&quot;boolean&quot;!=typeof s.legend.reverseOrder&amp;&amp;(s.legend.reverseOrder=&quot;normal&quot;!=s.legend.reverseOrder),s.legend&amp;&amp;&quot;boolean&quot;==typeof s.legend.traceorder&amp;&amp;(s.legend.traceorder=s.legend.traceorder?&quot;reversed&quot;:&quot;normal&quot;,delete s.legend.reverseOrder),s.margin&amp;&amp;&quot;undefined&quot;!=typeof s.margin.t){var l=[&quot;t&quot;,&quot;r&quot;,&quot;b&quot;,&quot;l&quot;,&quot;pad&quot;],u=[&quot;top&quot;,&quot;right&quot;,&quot;bottom&quot;,&quot;left&quot;,&quot;pad&quot;],c={};n.entries(s.margin).forEach(function(t,e){c[u[l.indexOf(t.key)]]=t.value}),s.margin=c}e&amp;&amp;(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{&quot;../../../constants/alignment&quot;:471,&quot;../../../lib&quot;:495,d3:81}],589:[function(t,e,r){&quot;use strict&quot;;var 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c=r[u],f=i[u],h=a[u],d=Math.sqrt(c*c+f*f+h*h);s=Math.max(s,d),l=Math.min(l,d)}e._len=o,e._normMax=s,n(t,e,{vals:[l,s],containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],603:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-cone3d&quot;),i=t(&quot;gl-cone3d&quot;).createConeMesh,a=t(&quot;../../lib&quot;).simpleMap,o=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,s=t(&quot;../../plots/gl3d/zip3&quot;);function l(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var u=l.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index,r=this.data.x[e],n=this.data.y[e],i=this.data.z[e],a=this.data.u[e],o=this.data.v[e],s=this.data.w[e];t.traceCoordinate=[r,n,i,a,o,s,Math.sqrt(a*a+o*o+s*s)];var l=this.data.hovertext||this.data.text;return Array.isArray(l)&amp;&amp;void 0!==l[e]?t.textLabel=l[e]:l&amp;&amp;(t.textLabel=l),!0}};var c={xaxis:0,yaxis:1,zaxis:2},f={tip:1,tail:0,cm:.25,center:.5},h={tip:1,tail:1,cm:.75,center:.5};function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,l={};function u(t,e){var n=r[e],o=i[c[e]];return a(t,function(t){return n.d2l(t)*o})}l.vectors=s(u(e.u,&quot;xaxis&quot;),u(e.v,&quot;yaxis&quot;),u(e.w,&quot;zaxis&quot;),e._len),l.positions=s(u(e.x,&quot;xaxis&quot;),u(e.y,&quot;yaxis&quot;),u(e.z,&quot;zaxis&quot;),e._len),l.colormap=o(e),l.vertexIntensityBounds=[e.cmin/e._normMax,e.cmax/e._normMax],l.coneOffset=f[e.anchor],&quot;scaled&quot;===e.sizemode?l.coneSize=e.sizeref||.5:l.coneSize=e.sizeref&amp;&amp;e._normMax?e.sizeref/e._normMax:.5;var d=n(l),p=e.lightposition;return d.lightPosition=[p.x,p.y,p.z],d.ambient=e.lighting.ambient,d.diffuse=e.lighting.diffuse,d.specular=e.lighting.specular,d.roughness=e.lighting.roughness,d.fresnel=e.lighting.fresnel,d.opacity=e.opacity,e._pad=h[e.anchor]*d.vectorScale*d.coneScale*e._normMax,d}u.update=function(t){this.data=t;var e=d(this.scene,t);this.mesh.update(e)},u.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=d(t,e),a=i(r,n),o=new l(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../plots/gl3d/zip3&quot;:581,&quot;gl-cone3d&quot;:104}],604:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/colorscale/defaults&quot;),a=t(&quot;./attributes&quot;);e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var 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n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../surface/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat;e.exports=l({x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},i:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},j:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},k:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;}),delaunayaxis:{valType:&quot;enumerated&quot;,values:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],dflt:&quot;z&quot;,editType:&quot;calc&quot;},alphahull:{valType:&quot;number&quot;,dflt:-1,editType:&quot;calc&quot;},intensity:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},color:{valType:&quot;color&quot;,editType:&quot;calc&quot;},vertexcolor:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},facecolor:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},transforms:void 0},n(&quot;&quot;,{colorAttr:&quot;`intensity`&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i,opacity:o.opacity,flatshading:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},contour:{show:l({},o.contours.x.show,{}),color:o.contours.x.color,width:o.contours.x.width,editType:&quot;calc&quot;},lightposition:{x:l({},o.lightposition.x,{dflt:1e5}),y:l({},o.lightposition.y,{dflt:1e5}),z:l({},o.lightposition.z,{dflt:0}),editType:&quot;calc&quot;},lighting:l({vertexnormalsepsilon:{valType:&quot;number&quot;,min:0,max:1,dflt:1e-12,editType:&quot;calc&quot;},facenormalsepsilon:{valType:&quot;number&quot;,min:0,max:1,dflt:1e-6,editType:&quot;calc&quot;},editType:&quot;calc&quot;},o.lighting),hoverinfo:l({},s.hoverinfo,{editType:&quot;calc&quot;})})},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../surface/attributes&quot;:654}],609:[function(t,e,r){&quot;use 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r=t.length,n=0;n&lt;r;n++)if(t[n]&lt;=-.5||t[n]&gt;=e-.5)return!1;return!0}f.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&amp;&amp;void 0!==r[e]?t.textLabel=r[e]:r&amp;&amp;(t.textLabel=r),!0}},f.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,c=t.x.length,f=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&amp;&amp;t.j&amp;&amp;t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!g(t.i,c)||!g(t.j,c)||!g(t.k,c))return;n=u(p(t.i),p(t.j),p(t.k))}else n=0===t.alphahull?o(f):t.alphahull&gt;0?a(t.alphahull,f):function(t,e){for(var r=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;].indexOf(t),n=[],a=e.length,o=0;o&lt;a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,f);var v={positions:f,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};t.intensity?(this.color=&quot;#fff&quot;,v.vertexIntensity=t.intensity,v.vertexIntensityBounds=[t.cmin,t.cmax],v.colormap=s(t)):t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=h(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=h(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color)),this.mesh.update(v)},f.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new c(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../../plots/gl3d/zip3&quot;:581,&quot;alpha-shape&quot;:15,&quot;convex-hull&quot;:72,&quot;delaunay-triangulate&quot;:83,&quot;gl-mesh3d&quot;:139}],611:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./attributes&quot;);e.exports=function(t,e,r,s){function l(r,n){return i.coerce(t,e,o,r,n)}function u(t){var e=t.map(function(t){var e=l(t);return e&amp;&amp;i.isArrayOrTypedArray(e)?e:null});return e.every(function(t){return 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n={};n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.calc=t(&quot;./calc&quot;),n.colorbar={min:&quot;cmin&quot;,max:&quot;cmax&quot;},n.plot=t(&quot;./convert&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;mesh3d&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;],n.meta={},e.exports=n},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:608,&quot;./calc&quot;:609,&quot;./convert&quot;:610,&quot;./defaults&quot;:611}],613:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);r.formatPiePercent=function(t,e){var r=(100*t).toPrecision(3);return-1!==r.lastIndexOf(&quot;.&quot;)&amp;&amp;(r=r.replace(/[.]?0+$/,&quot;&quot;)),n.numSeparate(r,e)+&quot;%&quot;},r.formatPieValue=function(t,e){var r=t.toPrecision(10);return-1!==r.lastIndexOf(&quot;.&quot;)&amp;&amp;(r=r.replace(/[.]?0+$/,&quot;&quot;)),n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r&lt;e.length;r++){var n=t[e[r]];if(n||0===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{&quot;../../lib&quot;:495}],614:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;./helpers&quot;).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({&quot;stroke-width&quot;:s}).call(n.fill,e.color).call(n.stroke,o)}},{&quot;../../components/color&quot;:376,&quot;./helpers&quot;:613}],615:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e){for(var r=0;r&lt;t.length;r++)t[r].i=r;n.mergeArray(e.text,t,&quot;tx&quot;),n.mergeArray(e.hovertext,t,&quot;htx&quot;),n.mergeArray(e.customdata,t,&quot;data&quot;),n.mergeArray(e.textposition,t,&quot;tp&quot;),e.textfont&amp;&amp;(n.mergeArray(e.textfont.size,t,&quot;ts&quot;),n.mergeArray(e.textfont.color,t,&quot;tc&quot;),n.mergeArray(e.textfont.family,t,&quot;tf&quot;));var i=e.marker;if(i){n.mergeArray(i.size,t,&quot;ms&quot;),n.mergeArray(i.opacity,t,&quot;mo&quot;),n.mergeArray(i.symbol,t,&quot;mx&quot;),n.mergeArray(i.color,t,&quot;mc&quot;);var a=i.line;i.line&amp;&amp;(n.mergeArray(a.color,t,&quot;mlc&quot;),n.mergeArray(a.width,t,&quot;mlw&quot;));var o=i.gradient;o&amp;&amp;&quot;none&quot;!==o.type&amp;&amp;(n.mergeArray(o.type,t,&quot;mgt&quot;),n.mergeArray(o.color,t,&quot;mgc&quot;))}}},{&quot;../../lib&quot;:495}],616:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/fx/hovertemplate_attributes&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/colorbar/attributes&quot;),o=t(&quot;../../plots/font_attributes&quot;),s=t(&quot;../../components/drawing/attributes&quot;).dash,l=t(&quot;../../components/drawing&quot;),u=t(&quot;./constants&quot;),c=t(&quot;../../lib/extend&quot;).extendFlat;e.exports={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},x0:{valType:&quot;any&quot;,dflt:0,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},dx:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;,anim:!0},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},y0:{valType:&quot;any&quot;,dflt:0,editType:&quot;calc+clearAxisTypes&quot;,anim:!0},dy:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;,anim:!0},stackgroup:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},orientation:{valType:&quot;enumerated&quot;,values:[&quot;v&quot;,&quot;h&quot;],editType:&quot;calc&quot;},groupnorm:{valType:&quot;enumerated&quot;,values:[&quot;&quot;,&quot;fraction&quot;,&quot;percent&quot;],dflt:&quot;&quot;,editType:&quot;calc&quot;},stackgaps:{valType:&quot;enumerated&quot;,values:[&quot;infer 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zero&quot;,editType:&quot;calc&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0,editType:&quot;style&quot;},mode:{valType:&quot;flaglist&quot;,flags:[&quot;lines&quot;,&quot;markers&quot;,&quot;text&quot;],extras:[&quot;none&quot;],editType:&quot;calc&quot;},hoveron:{valType:&quot;flaglist&quot;,flags:[&quot;points&quot;,&quot;fills&quot;],editType:&quot;style&quot;},hovertemplate:n({},{keys:u.eventDataKeys}),line:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;,anim:!0},width:{valType:&quot;number&quot;,min:0,dflt:2,editType:&quot;style&quot;,anim:!0},shape:{valType:&quot;enumerated&quot;,values:[&quot;linear&quot;,&quot;spline&quot;,&quot;hv&quot;,&quot;vh&quot;,&quot;hvh&quot;,&quot;vhv&quot;],dflt:&quot;linear&quot;,editType:&quot;plot&quot;},smoothing:{valType:&quot;number&quot;,min:0,max:1.3,dflt:1,editType:&quot;plot&quot;},dash:c({},s,{editType:&quot;style&quot;}),simplify:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},editType:&quot;plot&quot;},connectgaps:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},cliponaxis:{valType:&quot;boolean&quot;,dflt:!0,editType:&quot;plot&quot;},fill:{valType:&quot;enumerated&quot;,values:[&quot;none&quot;,&quot;tozeroy&quot;,&quot;tozerox&quot;,&quot;tonexty&quot;,&quot;tonextx&quot;,&quot;toself&quot;,&quot;tonext&quot;],editType:&quot;calc&quot;},fillcolor:{valType:&quot;color&quot;,editType:&quot;style&quot;,anim:!0},marker:c({symbol:{valType:&quot;enumerated&quot;,values:l.symbolList,dflt:&quot;circle&quot;,arrayOk:!0,editType:&quot;style&quot;},opacity:{valType:&quot;number&quot;,min:0,max:1,arrayOk:!0,editType:&quot;style&quot;,anim:!0},size:{valType:&quot;number&quot;,min:0,dflt:6,arrayOk:!0,editType:&quot;calc&quot;,anim:!0},maxdisplayed:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;plot&quot;},sizeref:{valType:&quot;number&quot;,dflt:1,editType:&quot;calc&quot;},sizemin:{valType:&quot;number&quot;,min:0,dflt:0,editType:&quot;calc&quot;},sizemode:{valType:&quot;enumerated&quot;,values:[&quot;diameter&quot;,&quot;area&quot;],dflt:&quot;diameter&quot;,editType:&quot;calc&quot;},colorbar:a,line:c({width:{valType:&quot;number&quot;,min:0,arrayOk:!0,editType:&quot;style&quot;,anim:!0},editType:&quot;calc&quot;},i(&quot;marker.line&quot;,{anim:!0})),gradient:{type:{valType:&quot;enumerated&quot;,values:[&quot;radial&quot;,&quot;horizontal&quot;,&quot;vertical&quot;,&quot;none&quot;],arrayOk:!0,dflt:&quot;none&quot;,editType:&quot;calc&quot;},color:{valType:&quot;color&quot;,arrayOk:!0,editType:&quot;calc&quot;},editType:&quot;calc&quot;},editType:&quot;calc&quot;},i(&quot;marker&quot;,{anim:!0})),selected:{marker:{opacity:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},size:{valType:&quot;number&quot;,min:0,editType:&quot;style&quot;},editType:&quot;style&quot;},textfont:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;},editType:&quot;style&quot;},editType:&quot;style&quot;},unselected:{marker:{opacity:{valType:&quot;number&quot;,min:0,max:1,editType:&quot;style&quot;},color:{valType:&quot;color&quot;,editType:&quot;style&quot;},size:{valType:&quot;number&quot;,min:0,editType:&quot;style&quot;},editType:&quot;style&quot;},textfont:{color:{valType:&quot;color&quot;,editType:&quot;style&quot;},editType:&quot;style&quot;},editType:&quot;style&quot;},textposition:{valType:&quot;enumerated&quot;,values:[&quot;top left&quot;,&quot;top center&quot;,&quot;top right&quot;,&quot;middle left&quot;,&quot;middle center&quot;,&quot;middle right&quot;,&quot;bottom left&quot;,&quot;bottom center&quot;,&quot;bottom right&quot;],dflt:&quot;middle center&quot;,arrayOk:!0,editType:&quot;calc&quot;},textfont:o({editType:&quot;calc&quot;,colorEditType:&quot;style&quot;,arrayOk:!0}),r:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},t:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;}}},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/drawing&quot;:397,&quot;../../components/drawing/attributes&quot;:396,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/font_attributes&quot;:567,&quot;./constants&quot;:620}],617:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;fast-isnumeric&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../plots/cartesian/axes&quot;),o=t(&quot;../../constants/numerical&quot;).BADNUM,s=t(&quot;./subtypes&quot;),l=t(&quot;./colorscale_calc&quot;),u=t(&quot;./arrays_to_calcdata&quot;),c=t(&quot;./calc_selection&quot;);function f(t,e,r,n,i,o,l){var u=e._length,c=t._fullLayout,f=r._id,h=n._id,d=c._firstScatter[p(e)]===e.uid,v=(g(e,c,r,n)||{}).orientation,m=e.fill;r._minDtick=0,n._minDtick=0;var y={padded:!0},b={padded:!0};l&amp;&amp;(y.ppad=b.ppad=l);var x=u&lt;2||i[0]!==i[u-1]||o[0]!==o[u-1];x&amp;&amp;(&quot;tozerox&quot;===m||&quot;tonextx&quot;===m&amp;&amp;(d||&quot;h&quot;===v))?y.tozero=!0:(e.error_y||{}).visible||&quot;tonexty&quot;!==m&amp;&amp;&quot;tozeroy&quot;!==m&amp;&amp;(s.hasMarkers(e)||s.hasText(e))||(y.padded=!1,y.ppad=0),x&amp;&amp;(&quot;tozeroy&quot;===m||&quot;tonexty&quot;===m&amp;&amp;(d||&quot;v&quot;===v))?b.tozero=!0:&quot;tonextx&quot;!==m&amp;&amp;&quot;tozerox&quot;!==m||(b.padded=!1),f&amp;&amp;(e._extremes[f]=a.findExtremes(r,i,y)),h&amp;&amp;(e._extremes[h]=a.findExtremes(n,o,b))}function h(t,e){if(s.hasMarkers(t)){var r,n=t.marker,o=1.6*(t.marker.sizeref||1);if(r=&quot;area&quot;===t.marker.sizemode?function(t){return Math.max(Math.sqrt((t||0)/o),3)}:function(t){return Math.max((t||0)/o,3)},i.isArrayOrTypedArray(n.size)){var l={type:&quot;linear&quot;};a.setConvert(l);for(var u=l.makeCalcdata(t.marker,&quot;size&quot;),c=new Array(e),f=0;f&lt;e;f++)c[f]=r(u[f]);return c}return r(n.size)}}function 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R=T[s]={},P=n(w[s]),z=n(A[s]);P&amp;&amp;z?(R[C]=w[s],R[O]=A[s]):E&amp;&amp;(r?P:z)?(R[S]=r?w[s]:A[s],R.gap=!0,m?(R.s=o,L=!0):R.s=0):R[C]=R[O]=o,k&amp;&amp;(R.id=String(k[s]))}if(u(T,e),l(t,e),c(T,e),E){for(s=0;s&lt;T.length;)T[s][S]===o?T.splice(s,1):s++;if(i.sort(T,function(t,e){return t[S]-e[S]||t.i-e.i}),L){for(s=0;s&lt;T.length-1&amp;&amp;T[s].gap;)s++;for((y=T[s].s)||(y=T[s].s=0),p=0;p&lt;s;p++)T[p].s=y;for(v=T.length-1;v&gt;s&amp;&amp;T[v].gap;)v--;for(y=T[v].s,p=T.length-1;p&gt;v;p--)T[p].s=y;for(;s&lt;v;)if(T[++s].gap){for(p=s+1;T[p].gap;)p++;for(var I=T[s-1][S],N=T[s-1].s,D=(T[p].s-N)/(T[p][S]-I);s&lt;p;)T[s].s=N+(T[s][S]-I)*D,s++}}}return T},calcMarkerSize:h,calcAxisExpansion:f,setFirstScatter:d,getStackOpts:g}},{&quot;../../constants/numerical&quot;:475,&quot;../../lib&quot;:495,&quot;../../plots/cartesian/axes&quot;:541,&quot;./arrays_to_calcdata&quot;:615,&quot;./calc_selection&quot;:618,&quot;./colorscale_calc&quot;:619,&quot;./subtypes&quot;:640,&quot;fast-isnumeric&quot;:90}],618:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;);e.exports=function(t,e){n.isArrayOrTypedArray(e.selectedpoints)&amp;&amp;n.tagSelected(t,e)}},{&quot;../../lib&quot;:495}],619:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,i=t(&quot;../../components/colorscale/calc&quot;),a=t(&quot;./subtypes&quot;);e.exports=function(t,e){a.hasLines(e)&amp;&amp;n(e,&quot;line&quot;)&amp;&amp;i(t,e,{vals:e.line.color,containerStr:&quot;line&quot;,cLetter:&quot;c&quot;}),a.hasMarkers(e)&amp;&amp;(n(e,&quot;marker&quot;)&amp;&amp;i(t,e,{vals:e.marker.color,containerStr:&quot;marker&quot;,cLetter:&quot;c&quot;}),n(e,&quot;marker.line&quot;)&amp;&amp;i(t,e,{vals:e.marker.line.color,containerStr:&quot;marker.line&quot;,cLetter:&quot;c&quot;}))}},{&quot;../../components/colorscale/calc&quot;:384,&quot;../../components/colorscale/helpers&quot;:387,&quot;./subtypes&quot;:640}],620:[function(t,e,r){&quot;use strict&quot;;e.exports={PTS_LINESONLY:20,minTolerance:.2,toleranceGrowth:10,maxScreensAway:20,eventDataKeys:[]}},{}],621:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;./calc&quot;);function i(t,e,r,n,i,a,o){i[n]=!0;var s={i:null,gap:!0,s:0};if(s[o]=r,t.splice(e,0,s),e&amp;&amp;r===t[e-1][o]){var l=t[e-1];s.s=l.s,s.i=l.i,s.gap=l.gap}else a&amp;&amp;(s.s=function(t,e,r,n){var i=t[e-1],a=t[e+1];return a?i?i.s+(a.s-i.s)*(r-i[n])/(a[n]-i[n]):a.s:i.s}(t,e,r,o));e||(t[0].t=t[1].t,t[0].trace=t[1].trace,delete t[1].t,delete t[1].trace)}e.exports=function(t,e){var r=e.xaxis,a=e.yaxis,o=r._id+a._id,s=t._fullLayout._scatterStackOpts[o];if(s){var l,u,c,f,h,d,p,g,v,m,y,b,x,_,w,A=t.calcdata;for(var M in s){var T=(m=s[M]).traceIndices;if(T.length){for(y=&quot;interpolate&quot;===m.stackgaps,b=m.groupnorm,&quot;v&quot;===m.orientation?(x=&quot;x&quot;,_=&quot;y&quot;):(x=&quot;y&quot;,_=&quot;x&quot;),w=new Array(T.length),l=0;l&lt;w.length;l++)w[l]=!1;d=A[T[0]];var k=new 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Array(E);for(u=0;u&lt;E;u++)P[u]=h[u].x,z[u]=h[u].y;n.calcAxisExpansion(t,S,r,a,P,z,C),h[0].t.orientation=m.orientation}}}}}},{&quot;./calc&quot;:617}],622:[function(t,e,r){&quot;use strict&quot;;e.exports=function(t){for(var e=0;e&lt;t.length;e++){var r=t[e];if(&quot;scatter&quot;===r.type){var n=r.fill;if(&quot;none&quot;!==n&amp;&amp;&quot;toself&quot;!==n&amp;&amp;(r.opacity=void 0,&quot;tonexty&quot;===n||&quot;tonextx&quot;===n))for(var i=e-1;i&gt;=0;i--){var a=t[i];if(&quot;scatter&quot;===a.type&amp;&amp;a.xaxis===r.xaxis&amp;&amp;a.yaxis===r.yaxis){a.opacity=void 0;break}}}}}},{}],623:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../registry&quot;),a=t(&quot;./attributes&quot;),o=t(&quot;./constants&quot;),s=t(&quot;./subtypes&quot;),l=t(&quot;./xy_defaults&quot;),u=t(&quot;./stack_defaults&quot;),c=t(&quot;./marker_defaults&quot;),f=t(&quot;./line_defaults&quot;),h=t(&quot;./line_shape_defaults&quot;),d=t(&quot;./text_defaults&quot;),p=t(&quot;./fillcolor_defaults&quot;);e.exports=function(t,e,r,g){function v(r,i){return n.coerce(t,e,a,r,i)}var m=l(t,e,g,v);if(m||(e.visible=!1),e.visible){var y=u(t,e,g,v),b=!y&amp;&amp;m&lt;o.PTS_LINESONLY?&quot;lines+markers&quot;:&quot;lines&quot;;v(&quot;text&quot;),v(&quot;hovertext&quot;),v(&quot;mode&quot;,b),s.hasLines(e)&amp;&amp;(f(t,e,r,g,v),h(t,e,v),v(&quot;connectgaps&quot;),v(&quot;line.simplify&quot;)),s.hasMarkers(e)&amp;&amp;c(t,e,r,g,v,{gradient:!0}),s.hasText(e)&amp;&amp;d(t,e,g,v);var x=[];(s.hasMarkers(e)||s.hasText(e))&amp;&amp;(v(&quot;cliponaxis&quot;),v(&quot;marker.maxdisplayed&quot;),x.push(&quot;points&quot;)),v(&quot;fill&quot;,y?y.fillDflt:&quot;none&quot;),&quot;none&quot;!==e.fill&amp;&amp;(p(t,e,r,v),s.hasLines(e)||h(t,e,v));var _=(e.line||{}).color,w=(e.marker||{}).color;&quot;tonext&quot;!==e.fill&amp;&amp;&quot;toself&quot;!==e.fill||x.push(&quot;fills&quot;),v(&quot;hoveron&quot;,x.join(&quot;+&quot;)||&quot;points&quot;),&quot;fills&quot;!==e.hoveron&amp;&amp;v(&quot;hovertemplate&quot;);var 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0}},{&quot;../../lib&quot;:495}],625:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../lib&quot;).isArrayOrTypedArray;e.exports=function(t,e,r,a){var o=!1;if(e.marker){var s=e.marker.color,l=(e.marker.line||{}).color;s&amp;&amp;!i(s)?o=s:l&amp;&amp;!i(l)&amp;&amp;(o=l)}a(&quot;fillcolor&quot;,n.addOpacity((e.line||{}).color||o||r,.5))}},{&quot;../../components/color&quot;:376,&quot;../../lib&quot;:495}],626:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;./subtypes&quot;);e.exports=function(t,e){var r,a;if(&quot;lines&quot;===t.mode)return(r=t.line.color)&amp;&amp;n.opacity(r)?r:t.fillcolor;if(&quot;none&quot;===t.mode)return t.fill?t.fillcolor:&quot;&quot;;var 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n={},i=t(&quot;./subtypes&quot;);n.hasLines=i.hasLines,n.hasMarkers=i.hasMarkers,n.hasText=i.hasText,n.isBubble=i.isBubble,n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.crossTraceDefaults=t(&quot;./cross_trace_defaults&quot;),n.calc=t(&quot;./calc&quot;).calc,n.crossTraceCalc=t(&quot;./cross_trace_calc&quot;),n.arraysToCalcdata=t(&quot;./arrays_to_calcdata&quot;),n.plot=t(&quot;./plot&quot;),n.colorbar=t(&quot;./marker_colorbar&quot;),n.style=t(&quot;./style&quot;).style,n.styleOnSelect=t(&quot;./style&quot;).styleOnSelect,n.hoverPoints=t(&quot;./hover&quot;),n.selectPoints=t(&quot;./select&quot;),n.animatable=!0,n.moduleType=&quot;trace&quot;,n.name=&quot;scatter&quot;,n.basePlotModule=t(&quot;../../plots/cartesian&quot;),n.categories=[&quot;cartesian&quot;,&quot;svg&quot;,&quot;symbols&quot;,&quot;errorBarsOK&quot;,&quot;showLegend&quot;,&quot;scatter-like&quot;,&quot;zoomScale&quot;],n.meta={},e.exports=n},{&quot;../../plots/cartesian&quot;:552,&quot;./arrays_to_calcdata&quot;:615,&quot;./attributes&quot;:616,&quot;./calc&quot;:617,&quot;./cross_trace_calc&quot;:621,&quot;./cross_trace_defaults&quot;:622,&quot;./defaults&quot;:623,&quot;./hover&quot;:627,&quot;./marker_colorbar&quot;:634,&quot;./plot&quot;:636,&quot;./select&quot;:637,&quot;./style&quot;:639,&quot;./subtypes&quot;:640}],629:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;).isArrayOrTypedArray,i=t(&quot;../../components/colorscale/helpers&quot;).hasColorscale,a=t(&quot;../../components/colorscale/defaults&quot;);e.exports=function(t,e,r,o,s,l){var u=(t.marker||{}).color;(s(&quot;line.color&quot;,r),i(t,&quot;line&quot;))?a(t,e,o,s,{prefix:&quot;line.&quot;,cLetter:&quot;c&quot;}):s(&quot;line.color&quot;,!n(u)&amp;&amp;u||r);s(&quot;line.width&quot;),(l||{}).noDash||s(&quot;line.dash&quot;)}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../components/colorscale/helpers&quot;:387,&quot;../../lib&quot;:495}],630:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../constants/numerical&quot;),i=n.BADNUM,a=n.LOG_CLIP,o=a+.5,s=a-.5,l=t(&quot;../../lib&quot;),u=l.segmentsIntersect,c=l.constrain,f=t(&quot;./constants&quot;);e.exports=function(t,e){var 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g=e.exports=c({x:n.x,y:n.y,z:{valType:&quot;data_array&quot;},text:u({},n.text,{}),hovertext:u({},n.hovertext,{}),hovertemplate:a(),mode:u({},n.mode,{dflt:&quot;lines+markers&quot;}),surfaceaxis:{valType:&quot;enumerated&quot;,values:[-1,0,1,2],dflt:-1},surfacecolor:{valType:&quot;color&quot;},projection:{x:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}},y:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}},z:{show:{valType:&quot;boolean&quot;,dflt:!1},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},scale:{valType:&quot;number&quot;,min:0,max:10,dflt:2/3}}},connectgaps:n.connectgaps,line:p,marker:u({symbol:{valType:&quot;enumerated&quot;,values:Object.keys(l),dflt:&quot;circle&quot;,arrayOk:!0},size:u({},h.size,{dflt:8}),sizeref:h.sizeref,sizemin:h.sizemin,sizemode:h.sizemode,opacity:u({},h.opacity,{arrayOk:!1}),colorbar:h.colorbar,line:u({width:u({},d.width,{arrayOk:!1})},i(&quot;marker.line&quot;))},i(&quot;marker&quot;)),textposition:u({},n.textposition,{dflt:&quot;top center&quot;}),textfont:{color:n.textfont.color,size:n.textfont.size,family:u({},n.textfont.family,{arrayOk:!1})},hoverinfo:u({},o.hoverinfo)},&quot;calc&quot;,&quot;nested&quot;);g.x.editType=g.y.editType=g.z.editType=&quot;calc+clearAxisTypes&quot;},{&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../constants/gl3d_dashes&quot;:472,&quot;../../constants/gl3d_markers&quot;:473,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/attributes&quot;:538,&quot;../scatter/attributes&quot;:616}],644:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../scatter/arrays_to_calcdata&quot;),i=t(&quot;../scatter/colorscale_calc&quot;);e.exports=function(t,e){var r=[{x:!1,y:!1,trace:e,t:{}}];return n(r,e),i(t,e),r}},{&quot;../scatter/arrays_to_calcdata&quot;:615,&quot;../scatter/colorscale_calc&quot;:619}],645:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;);function i(t,e,r,i){if(!e||!e.visible)return null;for(var a=n.getComponentMethod(&quot;errorbars&quot;,&quot;makeComputeError&quot;)(e),o=new Array(t.length),s=0;s&lt;t.length;s++){var l=a(+t[s],s);if(&quot;log&quot;===i.type){var u=i.c2l(t[s]),c=t[s]-l[0],f=t[s]+l[1];if(o[s]=[(i.c2l(c,!0)-u)*r,(i.c2l(f,!0)-u)*r],c&gt;0){var h=i.c2l(c);i._lowerLogErrorBound||(i._lowerLogErrorBound=h),i._lowerErrorBound=Math.min(i._lowerLogErrorBound,h)}}else o[s]=[-l[0]*r,l[1]*r]}return o}e.exports=function(t,e,r){var n=[i(t.x,t.error_x,e[0],r.xaxis),i(t.y,t.error_y,e[1],r.yaxis),i(t.z,t.error_z,e[2],r.zaxis)],a=function(t){for(var e=0;e&lt;t.length;e++)if(t[e])return t[e].length;return 0}(n);if(0===a)return null;for(var o=new Array(a),s=0;s&lt;a;s++){for(var l=[[0,0,0],[0,0,0]],u=0;u&lt;3;u++)if(n[u])for(var c=0;c&lt;2;c++)l[c][u]=n[u][s][c];o[s]=l}return o}},{&quot;../../registry&quot;:592}],646:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-line3d&quot;),i=t(&quot;gl-scatter3d&quot;),a=t(&quot;gl-error3d&quot;),o=t(&quot;gl-mesh3d&quot;),s=t(&quot;delaunay-triangulate&quot;),l=t(&quot;../../lib&quot;),u=t(&quot;../../lib/str2rgbarray&quot;),c=t(&quot;../../lib/gl_format_color&quot;).formatColor,f=t(&quot;../scatter/make_bubble_size_func&quot;),h=t(&quot;../../constants/gl3d_dashes&quot;),d=t(&quot;../../constants/gl3d_markers&quot;),p=t(&quot;./calc_errors&quot;);function g(t,e){this.scene=t,this.uid=e,this.linePlot=null,this.scatterPlot=null,this.errorBars=null,this.textMarkers=null,this.delaunayMesh=null,this.color=null,this.mode=&quot;&quot;,this.dataPoints=[],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.textLabels=null,this.data=null}var v=g.prototype;function m(t){return null==t?0:t.indexOf(&quot;left&quot;)&gt;-1?-1:t.indexOf(&quot;right&quot;)&gt;-1?1:0}function y(t){return null==t?0:t.indexOf(&quot;top&quot;)&gt;-1?-1:t.indexOf(&quot;bottom&quot;)&gt;-1?1:0}function b(t,e){return e(4*t)}function x(t){return d[t]}function _(t,e,r,n,i){var a=null;if(l.isArrayOrTypedArray(t)){a=[];for(var o=0;o&lt;e;o++)void 0===t[o]?a[o]=n:a[o]=r(t[o],i)}else a=r(t,l.identity);return a}function w(t,e){var r,n,i,a,o,s,h=[],d=t.fullSceneLayout,g=t.dataScale,v=d.xaxis,w=d.yaxis,A=d.zaxis,M=e.marker,T=e.line,k=e.x||[],E=e.y||[],L=e.z||[],S=k.length,C=e.xcalendar,O=e.ycalendar,R=e.zcalendar;for(o=0;o&lt;S;o++)r=v.d2l(k[o],0,C)*g[0],n=w.d2l(E[o],0,O)*g[1],i=A.d2l(L[o],0,R)*g[2],h[o]=[r,n,i];if(Array.isArray(e.text))s=e.text;else if(void 0!==e.text)for(s=new Array(S),o=0;o&lt;S;o++)s[o]=e.text;if(a={position:h,mode:e.mode,text:s},&quot;line&quot;in e&amp;&amp;(a.lineColor=c(T,1,S),a.lineWidth=T.width,a.lineDashes=T.dash),&quot;marker&quot;in e){var P=f(e);a.scatterColor=c(M,1,S),a.scatterSize=_(M.size,S,b,20,P),a.scatterMarker=_(M.symbol,S,x,&quot;\\u25cf&quot;),a.scatterLineWidth=M.line.width,a.scatterLineColor=c(M.line,1,S),a.scatterAngle=0}&quot;textposition&quot;in e&amp;&amp;(a.textOffset=function(t){var e=[0,0];if(Array.isArray(t))for(var r=0;r&lt;t.length;r++)e[r]=[0,0],t[r]&amp;&amp;(e[r][0]=m(t[r]),e[r][1]=y(t[r]));else e[0]=m(t),e[1]=y(t);return e}(e.textposition),a.textColor=c(e.textfont,1,S),a.textSize=_(e.textfont.size,S,l.identity,12),a.textFont=e.textfont.family,a.textAngle=0);var z=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(a.project=[!1,!1,!1],a.projectScale=[1,1,1],a.projectOpacity=[1,1,1],o=0;o&lt;3;++o){var I=e.projection[z[o]];(a.project[o]=I.show)&amp;&amp;(a.projectOpacity[o]=I.opacity,a.projectScale[o]=I.scale)}a.errorBounds=p(e,g,d);var N=function(t){for(var e=[0,0,0],r=[[0,0,0],[0,0,0],[0,0,0]],n=[1,1,1],i=0;i&lt;3;i++){var a=t[i];a&amp;&amp;!1!==a.copy_zstyle&amp;&amp;!1!==t[2].visible&amp;&amp;(a=t[2]),a&amp;&amp;a.visible&amp;&amp;(e[i]=a.width/2,r[i]=u(a.color),n[i]=a.thickness)}return{capSize:e,color:r,lineWidth:n}}([e.error_x,e.error_y,e.error_z]);return a.errorColor=N.color,a.errorLineWidth=N.lineWidth,a.errorCapSize=N.capSize,a.delaunayAxis=e.surfaceaxis,a.delaunayColor=u(e.surfacecolor),a}function A(t){if(Array.isArray(t)){var e=t[0];return Array.isArray(e)&amp;&amp;(t=e),&quot;rgb(&quot;+t.slice(0,3).map(function(t){return Math.round(255*t)})+&quot;)&quot;}return null}v.handlePick=function(t){if(t.object&amp;&amp;(t.object===this.linePlot||t.object===this.delaunayMesh||t.object===this.textMarkers||t.object===this.scatterPlot)){var e=t.index=t.data.index;return t.object.highlight&amp;&amp;t.object.highlight(null),this.scatterPlot&amp;&amp;(t.object=this.scatterPlot,this.scatterPlot.highlight(t.data)),t.textLabel=&quot;&quot;,this.textLabels&amp;&amp;(Array.isArray(this.textLabels)?(this.textLabels[e]||0===this.textLabels[e])&amp;&amp;(t.textLabel=this.textLabels[e]):t.textLabel=this.textLabels),t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]],!0}},v.update=function(t){var e,r,l,u,c=this.scene.glplot.gl,f=h.solid;this.data=t;var d=w(this.scene,t);&quot;mode&quot;in d&amp;&amp;(this.mode=d.mode),&quot;lineDashes&quot;in d&amp;&amp;d.lineDashes in h&amp;&amp;(f=h[d.lineDashes]),this.color=A(d.scatterColor)||A(d.lineColor),this.dataPoints=d.position,e={gl:this.scene.glplot.gl,position:d.position,color:d.lineColor,lineWidth:d.lineWidth||1,dashes:f[0],dashScale:f[1],opacity:t.opacity,connectGaps:t.connectgaps},-1!==this.mode.indexOf(&quot;lines&quot;)?this.linePlot?this.linePlot.update(e):(this.linePlot=n(e),this.linePlot._trace=this,this.scene.glplot.add(this.linePlot)):this.linePlot&amp;&amp;(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose(),this.linePlot=null);var p=t.opacity;if(t.marker&amp;&amp;t.marker.opacity&amp;&amp;(p*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:d.position,color:d.scatterColor,size:d.scatterSize,glyph:d.scatterMarker,opacity:p,orthographic:!0,lineWidth:d.scatterLineWidth,lineColor:d.scatterLineColor,project:d.project,projectScale:d.projectScale,projectOpacity:d.projectOpacity},-1!==this.mode.indexOf(&quot;markers&quot;)?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=i(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&amp;&amp;(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),u={gl:this.scene.glplot.gl,position:d.position,glyph:d.text,color:d.textColor,size:d.textSize,angle:d.textAngle,alignment:d.textOffset,font:d.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(&quot;text&quot;)?this.textMarkers?this.textMarkers.update(u):(this.textMarkers=i(u),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&amp;&amp;(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:d.position,color:d.errorColor,error:d.errorBounds,lineWidth:d.errorLineWidth,capSize:d.errorCapSize,opacity:t.opacity},this.errorBars?d.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):d.errorBounds&amp;&amp;(this.errorBars=a(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),d.delaunayAxis&gt;=0){var g=function(t,e,r){var n,i=(r+1)%3,a=(r+2)%3,o=[],l=[];for(n=0;n&lt;t.length;++n){var u=t[n];!isNaN(u[i])&amp;&amp;isFinite(u[i])&amp;&amp;!isNaN(u[a])&amp;&amp;isFinite(u[a])&amp;&amp;(o.push([u[i],u[a]]),l.push(n))}var c=s(o);for(n=0;n&lt;c.length;++n)for(var f=c[n],h=0;h&lt;f.length;++h)f[h]=l[f[h]];return{positions:t,cells:c,meshColor:e}}(d.position,d.delaunayColor,d.delaunayAxis);g.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(g):(g.gl=c,this.delaunayMesh=o(g),this.delaunayMesh._trace=this,this.scene.glplot.add(this.delaunayMesh))}else this.delaunayMesh&amp;&amp;(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose(),this.delaunayMesh=null)},v.dispose=function(){this.linePlot&amp;&amp;(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose()),this.scatterPlot&amp;&amp;(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose()),this.errorBars&amp;&amp;(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose()),this.textMarkers&amp;&amp;(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose()),this.delaunayMesh&amp;&amp;(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose())},e.exports=function(t,e){var r=new g(t,e.uid);return r.update(e),r}},{&quot;../../constants/gl3d_dashes&quot;:472,&quot;../../constants/gl3d_markers&quot;:473,&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../scatter/make_bubble_size_func&quot;:633,&quot;./calc_errors&quot;:645,&quot;delaunay-triangulate&quot;:83,&quot;gl-error3d&quot;:109,&quot;gl-line3d&quot;:114,&quot;gl-mesh3d&quot;:139,&quot;gl-scatter3d&quot;:147}],647:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../scatter/subtypes&quot;),o=t(&quot;../scatter/marker_defaults&quot;),s=t(&quot;../scatter/line_defaults&quot;),l=t(&quot;../scatter/text_defaults&quot;),u=t(&quot;./attributes&quot;);e.exports=function(t,e,r,c){function f(r,n){return i.coerce(t,e,u,r,n)}if(function(t,e,r,i){var a=0,o=r(&quot;x&quot;),s=r(&quot;y&quot;),l=r(&quot;z&quot;);n.getComponentMethod(&quot;calendars&quot;,&quot;handleTraceDefaults&quot;)(t,e,[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],i),o&amp;&amp;s&amp;&amp;l&amp;&amp;(a=Math.min(o.length,s.length,l.length),e._length=e._xlength=e._ylength=e._zlength=a);return a}(t,e,f,c)){f(&quot;text&quot;),f(&quot;hovertext&quot;),f(&quot;hovertemplate&quot;),f(&quot;mode&quot;),a.hasLines(e)&amp;&amp;(f(&quot;connectgaps&quot;),s(t,e,r,c,f)),a.hasMarkers(e)&amp;&amp;o(t,e,r,c,f,{noSelect:!0}),a.hasText(e)&amp;&amp;l(t,e,c,f,{noSelect:!0});var h=(e.line||{}).color,d=(e.marker||{}).color;f(&quot;surfaceaxis&quot;)&gt;=0&amp;&amp;f(&quot;surfacecolor&quot;,h||d);for(var p=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;],g=0;g&lt;3;++g){var v=&quot;projection.&quot;+p[g];f(v+&quot;.show&quot;)&amp;&amp;(f(v+&quot;.opacity&quot;),f(v+&quot;.scale&quot;))}var m=n.getComponentMethod(&quot;errorbars&quot;,&quot;supplyDefaults&quot;);m(t,e,h||d||r,{axis:&quot;z&quot;}),m(t,e,h||d||r,{axis:&quot;y&quot;,inherit:&quot;z&quot;}),m(t,e,h||d||r,{axis:&quot;x&quot;,inherit:&quot;z&quot;})}else e.visible=!1}},{&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;../scatter/line_defaults&quot;:629,&quot;../scatter/marker_defaults&quot;:635,&quot;../scatter/subtypes&quot;:640,&quot;../scatter/text_defaults&quot;:641,&quot;./attributes&quot;:643}],648:[function(t,e,r){&quot;use strict&quot;;var n={};n.plot=t(&quot;./convert&quot;),n.attributes=t(&quot;./attributes&quot;),n.markerSymbols=t(&quot;../../constants/gl3d_markers&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.colorbar=[{container:&quot;marker&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;},{container:&quot;line&quot;,min:&quot;cmin&quot;,max:&quot;cmax&quot;}],n.calc=t(&quot;./calc&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;scatter3d&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;,&quot;symbols&quot;,&quot;showLegend&quot;],n.meta={},e.exports=n},{&quot;../../constants/gl3d_markers&quot;:473,&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:643,&quot;./calc&quot;:644,&quot;./convert&quot;:646,&quot;./defaults&quot;:647}],649:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/attributes&quot;),i=t(&quot;../../components/colorbar/attributes&quot;),a=t(&quot;../../components/fx/hovertemplate_attributes&quot;),o=t(&quot;../mesh3d/attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u={x:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc+clearAxisTypes&quot;},u:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},v:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},w:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},starts:{x:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},y:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},z:{valType:&quot;data_array&quot;,editType:&quot;calc&quot;},editType:&quot;calc&quot;},maxdisplayed:{valType:&quot;integer&quot;,min:0,dflt:1e3,editType:&quot;calc&quot;},sizeref:{valType:&quot;number&quot;,editType:&quot;calc&quot;,min:0,dflt:1},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,editType:&quot;calc&quot;},hovertemplate:a({editType:&quot;calc&quot;},{keys:[&quot;tubex&quot;,&quot;tubey&quot;,&quot;tubez&quot;,&quot;tubeu&quot;,&quot;tubev&quot;,&quot;tubew&quot;,&quot;norm&quot;,&quot;divergence&quot;]})};l(u,n(&quot;&quot;,{colorAttr:&quot;u/v/w norm&quot;,showScaleDflt:!0,editTypeOverride:&quot;calc&quot;}),{colorbar:i});[&quot;opacity&quot;,&quot;lightposition&quot;,&quot;lighting&quot;].forEach(function(t){u[t]=o[t]}),u.hoverinfo=l({},s.hoverinfo,{editType:&quot;calc&quot;,flags:[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;,&quot;u&quot;,&quot;v&quot;,&quot;w&quot;,&quot;norm&quot;,&quot;divergence&quot;,&quot;text&quot;,&quot;name&quot;],dflt:&quot;x+y+z+norm+text+name&quot;}),u.transforms=void 0,e.exports=u},{&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plots/attributes&quot;:538,&quot;../mesh3d/attributes&quot;:608}],650:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){var r,i,a,o,s=e.u,l=e.v,u=e.w,c=e.x,f=e.y,h=e.z,d=Math.min(c.length,f.length,h.length,s.length,l.length,u.length),p=0;e.starts&amp;&amp;(i=e.starts.x||[],a=e.starts.y||[],o=e.starts.z||[],p=Math.min(i.length,a.length,o.length));var g=0,v=1/0;for(r=0;r&lt;d;r++){var m=s[r],y=l[r],b=u[r],x=Math.sqrt(m*m+y*y+b*b);g=Math.max(g,x),v=Math.min(v,x)}n(t,e,{vals:[v,g],containerStr:&quot;&quot;,cLetter:&quot;c&quot;});var _=-1/0,w=1/0,A=-1/0,M=1/0,T=-1/0,k=1/0;for(r=0;r&lt;d;r++){var E=c[r];_=Math.max(_,E),w=Math.min(w,E);var L=f[r];A=Math.max(A,L),M=Math.min(M,L);var S=h[r];T=Math.max(T,S),k=Math.min(k,S)}for(r=0;r&lt;p;r++){var C=i[r];_=Math.max(_,C),w=Math.min(w,C);var O=a[r];A=Math.max(A,O),M=Math.min(M,O);var R=o[r];T=Math.max(T,R),k=Math.min(k,R)}e._len=d,e._slen=p,e._normMax=g,e._xbnds=[w,_],e._ybnds=[M,A],e._zbnds=[k,T]}},{&quot;../../components/colorscale/calc&quot;:384}],651:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-streamtube3d&quot;),i=n.createTubeMesh,a=t(&quot;../../lib&quot;),o=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,s=t(&quot;../../plots/gl3d/zip3&quot;),l={xaxis:0,yaxis:1,zaxis:2};function u(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var c=u.prototype;function f(t){return a.distinctVals(t).vals}function h(t){var e=t.length;return e&gt;2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function d(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function p(t,e){var r=t.fullSceneLayout,i=t.dataScale,u=e._len,c={};function p(t,e){var n=r[e],o=i[l[e]];return a.simpleMap(t,function(t){return n.d2l(t)*o})}c.vectors=s(p(e.u,&quot;xaxis&quot;),p(e.v,&quot;yaxis&quot;),p(e.w,&quot;zaxis&quot;),u);var g=f(e.x.slice(0,u)),v=f(e.y.slice(0,u)),m=f(e.z.slice(0,u));if(g.length*v.length*m.length&gt;u)return{positions:[],cells:[]};var y=p(g,&quot;xaxis&quot;),b=p(v,&quot;yaxis&quot;),x=p(m,&quot;zaxis&quot;);if(c.meshgrid=[y,b,x],e.starts){var _=e._slen;c.startingPositions=s(p(e.starts.x.slice(0,_),&quot;xaxis&quot;),p(e.starts.y.slice(0,_),&quot;yaxis&quot;),p(e.starts.z.slice(0,_),&quot;zaxis&quot;))}else{for(var w=b[0],A=h(y),M=h(x),T=new Array(A.length*M.length),k=0,E=0;E&lt;A.length;E++)for(var L=0;L&lt;M.length;L++)T[k++]=[A[E],w,M[L]];c.startingPositions=T}c.colormap=o(e),c.tubeSize=e.sizeref,c.maxLength=e.maxdisplayed;var S=p(e._xbnds,&quot;xaxis&quot;),C=p(e._ybnds,&quot;yaxis&quot;),O=p(e._zbnds,&quot;zaxis&quot;),R=d(y),P=d(b),z=d(x),I=[[S[0]-R[0],C[0]-P[0],O[0]-z[0]],[S[1]+R[1],C[1]+P[1],O[1]+z[1]]],N=n(c,I);N.vertexIntensityBounds=[e.cmin/e._normMax,e.cmax/e._normMax];var D=e.lightposition;return N.lightPosition=[D.x,D.y,D.z],N.ambient=e.lighting.ambient,N.diffuse=e.lighting.diffuse,N.specular=e.lighting.specular,N.roughness=e.lighting.roughness,N.fresnel=e.lighting.fresnel,N.opacity=e.opacity,e._pad=N.tubeScale*e.sizeref*2,N}c.handlePick=function(t){var e=this.scene.fullSceneLayout,r=this.scene.dataScale;function n(t,n){var i=e[n],a=r[l[n]];return i.l2c(t)/a}if(t.object===this.mesh){var i=t.data.position,a=t.data.velocity;return t.traceCoordinate=[n(i[0],&quot;xaxis&quot;),n(i[1],&quot;yaxis&quot;),n(i[2],&quot;zaxis&quot;),n(a[0],&quot;xaxis&quot;),n(a[1],&quot;yaxis&quot;),n(a[2],&quot;zaxis&quot;),t.data.intensity*this.data._normMax,t.data.divergence],t.textLabel=this.data.hovertext||this.data.text,!0}},c.update=function(t){this.data=t;var e=p(this.scene,t);this.mesh.update(e)},c.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=p(t,e),a=i(r,n),o=new u(t,e.uid);return o.mesh=a,o.data=e,a._trace=o,t.glplot.add(a),o}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../plots/gl3d/zip3&quot;:581,&quot;gl-streamtube3d&quot;:160}],652:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../lib&quot;),i=t(&quot;../../components/colorscale/defaults&quot;),a=t(&quot;./attributes&quot;);e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(&quot;u&quot;),u=s(&quot;v&quot;),c=s(&quot;w&quot;),f=s(&quot;x&quot;),h=s(&quot;y&quot;),d=s(&quot;z&quot;);l&amp;&amp;l.length&amp;&amp;u&amp;&amp;u.length&amp;&amp;c&amp;&amp;c.length&amp;&amp;f&amp;&amp;f.length&amp;&amp;h&amp;&amp;h.length&amp;&amp;d&amp;&amp;d.length?(s(&quot;starts.x&quot;),s(&quot;starts.y&quot;),s(&quot;starts.z&quot;),s(&quot;maxdisplayed&quot;),s(&quot;sizeref&quot;),s(&quot;lighting.ambient&quot;),s(&quot;lighting.diffuse&quot;),s(&quot;lighting.specular&quot;),s(&quot;lighting.roughness&quot;),s(&quot;lighting.fresnel&quot;),s(&quot;lightposition.x&quot;),s(&quot;lightposition.y&quot;),s(&quot;lightposition.z&quot;),i(t,e,o,s,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),s(&quot;text&quot;),s(&quot;hovertext&quot;),s(&quot;hovertemplate&quot;),e._length=null):e.visible=!1}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;./attributes&quot;:649}],653:[function(t,e,r){&quot;use strict&quot;;e.exports={moduleType:&quot;trace&quot;,name:&quot;streamtube&quot;,basePlotModule:t(&quot;../../plots/gl3d&quot;),categories:[&quot;gl3d&quot;],attributes:t(&quot;./attributes&quot;),supplyDefaults:t(&quot;./defaults&quot;),colorbar:{min:&quot;cmin&quot;,max:&quot;cmax&quot;},calc:t(&quot;./calc&quot;),plot:t(&quot;./convert&quot;),eventData:function(t,e){return t.tubex=t.x,t.tubey=t.y,t.tubez=t.z,t.tubeu=e.traceCoordinate[3],t.tubev=e.traceCoordinate[4],t.tubew=e.traceCoordinate[5],t.norm=e.traceCoordinate[6],t.divergence=e.traceCoordinate[7],delete t.x,delete t.y,delete t.z,t},meta:{}}},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:649,&quot;./calc&quot;:650,&quot;./convert&quot;:651,&quot;./defaults&quot;:652}],654:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/color&quot;),i=t(&quot;../../components/colorscale/attributes&quot;),a=t(&quot;../../components/colorbar/attributes&quot;),o=t(&quot;../../components/fx/hovertemplate_attributes&quot;),s=t(&quot;../../plots/attributes&quot;),l=t(&quot;../../lib/extend&quot;).extendFlat,u=t(&quot;../../plot_api/edit_types&quot;).overrideAll;function c(t){return{show:{valType:&quot;boolean&quot;,dflt:!1},project:{x:{valType:&quot;boolean&quot;,dflt:!1},y:{valType:&quot;boolean&quot;,dflt:!1},z:{valType:&quot;boolean&quot;,dflt:!1}},color:{valType:&quot;color&quot;,dflt:n.defaultLine},usecolormap:{valType:&quot;boolean&quot;,dflt:!1},width:{valType:&quot;number&quot;,min:1,max:16,dflt:2},highlight:{valType:&quot;boolean&quot;,dflt:!0},highlightcolor:{valType:&quot;color&quot;,dflt:n.defaultLine},highlightwidth:{valType:&quot;number&quot;,min:1,max:16,dflt:2}}}var f=e.exports=u(l({z:{valType:&quot;data_array&quot;},x:{valType:&quot;data_array&quot;},y:{valType:&quot;data_array&quot;},text:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0},hovertext:{valType:&quot;string&quot;,dflt:&quot;&quot;,arrayOk:!0},hovertemplate:o(),connectgaps:{valType:&quot;boolean&quot;,dflt:!1,editType:&quot;calc&quot;},surfacecolor:{valType:&quot;data_array&quot;}},i(&quot;&quot;,{colorAttr:&quot;z or surfacecolor&quot;,showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:&quot;calc&quot;}),{colorbar:a,contours:{x:c(),y:c(),z:c()},hidesurface:{valType:&quot;boolean&quot;,dflt:!1},lightposition:{x:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:10},y:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:1e4},z:{valType:&quot;number&quot;,min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:&quot;number&quot;,min:0,max:1,dflt:.8},diffuse:{valType:&quot;number&quot;,min:0,max:1,dflt:.8},specular:{valType:&quot;number&quot;,min:0,max:2,dflt:.05},roughness:{valType:&quot;number&quot;,min:0,max:1,dflt:.5},fresnel:{valType:&quot;number&quot;,min:0,max:5,dflt:.2}},opacity:{valType:&quot;number&quot;,min:0,max:1,dflt:1},_deprecated:{zauto:l({},i.zauto,{}),zmin:l({},i.zmin,{}),zmax:l({},i.zmax,{})},hoverinfo:l({},s.hoverinfo)}),&quot;calc&quot;,&quot;nested&quot;);f.x.editType=f.y.editType=f.z.editType=&quot;calc+clearAxisTypes&quot;,f.transforms=void 0},{&quot;../../components/color&quot;:376,&quot;../../components/colorbar/attributes&quot;:377,&quot;../../components/colorscale/attributes&quot;:383,&quot;../../components/fx/hovertemplate_attributes&quot;:414,&quot;../../lib/extend&quot;:488,&quot;../../plot_api/edit_types&quot;:524,&quot;../../plots/attributes&quot;:538}],655:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../components/colorscale/calc&quot;);e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:&quot;&quot;,cLetter:&quot;c&quot;}):n(t,e,{vals:e.z,containerStr:&quot;&quot;,cLetter:&quot;c&quot;})}},{&quot;../../components/colorscale/calc&quot;:384}],656:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;gl-surface3d&quot;),i=t(&quot;ndarray&quot;),a=t(&quot;ndarray-homography&quot;),o=t(&quot;ndarray-fill&quot;),s=t(&quot;../../lib&quot;).isArrayOrTypedArray,l=t(&quot;../../lib/gl_format_color&quot;).parseColorScale,u=t(&quot;../../lib/str2rgbarray&quot;),c=t(&quot;../heatmap/interp2d&quot;),f=t(&quot;../heatmap/find_empties&quot;);function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],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._interpolatedZ=!1}var d=h.prototype;d.getXat=function(t,e,r,n){var i=s(this.data.x)?s(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},d.getYat=function(t,e,r,n){var i=s(this.data.y)?s(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},d.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&amp;&amp;this.data.connectgaps&amp;&amp;this.data._interpolatedZ&amp;&amp;(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},d.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&lt;3;a++){var o=t.dataCoordinate[a];null!=o&amp;&amp;(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&amp;&amp;s[i]&amp;&amp;void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||&quot;&quot;,t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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g(t,e){if(t&lt;e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function v(t){for(var e=[],r=0;r&lt;p.length;r++){var n=p[r];e.push(g(t,n))}return e}function m(t){for(var e=v(t),r=t,n=0;n&lt;p.length;n++)if(e[n]&gt;0){r=p[n];break}return r}function y(t,e){if(!(t&lt;1||e&lt;1)){for(var r=v(t),n=v(e),i=1,a=0;a&lt;p.length;a++)i*=Math.pow(p[a],Math.max(r[a],n[a]));return i}}d.calcXnums=function(t){var e,r=[];for(e=1;e&lt;t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&amp;&amp;null!=n&amp;&amp;null!=i?Math.abs(i-n):0}var a=0;for(e=1;e&lt;t;e++)a+=r[e-1];for(e=1;e&lt;t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},d.calcYnums=function(t){var e,r=[];for(e=1;e&lt;t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&amp;&amp;null!=n&amp;&amp;null!=i?Math.abs(i-n):0}var a=0;for(e=1;e&lt;t;e++)a+=r[e-1];for(e=1;e&lt;t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var b=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],x=b[9],_=b[13];d.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r&lt;t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r&lt;x;)r*=2;for(;r&gt;_;)r--,r/=m(r),++r&lt;x&amp;&amp;(r=_);var n=Math.round(r/t);return n&gt;1?n:1},d.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],o=t[0].shape[1],s=0|Math.floor(t[0].shape[0]*e+1),l=0|Math.floor(t[0].shape[1]*r+1),u=1+n+1,c=1+o+1,f=i(new Float32Array(u*c),[u,c]),h=0;h&lt;t.length;++h){this.surface.padField(f,t[h]);var d=i(new Float32Array(s*l),[s,l]);a(d,f,[e,0,0,0,r,0,0,0,1]),t[h]=d}},d.setContourLevels=function(){for(var t=[[],[],[]],e=!1,r=0;r&lt;3;++r)this.showContour[r]&amp;&amp;(e=!0,t[r]=this.scene.contourLevels[r]);e&amp;&amp;this.surface.update({levels:t})},d.update=function(t){var e,r,n,a,s=this.scene,h=s.fullSceneLayout,d=this.surface,p=t.opacity,g=l(t,p),v=s.dataScale,m=t.z[0].length,y=t._ylength,b=s.contourLevels;this.data=t;var x=[];for(e=0;e&lt;3;e++)for(x[e]=[],r=0;r&lt;m;r++)x[e][r]=[];for(r=0;r&lt;m;r++)for(n=0;n&lt;y;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=f(x[2]),c(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r&lt;m;r++)for(t._interpolatedZ[r]=[],n=0;n&lt;y;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=v[e];for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null!=(a=x[e][r][n])&amp;&amp;(this.minValues[e]&gt;a&amp;&amp;(this.minValues[e]=a),this.maxValues[e]&lt;a&amp;&amp;(this.maxValues[e]=a));for(e=0;e&lt;3;e++)t._objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e&lt;3;e++)for(r=0;r&lt;m;r++)for(n=0;n&lt;y;n++)null!=(a=x[e][r][n])&amp;&amp;(x[e][r][n]-=t._objectOffset[e]);var w=[i(new Float32Array(m*y),[m,y]),i(new Float32Array(m*y),[m,y]),i(new Float32Array(m*y),[m,y])];o(w[0],function(t,e){return x[0][t][e]}),o(w[1],function(t,e){return x[1][t][e]}),o(w[2],function(t,e){return x[2][t][e]}),x=[];var A={colormap:g,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],opacity:t.opacity};if(A.intensityBounds=[t.cmin,t.cmax],t.surfacecolor){var M=i(new Float32Array(m*y),[m,y]);o(M,function(e,r){return t.surfacecolor[r][e]}),w.push(M)}else A.intensityBounds[0]*=v[2],A.intensityBounds[1]*=v[2];(_&lt;w[0].shape[0]||_&lt;w[0].shape[1])&amp;&amp;(this.refineData=!1),!0===this.refineData&amp;&amp;(this.dataScaleX=this.estimateScale(w[0].shape[0],0),this.dataScaleY=this.estimateScale(w[0].shape[1],1),1===this.dataScaleX&amp;&amp;1===this.dataScaleY||this.refineCoords(w)),t.surfacecolor&amp;&amp;(A.intensity=w.pop());var T=[!0,!0,!0],k=[&quot;x&quot;,&quot;y&quot;,&quot;z&quot;];for(e=0;e&lt;3;++e){var E=t.contours[k[e]];T[e]=E.highlight,A.showContour[e]=E.show||E.highlight,A.showContour[e]&amp;&amp;(A.contourProject[e]=[E.project.x,E.project.y,E.project.z],E.show?(this.showContour[e]=!0,A.levels[e]=b[e],d.highlightColor[e]=A.contourColor[e]=u(E.color),E.usecolormap?d.highlightTint[e]=A.contourTint[e]=0:d.highlightTint[e]=A.contourTint[e]=1,A.contourWidth[e]=E.width):this.showContour[e]=!1,E.highlight&amp;&amp;(A.dynamicColor[e]=u(E.highlightcolor),A.dynamicWidth[e]=E.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&amp;&amp;e[1]===r[1]&amp;&amp;e[2]===r[2]&amp;&amp;e[3]===r[3]})(g)&amp;&amp;(A.vertexColor=!0),A.objectOffset=[t._objectOffset[0],t._objectOffset[1],t._objectOffset[2]],A.coords=w,d.update(A),d.visible=t.visible,d.enableDynamic=T,d.enableHighlight=T,d.snapToData=!0,&quot;lighting&quot;in t&amp;&amp;(d.ambientLight=t.lighting.ambient,d.diffuseLight=t.lighting.diffuse,d.specularLight=t.lighting.specular,d.roughness=t.lighting.roughness,d.fresnel=t.lighting.fresnel),&quot;lightposition&quot;in t&amp;&amp;(d.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z]),p&amp;&amp;p&lt;1&amp;&amp;(d.supportsTransparency=!0)},d.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}},{&quot;../../lib&quot;:495,&quot;../../lib/gl_format_color&quot;:493,&quot;../../lib/str2rgbarray&quot;:517,&quot;../heatmap/find_empties&quot;:606,&quot;../heatmap/interp2d&quot;:607,&quot;gl-surface3d&quot;:163,ndarray:286,&quot;ndarray-fill&quot;:276,&quot;ndarray-homography&quot;:278}],657:[function(t,e,r){&quot;use strict&quot;;var n=t(&quot;../../registry&quot;),i=t(&quot;../../lib&quot;),a=t(&quot;../../components/colorscale/defaults&quot;),o=t(&quot;./attributes&quot;);function s(t,e,r){e in t&amp;&amp;!(r in t)&amp;&amp;(t[r]=t[e])}e.exports=function(t,e,r,l){var u,c;function f(r,n){return i.coerce(t,e,o,r,n)}var 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m=&quot;contours.&quot;+v[u],y=f(m+&quot;.show&quot;),b=f(m+&quot;.highlight&quot;);if(y||b)for(c=0;c&lt;3;++c)f(m+&quot;.project.&quot;+v[c]);y&amp;&amp;(f(m+&quot;.color&quot;),f(m+&quot;.width&quot;),f(m+&quot;.usecolormap&quot;)),b&amp;&amp;(f(m+&quot;.highlightcolor&quot;),f(m+&quot;.highlightwidth&quot;))}g||(s(t,&quot;zmin&quot;,&quot;cmin&quot;),s(t,&quot;zmax&quot;,&quot;cmax&quot;),s(t,&quot;zauto&quot;,&quot;cauto&quot;)),a(t,e,l,f,{prefix:&quot;&quot;,cLetter:&quot;c&quot;}),e._length=null}}},{&quot;../../components/colorscale/defaults&quot;:386,&quot;../../lib&quot;:495,&quot;../../registry&quot;:592,&quot;./attributes&quot;:654}],658:[function(t,e,r){&quot;use strict&quot;;var n={};n.attributes=t(&quot;./attributes&quot;),n.supplyDefaults=t(&quot;./defaults&quot;),n.colorbar={min:&quot;cmin&quot;,max:&quot;cmax&quot;},n.calc=t(&quot;./calc&quot;),n.plot=t(&quot;./convert&quot;),n.moduleType=&quot;trace&quot;,n.name=&quot;surface&quot;,n.basePlotModule=t(&quot;../../plots/gl3d&quot;),n.categories=[&quot;gl3d&quot;,&quot;2dMap&quot;,&quot;noOpacity&quot;],n.meta={},e.exports=n},{&quot;../../plots/gl3d&quot;:570,&quot;./attributes&quot;:654,&quot;./calc&quot;:655,&quot;./convert&quot;:656,&quot;./defaults&quot;:657}]},{},[5])(5)});&lt;/script&gt;\n",
       "        &lt;script&gt;\n",
       "        function decodeBase64(encoded, dtype) {\n",
       "\n",
       "    let getter = {\n",
       "        &quot;float32&quot;: &quot;getFloat32&quot;,\n",
       "        &quot;int32&quot;: &quot;getInt32&quot;\n",
       "    }[dtype];\n",
       "\n",
       "    let arrayType = {\n",
       "        &quot;float32&quot;: Float32Array,\n",
       "        &quot;int32&quot;: Int32Array\n",
       "    }[dtype];\n",
       "\n",
       "    let raw = atob(encoded);\n",
       "    let buffer = new ArrayBuffer(raw.length);\n",
       "    let asIntArray = new Uint8Array(buffer);\n",
       "    for (let i = 0; i !== raw.length; i++) {\n",
       "        asIntArray[i] = raw.charCodeAt(i);\n",
       "    }\n",
       "\n",
       "    let view = new DataView(buffer);\n",
       "    let decoded = new arrayType(\n",
       "        raw.length / arrayType.BYTES_PER_ELEMENT);\n",
       "    for (let i = 0, off = 0; i !== decoded.length;\n",
       "        i++, off += arrayType.BYTES_PER_ELEMENT) {\n",
       "        decoded[i] = view[getter](off, true);\n",
       "    }\n",
       "    return decoded;\n",
       "}\n",
       "\n",
       "function getAxisConfig() {\n",
       "    let axisConfig = {\n",
       "        showgrid: false,\n",
       "        showline: false,\n",
       "        ticks: &#x27;&#x27;,\n",
       "        title: &#x27;&#x27;,\n",
       "        showticklabels: false,\n",
       "            zeroline: false,\n",
       "        showspikes: false,\n",
       "        spikesides: false\n",
       "    };\n",
       "\n",
       "    return axisConfig;\n",
       "}\n",
       "\n",
       "function getLighting() {\n",
       "    return {};\n",
       "    // i.e. use plotly defaults:\n",
       "    // {\n",
       "    //     &quot;ambient&quot;: 0.8,\n",
       "    //     &quot;diffuse&quot;: .8,\n",
       "    //     &quot;fresnel&quot;: .2,\n",
       "    //     &quot;specular&quot;: .05,\n",
       "    //     &quot;roughness&quot;: .5,\n",
       "    //     &quot;facenormalsepsilon&quot;: 1e-6,\n",
       "    //     &quot;vertexnormalsepsilon&quot;: 1e-12\n",
       "    // };\n",
       "\n",
       "}\n",
       "\n",
       "function getConfig() {\n",
       "    let config = {\n",
       "        modeBarButtonsToRemove: [&quot;hoverClosest3d&quot;],\n",
       "        displayLogo: false\n",
       "    };\n",
       "\n",
       "    return config;\n",
       "}\n",
       "\n",
       "function getCamera(plotDivId, viewSelectId) {\n",
       "    let view = $(&quot;#&quot; + viewSelectId).val();\n",
       "    if (view === &quot;custom&quot;) {\n",
       "        try {\n",
       "            return $(&quot;#&quot; + plotDivId)[0].layout.scene.camera;\n",
       "        } catch (e) {\n",
       "            return {};\n",
       "        }\n",
       "    }\n",
       "    let cameras = {\n",
       "        &quot;left&quot;: {eye: {x: -1.7, y: 0, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;right&quot;: {eye: {x: 1.7, y: 0, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;top&quot;: {eye: {x: 0, y: 0, z: 1.7},\n",
       "                up: {x: 0, y: 1, z: 0},\n",
       "                center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;bottom&quot;: {eye: {x: 0, y: 0, z: -1.7},\n",
       "                    up: {x: 0, y: 1, z: 0},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;front&quot;: {eye: {x: 0, y: 1.7, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "        &quot;back&quot;: {eye: {x: 0, y: -1.7, z: 0},\n",
       "                    up: {x: 0, y: 0, z: 1},\n",
       "                    center: {x: 0, y: 0, z: 0}},\n",
       "    };\n",
       "\n",
       "    return cameras[view];\n",
       "\n",
       "}\n",
       "\n",
       "function getLayout(plotDivId, viewSelectId, blackBg) {\n",
       "\n",
       "    let camera = getCamera(plotDivId, viewSelectId);\n",
       "    let axisConfig = getAxisConfig();\n",
       "\n",
       "    let height = Math.min($(window).outerHeight() * .9,\n",
       "                            $(window).width() * 2 / 3);\n",
       "    let width = height * 3 / 2;\n",
       "\n",
       "    let layout = {\n",
       "        showlegend: false,\n",
       "        height: height, width: width,\n",
       "        margin: {l:0, r:0, b:0, t:0, pad:0},\n",
       "        hovermode: false,\n",
       "        paper_bgcolor: blackBg ? &#x27;#000&#x27;: &#x27;#fff&#x27;,\n",
       "        axis_bgcolor: &#x27;#333&#x27;,\n",
       "        scene: {\n",
       "            camera: camera,\n",
       "            xaxis: axisConfig,\n",
       "            yaxis: axisConfig,\n",
       "            zaxis: axisConfig\n",
       "        }\n",
       "    };\n",
       "\n",
       "    return layout;\n",
       "\n",
       "}\n",
       "\n",
       "function updateLayout(plotDivId, viewSelectId, blackBg) {\n",
       "    let layout = getLayout(\n",
       "        plotDivId, viewSelectId, blackBg);\n",
       "    Plotly.relayout(plotDivId, layout);\n",
       "}\n",
       "\n",
       "function textColor(black_bg){\n",
       "    if (black_bg){\n",
       "        return &quot;white&quot;;\n",
       "    }\n",
       "    return &quot;black&quot;;\n",
       "}\n",
       "\n",
       "function addColorbar(colorscale, cmin, cmax, divId, layout, config,\n",
       "                     fontsize=25, height=.5, color=&quot;black&quot;) {\n",
       "    // hack to get a colorbar\n",
       "    let dummy = {\n",
       "        &quot;opacity&quot;: 0,\n",
       "        &quot;colorbar&quot;: {&quot;tickfont&quot;: {&quot;size&quot;: fontsize, &quot;color&quot;: color},\n",
       "                     &quot;len&quot;: height},\n",
       "        &quot;type&quot;: &quot;mesh3d&quot;,\n",
       "        &quot;colorscale&quot;: colorscale,\n",
       "        &quot;x&quot;: [1, 0, 0],\n",
       "        &quot;y&quot;: [0, 1, 0],\n",
       "        &quot;z&quot;: [0, 0, 1],\n",
       "        &quot;i&quot;: [0],\n",
       "        &quot;j&quot;: [1],\n",
       "        &quot;k&quot;: [2],\n",
       "        &quot;intensity&quot;: [0.],\n",
       "        &quot;cmin&quot;: cmin,\n",
       "        &quot;cmax&quot;: cmax,\n",
       "    };\n",
       "\n",
       "    Plotly.plot(divId, [dummy], layout, config);\n",
       "\n",
       "}\n",
       "\n",
       "\n",
       "function decodeHemisphere(surfaceInfo, surface, hemisphere){\n",
       "\n",
       "    let info = surfaceInfo[surface + &quot;_&quot; + hemisphere];\n",
       "\n",
       "    for (let attribute of [&quot;x&quot;, &quot;y&quot;, &quot;z&quot;]) {\n",
       "        if (!(attribute in info)) {\n",
       "            info[attribute] = decodeBase64(\n",
       "                info[&quot;_&quot; + attribute], &quot;float32&quot;);\n",
       "        }\n",
       "    }\n",
       "\n",
       "    for (let attribute of [&quot;i&quot;, &quot;j&quot;, &quot;k&quot;]) {\n",
       "        if (!(attribute in info)) {\n",
       "            info[attribute] = decodeBase64(\n",
       "                info[&quot;_&quot; + attribute], &quot;int32&quot;);\n",
       "        }\n",
       "    }\n",
       "\n",
       "}\n",
       "\n",
       "        &lt;/script&gt;\n",
       "        \n",
       "    &lt;script&gt;\n",
       "        var connectomeInfo = {&quot;connectome&quot;: {&quot;markers_only&quot;: true, &quot;_marker_x&quot;: &quot;e3+Ewc7u5MF7H+XBx8oJwqA1EcJAQxjCBFwJwhJ5BcJ2iQ/C2fMtwpbaM8KvvD3CGhQ/wrztQ8Kd9D/C4Qc+woY3N8JSdk7Cv4NVwir7YcJwjl7Cr39owkZuW8KCwUXCRCtVwgN9VsIC2WjCvHB5wl6se8KDW3TC/ah1wox3RsJI02PChnBowv0ceMIfQX/CMx52wrZYg8JVxIPCA9hNwuLoW8JdSVbC7l1lwg6mfsI7o4LCrGKHwhPrhsJ5+TnCcfhYwnTjX8I742rCunp4wtLugcL0XYfCOf+Lwu8aJsIBCFbCUC1gwtSzgMKlj43C&quot;, &quot;_marker_y&quot;: &quot;Ug14QjDKVEJsOzVCy6USQhvR3EFlSZNBDacSQV9qlr54rmdCgUpBQmMdJULZtARCEdDDQW6QbEGRpq5A2EGQwHDJVUI9MxhCsyztQaKpqEHSoEBBqyDrP+t788CYlUZCyPIoQqiFCkJX/dBB61CKQQjbBEEDTsu/9uMwwdHEOEIZ7RRC6IvnQRrwqEElz0xBs2GEQCTZvsDy43bB4hUbQvcq8kGZrbBBICZyQdKD60BOzrq/zj4mwfO4nMHWG/NBQxC4QUORcUGkQf1AEzKPP+Dg3sBJPYDBHNLUwecLsEEf63tBux74QHHY58AlQa/B&quot;, &quot;_marker_z&quot;: 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&quot;, 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&quot;, 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MGQpDodUJVLWNCaH1jQirGVELD5E5CCFVBQuaqL0LDGxVCAhEEQlzlGUJyEClCz68kQpYnKUKeHhlCeuovQmiO3sHrsLHBKxS2wR6bVMFgBW/BtTSUwZ3UlMFluaPBEaoYwZVYecEMa0vBDbpywZZ3k8EKEqLBSnXFwXVmqMEzhoHAflvFwHA9/MA2S0rBXoUlwX5VUMEdzY3BlShtwcqLFcGIcl7B9g6Nwd9Xi8H11pLBoiSYwWWghsEAHHjBhnuTQGDBK0Cq2QxA6nawPwWnCb86jkI/htoLvfWzGUACs7VBYAigQboHykGL8/NBcxbZQbLT30EtW9VBQBrnQQeENULekB5C5WMrQpDAMUI3LyBCIt0ZQtzVB0J/dRlCKOgJQjPEFkI+zxxCVC4lQnLuGkKOewZCxr0OQkC3JUJs9TJC7TUcQqv9D0LLlQxCal8KQhlBCEJ+MglCVVo6QnqvS0JSZDJCiAEFQqiTJkLVPBxCnmgQQj5sDELzR/RBEPLvQQWLvUFmQqNB5gunQcNIi0E9nH1C3mmGQowthUJWMXlC1ieDQrZWekKDWmBCc9dqQjgeiEKjYmpCygdwQuRcQELyeVFC/r9BQkswRELhmTZC6BEgQhZ5K0IK9hdCsJQeQjgvIEKaXiZCINpbQhvXSELltF5CWgl7QrsKaEIOf2VCVXtSQrg4Z0L3aZdC/naaQsVnkkJZzpdCcjiNQuQBi0LKyYBC6cOJQj4+iEJoxpJCWD59QryphkI65XdCu8x1Qs9uCkJYCwlCUjc1QkufKUJ1QERCRdhQQqMVWkJVG1BCKBROQo5uXUIFrYBCeuZ6Qo6PcUKFB3BC8CmBQsPOfUKC9YdCEgV3QuKWfUIG/2hCRRNYQsgsDsEw84zA1XaawLbd1UANbqBAMQkrQXaVZkEqf4ZBzM+SQbU6YUFSVp9BJtHxQUaPxkGFBdtB9W3RQZ5C70H7AwNC+DoHQoDNN0Jx7iVC8KUzQpJ3NUK9oUZCIAJZwUiVesFLTYzBH9JKwcFNHcGd307BgJ58wVuBmsFG+qXAbdn/wOYXKcFLVMHBX8m+wSKI2sFIEtTBYDfZwROL78GF3dfBnYAuwR13XMFIplHBk4Q9wRMFgEFrQilByn9yQUj3tEF+KoFBYzR1QV52CEEGFzhB19KFQYAchEHQKFdBOk5jPg1+4UAiwwhAuBxvQIWQ5z/ljVdAaSgdv9bdXsG9MevAnNQewas/YMDApGVAvi8ZQAa9VEC63u5Ayyj/QBDHJkAmNli/nrvXv24kjEFAw1JBpqp1QWkmHUHLNBBBgtCKQLU8KcAVtGS++o+LwGgOYEDyWQdBehC3QNazwkDeej1AhXxRQAwxPUKqizZC07kuQj4b/UEApAZC5ljyQQV21kHaW9lBLcNpQbmfjUGcRYNBnk2EQdrQqUGGcJRBbLacQeJ4d0GWu2RBRK0/QaopbECmB+pAWmqaQDhYdkBCtjJBILX5QAUVQ0FWFDZBthkTQfJ49kAH2YtAci//QHKStkFxSKJByoqQQQB1DUFR9CNBvXbyQEuJ9kCu25tA7kwcQEzcOEAKaihA4nJtP4NmmL4EWjrADiEzv427W0KtzFZCOspMQkqOKkLJuCRCdvIOQg0M9UEysPpBZ6UrQnbZJ0JjvT9CAhwLQs2xFEIV2OxBHtO9QWg/tUGvQYtBk2WsQfIqkUELmmlBErlHQdw/AkGyIY9B3DwzQQ+igUHQfKFBZqtwQZsHgkFQoThBql+KQR9QFkJb7QVCbl0VQiwXs0EdpslB4lR6QftodEGNjChBhhHFQATgHkGUmjZB67bYQEvPq0DaQwBA80CwQKdJM0LaBydCU0ImQgf7J0KGEB9CjtYqQlgDMELwLDdCJVQ+QlaQOUL+PitCKaAEQtPBD0IfAARCOrsGQvLQ+UGg3/5ButncQWlUsUE01ZVBMkSWQcAph0E1AphAi0tIQAjU3EDtimtBSl8kQd2ISkGIbzRBPQRgQd3N/EHGvedBum/yQSZQy0EwnMJBkWamQZdIgkFL24FBNkkjQVMVhkFE3ppBbhSBQSsvU0GCiMBAMH5AQWDgrsH+oHbBTgu7wYSuqMH8CafBRYCLweQ9nMHMf5bBKeuCwX5BmcEjr13BCxylweoimsG2vb7BspPKwdq21sFL2uLBJcDOwdv+pMHOJcHBMGnQwQ98BMKyiuPBWhPPwI7BM8GZKDTBRcaqwU3LpMF2O7zBwBTCwfYG1sFBV5XB8/J7wdDRtsFuWBvCivshwua5FcK4XA3Cxo0fwmaFK8J9izjCotwiwiNCLMLqJBfC9bsQwgchCcIw/Io/w4cuwCYyEsDSIAfB7D7LwLq/3sCW5Q3B8kcEwS0qUcHEj0vB9tqJwZAT2sG2AL7Bgs6gwTi1bcEKApLByC+WwbJrw8ETePXB4UfLwSIB0cFNhL/BcA3bwbEMCkEJMq5AvonvQLjTlj9N78RAc+PVPnKKzL9jV6DATTJAwX4uZcHUwjjBpbbCwK5wGME7ayTBuvVVwdb5NcE1UwnBen8RwTanosFgG3/BUumywYPqwsHeldvBSSUnv4p7v8Bbd53AxvC9wF9/DcFunwbBnZoiwXvU88ADn2M/EEBLQFrrDT6dj+DAU5KbwIbHAsHeAvrAulkuwZaiT8EkNz3B6kVSwcKLn8GuQITB5tKbwZsKe8G2gVVCi8BbQiLwa0JNjWBCLVpNQnvwQkIDmztCSspDQobXT0KNq1dCjSBRQou+T0J5HElCCcuIQrUOk0LmVo5CGM51QklgSEKw119ChpJ6QlrtjkFwq59BqWTBQTAf9UHGIBRC0NldQQLQC0H6cF9BkouJQeYs50GGmNhB3iCuQaaHoEErRzlBGK0eQbs+i0Aq2tQ/XFwFwCYXU0ELOVBBXfkgQUeHL0E+kh1C6zwKQpQDEUKOyAtCzkwMQqvwHEJWpRxCj3gqQkDmM0KjlVJCLDtCQm5XTELaWEJCO0YyQjNDcEKNTWVC02xvQvAfaEKo8yNCRgYpQhWiKULMGSxCTegiQq7zg8HwvIPBLJU+wdZyL8Fik1bBSvmFwABZCsEt7ejAQq88wQ4Be8HFmsnANhcFwdv3EcFWcTjBC8NfwdgL6MAtq4DBkFQywf4ePsEj0kDBzl8hQC631T+9bmtAWlE8QIg01T8+lfZBAy33QQ2wDEL7EgJCWzgCQgKYVEJa0TxCQ2ZTQk5lSUL3bj1CcSIqQgKeQUJ5syxCpSEZQvx/GEImMxNCov4YQsjNHUKS/yNCDv0LQkNiFEJ8MQFCvWDtQVYW3EFrNs5Bwi/KQUVQ10E4PHJCVVF2QnoZbkLKdGxC9vFiQnbPfUJyjWxCxn9iQpoNRkKMpS5Cc40iQpnUIkJxER1CyHp2QipFcELHYIBCRUqFQhaahkKzoXtCVjiFQu1QikLisppCIJSbQlCHl0L1ZZNC3SOEQpMIEkIYKR9CvIQqQtU1P0KO53ZCHct3QqbsiEL1Ao1CXkSKQoIrjULUFY5C7smAQoiu8sD2WqnASItLwH2hP0B9vQRBuGT5QXZIzkHV3wFC2P4MQkUeCkLjMRFC4vwdQgQANEI+5EdCSSiOwZZwdcEWQHvBU0hvwbYPbcESsP7AsiBCwX1COcHj/lDBs5ZxwXXlhcGT2yvBxIgHwbOKvkFtLKRBNi/PQbyMvkGiCqNBdUDyQANc/UCDB2JAvtvpPtWNhcCSxbvApW37wM4DVsFrzXJAG9diQHZ7AEEJoDNBfpPCQNPObEFz3VVBir1bQZRJQUFv4R9BhY34QLoeHkHPRBxBBiMJQUaRGULt+xxC8yAMQuVg9EEFyd5BqISQQTr0ZkHAvXZBdf1uQbrEQEGcvCVBvj4DQeAMpECdu5hBAsZoQW4CiEGdP3FBPtVYQRjVn0G6zolB0GtxQVM/L0EteOFAmuOEQAsKukCmcZ1A8k+wQINAS0JEPENCGZw6Qo/IMkKgOS1Chqg4QqxKQUJ/ySJC9/gMQuZp70EzZ8xBE3bVQWrQt0HaXcJBViSXQZjOqUHeAqNBSdu5QfpyAUIbUQBCk0zUQZ6Rv0Eh7Z9BVRN3QVSZjUHguHdBGlxqQfveOkI4hypCyBM0Qji0MUI70zZCgqgoQr3OIUI3wxhCZosIQhaa8kHWN9xBsxDNQR+IykEgPk5BGqkuQQryb0Gp8IlBAXeaQe728kG2y/BBI03qQdMI4kH+HtJB3Bu1QS5VyUGzrbtBbja6QZ84lMHTb9XBu1GwwWd0y8HNjqPBGCtKwWGQO8GZpErBRqyRwVuop8EmwrDBW7mfwVqClMEmEYzBmpTTv61yGcF1lfvA3fxqwehJqcGmC9rBQJ3tweAlD8I4GyzCwpMmwqaVPcL3XzLCEFo3wii9HsLKCgG/l5M1wIr5icAwDO3A7h4wwc2wocHk16HBIlGmwerr0MF7DfbBwk/twXd/AsIB9gvCruISwtrqFkFtf99A53GIQA4GhD8ih4vAXmFPwQv1IcHkag/B6fkEwXC+BcG4yBrBe2BtwfJIm8GiTrrBCNwuQMnKL8D4t4q+wrYkwDeUhMAAf9HAeq8YwCaIDcGAszHB9oNMwWvgbsEWi2fBEhMlwU7tBsHg3ChC2lkxQm6CQkLVLUdChO1HQiw/REIvIDlC111JQmDvUEI46FxCer1iQkiIb0KS02VC6rtlQhrtRUI8DilCSnQyQsdlI0LnpBVCfPQRQry0GEIQBZNCQNOIQnsqj0Kr04xCKqSKQnq+X0L1mntC73WHQrZFgkIbi3pCwuyFQkz/jkKWi4lCNouWQmb9jkJC0oxC5vyDQgp5eELz2XFCDGqDQk4OWkLV40tCXn1HQlNDUUJoLEtCyrRWQubpZEIOVndCWh+AQjySkECGNMpAQWIpQRYqh0FLo7tBXg7LQb4b7EHYofpBIm8XQiM7NkJIWlBCep9mP0C5ScAo3X2+qNvAvzC5AsB+yZ9AggggP8OdW8DumAi/mFM9QGgwzkF0lLdBAGe6QeJiokGgLoRBUwWoQV2zeEHOoThBMnoHQZGtgUDoYJNBjteDQWbGiUFPV5RB+KJ6QaY3F0GtGE1BznJwQbjKPUFa3/5Aa3GRQKv1zkHyrqtBvjKiQQ7wjEGahZhB0gZrQWPrkkER+JZBPbOXQZj4mEFiRvhBNrPZQeae6EEDYNFB1Eu+Qd377EFhXsdBjhuyQZDGqEFFxplB3teRQTqxEkKoHxZCQwoRQoJvIEK5ZDVCskEnQtI0PUKY9UBCiPonQqfVDkL9oRJCciIEQr/XE0LqNxdCNZokQr65PEIOlTVCMDIeQuLvAkLaNNZB4qazQQ2AZkI2fVdCg1NfQj2PUUKAj0FC5e9WQvqFRkLQrDdCymwwQgWHHkILatZBBW/dQW1h60E2xvlByI0AQop0IULOagxCxVj9QaKi+kHJKQBCjGAGQh3Wn8FGXZHBNyCNwcpHmsFYOmrBevZrwdMcgsGl/GbBi5lqwUqCYcEQmDfBnMVDwatwRMEbj3LBAc6RwU4lqMEt1H7BVFypwVinv8FGt9nBkNfrwYPr6cE6nfi/zTXTwOKd0MAi5yzBhntlwXiSJcFQJ0fB6o6bwa57pcEdGq/BuuzXwenJGb8kDp7AZp0EwSsXcMF1WkTBLvqbwa5DaMGOxGnBGKt3wVvGhMHespvB7ubpQGQNq0A4I3xArnG4P8ja7L6WweG+RpkswMp2lcBpOZHA6nt6wAod08CLS1ZBUqQrQZa7eUE9TpBBxyqfQU1WzUEuebhBwDmyQSFgyEFVKc1BMIrUQYUpIEIi+Q9CVrIHQo7lI0IbuQ9C1g8BQgb8+UECO+5BFYzaQcMr50E67PdBwuD5QYZYHUJf6w9COtz9QRN06UE6YNRBgzDcQeCINEJGTUNCVZ05QsD6OEIM6ilCfO4SQt9WGEJ2Fh5CRIYTQqNPBUJjyPRB5opWQskwRELWrC5CHWcpQsF8MUKBWBtCEuwLQq7y+UHtWulBqhriQUqIz0HMUrRB+KC/QcojqUHg04xBUHpaQWbtU0GCG4JCSk5sQprTfUIjbnJCPVtqQsc2hUKAintCSuNgQt0bVEK2UUZCkKs1QoX0bELaxFdC0sVYQrPGXEJi7FRCSNhkQlv1VUKqiTtCY3UiQqrpFkJClhFCY8MPQrBPIkLWRRxCevcUQkKQIEKFASxCjb5AQpv5OEI4Yj5CwL46Qs7yQEJKoWZCllVVQi5YPkIrZkVCev9RQgBQYELyx5dC8A+TQtdmhkLOa41CPFKHQvCod0LoFWxC5btwQogFcEKSxXlCwoWEQhqzg0KyqZJCMOOIQvIke0LWS3RCltl6QkSvC0JiaQpC5c8WQnW8E0LqfB5CjgQrQqTmPkJqs0pCKwFcQpbKTkKNHFJCC61dQrq+bUKbBW9CHaxtQq5pW0ItHGVCKsdiQkPOYkIDll9C6+NcQiXwh0L2GHRCJX9cQugpVEJCdElC9mU+Qp3Q0MBHMhPACkoswIZYXD9Qu5NAn8Arv7Eah0AoZRFBxZFZQX38kEFYbKhBq38DQUo4KkFjjmNBMrGrQWJom0G2TJdBwHC8QZ5fw0Fd6c1BrmEAQvyoC0LtfhRCVkEXQnMcHUKjhB5CiqcoQv5bNkIKRu7ACm0gwTMIQ8GTqJXBE7SuwQsUS8Gr42zBwxGKwRbUcsGQRKjBionawapdAcF4umnBW5BowSpyisG8upTBX+eKwW5iwsF27tvB5p6uwXJmucFAL/XBOzLiwZsMl8FP8p7B+J+UwZ3CYsHkPxfBCkPWQCuIaUAawMW+Phx+QY1M70AIrLy/PpymPRWUPkAKWq1AdpOiQWlqlEGTO35BA9cmQb/mH0GWeiNBnU6qQDm9q0DWMeBAxoblQFG7yEAKdo1Aa7V3wOIvc7+mnAZAUngBvs2IasDLdmzAPeKbwK3oxsCD01vAHaxnv8UjBkBurZ9Abq+8QBFcR0Br6/E+gOlTwJtz18DjmE5BsgMEQa4teEA4pEpBq16lQBfItb62yXbAZlrcwOYYHcHgbBDBZonewDNGg8AYR6NA9OgWQJr0+b5SG78+5Q+Rv3OeOEL48iJCmfARQtMLGULRXg9CKrr/QZOV30HQAbtBxsqlQaVDnUFx8rRBWOHNQaGIrkFybMBB/bzMQe2fvEHWlZ9B/iCQQRDhbEH8sTVBqm0HQSoXGUHg2B5BVFifQDUBez9IhU3Ap+GvwIZhRUDb7a6+YKyNQOZuLUCqfG9AA8AlQcNpm0BTdjZADjoMQFVHAEB6R0xA8fiuQRoohkEj6FxBTs1gQbO4WUENLlhBIDs1QRZDAEGu51xAa5UeQG5JiL7FWBvAzhTcPwOkOL9SLm7ApI6IwKGqoMAmeFdCYXRDQvCMLULOZkBCCgApQrYiFkLG4/ZBXZTNQfjbp0FuPRxC9/omQgM0LEIuSzZCqA8jQlAeC0IQgNpB7gukQV0WgUHa0WNB/RNiQbXYPkFiTo5BlkAmQdCT4kDCiphAtmaJQO2s/L50Vx5ByrXMQDoozkAGlrtAZ6ARQQ/GgEErM/ZAFKU8QYXJHEE6OQhBchOEQDDt50F9a+JBjU3WQazIBUI7Wd1BlFm0QQeqhUFWPxdBRFasQJ03KkAYrBTAep5MwNrgBkEJbCRAfXPmvwbgJ7/q8S6/ptsrQtRjIUKadR1C3A8fQqa9GkJDhCdCcjUxQnk7I0LH2RBCnUtJQubSOkIGripClgwdQoJTHEJ9fyBCnroXQkrsDUKOBQdCol4DQkZC60EQCLBB5m/CQaJbpUHrFoVBCvM+QfCtV0FXaAVBeFlCwCW9gb+4NgRARpyBQMP7CUGTq+pA7LDAQN7v8EA66xFBIxsqQbUI1kH7iMNB/B2qQUAq3EErobZBFmGQQUsXcUGNhFJBtFYtQX315EB6Vc1AJTj3QKHwjEGHpkRBBk3hQFCVbEDdBcxApewxwdv1UMG7NI3B7RO6wT55nMHcB5PBNiKiwfOyrcHs08LBeqaQwfqwnsHaonnBnmiAwT+vk8Er8pXB+rexwTFtusFzQOHBojQIwiIVGMLfURrCT5HDwTKS8cGW0RHCjMEHwqvf/8FdPPvB0KPfweHuI8Gak1nBtr98wTSNgMElaJbBgJeMwRVTmcGFxsjB/s7jwSLOIsEWwYjBugvPwcWiAMIe3wDC5pr3wek5DMIWi/rBS6r2wbJxF8L/vyjC7jwbwq+4PMIOOCDCtpQCwt2Q7MEKXe3BzZTMwdrNe8DmZdDAqm0awe7hoMA6nO7A1ZQ2wVaUM8E9S1LB5waCwaSXC8GDbjvBoER2wQ5AuMF4tKvBRppJwUpyNcHrvWnBUpunwd8jrsHFQ7LBa43UwQAm3sHtDM/BoAjPwd4I1MEqHMjBSwTkwTJfm0Dil0pAYvZJQFNp3EDdZM5AQs2sQMapQj8aLm7Aw0DhwCFSGsFarDjBA4wHwRnsQcFYOE/BIgD0wLeKJsG41QLBLhrlwALS28BicvrApekewd6wPcEbqEPBqhZgwdbplcFFWMHBCd25wXiPv8AXciHBLiWFwWrzCMFQ7GDBAr+PwfDqfMGOxzHBeNocwRJp6T8wOGc+uxyBv4A0+79wn8W9tdQ9wFiwnsDqqvjALfk0wdYRZMHeOHPBCj6HwYLVjMGotqrBtk7HwSrD1cEp7rrBMAd4Qj/SgEKbuIRCHfJuQv3IaULrdHxCu5VuQomph0JFwoRCuNCHQrB3wUFw49hB1ZjXQVJOrUE+rKtByGS1QQP9pEEGpNdAIfGtQFuf4kDO0QtB2N/PQKjtPUKbGjZCn3Q/Qg4EOkJmhzxCCyxvQniWXkJCc2VCA8B9QgAOeUKNpDZC4/AzQmH6NkK/MMzAyljYwAZOq8DYX8PAnujswOZ36sCGFt3ALfv+wLAr98C7MFrAzDyQwA76OcCku7lAVMejQM+0skD2vhVCNvIbQnZ4IEKF/mlCqq5mQqqOXUJNbE1C0xRTQtWASkJw0UJCwxZQQjJJFULOXglCJ2AOQgQ4CUJ+roZCUlV8QuMYg0Id/l1ClY9VQg3mTkJoOUFCMWmRQrojkEKnXZFC262VQjIll0JEoY9C8EGJQqpSQkKrklFCCuGLQiiejkIEW5FCVViQQkqoQj/6kcc/z7QrQMijREIv4jRCAKY/QlIpPkJlgEpCwyLmwKhAJ8HgDuvAcicAP+7jAMDfDhK/MOoYwB0mv0E6gbdBqC+4QfAe8L9FtDTAFbSfwHBJ6cCQ4YFB7pJ3QXdegkFmyPxAb5UcQUWdCEHOWRVBYjv7QFXt5UEuzOJBNYXVQXNjk0FOj4pBTLqEQfpUYUGy7tZBmAK+QRaN0EFCxGZBE0ZFQW57R0E4RTBBEHJdQRXWJ0LtfydC3hAgQsro+EFSqgFC7mbrQYry3EF2JgFCa0HuQTDC/EH9uZdBKimWQbf1hkHzpnhBmm98QfteWEKz/U9CJqdUQuMVCEJ+7AJCnfgBQsDP+kFrqblBRmeyQcMMw0Fd/ORB7XjhQfjb3kErqdlBS3zmQbMV08Gg39HBYAnIwYndOcH1ZFXB3rJLwabnaMEqBUrBsuf1wFhcysBdSgjBZp8HwsvjFsLIYhvCr50nwryVF8JerT7AeauTwIqkk8A1oNLBbQ3NwXYT4sFiiPXBPR7xwZ2QIUAgAUs/ijEvvVHOpcHSmpnBOYilwVtJpsE+47bB7avyQP7jmUCmVLtA6qojwVY3OsEj4R7Bhz8IwfZJBMHJC0BC2JBIQkM9TUJWbj9CHMw6QqqQPEINbz5Cy3U+Qnq2UUItYE1C7d1EQq+aQkKMuzdCD/c6QgiVNELLV15CjZFlQhO8WkI2Q0pC1i9UQuAlU0LuHV5CakCDQkFgiELHFIpCqtRaQtJsYULmd1xC5j9hQjJWPkID2j1CqxR/QrAkdEIAAX1CM8h7QkCDYUE1qYFBPciGQeIrFUKl4A9CmlcdQmttJUKnmClCGysBQaGdpUAjSt1Ab0xLQcR6MUGSWEBB1k4vQfio9kELrtxBmv3rQTDlaUH/X4RBKv1IQX4dG0Gd1XtBeIGGQaZ6fkGWQ/K+ktlWQBWbBD/mLss/EdcCwId8oUEHnp5Bs9eNQXOcXUGOMkRByllfQcpdY0FwoQ1CXYYDQh/8CEI4uPlBHVbpQSDB6kFj2dtB5lzuQR4oDkJITw5Cvs4RQiJtH0KpNSdCigwaQl6fFUKDdjNCLQcsQl9DNUK+JyVCXxMmQsF5HUJi3xBCZhASQghXdUJmLW1CbuZrQrZOSUKH7UpCNrs+QsoWNUIjcRpCoPUXQuECIEIMfSdCzNIpQpRWK0KNIS1C2i8wQr6B08FY+8jBwW+5wW2HhsFwnHzBgo2fwRVXpcEK46XBbfz4wGM3MMF/sgzBzpaFwWKKi8HdQJTBPg6mwXflmcF1nJ/Axqy/wEjr08ADxlnBgEVFwSjtS8HbtlfBGoVWwfkZFcG6pVDB01ZVwUOahcHHSZfB/QiLwdsEhsHODIDBuJCeQBsAeUDu205A+C/CP0YBdj+md7w/JcvhP5uNMEBGDMdBbp3BQcMS1kGe2PRBcrPqQbb26kGjHORBmqvuQa6KPULduy5Cg8Q2QjU6KkL2CSVCzoIgQn4uGULi5x1CK08ZQnpxHUJSCBRC6sMZQsGcEkK2+xRCzpYLQqAJH0K9SiRCez4YQrG0EkJPzAxC5QEOQtCPCUJyuA5CAhArQm8pNkKKDidCMhICQmbwEUJqvg1CFtEUQryaCEJMGgNCFWH4QYdsykHe07FBete9QVOxsEGNdHVCOGaCQh1yeUKyBnJCM/98QguwdUITq3JCyCNwQmBBh0JQyX5CchN/QpKXN0J2yz9Chlw5QpigO0J13DRC5RExQv7YLUIZiBdCEkscQnbKHULFZCJCPQ9iQpgTXULGpGRC4N93Qto/b0LyMW1C3e5lQsBAbUK2RY9CzNSUQm7NjEKlMZZCM1aSQh68j0K7SYpCs5eOQmIKjkJqAZNCvZNyQrBFd0J6BXNCjTZ2QmPACELwiglCRupDQkT1PELoZk1CjipWQi2sXUJQpVhCg8BVQvKcYEK1EH9CsJZ3QpIYeUK9rHdCloCBQlxdhUIeX4ZCto9uQm2ZcEIKrWdCmENhQhIZJMElN9bATU71wOmnKUGiaQ1BrclGQZZzW0HXaoFBGOazQb3elUFN67hBoBD0QQb540FWUepB4/vjQRsC9kF2t/5BT88CQsvSP0LbqTZCBo0+Qs1RO0KpxEZCq5N7wa27gcEKGo3BY+RNwTMTQ8HyRV7B+3R8wUgiicE3sMXA3ZkAwVDxCcHDGsbBVYzYwd542MGNSs3BbYzdwUoC48HFFc/BnnwxwdPURMHlcEHBzoZAwQWnjUHIfndBk56LQcr9pEHRt5pBQuWKQRqPWUEVp2ZBg11rQaZ7cEHKhklBrhLvv2h/fD9wF+C+0izZP7+rK79fFQQ/BpwHwCizfsGuKkrBhcllwSfrOsHgdSVAGpBUQDGVGUBgUXpASryhQDMizT/TM1+96ndBvox0hEH+TIRB7bR5QSfWB0F6jeBA/rasQGrv/T8qgmlAeBzhP48orUDaiPNAMH3rQHX5yUCZpJ1AtoSZQAbxM0JXtzhCHfEwQlp18EE23/tBUyDvQa0j5UFW1uJBJYZ0QU23Y0EmB2FB3v1sQRK8i0EyhHxBJoGHQQs0ZkGCo1dBWmNKQb0RLUDFPYBA8plDQGNZeUBS101B0jFEQcLZYEH2Vi5BPT8eQd2QGEGLg/JAaskbQZ7RrEESmaJBYiibQbDx4ECyWgNB8wvOQFA9wUBKLKdAc9SDQKMQk0Dq9SxA9pegP5Zlpj8lHg2/LQmoPz03WELdGlNCEC1PQk1MIEK27BpC0l4RQr76BELl7gdCPo85QjNONkKgqERC+zT6QRC/AkJGa+ZBENbPQSiVykE7EbNBY4TFQVoTg0EoyW5BpvRXQekCNUFmaJpBNbOKQXkOlUHN7qpByvmVQcjem0GhsIZB0VCfQf7/HEKDChhCmL8XQp6oj0Hu2ZNBsGlnQctcSUEQ90VBF+YrQRVCUEHa9iZBkl31QB4t60CGE65AEH7fQGorNEINsixCot0sQjyVLUK/ByhCq78uQpY9MULVYTZC+3w2QqHgM0L6tC5CzY79QVqAA0I+nPxB0Jr/QVhc9UEmcfBBlkXoQS48sEHe+qJBEn2hQb1mlEEY+NFAJEG8QCJ89kA+GHhB+sxTQfp0Y0HwklhBIExuQQNo/kHrHvtBGO35QZ6fv0GMqrpBUmirQXvKlkEiyZhBN9aCQd8YnEHnUpJBdf6CQdCAdkFNWUlBvtd3QdIGwMH0w7XBCC3Jwc6oksE6K5XBR9eHwaLvi8Ebx4bBvQxlwYKAa8HQJVTBJva0wZajscG0P8LBijTPwfL6ycF2mtLBC7vCwSq6n8F4j6/Bcdi4wXjT28F64cHBfSOCwKZXD8GS4djAuzW7wZvutsHdlsPB1u/CwTUTz8EHQaPBqiyZwV72ssFhBR3CB0oXwul9GsIcdRrCb+YiwrK1LMJ6zC/CG98YwqRUHMK5qRLCs/UPwl2JC8IOpIo/z0mVvjZLZ7+GAg/Bm2v0wEZUAMHSwPbANjcFwebuc8Etrm3BkzWKwZ552cH3ncTB01m1wdU4lsHHVrDBAmCpwaKey8Ej9frB3VDiwRNF5sGIwtTBAGjrwc0MIUHd7gVBSY0UQdrq9r9qOTg/s1nPvz79C8BtfHzAlnUYwbNPJsEt2RnB8lXKwJ5/5sAj6v7APIM0wVLZDMHq2RjBEOMAwUmHsMHamKjBABu+wXNgyMF1y9PBGnPMveODNcDaMQrAwz7PwKrS6MB6kujAlYX5wEYR2sDaQVk+pCkMP6L81L6aFwbB80j0wBSODsG+XRjBABwiwc2uNMEgly3BedFAwQYCbcEqB17BvRp7wU7DW8HLYV5ColViQkbCa0KwondCYOJxQiubZkJ44lVCk/5aQmuORkID7EFCMsdHQm2tYEIIUFVCAqFbQoi2U0JoyF1CYAZTQiJKWULGf1ZCXRNSQohxTEIIWEZC3qSLQponkUIuo5BCk5V3QlYggEIAAG5C9QVlQl5uVkIFEmZCH6qIQiVhgEJlIIZCVzWDQo4xqUFega1BLXHFQYrEAUIl7+pBG6cIQuqhDkJjjA9CEHl+QRqsVUFiGYJBTkuoQTCykkHgtZ5BUgWNQW1P0UGaBctBHEO1QTMTkUHeNpVB3lSXQSbPjEEOnw1BQh73QDBStUBCHg9AcJssQOJWMD+zERK/RV05v0MrKUHgAi5BP0IKQbCZz0A4lQVBgMAJQZ5MNUHzjCNCfVQXQoqaHELjIh1CRSwUQqvMEkJ2SwtCJFwTQhgQIkJSpiJC6s8pQsw6NULJyDZC2jkwQooZKkLY+FhCjXBQQrj3UUIV/EZCtehFQm56QkIwCzpCThg9Qgo8ckJKMm5CkKt0QsKta0LL0nBC9p1kQussXULKgCdCXo0nQvaCKUIQXC1CpootQlYpKkJ+oydCCH0lQn4yWME+V1bBE/I0wZXN/8Ad2RLBTgIuwUD/TcH8BT/BXppKwMwIscCOtpvAquskweKjJcFDSELB6ilewRj6WcGO9dDAje/4wPZ7AMGtrinBvYwnwR56PsHghVHBqG9TwZPixcCwARzB+KL/wKT9A8G2jyDBFNIgwb3GQMG29R7BmbePQOg4ckC1g5FA6laGQDb5fUAdwE1ArsoHQCiVE0BwEgNCQBAIQmYHEEKrAhFCT3wLQno4CEKK8gBC3YYHQvDgX0ICmFRC68BgQrixVkIjg1RCUoVOQiirQkJuFkpCdcxDQnJnTEJNRThCdyQ4Qo5RLEKygiFCBhYjQo32HUJzuxhC0akeQndTM0JWUiZCrrcqQv2HIEI99i5Cp7gIQqqrBkJSxgJC8K3sQX7W70Fwy+RB2AflQQ0z2UHN+c9B8PDUQS0YAELNbuRB8EP0QW6k5EFd/nVCbZJvQho4cEKDBGdCzQpoQl22ZUJt4WhCy2BgQioudkLGVW9CmFppQi9dQ0IqMkxC0s07Qh7dOEJOEC9CIqMnQlvlKkI/oypCKF8lQnZUIUKKWBpC8Nx+QrBjekLVWIFC2zSNQsIwiEK4OYpCZYeGQvWOi0LK8n5CoHWCQgtFh0K0AptCU7iZQigTnEJ8P5xCAdaaQrgamUIvz5VCgkyCQt6AhkLzBoBCU1B8Ql5jG0LGHCRC5AUyQrNOK0Krni9CRngzQjHhN0JyvYBC3iuCQiT+h0LWkpFCMFiQQpirj0Ka0IpCOh2PQrY9j0IA0Y9C8CKGQmBghELkpIFC7TF8Ql7tucCUC7fAMiNjwJMJRkAre88/bgKIQN6mrUCdGdZAGwUKQoDE/kG2owpC6+8eQkFtFEKWRRVCBrULQlscEUKc0BJCQ74ZQjYnPUJSXzJCUqA8QjvQPkK12kZCq0OFwa6SjcFqcIfBgulQwVtZYMGSPHbBrjuGwcLng8GUILzAIqccwcDS7MD7KuXA/gQVwdVpKMF+3V/BLkc/wWDoScFAWR/B+aujwPaS6MAaOMjAwrPxwDjqykH+f8lBnt/IQbrWrUEJMrVBiwesQUCdrkFab6ZBQvfGQIsCrECC+TxAiJoxwNPCTL/+aRPAU1Tfv0IFicCPkL7AY1THwAarQsHm3j3Bc3pqwTotgMHSTq9AKBSqQObQ+UAtvE5BdnRGQcDwMUHeKQ1BfcMJQQKUXEFYimRBiNpRQS+/L0F46zdBcmAvQQHdMUEXISZBM6gdQfsLJUGFIiNBkekiQTM+IEGeAxhBb7IVQREvEEKmwxNCvEEKQsZu3kEINPNBolniQegv6EHjGthB1TWXQf7bgkGV9ItBJhlbQfiIaEErOVRBFglZQY1cOEGmIiRB+GUdQUy8A0FWANZAJPu5QD5whkABNqRBBWqOQYzxmkF3sJFBQuOHQUgLgEETh2RBzk93QeJ4lEE9gYxB6zJ/QQt/KEHu5jlByGIeQcyQDUG+oQRBkOfTQFCL90BFAPFAlnLRQGM0wkAwtJpApjzXQH8KRULGCUJCO707QrfSKEL2IS9CG8osQt5UMELuEytCcJsoQlqgLkJ0zB1CcjAIQs7vD0LkAAVCasMCQiIj9UEA9eJBGi/nQUyAvUHozcNBTVG2QcIOqkEWw89Bg5i5QVaExUHKA8FBcVmvQbZUr0FVnK1BFyC6QWBz5EHTzehBUFLQQVoRokH3/7dBooqrQVtDtkH7zaJB5h6TQRoDkkF2wHNBWFp5QQNlckE4VXRBy65uQW8wQEKm/TZCUog8QgGkP0JCRTlC2f04Qvy3MkJ0TTpCChkkQv6OH0IwpRtChv4CQn3yC0Kx2QJC1kAAQv4380Eg4ONBPpveQdtd5UHGE9dBK6zZQQ3nzEHQjm9BpsVeQaPQf0HWqaJBPjWSQR7Ym0EfRpNBfoilQWA270Hgg+5BLavrQbbg4UEdZORByhvgQb673EGD7ddBe5TPQWgB1EE68MxBcBTHQRohxEHndLVB7/TLQS5sj8GGvKLBj5Ocwa0zzsHDEczBWb3MwR62usGKj7TBto1GwY2PPMGazj/B6eSFwQx+iMGms4/BfpSawfl9m8GF8KPBJuWZwRORicGkfZHBivyKwVoQkMFND4bBg0O7v1LBkcDwCmzAZunzwHYlD8HiMEPBhjSPwUCzgsGQy+3B7Yz2wep+BcI7yizCXhQownhLLsJizCfCTHQowps2K8LuHCrCuZo4whjaOcLzjzfCKCwuwoxgKMK6gBq/xwUEwGL6F8B2utLAo5DHwKZo+8CZkBXBT8MbwSLUnMHajpzBI3WiwR6U2MEaicbBBq7gwWCF5sH9lvTB/YX9waUkAMLruw/CungNwn2mE8LfFQ/C/rEZwm5EB0FtqOBAo/anQB+1lr8Rmbk+7o10v35skL8we3LAaz5MwR41LcEd5zPB/ZJwwbFBMcEY1yvB85IDwaVMMsGykDbBpRZrwUQJpcEr5ZfBoGakwVV4pMFISLnBpl1yQK6gpj/ktQhAfeDivpJqT7+EAhfAAIB8wHDeP8CbMvPATcz1wEjeGsHdV1fBKotLwWrSWMG1RT3BxWlowWaSesF7W1rB6wnzwOssFsFNKwLB49EQwfsY88DGxi5C1PI2Qm10PUJKqU1C5ThMQtIQSkLpgkdCZCtGQqOsWUIOHVRCcZtIQgzANEJ6YDRCKQI4Qq+SP0KzzEBC5vJKQpBSRUJo2ElCXcxQQtPUU0Imu19CehNXQhOCdULTK3BCJhxtQo5+Q0Kq8EtCZbM9Qr1CN0IQKzBCiG86QoHlN0IaTDVCe0wlQpOFJkJWGx9CvPUbQputGEKtdBJCg4kXQkJQJkLXCRxCv9sjQqCAIELoyI1Ce/aQQtJxi0KSZoBCIrSIQmWnh0Ih1YtCuQmGQtIuTkJeH1VCE91TQjsSbULjbW1C44N7QmnghEJkEIRChTuFQjpsgkJ94nVCGBV+QuL2eUIQIHVCx2yDQjTVhkIiKYVCN+iSQgYXkULpy5ZCswKXQo1ck0Iy1oxCG4iRQjB4h0JOmm5CHdF9QuJNdkLW5X5CfRVxQu1vcUKm3mxCJrJ2QgMqd0IDioRC80WOQuDnVkJzJUxCOzBCQrXmQ0LQDkZCBt5KQi8iSkJFhlFCj6NIQlpHU0KzEGhCfYVcQt4FYkJYJl1CMgBoQmYBb0K16nBCk+Z8QhPZekKo0X9C64yCQrrd2UAbM/JAo0MbQRsDmEEcWoJB4CqdQU85oEFtf7dB+468QZs7tEG6Ls9BjVQMQr1R+kFtkwVC1cb2QepVCkKyqQlCfVsXQqZ3OEImCTNCXZE/Qn5rREJdN0pC1+M0QIeJPT9uMsY/QNFpPwoYoL62Cp2+ylzfvyUiTb44fw5BZPnKQA6h0EAm8ptAcBV6QJbWuz/wg9K/QFiYvv7RAMDbF6E/Vbj6QDyalkArV8FAXlyCQNPc0UE7u8dB4lLKQUlas0Hg37FBJtyhQUbTkUF1jpFBG2q9QeYtw0H2x61B2hV4QRrDgkGak2NB0h9aQZPzQkFs4CBBj4ksQQqMpEA7eshAjat7QCZFJ0ADv41B9LaKQU8ziEGyy5FB/gCVQbY0k0GUK5FBGZyBQStFy0DIgBVB8xH4QBUkI0EGtTxBJQRNQYPIZEFdC1hBZgdeQVBIOEFNgIhAHcrXQEqyskA4i9VAKCRfQIY8yUHwwblB09izQaC+oEGSb5lBJjWYQeR4kkGXQ5tB85E6QZg3V0Gg6D1BRdZiQWDgdEHWOYxBAvuZQZ3alUHicJZBEj2QQd6TgEG5NIxBplONQSFXl0EwN/9Bk93wQfBL+EE1QORB/bHgQaNG1kEigclB5ozNQQMrBEK9owBCs+H3QRhS10HwLtpBF8/IQWJQu0HF5blB0NKrQVMGukFocLdBsmWtQXAHpUEPipBBmRGhQR01DkKMBA9CewEMQghFGkJTOhlCV/QjQspNKkLqwC9CJ/wkQmpLIEJF3ilCyoA3Qsh5O0KPhT1CPyNBQiWuOkJ9KjVC00EtQjBbDUL0sxNCle8IQs5yBELqIRZCuCEUQlj7GEIRMSdCrK4eQqBLIkKtiRxCy8QoQp2zQ0Kb+z5CzRFAQqvALUJxpjhC3qQvQkgsK0I6CyFCWgwRQgsOEkLgBvBB5cTuQWq12UHKk8NBgpbJQR4ca0LeC2NCZetnQkDkWkKDblpCCghSQtrFSEIqy0lCGhNjQkYpX0I7iVpCeG9HQtIISkIlWUJCweI+QuLtOkJoeTNC+IY3QuLXJEKT7iZC6qkbQrpyE0LGsudBG3rgQVqz7UF0IAdCii3+QbCsAEKmCf5BoTgCQqgXLELFPihCxPcqQh5HHEKI4hhCFroOQo/OA0LyRgRCuxv7QZysBkJPjhpCfd8LQqNBDUJWCgJCIcEPQpoapMGyJZfBZiahwUrErcEaXZzB35agwQghjcEXyIDBxRRcwdHKgMGgg1XBnk9gwV0OiMEG3nTB0zp7wU1XYMEWH17BMsxzwahbksH+84XBXYJ3wa+CR8EWwE/B8tZMwULUWsHdz2PB/KGIwRNBisGfspbBBkuewew2osFfByHBBAQ9wQqyVcEu2qfBLkWhwWZnr8E6fLPB2iS7wS7FzMEx8cXBcz3LwR3M2cFui97B/SPtwYWO2sFrHNO/Em+NwPOCYsAmNgbB9bkKwRpaKcHxWEbBPutCwYaGFsF2hBjBGf0kwbzxPsHWyS/BQiVhwXJef8GJIo7BFfChwTy0lcGI7prBzxukwes6uMF1u8TB8qvLwSUgHMBo547AejLewGXci8H6rXDBDlyGwQi9aMF1R2/BlwOIwfOumMFDD5rBNCyUwaLWgsF2WojBdgRkwbwHjMEuA4TB07yMwbPsicFGbH7B5o6TwcI2nMGOhJbBla6xQHMHrkAtK4JAWAj5P4j8+j9oh6k/BlRbP3NkhTxsLgNAm8kjPwtUZD9Ckua/zfjmvyfmPsCQa2rAdVGDwD4sn8DbAHnAZgMEvzIu47+YZj3Aw6CywODtkcAT9nVB6CRmQRq3g0HLUqlBP6OZQR6to0Fde5dBRzapQdNX90Gj/OFByMThQWtXzUF7rcVB2rS+QfV6s0FEUrxB2ky9QeytxkHuStpBUiTTQQqL1EH2otBBxcvZQQZoNkJdiylCZKEpQpbNGUKhfhdC+swSQoxqC0KDkA9CVPg6QmFpMEI6nS1Cv1EVQkh0GEIGaA5ChbUIQiZ2A0J1a/pBdxgDQg1NBUKdVv5BC372QdNo5UEANexBvbLdQQXV8kHmMQpCqS8CQtBo/0FjuPZBE1EAQqlDL0KhYCBCB4InQk6lHELRFR5CoAMRQpdpBEK/wwNC1lH6QfpVAEJt+ARCaAzuQRBB7EGbINNBQln0Qa6JL0JfljZCtxsxQuuZLUJe7jdC2uovQjZZMUKBUChCFy4RQpY3EkKUCA9CzKYOQk61EEJ2dRVCUIUbQoYNGELTKRlC4osTQsZ4BUJKWQhC+YkEQhhyAEI+GgBC7vdhQh5mXkJAdlpCRCZFQvbUS0JpkUNChM85Qv5wOkI/tBBChn8eQo1TG0LY2ClC7T8vQlrBKkLMkCdCdIkeQu90EkJ6yhVCrg0HQsX1BEK74/lBprbwQZtE7kE2y+ZBZlztQbuY5UFaQ+JBFe7UQSj8w0GUjMVBb/C+QSZgx0Eu3bZBBAWYQbRbpUETDphBumKcQUIxi0EWInRBAlJ9QUZMjkH9o3VBzuN2QaqBVEHpJoNCaFWBQvOohEKkPYRCjiB/QlbSeEJL321CGuh0QhsLe0JojIFCv6uCQooLfkIymoFC8OJ1QhoebUJj62ZCcJBaQvN5X0ILsFdCE/5RQoVdSkKo3D5CPvNBQjtyh0LFZn1C2Nh6Qt1DXkJAml1CrvNVQttgVUJi01NChe9iQvu6ZELQf11CXUJSQtA4VkKtHlpC9ndbQv2hX0LzxGNCgwFZQmFKN0Li6z5CwBUzQoKsL0K/siZChN4bQl2yH0LWRRxCPl4XQmyqFEJX8w9CFX8TQiraHUKC9SBC3HwdQgi7H0Jg5h9CtZsfQpVwFkKIQBtC0OoZQqNfIkIW8CdCjBwqQpevLEKq1C9C8GNCQhatQEKKvkFC5PJKQqpYP0IODENCwg0/QkoqSEK6pnVCTURsQvNvcEJgWV1ChRxfQiZPU0IjxkZCsRpFQmrSP0IzoEZC+BxWQk0bUUKQVFdCsldYQlOWXkI9q5FCwKmUQu4GmEJGn5dClhaYQr97k0KhGY1C6JONQqodiUJdPopCHVmMQnxPh0I6sIhCuF2DQp1WgUKobntCvntxQqo3dkIPP4FC29Z4Qjt5ekJtuXFClRF5QnM/dEJIlX1CytSMQmhih0LzuolCJhGFQuwwiUIrTpRCimOVQkt6kUJVNoNC6CGJQtkGhELuqoJCPYt8QlLndULK2XZCuHJ8Qktud0K+GH9COEaBQhKqAELqBQtCCecLQj8zCUKGeQxCeTAQQkEhEkJ5kRdCW3YRQkCHGUJcby5CMIEiQpeQKEIDJyRClXwvQlpANkIwDj1Cs1dRQv0iTULaTk5CDnxSQq3DVEKSdlBC8glTQnvBTUKrIlNCsKVPQuIfVkKG3lZCg65dQnKhgUILMXRC/Rp9Qoa+c0LeB3VCcsF0Qj7kcEI2oG9Cs8BjQhNlaUISRHVCpmVpQgUacEKaOGpC8/5tQk1xY0LbpnBCdnt+Qh1Nb0JWVG1CoFpeQg5YakLOzo1Ce++LQhpHikLGR3NCgFh9QoCicUL+dGdCPnRkQr18WUKWV15CLZdPQiK6T0Lu30dCQhZDQp4G28B2Tp3AaLGqwEfZKsAN9gLAsEe3PP+eJkAl9fQ/rPETwFq6I8CSzFG+Qg76QLYUm0BauuJAXlPaQA3pFkEqfjVBhk49QbN0gEG1QYJBrpmOQWtanUGYAZpBWScVQbKHy0AejiRBIPFrQUi7Q0ENtFNBBGJCQVukb0GDy89BQIa5QWcNu0F8lb5B1uOvQZPGqkESRpdBcr+nQQgrq0HuuLZBhZTfQYbp1UHoot9Brr3IQZZ/6UFgbuxBBXf4Qc8fCULwBgZCpr8LQi9lEEKa+hFCOM8aQkJvFEIvPB1C8U8nQma8IEIAEyRCe4oeQoI0JEJfwCNCirwpQnOYPEIEfDZCPaQ8Qor2OkJrREJCheEAwXLaGMF1OCzBD4qOwTpGicHSx5zBXvKpwVX+osG2YUrBGF1SwaK7L8GglTHBxSU5wcqXTcGHZoHB7ppdwZt9cMHylFrBWqOiwZCzj8GD6LXB4qXJwf0V0MFolXjAZta7wCbftMAOd0jBhoM5wUCrZsHCPmfBYPJ9wXBOdsEdxWTBsgyTwavAwMFiBKPBnkGgwSfvjMHesp7BO5GfwcOOxcEdr7bB6C7XwY5NusEiEsXBA5OtwbaFqsGJ4bTBiELyweq59MGlUPTBHszvwa6C6cETn2HBhJeNwRLNbsHg8WXB5XeAwc42gcEir5vB+DGCwTq2gcE6J3LBVOkSwQ3OJ8HqkgXBEKf8wCvXQEGlzApBSk8mQbCUGkFFF+lAMJrIQDME+j+mR5VAQN+uQaK6lEF9qJxB6kM2Qe5SPEH4d+JAi24cQIfPEkAogXS/ju4WQM1iGEHqt6hA9RDYQCBpkkAaZt1A8pWvQTuIrEGxfqFBJZxtQeZJiEE+c3hBITiLQV58XEFtx+JAfJEXQYJoCUGMuMNATUgVQa3N7EBqBBlBoMDZQEo740C8NZhAkCuOQJ9vmUDNbqhAQqfBQFNqxkAKHOpAMOu5QMsDJEAme5dA57OAQN2EsEAs9UJAsyTswPQNnMCmLtTA2PmowMD+gMBWnALAhkdTP8eYmr3DbYY/xv0+v1o7vsAzDUfAr6i0wDfNs8A0XEbA4sGQwDrB/r9aaGtA/sqMP6mlIkA+u9g+5r1qQK0jukDfTYBATWbNQCttzUATwuVAOQayQEGMlkBLWVpAW4HuP5lGDkCSayvAap0AwB2Zd8CG2aHAhZquwE7jgUH1am9BYLBsQaJoLkGOgiRBmrD/QGJMwECYS75AcW1KQXpPUEFAeTpB0VmfQB1I4UDr3VlArTYGQIh5fT3OWQrA8Onsv2xbicAEvanA2KHZwFIwBcHl8APBA0Qewdqs6cAurT/A65W6wOQ5ksDQdbrAOl8ewLIDBEG2LdFAKGvjQHwDh0CyCIlAkWA0QOhUbz+Xpq4/T4M2vujYzz89yKs/otdxP6coHb+VSyPAL9sBwAcxRUJr70FCd4tBQiChKUI72itC6LchQpUfGkJYnBlC5XcTQt1GG0KLbRJCI33/QS0XCkIqnQJCXhAHQsL6+UEFfu9BM0/pQUdxyEHzbclBHo67QT2zrkEnSa5BbUaPQbzjnkFr/4hBCluiQRaKoUF66LNB9UDDQTPhv0FSIYhBna6UQXvIo0ELpK9ByVG3QZDJvEGWIcdB51TAQbxXxkFj3rZBDW6QQUIyn0Gl1ZBBInyWQVNMjEF9LoRBlmODQQ+MSkFw7VZBastBQU6zIEEF1C9B/M4GQVDUIUGOjQdBxar8QINTDkHg6xNBQCYDQUbG20CovDVAhseiQCVNwj99i88+Qzzfv59ak8C1T6ZAyVWKQE5e0EAqDOBAWi+eQJhBh0BiiFlApUiKQFtEUEG6pEVBivo2QUPK0EDwEdJAaoGiQPgPbUA2ioJAEjYpQLAqc0CA6ZBAyzFIQCURW0AqgRFAStB8QCjE00G3xsdBiO6+QT36jUGdvpJBJd+AQXumbEHQVWhBpmlxQe39d0FrwVZBPq8dQbUSPEEVH0tB/ZZiQYiNWEGo401BJig6QVNrtEAK8gFBM4TMQPXPz0D+fJtAEDxWQK0/Z0B8pKQ/AjSrP8dvBL4CV5W/SBJev0MWV0CAgC9AZ/glQN6H876pspQ9fOCUv+kaE8DK2S3AvmB+wGo0SMCQg2PAbjGHwKpdjcA44qXAnhWJwIOrZ0Lej2FC1kFfQiUeT0J25U1CDhFDQo+6N0INxTZCOPc+QrqlQkKj/TxCX38ZQlt2JkKBUBxCEhwfQhqkEkLBlghCLn0GQt254EGad99BM7XLQaH/uUEwVrhBR1oXQqZzGUKYKhtCOGEvQkALJ0LJNi1CgD4rQoj6L0LKPjNC5rA9QhAdLkLNCwlCXHAZQoo4EEKpEhhCFggHQsah/EHTUuxBtaWlQfKWrUGzIJZBH7SQQQ59gEHDc2pBmvl2QYNBiEG6GHVB4ilyQVVQZkGWj1dBLlHBQd9xr0G1H59BFFY1QY7lREFM4xBBGhT6QL0R20Bcka9AowrYQOMd9EA4QMhAMni2QIYQYED6mERBhtv9QIXGJ0EKlRtBKqvMQHW/r0ADMt9AiDuzQJArkUEfp4lB6OuNQX5AQEF+UTlBEQgTQSKmG0F8ZiNBpoAjQaRsGUFmTzpBgi4jQVGsEEGvQcFA+3LkQLwYA0JznfNBKrD6QUH3CEJaufhB4Dn6QfM94kG1jvBBe+r2QXr6BUJ+J/1ByJmvQUDZ00EYabxB617EQbxFrUFWPZ5BIIeXQWIHO0FKQVNBx7EXQZOX3UD4r9RA8hWKQI/GvkDYuYtAZtvfP1AvlD4KXVDAzVjZunDWcUEDl0BBVpU1QUrfgkDrlppAhYU9QBYlqj49WEI/Yjx6v3QpJD+j7hhAytl0PzIfRz9AY1a/5+guPwaQNEKlqjJCHdMtQhUTIkKShSNCWvYeQkHiHUJqcBxCp2gnQkvuI0LY5yFCi5IgQnmfHEJbNh5C21UeQpI8JkKwfTBCzDMvQlPDMUJIYC1C+vooQqZ9GkK27R1C+sZTQnYnUEJ/3klCEAsxQp6INkJzySxCJh8yQialJkLOxRZC5kgfQohzFUJTPBBCxgIXQumKFUJpdhtCcs0VQmLRG0I1ahBCcmQEQs7TCUIeEglCy8EKQvzwCUJa3QVCO24HQqiD5UGzPPtBFXvdQbVBzkHNnb9BRhLHQTpSz0GpXLdBYkqKQSy7mUE1rolB3BSWQXjdcEFG5kxB44hdQaGBgEGe7XZBap9kQSY8Q0EgMMW+2x/UvxPTiT7Yw4RAS4ciQE4iYkAwzUBAazqSQPOnPkFO/xxBZTktQbcXH0FeFAtBDqsIQW3R4kDFMQNBbeLYQLvOD0GItT5BvRIjQQhgMEFuTR9BwFI6QcB86EGjxNtBCw7mQRCE30G2PNhBTf3LQRKFt0Fkpr5BTXbqQTqq6kEN7N5BKMWvQRJsvUF9x6lBcwOjQQgclkERqYJBBuqIQR5EaUFSmGhBvcNSQYoXQkG9zjNB6n8PQZRLFUHtryxBnt/3QGg/C0FADO1ADSEbQRbFtEEkE6FBP1yhQT2UUkHK72VB5u44QTqDHkEO2QdBmqGXQHpdv0Dtps1AxS2lQJtz20Dr9OdAgAoLQfmVP8Fg7yfB1IhGwWaMgMEDBV3BHVVtwQh7csF1DYPBPoTWweD908EHhMzBU0CZwUJgosEeMprBuzeYwe2fksEpJZnBa0qWwS6ho8EuRqTBGyGowUest8G6EKzBa/yCwSpakMEic4TBRkV+wZVsncECgYXBQdeJwSjYccEKrmXB8E5dwXb8gsEFw6bBJIuZwWeVpsHg6ZfB9p2vwXHurMGJXLXB9h/PwZV8w8H2A8PBfuy7wdLLysEOlPfBgxTewTMY5sGCaQLCvNQHwi08GsJeDArCUj6uwYvCvMGYwrnBQwncwXB608FCJvjBT7kPwp5+EMJ0VAzCzL8MwuB7/sHMeALCaPT5wdi088EQ1unBoyvSwM0hBcHTRQjBckBZwaVOR8GA7GXBLX1uwbXhfsFTa1HBO39WwV+8gcGd2azBuxifwWb3ocGa35XB2/2fwYfNkcEqAqjBhrLawVunxcG9Zd7BwoLgwV4C8sGFb13BDe42wTo4UcF4zJvBswd8wc0iq8HUlLTBjbPOwci+CcJtiPjBnSUOwkeYHcLuuxLCxrcTwho+/8F6sA7CsaQHwiEZE8LNlAvC8UIFwpTuAcIWwPPBTuEDwr0rCcLmCRLC5zU0wldrLcL3qjDC/rIlwrzcK8I2s0DCOExBwoLJPcJCER7CYuAjwgg3FsJ7PRHClRwHwr149cGMFQLC3JMNwnN6BcIDjwfCIKv5wViXA8L9t+i9fOEPwDWmrr+GdH7AJsKGwDcqrMCzBvfAAuTgwJ9smcC1SnzAvbm1wNPA18AF+M/AgqP6wPCDF8HS4xTBFns0wR40FsGTIiDBbuktwZsAQ8GtTm7BoHBZwdak+sAdmOjATNUOwe1UZcHOeETBGDdiwdb2Y8GA54PB50SqwZ0wsMFtKLvBK4WgwezDt8HVrZnBVnWKwf1obsFtfTbBoKFXwdCGdcGlQ2PB2wKAwf2gi8EQ3pXBXhWuwbbklsEJVqjBugCiwSvdscEt28LBpqvIwfOD7MFrYeLBS7Lbwb6Tv8E9PsjB8brGwbpSy8F9cczB+vvVwQ24xcGmMsHBtEu/wf3kwcGHusbBQXHHwYLhxEB4LbVAnhGyQGb1mUB9IIRA45ZoQOb/K0BtQGtAWom/QIbk40DWG9RAjr+xQKPu4kClEs1AnmTJQPUWnUD1rWtArQAVQA7UasBxZi3A0jKDwJMKosCwV7PA95EIwYqb38BeWTjB2nRrwdhobMFWe1zB2eokwR6EQMHxTgbBY0wrwaCNF8E4Uz/BdhtOwRGDPsE3uhXB3r4owfTlKsHDRkLB0rw1wc9uKMEtuA/Be5jnwCqg9sAdM+TAWgXswDt/CME68PrAXocGwXClCsGMnBbB3nxAwaBIL8H+BE7B/yqFwSLFW8GuBGnBYsdSwcp5eMEj34HBkIKRweve28G5l8PBACfewbDd2cFr2+jBeI/zv54ndcBl3WrAwlT5wC7jAcHwHSrB83FdwfpAZ8EhdoPASLaxwKil3cC6wibBSO44wcvyVMEqjH/BMwhywZIuiMFOwGDBSG0VwYtmK8H4YSPBL+8uwf0XHcHHfYVAdRdcQHhkXUBBG0VA8GcdQHAn/T/Yisa+UpXUP/+eSMAb2AjAyGlhwKaafMBrzwfAINv3vxBrd7+ujCjAHbp6wF7RiMCQSB7Bdq/5wPYwGsFBvBjBc4Q2wfvjTsGYD1LBA09ZwU2dYcEK2GnBZWp6wW7UcsEtNJHBrjSBwZIynMFCyqrBkAWywUB5vcG4ObjBJZ7KwfZ718GJV8bB0keXwTAKq8GqpaTBDu60waldqcE7+WxCUM90Qighe0Kvb4FCUzZ8QpIMWUIts1JC4+5dQphoZkLevW5CZolhQmpOakIKRmNCIxWNQgvGjULVqYlC2ICAQlA3d0ImZYRCa0KJQh74w0FTEtVBayHXQdqs8kFPZghCKhWVQVrwlUGNNZ1B8yOrQW8+t0EaeqdBqo6jQTZilkF44rBAsvexQL85nEBLZnxAoU42QCpNBUFgTelAMNHUQBMotUDgyS9CcKAjQijZK0IjAipCsGkoQpSvLkJS6jFCROg4QoJTOkIjd2FCKoZSQr0RWEJCdlBCtdJMQjodfkLjlntCKOp8QoN1ckIpwS5CiKMsQuFMMEJOCjFCCnwtQn4iGsHnQhzBj+wFwSCH9sBzo+nAkqR7wFkLscAtjtvAlyMMwa76EsHa0t7A4eEAwdAp/8CgJRTB4p8nwSnOj8CbSNDAUjS9wGX2vsB2a9LAccfCQDF8mkCtVZ9AppGWQFMcjEAmUw5CVygVQsoYGUIdERpCghIXQvtabUJOnWdCyDFqQks9X0KQTlNCwrhNQgalSkLit0FCfSc4QvUIL0LIfSdCNsszQgKPOkLVcUFCbXgLQkOsAkKCwwVCuPD9QUO970HN/ONBIBj6QS7FBELqyH1CgOpwQl4/dUKKjG5CFWRpQh4LakJrf2JCc8BbQqVZS0Ibdj1Cc5cyQgH0OUJqHzVCxsCIQg9mhkLApotC1gaPQu4TkkIF4YxCWXOPQhaMlkLEOplC+TyVQtbakEJ12YxCjPSEQrCgLUJIKDdCBvo3QsveOkJOz4ZCfleLQrGqjELS+5BCoNOQQmYGjkLGkI5CpF+LQsQlL8Bogt2/iFnYvR6oA0Dy3YJALj4mQvbYF0LpnyhCYXopQh+hKELZwyZCTowyQnLVPULuCUhCbttKwehEeME4AFPBbqVJwdqYQsHQYr+/9nGXwDK5RsACgozAxeizwIqu5sBiEqPA+It+wO4GwkFCEb9BeNe5QVgrskFauqtB48jOP8rnWj/zyVa/bZdYwFp4p8ACFuDAHgPxwN4kGsFaCTFBSgMtQdOFWUEQB2dB7QBTQVP2IkHqVS9BblYtQSLKLUEWmypB7XwoQd/fJUFDFx9BwowZQc2O/UFqSgFCm8zwQSgE30H+p8hBAkiaQbxWkEGQBI9BTWp2QapvSEGeVCNBAzo7QTWuMkEiTrRBJoKfQSm1qkE+faZBwEWjQSCJc0H9W2ZBTbxQQUVaNEEmKR5BT7EKQVdbGUGvahRBsbohQfyPN0LdDjVCl1MuQnNDJ0JUFiNC0CwPQhTmEEJoMQpCHgIHQmWZ+0G2sONBYPrfQQ+dyEFusOhB4IjSQR094EFj+9ZBezTSQWq8uUFeP75BklKqQYYInEGq+5JBpcaLQTQjhUHwCHNBYzRlQQZ4S0LtKkNC8flJQoWdR0KAw0VCllYXQlUqFUIeBg1CvZgBQtNv70HGg+BB7W/sQe3d70EaCZlBK+WQQaYHo0Gz3atBarK0QUrC6EE4HelBdoTlQTiu4kFY3NxBPSzWQcjM1kE1wdNBddjcQc4tvMFmya/BSxbNwZId0MHMbcfBnd89wWDcQsETQlHB4K5vwfqIhMHYUZDBrraDwRIMgsHqanvB9ihWwMisW8DLu43Al22zwDNx38ACXgLCnkANwlWaEcKOwSPCHcIvwnEtMMLmJjLCV84xwnrmK8IS3HG/fiE4wCUDeMBun7PAOJLRwEe4tcFhh7HBUTTAwfPN0sFzeOnBhUz/wRKK9cGGTwbCja0OwlJbi0BmJFZASqXgPxBaJr8+uiXA+iSBwdD5X8FiCY3B/8iSwYkWk8GeIpTBNmmWwbZCp8Ex6rzBPviyQA43PUDtPHVADuYEQAYotj7SQAvBTogxwZgkPcESFUbBLogvwU4nKcElFA3BFtn3wK325sCW3TRCC5xBQtKmREImOU9C6vdNQuJpR0Id4z5Czfg6QtSENkJvKzlCvjZCQoB8P0IFvEJCmAtEQutOaUIrc2NCIKNXQirvSEKKfDxCGIg9QuycNEJqPTVCMHstQuiQJkKF0h9CNfcpQunxLEIrVXdCmrqCQrA6dEIdQXJCkpFwQr55S0IaR1NCg5ZTQnq/X0JKM2xColZ4QsZca0KihGpCQomBQrJShULayYZCSruNQpdxlEKz5XNC/sZ7QktBbUL7qmdCev9lQs6gaELItGRCxoppQjvWQ0KgykBCapU+Qn42QEKdVGpCTQ9gQm5+a0LjvmxCQIVuQtpgcUISQnRC1Ut8QgetLEFp3T5BHiRjQcw3jkFF3KVBZvPsQWP25EHSOwFCpuQOQsIIG0K9kyFCF5MlQgUdL0JlHzdCsDuXQLp8HUBQZXRAwO86QO8xJEAKZjlB2mn4QD4SGEEy2vhAmyq8QELih0BI0u9AAkQXQcAP3UEouM1BFgbRQTGZxkGWULpBr+icQc+TmkE1o5RBPSOHQfqvY0HrMTJBZxoqQe3c4kAGYIFBzYuKQSitikGBso1BJ6eEQb1xiUCAA/JA+su8QOX240Aq5gBBtfcKQdH9r0BCfDVAttQKP6bKuEGLNrBBkrWrQc7XoEF5D5ZB1rA8QYDNMUGk8jJBR1I8QQ7mV0Ebd3xBpfFYQTtubEFZcghC4iX+QTY6AkLucvVBo0XpQUIJ+UHVWu5ByrHoQavS3EHbfdBBHlLDQZslzUE0VcpBlSXHQdJWCkKSHAtCbt4LQhM1EkJjfRtCDRkyQujyMUIBUDFCcBAwQv5zK0JGLSVCVQYeQkQBEUIW5iBCQJMeQiQfJEJU6ihCoMwuQvO6NUJScjpChDgwQka4KUKGUx5CwfAQQo9eEEI2VgRCekf0QetOdEJ+3GpCnVZsQm3nY0IIIFtCvXdcQuLFVkKl51NCqJxKQkB0QkIIDTpCxp44QubeLEJAgwxCKI0BQh8eDUJ+sQ5CYKkRQnIgLUJ4KixC0G4qQubnJkKYYiBCaPkVQlTBI0K06iZC8lknQqY+3MHzV7rB7n7NwapXvcHTwqzBG81LwXvZYsHuAlDBrmxhwclbg8E83onBK8KZwUN8ocFOipfBupI1waAKYcHGX0/BjeZpwd1FgcG9QFfB3Q1vwY1kgsFgZJvBfvytwY1CvMGoTrPBbN23wfZ8uMGONQLAwhZbwC4PlcADheDAojAKwW35McGTdCHBOIIwwXZKOMGacV3BN2uDwSUebME9u37Bgk2QwfOz6sCKxhTBDVk5wZWIgsGw3pnBXveGwQL9ksHwrJjBHpabwWhjnsHOyZLBvoGSwZaOgsHWdHvBDzGLQGgQZ0BS4GJAGpIvQH4dpT8LMdE/8G0yP09YHD9GjpO+cxiYvzVV9r/CC/M+rKOzP0NTrT5NKqJBN6CXQV86rEHap7RB1u65QeaF8kGysudB2+7qQepm3UFWItRBq57PQdpP2kEmIN5B1V3kQcxgM0JSzidCnuUoQvetI0IaLSJCcok2QjbTK0IxWClCyGgdQpLoEUIqTglCbpkPQj5SEELINQ5CiO4FQtldEkJ83xJCIUIRQjYmJUJuyydCVs4hQjWEIEK8whhCY9kIQotdF0JiCxVCOhESQtCOJ0JSxS1Cm8QrQoJKKUJ9jSBC7sIPQqKODULHQwxCpkgLQoJsC0KtxwxCTtkIQk25BkLg+wVCDMhIQuOVUEKePURCw8w/QvnpOkI+/QhCiNQYQhj6FUI5RiNCZlkiQt7UGULbMRpC0ooRQpaKCEKLmf1BiPQDQs4S90HdmeNBsLe0QeOIrEFz9qpBPjGgQYorlUHZaIhBTkyaQRbfoEEwCYJC35+GQnYNhkJat4dCxA6HQuYof0K4AINCK7aBQgfggELlDXdCFQVoQqB6b0KdaWZCIMdbQpMZiELw7HpCWm99QgDhbEI9KWFCIPtLQqbCVEJJ8khCOf5HQu7KSkLtRE1CcrtDQkIQPUK6NDFCGwklQgHVLEIjFSlCrVMlQinXGEK+iRtCRFobQpoCH0L8EyFCu5EkQmI0IkJaGyRCcgFTQhP3R0KNhVNCQEJUQkueV0IIOXxC9eVyQiADckLImmZCJrVcQjjOUELQjFxCGoddQhIRXkL0S5pCsrKaQlQemkKtFphCTseUQjdOlkLD9pBCagCTQr7jjEIaG4ZCUhiAQuN2hUIKgYVCbEuFQtbqg0Ie+YhC6ueNQiZXkUJoYIZCkqSKQgKtgkKWqX9C87B8QhuBd0Ld2HdCJbZ5QqaUDUL6/QtCtFwJQj8YC0Lh+ChCGPkjQu5kMEIwATZCktQ7Qk51REIQ6kxCFm9VQhZvUULu30pCgBBLQgIfTkLFoFNCI89aQtkNhUI83YFCkJB+Qtr0c0LIC3FCfShvQgpAcUKdZndCPcl9QoNde0IDOoJCm42EQqPuhEJAzoFCpW2EQopxe0LNaHJCrbtoQng8YEKreGFCi0RZQlD88cDI17fAZovFwNAyn8D+6lXAK/JIQGlzI0CpPLRAxsf6QABVJkGgtElBlmFIQSPuakFTgYhB1el/QQiYXkEtD39BgtOGQSs2jkErPupBRLPLQZsm3UEtm9JBI4fKQdtUxUHOPdRBhqfeQeii7EF94/pBdWD6QbIaBEL3vwtCUJ8tQoZcJULvIy5CQUItQsptLEJZGi5Cq7YyQgbjO0JO80RCH84pwSWGRcGOsGXBM6WEwQPFicFS5S7BGr8bwcPvIsF+mCzB5tU7wSNbT8E9fl7B+4GNwZ17psFmno/AL7u0wHqkzcCZIxjBBuVWwUa3rcEw9bHBS8LIwSvz2MESw9vBfXrdwXrz1cGjy7vB+vG/wTIYy8HGUOXB0grrwZax4MFzZjLBTf5RwdKVQsH6uVTBVbRiwXiCXcFtFk/BY3Iowc19aEFnwj5Bk1JYQRNATEEUFkRBVPy/QeA2pUEGMaNB1ep/QaVDNEGdm99Ax646QTVJNUHcGCNBlymQQWGYkEELWYRB6+NzQXZaW0EpGzxAairdQDB1YEAYnHhAIHuBQKXqb0DyeFBALotgQLC7bEBLgoVA92EaQBjVvT+xZA0/Df84wSClCcE+TivBnBQQwefcxcAVJ0fAJmjUwPPSA8ExMTFAw/d+Px5sSECi025AwZ2CQNDeF0FXbwdBlj/9QPXDvkDa73JAmvvoPyKKJz8UGLa/5o4/wIszi0EbtnNB4HKAQZaHZkGWkUlBftUuQdMqI0Gv7wlB647dQF62PkD6cC6/ppJYP9p5rL8uKFfACSSfwF/AJMAKGDS/J4e6P6aIB0EmfORAQqTsQHn6wUCuE5dANn1kQMjwlEAVH0xATQnTP5ZFQ0KCkkBCbYo+Qh41NEJSCyhCwk0EQls4CkICXARCqi7/QRVW70FV8eVBpXflQdqW2EHGtMpBkldpQaCGeUGIBGxBAguJQeZ/oUHzIpBB4g+iQe72mEHTiKBBTjelQX76p0EtuplBrvOPQZp9hUELp35BMy9rQasKT0Fv6TxBYbKiQG4I2UBxi6pARqS/QJDn3EAWtMJAdj2uQNDDeUCKXBZBFPEHQTw+J0HmvyFBwpIYQbz6PkH/jTBB604lQXNDBkEbNcZAfuGUQKLRt0DzMLZA20HKQBTtwEHVQbdB4MqtQYQLmUHt/YVBAG4uQbKuOkE9wh5B3gIOQZi/B0GIvA1BcBfzQHZ6t0AJcIlAVRNUQN2Kb0BlsShAIb2sPw5oM0D6XAxAFATIPxYSIj3iIo2/V+4OwPtIx7+WK/C/WnkQwDKhX0K4PFxCk6JXQoVrUkL9mExCixM0QqovM0Ju3CVCCu0YQrdpDkL14QRCdxQEQuNJ9kHO0OVB6+IhQrkwIEJgkClCubQyQjb6OUKufRdCj+4eQv5cEUJIHwZCbXjwQUUe2UFlo9RBxmq7QVF+n0GiTYpBW16hQUhcnUFHRJNB1qKhQS8HkEEGM4JBvfpXQfB+MUElcwpB/vslQR4JGEHjNYNB42xVQdugeUHlGWRBpQhVQTv2nEFSLI9BSx2PQcrSeUGS7ElBRdgqQWNDWEFbH2ZBSvljQcL7C0JShwNCNdMOQs99EkLLGhFCa8PTQbj64kEtAb1BXiKiQUaij0HjFotBLVlwQVd9RUEz6hxBSCj8QAKPEUGVUgNBBuDQQAWfU0EtTyFB6U8RQWhNwEBbVU9AMGzzP6JvaUBgFXpAzmNtQPraMUK+EixC5jEsQqZuJkL46iBCN+clQgE0IUKe/CJCoGIjQga6J0Ixgi5CkA8uQvJ0M0IUdDNCBVBGQopcQ0ItEDxC33YzQlUXLEKWOQpC+p0NQmXXCEKFfQlC/lgKQvYZCkLeRQVC7IsBQpJ6/0HrsAFCi/j7QRbN6UEj+tFBDuapQRqTn0HjiqFBij2ZQU8Uj0Hi3INB0aWPQTjrikGZb0NAnsoaQDXshECbcKNA6hS6QIqCX0FxsztBDVhGQVCBN0EKyzFBZbwqQb9HQkFmW0tBnY9UQWW/+EGGU+9BkFz2QcA57EFgn+RBeH7VQV7J0kF9TcdBhbW0QYb1oEFZ8I5BKumTQeHAg0H+d11BgzQtQUBgU0G4kFZBAL9gQUW+pEHZw5lBlm2OQcJnbEF7+jhBgMnuQH1UG0GKDQpBONYGQajZkMG93nDBkwGVwXogl8ElypnBjsjBwTLVvsHcrKrBf5KXwaqsjsEyRZPBnv2PwUehmcGWCqTBcf+dwY7cl8Gjro7BGAxzwfbqZsFgOpbBa2SPwVJJoMGwX6nBg/60wej2vMHHpMjBTbvVwa232cGb6tzBIH7ewfM12sHLrdLBfayqwZxutMHS9a/BOzTGwTMP6sGpeQbC8Nv1wYoD+METivPBINz1wHmGFMEXGiHBqoM/wXAyYcHwCpjBKAaZwZ38qMGuB7LButu4wQ7atcFKXb/BDhnOwe2j6MHFO4jBeJ5qwduUhMFuDZjBEF67wTPCIsIG4B/Cbrkewt/7G8KjihTCH7cQwsKiE8KOUxLChxgYwokNHcKguCbC9SszwiKoOsLIVjDClZg1wjLTJ8Ia8yDCrjAawkZxDsKS+RPCWB4PwqCRCMJC5NE9B02tv36Par9kRATAzZFpwD0G8cDb3NnA3evmwAD80MBFd+DAupMFwUPC8cCjSQfBFjUUwS29McHM+DTBDcpJwVBiasE8+obBLwnMwYrcx8GuZcrB64KwwTXKj8H9xHHBqhSFwf5tgMF1FILBBW6JweqmkMEYbKXBmX+8wQa/7sHtudnBnr7dwd3OzMHebsDBMkK8waMFxMEKJMjB+AfPwVB35kA/+r1ASAXiQJJ3zkDoK7RATcpwQHYIvUAzMndAuhhiQLQGE0BSvg4/Bi5pv70XT8AgJa7A6NdXwdA+XMH8Z0vB0pNGwXB7X8GOntvAnWUGweMF6MD07xTBE1tPwWbuXMGy113BsyxVwTbxKMFicwbBiDoiwabqFMH2BRfBS6GPwej0dcGR7pHBXoGYwT9xosGrhafBb3e8wRAI1MFjwePBdleFv3XTZ8AydFbAZhyywN5z6MCKPp/AYLvdwKag28AgsQTBdlEcwdXFN8FADBbBhrYIwb77CMHzKu8/mh4yQDVHyD82FAZAFRTdP0imtsDDIZ7AI5/HwDVk08Dlf7/A8kq7wGIMAcH5Sx7BH146wWvhTcEPHz/B0R1GwZgVTsGCeWvBpfWTwX3WgsE5nY/B3CWawdjopsGfY4/B0I2KwfqAi8GtvU1CTgFTQjZPWkJbDGNC0ohgQoLAdEJWBmpCemBYQu5sT0LHyEhCW89DQnabQ0L/3j9CoE4/QrnYPULKvUBCfkdNQpnJSUJJikRCZhZJQlipSkLC+1VCS4RUQjM4UkItxU5CMo1LQpNBVULN20xCI91IQu5eR0KeCUZC3pyGQlKMjELmRI9Cjr+RQsluiEKGJopCpUqEQmZPfULto2xC6t1dQhulQUKcXEpCTedSQoZ3XUIWFnFCmNpsQgaCa0IA4ndC1vCAQs7abUF4J4RBHV6UQd6+r0G1RsJBK4bTQdpW00EKW99B2esAQjKmEUKaQhtCziREQSfNEUGkzTNBzCcyQSIqP0FsGo5Bc51/QaL4XUHKxnZBMO9yQR3c+UFWq/BBSmzhQa7axEH4W61BEKCcQQINnEF8d59B8nWbQXpLf0GYjVtBcuZbQagYLUHQ19JAqtl5QNu7ikAm2EJADbJNQPR8uT8Genq/4gUuwBtzd0HFYHJBKoBRQbI/O0EHszhBPrIAQeOWKkE4hkNB7dRLQa3GVEFASRlCEpsPQqCqE0K9TQxC7gkHQja3F0LjVw1C6rcEQhzIBEJioQRChg0FQnaeGEIhExdCXg4dQvDCIkJn3itCwbIyQtZLM0J23jJCFY4vQrFeJELaF0hCK3g/QoIVSUI960hCyclGQs9LSkLuz0dCkWxAQrFrN0Jj3y5C1rAnQlOHcUK1WGtC3QRrQhtQaUK7w2hCw/J2QqMOcEKaaWZCfcVeQuXlU0Ii6h9C0jwjQiomJkIgYClC0oQsQtSuK0LxJy1C/QEuQiAaKkIWcSZCPlkjQkLOnsEDh6HBI92EwVuyWsHkXj/BQo8kwQlUJcFEsjjBImVKwStbWsH++onBLVCswPLZ7cAo7tPAs0wBweIpGsFwkO7AdUUWwYVmNsHrTlXB9rRzwaRrhsE+kL3Ao8zewI776sCNwQrBPmgdwRKmEMFm+CDB9m4twdlsQsHYLVrBPUBhwZMdBcEwvk3BHak2wR60WcHWS2TBG3oRwQN2P8GDBmDBwBBpwRYSbMGivGHBavYhQFixoT9axBVAf9g7QJAOO0DygIpAdv9qQEIdLkBggu4/ZU/KPy5Z6T+Ck+ZBY5/qQRCR/kHG1gRCXY4CQtY9EkLKWgZCo2j8QYAh+EFidfpBigX9QeAiTELb1z5C+2dIQk1UR0Jkc0ZCjjFbQkICT0KlvUNCuis9QuazNUIVTC9Cc6omQghhNUIgpzlCP/Y1QuNyREL+PThCaTgsQugWIkKFDRlCo+wRQjHTFUKgeBRCFSsVQluKFEIqWhNCm7QhQmKdGkL1/BNCcJoVQgTKGEKrVxxC0uURQiKMGEJoYg1CyfIIQlViBEIyd/pBLRP3QQ5ZAELgSvhBipbyQVrK7EHtq+ZBOiXVQSoUx0Fcwr9B48XXQWy8y0GTqr9B8+HIQSNf10Et5W9CcMBxQnUhcEJb+HFCvphzQobpakIIFW1C9oR2QqZ8dEIoiW5C1XBpQhZ1gkKQXntC83F1Qs1HaELDHF5ChhBbQmb+VUJrclBC/rRCQv6WN0KV/i5CnCopQjFwJ0IihiFCUzsdQvuAKEKY/R9Co6gaQkQMGULKihdCmHFvQpNMbEJFwHJCU3V4QiglfkKX/oRC9Y2DQuvUgEJOLIJCKs2BQidvgEL67n5CrW+EQr1JgUKkgIVC6TyNQp5zkkKY7ZRCd2yWQnc7mkJerppCG8yYQv6Rl0JguZlCqNyWQun9kEJe8I1CGn+LQhJEiUKS3IFCqLZ2QtVYDkJ5VxNC/ccXQgr+HELiOCdCID8kQvaFJEIgFC9Cq7I7QvbUSUKgd21CWnBtQuIKeUIGP4JCsLmHQtbujULfN41C1pqJQvkDh0I3tINC/buEQmf8h0J6gItCBh6PQqO5i0Il8olCTgWGQuUchEKb63xCsAN1Qs6sG8E6JwjB7W/6wA4fo8CYw8C/MiGivzUZ7rywduo/E8aOQC7j8kBGWC5BpmbiQfsE0UE1ueVBWDPsQX6N+EGOTA5CbgUIQnZGAkJL5wJCqZwCQgbMBEKk+gdCW8EOQmR/GEIjuCFC/ZkmQk37J0K3BitCFkQ2QrmZP0KqLEhCDzOPwdagkcE2fo7B+mh0wc27XMEAQ3rBmERnweDfTcE2SmDBoyZpwXYRRsEaIATBXsoUwcrXKMGW+k/ButRywd/mDMFUO0vBMouIwdwelsGQzZ3Bo9ahwUZ4qMH1E4DBiD5UwdXYOMGiWAnByvsYwQtZI8GtpxjBXDcUwRK0rEEfxZ5BHQ20Qcl4wEEum8pBhLC/QSKMyUG2QM5BFVnCQd27rkFSiJ5BBYIQQfGZE0H+CN9Arxe0QJsLmkCFZ2c/dhAUQJJARUDStRY/uI4HwDKDfsBV6Y7AK7OuwB504sDzWBHB4J0NwWu7JsFiJzfBXT9gwVKlgsG7fyhAXTEaQMi2YkCSmaxAsqcGQR6ZLkGqCi5BfogmQeqkGEGMyspAtq9lQOAhaEH68V5BnjFkQWUPXkG7nldBWblCQTj9T0FS1k1BNlA/QQE3LEHIURVBml0CQQRWD0EIUhJBI68TQZv9I0GmIB5Bk6sUQYyBE0Hc6ApBWrHuQHNOIUIPoyVC2JUcQs+8FEKlnwtCg18CQiHfAkIpSwJCDfX2QYMi7EGoG+JBfwOGQT45YkFAE3FBtS1oQc4Kf0HMxoBBLWlzQd/9hEH+DXxBHqphQdLySUEZhTxBXQkwQZ6LEEHw8uRA80oAQW5ezkCLna5ALYqCQBV5TEA41o9BsgeCQZUYhkGj7nBBfTBnQajDkEFKt39BkoddQSXzUEFy00dBLpFBQd42o0HLMphBlVyWQe5Rg0GVLmBBagJcQbhlTkG12T5B8v8bQX3e90CK68NABlCiQJ5ktEDy+JpAYBOCQBJX30Ay8qhAI3pmQMAOZkAmRmhA0ruKQC3dT0Lj7kpCrDNHQkHcP0IypTpCLhM0QlaANUL63TZCmjMzQhW4LUIqTCZCQGxFQrGPR0Jq3z9CEjAzQv6AJULr+xRCkC0YQkpKGEIV3AxCQgUCQjof6kE6h9VBYrTdQeB/00F1UcdBawTTQdZ0xkGIpLpBXfaqQc+snEECJbRBIxOgQZiyrUH8XqBBGumXQa5kt0H6EaJBK3WZQdYHpEGCBq5BkBC5QXs1EEKDYg5CiOEAQtru6UH7K+JBiqnCQUA7zUE+8NZB36zFQentq0GuJ5FBYNJ6QRbSjEESE4lBQZCJQceyhkFNooZBZvyAQevbbUHQB2BBKDVLQWNpNUK6iC5Cc5EyQpSlLkIGOCxCJbw6QsxjMkLmRStCKTMrQuHfLkLIvzRC7ActQhqOKEL7JyVCPOMaQu50FEJTjhRCztsRQttPDUKuFwZCNiD9QW3m8EHQcOdBJrvmQcte1UHAybxBk0/TQTC2xEEZLrZBC3G8QT5svkExPC1BT4UcQcVVPUFDDk9BsHRfQW77iEE6Y4BBBrVwQS1ogUHavYhBkG6OQYKA90FKhfZBs0PyQbh77UF6C+hBaDLoQYBH5kHmROJBVpTaQR0iz0EaScBBgA6yQfVUxUFSLMNBDQW9QUuRzUHrPMJBiXm1QeNwrEFPoqVB3XSkQSxpscFV0szB3VG7wXX8xMFUkcjBu/SzwexjwcFM9MvBIka+wXyepsFsT5HB5t5SwS4jR8GkjD/By7A9wcOkZ8GFtFjBrU9/wTN5jcG2X5nBApinwTPatMF7jbfBKPSuwQX2p8GKwqPBvB2WweGLmsE8kaDBImydwcLbmMFmmZPBPeH5v8ykv8A6WqvA4g4WwZbqT8GWWM3AhQw3wbYffcHgZJTB2quswcoovsGDiMfBcSzJwQ5l38HGuALCwEEWwlpmGMK6PSDCjZwlwmA0JcKiOCHCRronwg5pMsJCqDDCL8g4wvKuPMKIIzLCezQ3wl2GN8KE8i3ColshwugHFsJmoTe+sjStv44W27+Q2l7AEBq2wEcLk8D9PcXA5Q3qwInLA8EeaBjBOUUqwZ3BocFw853BosKdwduaocEtta/B+7OvwSqVusHaVMLBlVbXwdj26cFu8erB7brnwbCx9cH4LfrBMx79wY6OBsIDdAbCas8Awv4SBMIr1AXCS0cKwmWtIkF4JBBBz/4BQZpnvECO6IpAJvoZQB+IE0ClUFJANyTCPwnKwL93XoXArkEuwZILIsH36jDBqckPwarO98CjWS/BVWsGwbAo6MCO3tjACoDTwIDg4cC6C/rAdSUNwUARO8GqzG/BdWGUwYa5k8Giv5HB5fKdwWN+p8HU28HBPiLTP4fok79Qxss9ZAitv4yPGsBFmB4/5NOiv2aENcCtEIbAX3OpwPmjpsA5tYPA0FPmv1SWlcCrWqrAc7nLwF6SN8E9dSHBALjowB1EA8FMgRLB/hYjwUaMMsHqj1zBDY+GwZ7MesHYwTHB2r5AwXIUVMEsvjjBEngmwQTWH8HraCFCOM4nQq4AL0LYIzpCPg5AQlCpSELJhUdC+xE/Qg4DP0IG80JC9QpJQsInVkL2y09CGkBCQi4lOkIJyDdCU3Y8QtIHQkLL10hCMo5OQk2wUkK6GlhCYK9gQhdIS0IzfFhCcCpmQhXEZ0I+lWlCBlpoQpvvY0Jd+F9Czh5rQhuFaUJgtF1CJuVbQs61VELDt05CIRFAQlKpMEIqUSJCigk8QmH8N0JMyTJC+YMuQvJFK0IxmCtCTfMjQlquHELKkRZCvlwQQq5yDUJk8gxCaooZQqPrE0La4w9CKukUQo6PG0I02pJCS0CLQlaTkEJ+5o5C6hWOQnDYiULhAI5C3n+NQnLIjELCmYtC2u+JQsrQV0JdzWBCK89tQj5OX0Jdhm1CAKx7QkZMhUI+SolCyKSHQsyvhEIaHIFCw396QgK4gEKziH9CTWd0Qs1pb0LbfmlCBvuJQhLSjULB34lCLpiLQmq7j0I9yYlCGqOPQjNxlkKPL5lCDJGTQrkSikJnwJFCqkCUQr7qkUJKyYJCIiyIQorZjUJqhYlC5KmEQgLmgEKGiHdCSzx2Qur7ekJ4pm5CeiZ4QjIng0K5cY1CWaiUQoBUYUIQS2BCZtFTQuF2S0KhEkRCs3pGQlYCSUIKTktCVhJRQnXJWUJKT0FCUUhCQgujRUJtj1dCw4RQQlJMS0Ki1FJCprFbQkpGZEKwD21CymN3Qg4Df0K283VCal98QuESgkKqwYNCci6GQg2hQkDN84ZAfSK7QIuHAkHQIDtBSs1MQVCpXEEKjm5B5uGMQd4upkFTCsVBvnqWQXxrrkGYUMFBvmHmQR3L3UG+T81BntfVQRr820FeP+FBxcj2QTWDCEJILhZC4BYlQmjtJUIQBiZCoEs3QhGTRkJWtFJCQr6Jv6TkScA+FoC/zey6vy1WHMD8yRE+4yudv7YOP8AA+FfAgsdpwDhuk8Br/dBAeL2aQH2kT0CP+7RA3t9zQPB1XT9wAF+/bQ1WwABdusCilbjAgFyKwO1h6L+Q+TtAbhuuP2fYtT1aYJs/m2v+Py/lxkG9UrxBY3TEQRqlukHx56pBTl29QWoYrEF7aJ5Bvt6SQUbshUHYLGZBHtTdQfmuwEEdv6NB4VmVQZIwj0H6Fo5Bo5d9QUYkXEFSoTVB+TAZQaWWAEE17NVA/jYIQXZu00DqlIBA4mftP4hRBD+mNpJBRhuJQf4zjEFxLodB+iuJQYZXkEHnZJFBkJ6PQSJZkUGN94tBatFvQRNvWUHgc1NBuAJKQT81IEHlny9B7jFFQcWQTkFVoVpBID9mQeYsckH19F9BcGs5QRgLDUFjzQtBc7gUQf+5DkGdAetATRarQBAn1EGpb8dBWse/QUtIpUHTf4xB4H6iQfDAkEEy94BBMjOAQTFbhkHu3Y1BGA12QaiKgkGuMY1BLY5SQcGchEGO2JZBmQOcQXUbmkGAz5FB5mGVQefsmUE8nZ1BKDuMQQHHmEEpxZ1BitucQUB1mUFV6e5B2oPfQZgz6EFDz+FBGqPZQdud7UEN8d1BKjnPQZgfxEHfkLtBq4ivQWYFBUKwnPNBcJTfQS0H6UEOFthBixfPQQsUwEEgvbNBDYCsQTaEqkG2R6BBKJCWQSEbtUEriqJBqnmMQe74g0GM8YBBhDSHQdF1GELjvRhCTnsTQijrEkL+3BZClUoQQgLOF0IBiBxCVSYlQl2EL0KyCT1CLlcYQihCHULW7CZCPuoyQhnYM0K2dTNCmRE7Qvi3QEJmD0VCO3E+Qh+sL0I3aSFCUfMfQs5MGkJ2DRVChrUJQra0AEKSXg1CkSsHQjrzDUKeEQxCXWAMQo2LG0KmzBVCC6cNQsiBE0JoGx1CrsEgQkVzOUKxvTdCnK42Qn5OPEJGzDpCesw0QqrOLULTnCVCSswbQtQWEEJj6gBCunLnQcqlA0IAJe1BXn3RQQjovEHurqpBOzScQajvYUI+OFpCG5deQnbvW0JN7lVCU0xiQt1iWULFNlBCRNBIQiIkP0J7RTlCTuZjQl56XEJlK1RCjVJSQrVoTkJdMUxC0GBEQnb7PEJulzVC8GcwQu46LEJ9+SZCTqcxQv0oKEKiSR9Cur8VQnbmDUIPu8tBAt3QQRpN2EGTR+RBak/uQTr29EFjz/NBndP1QcJB+0Hwuf5B+4//Qe4GJEJcER5CwvEUQraxI0IrKRdChrEKQvKZA0I1HwBClhb8Qdsv+EFOqfNBMKHwQWu4CUKWqvxBI5TuQSvn7UGjRfBBYKn6Qda0psG2VKXBHPWXwWdTisGCeYHBJOCawW2IicGGn4vBciOawRtqdMGN413Bs4+hwVyImcHnBofB/Uh6wc7xbcHj1mzBYDZfwfpJaMEdgmLBXtZWwehtVcFC1FXBoAuFwUj+bcFNT03BMdhAwUl4OMFahDHB95YxwfViL8FWjkjBikJewap8dMHgN3vBc/GEwd3AiMEuQpTBVjSgwd64rMFuZCPBtlNkwVtmjcFXIorBataXwRl/oMF0TazBpR+zwRXBvcEbgc3Bk/PcwStF68EtF9HB/RPlwdIX98GDRfvBiOv6wUND+8GYkhvA9eugwNdwm8D1QtnAdvwGwam1vcDG2wrBQFQjwfNMP8Faa1/BPWCBwWIlBsGZLRbBifgZwYpCJsGZZCnByigzwWMSYcEJiIbBh2maway1qMHFsKHB1NmkwRWLncEtf6rB9c+wwTr/tsGKasrBqJHawc94hj9Okr6/2tQ+wCqKycA9+SDBqpkwwWacR8EgLlTBkh9gwWIsQMF1TR3Brb2LwcrtnME2iZbBplSPwXb5h8HeH33BItZNwbstO8GWfi/B0OdgwWiabMFbt1vBOlV6wbKjX8HmXmvBkwKQwf6oosGF8qHBHssJQTuH2UA+VtdA9aqdQJVEYEBmoz5AA2IiQKMQEkB+F5M/9D4CPzvcdb/qVQ4/WIM6vp1tXr8wLte+M5/Nv7iz1b/TCh/AaH1FwNPhZ8BeCrLAzIXAwL2JtcBjVw7Ae6pUwP4PtsB7hdHA2S8AwQb6DcH1PjZB6tcbQXbqQkHVYVRByrxoQQpLjkEoe4dB81x6Qf+IhUFhaY9BzUibQSgA4EEz9sxBm9W9Qfpx0EECiMBBOiW3QXiTrEEKN6lB4menQY+BtEF/WsNBqEbKQcutzkE2Es1BzHPIQa2zyEH1DclBwsrJQYJlJ0JbCyBCNgsXQgbIHkKichZCQ+sOQoYdCUJF+gRClWkBQi26M0KDiClCJgQgQlBsIkLyuhhC4XoVQjqPDEI2qARCDTH7QVbi80FDUPBBq+zrQZf3AUK2ZvRBSoHlQV464kEq4NZBZfXOQVNW0EFyV9VBLaHdQeqU/EFzfPFBzsnoQTqm8UHVv/hB44n8Qa7YHEIazRZC8D0VQhXhJEJyPRpCjYMMQo84AkJ7BftBSAP6QRbM9kFt1uNBoBnSQV0J9UFtWdpBc6fFQUK5wEGqQcFBzgHMQSaIOUL4DUFCygc8Qgl4P0Lh30FCxh42QuqKPEKsnUJCw6M8QiqnM0LhRCtCAQsVQqpyF0JlMRpCLpAOQlGhFEIFBB5CZSchQqBgI0KKDCRC2u0dQrq/FkILVg5COzgOQg5wDEJOawVCKsz/QTJR9EFIvehB/jVZQltQUkIGyUlCo5lTQlqpTUKVVUBCS1Y0QlsCKkJx/SBCh5EiQnqlLUJsuDVCG1snQl1bMkImdTdCSX8xQsWOJEKgrBhCnH4QQriKCkIyXQVCWMUNQu6aBEJGRf9BSrf1QTWI7EEu5OFBYKreQYq720FYhtRBg+LqQUN12UGoEMpBst6/QbAHskHKcaFBHRbfQRbC00E268pBZ+uuQaFttkHSpb5BcKCwQbRUoEHewY1BXUp3QZvCTEHc6jFBaCx0QQroU0F0witBWaUrQaxTM0FOh35CTkhxQlAiekJbWnRCC7VvQmINg0L6kXdC+NJrQsJAZ0Iu4GJCyiVfQkBKf0K+A4ZCqpuFQgw3hEKotINCFp9/Qn12cUKuSWZC9gFbQipRVkK9OFBCypFJQrDuWEIgf01CvNNCQj6fO0JwADNCMv4pQpP6gELSGXFCxkZkQuo+akILI2BCQuhcQlbjWUJAj1xCm6RiQuBZb0KLbmRC9nhZQhuGWEKNjFVCrplTQpX9VUI4tl5CTfJoQpbhakKQ0mBC4kVQQhjQS0KhHEdChZNDQoLHN0KeUitClbUfQqLVGELw8hNCYvkPQoSxGkJeWhNCkJMNQoJ/DUL7HQ5CijIRQlTRJkLTbiZC050iQoikH0LnviBCpncaQljYE0JgsBFCniAVQsa5GEKOuxxCp7chQlrkJkLoWSdCf8EoQgDrLkLw0DNC0Cw+Qp8JO0Ju3T5CB408Qi9vN0LH1UBCQPc5QthhNUKsTThCw206QuwlOkLY5mdCnVViQrNvXELSt2hCxuBeQlp0VEKJgElCpgw/QuitOUKm6jpChoBAQh6iR0Juy0pC0AhNQgrsS0IVG1JC0p5ZQtN8YELRkZJCjDWVQt3plEJn95lCSvSWQvbhkUK6roxCvoCGQjEZgEI7vYpCIL2PQsGQkELzJoxCmB2MQtfzjEJTqoZClvZ/QoOLdUKoLG9Cjh5oQr0lY0JTu3VCMh5tQoq+ZUKCkGhCazVpQrB4ZkKFLWtC/eRvQqs/dkInXIJC5QeBQprafELVrn9Cnkp/Qv5ufEIXPZZCe2iUQu5/kUJ03o1CXpCOQq/LjELDxYZCCLeAQqaHeEINL3VC1apyQrBhdEK44XRCWrh1QtC5eEIwQ4BCywCCQtjG6EHatQZCz2QMQo/DCUJ2aQhCrfMKQtiNDkLGuRVCXfMdQmEiDEIQvgxCxWMQQhu4HULvhRhCDugVQtqMGkLG3R9C3kwnQrX0L0LQqzZCeIA7Qh5ISELOWkNCq4pFQkKlUEIri1dCtiZbQouuVEITGkpCOotEQhD2TEJiKU5CLphDQnsHRkKuUk5Ck6BbQoP4aUKiJWZC+NphQrNXd0JjVWtCgxVjQvpLZ0JjRGhC2wVnQh10YkJQ4FVCmK5QQjNIZULSkFtCG/pWQrbQYUJIiGNCljRYQgAGVUI1gFRCcrhTQkBMcUKAM2FCwIRSQqptUkIDAlJCJvxQQg4bikIKlohC+l+DQpPAhEIia4FCIMJ2Qg4QaEKG7ltCg5lQQkhqUULI7E1CKZ9KQjtNV0Jrhk5CZi1IQv4FRELuGz9CrMs6QvxBtcAOeHTAL/6FwI4+EcD2ExG/M9RewHK9f7/mxog/lso8QIMAmUDFB9pA8r6fwN0XPcDat26/vZb9P60x9T8478s/TZiHQPZR10D4VRBBqlExQab3UkH7KXdBPgxnQXYvf0G9ZItBha+eQVYarEHQq7ZBCu2PQKUfn0ATGOVAOws0QaAGIEFD8QNBFaYXQRAlN0GDYmJBV0C3QY0Ap0HlKZdBPte0QcIEoUEA5IxBJjyHQWJKhEEYZ4hB0+icQaPnpkFzlqVBwzfHQf0Lw0HtwKRB+oqrQUBatkGqwMFBwCvPQZrk50EXYwFCur8BQlmwBkL13wpCdqoRQpaRFUKLwxhCzrcLQjOvD0IYtBJCCUUeQj4BGkK0xxVCwKYXQnXBGUKhURxCsv4fQg9wJUJR2ypCBmIvQhLgL0KWZS9CwvQyQqoCN0JuWuPATToFwQhHDcHnRC3BXlxUwYUpYMHtBXTB9UyDwT0QoMGTtLPBB4u1wed9hcEIkHDBvqZ1wWHZKcGFyVTBoPeIwb/amMGguaPBm7mswTR+kMEGsIHBsp6GwWKxbMF2U4XBSjGdwVAMwsEzUtXBtirXwZyvyMBqgRXB8BxFwQNg8cCOlT/B7npwwSPHasGkvkvBFvVUwZznNcEwhlrBek+HwVdYp8G/YJjBSqmNwWrJh8HqSIfBFSyIwR2alMGQOaLBiiW/wQNA4MGlPd7BeEDZwYbw3cHYJ9HBthi3wU6FpsFQCKjBSz27wXhd1sFQNuDBcunhwYsm7cHCD+TB2HDTwfrmrcHXcrnBt4TDwf70ecFOE53BjFnLwfjCx8Evxr3Bql+uwazMj8EQV3XBgv9JwZF/S8GgkTnBSsInwSUEDcFD9uPAvZ/zQEFxrUBmOVlAGnoLQe4qpkDTYsk/3b0zvrXZA8BY6EXAcoCOQagKeEHYTUBBJ8uBQT0nQUHBAAFBrYdNQMALxr82aUXAxTMiwCBvs7/QHWy+aFBYQLbNsT961lk/F8ATQOsta0A+MKRAsrawQfwoqkH6H6ZBWWOWQVv8m0HzUaVBBP2jQaucmEE2A4lB3gIsQXiAOUHR/0hBBrMZQZVRNUG45TxBotVAQYsOV0EDy2JBPcQrQdnVA0GQuN9AQ2KFQDk8pECGictALs+1QPbHwkD1ZttA7c79QOUSCEENrwlBmpesQEir2kC87gVBOh/6QKMR1kB2Ba9Aol9hwNYYFcCOB5i/oduuwCx+LMARRIk+NdPyPx2cUkDE/4VApmE4QNoGsj+GAKy+zbyvv8pM37+CtArAE+5wwIIlsMBON6jAylm8wOat1MBdfK7AfCCewCnGoMDrYse+nMoVwMyimMCDf3vABWQRwLk+Fr7IXy5AUittQO5Uj0ADatxA0jq5QJO8mEDLOphAW/haQA5scz/oAWY/kjK0PqW0L7+1fu4+sg1Xv1gwCcBky47AYEPLwLAqAcHTqXlBm35cQfB3OkEizElBphIqQU+fFEGTWtxAREmSQCsDFUCw/2ZBuKpgQW8FLEE2/y9BPkYPQS723EA4lHxAi8HcP6OIlz6qtry/tY5DwP7FjsBdtGvAlS+uwHNLusBd1eXACJcIwemdHsFG7y7BdHw2wYTrLMFve8zAGxf7wEy2F8GroQLB09rawCb+sMBS09ZAPaKoQG57Z0AoarpAFvFwQE1E1z/YU6m+jB8KwPtJdMDX6g3A3dfLv5zNmL/exRFAEhAKP4No1L+asVDAKWiPwIuiQULy4jdCxiMrQtV/OEKCDS1CTdkgQkZ1F0LuARBC/ncIQpgAJkJ+USJCfqYdQvbiD0IrrhRCAHEYQu04EULuNAlCINIAQq1t8kEiFN9BvBnKQTA920FiQctByMu2QeHIp0EoiZ1BBzCUQTpRu0FQpbJBrCexQYhgkEGtXqNBVSW8QTARzEHm8NRBo5XYQabZdUHig55B1+CzQUa2sEGTBbtBRoi+QR3JxkFWps9BvWjYQQ0R1UH9GcxB40K8QaXxq0G5Aq9BHdurQR/fn0EiaZlBwliJQYJreUEOyFpB4V06QRbkckE9aVFBnVYdQT2cBkENjeFAiHCrQM4DNEGWUytBY74pQYQeCEGeVhpBRyAuQSoFGkFo7thA4KxfQK0jqT8QgGC/jm4YwCz3NUAClI6/YClkwKbBnsBMNbTAGJnEwLq3Ej/zmCq/8rThPx21/T+N0+Q/ma2/QEiPW0CrLp8/hq/6P5KpHEAOqRJAwmlcQQugN0Hw3gRBCtwbQbMX5EAAlaRAyhN8QKvbR0Dytcc/N72qP00peD/LrRY/Kk9WQJ5x3D9zK/Y+hq46PxuizD6TaBY9jJ3MQWOxs0Fcs55BNg+pQRCul0FuJ41BcH54QaD4X0HtYlBBA32LQe5AgEEOLGxBoLg+QfguVEEdK2RBq0FiQdPvXEFLskFBenwyQQMsIEErnwFBb4MZQToLFEGwzdJAvmO7QLb+dUCAXaM+rQh0P/a5Xj96SRs/yBsdQJV5oD9Q8Vm+TMLKv1jTacA+IIrAVqVeQMDT9T/BXDc//qvCP0KfHz8mdX++eyXNv5VwVcB+CZfAa1KdwKLao8CU5qzAxSlpwBXhk8B+IbjAHzbCwKkRxsD4t2JC+/9WQgbcTEK6b1hC491MQst2Q0L9ezlCja4vQv47JUI100dCWIhHQipMQkJhOzNCk4I0QvbhNUKTKStCQcAiQttEGUIf+gtCnfb+QWaI6EHOKPRBBt3gQcjU0kGJPb9BMm6sQWBdlkGFxRpCUkQdQot/H0KSnR9CSwAhQsHfJEKOsylCIP0qQsqLIULeFEZCcClBQkINOkL+iCNCvc4sQp2UMkKokSlCD1YbQi4wDkKb7QFCsuTtQasCzkGausZBsEi5QXYctUFM06NBj4eRQUrcgkGDIG9BKNViQRjXXkHW4HdBUNJeQfUzZUHoUmZBe39YQSJLKEFjq71BtCShQd6hg0F6s35BgnJjQTqKTUFCLiFBvysMQQ7aAUHdZ85AklGYQPUoUEBarc5AGpCVQOb5F0Cm5vU/4l9yP0bCs7/oZu1A5k7JQNvdz0DFUs9AaDrSQLIYA0H3T8BA/q3TQEYY+0BK+xdBYf0xQYl4jUFe2YBBWAFLQY5BeEHtB0BB0k71QL6Z70Dg1DVBobg5QdNFKkGSACFBWhgaQdtHIUFoUR9BXlL+QE7trUAYM2JAhjx8QHAq9UEN6eJBjbvXQZME9kEdz+NBahHPQRKCy0HsSMtBpqPAQazeDUI9VQ9CFUcKQmPE7kEWfPlBtQX8QUhf3EHyxsRBW/mzQes9nkHCw4VBOtpXQcGBh0ENoVlBfngXQVPDv0AHZZpACxuCQHP4QkBehdg/fxeLvxT0iECY6ni+RROEwNuKvcCyF9HArQivwE5FSUHcvg9B3ZmtQHDk70AOIJ9A+xIpQC5cDb7tlhHAPNWQwIwSg8BsSDfAjjENwC49Jz/+MwC/KiU2wGVbVsBiwSTAVnU1QlbGL0JdbypCUZ0oQnVvJkK4nCVCtjwhQro4H0K9vyFCI3MnQr6SIUIzZh1CRZIeQiqvG0KZbxtC774bQvBkIELTdClC4hIxQrVOMUIzwihCQSowQtXIKkJi5R1C2MIUQrR0DEJswwRC0stSQnMzTEKWQEZC9xtAQqOgQkJiLUFCfHw9QuohOkIkrzhCbg4nQiZPI0KAAyRCpY4WQlRrHULEdyNCJMogQv5EJkJeRjZCLJovQtQ1KUL7myJCRTsMQt56EkKaoRlC8HAQQvlzCEJGtf1BeNz5QbBN9UHj0fBBmNEDQh78/EEws+VBSgHTQSPluEEVpp5B2ynbQfDGzkHKdMJBoqeoQZbiskGFNrZB3sKoQboHmkEqlIpBg5hlQfTzKUHW/h1BY4RvQXVuU0Gpfi5BSwgzQdLTFkE9yuJAKt1+wC/sQ8CNFwLARjrvvolMoD/TUms/mp7HPgC/mD9TnPc/oE0pQGqjDUGN8vhADZPTQDW2FkGmRPBArYrCQNARuECyZqRAI1NWQL4shkAqqqNAmr/CQL3AGUHL2gNBcJjiQPXy/0BDOw1B5rcbQfYKzkHGAMpBiIzBQfA84EFlu81BNfK4Qf5Dr0G3s6JBU0WWQZpm80Ee/uZBBjfYQehD0EHG98pBOcrEQfRvsEGU+JtBc+mIQfI/ekHw4WlBnXVdQXrne0Fgv2FBPhxQQe84REEVijZB2B8kQfyDE0FKUeZAguy2QP2MAEHYkcRASKinQMcqs0Duir1AoGDKQHFrn0FGOopBoxhrQbKmikHYNHFBZtFGQdr9IEHdYgFBuby0QA6LZUDd4UNAKoigQOpejEBMz5xAHTDNQDjD00ArT9hAUAoNwVyHFMGcECPBcEhRwUC1PsGi9jjB7QxkwbqphsENao7BGDXRwWUMvsETkJzBK/qxwUKRn8Gaso7BYQ+VwfsqlMHSf5HBZeOawRfcpMHNiq/Bs7SdwQArqMHKmr7BeGnOwc1X3MGytO3B6Z6pwZMJr8HFV63BCs2Swb5+l8FaY6bBMX6gwVDSjMHOjoDBeMlIwSO3YsGFdWrB/UeNwUhgicEmQnXB1g57we3TfsFSp4LB26iWwaT4psEj4azBuCe9wfJit8GjP7HBq4+ywRqEz8HvCgLCX9wMwtrBF8JToSDCkgD0wSF7EsID0CHC2g4ewua+GMLoiBPCz3W+weZAycFtzM7B2HHBwcsMz8HN3+3BZmoMwooUF8LOug3Cok4JwjaOBsLl3gTCuUYHwpcJBMJYuALCAuH8wQaC7sGNRu3BSjnawa50/sAC9RnBbM0ywd7PJ8FwxEDBEyFJwaIlWMG1X2LBIBlpwdVYJMEe8lzBTdR+wbG9lMFuAo/B4cKIweCwi8FpR4XBohlxwT06dcHpdITBsEabwVd6sMEO0q3BsFS3wbCNz8ENGdfBWATawTTXHsEu1gXB9vEVwX0SSsFi30TBhgpWwdI7nsHscLrB0wrOwWsA08FKedzB6/3mwYoJEsL6l/7B02Hmwfsq58EdDODBe0ndwaXk7MGQ3PnBlk4EwvmnDMIXWAXCW/H/wZP88MHwf+PBclnmwTvs/cFpIw3CGq8ZwipLIcLF3yPCBscgwsu/H8JLtBfCY9QMwvzcPMKuLT/CUo05wqSjNMJ6Ci7CuOIrwjM4HsJ1vw3CMUcAwpiY7sFubeDB6JLXwVtMAcILnunBZQjUweZ818EWlOLBdSHQwVYYJ8DGPZbA9i7JwOoEN8D1pqnAQ5fnwAqRDMECJC3B+klIwQtwG8C6LWXAI5SVwEJGw8CaE8vAO8bOwFM1D8Ea1yzBDY5ewbDmW8F24FTBKwFewQTDHcEWSEDBw3hxwdVLgcFzqIvBmuSbwSsGysA7Tt3ASpr8wCYXKcGSQh/B8vkTwYalO8EmnFLB9aFHwVInocF1gqPBht+fwZb1xMHg4bbBLnGfwXGMk8GDNWvBb+IpwbDnF8HyzRjBQDkrwTA/VMG8fUbB2iVLwZZveMEToZbBqhiwwVW3u8HQP8DB+B7AwfUemcFzQavBn6G9wYtdwsGuNM7BI/rXwTYZ48G7xd7BKsPXwQpU0MEGGtzBxhXRwb1izcHD69DB5VfZwQZL3MHTCeLBHtrkwSXhwcEeLc/BM7jfwf211MEdwc7Bkg/gwd1HwUD8MKJAq2l+QHJanEBWQXtAUANAQJJ+EUDGV/s/YxtEQC6u+0Dl3NhAXzuxQK1P20CITcdAxN+eQBvllkA+255AXMuIQFvJg0AdNAdAM1BZv3XEZr8KpAPAgiVmwH46osDQpd/A5KECwQNHUMAnYZnAEhO2wNqDXcHwaTXB4PHcwMJ5/sCw6enAqjauwBK2OMFiS1bBC/hmwddhMcEelF3BpZZiwcByJ8GdO97AasCdwFD56sDKgQbBKxTswNUxQMGq3QzBKi3PwI7M18BNyuLA7RvwwMuE7MACR+XAo7vhwBMw7cBgIObAte7uwD9zAsGSBBTBDr0swZgwEMGj/SPBxTsrwfotVcFSEkDB4C4qwYh6MMEqxj3BXeJNwfoCbMEym4bBgASWwR+YqcHQrKnB+cOnwaY+vMFuAdDBzCDFwWDBjMBRX7LA6rMFwQnaxMC7vgbBIkchwVKjPcEWDX3Bv7WTwUWogcCd6tDAbvsawSP1F8Hh3DfBbpRYwfu4gcFm3I/BeDGdwR8OncFK6ZXBesWGwa1bTsEqxlvBxh1cwRAZNsG14jDBQukgwcn4hUAbTOI/MPHqvTaWNkBtHGc/AJS0v0o4EcBuyUTAuLp/wHr+ib+qJiW/szEnP9BeW8CzNSC/I6yrP8JPGj8u9e6/4v+dwJ4Ut8Dq/dHAEznnwNrVv8CwT8nASBv1wMZFBMHrfxjB424wwfDHTcGQM2fBNnx2wagbXcFImm3Bk2N7wfU9gsHDSIjBrhaVwf5aQMH7sVXB6KRrwZA/p8HLrZrBg2WDwcp8k8GLTKTBMZK0weqH1cHaeOXBdUTkwR6AtsHZv8fBIqTYwT0pzMEzKcXB&quot;, 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&quot;}, &quot;pial_right&quot;: {&quot;_x&quot;: 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&quot;, 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&quot;, 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&quot;, 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MAACYTAAApEwAALBMAAC4TAAAxEwAANBMAADYTAAA4EwAAOxMAAD0TAAA/EwAAQhMAAEQTAABHEwAAShMAAEwTAABOEwAAURMAAFMTAABVEwAAWBMAAFoTAABdEwAAYBMAAGITAABkEwAAZxMAAGkTAABsEwAAbxMAAHETAAB0EwAAdxMAAHkTAAB7EwAAfhMAAIATAACCEwAAhRMAAIcTAACKEwAAjRMAAI8TAACREwAAlBMAAJYTAACZEwAAnBMAAJ4TAAChEwAApBMAAKYTAACoEwAAqxMAAK0TAACwEwAAsxMAALUTAAC4EwAAuxMAAL0TAAC/EwAAwhMAAMQTAADGEwAAyRMAAMsTAADOEwAA0RMAANMTAADVEwAA2BMAANoTAADcEwAA3xMAAOETAADkEwAA5xMAAOkTAADrEwAA7hMAAPATAADzEwAA9hMAAPgTAAD7EwAA/hMAAAAUAAACFAAABRQAAAcUAAAJFAAADBQAAA4UAAARFAAAFBQAABYUAAAYFAAAGxQAAB0UAAAgFAAAIxQAACUUAAAoFAAAKxQAAC0UAAAvFAAAMhQAADQUAAA3FAAAOhQAADwUAAA/FAAAQhQAAEQUAABGFAAASRQAAEsUAABNFAAAUBQAAFIUAABVFAAAWBQAAFoUAABcFAAAXxQAAGEUAABjFAAAZhQAAGgUAABrFAAAbhQAAHAUAAByFAAAdRQAAHcUAAB6FAAAfRQAAH8UAACCFAAAhRQAAIcUAACJFAAAjBQAAI4UAACQFAAAkxQAAJUUAACYFAAAmxQAAJ0UAACfFAAAohQAAKQUAACnFAAAqhQAAKwUAACvFAAAshQAALQUAAC2FAAAuRQAALsUAAC+FAAAwRQAAMMUAADGFAAAyRQAAMsUAADNFAAA0BQAANIUAADUFAAA1xQAANkUAADcFAAA3xQAAOEUAADjFAAA5hQAAOgUAADqFAAA7RQAAO8UAADyFAAA9RQAAPcUAAD5FAAA/BQAAP4UAAABFQAABBUAAAYVAAAJFQAADBUAAA4VAAAQFQAAExUAABUVAAAXFQAAGhUAABwVAAAfFQAAIhUAACQVAAAmFQAAKRUAACsVAAAuFQAAMRUAADMVAAA2FQAAORUAADsVAAA9FQAAQBUAAEIVAABFFQAASBUAAEoVAABNFQAAUBUAAFIVAABUFQAAVxUAAFkVAABbFQAAXhUAAGAVAABjFQAAZhUAAGgVAABqFQAAbRUAAG8VAAByFQAAdRUAAHcVAAB6FQAAfRUAAH8VAACBFQAAhBUAAIYVAACJFQAAjBUAAI4VAACRFQAAlBUAAJYVAACYFQAAmxUAAJ0VAACfFQAAohUAAKQVAACnFQAAqhUAAKwVAACuFQAAsRUAALMVAAC2FQAAuRUAALsVAAC+FQAAwRUAAMMVAADFFQAAyBUAAMoVAADNFQAA0BUAANIVAADVFQAA2BUAANoVAADcFQAA3xUAAOEVAADjFQAA5hUAAOgVAADrFQAA7hUAAPAVAADyFQAA9RUAAPcVAAD6FQAA/RUAAP8VAAACFgAABRYAAAcWAAAJFgAADBYAAA4WAAARFgAAFBYAABYWAAAZFgAAHBYAAB4WAAAgFgAAIxYAACUWAAAnFgAAKhYAACwWAAAvFgAAMhYAADQWAAA2FgAAORYAADsWAAA+FgAAQRYAAEMWAABGFgAASRYAAEsWAABNFgAAUBYAAFIWAABVFgAAWBYAAFoWAABdFgAAYBYAAGIWAABkFgAAZxYAAGkWAABrFgAAbhYAAHAWAABzFgAAdhYAAHgWAAB6FgAAfRYAAH8WAACCFgAAAwoAAIUWAACHFgAABgoAAIoWAACLFgAACAoAAI4WAACPFgAACgoAAJIWAACGFgAACwoAAJUWAACWFgAADQoAAJkWAACbFgAAEAoAAJ4WAACfFgAAEgoAAKIWAACjFgAAFAoAAKYWAACoFgAAFwoAAKsWAACsFgAAGQoAAK8WAACxFgAAHAoAALQWAAC1FgAAHgoAALgWAAC6FgAAIQoAAL0WAAC+FgAAIwoAAMEWAADDFgAAJgoAAMYWAADIFgAAKQoAAMsWAADNFgAALAoAANAWAADSFgAALwoAANUWAADXFgAAMgoAANoWAADcFgAANQoAAN8WAADhFgAAOAoAAOQWAADlFgAAOgoAAOgWAADqFgAAPQoAAO0WAADvFgAAQAoAAPIWAADzFgAAQgoAAPYWAAD3FgAARAoAAPoWAAD8FgAARwoAAP8WAAAAFwAASQoAAAMXAAAEFwAASwoAAAcXAAAJFwAATgoAAAwXAAANFwAAUAoAABAXAADpFgAAUQoAABMXAAAVFwAAVAoAABgXAAAZFwAAVgoAABwXAAAdFwAAWAoAACAXAAAiFwAAWwoAACUXAAAmFwAAXQoAACkXAAArFwAAYAoAAC4XAAAwFwAAYwoAADMXAAA0FwAAZQoAADcXAAA4FwAAZwoAADsXAAA9FwAAagoAAEAXAABBFwAAbAoAAEQXAABFFwAAbgoAAEgXAABKFwAAcQoAAE0XAABOFwAAcwoAAFEXAABTFwAAdgoAAFYXAABYFwAAeQoAAFsXAABcFwAAewoAAF8XAABgFwAAfQoAAGMXAABlFwAAgAoAAGgXAABpFwAAggoAAGwXAABuFwAAhQoAAHEXAABzFwAAiAoAAHYXAAB3FwAAigoAAHoXAAB7FwAAjAoAAH4XAACAFwAAjwoAAIMXAACEFwAAkQoAAIcXAACJFwAAlAoAAIwXAACOFwAAlwoAAJEXAACSFwAAmQoAAJUXAACWFwAAmwoAAJkXAACbFwAAngoAAJ4XAACfFwAAoAoAAKIXAACkFwAAowoAAKcXAACpFwAApgoAAKwXAACtFwAAqAoAALAXAACyFwAAqwoAALUXAAC3FwAArgoAALoXAAC7FwAAsAoAAL4XAADAFwAAswoAAMMXAADFFwAAtgoAAMgXAADJFwAAuAoAAMwXAADOFwAAuwoAANEXAADTFwAAvgoAANYXAADXFwAAwAoAANoXAADcFwAAwwoAAN8XAADhFwAAxgoAAOQXAADlFwAAyAoAAOgXAADqFwAAywoAAO0XAADvFwAAzgoAAPIXAADzFwAA0AoAAPYXAAD4FwAA0woAAPsXAAD9FwAA1goAAAAYAAABGAAA2AoAAAQYAAAFGAAA2goAAAgYAAAKGAAA3QoAAA0YAAAOGAAA3woAABEYAAASGAAA4QoAABUYAAAXGAAA5AoAABoYAAAbGAAA5goAAB4YAAD3FwAA5woAACEYAAAjGAAA6goAACYYAAAnGAAA7AoAACoYAAArGAAA7goAAC4YAAAwGAAA8QoAADMYAAA0GAAA8woAADcYAAA5GAAA9goAADwYAAA+GAAA+QoAAEEYAABCGAAA+woAAEUYAABGGAAA/QoAAEkYAABLGAAAAAsAAE4YAABPGAAAAgsAAFIYAABTGAAABAsAAFYYAABYGAAABwsAAFsYAABcGAAACQsAAF8YAABhGAAADAsAAGQYAABmGAAADwsAAGkYAABqGAAAEQsAAG0YAABuGAAAEwsAAHEYAABzGAAAFgsAAHYYAAB3GAAAGAsAAHoYAAB8GAAAGwsAAH8YAACBGAAAHgsAAIQYAACFGAAAIAsAAIgYAACJGAAAIgsAAIwYAACOGAAAJQsAAJEYAACSGAAAJwsAAJUYAACXGAAAKgsAAJoYAACcGAAALQsAAJ8YAACgGAAALwsAAKMYAACkGAAAMQsAAKcYAACpGAAANAsAAKwYAACtGAAANgsAALAYAACyGAAAOQsAALUYAAC3GAAAPAsAALoYAAC7GAAAPgsAAL4YAADAGAAAQQsAAMMYAADFGAAARAsAAMgYAADJGAAARgsAAMwYAADOGAAASQsAANEYAADTGAAATAsAANYYAADXGAAATgsAANoYAADcGAAAUQsAAN8YAADhGAAAVAsAAOQYAADlGAAAVgsAAOgYAADqGAAAWQsAAO0YAADvGAAAXAsAAPIYAADzGAAAXgsAAPYYAAD4GAAAYQsAAPsYAAD9GAAAZAsAAAAZAAABGQAAZgsAAAQZAAAGGQAAaQsAAAkZAAALGQAAbAsAAA4ZAAAPGQAAbgsAABIZAAATGQAAcAsAABYZAAAYGQAAcwsAABsZAAAcGQAAdQsAAB8ZAAAhGQAAeAsAACQZAAAmGQAAewsAACkZAAAqGQAAfQsAAC0ZAAAvGQAAgAsAADIZAAA0GQAAgwsAADcZAAA4GQAAhQsAADsZAAA8GQAAhwsAAD8ZAABBGQAAigsAAEQZAABFGQAAjAsAAEgZAABJGQAAjgsAAEwZAABOGQAAkQsAAFEZAABSGQAAkwsAAFUZAABXGQAAlgsAAFoZAABcGQAAmQsAAF8ZAABgGQAAmwsAAGMZAABkGQAAnQsAAGcZAABpGQAAoAsAAGwZAABtGQAAogsAAHAZAABxGQAApAsAAHQZAAB2GQAApwsAAHkZAAB6GQAAqQsAAH0ZAAB/GQAArAsAAIIZAACEGQAArwsAAIcZAACIGQAAsQsAAIsZAACMGQAAswsAAI8ZAACRGQAAtgsAAJQZAACVGQAAuAsAAJgZAAAgGQAAuQsAAJsZAACdGQAAvAsAAKAZAAChGQAAvgsAAKQZAACmGQAAwQsAAKkZAACrGQAAxAsAAK4ZAACvGQAAxgsAALIZAACzGQAAyAsAALYZAAC4GQAAywsAALsZAAC8GQAAzQsAAL8ZAADAGQAAzwsAAMMZAADFGQAA0gsAAMgZAADJGQAA1AsAAMwZAADOGQAA1wsAANEZAADTGQAA2gsAANYZAADXGQAA3AsAANoZAADbGQAA3gsAAN4ZAADgGQAA4QsAAOMZAADkGQAA4wsAAOcZAADpGQAA5gsAAOwZAADuGQAA6QsAAPEZAADyGQAA6wsAAPUZAAD3GQAA7gsAAPoZAAD8GQAA8QsAAP8ZAAAAGgAA8wsAAAMaAAAEGgAA9QsAAAcaAAAJGgAA+AsAAAwaAAANGgAA+gsAABAaAAARGgAA/AsAABQaAAAWGgAA/wsAABkaAAAaGgAAAQwAAB0aAAAfGgAABAwAACIaAAAkGgAABwwAACcaAAAoGgAACQwAACsaAAAsGgAACwwAAC8aAAAxGgAADgwAADQaAAA1GgAAEAwAADgaAAA5GgAAEgwAADwaAAA+GgAAFQwAAEEaAABCGgAAFwwAAEUaAABHGgAAGgwAAEoaAABMGgAAHQwAAE8aAABQGgAAHwwAAFMaAABUGgAAIQwAAFcaAABZGgAAJAwAAFwaAABdGgAAJgwAAGAaAABiGgAAKQwAAGUaAABnGgAALAwAAGoaAABrGgAALgwAAG4aAABwGgAAMQwAAHMaAAB1GgAANAwAAHgaAAB5GgAANgwAAHwaAAB9GgAAOAwAAIAaAACCGgAAOwwAAIUaAACGGgAAPQwAAIkaAACKGgAAPwwAAI0aAACPGgAAQgwAAJIaAACTGgAARAwAAJYaAACYGgAARwwAAJsaAACdGgAASgwAAKAaAAChGgAATAwAAKQaAAClGgAATgwAAKgaAACqGgAAUQwAAK0aAACuGgAAUwwAALEaAACzGgAAVgwAALYaAAC4GgAAWQwAALsaAAC8GgAAWwwAAL8aAADBGgAAXgwAAMQaAADGGgAAYQwAAMkaAADKGgAAYwwAAM0aAADOGgAAZQwAANEaAADTGgAAaAwAANYaAADXGgAAagwAANoaAADbGgAAbAwAAN4aAADgGgAAbwwAAOMaAADkGgAAcQwAAOcaAADpGgAAdAwAAOwaAADuGgAAdwwAAPEaAADyGgAAeQwAAPUaAAD2GgAAewwAAPkaAAD7GgAAfgwAAP4aAAD/GgAAgAwAAAIbAAAEGwAAgwwAAAcbAAAJGwAAhgwAAAwbAAANGwAAiAwAABAbAAASGwAAiwwAABUbAAAXGwAAjgwAABobAAAbGwAAkAwAAB4bAAAfGwAAkgwAACIbAAAkGwAAlQwAACcbAAAoGwAAlwwAACsbAAAsGwAAmQwAAC8bAAAxGwAAnAwAADQbAAA1GwAAngwAADgbAAA6GwAAoQwAAD0bAAA/GwAApAwAAEIbAABDGwAApgwAAEYbAABHGwAAqAwAAEobAABMGwAAqwwAAE8bAABQGwAArQwAAFMbAABVGwAAsAwAAFgbAABaGwAAswwAAF0bAABeGwAAtQwAAGEbAABjGwAAuAwAAGYbAABoGwAAuwwAAGsbAABsGwAAvQwAAG8bAABwGwAAvwwAAHMbAAB1GwAAwgwAAHgbAAB5GwAAxAwAAHwbAAB+GwAAxwwAAIEbAACDGwAAygwAAIYbAACHGwAAzAwAAIobAACMGwAAzwwAAI8bAACRGwAA0gwAAJQbAACVGwAA1AwAAJgbAACZGwAA1gwAAJwbAACeGwAA2QwAAKEbAACiGwAA2wwAAKUbAACnGwAA3gwAAKobAACsGwAA4QwAAK8bAACwGwAA4wwAALMbAAC1GwAA5gwAALgbAAC6GwAA6QwAAL0bAAC+GwAA6wwAAMEbAADCGwAA7QwAAMUbAADHGwAA8AwAAMobAADLGwAA8gwAAM4bAADQGwAA9QwAANMbAADVGwAA+AwAANgbAADZGwAA+gwAANwbAADeGwAA/QwAAOEbAADjGwAAAA0AAOYbAADnGwAAAg0AAOobAADrGwAABA0AAO4bAADwGwAABw0AAPMbAAD0GwAACQ0AAPcbAAD5GwAADA0AAPwbAAD+GwAADw0AAAEcAAACHAAAEQ0AAAUcAAAHHAAAFA0AAAocAAAMHAAAFw0AAA8cAAAQHAAAGQ0AABMcAAAUHAAAGw0AABccAAAZHAAAHg0AABwcAAAdHAAAIA0AACAcAAAiHAAAIw0AACUcAACDFgAAJg0AACgcAAApHAAAKA0AACscAAAtHAAAKw0AADAcAACIFgAALg0AADMcAAA0HAAAMA0AADYcAAA3HAAAMg0AADocAACMFgAANQ0AAD0cAAA+HAAANw0AAEAcAABBHAAAOQ0AAEQcAACQFgAAPA0AAEccAABIHAAAPg0AAEocAAAsHAAAPw0AAE0cAACTFgAAQg0AAFAcAABRHAAARA0AAFMcAABUHAAARg0AAFccAACXFgAASQ0AAFocAABbHAAASw0AAF0cAABfHAAATg0AAGIcAACcFgAAUQ0AAGUcAABmHAAAUw0AAGgcAABpHAAAVQ0AAGwcAACgFgAAWA0AAG8cAABwHAAAWg0AAHIcAABzHAAAXA0AAHYcAACkFgAAXw0AAHkcAAB6HAAAYQ0AAHwcAAB+HAAAZA0AAIEcAACpFgAAZw0AAIQcAACFHAAAaQ0AAIccAACIHAAAaw0AAIscAACtFgAAbg0AAI4cAACPHAAAcA0AAJEcAACTHAAAcw0AAJYcAACyFgAAdg0AAJkcAACaHAAAeA0AAJwcAACdHAAAeg0AAKAcAAC2FgAAfQ0AAKMcAACkHAAAfw0AAKYcAACoHAAAgg0AAKscAAC7FgAAhQ0AAK4cAACvHAAAhw0AALEcAACyHAAAiQ0AALUcAAC/FgAAjA0AALgcAAC5HAAAjg0AALscAAC9HAAAkQ0AAMAcAADEFgAAlA0AAMMcAADEHAAAlg0AAMYcAADIHAAAmQ0AAMscAADJFgAAnA0AAM4cAADPHAAAng0AANEcAADTHAAAoQ0AANYcAADOFgAApA0AANkcAADaHAAApg0AANwcAADeHAAAqQ0AAOEcAADTFgAArA0AAOQcAADlHAAArg0AAOccAADpHAAAsQ0AAOwcAADYFgAAtA0AAO8cAADwHAAAtg0AAPIcAAD0HAAAuQ0AAPccAADdFgAAvA0AAPocAAD7HAAAvg0AAP0cAAD/HAAAwQ0AAAIdAADiFgAAxA0AAAUdAAAGHQAAxg0AAAgdAAAJHQAAyA0AAAwdAADmFgAAyw0AAA8dAAAQHQAAzQ0AABIdAAAUHQAA0A0AABcdAADrFgAA0w0AABodAAAbHQAA1Q0AAB0dAAAfHQAA2A0AACIdAADwFgAA2w0AACUdAAAmHQAA3Q0AACgdAAApHQAA3w0AACwdAAD0FgAA4g0AAC8dAAAwHQAA5A0AADIdAAAzHQAA5g0AADYdAAD4FgAA6Q0AADkdAAA6HQAA6w0AADwdAAA+HQAA7g0AAEEdAAD9FgAA8Q0AAEQdAABFHQAA8w0AAEcdAABIHQAA9Q0AAEsdAAABFwAA+A0AAE4dAABPHQAA+g0AAFEdAABSHQAA/A0AAFUdAAAFFwAA/w0AAFgdAABZHQAAAQ4AAFsdAABdHQAABA4AAGAdAAAKFwAABw4AAGMdAABkHQAACQ4AAGYdAABnHQAACw4AAGodAAAOFwAADg4AAG0dAABuHQAAEA4AAHAdAAATHQAAEQ4AAHMdAAARFwAAFA4AAHYdAAB3HQAAFg4AAHkdAAB7HQAAGQ4AAH4dAAAWFwAAHA4AAIEdAACCHQAAHg4AAIQdAACFHQAAIA4AAIgdAAAaFwAAIw4AAIsdAACMHQAAJQ4AAI4dAACPHQAAJw4AAJIdAAAeFwAAKg4AAJUdAACWHQAALA4AAJgdAACaHQAALw4AAJ0dAAAjFwAAMg4AAKAdAAChHQAANA4AAKMdAACkHQAANg4AAKcdAAAnFwAAOQ4AAKodAACrHQAAOw4AAK0dAACvHQAAPg4AALIdAAAsFwAAQQ4AALUdAAC2HQAAQw4AALgdAAC6HQAARg4AAL0dAAAxFwAASQ4AAMAdAADBHQAASw4AAMMdAADEHQAATQ4AAMcdAAA1FwAAUA4AAModAADLHQAAUg4AAM0dAADOHQAAVA4AANEdAAA5FwAAVw4AANQdAADVHQAAWQ4AANcdAADZHQAAXA4AANwdAAA+FwAAXw4AAN8dAADgHQAAYQ4AAOIdAADjHQAAYw4AAOYdAABCFwAAZg4AAOkdAADqHQAAaA4AAOwdAADtHQAAag4AAPAdAABGFwAAbQ4AAPMdAAD0HQAAbw4AAPYdAAD4HQAAcg4AAPsdAABLFwAAdQ4AAP4dAAD/HQAAdw4AAAEeAAACHgAAeQ4AAAUeAABPFwAAfA4AAAgeAAAJHgAAfg4AAAseAAANHgAAgQ4AABAeAABUFwAAhA4AABMeAAAUHgAAhg4AABYeAAAYHgAAiQ4AABseAABZFwAAjA4AAB4eAAAfHgAAjg4AACEeAAAiHgAAkA4AACUeAABdFwAAkw4AACgeAAApHgAAlQ4AACseAAAsHgAAlw4AAC8eAABhFwAAmg4AADIeAAAzHgAAnA4AADUeAAA3HgAAnw4AADoeAABmFwAAog4AAD0eAAA+HgAApA4AAEAeAABBHgAApg4AAEQeAABqFwAAqQ4AAEceAABIHgAAqw4AAEoeAABMHgAArg4AAE8eAABvFwAAsQ4AAFIeAABTHgAAsw4AAFUeAABXHgAAtg4AAFoeAAB0FwAAuQ4AAF0eAABeHgAAuw4AAGAeAABhHgAAvQ4AAGQeAAB4FwAAwA4AAGceAABoHgAAwg4AAGoeAABrHgAAxA4AAG4eAAB8FwAAxw4AAHEeAAByHgAAyQ4AAHQeAAB2HgAAzA4AAHkeAACBFwAAzw4AAHweAAB9HgAA0Q4AAH8eAACAHgAA0w4AAIMeAACFFwAA1g4AAIYeAACHHgAA2A4AAIkeAACLHgAA2w4AAI4eAACKFwAA3g4AAJEeAACSHgAA4A4AAJQeAACWHgAA4w4AAJkeAACPFwAA5g4AAJweAACdHgAA6A4AAJ8eAACgHgAA6g4AAKMeAACTFwAA7Q4AAKYeAACnHgAA7w4AAKkeAACqHgAA8Q4AAK0eAACXFwAA9A4AALAeAACxHgAA9g4AALMeAAC1HgAA+Q4AALgeAACcFwAA/A4AALseAAC8HgAA/g4AAL4eAAC/HgAAAA8AAMIeAACgFwAAAw8AAMUeAADGHgAABQ8AAMgeAADKHgAACA8AAM0eAAClFwAACw8AANAeAADRHgAADQ8AANMeAADVHgAAEA8AANgeAACqFwAAEw8AANseAADcHgAAFQ8AAN4eAADfHgAAFw8AAOIeAACuFwAAGg8AAOUeAADmHgAAHA8AAOgeAADqHgAAHw8AAO0eAACzFwAAIg8AAPAeAADxHgAAJA8AAPMeAAD1HgAAJw8AAPgeAAC4FwAAKg8AAPseAAD8HgAALA8AAP4eAAD/HgAALg8AAAIfAAC8FwAAMQ8AAAUfAAAGHwAAMw8AAAgfAAAKHwAANg8AAA0fAADBFwAAOQ8AABAfAAARHwAAOw8AABMfAAAVHwAAPg8AABgfAADGFwAAQQ8AABsfAAAcHwAAQw8AAB4fAAAfHwAARQ8AACIfAADKFwAASA8AACUfAAAmHwAASg8AACgfAAAqHwAATQ8AAC0fAADPFwAAUA8AADAfAAAxHwAAUg8AADMfAAA1HwAAVQ8AADgfAADUFwAAWA8AADsfAAA8HwAAWg8AAD4fAAA/HwAAXA8AAEIfAADYFwAAXw8AAEUfAABGHwAAYQ8AAEgfAABKHwAAZA8AAE0fAADdFwAAZw8AAFAfAABRHwAAaQ8AAFMfAABVHwAAbA8AAFgfAADiFwAAbw8AAFsfAABcHwAAcQ8AAF4fAABfHwAAcw8AAGIfAADmFwAAdg8AAGUfAABmHwAAeA8AAGgfAABqHwAAew8AAG0fAADrFwAAfg8AAHAfAABxHwAAgA8AAHMfAAAjHAAAgw8AAHYfAADwFwAAhg8AAHkfAAB6HwAAiA8AAHwfAAB9HwAAig8AAH8fAAD0FwAAjQ8AAIIfAACDHwAAjw8AAIUfAACHHwAAkg8AAIofAAD5FwAAlQ8AAI0fAACOHwAAlw8AAJAfAAAuHAAAmg8AAJMfAAD+FwAAnQ8AAJYfAACXHwAAnw8AAJkfAACaHwAAoQ8AAJwfAAACGAAApA8AAJ8fAACgHwAApg8AAKIfAACjHwAAqA8AAKYfAAAGGAAAqw8AAKkfAACqHwAArQ8AAKwfAAA4HAAAsA8AAK8fAAALGAAAsw8AALIfAACzHwAAtQ8AALUfAAC2HwAAtw8AALgfAAAPGAAAug8AALsfAAC8HwAAvA8AAL4fAAC/HwAAvg8AAMIfAAATGAAAwQ8AAMUfAADGHwAAww8AAMgfAABCHAAAxg8AAMsfAAAYGAAAyQ8AAM4fAADPHwAAyw8AANEfAADSHwAAzQ8AANQfAAAcGAAA0A8AANcfAADYHwAA0g8AANofAACGHwAA0w8AAN0fAAAfGAAA1g8AAOAfAADhHwAA2A8AAOMfAABLHAAA2w8AAOYfAAAkGAAA3g8AAOkfAADqHwAA4A8AAOwfAADtHwAA4g8AAO8fAAAoGAAA5Q8AAPIfAADzHwAA5w8AAPUfAAD2HwAA6Q8AAPkfAAAsGAAA7A8AAPwfAAD9HwAA7g8AAP8fAABVHAAA8Q8AAAIgAAAxGAAA9A8AAAUgAAAGIAAA9g8AAAggAAAJIAAA+A8AAAsgAAA1GAAA+w8AAA4gAAAPIAAA/Q8AABEgAAATIAAAABAAABYgAAA6GAAAAxAAABkgAAAaIAAABRAAABwgAABgHAAACBAAAB8gAAA/GAAACxAAACIgAAAjIAAADRAAACUgAAAmIAAADxAAACggAABDGAAAEhAAACsgAAAsIAAAFBAAAC4gAAAvIAAAFhAAADIgAABHGAAAGRAAADUgAAA2IAAAGxAAADggAABqHAAAHhAAADsgAABMGAAAIRAAAD4gAAA/IAAAIxAAAEEgAABCIAAAJRAAAEQgAABQGAAAKBAAAEcgAABIIAAAKhAAAEogAABLIAAALBAAAE4gAABUGAAALxAAAFEgAABSIAAAMRAAAFQgAAB0HAAANBAAAFcgAABZGAAANxAAAFogAABbIAAAORAAAF0gAABeIAAAOxAAAGAgAABdGAAAPhAAAGMgAABkIAAAQBAAAGYgAABoIAAAQxAAAGsgAABiGAAARhAAAG4gAABvIAAASBAAAHEgAAB/HAAASxAAAHQgAABnGAAAThAAAHcgAAB4IAAAUBAAAHogAAB7IAAAUhAAAH0gAABrGAAAVRAAAIAgAACBIAAAVxAAAIMgAACEIAAAWRAAAIcgAABvGAAAXBAAAIogAACLIAAAXhAAAI0gAACJHAAAYRAAAJAgAAB0GAAAZBAAAJMgAACUIAAAZhAAAJYgAACXIAAAaBAAAJkgAAB4GAAAaxAAAJwgAACdIAAAbRAAAJ8gAAChIAAAcBAAAKQgAAB9GAAAcxAAAKcgAACoIAAAdRAAAKogAACUHAAAeBAAAK0gAACCGAAAexAAALAgAACxIAAAfRAAALMgAAC0IAAAfxAAALYgAACGGAAAghAAALkgAAC6IAAAhBAAALwgAAC9IAAAhhAAAMAgAACKGAAAiRAAAMMgAADEIAAAixAAAMYgAACeHAAAjhAAAMkgAACPGAAAkRAAAMwgAADNIAAAkxAAAM8gAADQIAAAlRAAANIgAACTGAAAmBAAANUgAADWIAAAmhAAANggAADaIAAAnRAAAN0gAACYGAAAoBAAAOAgAADhIAAAohAAAOMgAACpHAAApRAAAOYgAACdGAAAqBAAAOkgAADqIAAAqhAAAOwgAADtIAAArBAAAO8gAAChGAAArxAAAPIgAADzIAAAsRAAAPUgAAD2IAAAsxAAAPkgAAClGAAAthAAAPwgAAD9IAAAuBAAAP8gAACzHAAAuxAAAAIhAACqGAAAvhAAAAUhAAAGIQAAwBAAAAghAAAJIQAAwhAAAAshAACuGAAAxRAAAA4hAAAPIQAAxxAAABEhAAATIQAAyhAAABYhAACzGAAAzRAAABkhAAAaIQAAzxAAABwhAAC+HAAA0hAAAB8hAAC4GAAA1RAAACIhAAAjIQAA1xAAACUhAAAmIQAA2RAAACghAAC8GAAA3BAAACshAAAsIQAA3hAAAC4hAAAwIQAA4RAAADMhAADBGAAA5BAAADYhAAA3IQAA5hAAADkhAADJHAAA6RAAADwhAADGGAAA7BAAAD8hAABAIQAA7hAAAEIhAABDIQAA8BAAAEUhAADKGAAA8xAAAEghAABJIQAA9RAAAEshAABNIQAA+BAAAFAhAADPGAAA+xAAAFMhAABUIQAA/RAAAFYhAADUHAAAABEAAFkhAADUGAAAAxEAAFwhAABdIQAABREAAF8hAABgIQAABxEAAGIhAADYGAAAChEAAGUhAABmIQAADBEAAGghAABqIQAADxEAAG0hAADdGAAAEhEAAHAhAABxIQAAFBEAAHMhAADfHAAAFxEAAHYhAADiGAAAGhEAAHkhAAB6IQAAHBEAAHwhAAB9IQAAHhEAAH8hAADmGAAAIREAAIIhAACDIQAAIxEAAIUhAACHIQAAJhEAAIohAADrGAAAKREAAI0hAACOIQAAKxEAAJAhAADqHAAALhEAAJMhAADwGAAAMREAAJYhAACXIQAAMxEAAJkhAACaIQAANREAAJwhAAD0GAAAOBEAAJ8hAACgIQAAOhEAAKIhAACkIQAAPREAAKchAAD5GAAAQBEAAKohAACrIQAAQhEAAK0hAAD1HAAARREAALAhAAD+GAAASBEAALMhAAC0IQAAShEAALYhAAC3IQAATBEAALkhAAACGQAATxEAALwhAAC9IQAAUREAAL8hAABrHwAAVBEAAMIhAAAHGQAAVxEAAMUhAADGIQAAWREAAMghAAAAHQAAXBEAAMshAAAMGQAAXxEAAM4hAADPIQAAYREAANEhAADSIQAAYxEAANQhAAAQGQAAZhEAANchAADYIQAAaBEAANohAADbIQAAahEAAN0hAAAUGQAAbREAAOAhAADhIQAAbxEAAOMhAAAKHQAAchEAAOYhAAAZGQAAdREAAOkhAADqIQAAdxEAAOwhAADtIQAAeREAAO8hAAAdGQAAfBEAAPIhAADzIQAAfhEAAPUhAAD3IQAAgREAAPohAAAiGQAAhBEAAP0hAAD+IQAAhhEAAAAiAAAVHQAAiREAAAMiAAAnGQAAjBEAAAYiAAAHIgAAjhEAAAkiAAAKIgAAkBEAAAwiAAArGQAAkxEAAA8iAAAQIgAAlREAABIiAACIHwAAmBEAABUiAAAwGQAAmxEAABgiAAAZIgAAnREAABsiAAAgHQAAoBEAAB4iAAA1GQAAoxEAACEiAAAiIgAApREAACQiAAAlIgAApxEAACciAAA5GQAAqhEAACoiAAArIgAArBEAAC0iAAAuIgAArhEAADAiAAA9GQAAsREAADMiAAA0IgAAsxEAADYiAAAqHQAAthEAADkiAABCGQAAuREAADwiAAA9IgAAuxEAAD8iAABAIgAAvREAAEIiAABGGQAAwBEAAEUiAABGIgAAwhEAAEgiAABJIgAAxBEAAEwiAABKGQAAxxEAAE8iAABQIgAAyREAAFIiAAA0HQAAzBEAAFUiAABPGQAAzxEAAFgiAABZIgAA0REAAFsiAABcIgAA0xEAAF4iAABTGQAA1hEAAGEiAABiIgAA2BEAAGQiAACkHwAA2xEAAGciAABYGQAA3hEAAGoiAABrIgAA4BEAAG0iAAA/HQAA4xEAAHAiAABdGQAA5hEAAHMiAAB0IgAA6BEAAHYiAAB3IgAA6hEAAHkiAABhGQAA7REAAHwiAAB9IgAA7xEAAH8iAACAIgAA8REAAIIiAABlGQAA9BEAAIUiAACGIgAA9hEAAIgiAABJHQAA+REAAIsiAABqGQAA/BEAAI4iAACPIgAA/hEAAJEiAACSIgAAABIAAJQiAABuGQAAAxIAAJciAACYIgAABRIAAJoiAACbIgAABxIAAJ4iAAByGQAAChIAAKEiAACiIgAADBIAAKQiAABTHQAADxIAAKciAAB3GQAAEhIAAKoiAACrIgAAFBIAAK0iAACuIgAAFhIAALAiAAB7GQAAGRIAALMiAAC0IgAAGxIAALYiAADAHwAAHhIAALkiAACAGQAAIRIAALwiAAC9IgAAIxIAAL8iAABeHQAAJhIAAMIiAACFGQAAKRIAAMUiAADGIgAAKxIAAMgiAADJIgAALRIAAMsiAACJGQAAMBIAAM4iAADPIgAAMhIAANEiAADSIgAANBIAANQiAACNGQAANxIAANciAADYIgAAORIAANoiAABoHQAAPBIAAN0iAACSGQAAPxIAAOAiAADhIgAAQRIAAOMiAADkIgAAQxIAAOYiAACWGQAARhIAAOkiAADqIgAASBIAAOwiAAD2IQAASRIAAO4iAACZGQAATBIAAPEiAADyIgAAThIAAPQiAABxHQAAURIAAPciAACeGQAAVBIAAPoiAAD7IgAAVhIAAP0iAAD+IgAAWBIAAAAjAACiGQAAWxIAAAMjAAAEIwAAXRIAAAYjAADbHwAAYBIAAAkjAACnGQAAYxIAAAwjAAANIwAAZRIAAA8jAAB8HQAAaBIAABIjAACsGQAAaxIAABUjAAAWIwAAbRIAABgjAAAZIwAAbxIAABsjAACwGQAAchIAAB4jAAAfIwAAdBIAACEjAAAiIwAAdhIAACQjAAC0GQAAeRIAACcjAAAoIwAAexIAACojAACGHQAAfhIAAC0jAAC5GQAAgRIAADAjAAAxIwAAgxIAADMjAAA0IwAAhRIAADYjAAC9GQAAiBIAADkjAAA6IwAAihIAADwjAAA+IwAAjBIAAEEjAADBGQAAjxIAAEQjAABFIwAAkRIAAEcjAACQHQAAlBIAAEojAADGGQAAlxIAAE0jAABOIwAAmRIAAFAjAABRIwAAmxIAAFMjAADKGQAAnhIAAFYjAABXIwAAoBIAAFkjAAD3HwAAoxIAAFwjAADPGQAAphIAAF8jAABgIwAAqBIAAGIjAACbHQAAqxIAAGUjAADUGQAArhIAAGgjAABpIwAAsBIAAGsjAABsIwAAshIAAG4jAADYGQAAtRIAAHEjAAByIwAAtxIAAHQjAAB1IwAAuRIAAHcjAADcGQAAvBIAAHojAAB7IwAAvhIAAH0jAAClHQAAwRIAAIAjAADhGQAAxBIAAIMjAACEIwAAxhIAAIYjAACHIwAAyBIAAIkjAADlGQAAyxIAAIwjAACNIwAAzRIAAI8jAACQIwAA0BIAAJMjAADqGQAA0xIAAJYjAACXIwAA1RIAAJkjAACwHQAA2BIAAJwjAADvGQAA2xIAAJ8jAACgIwAA3RIAAKIjAACjIwAA3xIAAKUjAADzGQAA4hIAAKgjAACpIwAA5BIAAKsjAAAUIAAA5xIAAK4jAAD4GQAA6hIAALEjAACyIwAA7BIAALQjAAC7HQAA7xIAALcjAAD9GQAA8hIAALojAAC7IwAA9BIAAL0jAAC+IwAA9hIAAMAjAAABGgAA+RIAAMMjAADEIwAA+xIAAMYjAADHIwAA/RIAAMkjAAAFGgAAABMAAMwjAADNIwAAAhMAAM8jAADFHQAABRMAANIjAAAKGgAACBMAANUjAADWIwAAChMAANgjAADZIwAADBMAANsjAAAOGgAADxMAAN4jAADfIwAAERMAAOEjAAClIQAAExMAAOMjAAASGgAAFhMAAOYjAADnIwAAGBMAAOkjAADPHQAAGxMAAOwjAAAXGgAAHhMAAO8jAADwIwAAIBMAAPIjAADzIwAAIhMAAPUjAAAbGgAAJRMAAPgjAAD5IwAAJxMAAPsjAAAwIAAAKhMAAP4jAAAgGgAALRMAAAEkAAACJAAALxMAAAQkAADaHQAAMhMAAAckAAAlGgAANRMAAAokAAALJAAANxMAAA0kAAAOJAAAORMAABAkAAApGgAAPBMAABMkAAAUJAAAPhMAABYkAAAXJAAAQBMAABkkAAAtGgAAQxMAABwkAAAdJAAARRMAAB8kAADkHQAASBMAACIkAAAyGgAASxMAACUkAAAmJAAATRMAACgkAAApJAAATxMAACskAAA2GgAAUhMAAC4kAAAvJAAAVBMAADEkAAAzJAAAVhMAADYkAAA6GgAAWRMAADkkAAA6JAAAWxMAADwkAADuHQAAXhMAAD8kAAA/GgAAYRMAAEIkAABDJAAAYxMAAEUkAABGJAAAZRMAAEgkAABDGgAAaBMAAEskAABMJAAAahMAAE4kAABMIAAAbRMAAFEkAABIGgAAcBMAAFQkAABVJAAAchMAAFckAAD5HQAAdRMAAFokAABNGgAAeBMAAF0kAABeJAAAehMAAGAkAABhJAAAfBMAAGMkAABRGgAAfxMAAGYkAABnJAAAgRMAAGkkAABqJAAAgxMAAGwkAABVGgAAhhMAAG8kAABwJAAAiBMAAHIkAAADHgAAixMAAHUkAABaGgAAjhMAAHgkAAB5JAAAkBMAAHskAAB8JAAAkhMAAH4kAABeGgAAlRMAAIEkAACCJAAAlxMAAIQkAAD4IQAAmhMAAIYkAABjGgAAnRMAAIkkAACKJAAAnxMAAIwkAAAOHgAAohMAAI8kAABoGgAApRMAAJIkAACTJAAApxMAAJUkAACWJAAAqRMAAJgkAABsGgAArBMAAJskAACcJAAArhMAAJ4kAABpIAAAsRMAAKEkAABxGgAAtBMAAKQkAAClJAAAthMAAKckAAAZHgAAuRMAAKokAAB2GgAAvBMAAK0kAACuJAAAvhMAALAkAACxJAAAwBMAALMkAAB6GgAAwxMAALYkAAC3JAAAxRMAALkkAAC6JAAAxxMAALwkAAB+GgAAyhMAAL8kAADAJAAAzBMAAMIkAAAjHgAAzxMAAMUkAACDGgAA0hMAAMgkAADJJAAA1BMAAMskAADMJAAA1hMAAM4kAACHGgAA2RMAANEkAADSJAAA2xMAANQkAADWJAAA3RMAANkkAACLGgAA4BMAANwkAADdJAAA4hMAAN8kAAAtHgAA5RMAAOIkAACQGgAA6BMAAOUkAADmJAAA6hMAAOgkAADpJAAA7BMAAOskAACUGgAA7xMAAO4kAADvJAAA8RMAAPEkAACFIAAA9BMAAPQkAACZGgAA9xMAAPckAAD4JAAA+RMAAPokAAA4HgAA/BMAAP0kAACeGgAA/xMAAAAlAAABJQAAARQAAAMlAAAEJQAAAxQAAAYlAACiGgAABhQAAAklAAAKJQAACBQAAAwlAAANJQAAChQAAA8lAACmGgAADRQAABIlAAATJQAADxQAABUlAABCHgAAEhQAABglAACrGgAAFRQAABslAAAcJQAAFxQAAB4lAAAfJQAAGRQAACElAACvGgAAHBQAACQlAAAlJQAAHhQAACclAABKIgAAIRQAACklAAC0GgAAJBQAACwlAAAtJQAAJhQAAC8lAABNHgAAKRQAADIlAAC5GgAALBQAADUlAAA2JQAALhQAADglAAA5JQAAMBQAADslAAC9GgAAMxQAAD4lAAA/JQAANRQAAEElAACiIAAAOBQAAEQlAADCGgAAOxQAAEclAABIJQAAPRQAAEolAABYHgAAQBQAAE0lAADHGgAAQxQAAFAlAABRJQAARRQAAFMlAABUJQAARxQAAFYlAADLGgAAShQAAFklAABaJQAATBQAAFwlAABdJQAAThQAAF8lAADPGgAAURQAAGIlAABjJQAAUxQAAGUlAABiHgAAVhQAAGglAADUGgAAWRQAAGslAABsJQAAWxQAAG4lAABvJQAAXRQAAHElAADYGgAAYBQAAHQlAAB1JQAAYhQAAHclAAB5JQAAZBQAAHwlAADcGgAAZxQAAH8lAACAJQAAaRQAAIIlAABsHgAAbBQAAIUlAADhGgAAbxQAAIglAACJJQAAcRQAAIslAACMJQAAcxQAAI4lAADlGgAAdhQAAJElAACSJQAAeBQAAJQlAAC+IAAAexQAAJclAADqGgAAfhQAAJolAACbJQAAgBQAAJ0lAAB3HgAAgxQAAKAlAADvGgAAhhQAAKMlAACkJQAAiBQAAKYlAACnJQAAihQAAKklAADzGgAAjRQAAKwlAACtJQAAjxQAAK8lAACwJQAAkRQAALIlAAD3GgAAlBQAALUlAAC2JQAAlhQAALglAACBHgAAmRQAALslAAD8GgAAnBQAAL4lAAC/JQAAnhQAAMElAADCJQAAoBQAAMQlAAAAGwAAoxQAAMclAADIJQAApRQAAMolAACcIgAAqBQAAMwlAAAFGwAAqxQAAM8lAADQJQAArRQAANIlAACMHgAAsBQAANUlAAAKGwAAsxQAANglAADZJQAAtRQAANslAADcJQAAtxQAAN4lAAAOGwAAuhQAAOElAADiJQAAvBQAAOQlAADbIAAAvxQAAOclAAATGwAAwhQAAOolAADrJQAAxBQAAO0lAACXHgAAxxQAAPAlAAAYGwAAyhQAAPMlAAD0JQAAzBQAAPYlAAD3JQAAzhQAAPklAAAcGwAA0RQAAPwlAAD9JQAA0xQAAP8lAAAAJgAA1RQAAAImAAAgGwAA2BQAAAUmAAAGJgAA2hQAAAgmAAChHgAA3RQAAAsmAAAlGwAA4BQAAA4mAAAPJgAA4hQAABEmAAASJgAA5BQAABQmAAApGwAA5xQAABcmAAAYJgAA6RQAABomAAA/IwAA6xQAAB4mAAAtGwAA7hQAACEmAAAiJgAA8BQAACQmAACrHgAA8xQAACcmAAAyGwAA9hQAAComAAArJgAA+BQAAC0mAAAuJgAA+hQAADAmAAA2GwAA/RQAADMmAAA0JgAA/xQAADYmAAD3IAAAAhUAADkmAAA7GwAABRUAADwmAAA9JgAABxUAAD8mAAC2HgAAChUAAEImAABAGwAADRUAAEUmAABGJgAADxUAAEgmAABJJgAAERUAAEsmAABEGwAAFBUAAE4mAABPJgAAFhUAAFEmAABSJgAAGBUAAFQmAABIGwAAGxUAAFcmAABYJgAAHRUAAFomAADAHgAAIBUAAF0mAABNGwAAIxUAAGAmAABhJgAAJRUAAGMmAABkJgAAJxUAAGYmAABRGwAAKhUAAGkmAABqJgAALBUAAGwmAACRIwAALxUAAG4mAABWGwAAMhUAAHEmAAByJgAANBUAAHQmAADLHgAANxUAAHcmAABbGwAAOhUAAHomAAB7JgAAPBUAAH0mAAB+JgAAPhUAAIAmAABfGwAAQRUAAIMmAACEJgAAQxUAAIYmAAAUIQAARhUAAIkmAABkGwAASRUAAIwmAACNJgAASxUAAI8mAADWHgAAThUAAJImAABpGwAAURUAAJUmAACWJgAAUxUAAJgmAACZJgAAVRUAAJsmAABtGwAAWBUAAJ4mAACfJgAAWhUAAKEmAACiJgAAXBUAAKQmAABxGwAAXxUAAKcmAACoJgAAYRUAAKomAADgHgAAZBUAAK0mAAB2GwAAZxUAALAmAACxJgAAaRUAALMmAAC0JgAAaxUAALYmAAB6GwAAbhUAALkmAAC6JgAAcBUAALwmAAA0JAAAcxUAAMAmAAB/GwAAdhUAAMMmAADEJgAAeBUAAMYmAADrHgAAexUAAMkmAACEGwAAfhUAAMwmAADNJgAAgBUAAM8mAADQJgAAghUAANImAACIGwAAhRUAANUmAADWJgAAhxUAANgmAAAxIQAAihUAANsmAACNGwAAjRUAAN4mAADfJgAAjxUAAOEmAAD2HgAAkhUAAOQmAACSGwAAlRUAAOcmAADoJgAAlxUAAOomAADrJgAAmRUAAO0mAACWGwAAnBUAAPAmAADxJgAAnhUAAPMmAAD0JgAAoBUAAPYmAACaGwAAoxUAAPkmAAD6JgAApRUAAPwmAAAAHwAAqBUAAP8mAACfGwAAqxUAAAInAAADJwAArRUAAAUnAAAGJwAArxUAAAgnAACjGwAAshUAAAsnAAAMJwAAtBUAAA4nAADXJAAAtxUAABEnAACoGwAAuhUAABQnAAAVJwAAvBUAABcnAAALHwAAvxUAABonAACtGwAAwhUAAB0nAAAeJwAAxBUAACAnAAAhJwAAxhUAACMnAACxGwAAyRUAACYnAAAnJwAAyxUAACknAABOIQAAzhUAACwnAAC2GwAA0RUAAC8nAAAwJwAA0xUAADInAAAWHwAA1hUAADUnAAC7GwAA2RUAADgnAAA5JwAA2xUAADsnAAA8JwAA3RUAAD4nAAC/GwAA4BUAAEEnAABCJwAA4hUAAEQnAABFJwAA5BUAAEcnAADDGwAA5xUAAEonAABLJwAA6RUAAE0nAAAgHwAA7BUAAFAnAADIGwAA7xUAAFMnAABUJwAA8RUAAFYnAABXJwAA8xUAAFknAADMGwAA9hUAAFwnAABdJwAA+BUAAF8nAAB6JQAA+xUAAGInAADRGwAA/hUAAGUnAABmJwAAABYAAGgnAAArHwAAAxYAAGsnAADWGwAABhYAAG4nAABvJwAACBYAAHEnAAByJwAAChYAAHQnAADaGwAADRYAAHcnAAB4JwAADxYAAHonAABrIQAAEhYAAH0nAADfGwAAFRYAAIAnAACBJwAAFxYAAIMnAAA2HwAAGhYAAIYnAADkGwAAHRYAAIknAACKJwAAHxYAAIwnAACNJwAAIRYAAI8nAADoGwAAJBYAAJInAACTJwAAJhYAAJUnAACWJwAAKBYAAJgnAADsGwAAKxYAAJsnAACcJwAALRYAAJ4nAABAHwAAMBYAAKEnAADxGwAAMxYAAKQnAAClJwAANRYAAKcnAACoJwAANxYAAKonAAD1GwAAOhYAAK0nAACuJwAAPBYAALAnAAAcJgAAPxYAALMnAAD6GwAAQhYAALYnAAC3JwAARBYAALknAABLHwAARxYAALwnAAD/GwAAShYAAL8nAADAJwAATBYAAMInAADDJwAAThYAAMUnAAADHAAAURYAAMgnAADJJwAAUxYAAMsnAACIIQAAVhYAAM4nAAAIHAAAWRYAANEnAADSJwAAWxYAANQnAABWHwAAXhYAANcnAAANHAAAYRYAANonAADbJwAAYxYAAN0nAADeJwAAZRYAAOAnAAARHAAAaBYAAOMnAADkJwAAahYAAOYnAADnJwAAbBYAAOknAAAVHAAAbxYAAOwnAADtJwAAcRYAAO8nAABgHwAAdBYAAPInAAAaHAAAdxYAAPUnAAD2JwAAeRYAAPgnAAD5JwAAexYAAPsnAAAeHAAAfhYAAP4nAAD/JwAAgBYAAAEoAACCAgAAAgoAAAMKAACFAgAABQoAAAYKAACHAgAABwoAAAgKAACJAgAACQoAAAoKAACEAgAABAoAAAsKAACMAgAADAoAAA0KAACPAgAADwoAABAKAACRAgAAEQoAABIKAACTAgAAEwoAABQKAACWAgAAFgoAABcKAACYAgAAGAoAABkKAACbAgAAGwoAABwKAACdAgAAHQoAAB4KAACgAgAAIAoAACEKAACiAgAAIgoAACMKAAClAgAAJQoAACYKAACoAgAAKAoAACkKAACrAgAAKwoAACwKAACuAgAALgoAAC8KAACxAgAAMQoAADIKAAC0AgAANAoAADUKAAC3AgAANwoAADgKAAC5AgAAOQoAADoKAAC8AgAAPAoAAD0KAAC/AgAAPwoAAEAKAADBAgAAQQoAAEIKAADDAgAAQwoAAEQKAADGAgAARgoAAEcKAADIAgAASAoAAEkKAADKAgAASgoAAEsKAADNAgAATQoAAE4KAADPAgAATwoAAFAKAAC7AgAAOwoAAFEKAADTAgAAUwoAAFQKAADVAgAAVQoAAFYKAADXAgAAVwoAAFgKAADaAgAAWgoAAFsKAADcAgAAXAoAAF0KAADfAgAAXwoAAGAKAADiAgAAYgoAAGMKAADkAgAAZAoAAGUKAADmAgAAZgoAAGcKAADpAgAAaQoAAGoKAADrAgAAawoAAGwKAADtAgAAbQoAAG4KAADwAgAAcAoAAHEKAADyAgAAcgoAAHMKAAD1AgAAdQoAAHYKAAD4AgAAeAoAAHkKAAD6AgAAegoAAHsKAAD8AgAAfAoAAH0KAAD/AgAAfwoAAIAKAAABAwAAgQoAAIIKAAAEAwAAhAoAAIUKAAAHAwAAhwoAAIgKAAAJAwAAiQoAAIoKAAALAwAAiwoAAIwKAAAOAwAAjgoAAI8KAAAQAwAAkAoAAJEKAAATAwAAkwoAAJQKAAAWAwAAlgoAAJcKAAAYAwAAmAoAAJkKAAAaAwAAmgoAAJsKAAAdAwAAnQoAAJ4KAAAfAwAAnwoAAKAKAAAiAwAAogoAAKMKAAAlAwAApQoAAKYKAAAnAwAApwoAAKgKAAAqAwAAqgoAAKsKAAAtAwAArQoAAK4KAAAvAwAArwoAALAKAAAyAwAAsgoAALMKAAA1AwAAtQoAALYKAAA3AwAAtwoAALgKAAA6AwAAugoAALsKAAA9AwAAvQoAAL4KAAA/AwAAvwoAAMAKAABCAwAAwgoAAMMKAABFAwAAxQoAAMYKAABHAwAAxwoAAMgKAABKAwAAygoAAMsKAABNAwAAzQoAAM4KAABPAwAAzwoAANAKAABSAwAA0goAANMKAABVAwAA1QoAANYKAABXAwAA1woAANgKAABZAwAA2QoAANoKAABcAwAA3AoAAN0KAABeAwAA3goAAN8KAABgAwAA4AoAAOEKAABjAwAA4woAAOQKAABlAwAA5QoAAOYKAABRAwAA0QoAAOcKAABpAwAA6QoAAOoKAABrAwAA6woAAOwKAABtAwAA7QoAAO4KAABwAwAA8AoAAPEKAAByAwAA8goAAPMKAAB1AwAA9QoAAPYKAAB4AwAA+AoAAPkKAAB6AwAA+goAAPsKAAB8AwAA/AoAAP0KAAB/AwAA/woAAAALAACBAwAAAQsAAAILAACDAwAAAwsAAAQLAACGAwAABgsAAAcLAACIAwAACAsAAAkLAACLAwAACwsAAAwLAACOAwAADgsAAA8LAACQAwAAEAsAABELAACSAwAAEgsAABMLAACVAwAAFQsAABYLAACXAwAAFwsAABgLAACaAwAAGgsAABsLAACdAwAAHQsAAB4LAACfAwAAHwsAACALAAChAwAAIQsAACILAACkAwAAJAsAACULAACmAwAAJgsAACcLAACpAwAAKQsAACoLAACsAwAALAsAAC0LAACuAwAALgsAAC8LAACwAwAAMAsAADELAACzAwAAMwsAADQLAAC1AwAANQsAADYLAAC4AwAAOAsAADkLAAC7AwAAOwsAADwLAAC9AwAAPQsAAD4LAADAAwAAQAsAAEELAADDAwAAQwsAAEQLAADFAwAARQsAAEYLAADIAwAASAsAAEkLAADLAwAASwsAAEwLAADNAwAATQsAAE4LAADQAwAAUAsAAFELAADTAwAAUwsAAFQLAADVAwAAVQsAAFYLAADYAwAAWAsAAFkLAADbAwAAWwsAAFwLAADdAwAAXQsAAF4LAADgAwAAYAsAAGELAADjAwAAYwsAAGQLAADlAwAAZQsAAGYLAADoAwAAaAsAAGkLAADrAwAAawsAAGwLAADtAwAAbQsAAG4LAADvAwAAbwsAAHALAADyAwAAcgsAAHMLAAD0AwAAdAsAAHULAAD3AwAAdwsAAHgLAAD6AwAAegsAAHsLAAD8AwAAfAsAAH0LAAD/AwAAfwsAAIALAAACBAAAggsAAIMLAAAEBAAAhAsAAIULAAAGBAAAhgsAAIcLAAAJBAAAiQsAAIoLAAALBAAAiwsAAIwLAAANBAAAjQsAAI4LAAAQBAAAkAsAAJELAAASBAAAkgsAAJMLAAAVBAAAlQsAAJYLAAAYBAAAmAsAAJkLAAAaBAAAmgsAAJsLAAAcBAAAnAsAAJ0LAAAfBAAAnwsAAKALAAAhBAAAoQsAAKILAAAjBAAAowsAAKQLAAAmBAAApgsAAKcLAAAoBAAAqAsAAKkLAAArBAAAqwsAAKwLAAAuBAAArgsAAK8LAAAwBAAAsAsAALELAAAyBAAAsgsAALMLAAA1BAAAtQsAALYLAAA3BAAAtwsAALgLAAD2AwAAdgsAALkLAAA7BAAAuwsAALwLAAA9BAAAvQsAAL4LAABABAAAwAsAAMELAABDBAAAwwsAAMQLAABFBAAAxQsAAMYLAABHBAAAxwsAAMgLAABKBAAAygsAAMsLAABMBAAAzAsAAM0LAABOBAAAzgsAAM8LAABRBAAA0QsAANILAABTBAAA0wsAANQLAABWBAAA1gsAANcLAABZBAAA2QsAANoLAABbBAAA2wsAANwLAABdBAAA3QsAAN4LAABgBAAA4AsAAOELAABiBAAA4gsAAOMLAABlBAAA5QsAAOYLAABoBAAA6AsAAOkLAABqBAAA6gsAAOsLAABtBAAA7QsAAO4LAABwBAAA8AsAAPELAAByBAAA8gsAAPMLAAB0BAAA9AsAAPULAAB3BAAA9wsAAPgLAAB5BAAA+QsAAPoLAAB7BAAA+wsAAPwLAAB+BAAA/gsAAP8LAACABAAAAAwAAAEMAACDBAAAAwwAAAQMAACGBAAABgwAAAcMAACIBAAACAwAAAkMAACKBAAACgwAAAsMAACNBAAADQwAAA4MAACPBAAADwwAABAMAACRBAAAEQwAABIMAACUBAAAFAwAABUMAACWBAAAFgwAABcMAACZBAAAGQwAABoMAACcBAAAHAwAAB0MAACeBAAAHgwAAB8MAACgBAAAIAwAACEMAACjBAAAIwwAACQMAAClBAAAJQwAACYMAACoBAAAKAwAACkMAACrBAAAKwwAACwMAACtBAAALQwAAC4MAACwBAAAMAwAADEMAACzBAAAMwwAADQMAAC1BAAANQwAADYMAAC3BAAANwwAADgMAAC6BAAAOgwAADsMAAC8BAAAPAwAAD0MAAC+BAAAPgwAAD8MAADBBAAAQQwAAEIMAADDBAAAQwwAAEQMAADGBAAARgwAAEcMAADJBAAASQwAAEoMAADLBAAASwwAAEwMAADNBAAATQwAAE4MAADQBAAAUAwAAFEMAADSBAAAUgwAAFMMAADVBAAAVQwAAFYMAADYBAAAWAwAAFkMAADaBAAAWgwAAFsMAADdBAAAXQwAAF4MAADgBAAAYAwAAGEMAADiBAAAYgwAAGMMAADkBAAAZAwAAGUMAADnBAAAZwwAAGgMAADpBAAAaQwAAGoMAADrBAAAawwAAGwMAADuBAAAbgwAAG8MAADwBAAAcAwAAHEMAADzBAAAcwwAAHQMAAD2BAAAdgwAAHcMAAD4BAAAeAwAAHkMAAD6BAAAegwAAHsMAAD9BAAAfQwAAH4MAAD/BAAAfwwAAIAMAAACBQAAggwAAIMMAAAFBQAAhQwAAIYMAAAHBQAAhwwAAIgMAAAKBQAAigwAAIsMAAANBQAAjQwAAI4MAAAPBQAAjwwAAJAMAAARBQAAkQwAAJIMAAAUBQAAlAwAAJUMAAAWBQAAlgwAAJcMAAAYBQAAmAwAAJkMAAAbBQAAmwwAAJwMAAAdBQAAnQwAAJ4MAAAgBQAAoAwAAKEMAAAjBQAAowwAAKQMAAAlBQAApQwAAKYMAAAnBQAApwwAAKgMAAAqBQAAqgwAAKsMAAAsBQAArAwAAK0MAAAvBQAArwwAALAMAAAyBQAAsgwAALMMAAA0BQAAtAwAALUMAAA3BQAAtwwAALgMAAA6BQAAugwAALsMAAA8BQAAvAwAAL0MAAA+BQAAvgwAAL8MAABBBQAAwQwAAMIMAABDBQAAwwwAAMQMAABGBQAAxgwAAMcMAABJBQAAyQwAAMoMAABLBQAAywwAAMwMAABOBQAAzgwAAM8MAABRBQAA0QwAANIMAABTBQAA0wwAANQMAABVBQAA1QwAANYMAABYBQAA2AwAANkMAABaBQAA2gwAANsMAABdBQAA3QwAAN4MAABgBQAA4AwAAOEMAABiBQAA4gwAAOMMAABlBQAA5QwAAOYMAABoBQAA6AwAAOkMAABqBQAA6gwAAOsMAABsBQAA7AwAAO0MAABvBQAA7wwAAPAMAABxBQAA8QwAAPIMAAB0BQAA9AwAAPUMAAB3BQAA9wwAAPgMAAB5BQAA+QwAAPoMAAB8BQAA/AwAAP0MAAB/BQAA/wwAAAANAACBBQAAAQ0AAAINAACDBQAAAw0AAAQNAACGBQAABg0AAAcNAACIBQAACA0AAAkNAACLBQAACw0AAAwNAACOBQAADg0AAA8NAACQBQAAEA0AABENAACTBQAAEw0AABQNAACWBQAAFg0AABcNAACYBQAAGA0AABkNAACaBQAAGg0AABsNAACdBQAAHQ0AAB4NAACfBQAAHw0AACANAACiBQAAIg0AACMNAACDAgAAJQ0AACYNAAClBQAAJw0AACgNAACnBQAAKg0AACsNAACGAgAALQ0AAC4NAACqBQAALw0AADANAACrBQAAMQ0AADINAACIAgAANA0AADUNAACuBQAANg0AADcNAACvBQAAOA0AADkNAACKAgAAOw0AADwNAACyBQAAPQ0AAD4NAACmBQAAKQ0AAD8NAACLAgAAQQ0AAEINAAC1BQAAQw0AAEQNAAC2BQAARQ0AAEYNAACNAgAASA0AAEkNAAC5BQAASg0AAEsNAAC7BQAATQ0AAE4NAACQAgAAUA0AAFENAAC+BQAAUg0AAFMNAAC/BQAAVA0AAFUNAACSAgAAVw0AAFgNAADCBQAAWQ0AAFoNAADDBQAAWw0AAFwNAACUAgAAXg0AAF8NAADGBQAAYA0AAGENAADIBQAAYw0AAGQNAACXAgAAZg0AAGcNAADLBQAAaA0AAGkNAADMBQAAag0AAGsNAACZAgAAbQ0AAG4NAADPBQAAbw0AAHANAADRBQAAcg0AAHMNAACcAgAAdQ0AAHYNAADUBQAAdw0AAHgNAADVBQAAeQ0AAHoNAACeAgAAfA0AAH0NAADYBQAAfg0AAH8NAADaBQAAgQ0AAIINAAChAgAAhA0AAIUNAADdBQAAhg0AAIcNAADeBQAAiA0AAIkNAACjAgAAiw0AAIwNAADhBQAAjQ0AAI4NAADjBQAAkA0AAJENAACmAgAAkw0AAJQNAADmBQAAlQ0AAJYNAADoBQAAmA0AAJkNAACpAgAAmw0AAJwNAADrBQAAnQ0AAJ4NAADtBQAAoA0AAKENAACsAgAAow0AAKQNAADwBQAApQ0AAKYNAADyBQAAqA0AAKkNAACvAgAAqw0AAKwNAAD1BQAArQ0AAK4NAAD3BQAAsA0AALENAACyAgAAsw0AALQNAAD6BQAAtQ0AALYNAAD8BQAAuA0AALkNAAC1AgAAuw0AALwNAAD/BQAAvQ0AAL4NAAABBgAAwA0AAMENAAC4AgAAww0AAMQNAAAEBgAAxQ0AAMYNAAAFBgAAxw0AAMgNAAC6AgAAyg0AAMsNAAAIBgAAzA0AAM0NAAAKBgAAzw0AANANAAC9AgAA0g0AANMNAAANBgAA1A0AANUNAAAPBgAA1w0AANgNAADAAgAA2g0AANsNAAASBgAA3A0AAN0NAAATBgAA3g0AAN8NAADCAgAA4Q0AAOINAAAWBgAA4w0AAOQNAAAXBgAA5Q0AAOYNAADEAgAA6A0AAOkNAAAaBgAA6g0AAOsNAAAcBgAA7Q0AAO4NAADHAgAA8A0AAPENAAAfBgAA8g0AAPMNAAAgBgAA9A0AAPUNAADJAgAA9w0AAPgNAAAjBgAA+Q0AAPoNAAAkBgAA+w0AAPwNAADLAgAA/g0AAP8NAAAnBgAAAA4AAAEOAAApBgAAAw4AAAQOAADOAgAABg4AAAcOAAAsBgAACA4AAAkOAAAtBgAACg4AAAsOAADQAgAADQ4AAA4OAAAwBgAADw4AABAOAAAJBgAAzg0AABEOAADRAgAAEw4AABQOAAAzBgAAFQ4AABYOAAA1BgAAGA4AABkOAADUAgAAGw4AABwOAAA4BgAAHQ4AAB4OAAA5BgAAHw4AACAOAADWAgAAIg4AACMOAAA8BgAAJA4AACUOAAA9BgAAJg4AACcOAADYAgAAKQ4AACoOAABABgAAKw4AACwOAABCBgAALg4AAC8OAADbAgAAMQ4AADIOAABFBgAAMw4AADQOAABGBgAANQ4AADYOAADdAgAAOA4AADkOAABJBgAAOg4AADsOAABLBgAAPQ4AAD4OAADgAgAAQA4AAEEOAABOBgAAQg4AAEMOAABQBgAARQ4AAEYOAADjAgAASA4AAEkOAABTBgAASg4AAEsOAABUBgAATA4AAE0OAADlAgAATw4AAFAOAABXBgAAUQ4AAFIOAABYBgAAUw4AAFQOAADnAgAAVg4AAFcOAABbBgAAWA4AAFkOAABdBgAAWw4AAFwOAADqAgAAXg4AAF8OAABgBgAAYA4AAGEOAABhBgAAYg4AAGMOAADsAgAAZQ4AAGYOAABkBgAAZw4AAGgOAABlBgAAaQ4AAGoOAADuAgAAbA4AAG0OAABoBgAAbg4AAG8OAABqBgAAcQ4AAHIOAADxAgAAdA4AAHUOAABtBgAAdg4AAHcOAABuBgAAeA4AAHkOAADzAgAAew4AAHwOAABxBgAAfQ4AAH4OAABzBgAAgA4AAIEOAAD2AgAAgw4AAIQOAAB2BgAAhQ4AAIYOAAB4BgAAiA4AAIkOAAD5AgAAiw4AAIwOAAB7BgAAjQ4AAI4OAAB8BgAAjw4AAJAOAAD7AgAAkg4AAJMOAAB/BgAAlA4AAJUOAACABgAAlg4AAJcOAAD9AgAAmQ4AAJoOAACDBgAAmw4AAJwOAACFBgAAng4AAJ8OAAAAAwAAoQ4AAKIOAACIBgAAow4AAKQOAACJBgAApQ4AAKYOAAACAwAAqA4AAKkOAACMBgAAqg4AAKsOAACOBgAArQ4AAK4OAAAFAwAAsA4AALEOAACRBgAAsg4AALMOAACTBgAAtQ4AALYOAAAIAwAAuA4AALkOAACWBgAAug4AALsOAACXBgAAvA4AAL0OAAAKAwAAvw4AAMAOAACaBgAAwQ4AAMIOAACbBgAAww4AAMQOAAAMAwAAxg4AAMcOAACeBgAAyA4AAMkOAACgBgAAyw4AAMwOAAAPAwAAzg4AAM8OAACjBgAA0A4AANEOAACkBgAA0g4AANMOAAARAwAA1Q4AANYOAACnBgAA1w4AANgOAACpBgAA2g4AANsOAAAUAwAA3Q4AAN4OAACsBgAA3w4AAOAOAACuBgAA4g4AAOMOAAAXAwAA5Q4AAOYOAACxBgAA5w4AAOgOAACyBgAA6Q4AAOoOAAAZAwAA7A4AAO0OAAC1BgAA7g4AAO8OAAC2BgAA8A4AAPEOAAAbAwAA8w4AAPQOAAC5BgAA9Q4AAPYOAAC7BgAA+A4AAPkOAAAeAwAA+w4AAPwOAAC+BgAA/Q4AAP4OAAC/BgAA/w4AAAAPAAAgAwAAAg8AAAMPAADCBgAABA8AAAUPAADEBgAABw8AAAgPAAAjAwAACg8AAAsPAADHBgAADA8AAA0PAADJBgAADw8AABAPAAAmAwAAEg8AABMPAADMBgAAFA8AABUPAADNBgAAFg8AABcPAAAoAwAAGQ8AABoPAADQBgAAGw8AABwPAADSBgAAHg8AAB8PAAArAwAAIQ8AACIPAADVBgAAIw8AACQPAADXBgAAJg8AACcPAAAuAwAAKQ8AACoPAADaBgAAKw8AACwPAADbBgAALQ8AAC4PAAAwAwAAMA8AADEPAADeBgAAMg8AADMPAADgBgAANQ8AADYPAAAzAwAAOA8AADkPAADjBgAAOg8AADsPAADlBgAAPQ8AAD4PAAA2AwAAQA8AAEEPAADoBgAAQg8AAEMPAADpBgAARA8AAEUPAAA4AwAARw8AAEgPAADsBgAASQ8AAEoPAADuBgAATA8AAE0PAAA7AwAATw8AAFAPAADxBgAAUQ8AAFIPAADzBgAAVA8AAFUPAAA+AwAAVw8AAFgPAAD2BgAAWQ8AAFoPAAD3BgAAWw8AAFwPAABAAwAAXg8AAF8PAAD6BgAAYA8AAGEPAAD8BgAAYw8AAGQPAABDAwAAZg8AAGcPAAD/BgAAaA8AAGkPAAABBwAAaw8AAGwPAABGAwAAbg8AAG8PAAAEBwAAcA8AAHEPAAAFBwAAcg8AAHMPAABIAwAAdQ8AAHYPAAAIBwAAdw8AAHgPAAAKBwAAeg8AAHsPAABLAwAAfQ8AAH4PAAANBwAAfw8AAIAPAACjBQAAgg8AAIMPAABOAwAAhQ8AAIYPAAAQBwAAhw8AAIgPAAARBwAAiQ8AAIoPAABQAwAAjA8AAI0PAAATBwAAjg8AAI8PAAAVBwAAkQ8AAJIPAABTAwAAlA8AAJUPAAAYBwAAlg8AAJcPAACoBQAAmQ8AAJoPAABWAwAAnA8AAJ0PAAAbBwAAng8AAJ8PAAAcBwAAoA8AAKEPAABYAwAAow8AAKQPAAAeBwAApQ8AAKYPAAAfBwAApw8AAKgPAABaAwAAqg8AAKsPAAAiBwAArA8AAK0PAACsBQAArw8AALAPAABdAwAAsg8AALMPAAAlBwAAtA8AALUPAAAmBwAAtg8AALcPAABfAwAAuQ8AALoPAAAoBwAAuw8AALwPAAApBwAAvQ8AAL4PAABhAwAAwA8AAMEPAAAsBwAAwg8AAMMPAACwBQAAxQ8AAMYPAABkAwAAyA8AAMkPAAAvBwAAyg8AAMsPAAAwBwAAzA8AAM0PAABmAwAAzw8AANAPAAAyBwAA0Q8AANIPAAAUBwAAkA8AANMPAABnAwAA1Q8AANYPAAA1BwAA1w8AANgPAACzBQAA2g8AANsPAABqAwAA3Q8AAN4PAAA4BwAA3w8AAOAPAAA5BwAA4Q8AAOIPAABsAwAA5A8AAOUPAAA7BwAA5g8AAOcPAAA8BwAA6A8AAOkPAABuAwAA6w8AAOwPAAA/BwAA7Q8AAO4PAAC3BQAA8A8AAPEPAABxAwAA8w8AAPQPAABCBwAA9Q8AAPYPAABDBwAA9w8AAPgPAABzAwAA+g8AAPsPAABFBwAA/A8AAP0PAABHBwAA/w8AAAAQAAB2AwAAAhAAAAMQAABKBwAABBAAAAUQAAC8BQAABxAAAAgQAAB5AwAAChAAAAsQAABNBwAADBAAAA0QAABOBwAADhAAAA8QAAB7AwAAERAAABIQAABQBwAAExAAABQQAABRBwAAFRAAABYQAAB9AwAAGBAAABkQAABUBwAAGhAAABsQAADABQAAHRAAAB4QAACAAwAAIBAAACEQAABXBwAAIhAAACMQAABYBwAAJBAAACUQAACCAwAAJxAAACgQAABaBwAAKRAAACoQAABbBwAAKxAAACwQAACEAwAALhAAAC8QAABeBwAAMBAAADEQAADEBQAAMxAAADQQAACHAwAANhAAADcQAABhBwAAOBAAADkQAABiBwAAOhAAADsQAACJAwAAPRAAAD4QAABkBwAAPxAAAEAQAABmBwAAQhAAAEMQAACMAwAARRAAAEYQAABpBwAARxAAAEgQAADJBQAAShAAAEsQAACPAwAATRAAAE4QAABsBwAATxAAAFAQAABtBwAAURAAAFIQAACRAwAAVBAAAFUQAABvBwAAVhAAAFcQAABwBwAAWBAAAFkQAACTAwAAWxAAAFwQAABzBwAAXRAAAF4QAADNBQAAYBAAAGEQAACWAwAAYxAAAGQQAAB2BwAAZRAAAGYQAAB3BwAAZxAAAGgQAACYAwAAahAAAGsQAAB5BwAAbBAAAG0QAAB7BwAAbxAAAHAQAACbAwAAchAAAHMQAAB+BwAAdBAAAHUQAADSBQAAdxAAAHgQAACeAwAAehAAAHsQAACBBwAAfBAAAH0QAACCBwAAfhAAAH8QAACgAwAAgRAAAIIQAACEBwAAgxAAAIQQAACFBwAAhRAAAIYQAACiAwAAiBAAAIkQAACIBwAAihAAAIsQAADWBQAAjRAAAI4QAAClAwAAkBAAAJEQAACLBwAAkhAAAJMQAACMBwAAlBAAAJUQAACnAwAAlxAAAJgQAACOBwAAmRAAAJoQAACQBwAAnBAAAJ0QAACqAwAAnxAAAKAQAACTBwAAoRAAAKIQAADbBQAApBAAAKUQAACtAwAApxAAAKgQAACWBwAAqRAAAKoQAACXBwAAqxAAAKwQAACvAwAArhAAAK8QAACZBwAAsBAAALEQAACaBwAAshAAALMQAACxAwAAtRAAALYQAACdBwAAtxAAALgQAADfBQAAuhAAALsQAAC0AwAAvRAAAL4QAACgBwAAvxAAAMAQAAChBwAAwRAAAMIQAAC2AwAAxBAAAMUQAACjBwAAxhAAAMcQAAClBwAAyRAAAMoQAAC5AwAAzBAAAM0QAACoBwAAzhAAAM8QAADkBQAA0RAAANIQAAC8AwAA1BAAANUQAACrBwAA1hAAANcQAACsBwAA2BAAANkQAAC+AwAA2xAAANwQAACuBwAA3RAAAN4QAACwBwAA4BAAAOEQAADBAwAA4xAAAOQQAACzBwAA5RAAAOYQAADpBQAA6BAAAOkQAADEAwAA6xAAAOwQAAC2BwAA7RAAAO4QAAC3BwAA7xAAAPAQAADGAwAA8hAAAPMQAAC5BwAA9BAAAPUQAAC7BwAA9xAAAPgQAADJAwAA+hAAAPsQAAC+BwAA/BAAAP0QAADuBQAA/xAAAAARAADMAwAAAhEAAAMRAADBBwAABBEAAAURAADCBwAABhEAAAcRAADOAwAACREAAAoRAADEBwAACxEAAAwRAADGBwAADhEAAA8RAADRAwAAEREAABIRAADJBwAAExEAABQRAADzBQAAFhEAABcRAADUAwAAGREAABoRAADMBwAAGxEAABwRAADNBwAAHREAAB4RAADWAwAAIBEAACERAADPBwAAIhEAACMRAADRBwAAJREAACYRAADZAwAAKBEAACkRAADUBwAAKhEAACsRAAD4BQAALREAAC4RAADcAwAAMBEAADERAADXBwAAMhEAADMRAADYBwAANBEAADURAADeAwAANxEAADgRAADaBwAAOREAADoRAADcBwAAPBEAAD0RAADhAwAAPxEAAEARAADfBwAAQREAAEIRAAD9BQAARBEAAEURAADkAwAARxEAAEgRAADiBwAASREAAEoRAADjBwAASxEAAEwRAADmAwAAThEAAE8RAADlBwAAUBEAAFERAAALBwAAUxEAAFQRAADpAwAAVhEAAFcRAADoBwAAWBEAAFkRAAACBgAAWxEAAFwRAADsAwAAXhEAAF8RAADrBwAAYBEAAGERAADsBwAAYhEAAGMRAADuAwAAZREAAGYRAADuBwAAZxEAAGgRAADvBwAAaREAAGoRAADwAwAAbBEAAG0RAADxBwAAbhEAAG8RAAAGBgAAcREAAHIRAADzAwAAdBEAAHURAAD0BwAAdhEAAHcRAAD1BwAAeBEAAHkRAAD1AwAAexEAAHwRAAD3BwAAfREAAH4RAAD5BwAAgBEAAIERAAD4AwAAgxEAAIQRAAD8BwAAhREAAIYRAAALBgAAiBEAAIkRAAD7AwAAixEAAIwRAAD/BwAAjREAAI4RAAAACAAAjxEAAJARAAD9AwAAkhEAAJMRAAACCAAAlBEAAJURAAAWBwAAlxEAAJgRAAAABAAAmhEAAJsRAAAFCAAAnBEAAJ0RAAAQBgAAnxEAAKARAAADBAAAohEAAKMRAAAICAAApBEAAKURAAAJCAAAphEAAKcRAAAFBAAAqREAAKoRAAALCAAAqxEAAKwRAAAMCAAArREAAK4RAAAHBAAAsBEAALERAAAOCAAAshEAALMRAAAUBgAAtREAALYRAAAKBAAAuBEAALkRAAARCAAAuhEAALsRAAASCAAAvBEAAL0RAAAMBAAAvxEAAMARAAAUCAAAwREAAMIRAAAVCAAAwxEAAMQRAAAOBAAAxhEAAMcRAAAYCAAAyBEAAMkRAAAYBgAAyxEAAMwRAAARBAAAzhEAAM8RAAAbCAAA0BEAANERAAAcCAAA0hEAANMRAAATBAAA1REAANYRAAAeCAAA1xEAANgRAAAgBwAA2hEAANsRAAAWBAAA3REAAN4RAAAhCAAA3xEAAOARAAAdBgAA4hEAAOMRAAAZBAAA5REAAOYRAAAkCAAA5xEAAOgRAAAlCAAA6REAAOoRAAAbBAAA7BEAAO0RAAAnCAAA7hEAAO8RAAAoCAAA8BEAAPERAAAdBAAA8xEAAPQRAAAqCAAA9REAAPYRAAAhBgAA+BEAAPkRAAAgBAAA+xEAAPwRAAAtCAAA/REAAP4RAAAuCAAA/xEAAAASAAAiBAAAAhIAAAMSAAAwCAAABBIAAAUSAAAxCAAABhIAAAcSAAAkBAAACRIAAAoSAAA0CAAACxIAAAwSAAAlBgAADhIAAA8SAAAnBAAAERIAABISAAA3CAAAExIAABQSAAA4CAAAFRIAABYSAAApBAAAGBIAABkSAAA6CAAAGhIAABsSAAAqBwAAHRIAAB4SAAAsBAAAIBIAACESAAA9CAAAIhIAACMSAAAqBgAAJRIAACYSAAAvBAAAKBIAACkSAABACAAAKhIAACsSAABBCAAALBIAAC0SAAAxBAAALxIAADASAABDCAAAMRIAADISAABECAAAMxIAADQSAAAzBAAANhIAADcSAABGCAAAOBIAADkSAAAuBgAAOxIAADwSAAA2BAAAPhIAAD8SAABJCAAAQBIAAEESAABKCAAAQhIAAEMSAAA4BAAARRIAAEYSAABMCAAARxIAAEgSAAD4BwAAfxEAAEkSAAA5BAAASxIAAEwSAABOCAAATRIAAE4SAAAxBgAAUBIAAFESAAA8BAAAUxIAAFQSAABRCAAAVRIAAFYSAABSCAAAVxIAAFgSAAA+BAAAWhIAAFsSAABUCAAAXBIAAF0SAAAzBwAAXxIAAGASAABBBAAAYhIAAGMSAABXCAAAZBIAAGUSAAA2BgAAZxIAAGgSAABEBAAAahIAAGsSAABaCAAAbBIAAG0SAABbCAAAbhIAAG8SAABGBAAAcRIAAHISAABdCAAAcxIAAHQSAABeCAAAdRIAAHYSAABIBAAAeBIAAHkSAABgCAAAehIAAHsSAAA6BgAAfRIAAH4SAABLBAAAgBIAAIESAABjCAAAghIAAIMSAABkCAAAhBIAAIUSAABNBAAAhxIAAIgSAABmCAAAiRIAAIoSAABoCAAAixIAAIwSAABPBAAAjhIAAI8SAABrCAAAkBIAAJESAAA+BgAAkxIAAJQSAABSBAAAlhIAAJcSAABuCAAAmBIAAJkSAABvCAAAmhIAAJsSAABUBAAAnRIAAJ4SAABxCAAAnxIAAKASAAA9BwAAohIAAKMSAABXBAAApRIAAKYSAAB0CAAApxIAAKgSAABDBgAAqhIAAKsSAABaBAAArRIAAK4SAAB3CAAArxIAALASAAB4CAAAsRIAALISAABcBAAAtBIAALUSAAB6CAAAthIAALcSAAB7CAAAuBIAALkSAABeBAAAuxIAALwSAAB9CAAAvRIAAL4SAABHBgAAwBIAAMESAABhBAAAwxIAAMQSAACACAAAxRIAAMYSAACBCAAAxxIAAMgSAABjBAAAyhIAAMsSAACDCAAAzBIAAM0SAACECAAAzxIAANASAABmBAAA0hIAANMSAACHCAAA1BIAANUSAABMBgAA1xIAANgSAABpBAAA2hIAANsSAACKCAAA3BIAAN0SAACLCAAA3hIAAN8SAABrBAAA4RIAAOISAACNCAAA4xIAAOQSAABIBwAA5hIAAOcSAABuBAAA6RIAAOoSAACQCAAA6xIAAOwSAABRBgAA7hIAAO8SAABxBAAA8RIAAPISAACTCAAA8xIAAPQSAACUCAAA9RIAAPYSAABzBAAA+BIAAPkSAACWCAAA+hIAAPsSAACXCAAA/BIAAP0SAAB1BAAA/xIAAAATAACZCAAAARMAAAITAABVBgAABBMAAAUTAAB4BAAABxMAAAgTAACcCAAACRMAAAoTAACdCAAACxMAAAwTAAB6BAAADhMAAA8TAACfCAAAEBMAABETAADdBwAAEhMAABMTAAB8BAAAFRMAABYTAAChCAAAFxMAABgTAABZBgAAGhMAABsTAAB/BAAAHRMAAB4TAACkCAAAHxMAACATAAClCAAAIRMAACITAACBBAAAJBMAACUTAACnCAAAJhMAACcTAABSBwAAKRMAACoTAACEBAAALBMAAC0TAACqCAAALhMAAC8TAABeBgAAMRMAADITAACHBAAANBMAADUTAACtCAAANhMAADcTAACuCAAAOBMAADkTAACJBAAAOxMAADwTAACwCAAAPRMAAD4TAACxCAAAPxMAAEATAACLBAAAQhMAAEMTAACzCAAARBMAAEUTAABiBgAARxMAAEgTAACOBAAAShMAAEsTAAC2CAAATBMAAE0TAAC3CAAAThMAAE8TAACQBAAAURMAAFITAAC5CAAAUxMAAFQTAAC7CAAAVRMAAFYTAACSBAAAWBMAAFkTAAC+CAAAWhMAAFsTAABmBgAAXRMAAF4TAACVBAAAYBMAAGETAADBCAAAYhMAAGMTAADCCAAAZBMAAGUTAACXBAAAZxMAAGgTAADECAAAaRMAAGoTAABcBwAAbBMAAG0TAACaBAAAbxMAAHATAADHCAAAcRMAAHITAABrBgAAdBMAAHUTAACdBAAAdxMAAHgTAADKCAAAeRMAAHoTAADLCAAAexMAAHwTAACfBAAAfhMAAH8TAADNCAAAgBMAAIETAADOCAAAghMAAIMTAAChBAAAhRMAAIYTAADQCAAAhxMAAIgTAABvBgAAihMAAIsTAACkBAAAjRMAAI4TAADTCAAAjxMAAJATAADUCAAAkRMAAJITAACmBAAAlBMAAJUTAADWCAAAlhMAAJcTAAD6BwAAmRMAAJoTAACpBAAAnBMAAJ0TAADYCAAAnhMAAJ8TAAB0BgAAoRMAAKITAACsBAAApBMAAKUTAADbCAAAphMAAKcTAADcCAAAqBMAAKkTAACuBAAAqxMAAKwTAADeCAAArRMAAK4TAABnBwAAsBMAALETAACxBAAAsxMAALQTAADhCAAAtRMAALYTAAB5BgAAuBMAALkTAAC0BAAAuxMAALwTAADkCAAAvRMAAL4TAADlCAAAvxMAAMATAAC2BAAAwhMAAMMTAADnCAAAxBMAAMUTAADoCAAAxhMAAMcTAAC4BAAAyRMAAMoTAADqCAAAyxMAAMwTAAB9BgAAzhMAAM8TAAC7BAAA0RMAANITAADtCAAA0xMAANQTAADuCAAA1RMAANYTAAC9BAAA2BMAANkTAADwCAAA2hMAANsTAADyCAAA3BMAAN0TAAC/BAAA3xMAAOATAAD1CAAA4RMAAOITAACBBgAA5BMAAOUTAADCBAAA5xMAAOgTAAD4CAAA6RMAAOoTAAD5CAAA6xMAAOwTAADEBAAA7hMAAO8TAAD7CAAA8BMAAPETAABxBwAA8xMAAPQTAADHBAAA9hMAAPcTAAD+CAAA+BMAAPkTAACGBgAA+xMAAPwTAADKBAAA/hMAAP8TAAABCQAAABQAAAEUAAACCQAAAhQAAAMUAADMBAAABRQAAAYUAAAECQAABxQAAAgUAAAFCQAACRQAAAoUAADOBAAADBQAAA0UAAAHCQAADhQAAA8UAACKBgAAERQAABIUAADRBAAAFBQAABUUAAAKCQAAFhQAABcUAAALCQAAGBQAABkUAADTBAAAGxQAABwUAAANCQAAHRQAAB4UAAAWCAAAIBQAACEUAADWBAAAIxQAACQUAAAPCQAAJRQAACYUAACPBgAAKBQAACkUAADZBAAAKxQAACwUAAASCQAALRQAAC4UAAATCQAALxQAADAUAADbBAAAMhQAADMUAAAVCQAANBQAADUUAAB8BwAANxQAADgUAADeBAAAOhQAADsUAAAYCQAAPBQAAD0UAACUBgAAPxQAAEAUAADhBAAAQhQAAEMUAAAbCQAARBQAAEUUAAAcCQAARhQAAEcUAADjBAAASRQAAEoUAAAeCQAASxQAAEwUAAAfCQAATRQAAE4UAADlBAAAUBQAAFEUAAAhCQAAUhQAAFMUAACYBgAAVRQAAFYUAADoBAAAWBQAAFkUAAAkCQAAWhQAAFsUAAAlCQAAXBQAAF0UAADqBAAAXxQAAGAUAAAnCQAAYRQAAGIUAAApCQAAYxQAAGQUAADsBAAAZhQAAGcUAAAsCQAAaBQAAGkUAACcBgAAaxQAAGwUAADvBAAAbhQAAG8UAAAvCQAAcBQAAHEUAAAwCQAAchQAAHMUAADxBAAAdRQAAHYUAAAyCQAAdxQAAHgUAACGBwAAehQAAHsUAAD0BAAAfRQAAH4UAAA1CQAAfxQAAIAUAAChBgAAghQAAIMUAAD3BAAAhRQAAIYUAAA4CQAAhxQAAIgUAAA5CQAAiRQAAIoUAAD5BAAAjBQAAI0UAAA7CQAAjhQAAI8UAAA8CQAAkBQAAJEUAAD7BAAAkxQAAJQUAAA+CQAAlRQAAJYUAAClBgAAmBQAAJkUAAD+BAAAmxQAAJwUAABBCQAAnRQAAJ4UAABCCQAAnxQAAKAUAAAABQAAohQAAKMUAABECQAApBQAAKUUAAAyCAAApxQAAKgUAAADBQAAqhQAAKsUAABGCQAArBQAAK0UAACqBgAArxQAALAUAAAGBQAAshQAALMUAABJCQAAtBQAALUUAABKCQAAthQAALcUAAAIBQAAuRQAALoUAABMCQAAuxQAALwUAACRBwAAvhQAAL8UAAALBQAAwRQAAMIUAABPCQAAwxQAAMQUAACvBgAAxhQAAMcUAAAOBQAAyRQAAMoUAABSCQAAyxQAAMwUAABTCQAAzRQAAM4UAAAQBQAA0BQAANEUAABVCQAA0hQAANMUAABWCQAA1BQAANUUAAASBQAA1xQAANgUAABYCQAA2RQAANoUAACzBgAA3BQAAN0UAAAVBQAA3xQAAOAUAABbCQAA4RQAAOIUAABcCQAA4xQAAOQUAAAXBQAA5hQAAOcUAABeCQAA6BQAAOkUAABpCAAA6hQAAOsUAAAZBQAA7RQAAO4UAABiCQAA7xQAAPAUAAC3BgAA8hQAAPMUAAAcBQAA9RQAAPYUAABlCQAA9xQAAPgUAABmCQAA+RQAAPoUAAAeBQAA/BQAAP0UAABoCQAA/hQAAP8UAACbBwAAARUAAAIVAAAhBQAABBUAAAUVAABrCQAABhUAAAcVAAC8BgAACRUAAAoVAAAkBQAADBUAAA0VAABuCQAADhUAAA8VAABvCQAAEBUAABEVAAAmBQAAExUAABQVAABxCQAAFRUAABYVAAByCQAAFxUAABgVAAAoBQAAGhUAABsVAAB0CQAAHBUAAB0VAADABgAAHxUAACAVAAArBQAAIhUAACMVAAB3CQAAJBUAACUVAAB4CQAAJhUAACcVAAAtBQAAKRUAACoVAAB6CQAAKxUAACwVAACFCAAALhUAAC8VAAAwBQAAMRUAADIVAAB8CQAAMxUAADQVAADFBgAANhUAADcVAAAzBQAAORUAADoVAAB/CQAAOxUAADwVAACACQAAPRUAAD4VAAA1BQAAQBUAAEEVAACCCQAAQhUAAEMVAACmBwAARRUAAEYVAAA4BQAASBUAAEkVAACFCQAAShUAAEsVAADKBgAATRUAAE4VAAA7BQAAUBUAAFEVAACICQAAUhUAAFMVAACJCQAAVBUAAFUVAAA9BQAAVxUAAFgVAACLCQAAWRUAAFoVAACMCQAAWxUAAFwVAAA/BQAAXhUAAF8VAACOCQAAYBUAAGEVAADOBgAAYxUAAGQVAABCBQAAZhUAAGcVAACRCQAAaBUAAGkVAACSCQAAahUAAGsVAABEBQAAbRUAAG4VAACUCQAAbxUAAHAVAAC8CAAAchUAAHMVAABHBQAAdRUAAHYVAACYCQAAdxUAAHgVAADTBgAAehUAAHsVAABKBQAAfRUAAH4VAACbCQAAfxUAAIAVAACcCQAAgRUAAIIVAABMBQAAhBUAAIUVAACeCQAAhhUAAIcVAACxBwAAiRUAAIoVAABPBQAAjBUAAI0VAAChCQAAjhUAAI8VAADYBgAAkRUAAJIVAABSBQAAlBUAAJUVAACkCQAAlhUAAJcVAAClCQAAmBUAAJkVAABUBQAAmxUAAJwVAACnCQAAnRUAAJ4VAACoCQAAnxUAAKAVAABWBQAAohUAAKMVAACqCQAApBUAAKUVAADcBgAApxUAAKgVAABZBQAAqhUAAKsVAACtCQAArBUAAK0VAACuCQAArhUAAK8VAABbBQAAsRUAALIVAACwCQAAsxUAALQVAADzCAAAthUAALcVAABeBQAAuRUAALoVAACzCQAAuxUAALwVAADhBgAAvhUAAL8VAABhBQAAwRUAAMIVAAC2CQAAwxUAAMQVAAC3CQAAxRUAAMYVAABjBQAAyBUAAMkVAAC5CQAAyhUAAMsVAAC8BwAAzRUAAM4VAABmBQAA0BUAANEVAAC8CQAA0hUAANMVAADmBgAA1RUAANYVAABpBQAA2BUAANkVAAC/CQAA2hUAANsVAADACQAA3BUAAN0VAABrBQAA3xUAAOAVAADCCQAA4RUAAOIVAADDCQAA4xUAAOQVAABtBQAA5hUAAOcVAADFCQAA6BUAAOkVAADqBgAA6xUAAOwVAABwBQAA7hUAAO8VAADICQAA8BUAAPEVAADJCQAA8hUAAPMVAAByBQAA9RUAAPYVAADLCQAA9xUAAPgVAAAqCQAA+hUAAPsVAAB1BQAA/RUAAP4VAADOCQAA/xUAAAAWAADvBgAAAhYAAAMWAAB4BQAABRYAAAYWAADRCQAABxYAAAgWAADSCQAACRYAAAoWAAB6BQAADBYAAA0WAADUCQAADhYAAA8WAADHBwAAERYAABIWAAB9BQAAFBYAABUWAADXCQAAFhYAABcWAAD0BgAAGRYAABoWAACABQAAHBYAAB0WAADaCQAAHhYAAB8WAADbCQAAIBYAACEWAACCBQAAIxYAACQWAADdCQAAJRYAACYWAADeCQAAJxYAACgWAACEBQAAKhYAACsWAADgCQAALBYAAC0WAAD4BgAALxYAADAWAACHBQAAMhYAADMWAADjCQAANBYAADUWAADkCQAANhYAADcWAACJBQAAORYAADoWAADmCQAAOxYAADwWAABgCQAAPhYAAD8WAACMBQAAQRYAAEIWAADpCQAAQxYAAEQWAAD9BgAARhYAAEcWAACPBQAASRYAAEoWAADsCQAASxYAAEwWAADtCQAATRYAAE4WAACRBQAAUBYAAFEWAADvCQAAUhYAAFMWAADSBwAAVRYAAFYWAACUBQAAWBYAAFkWAADyCQAAWhYAAFsWAAACBwAAXRYAAF4WAACXBQAAYBYAAGEWAAD1CQAAYhYAAGMWAAD2CQAAZBYAAGUWAACZBQAAZxYAAGgWAAD4CQAAaRYAAGoWAAD5CQAAaxYAAGwWAACbBQAAbhYAAG8WAAD7CQAAcBYAAHEWAAAGBwAAcxYAAHQWAACeBQAAdhYAAHcWAAD+CQAAeBYAAHkWAAD/CQAAehYAAHsWAACgBQAAfRYAAH4WAAABCgAAfxYAAIAWAACiAAAAghYAAIMWAACCAgAAAwoAAIQWAACDAgAAhRYAACUNAAClAAAAhxYAAIgWAACFAgAABgoAAIkWAACGAgAAihYAAC0NAACnAAAAixYAAIwWAACHAgAACAoAAI0WAACIAgAAjhYAADQNAACpAAAAjxYAAJAWAACJAgAACgoAAJEWAACKAgAAkhYAADsNAACkAAAAhhYAAJMWAACEAgAACwoAAJQWAACLAgAAlRYAAEENAACsAAAAlhYAAJcWAACMAgAADQoAAJgWAACNAgAAmRYAAEgNAACvAAAAmxYAAJwWAACPAgAAEAoAAJ0WAACQAgAAnhYAAFANAACxAAAAnxYAAKAWAACRAgAAEgoAAKEWAACSAgAAohYAAFcNAACzAAAAoxYAAKQWAACTAgAAFAoAAKUWAACUAgAAphYAAF4NAAC2AAAAqBYAAKkWAACWAgAAFwoAAKoWAACXAgAAqxYAAGYNAAC4AAAArBYAAK0WAACYAgAAGQoAAK4WAACZAgAArxYAAG0NAAC7AAAAsRYAALIWAACbAgAAHAoAALMWAACcAgAAtBYAAHUNAAC9AAAAtRYAALYWAACdAgAAHgoAALcWAACeAgAAuBYAAHwNAADAAAAAuhYAALsWAACgAgAAIQoAALwWAAChAgAAvRYAAIQNAADCAAAAvhYAAL8WAACiAgAAIwoAAMAWAACjAgAAwRYAAIsNAADFAAAAwxYAAMQWAAClAgAAJgoAAMUWAACmAgAAxhYAAJMNAADIAAAAyBYAAMkWAACoAgAAKQoAAMoWAACpAgAAyxYAAJsNAADLAAAAzRYAAM4WAACrAgAALAoAAM8WAACsAgAA0BYAAKMNAADOAAAA0hYAANMWAACuAgAALwoAANQWAACvAgAA1RYAAKsNAADRAAAA1xYAANgWAACxAgAAMgoAANkWAACyAgAA2hYAALMNAADUAAAA3BYAAN0WAAC0AgAANQoAAN4WAAC1AgAA3xYAALsNAADXAAAA4RYAAOIWAAC3AgAAOAoAAOMWAAC4AgAA5BYAAMMNAADZAAAA5RYAAOYWAAC5AgAAOgoAAOcWAAC6AgAA6BYAAMoNAADcAAAA6hYAAOsWAAC8AgAAPQoAAOwWAAC9AgAA7RYAANINAADfAAAA7xYAAPAWAAC/AgAAQAoAAPEWAADAAgAA8hYAANoNAADhAAAA8xYAAPQWAADBAgAAQgoAAPUWAADCAgAA9hYAAOENAADjAAAA9xYAAPgWAADDAgAARAoAAPkWAADEAgAA+hYAAOgNAADmAAAA/BYAAP0WAADGAgAARwoAAP4WAADHAgAA/xYAAPANAADoAAAAABcAAAEXAADIAgAASQoAAAIXAADJAgAAAxcAAPcNAADqAAAABBcAAAUXAADKAgAASwoAAAYXAADLAgAABxcAAP4NAADtAAAACRcAAAoXAADNAgAATgoAAAsXAADOAgAADBcAAAYOAADvAAAADRcAAA4XAADPAgAAUAoAAA8XAADQAgAAEBcAAA0OAADbAAAA6RYAABEXAAC7AgAAUQoAABIXAADRAgAAExcAABMOAADzAAAAFRcAABYXAADTAgAAVAoAABcXAADUAgAAGBcAABsOAAD1AAAAGRcAABoXAADVAgAAVgoAABsXAADWAgAAHBcAACIOAAD3AAAAHRcAAB4XAADXAgAAWAoAAB8XAADYAgAAIBcAACkOAAD6AAAAIhcAACMXAADaAgAAWwoAACQXAADbAgAAJRcAADEOAAD8AAAAJhcAACcXAADcAgAAXQoAACgXAADdAgAAKRcAADgOAAD/AAAAKxcAACwXAADfAgAAYAoAAC0XAADgAgAALhcAAEAOAAACAQAAMBcAADEXAADiAgAAYwoAADIXAADjAgAAMxcAAEgOAAAEAQAANBcAADUXAADkAgAAZQoAADYXAADlAgAANxcAAE8OAAAGAQAAOBcAADkXAADmAgAAZwoAADoXAADnAgAAOxcAAFYOAAAJAQAAPRcAAD4XAADpAgAAagoAAD8XAADqAgAAQBcAAF4OAAALAQAAQRcAAEIXAADrAgAAbAoAAEMXAADsAgAARBcAAGUOAAANAQAARRcAAEYXAADtAgAAbgoAAEcXAADuAgAASBcAAGwOAAAQAQAAShcAAEsXAADwAgAAcQoAAEwXAADxAgAATRcAAHQOAAASAQAAThcAAE8XAADyAgAAcwoAAFAXAADzAgAAURcAAHsOAAAVAQAAUxcAAFQXAAD1AgAAdgoAAFUXAAD2AgAAVhcAAIMOAAAYAQAAWBcAAFkXAAD4AgAAeQoAAFoXAAD5AgAAWxcAAIsOAAAaAQAAXBcAAF0XAAD6AgAAewoAAF4XAAD7AgAAXxcAAJIOAAAcAQAAYBcAAGEXAAD8AgAAfQoAAGIXAAD9AgAAYxcAAJkOAAAfAQAAZRcAAGYXAAD/AgAAgAoAAGcXAAAAAwAAaBcAAKEOAAAhAQAAaRcAAGoXAAABAwAAggoAAGsXAAACAwAAbBcAAKgOAAAkAQAAbhcAAG8XAAAEAwAAhQoAAHAXAAAFAwAAcRcAALAOAAAnAQAAcxcAAHQXAAAHAwAAiAoAAHUXAAAIAwAAdhcAALgOAAApAQAAdxcAAHgXAAAJAwAAigoAAHkXAAAKAwAAehcAAL8OAAArAQAAexcAAHwXAAALAwAAjAoAAH0XAAAMAwAAfhcAAMYOAAAuAQAAgBcAAIEXAAAOAwAAjwoAAIIXAAAPAwAAgxcAAM4OAAAwAQAAhBcAAIUXAAAQAwAAkQoAAIYXAAARAwAAhxcAANUOAAAzAQAAiRcAAIoXAAATAwAAlAoAAIsXAAAUAwAAjBcAAN0OAAA2AQAAjhcAAI8XAAAWAwAAlwoAAJAXAAAXAwAAkRcAAOUOAAA4AQAAkhcAAJMXAAAYAwAAmQoAAJQXAAAZAwAAlRcAAOwOAAA6AQAAlhcAAJcXAAAaAwAAmwoAAJgXAAAbAwAAmRcAAPMOAAA9AQAAmxcAAJwXAAAdAwAAngoAAJ0XAAAeAwAAnhcAAPsOAAA/AQAAnxcAAKAXAAAfAwAAoAoAAKEXAAAgAwAAohcAAAIPAABCAQAApBcAAKUXAAAiAwAAowoAAKYXAAAjAwAApxcAAAoPAABFAQAAqRcAAKoXAAAlAwAApgoAAKsXAAAmAwAArBcAABIPAABHAQAArRcAAK4XAAAnAwAAqAoAAK8XAAAoAwAAsBcAABkPAABKAQAAshcAALMXAAAqAwAAqwoAALQXAAArAwAAtRcAACEPAABNAQAAtxcAALgXAAAtAwAArgoAALkXAAAuAwAAuhcAACkPAABPAQAAuxcAALwXAAAvAwAAsAoAAL0XAAAwAwAAvhcAADAPAABSAQAAwBcAAMEXAAAyAwAAswoAAMIXAAAzAwAAwxcAADgPAABVAQAAxRcAAMYXAAA1AwAAtgoAAMcXAAA2AwAAyBcAAEAPAABXAQAAyRcAAMoXAAA3AwAAuAoAAMsXAAA4AwAAzBcAAEcPAABaAQAAzhcAAM8XAAA6AwAAuwoAANAXAAA7AwAA0RcAAE8PAABdAQAA0xcAANQXAAA9AwAAvgoAANUXAAA+AwAA1hcAAFcPAABfAQAA1xcAANgXAAA/AwAAwAoAANkXAABAAwAA2hcAAF4PAABiAQAA3BcAAN0XAABCAwAAwwoAAN4XAABDAwAA3xcAAGYPAABlAQAA4RcAAOIXAABFAwAAxgoAAOMXAABGAwAA5BcAAG4PAABnAQAA5RcAAOYXAABHAwAAyAoAAOcXAABIAwAA6BcAAHUPAABqAQAA6hcAAOsXAABKAwAAywoAAOwXAABLAwAA7RcAAH0PAACjAAAA7xcAAPAXAABNAwAAzgoAAPEXAABOAwAA8hcAAIUPAABtAQAA8xcAAPQXAABPAwAA0AoAAPUXAABQAwAA9hcAAIwPAABvAQAA+BcAAPkXAABSAwAA0woAAPoXAABTAwAA+xcAAJQPAACmAAAA/RcAAP4XAABVAwAA1goAAP8XAABWAwAAABgAAJwPAAByAQAAARgAAAIYAABXAwAA2AoAAAMYAABYAwAABBgAAKMPAABzAQAABRgAAAYYAABZAwAA2goAAAcYAABaAwAACBgAAKoPAACoAAAAChgAAAsYAABcAwAA3QoAAAwYAABdAwAADRgAALIPAAB2AQAADhgAAA8YAABeAwAA3woAABAYAABfAwAAERgAALkPAAB3AQAAEhgAABMYAABgAwAA4QoAABQYAABhAwAAFRgAAMAPAACqAAAAFxgAABgYAABjAwAA5AoAABkYAABkAwAAGhgAAMgPAAB6AQAAGxgAABwYAABlAwAA5goAAB0YAABmAwAAHhgAAM8PAABuAQAA9xcAAB8YAABRAwAA5woAACAYAABnAwAAIRgAANUPAACrAAAAIxgAACQYAABpAwAA6goAACUYAABqAwAAJhgAAN0PAAB9AQAAJxgAACgYAABrAwAA7AoAACkYAABsAwAAKhgAAOQPAAB+AQAAKxgAACwYAABtAwAA7goAAC0YAABuAwAALhgAAOsPAACtAAAAMBgAADEYAABwAwAA8QoAADIYAABxAwAAMxgAAPMPAACBAQAANBgAADUYAAByAwAA8woAADYYAABzAwAANxgAAPoPAACDAQAAORgAADoYAAB1AwAA9goAADsYAAB2AwAAPBgAAAIQAACwAAAAPhgAAD8YAAB4AwAA+QoAAEAYAAB5AwAAQRgAAAoQAACGAQAAQhgAAEMYAAB6AwAA+woAAEQYAAB7AwAARRgAABEQAACHAQAARhgAAEcYAAB8AwAA/QoAAEgYAAB9AwAASRgAABgQAACyAAAASxgAAEwYAAB/AwAAAAsAAE0YAACAAwAAThgAACAQAACKAQAATxgAAFAYAACBAwAAAgsAAFEYAACCAwAAUhgAACcQAACLAQAAUxgAAFQYAACDAwAABAsAAFUYAACEAwAAVhgAAC4QAAC0AAAAWBgAAFkYAACGAwAABwsAAFoYAACHAwAAWxgAADYQAACOAQAAXBgAAF0YAACIAwAACQsAAF4YAACJAwAAXxgAAD0QAACQAQAAYRgAAGIYAACLAwAADAsAAGMYAACMAwAAZBgAAEUQAAC3AAAAZhgAAGcYAACOAwAADwsAAGgYAACPAwAAaRgAAE0QAACTAQAAahgAAGsYAACQAwAAEQsAAGwYAACRAwAAbRgAAFQQAACUAQAAbhgAAG8YAACSAwAAEwsAAHAYAACTAwAAcRgAAFsQAAC5AAAAcxgAAHQYAACVAwAAFgsAAHUYAACWAwAAdhgAAGMQAACXAQAAdxgAAHgYAACXAwAAGAsAAHkYAACYAwAAehgAAGoQAACZAQAAfBgAAH0YAACaAwAAGwsAAH4YAACbAwAAfxgAAHIQAAC8AAAAgRgAAIIYAACdAwAAHgsAAIMYAACeAwAAhBgAAHoQAACcAQAAhRgAAIYYAACfAwAAIAsAAIcYAACgAwAAiBgAAIEQAACdAQAAiRgAAIoYAAChAwAAIgsAAIsYAACiAwAAjBgAAIgQAAC+AAAAjhgAAI8YAACkAwAAJQsAAJAYAAClAwAAkRgAAJAQAACgAQAAkhgAAJMYAACmAwAAJwsAAJQYAACnAwAAlRgAAJcQAACiAQAAlxgAAJgYAACpAwAAKgsAAJkYAACqAwAAmhgAAJ8QAADBAAAAnBgAAJ0YAACsAwAALQsAAJ4YAACtAwAAnxgAAKcQAAClAQAAoBgAAKEYAACuAwAALwsAAKIYAACvAwAAoxgAAK4QAACmAQAApBgAAKUYAACwAwAAMQsAAKYYAACxAwAApxgAALUQAADDAAAAqRgAAKoYAACzAwAANAsAAKsYAAC0AwAArBgAAL0QAACpAQAArRgAAK4YAAC1AwAANgsAAK8YAAC2AwAAsBgAAMQQAACrAQAAshgAALMYAAC4AwAAOQsAALQYAAC5AwAAtRgAAMwQAADGAAAAtxgAALgYAAC7AwAAPAsAALkYAAC8AwAAuhgAANQQAACuAQAAuxgAALwYAAC9AwAAPgsAAL0YAAC+AwAAvhgAANsQAACwAQAAwBgAAMEYAADAAwAAQQsAAMIYAADBAwAAwxgAAOMQAADJAAAAxRgAAMYYAADDAwAARAsAAMcYAADEAwAAyBgAAOsQAACzAQAAyRgAAMoYAADFAwAARgsAAMsYAADGAwAAzBgAAPIQAAC1AQAAzhgAAM8YAADIAwAASQsAANAYAADJAwAA0RgAAPoQAADMAAAA0xgAANQYAADLAwAATAsAANUYAADMAwAA1hgAAAIRAAC4AQAA1xgAANgYAADNAwAATgsAANkYAADOAwAA2hgAAAkRAAC6AQAA3BgAAN0YAADQAwAAUQsAAN4YAADRAwAA3xgAABERAADPAAAA4RgAAOIYAADTAwAAVAsAAOMYAADUAwAA5BgAABkRAAC9AQAA5RgAAOYYAADVAwAAVgsAAOcYAADWAwAA6BgAACARAAC/AQAA6hgAAOsYAADYAwAAWQsAAOwYAADZAwAA7RgAACgRAADSAAAA7xgAAPAYAADbAwAAXAsAAPEYAADcAwAA8hgAADARAADCAQAA8xgAAPQYAADdAwAAXgsAAPUYAADeAwAA9hgAADcRAADEAQAA+BgAAPkYAADgAwAAYQsAAPoYAADhAwAA+xgAAD8RAADVAAAA/RgAAP4YAADjAwAAZAsAAP8YAADkAwAAABkAAEcRAADHAQAAARkAAAIZAADlAwAAZgsAAAMZAADmAwAABBkAAE4RAABrAQAABhkAAAcZAADoAwAAaQsAAAgZAADpAwAACRkAAFYRAADYAAAACxkAAAwZAADrAwAAbAsAAA0ZAADsAwAADhkAAF4RAADKAQAADxkAABAZAADtAwAAbgsAABEZAADuAwAAEhkAAGURAADLAQAAExkAABQZAADvAwAAcAsAABUZAADwAwAAFhkAAGwRAADaAAAAGBkAABkZAADyAwAAcwsAABoZAADzAwAAGxkAAHQRAADNAQAAHBkAAB0ZAAD0AwAAdQsAAB4ZAAD1AwAAHxkAAHsRAADPAQAAIRkAACIZAAD3AwAAeAsAACMZAAD4AwAAJBkAAIMRAADdAAAAJhkAACcZAAD6AwAAewsAACgZAAD7AwAAKRkAAIsRAADSAQAAKhkAACsZAAD8AwAAfQsAACwZAAD9AwAALRkAAJIRAABwAQAALxkAADAZAAD/AwAAgAsAADEZAAAABAAAMhkAAJoRAADgAAAANBkAADUZAAACBAAAgwsAADYZAAADBAAANxkAAKIRAADVAQAAOBkAADkZAAAEBAAAhQsAADoZAAAFBAAAOxkAAKkRAADWAQAAPBkAAD0ZAAAGBAAAhwsAAD4ZAAAHBAAAPxkAALARAADiAAAAQRkAAEIZAAAJBAAAigsAAEMZAAAKBAAARBkAALgRAADYAQAARRkAAEYZAAALBAAAjAsAAEcZAAAMBAAASBkAAL8RAADZAQAASRkAAEoZAAANBAAAjgsAAEsZAAAOBAAATBkAAMYRAADkAAAAThkAAE8ZAAAQBAAAkQsAAFAZAAARBAAAURkAAM4RAADcAQAAUhkAAFMZAAASBAAAkwsAAFQZAAATBAAAVRkAANURAAB0AQAAVxkAAFgZAAAVBAAAlgsAAFkZAAAWBAAAWhkAAN0RAADnAAAAXBkAAF0ZAAAYBAAAmQsAAF4ZAAAZBAAAXxkAAOURAADfAQAAYBkAAGEZAAAaBAAAmwsAAGIZAAAbBAAAYxkAAOwRAADgAQAAZBkAAGUZAAAcBAAAnQsAAGYZAAAdBAAAZxkAAPMRAADpAAAAaRkAAGoZAAAfBAAAoAsAAGsZAAAgBAAAbBkAAPsRAADiAQAAbRkAAG4ZAAAhBAAAogsAAG8ZAAAiBAAAcBkAAAISAADjAQAAcRkAAHIZAAAjBAAApAsAAHMZAAAkBAAAdBkAAAkSAADrAAAAdhkAAHcZAAAmBAAApwsAAHgZAAAnBAAAeRkAABESAADmAQAAehkAAHsZAAAoBAAAqQsAAHwZAAApBAAAfRkAABgSAAB4AQAAfxkAAIAZAAArBAAArAsAAIEZAAAsBAAAghkAACASAADuAAAAhBkAAIUZAAAuBAAArwsAAIYZAAAvBAAAhxkAACgSAADpAQAAiBkAAIkZAAAwBAAAsQsAAIoZAAAxBAAAixkAAC8SAADqAQAAjBkAAI0ZAAAyBAAAswsAAI4ZAAAzBAAAjxkAADYSAADwAAAAkRkAAJIZAAA1BAAAtgsAAJMZAAA2BAAAlBkAAD4SAADsAQAAlRkAAJYZAAA3BAAAuAsAAJcZAAA4BAAAmBkAAEUSAADOAQAAIBkAAJkZAAD2AwAAuQsAAJoZAAA5BAAAmxkAAEsSAADxAAAAnRkAAJ4ZAAA7BAAAvAsAAJ8ZAAA8BAAAoBkAAFMSAADuAQAAoRkAAKIZAAA9BAAAvgsAAKMZAAA+BAAApBkAAFoSAAB7AQAAphkAAKcZAABABAAAwQsAAKgZAABBBAAAqRkAAGISAAD0AAAAqxkAAKwZAABDBAAAxAsAAK0ZAABEBAAArhkAAGoSAADxAQAArxkAALAZAABFBAAAxgsAALEZAABGBAAAshkAAHESAADyAQAAsxkAALQZAABHBAAAyAsAALUZAABIBAAAthkAAHgSAAD2AAAAuBkAALkZAABKBAAAywsAALoZAABLBAAAuxkAAIASAAD0AQAAvBkAAL0ZAABMBAAAzQsAAL4ZAABNBAAAvxkAAIcSAAD2AQAAwBkAAMEZAABOBAAAzwsAAMIZAABPBAAAwxkAAI4SAAD4AAAAxRkAAMYZAABRBAAA0gsAAMcZAABSBAAAyBkAAJYSAAD5AQAAyRkAAMoZAABTBAAA1AsAAMsZAABUBAAAzBkAAJ0SAAB/AQAAzhkAAM8ZAABWBAAA1wsAANAZAABXBAAA0RkAAKUSAAD7AAAA0xkAANQZAABZBAAA2gsAANUZAABaBAAA1hkAAK0SAAD8AQAA1xkAANgZAABbBAAA3AsAANkZAABcBAAA2hkAALQSAAD9AQAA2xkAANwZAABdBAAA3gsAAN0ZAABeBAAA3hkAALsSAAD9AAAA4BkAAOEZAABgBAAA4QsAAOIZAABhBAAA4xkAAMMSAAD/AQAA5BkAAOUZAABiBAAA4wsAAOYZAABjBAAA5xkAAMoSAAAAAgAA6RkAAOoZAABlBAAA5gsAAOsZAABmBAAA7BkAANISAAAAAQAA7hkAAO8ZAABoBAAA6QsAAPAZAABpBAAA8RkAANoSAAADAgAA8hkAAPMZAABqBAAA6wsAAPQZAABrBAAA9RkAAOESAACEAQAA9xkAAPgZAABtBAAA7gsAAPkZAABuBAAA+hkAAOkSAAADAQAA/BkAAP0ZAABwBAAA8QsAAP4ZAABxBAAA/xkAAPESAAAGAgAAABoAAAEaAAByBAAA8wsAAAIaAABzBAAAAxoAAPgSAAAHAgAABBoAAAUaAAB0BAAA9QsAAAYaAAB1BAAABxoAAP8SAAAFAQAACRoAAAoaAAB3BAAA+AsAAAsaAAB4BAAADBoAAAcTAAAJAgAADRoAAA4aAAB5BAAA+gsAAA8aAAB6BAAAEBoAAA4TAADFAQAAERoAABIaAAB7BAAA/AsAABMaAAB8BAAAFBoAABUTAAAHAQAAFhoAABcaAAB+BAAA/wsAABgaAAB/BAAAGRoAAB0TAAALAgAAGhoAABsaAACABAAAAQwAABwaAACBBAAAHRoAACQTAACIAQAAHxoAACAaAACDBAAABAwAACEaAACEBAAAIhoAACwTAAAKAQAAJBoAACUaAACGBAAABwwAACYaAACHBAAAJxoAADQTAAAOAgAAKBoAACkaAACIBAAACQwAACoaAACJBAAAKxoAADsTAAAPAgAALBoAAC0aAACKBAAACwwAAC4aAACLBAAALxoAAEITAAAMAQAAMRoAADIaAACNBAAADgwAADMaAACOBAAANBoAAEoTAAARAgAANRoAADYaAACPBAAAEAwAADcaAACQBAAAOBoAAFETAAATAgAAORoAADoaAACRBAAAEgwAADsaAACSBAAAPBoAAFgTAAAOAQAAPhoAAD8aAACUBAAAFQwAAEAaAACVBAAAQRoAAGATAAAWAgAAQhoAAEMaAACWBAAAFwwAAEQaAACXBAAARRoAAGcTAACMAQAARxoAAEgaAACZBAAAGgwAAEkaAACaBAAAShoAAG8TAAARAQAATBoAAE0aAACcBAAAHQwAAE4aAACdBAAATxoAAHcTAAAZAgAAUBoAAFEaAACeBAAAHwwAAFIaAACfBAAAUxoAAH4TAAAaAgAAVBoAAFUaAACgBAAAIQwAAFYaAAChBAAAVxoAAIUTAAATAQAAWRoAAFoaAACjBAAAJAwAAFsaAACkBAAAXBoAAI0TAAAcAgAAXRoAAF4aAAClBAAAJgwAAF8aAACmBAAAYBoAAJQTAADQAQAAYhoAAGMaAACoBAAAKQwAAGQaAACpBAAAZRoAAJwTAAAWAQAAZxoAAGgaAACrBAAALAwAAGkaAACsBAAAahoAAKQTAAAeAgAAaxoAAGwaAACtBAAALgwAAG0aAACuBAAAbhoAAKsTAACRAQAAcBoAAHEaAACwBAAAMQwAAHIaAACxBAAAcxoAALMTAAAZAQAAdRoAAHYaAACzBAAANAwAAHcaAAC0BAAAeBoAALsTAAAhAgAAeRoAAHoaAAC1BAAANgwAAHsaAAC2BAAAfBoAAMITAAAiAgAAfRoAAH4aAAC3BAAAOAwAAH8aAAC4BAAAgBoAAMkTAAAbAQAAghoAAIMaAAC6BAAAOwwAAIQaAAC7BAAAhRoAANETAAAkAgAAhhoAAIcaAAC8BAAAPQwAAIgaAAC9BAAAiRoAANgTAAAmAgAAihoAAIsaAAC+BAAAPwwAAIwaAAC/BAAAjRoAAN8TAAAdAQAAjxoAAJAaAADBBAAAQgwAAJEaAADCBAAAkhoAAOcTAAApAgAAkxoAAJQaAADDBAAARAwAAJUaAADEBAAAlhoAAO4TAACVAQAAmBoAAJkaAADGBAAARwwAAJoaAADHBAAAmxoAAPYTAAAgAQAAnRoAAJ4aAADJBAAASgwAAJ8aAADKBAAAoBoAAP4TAAAsAgAAoRoAAKIaAADLBAAATAwAAKMaAADMBAAApBoAAAUUAAAtAgAApRoAAKYaAADNBAAATgwAAKcaAADOBAAAqBoAAAwUAAAiAQAAqhoAAKsaAADQBAAAUQwAAKwaAADRBAAArRoAABQUAAAvAgAArhoAAK8aAADSBAAAUwwAALAaAADTBAAAsRoAABsUAADaAQAAsxoAALQaAADVBAAAVgwAALUaAADWBAAAthoAACMUAAAlAQAAuBoAALkaAADYBAAAWQwAALoaAADZBAAAuxoAACsUAAAxAgAAvBoAAL0aAADaBAAAWwwAAL4aAADbBAAAvxoAADIUAACaAQAAwRoAAMIaAADdBAAAXgwAAMMaAADeBAAAxBoAADoUAAAoAQAAxhoAAMcaAADgBAAAYQwAAMgaAADhBAAAyRoAAEIUAAA0AgAAyhoAAMsaAADiBAAAYwwAAMwaAADjBAAAzRoAAEkUAAA1AgAAzhoAAM8aAADkBAAAZQwAANAaAADlBAAA0RoAAFAUAAAqAQAA0xoAANQaAADnBAAAaAwAANUaAADoBAAA1hoAAFgUAAA3AgAA1xoAANgaAADpBAAAagwAANkaAADqBAAA2hoAAF8UAAA5AgAA2xoAANwaAADrBAAAbAwAAN0aAADsBAAA3hoAAGYUAAAsAQAA4BoAAOEaAADuBAAAbwwAAOIaAADvBAAA4xoAAG4UAAA8AgAA5BoAAOUaAADwBAAAcQwAAOYaAADxBAAA5xoAAHUUAACeAQAA6RoAAOoaAADzBAAAdAwAAOsaAAD0BAAA7BoAAH0UAAAvAQAA7hoAAO8aAAD2BAAAdwwAAPAaAAD3BAAA8RoAAIUUAAA/AgAA8hoAAPMaAAD4BAAAeQwAAPQaAAD5BAAA9RoAAIwUAABAAgAA9hoAAPcaAAD6BAAAewwAAPgaAAD7BAAA+RoAAJMUAAAxAQAA+xoAAPwaAAD9BAAAfgwAAP0aAAD+BAAA/hoAAJsUAABCAgAA/xoAAAAbAAD/BAAAgAwAAAEbAAAABQAAAhsAAKIUAADkAQAABBsAAAUbAAACBQAAgwwAAAYbAAADBQAABxsAAKoUAAA0AQAACRsAAAobAAAFBQAAhgwAAAsbAAAGBQAADBsAALIUAABEAgAADRsAAA4bAAAHBQAAiAwAAA8bAAAIBQAAEBsAALkUAACjAQAAEhsAABMbAAAKBQAAiwwAABQbAAALBQAAFRsAAMEUAAA3AQAAFxsAABgbAAANBQAAjgwAABkbAAAOBQAAGhsAAMkUAABHAgAAGxsAABwbAAAPBQAAkAwAAB0bAAAQBQAAHhsAANAUAABIAgAAHxsAACAbAAARBQAAkgwAACEbAAASBQAAIhsAANcUAAA5AQAAJBsAACUbAAAUBQAAlQwAACYbAAAVBQAAJxsAAN8UAABKAgAAKBsAACkbAAAWBQAAlwwAACobAAAXBQAAKxsAAOYUAAD3AQAALBsAAC0bAAAYBQAAmQwAAC4bAAAZBQAALxsAAO0UAAA7AQAAMRsAADIbAAAbBQAAnAwAADMbAAAcBQAANBsAAPUUAABOAgAANRsAADYbAAAdBQAAngwAADcbAAAeBQAAOBsAAPwUAACnAQAAOhsAADsbAAAgBQAAoQwAADwbAAAhBQAAPRsAAAQVAAA+AQAAPxsAAEAbAAAjBQAApAwAAEEbAAAkBQAAQhsAAAwVAABRAgAAQxsAAEQbAAAlBQAApgwAAEUbAAAmBQAARhsAABMVAABSAgAARxsAAEgbAAAnBQAAqAwAAEkbAAAoBQAAShsAABoVAABAAQAATBsAAE0bAAAqBQAAqwwAAE4bAAArBQAATxsAACIVAABUAgAAUBsAAFEbAAAsBQAArQwAAFIbAAAtBQAAUxsAACkVAAABAgAAVRsAAFYbAAAvBQAAsAwAAFcbAAAwBQAAWBsAADEVAABDAQAAWhsAAFsbAAAyBQAAswwAAFwbAAAzBQAAXRsAADkVAABWAgAAXhsAAF8bAAA0BQAAtQwAAGAbAAA1BQAAYRsAAEAVAACsAQAAYxsAAGQbAAA3BQAAuAwAAGUbAAA4BQAAZhsAAEgVAABGAQAAaBsAAGkbAAA6BQAAuwwAAGobAAA7BQAAaxsAAFAVAABZAgAAbBsAAG0bAAA8BQAAvQwAAG4bAAA9BQAAbxsAAFcVAABaAgAAcBsAAHEbAAA+BQAAvwwAAHIbAAA/BQAAcxsAAF4VAABIAQAAdRsAAHYbAABBBQAAwgwAAHcbAABCBQAAeBsAAGYVAABcAgAAeRsAAHobAABDBQAAxAwAAHsbAABEBQAAfBsAAG0VAAAUAgAAfhsAAH8bAABGBQAAxwwAAIAbAABHBQAAgRsAAHUVAABLAQAAgxsAAIQbAABJBQAAygwAAIUbAABKBQAAhhsAAH0VAABgAgAAhxsAAIgbAABLBQAAzAwAAIkbAABMBQAAihsAAIQVAACxAQAAjBsAAI0bAABOBQAAzwwAAI4bAABPBQAAjxsAAIwVAABOAQAAkRsAAJIbAABRBQAA0gwAAJMbAABSBQAAlBsAAJQVAABjAgAAlRsAAJYbAABTBQAA1AwAAJcbAABUBQAAmBsAAJsVAABkAgAAmRsAAJobAABVBQAA1gwAAJsbAABWBQAAnBsAAKIVAABQAQAAnhsAAJ8bAABYBQAA2QwAAKAbAABZBQAAoRsAAKoVAABmAgAAohsAAKMbAABaBQAA2wwAAKQbAABbBQAApRsAALEVAAAnAgAApxsAAKgbAABdBQAA3gwAAKkbAABeBQAAqhsAALkVAABTAQAArBsAAK0bAABgBQAA4QwAAK4bAABhBQAArxsAAMEVAABpAgAAsBsAALEbAABiBQAA4wwAALIbAABjBQAAsxsAAMgVAAC2AQAAtRsAALYbAABlBQAA5gwAALcbAABmBQAAuBsAANAVAABWAQAAuhsAALsbAABoBQAA6QwAALwbAABpBQAAvRsAANgVAABsAgAAvhsAAL8bAABqBQAA6wwAAMAbAABrBQAAwRsAAN8VAABtAgAAwhsAAMMbAABsBQAA7QwAAMQbAABtBQAAxRsAAOYVAABYAQAAxxsAAMgbAABvBQAA8AwAAMkbAABwBQAAyhsAAO4VAABvAgAAyxsAAMwbAABxBQAA8gwAAM0bAAByBQAAzhsAAPUVAAA6AgAA0BsAANEbAAB0BQAA9QwAANIbAAB1BQAA0xsAAP0VAABbAQAA1RsAANYbAAB3BQAA+AwAANcbAAB4BQAA2BsAAAUWAAByAgAA2RsAANobAAB5BQAA+gwAANsbAAB6BQAA3BsAAAwWAAC7AQAA3hsAAN8bAAB8BQAA/QwAAOAbAAB9BQAA4RsAABQWAABeAQAA4xsAAOQbAAB/BQAAAA0AAOUbAACABQAA5hsAABwWAAB1AgAA5xsAAOgbAACBBQAAAg0AAOkbAACCBQAA6hsAACMWAAB2AgAA6xsAAOwbAACDBQAABA0AAO0bAACEBQAA7hsAACoWAABgAQAA8BsAAPEbAACGBQAABw0AAPIbAACHBQAA8xsAADIWAAB4AgAA9BsAAPUbAACIBQAACQ0AAPYbAACJBQAA9xsAADkWAABMAgAA+RsAAPobAACLBQAADA0AAPsbAACMBQAA/BsAAEEWAABjAQAA/hsAAP8bAACOBQAADw0AAAAcAACPBQAAARwAAEkWAAB7AgAAAhwAAAMcAACQBQAAEQ0AAAQcAACRBQAABRwAAFAWAADAAQAABxwAAAgcAACTBQAAFA0AAAkcAACUBQAAChwAAFgWAABmAQAADBwAAA0cAACWBQAAFw0AAA4cAACXBQAADxwAAGAWAAB+AgAAEBwAABEcAACYBQAAGQ0AABIcAACZBQAAExwAAGcWAAB/AgAAFBwAABUcAACaBQAAGw0AABYcAACbBQAAFxwAAG4WAABoAQAAGRwAABocAACdBQAAHg0AABscAACeBQAAHBwAAHYWAACBAgAAHRwAAB4cAACfBQAAIA0AAB8cAACgBQAAIBwAAH0WAAAqAAAAIhwAACMcAACiBQAAIw0AACQcAACjBQAAJRwAAIIPAACiAAAAgxYAACQNAACDAgAAJg0AACccAACkBQAAKBwAACYcAACjAAAAKRwAAO8XAAClBQAAKA0AACocAABNAwAAKxwAAM0KAAAtAAAALRwAAC4cAACnBQAAKw0AAC8cAACoBQAAMBwAAJkPAAClAAAAiBYAACwNAACGAgAALg0AADIcAACpBQAAMxwAADEcAACmAAAANBwAAP0XAACqBQAAMA0AADUcAABVAwAANhwAANUKAAAvAAAANxwAADgcAACrBQAAMg0AADkcAACsBQAAOhwAAK8PAACnAAAAjBYAADMNAACIAgAANQ0AADwcAACtBQAAPRwAADscAACoAAAAPhwAAAoYAACuBQAANw0AAD8cAABcAwAAQBwAANwKAAAxAAAAQRwAAEIcAACvBQAAOQ0AAEMcAACwBQAARBwAAMUPAACpAAAAkBYAADoNAACKAgAAPA0AAEYcAACxBQAARxwAAEUcAACqAAAASBwAABcYAACyBQAAPg0AAEkcAABjAwAAShwAAOMKAAAsAAAALBwAAEscAACmBQAAPw0AAEwcAACzBQAATRwAANoPAACkAAAAkxYAAEANAACLAgAAQg0AAE8cAAC0BQAAUBwAAE4cAACrAAAAURwAACMYAAC1BQAARA0AAFIcAABpAwAAUxwAAOkKAAA0AAAAVBwAAFUcAAC2BQAARg0AAFYcAAC3BQAAVxwAAPAPAACsAAAAlxYAAEcNAACNAgAASQ0AAFkcAAC4BQAAWhwAAFgcAACtAAAAWxwAADAYAAC5BQAASw0AAFwcAABwAwAAXRwAAPAKAAA3AAAAXxwAAGAcAAC7BQAATg0AAGEcAAC8BQAAYhwAAAcQAACvAAAAnBYAAE8NAACQAgAAUQ0AAGQcAAC9BQAAZRwAAGMcAACwAAAAZhwAAD4YAAC+BQAAUw0AAGccAAB4AwAAaBwAAPgKAAA5AAAAaRwAAGocAAC/BQAAVQ0AAGscAADABQAAbBwAAB0QAACxAAAAoBYAAFYNAACSAgAAWA0AAG4cAADBBQAAbxwAAG0cAACyAAAAcBwAAEsYAADCBQAAWg0AAHEcAAB/AwAAchwAAP8KAAA7AAAAcxwAAHQcAADDBQAAXA0AAHUcAADEBQAAdhwAADMQAACzAAAApBYAAF0NAACUAgAAXw0AAHgcAADFBQAAeRwAAHccAAC0AAAAehwAAFgYAADGBQAAYQ0AAHscAACGAwAAfBwAAAYLAAA+AAAAfhwAAH8cAADIBQAAZA0AAIAcAADJBQAAgRwAAEoQAAC2AAAAqRYAAGUNAACXAgAAZw0AAIMcAADKBQAAhBwAAIIcAAC3AAAAhRwAAGYYAADLBQAAaQ0AAIYcAACOAwAAhxwAAA4LAABAAAAAiBwAAIkcAADMBQAAaw0AAIocAADNBQAAixwAAGAQAAC4AAAArRYAAGwNAACZAgAAbg0AAI0cAADOBQAAjhwAAIwcAAC5AAAAjxwAAHMYAADPBQAAcA0AAJAcAACVAwAAkRwAABULAABDAAAAkxwAAJQcAADRBQAAcw0AAJUcAADSBQAAlhwAAHcQAAC7AAAAshYAAHQNAACcAgAAdg0AAJgcAADTBQAAmRwAAJccAAC8AAAAmhwAAIEYAADUBQAAeA0AAJscAACdAwAAnBwAAB0LAABFAAAAnRwAAJ4cAADVBQAAeg0AAJ8cAADWBQAAoBwAAI0QAAC9AAAAthYAAHsNAACeAgAAfQ0AAKIcAADXBQAAoxwAAKEcAAC+AAAApBwAAI4YAADYBQAAfw0AAKUcAACkAwAAphwAACQLAABIAAAAqBwAAKkcAADaBQAAgg0AAKocAADbBQAAqxwAAKQQAADAAAAAuxYAAIMNAAChAgAAhQ0AAK0cAADcBQAArhwAAKwcAADBAAAArxwAAJwYAADdBQAAhw0AALAcAACsAwAAsRwAACwLAABKAAAAshwAALMcAADeBQAAiQ0AALQcAADfBQAAtRwAALoQAADCAAAAvxYAAIoNAACjAgAAjA0AALccAADgBQAAuBwAALYcAADDAAAAuRwAAKkYAADhBQAAjg0AALocAACzAwAAuxwAADMLAABNAAAAvRwAAL4cAADjBQAAkQ0AAL8cAADkBQAAwBwAANEQAADFAAAAxBYAAJINAACmAgAAlA0AAMIcAADlBQAAwxwAAMEcAADGAAAAxBwAALcYAADmBQAAlg0AAMUcAAC7AwAAxhwAADsLAABQAAAAyBwAAMkcAADoBQAAmQ0AAMocAADpBQAAyxwAAOgQAADIAAAAyRYAAJoNAACpAgAAnA0AAM0cAADqBQAAzhwAAMwcAADJAAAAzxwAAMUYAADrBQAAng0AANAcAADDAwAA0RwAAEMLAABTAAAA0xwAANQcAADtBQAAoQ0AANUcAADuBQAA1hwAAP8QAADLAAAAzhYAAKINAACsAgAApA0AANgcAADvBQAA2RwAANccAADMAAAA2hwAANMYAADwBQAApg0AANscAADLAwAA3BwAAEsLAABWAAAA3hwAAN8cAADyBQAAqQ0AAOAcAADzBQAA4RwAABYRAADOAAAA0xYAAKoNAACvAgAArA0AAOMcAAD0BQAA5BwAAOIcAADPAAAA5RwAAOEYAAD1BQAArg0AAOYcAADTAwAA5xwAAFMLAABZAAAA6RwAAOocAAD3BQAAsQ0AAOscAAD4BQAA7BwAAC0RAADRAAAA2BYAALINAACyAgAAtA0AAO4cAAD5BQAA7xwAAO0cAADSAAAA8BwAAO8YAAD6BQAAtg0AAPEcAADbAwAA8hwAAFsLAABcAAAA9BwAAPUcAAD8BQAAuQ0AAPYcAAD9BQAA9xwAAEQRAADUAAAA3RYAALoNAAC1AgAAvA0AAPkcAAD+BQAA+hwAAPgcAADVAAAA+xwAAP0YAAD/BQAAvg0AAPwcAADjAwAA/RwAAGMLAAArAAAA/xwAAAAdAAABBgAAwQ0AAAEdAAACBgAAAh0AAFsRAADXAAAA4hYAAMINAAC4AgAAxA0AAAQdAAADBgAABR0AAAMdAADYAAAABh0AAAsZAAAEBgAAxg0AAAcdAADrAwAACB0AAGsLAABfAAAACR0AAAodAAAFBgAAyA0AAAsdAAAGBgAADB0AAHERAADZAAAA5hYAAMkNAAC6AgAAyw0AAA4dAAAHBgAADx0AAA0dAADaAAAAEB0AABgZAAAIBgAAzQ0AABEdAADyAwAAEh0AAHILAABhAAAAFB0AABUdAAAKBgAA0A0AABYdAAALBgAAFx0AAIgRAADcAAAA6xYAANENAAC9AgAA0w0AABkdAAAMBgAAGh0AABgdAADdAAAAGx0AACYZAAANBgAA1Q0AABwdAAD6AwAAHR0AAHoLAAAuAAAAHx0AACAdAAAPBgAA2A0AACEdAAAQBgAAIh0AAJ8RAADfAAAA8BYAANkNAADAAgAA2w0AACQdAAARBgAAJR0AACMdAADgAAAAJh0AADQZAAASBgAA3Q0AACcdAAACBAAAKB0AAIILAABkAAAAKR0AACodAAATBgAA3w0AACsdAAAUBgAALB0AALURAADhAAAA9BYAAOANAADCAgAA4g0AAC4dAAAVBgAALx0AAC0dAADiAAAAMB0AAEEZAAAWBgAA5A0AADEdAAAJBAAAMh0AAIkLAABlAAAAMx0AADQdAAAXBgAA5g0AADUdAAAYBgAANh0AAMsRAADjAAAA+BYAAOcNAADEAgAA6Q0AADgdAAAZBgAAOR0AADcdAADkAAAAOh0AAE4ZAAAaBgAA6w0AADsdAAAQBAAAPB0AAJALAAAwAAAAPh0AAD8dAAAcBgAA7g0AAEAdAAAdBgAAQR0AAOIRAADmAAAA/RYAAO8NAADHAgAA8Q0AAEMdAAAeBgAARB0AAEIdAADnAAAARR0AAFwZAAAfBgAA8w0AAEYdAAAYBAAARx0AAJgLAABoAAAASB0AAEkdAAAgBgAA9Q0AAEodAAAhBgAASx0AAPgRAADoAAAAARcAAPYNAADJAgAA+A0AAE0dAAAiBgAATh0AAEwdAADpAAAATx0AAGkZAAAjBgAA+g0AAFAdAAAfBAAAUR0AAJ8LAABpAAAAUh0AAFMdAAAkBgAA/A0AAFQdAAAlBgAAVR0AAA4SAADqAAAABRcAAP0NAADLAgAA/w0AAFcdAAAmBgAAWB0AAFYdAADrAAAAWR0AAHYZAAAnBgAAAQ4AAFodAAAmBAAAWx0AAKYLAAAyAAAAXR0AAF4dAAApBgAABA4AAF8dAAAqBgAAYB0AACUSAADtAAAAChcAAAUOAADOAgAABw4AAGIdAAArBgAAYx0AAGEdAADuAAAAZB0AAIQZAAAsBgAACQ4AAGUdAAAuBAAAZh0AAK4LAABsAAAAZx0AAGgdAAAtBgAACw4AAGkdAAAuBgAAah0AADsSAADvAAAADhcAAAwOAADQAgAADg4AAGwdAAAvBgAAbR0AAGsdAADwAAAAbh0AAJEZAAAwBgAAEA4AAG8dAAA1BAAAcB0AALULAABgAAAAEx0AAHEdAAAJBgAAEQ4AAHIdAAAxBgAAcx0AAFASAADbAAAAERcAABIOAADRAgAAFA4AAHUdAAAyBgAAdh0AAHQdAADxAAAAdx0AAJ0ZAAAzBgAAFg4AAHgdAAA7BAAAeR0AALsLAAAzAAAAex0AAHwdAAA1BgAAGQ4AAH0dAAA2BgAAfh0AAGcSAADzAAAAFhcAABoOAADUAgAAHA4AAIAdAAA3BgAAgR0AAH8dAAD0AAAAgh0AAKsZAAA4BgAAHg4AAIMdAABDBAAAhB0AAMMLAABuAAAAhR0AAIYdAAA5BgAAIA4AAIcdAAA6BgAAiB0AAH0SAAD1AAAAGhcAACEOAADWAgAAIw4AAIodAAA7BgAAix0AAIkdAAD2AAAAjB0AALgZAAA8BgAAJQ4AAI0dAABKBAAAjh0AAMoLAABwAAAAjx0AAJAdAAA9BgAAJw4AAJEdAAA+BgAAkh0AAJMSAAD3AAAAHhcAACgOAADYAgAAKg4AAJQdAAA/BgAAlR0AAJMdAAD4AAAAlh0AAMUZAABABgAALA4AAJcdAABRBAAAmB0AANELAAA1AAAAmh0AAJsdAABCBgAALw4AAJwdAABDBgAAnR0AAKoSAAD6AAAAIxcAADAOAADbAgAAMg4AAJ8dAABEBgAAoB0AAJ4dAAD7AAAAoR0AANMZAABFBgAANA4AAKIdAABZBAAAox0AANkLAABzAAAApB0AAKUdAABGBgAANg4AAKYdAABHBgAApx0AAMASAAD8AAAAJxcAADcOAADdAgAAOQ4AAKkdAABIBgAAqh0AAKgdAAD9AAAAqx0AAOAZAABJBgAAOw4AAKwdAABgBAAArR0AAOALAAB0AAAArx0AALAdAABLBgAAPg4AALEdAABMBgAAsh0AANcSAAD/AAAALBcAAD8OAADgAgAAQQ4AALQdAABNBgAAtR0AALMdAAAAAQAAth0AAO4ZAABOBgAAQw4AALcdAABoBAAAuB0AAOgLAAA4AAAAuh0AALsdAABQBgAARg4AALwdAABRBgAAvR0AAO4SAAACAQAAMRcAAEcOAADjAgAASQ4AAL8dAABSBgAAwB0AAL4dAAADAQAAwR0AAPwZAABTBgAASw4AAMIdAABwBAAAwx0AAPALAAB3AAAAxB0AAMUdAABUBgAATQ4AAMYdAABVBgAAxx0AAAQTAAAEAQAANRcAAE4OAADlAgAAUA4AAMkdAABWBgAAyh0AAMgdAAAFAQAAyx0AAAkaAABXBgAAUg4AAMwdAAB3BAAAzR0AAPcLAABdAAAAzh0AAM8dAABYBgAAVA4AANAdAABZBgAA0R0AABoTAAAGAQAAORcAAFUOAADnAgAAVw4AANMdAABaBgAA1B0AANIdAAAHAQAA1R0AABYaAABbBgAAWQ4AANYdAAB+BAAA1x0AAP4LAAA6AAAA2R0AANodAABdBgAAXA4AANsdAABeBgAA3B0AADETAAAJAQAAPhcAAF0OAADqAgAAXw4AAN4dAABfBgAA3x0AAN0dAAAKAQAA4B0AACQaAABgBgAAYQ4AAOEdAACGBAAA4h0AAAYMAAB5AAAA4x0AAOQdAABhBgAAYw4AAOUdAABiBgAA5h0AAEcTAAALAQAAQhcAAGQOAADsAgAAZg4AAOgdAABjBgAA6R0AAOcdAAAMAQAA6h0AADEaAABkBgAAaA4AAOsdAACNBAAA7B0AAA0MAAB7AAAA7R0AAO4dAABlBgAAag4AAO8dAABmBgAA8B0AAF0TAAANAQAARhcAAGsOAADuAgAAbQ4AAPIdAABnBgAA8x0AAPEdAAAOAQAA9B0AAD4aAABoBgAAbw4AAPUdAACUBAAA9h0AABQMAAA8AAAA+B0AAPkdAABqBgAAcg4AAPodAABrBgAA+x0AAHQTAAAQAQAASxcAAHMOAADxAgAAdQ4AAP0dAABsBgAA/h0AAPwdAAARAQAA/x0AAEwaAABtBgAAdw4AAAAeAACcBAAAAR4AABwMAAB+AAAAAh4AAAMeAABuBgAAeQ4AAAQeAABvBgAABR4AAIoTAAASAQAATxcAAHoOAADzAgAAfA4AAAceAABwBgAACB4AAAYeAAATAQAACR4AAFkaAABxBgAAfg4AAAoeAACjBAAACx4AACMMAABiAAAADR4AAA4eAABzBgAAgQ4AAA8eAAB0BgAAEB4AAKETAAAVAQAAVBcAAIIOAAD2AgAAhA4AABIeAAB1BgAAEx4AABEeAAAWAQAAFB4AAGcaAAB2BgAAhg4AABUeAACrBAAAFh4AACsMAAA/AAAAGB4AABkeAAB4BgAAiQ4AABoeAAB5BgAAGx4AALgTAAAYAQAAWRcAAIoOAAD5AgAAjA4AAB0eAAB6BgAAHh4AABweAAAZAQAAHx4AAHUaAAB7BgAAjg4AACAeAACzBAAAIR4AADMMAACAAAAAIh4AACMeAAB8BgAAkA4AACQeAAB9BgAAJR4AAM4TAAAaAQAAXRcAAJEOAAD7AgAAkw4AACceAAB+BgAAKB4AACYeAAAbAQAAKR4AAIIaAAB/BgAAlQ4AACoeAAC6BAAAKx4AADoMAACCAAAALB4AAC0eAACABgAAlw4AAC4eAACBBgAALx4AAOQTAAAcAQAAYRcAAJgOAAD9AgAAmg4AADEeAACCBgAAMh4AADAeAAAdAQAAMx4AAI8aAACDBgAAnA4AADQeAADBBAAANR4AAEEMAABBAAAANx4AADgeAACFBgAAnw4AADkeAACGBgAAOh4AAPsTAAAfAQAAZhcAAKAOAAAAAwAAog4AADweAACHBgAAPR4AADseAAAgAQAAPh4AAJ0aAACIBgAApA4AAD8eAADJBAAAQB4AAEkMAACFAAAAQR4AAEIeAACJBgAApg4AAEMeAACKBgAARB4AABEUAAAhAQAAahcAAKcOAAACAwAAqQ4AAEYeAACLBgAARx4AAEUeAAAiAQAASB4AAKoaAACMBgAAqw4AAEkeAADQBAAASh4AAFAMAABmAAAATB4AAE0eAACOBgAArg4AAE4eAACPBgAATx4AACgUAAAkAQAAbxcAAK8OAAAFAwAAsQ4AAFEeAACQBgAAUh4AAFAeAAAlAQAAUx4AALgaAACRBgAAsw4AAFQeAADYBAAAVR4AAFgMAABEAAAAVx4AAFgeAACTBgAAtg4AAFkeAACUBgAAWh4AAD8UAAAnAQAAdBcAALcOAAAIAwAAuQ4AAFweAACVBgAAXR4AAFseAAAoAQAAXh4AAMYaAACWBgAAuw4AAF8eAADgBAAAYB4AAGAMAACHAAAAYR4AAGIeAACXBgAAvQ4AAGMeAACYBgAAZB4AAFUUAAApAQAAeBcAAL4OAAAKAwAAwA4AAGYeAACZBgAAZx4AAGUeAAAqAQAAaB4AANMaAACaBgAAwg4AAGkeAADnBAAAah4AAGcMAACJAAAAax4AAGweAACbBgAAxA4AAG0eAACcBgAAbh4AAGsUAAArAQAAfBcAAMUOAAAMAwAAxw4AAHAeAACdBgAAcR4AAG8eAAAsAQAAch4AAOAaAACeBgAAyQ4AAHMeAADuBAAAdB4AAG4MAABGAAAAdh4AAHceAACgBgAAzA4AAHgeAAChBgAAeR4AAIIUAAAuAQAAgRcAAM0OAAAPAwAAzw4AAHseAACiBgAAfB4AAHoeAAAvAQAAfR4AAO4aAACjBgAA0Q4AAH4eAAD2BAAAfx4AAHYMAACMAAAAgB4AAIEeAACkBgAA0w4AAIIeAAClBgAAgx4AAJgUAAAwAQAAhRcAANQOAAARAwAA1g4AAIUeAACmBgAAhh4AAIQeAAAxAQAAhx4AAPsaAACnBgAA2A4AAIgeAAD9BAAAiR4AAH0MAABqAAAAix4AAIweAACpBgAA2w4AAI0eAACqBgAAjh4AAK8UAAAzAQAAihcAANwOAAAUAwAA3g4AAJAeAACrBgAAkR4AAI8eAAA0AQAAkh4AAAkbAACsBgAA4A4AAJMeAAAFBQAAlB4AAIUMAABJAAAAlh4AAJceAACuBgAA4w4AAJgeAACvBgAAmR4AAMYUAAA2AQAAjxcAAOQOAAAXAwAA5g4AAJseAACwBgAAnB4AAJoeAAA3AQAAnR4AABcbAACxBgAA6A4AAJ4eAAANBQAAnx4AAI0MAACOAAAAoB4AAKEeAACyBgAA6g4AAKIeAACzBgAAox4AANwUAAA4AQAAkxcAAOsOAAAZAwAA7Q4AAKUeAAC0BgAAph4AAKQeAAA5AQAApx4AACQbAAC1BgAA7w4AAKgeAAAUBQAAqR4AAJQMAABxAAAAqh4AAKseAAC2BgAA8Q4AAKweAAC3BgAArR4AAPIUAAA6AQAAlxcAAPIOAAAbAwAA9A4AAK8eAAC4BgAAsB4AAK4eAAA7AQAAsR4AADEbAAC5BgAA9g4AALIeAAAbBQAAsx4AAJsMAABLAAAAtR4AALYeAAC7BgAA+Q4AALceAAC8BgAAuB4AAAkVAAA9AQAAnBcAAPoOAAAeAwAA/A4AALoeAAC9BgAAux4AALkeAAA+AQAAvB4AAD8bAAC+BgAA/g4AAL0eAAAjBQAAvh4AAKMMAACSAAAAvx4AAMAeAAC/BgAAAA8AAMEeAADABgAAwh4AAB8VAAA/AQAAoBcAAAEPAAAgAwAAAw8AAMQeAADBBgAAxR4AAMMeAABAAQAAxh4AAEwbAADCBgAABQ8AAMceAAAqBQAAyB4AAKoMAAB1AAAAyh4AAMseAADEBgAACA8AAMweAADFBgAAzR4AADYVAABCAQAApRcAAAkPAAAjAwAACw8AAM8eAADGBgAA0B4AAM4eAABDAQAA0R4AAFobAADHBgAADQ8AANIeAAAyBQAA0x4AALIMAABOAAAA1R4AANYeAADJBgAAEA8AANceAADKBgAA2B4AAE0VAABFAQAAqhcAABEPAAAmAwAAEw8AANoeAADLBgAA2x4AANkeAABGAQAA3B4AAGgbAADMBgAAFQ8AAN0eAAA6BQAA3h4AALoMAACUAAAA3x4AAOAeAADNBgAAFw8AAOEeAADOBgAA4h4AAGMVAABHAQAArhcAABgPAAAoAwAAGg8AAOQeAADPBgAA5R4AAOMeAABIAQAA5h4AAHUbAADQBgAAHA8AAOceAABBBQAA6B4AAMEMAAB8AAAA6h4AAOseAADSBgAAHw8AAOweAADTBgAA7R4AAHoVAABKAQAAsxcAACAPAAArAwAAIg8AAO8eAADUBgAA8B4AAO4eAABLAQAA8R4AAIMbAADVBgAAJA8AAPIeAABJBQAA8x4AAMkMAABRAAAA9R4AAPYeAADXBgAAJw8AAPceAADYBgAA+B4AAJEVAABNAQAAuBcAACgPAAAuAwAAKg8AAPoeAADZBgAA+x4AAPkeAABOAQAA/B4AAJEbAADaBgAALA8AAP0eAABRBQAA/h4AANEMAACYAAAA/x4AAAAfAADbBgAALg8AAAEfAADcBgAAAh8AAKcVAABPAQAAvBcAAC8PAAAwAwAAMQ8AAAQfAADdBgAABR8AAAMfAABQAQAABh8AAJ4bAADeBgAAMw8AAAcfAABYBQAACB8AANgMAACDAAAACh8AAAsfAADgBgAANg8AAAwfAADhBgAADR8AAL4VAABSAQAAwRcAADcPAAAzAwAAOQ8AAA8fAADiBgAAEB8AAA4fAABTAQAAER8AAKwbAADjBgAAOw8AABIfAABgBQAAEx8AAOAMAABUAAAAFR8AABYfAADlBgAAPg8AABcfAADmBgAAGB8AANUVAABVAQAAxhcAAD8PAAA2AwAAQQ8AABofAADnBgAAGx8AABkfAABWAQAAHB8AALobAADoBgAAQw8AAB0fAABoBQAAHh8AAOgMAACbAAAAHx8AACAfAADpBgAARQ8AACEfAADqBgAAIh8AAOsVAABXAQAAyhcAAEYPAAA4AwAASA8AACQfAADrBgAAJR8AACMfAABYAQAAJh8AAMcbAADsBgAASg8AACcfAABvBQAAKB8AAO8MAACKAAAAKh8AACsfAADuBgAATQ8AACwfAADvBgAALR8AAAIWAABaAQAAzxcAAE4PAAA7AwAAUA8AAC8fAADwBgAAMB8AAC4fAABbAQAAMR8AANUbAADxBgAAUg8AADIfAAB3BQAAMx8AAPcMAABXAAAANR8AADYfAADzBgAAVQ8AADcfAAD0BgAAOB8AABkWAABdAQAA1BcAAFYPAAA+AwAAWA8AADofAAD1BgAAOx8AADkfAABeAQAAPB8AAOMbAAD2BgAAWg8AAD0fAAB/BQAAPh8AAP8MAACeAAAAPx8AAEAfAAD3BgAAXA8AAEEfAAD4BgAAQh8AAC8WAABfAQAA2BcAAF0PAABAAwAAXw8AAEQfAAD5BgAARR8AAEMfAABgAQAARh8AAPAbAAD6BgAAYQ8AAEcfAACGBQAASB8AAAYNAACQAAAASh8AAEsfAAD8BgAAZA8AAEwfAAD9BgAATR8AAEYWAABiAQAA3RcAAGUPAABDAwAAZw8AAE8fAAD+BgAAUB8AAE4fAABjAQAAUR8AAP4bAAD/BgAAaQ8AAFIfAACOBQAAUx8AAA4NAABaAAAAVR8AAFYfAAABBwAAbA8AAFcfAAACBwAAWB8AAF0WAABlAQAA4hcAAG0PAABGAwAAbw8AAFofAAADBwAAWx8AAFkfAABmAQAAXB8AAAwcAAAEBwAAcQ8AAF0fAACWBQAAXh8AABYNAAChAAAAXx8AAGAfAAAFBwAAcw8AAGEfAAAGBwAAYh8AAHMWAABnAQAA5hcAAHQPAABIAwAAdg8AAGQfAAAHBwAAZR8AAGMfAABoAQAAZh8AABkcAAAIBwAAeA8AAGcfAACdBQAAaB8AAB0NAAAMAAAAah8AAGsfAAAKBwAAew8AAGwfAAALBwAAbR8AAFMRAABqAQAA6xcAAHwPAABLAwAAfg8AAG8fAAAMBwAAcB8AAG4fAABrAQAAcR8AAAYZAAANBwAAgA8AAHIfAADoAwAAcx8AAGgLAAAqAAAAIxwAAMwKAACjBQAAgw8AAHUfAABMAwAAdh8AAO4XAACjAAAA8BcAAIQPAABOAwAAhg8AAHgfAAAPBwAAeR8AAHcfAABsAQAAeh8AAIEPAAAQBwAAiA8AAHsfAAAOBwAAfB8AAHQfAAArAAAAfR8AAP8cAAARBwAAig8AAH4fAAABBgAAfx8AAMANAABtAQAA9BcAAIsPAABQAwAAjQ8AAIEfAAASBwAAgh8AAIAfAADXAAAAgx8AAOEWAAATBwAAjw8AAIQfAAC3AgAAhR8AADcKAAAPAAAAhx8AAIgfAAAVBwAAkg8AAIkfAAAWBwAAih8AAJcRAABvAQAA+RcAAJMPAABTAwAAlQ8AAIwfAAAXBwAAjR8AAIsfAABwAQAAjh8AAC8ZAAAYBwAAlw8AAI8fAAD/AwAAkB8AAH8LAAAtAAAALhwAANQKAACoBQAAmg8AAJIfAABUAwAAkx8AAPwXAACmAAAA/hcAAJsPAABWAwAAnQ8AAJUfAAAaBwAAlh8AAJQfAABxAQAAlx8AAJgPAAAbBwAAnw8AAJgfAAAZBwAAmR8AAJEfAAAuAAAAmh8AAB8dAAAcBwAAoQ8AAJsfAAAPBgAAnB8AANcNAAByAQAAAhgAAKIPAABYAwAApA8AAJ4fAAAdBwAAnx8AAJ0fAADfAAAAoB8AAO8WAAAeBwAApg8AAKEfAAC/AgAAoh8AAD8KAAARAAAAox8AAKQfAAAfBwAAqA8AAKUfAAAgBwAAph8AANoRAABzAQAABhgAAKkPAABaAwAAqw8AAKgfAAAhBwAAqR8AAKcfAAB0AQAAqh8AAFcZAAAiBwAArQ8AAKsfAAAVBAAArB8AAJULAAAvAAAAOBwAANsKAACsBQAAsA8AAK4fAABbAwAArx8AAAkYAACoAAAACxgAALEPAABdAwAAsw8AALEfAAAkBwAAsh8AALAfAAB1AQAAsx8AAK4PAAAlBwAAtQ8AALQfAAAjBwAAtR8AAK0fAAAwAAAAth8AAD4dAAAmBwAAtw8AALcfAAAcBgAAuB8AAO0NAAB2AQAADxgAALgPAABfAwAAug8AALofAAAnBwAAux8AALkfAADmAAAAvB8AAPwWAAAoBwAAvA8AAL0fAADGAgAAvh8AAEYKAAATAAAAvx8AAMAfAAApBwAAvg8AAMEfAAAqBwAAwh8AAB0SAAB3AQAAExgAAL8PAABhAwAAwQ8AAMQfAAArBwAAxR8AAMMfAAB4AQAAxh8AAH8ZAAAsBwAAww8AAMcfAAArBAAAyB8AAKsLAAAxAAAAQhwAAOIKAACwBQAAxg8AAMofAABiAwAAyx8AABYYAACqAAAAGBgAAMcPAABkAwAAyQ8AAM0fAAAuBwAAzh8AAMwfAAB5AQAAzx8AAMQPAAAvBwAAyw8AANAfAAAtBwAA0R8AAMkfAAAyAAAA0h8AAF0dAAAwBwAAzQ8AANMfAAApBgAA1B8AAAMOAAB6AQAAHBgAAM4PAABmAwAA0A8AANYfAAAxBwAA1x8AANUfAADtAAAA2B8AAAkXAAAyBwAA0g8AANkfAADNAgAA2h8AAE0KAAAOAAAAhh8AANsfAAAUBwAA0w8AANwfAAAzBwAA3R8AAF8SAABuAQAAHxgAANQPAABnAwAA1g8AAN8fAAA0BwAA4B8AAN4fAAB7AQAA4R8AAKYZAAA1BwAA2A8AAOIfAABABAAA4x8AAMALAAAsAAAASxwAAOgKAACzBQAA2w8AAOUfAABoAwAA5h8AACIYAACrAAAAJBgAANwPAABqAwAA3g8AAOgfAAA3BwAA6R8AAOcfAAB8AQAA6h8AANkPAAA4BwAA4A8AAOsfAAA2BwAA7B8AAOQfAAAzAAAA7R8AAHsdAAA5BwAA4g8AAO4fAAA1BgAA7x8AABgOAAB9AQAAKBgAAOMPAABsAwAA5Q8AAPEfAAA6BwAA8h8AAPAfAADzAAAA8x8AABUXAAA7BwAA5w8AAPQfAADTAgAA9R8AAFMKAAAWAAAA9h8AAPcfAAA8BwAA6Q8AAPgfAAA9BwAA+R8AAKISAAB+AQAALBgAAOoPAABuAwAA7A8AAPsfAAA+BwAA/B8AAPofAAB/AQAA/R8AAM4ZAAA/BwAA7g8AAP4fAABWBAAA/x8AANYLAAA0AAAAVRwAAO8KAAC3BQAA8Q8AAAEgAABvAwAAAiAAAC8YAACtAAAAMRgAAPIPAABxAwAA9A8AAAQgAABBBwAABSAAAAMgAACAAQAABiAAAO8PAABCBwAA9g8AAAcgAABABwAACCAAAAAgAAA1AAAACSAAAJodAABDBwAA+A8AAAogAABCBgAACyAAAC4OAACBAQAANRgAAPkPAABzAwAA+w8AAA0gAABEBwAADiAAAAwgAAD6AAAADyAAACIXAABFBwAA/Q8AABAgAADaAgAAESAAAFoKAAAYAAAAEyAAABQgAABHBwAAABAAABUgAABIBwAAFiAAAOYSAACDAQAAOhgAAAEQAAB2AwAAAxAAABggAABJBwAAGSAAABcgAACEAQAAGiAAAPcZAABKBwAABRAAABsgAABtBAAAHCAAAO0LAAA3AAAAYBwAAPcKAAC8BQAACBAAAB4gAAB3AwAAHyAAAD0YAACwAAAAPxgAAAkQAAB5AwAACxAAACEgAABMBwAAIiAAACAgAACFAQAAIyAAAAYQAABNBwAADRAAACQgAABLBwAAJSAAAB0gAAA4AAAAJiAAALodAABOBwAADxAAACcgAABQBgAAKCAAAEUOAACGAQAAQxgAABAQAAB7AwAAEhAAACogAABPBwAAKyAAACkgAAACAQAALCAAADAXAABQBwAAFBAAAC0gAADiAgAALiAAAGIKAAANAAAALyAAADAgAABRBwAAFhAAADEgAABSBwAAMiAAACkTAACHAQAARxgAABcQAAB9AwAAGRAAADQgAABTBwAANSAAADMgAACIAQAANiAAAB8aAABUBwAAGxAAADcgAACDBAAAOCAAAAMMAAA5AAAAahwAAP4KAADABQAAHhAAADogAAB+AwAAOyAAAEoYAACyAAAATBgAAB8QAACAAwAAIRAAAD0gAABWBwAAPiAAADwgAACJAQAAPyAAABwQAABXBwAAIxAAAEAgAABVBwAAQSAAADkgAAA6AAAAQiAAANkdAABYBwAAJRAAAEMgAABdBgAARCAAAFsOAACKAQAAUBgAACYQAACCAwAAKBAAAEYgAABZBwAARyAAAEUgAAAJAQAASCAAAD0XAABaBwAAKhAAAEkgAADpAgAASiAAAGkKAAAbAAAASyAAAEwgAABbBwAALBAAAE0gAABcBwAATiAAAGwTAACLAQAAVBgAAC0QAACEAwAALxAAAFAgAABdBwAAUSAAAE8gAACMAQAAUiAAAEcaAABeBwAAMRAAAFMgAACZBAAAVCAAABkMAAA7AAAAdBwAAAULAADEBQAANBAAAFYgAACFAwAAVyAAAFcYAAC0AAAAWRgAADUQAACHAwAANxAAAFkgAABgBwAAWiAAAFggAACNAQAAWyAAADIQAABhBwAAORAAAFwgAABfBwAAXSAAAFUgAAA8AAAAXiAAAPgdAABiBwAAOxAAAF8gAABqBgAAYCAAAHEOAACOAQAAXRgAADwQAACJAwAAPhAAAGIgAABjBwAAYyAAAGEgAAAQAQAAZCAAAEoXAABkBwAAQBAAAGUgAADwAgAAZiAAAHAKAAAQAAAAaCAAAGkgAABmBwAAQxAAAGogAABnBwAAayAAALATAACQAQAAYhgAAEQQAACMAwAARhAAAG0gAABoBwAAbiAAAGwgAACRAQAAbyAAAHAaAABpBwAASBAAAHAgAACwBAAAcSAAADAMAAA+AAAAfxwAAA0LAADJBQAASxAAAHMgAACNAwAAdCAAAGUYAAC3AAAAZxgAAEwQAACPAwAAThAAAHYgAABrBwAAdyAAAHUgAACSAQAAeCAAAEkQAABsBwAAUBAAAHkgAABqBwAAeiAAAHIgAAA/AAAAeyAAABgeAABtBwAAUhAAAHwgAAB4BgAAfSAAAIgOAACTAQAAaxgAAFMQAACRAwAAVRAAAH8gAABuBwAAgCAAAH4gAAAYAQAAgSAAAFgXAABvBwAAVxAAAIIgAAD4AgAAgyAAAHgKAAAeAAAAhCAAAIUgAABwBwAAWRAAAIYgAABxBwAAhyAAAPMTAACUAQAAbxgAAFoQAACTAwAAXBAAAIkgAAByBwAAiiAAAIggAACVAQAAiyAAAJgaAABzBwAAXhAAAIwgAADGBAAAjSAAAEYMAABAAAAAiRwAABQLAADNBQAAYRAAAI8gAACUAwAAkCAAAHIYAAC5AAAAdBgAAGIQAACWAwAAZBAAAJIgAAB1BwAAkyAAAJEgAACWAQAAlCAAAF8QAAB2BwAAZhAAAJUgAAB0BwAAliAAAI4gAABBAAAAlyAAADceAAB3BwAAaBAAAJggAACFBgAAmSAAAJ4OAACXAQAAeBgAAGkQAACYAwAAaxAAAJsgAAB4BwAAnCAAAJogAAAfAQAAnSAAAGUXAAB5BwAAbRAAAJ4gAAD/AgAAnyAAAH8KAAASAAAAoSAAAKIgAAB7BwAAcBAAAKMgAAB8BwAApCAAADcUAACZAQAAfRgAAHEQAACbAwAAcxAAAKYgAAB9BwAApyAAAKUgAACaAQAAqCAAAMEaAAB+BwAAdRAAAKkgAADdBAAAqiAAAF0MAABDAAAAlBwAABwLAADSBQAAeBAAAKwgAACcAwAArSAAAIAYAAC8AAAAghgAAHkQAACeAwAAexAAAK8gAACABwAAsCAAAK4gAACbAQAAsSAAAHYQAACBBwAAfRAAALIgAAB/BwAAsyAAAKsgAABEAAAAtCAAAFceAACCBwAAfxAAALUgAACTBgAAtiAAALUOAACcAQAAhhgAAIAQAACgAwAAghAAALggAACDBwAAuSAAALcgAAAnAQAAuiAAAHMXAACEBwAAhBAAALsgAAAHAwAAvCAAAIcKAAAhAAAAvSAAAL4gAACFBwAAhhAAAL8gAACGBwAAwCAAAHoUAACdAQAAihgAAIcQAACiAwAAiRAAAMIgAACHBwAAwyAAAMEgAACeAQAAxCAAAOkaAACIBwAAixAAAMUgAADzBAAAxiAAAHMMAABFAAAAnhwAACMLAADWBQAAjhAAAMggAACjAwAAySAAAI0YAAC+AAAAjxgAAI8QAAClAwAAkRAAAMsgAACKBwAAzCAAAMogAACfAQAAzSAAAIwQAACLBwAAkxAAAM4gAACJBwAAzyAAAMcgAABGAAAA0CAAAHYeAACMBwAAlRAAANEgAACgBgAA0iAAAMsOAACgAQAAkxgAAJYQAACnAwAAmBAAANQgAACNBwAA1SAAANMgAAAuAQAA1iAAAIAXAACOBwAAmhAAANcgAAAOAwAA2CAAAI4KAAAUAAAA2iAAANsgAACQBwAAnRAAANwgAACRBwAA3SAAAL4UAACiAQAAmBgAAJ4QAACqAwAAoBAAAN8gAACSBwAA4CAAAN4gAACjAQAA4SAAABIbAACTBwAAohAAAOIgAAAKBQAA4yAAAIoMAABIAAAAqRwAACsLAADbBQAApRAAAOUgAACrAwAA5iAAAJsYAADBAAAAnRgAAKYQAACtAwAAqBAAAOggAACVBwAA6SAAAOcgAACkAQAA6iAAAKMQAACWBwAAqhAAAOsgAACUBwAA7CAAAOQgAABJAAAA7SAAAJYeAACXBwAArBAAAO4gAACuBgAA7yAAAOIOAAClAQAAoRgAAK0QAACvAwAArxAAAPEgAACYBwAA8iAAAPAgAAA2AQAA8yAAAI4XAACZBwAAsRAAAPQgAAAWAwAA9SAAAJYKAAAXAAAA9iAAAPcgAACaBwAAsxAAAPggAACbBwAA+SAAAAEVAACmAQAApRgAALQQAACxAwAAthAAAPsgAACcBwAA/CAAAPogAACnAQAA/SAAADobAACdBwAAuBAAAP4gAAAgBQAA/yAAAKAMAABKAAAAsxwAADILAADfBQAAuxAAAAEhAACyAwAAAiEAAKgYAADDAAAAqhgAALwQAAC0AwAAvhAAAAQhAACfBwAABSEAAAMhAACoAQAABiEAALkQAACgBwAAwBAAAAchAACeBwAACCEAAAAhAABLAAAACSEAALUeAAChBwAAwhAAAAohAAC7BgAACyEAAPgOAACpAQAArhgAAMMQAAC2AwAAxRAAAA0hAACiBwAADiEAAAwhAAA9AQAADyEAAJsXAACjBwAAxxAAABAhAAAdAwAAESEAAJ0KAAAZAAAAEyEAABQhAAClBwAAyhAAABUhAACmBwAAFiEAAEUVAACrAQAAsxgAAMsQAAC5AwAAzRAAABghAACnBwAAGSEAABchAACsAQAAGiEAAGMbAACoBwAAzxAAABshAAA3BQAAHCEAALcMAABNAAAAvhwAADoLAADkBQAA0hAAAB4hAAC6AwAAHyEAALYYAADGAAAAuBgAANMQAAC8AwAA1RAAACEhAACqBwAAIiEAACAhAACtAQAAIyEAANAQAACrBwAA1xAAACQhAACpBwAAJSEAAB0hAABOAAAAJiEAANUeAACsBwAA2RAAACchAADJBgAAKCEAAA8PAACuAQAAvBgAANoQAAC+AwAA3BAAACohAACtBwAAKyEAACkhAABFAQAALCEAAKkXAACuBwAA3hAAAC0hAAAlAwAALiEAAKUKAAAcAAAAMCEAADEhAACwBwAA4RAAADIhAACxBwAAMyEAAIkVAACwAQAAwRgAAOIQAADBAwAA5BAAADUhAACyBwAANiEAADQhAACxAQAANyEAAIwbAACzBwAA5hAAADghAABOBQAAOSEAAM4MAABQAAAAyRwAAEILAADpBQAA6RAAADshAADCAwAAPCEAAMQYAADJAAAAxhgAAOoQAADEAwAA7BAAAD4hAAC1BwAAPyEAAD0hAACyAQAAQCEAAOcQAAC2BwAA7hAAAEEhAAC0BwAAQiEAADohAABRAAAAQyEAAPUeAAC3BwAA8BAAAEQhAADXBgAARSEAACYPAACzAQAAyhgAAPEQAADGAwAA8xAAAEchAAC4BwAASCEAAEYhAABNAQAASSEAALcXAAC5BwAA9RAAAEohAAAtAwAASyEAAK0KAAAfAAAATSEAAE4hAAC7BwAA+BAAAE8hAAC8BwAAUCEAAM0VAAC1AQAAzxgAAPkQAADJAwAA+xAAAFIhAAC9BwAAUyEAAFEhAAC2AQAAVCEAALUbAAC+BwAA/RAAAFUhAABlBQAAViEAAOUMAABTAAAA1BwAAEoLAADuBQAAABEAAFghAADKAwAAWSEAANIYAADMAAAA1BgAAAERAADMAwAAAxEAAFshAADABwAAXCEAAFohAAC3AQAAXSEAAP4QAADBBwAABREAAF4hAAC/BwAAXyEAAFchAABUAAAAYCEAABUfAADCBwAABxEAAGEhAADlBgAAYiEAAD0PAAC4AQAA2BgAAAgRAADOAwAAChEAAGQhAADDBwAAZSEAAGMhAABVAQAAZiEAAMUXAADEBwAADBEAAGchAAA1AwAAaCEAALUKAAAiAAAAaiEAAGshAADGBwAADxEAAGwhAADHBwAAbSEAABEWAAC6AQAA3RgAABARAADRAwAAEhEAAG8hAADIBwAAcCEAAG4hAAC7AQAAcSEAAN4bAADJBwAAFBEAAHIhAAB8BQAAcyEAAPwMAABWAAAA3xwAAFILAADzBQAAFxEAAHUhAADSAwAAdiEAAOAYAADPAAAA4hgAABgRAADUAwAAGhEAAHghAADLBwAAeSEAAHchAAC8AQAAeiEAABURAADMBwAAHBEAAHshAADKBwAAfCEAAHQhAABXAAAAfSEAADUfAADNBwAAHhEAAH4hAADzBgAAfyEAAFQPAAC9AQAA5hgAAB8RAADWAwAAIREAAIEhAADOBwAAgiEAAIAhAABdAQAAgyEAANMXAADPBwAAIxEAAIQhAAA9AwAAhSEAAL0KAAAkAAAAhyEAAIghAADRBwAAJhEAAIkhAADSBwAAiiEAAFUWAAC/AQAA6xgAACcRAADZAwAAKREAAIwhAADTBwAAjSEAAIshAADAAQAAjiEAAAccAADUBwAAKxEAAI8hAACTBQAAkCEAABMNAABZAAAA6hwAAFoLAAD4BQAALhEAAJIhAADaAwAAkyEAAO4YAADSAAAA8BgAAC8RAADcAwAAMREAAJUhAADWBwAAliEAAJQhAADBAQAAlyEAACwRAADXBwAAMxEAAJghAADVBwAAmSEAAJEhAABaAAAAmiEAAFUfAADYBwAANREAAJshAAABBwAAnCEAAGsPAADCAQAA9BgAADYRAADeAwAAOBEAAJ4hAADZBwAAnyEAAJ0hAABlAQAAoCEAAOEXAADaBwAAOhEAAKEhAABFAwAAoiEAAMUKAAAEAAAApCEAAKUhAADcBwAAPREAAKYhAADdBwAApyEAABITAADEAQAA+RgAAD4RAADhAwAAQBEAAKkhAADeBwAAqiEAAKghAADFAQAAqyEAABEaAADfBwAAQhEAAKwhAAB7BAAArSEAAPsLAABcAAAA9RwAAGILAAD9BQAARREAAK8hAADiAwAAsCEAAPwYAADVAAAA/hgAAEYRAADkAwAASBEAALIhAADhBwAAsyEAALEhAADGAQAAtCEAAEMRAADiBwAAShEAALUhAADgBwAAtiEAAK4hAABdAAAAtyEAAM4dAADjBwAATBEAALghAABYBgAAuSEAAFMOAADHAQAAAhkAAE0RAADmAwAATxEAALshAADkBwAAvCEAALohAAAGAQAAvSEAADgXAADlBwAAUREAAL4hAADmAgAAvyEAAGYKAAAMAAAAax8AADYKAAALBwAAVBEAAMEhAAC2AgAAwiEAAOAWAABrAQAABxkAAFURAADpAwAAVxEAAMQhAADnBwAAxSEAAMMhAADWAAAAxiEAAL8NAADoBwAAWREAAMchAAAABgAAyCEAAP4cAAArAAAAAB0AAGoLAAACBgAAXBEAAMohAADqAwAAyyEAAAoZAADYAAAADBkAAF0RAADsAwAAXxEAAM0hAADqBwAAziEAAMwhAADJAQAAzyEAAFoRAADrBwAAYREAANAhAADpBwAA0SEAAMkhAABeAAAA0iEAAGcLAADsBwAAYxEAANMhAADnAwAA1CEAAAUZAADKAQAAEBkAAGQRAADuAwAAZhEAANYhAADtBwAA1yEAANUhAADIAQAA2CEAAFIRAADuBwAAaBEAANkhAADmBwAA2iEAAMAhAAANAAAA2yEAAC8gAADvBwAAahEAANwhAABRBwAA3SEAABUQAADLAQAAFBkAAGsRAADwAwAAbREAAN8hAADwBwAA4CEAAN4hAACHAQAA4SEAAEYYAADxBwAAbxEAAOIhAAB8AwAA4yEAAPwKAABfAAAACh0AAHELAAAGBgAAchEAAOUhAADxAwAA5iEAABcZAADaAAAAGRkAAHMRAADzAwAAdREAAOghAADzBwAA6SEAAOchAADMAQAA6iEAAHARAAD0BwAAdxEAAOshAADyBwAA7CEAAOQhAAA5AAAA7SEAAGkcAAD1BwAAeREAAO4hAAC/BQAA7yEAAFQNAADNAQAAHRkAAHoRAAD1AwAAfBEAAPEhAAD2BwAA8iEAAPAhAACxAAAA8yEAAJ8WAAD3BwAAfhEAAPQhAACRAgAA9SEAABEKAAAFAAAA9yEAAPghAAD5BwAAgREAAPkhAAD6BwAA+iEAAJkTAADPAQAAIhkAAIIRAAD4AwAAhBEAAPwhAAD7BwAA/SEAAPshAADQAQAA/iEAAGIaAAD8BwAAhhEAAP8hAACoBAAAACIAACgMAABhAAAAFR0AAHkLAAALBgAAiREAAAIiAAD5AwAAAyIAACUZAADdAAAAJxkAAIoRAAD7AwAAjBEAAAUiAAD+BwAABiIAAAQiAADRAQAAByIAAIcRAAD/BwAAjhEAAAgiAAD9BwAACSIAAAEiAABiAAAACiIAAA0eAAAACAAAkBEAAAsiAABzBgAADCIAAIAOAADSAQAAKxkAAJERAAD9AwAAkxEAAA4iAAABCAAADyIAAA0iAAAVAQAAECIAAFMXAAACCAAAlREAABEiAAD1AgAAEiIAAHUKAAAPAAAAiB8AAD4KAAAWBwAAmBEAABQiAAC+AgAAFSIAAO4WAABwAQAAMBkAAJkRAAAABAAAmxEAABciAAAECAAAGCIAABYiAADeAAAAGSIAANYNAAAFCAAAnREAABoiAAAOBgAAGyIAAB4dAAAuAAAAIB0AAIELAAAQBgAAoBEAAB0iAAABBAAAHiIAADMZAADgAAAANRkAAKERAAADBAAAoxEAACAiAAAHCAAAISIAAB8iAADUAQAAIiIAAJ4RAAAICAAApREAACMiAAAGCAAAJCIAABwiAABjAAAAJSIAAH4LAAAJCAAApxEAACYiAAD+AwAAJyIAAC4ZAADVAQAAORkAAKgRAAAFBAAAqhEAACkiAAAKCAAAKiIAACgiAADTAQAAKyIAAJYRAAALCAAArBEAACwiAAADCAAALSIAABMiAAAQAAAALiIAAGggAAAMCAAArhEAAC8iAABmBwAAMCIAAEIQAADWAQAAPRkAAK8RAAAHBAAAsREAADIiAAANCAAAMyIAADEiAACQAQAANCIAAGEYAAAOCAAAsxEAADUiAACLAwAANiIAAAsLAABkAAAAKh0AAIgLAAAUBgAAthEAADgiAAAIBAAAOSIAAEAZAADiAAAAQhkAALcRAAAKBAAAuREAADsiAAAQCAAAPCIAADoiAADXAQAAPSIAALQRAAARCAAAuxEAAD4iAAAPCAAAPyIAADciAAA+AAAAQCIAAH4cAAASCAAAvREAAEEiAADIBQAAQiIAAGMNAADYAQAARhkAAL4RAAAMBAAAwBEAAEQiAAATCAAARSIAAEMiAAC2AAAARiIAAKgWAAAUCAAAwhEAAEciAACWAgAASCIAABYKAAABAAAASSIAAEoiAAAVCAAAxBEAAEsiAAAWCAAATCIAACAUAADZAQAAShkAAMURAAAOBAAAxxEAAE4iAAAXCAAATyIAAE0iAADaAQAAUCIAALMaAAAYCAAAyREAAFEiAADVBAAAUiIAAFUMAABlAAAANB0AAI8LAAAYBgAAzBEAAFQiAAAPBAAAVSIAAE0ZAADkAAAATxkAAM0RAAARBAAAzxEAAFciAAAaCAAAWCIAAFYiAADbAQAAWSIAAMoRAAAbCAAA0REAAFoiAAAZCAAAWyIAAFMiAABmAAAAXCIAAEweAAAcCAAA0xEAAF0iAACOBgAAXiIAAK0OAADcAQAAUxkAANQRAAATBAAA1hEAAGAiAAAdCAAAYSIAAF8iAAAkAQAAYiIAAG4XAAAeCAAA2BEAAGMiAAAEAwAAZCIAAIQKAAARAAAApB8AAEUKAAAgBwAA2xEAAGYiAADFAgAAZyIAAPsWAAB0AQAAWBkAANwRAAAWBAAA3hEAAGkiAAAgCAAAaiIAAGgiAADlAAAAayIAAOwNAAAhCAAA4BEAAGwiAAAbBgAAbSIAAD0dAAAwAAAAPx0AAJcLAAAdBgAA4xEAAG8iAAAXBAAAcCIAAFsZAADnAAAAXRkAAOQRAAAZBAAA5hEAAHIiAAAjCAAAcyIAAHEiAADeAQAAdCIAAOERAAAkCAAA6BEAAHUiAAAiCAAAdiIAAG4iAABnAAAAdyIAAJQLAAAlCAAA6hEAAHgiAAAUBAAAeSIAAFYZAADfAQAAYRkAAOsRAAAbBAAA7REAAHsiAAAmCAAAfCIAAHoiAADdAQAAfSIAANkRAAAnCAAA7xEAAH4iAAAfCAAAfyIAAGUiAAASAAAAgCIAAKEgAAAoCAAA8REAAIEiAAB7BwAAgiIAAG8QAADgAQAAZRkAAPIRAAAdBAAA9BEAAIQiAAApCAAAhSIAAIMiAACZAQAAhiIAAHwYAAAqCAAA9hEAAIciAACaAwAAiCIAABoLAABoAAAASR0AAJ4LAAAhBgAA+REAAIoiAAAeBAAAiyIAAGgZAADpAAAAahkAAPoRAAAgBAAA/BEAAI0iAAAsCAAAjiIAAIwiAADhAQAAjyIAAPcRAAAtCAAA/hEAAJAiAAArCAAAkSIAAIkiAABDAAAAkiIAAJMcAAAuCAAAABIAAJMiAADRBQAAlCIAAHINAADiAQAAbhkAAAESAAAiBAAAAxIAAJYiAAAvCAAAlyIAAJUiAAC7AAAAmCIAALEWAAAwCAAABRIAAJkiAACbAgAAmiIAABsKAAACAAAAmyIAAJwiAAAxCAAABxIAAJ0iAAAyCAAAniIAAKcUAADjAQAAchkAAAgSAAAkBAAAChIAAKAiAAAzCAAAoSIAAJ8iAADkAQAAoiIAAAQbAAA0CAAADBIAAKMiAAACBQAApCIAAIIMAABpAAAAUx0AAKULAAAlBgAADxIAAKYiAAAlBAAApyIAAHUZAADrAAAAdxkAABASAAAnBAAAEhIAAKkiAAA2CAAAqiIAAKgiAADlAQAAqyIAAA0SAAA3CAAAFBIAAKwiAAA1CAAArSIAAKUiAABqAAAAriIAAIseAAA4CAAAFhIAAK8iAACpBgAAsCIAANoOAADmAQAAexkAABcSAAApBAAAGRIAALIiAAA5CAAAsyIAALEiAAAzAQAAtCIAAIkXAAA6CAAAGxIAALUiAAATAwAAtiIAAJMKAAATAAAAwB8AAEwKAAAqBwAAHhIAALgiAADMAgAAuSIAAAgXAAB4AQAAgBkAAB8SAAAsBAAAIRIAALsiAAA8CAAAvCIAALoiAADsAAAAvSIAAAIOAAA9CAAAIxIAAL4iAAAoBgAAvyIAAFwdAAAyAAAAXh0AAK0LAAAqBgAAJhIAAMEiAAAtBAAAwiIAAIMZAADuAAAAhRkAACcSAAAvBAAAKRIAAMQiAAA/CAAAxSIAAMMiAADoAQAAxiIAACQSAABACAAAKxIAAMciAAA+CAAAyCIAAMAiAABrAAAAySIAAKoLAABBCAAALRIAAMoiAAAqBAAAyyIAAH4ZAADpAQAAiRkAAC4SAAAxBAAAMBIAAM0iAABCCAAAziIAAMwiAADnAQAAzyIAABwSAABDCAAAMhIAANAiAAA7CAAA0SIAALciAAAUAAAA0iIAANogAABECAAANBIAANMiAACQBwAA1CIAAJwQAADqAQAAjRkAADUSAAAzBAAANxIAANYiAABFCAAA1yIAANUiAACiAQAA2CIAAJcYAABGCAAAORIAANkiAACpAwAA2iIAACkLAABsAAAAaB0AALQLAAAuBgAAPBIAANwiAAA0BAAA3SIAAJAZAADwAAAAkhkAAD0SAAA2BAAAPxIAAN8iAABICAAA4CIAAN4iAADrAQAA4SIAADoSAABJCAAAQRIAAOIiAABHCAAA4yIAANsiAABIAAAA5CIAAKgcAABKCAAAQxIAAOUiAADaBQAA5iIAAIENAADsAQAAlhkAAEQSAAA4BAAARhIAAOgiAABLCAAA6SIAAOciAADAAAAA6iIAALoWAABMCAAASBIAAOsiAACgAgAA7CIAACAKAAADAAAA9iEAAA4KAAD4BwAASRIAAO0iAACOAgAA7iIAAJoWAADOAQAAmRkAAEoSAAA5BAAATBIAAPAiAABNCAAA8SIAAO8iAACuAAAA8iIAAEwNAABOCAAAThIAAPMiAAC6BQAA9CIAAF4cAABgAAAAcR0AALoLAAAxBgAAURIAAPYiAAA6BAAA9yIAAJwZAADxAAAAnhkAAFISAAA8BAAAVBIAAPkiAABQCAAA+iIAAPgiAADtAQAA+yIAAE8SAABRCAAAVhIAAPwiAABPCAAA/SIAAPUiAAA2AAAA/iIAAPQKAABSCAAAWBIAAP8iAAB0AwAAACMAADgYAADuAQAAohkAAFkSAAA+BAAAWxIAAAIjAABTCAAAAyMAAAEjAACCAQAABCMAAP4PAABUCAAAXRIAAAUjAABGBwAABiMAABIgAAAOAAAA2x8AAFIKAAAzBwAAYBIAAAgjAADSAgAACSMAABQXAAB7AQAApxkAAGESAABBBAAAYxIAAAsjAABWCAAADCMAAAojAADyAAAADSMAABcOAABXCAAAZRIAAA4jAAA0BgAADyMAAHodAAAzAAAAfB0AAMILAAA2BgAAaBIAABEjAABCBAAAEiMAAKoZAAD0AAAArBkAAGkSAABEBAAAaxIAABQjAABZCAAAFSMAABMjAADwAQAAFiMAAGYSAABaCAAAbRIAABcjAABYCAAAGCMAABAjAABtAAAAGSMAAL8LAABbCAAAbxIAABojAAA/BAAAGyMAAKUZAADxAQAAsBkAAHASAABGBAAAchIAAB0jAABcCAAAHiMAABwjAADvAQAAHyMAAF4SAABdCAAAdBIAACAjAABVCAAAISMAAAcjAAAVAAAAIiMAAF4KAABeCAAAdhIAACMjAADeAgAAJCMAACoXAADyAQAAtBkAAHcSAABIBAAAeRIAACYjAABfCAAAJyMAACUjAAD+AAAAKCMAADwOAABgCAAAexIAACkjAABKBgAAKiMAAK4dAABuAAAAhh0AAMkLAAA6BgAAfhIAACwjAABJBAAALSMAALcZAAD2AAAAuRkAAH8SAABLBAAAgRIAAC8jAABiCAAAMCMAAC4jAADzAQAAMSMAAHwSAABjCAAAgxIAADIjAABhCAAAMyMAACsjAABvAAAANCMAAOQLAABkCAAAhRIAADUjAABkBAAANiMAAOgZAAD0AQAAvRkAAIYSAABNBAAAiBIAADgjAABlCAAAOSMAADcjAAD1AQAAOiMAAM4SAABmCAAAihIAADsjAABnCAAAPCMAAD0jAAAIAAAAPiMAAD8jAABoCAAAjBIAAEAjAABpCAAAQSMAAOoUAAD2AQAAwRkAAI0SAABPBAAAjxIAAEMjAABqCAAARCMAAEIjAAD3AQAARSMAACwbAABrCAAAkRIAAEYjAAAYBQAARyMAAJgMAABwAAAAkB0AANALAAA+BgAAlBIAAEkjAABQBAAASiMAAMQZAAD4AAAAxhkAAJUSAABSBAAAlxIAAEwjAABtCAAATSMAAEsjAAD4AQAATiMAAJISAABuCAAAmRIAAE8jAABsCAAAUCMAAEgjAABxAAAAUSMAAKoeAABvCAAAmxIAAFIjAAC2BgAAUyMAAPAOAAD5AQAAyhkAAJwSAABUBAAAnhIAAFUjAABwCAAAViMAAFQjAAA6AQAAVyMAAJYXAABxCAAAoBIAAFgjAAAaAwAAWSMAAJoKAAAWAAAA9x8AAFkKAAA9BwAAoxIAAFsjAADZAgAAXCMAACEXAAB/AQAAzxkAAKQSAABXBAAAphIAAF4jAABzCAAAXyMAAF0jAAD5AAAAYCMAAC0OAAB0CAAAqBIAAGEjAABBBgAAYiMAAJkdAAA1AAAAmx0AANgLAABDBgAAqxIAAGQjAABYBAAAZSMAANIZAAD7AAAA1BkAAKwSAABaBAAArhIAAGcjAAB2CAAAaCMAAGYjAAD7AQAAaSMAAKkSAAB3CAAAsBIAAGojAAB1CAAAayMAAGMjAAByAAAAbCMAANULAAB4CAAAshIAAG0jAABVBAAAbiMAAM0ZAAD8AQAA2BkAALMSAABcBAAAtRIAAHAjAAB5CAAAcSMAAG8jAAD6AQAAciMAAKESAAB6CAAAtxIAAHMjAAByCAAAdCMAAFojAAAXAAAAdSMAAPYgAAB7CAAAuRIAAHYjAACaBwAAdyMAALIQAAD9AQAA3BkAALoSAABeBAAAvBIAAHkjAAB8CAAAeiMAAHgjAACmAQAAeyMAAKQYAAB9CAAAvhIAAHwjAACwAwAAfSMAADALAABzAAAApR0AAN8LAABHBgAAwRIAAH8jAABfBAAAgCMAAN8ZAAD9AAAA4RkAAMISAABhBAAAxBIAAIIjAAB/CAAAgyMAAIEjAAD+AQAAhCMAAL8SAACACAAAxhIAAIUjAAB+CAAAhiMAAH4jAABKAAAAhyMAALIcAACBCAAAyBIAAIgjAADeBQAAiSMAAIgNAAD/AQAA5RkAAMkSAABjBAAAyxIAAIsjAACCCAAAjCMAAIojAADCAAAAjSMAAL4WAACDCAAAzRIAAI4jAACiAgAAjyMAACIKAAAJAAAAkCMAAJEjAACECAAA0BIAAJIjAACFCAAAkyMAAC4VAAAAAgAA6hkAANESAABmBAAA0xIAAJUjAACGCAAAliMAAJQjAAABAgAAlyMAAFUbAACHCAAA1RIAAJgjAAAvBQAAmSMAAK8MAAB0AAAAsB0AAOcLAABMBgAA2BIAAJsjAABnBAAAnCMAAO0ZAAAAAQAA7xkAANkSAABpBAAA2xIAAJ4jAACJCAAAnyMAAJ0jAAACAgAAoCMAANYSAACKCAAA3RIAAKEjAACICAAAoiMAAJojAAB1AAAAoyMAAMoeAACLCAAA3xIAAKQjAADEBgAApSMAAAcPAAADAgAA8xkAAOASAABrBAAA4hIAAKcjAACMCAAAqCMAAKYjAABCAQAAqSMAAKQXAACNCAAA5BIAAKojAAAiAwAAqyMAAKIKAAAYAAAAFCAAAGEKAABIBwAA5xIAAK0jAADhAgAAriMAAC8XAACEAQAA+BkAAOgSAABuBAAA6hIAALAjAACPCAAAsSMAAK8jAAABAQAAsiMAAEQOAACQCAAA7BIAALMjAABPBgAAtCMAALkdAAA4AAAAux0AAO8LAABRBgAA7xIAALYjAABvBAAAtyMAAPsZAAADAQAA/RkAAPASAABxBAAA8hIAALkjAACSCAAAuiMAALgjAAAFAgAAuyMAAO0SAACTCAAA9BIAALwjAACRCAAAvSMAALUjAAB2AAAAviMAAOwLAACUCAAA9hIAAL8jAABsBAAAwCMAAPYZAAAGAgAAARoAAPcSAABzBAAA+RIAAMIjAACVCAAAwyMAAMEjAAAEAgAAxCMAAOUSAACWCAAA+xIAAMUjAACOCAAAxiMAAKwjAAAZAAAAxyMAABMhAACXCAAA/RIAAMgjAAClBwAAySMAAMkQAAAHAgAABRoAAP4SAAB1BAAAABMAAMsjAACYCAAAzCMAAMojAACrAQAAzSMAALIYAACZCAAAAhMAAM4jAAC4AwAAzyMAADgLAAB3AAAAxR0AAPYLAABVBgAABRMAANEjAAB2BAAA0iMAAAgaAAAFAQAAChoAAAYTAAB4BAAACBMAANQjAACbCAAA1SMAANMjAAAIAgAA1iMAAAMTAACcCAAAChMAANcjAACaCAAA2CMAANAjAABNAAAA2SMAAL0cAACdCAAADBMAANojAADjBQAA2yMAAJANAAAJAgAADhoAAA0TAAB6BAAADxMAAN0jAACeCAAA3iMAANwjAADFAAAA3yMAAMMWAACfCAAAERMAAOAjAAClAgAA4SMAACUKAAAEAAAApSEAABUKAADdBwAAExMAAOIjAACVAgAA4yMAAKcWAADFAQAAEhoAABQTAAB8BAAAFhMAAOUjAACgCAAA5iMAAOQjAAC1AAAA5yMAAGINAAChCAAAGBMAAOgjAADHBQAA6SMAAH0cAABdAAAAzx0AAP0LAABZBgAAGxMAAOsjAAB9BAAA7CMAABUaAAAHAQAAFxoAABwTAAB/BAAAHhMAAO4jAACjCAAA7yMAAO0jAAAKAgAA8CMAABkTAACkCAAAIBMAAPEjAACiCAAA8iMAAOojAAA9AAAA8yMAAAoLAAClCAAAIhMAAPQjAACKAwAA9SMAAGAYAAALAgAAGxoAACMTAACBBAAAJRMAAPcjAACmCAAA+CMAAPYjAACPAQAA+SMAAEEQAACnCAAAJxMAAPojAABlBwAA+yMAAGcgAAANAAAAMCAAAGgKAABSBwAAKhMAAP0jAADoAgAA/iMAADwXAACIAQAAIBoAACsTAACEBAAALRMAAAAkAACpCAAAASQAAP8jAAAIAQAAAiQAAFoOAACqCAAALxMAAAMkAABcBgAABCQAANgdAAA6AAAA2h0AAAUMAABeBgAAMhMAAAYkAACFBAAAByQAACMaAAAKAQAAJRoAADMTAACHBAAANRMAAAkkAACsCAAACiQAAAgkAAANAgAACyQAADATAACtCAAANxMAAAwkAACrCAAADSQAAAUkAAB4AAAADiQAAAIMAACuCAAAORMAAA8kAACCBAAAECQAAB4aAAAOAgAAKRoAADoTAACJBAAAPBMAABIkAACvCAAAEyQAABEkAAAMAgAAFCQAACgTAACwCAAAPhMAABUkAACoCAAAFiQAAPwjAAAaAAAAFyQAAHQKAACxCAAAQBMAABgkAAD0AgAAGSQAAFIXAAAPAgAALRoAAEETAACLBAAAQxMAABskAACyCAAAHCQAABokAAAUAQAAHSQAAH8OAACzCAAARRMAAB4kAAByBgAAHyQAAAweAAB5AAAA5B0AAAwMAABiBgAASBMAACEkAACMBAAAIiQAADAaAAAMAQAAMhoAAEkTAACOBAAASxMAACQkAAC1CAAAJSQAACMkAAAQAgAAJiQAAEYTAAC2CAAATRMAACckAAC0CAAAKCQAACAkAAB6AAAAKSQAACcMAAC3CAAATxMAACokAACnBAAAKyQAAGEaAAARAgAANhoAAFATAACQBAAAUhMAAC0kAAC4CAAALiQAACwkAAASAgAALyQAAJgTAAC5CAAAVBMAADAkAAC6CAAAMSQAADIkAAAKAAAAMyQAADQkAAC7CAAAVhMAADUkAAC8CAAANiQAAHIVAAATAgAAOhoAAFcTAACSBAAAWRMAADgkAAC9CAAAOSQAADckAAAUAgAAOiQAAH4bAAC+CAAAWxMAADskAABGBQAAPCQAAMYMAAB7AAAA7h0AABMMAABmBgAAXhMAAD4kAACTBAAAPyQAAD0aAAAOAQAAPxoAAF8TAACVBAAAYRMAAEEkAADACAAAQiQAAEAkAAAVAgAAQyQAAFwTAADBCAAAYxMAAEQkAAC/CAAARSQAAD0kAAB8AAAARiQAAOoeAADCCAAAZRMAAEckAADSBgAASCQAAB4PAAAWAgAAQxoAAGYTAACXBAAAaBMAAEokAADDCAAASyQAAEkkAABKAQAATCQAALIXAADECAAAahMAAE0kAAAqAwAATiQAAKoKAAAbAAAATCAAAG8KAABcBwAAbRMAAFAkAADvAgAAUSQAAEkXAACMAQAASBoAAG4TAACaBAAAcBMAAFMkAADGCAAAVCQAAFIkAAAPAQAAVSQAAHAOAADHCAAAchMAAFYkAABpBgAAVyQAAPcdAAA8AAAA+R0AABsMAABrBgAAdRMAAFkkAACbBAAAWiQAAEsaAAARAQAATRoAAHYTAACdBAAAeBMAAFwkAADJCAAAXSQAAFskAAAYAgAAXiQAAHMTAADKCAAAehMAAF8kAADICAAAYCQAAFgkAAB9AAAAYSQAABgMAADLCAAAfBMAAGIkAACYBAAAYyQAAEYaAAAZAgAAURoAAH0TAACfBAAAfxMAAGUkAADMCAAAZiQAAGQkAAAXAgAAZyQAAGsTAADNCAAAgRMAAGgkAADFCAAAaSQAAE8kAAAcAAAAaiQAADAhAADOCAAAgxMAAGskAACwBwAAbCQAAOAQAAAaAgAAVRoAAIQTAAChBAAAhhMAAG4kAADPCAAAbyQAAG0kAACwAQAAcCQAAMAYAADQCAAAiBMAAHEkAADAAwAAciQAAEALAAB+AAAAAx4AACIMAABvBgAAixMAAHQkAACiBAAAdSQAAFgaAAATAQAAWhoAAIwTAACkBAAAjhMAAHckAADSCAAAeCQAAHYkAAAbAgAAeSQAAIkTAADTCAAAkBMAAHokAADRCAAAeyQAAHMkAABQAAAAfCQAAMgcAADUCAAAkhMAAH0kAADoBQAAfiQAAJgNAAAcAgAAXhoAAJMTAACmBAAAlRMAAIAkAADVCAAAgSQAAH8kAADIAAAAgiQAAMgWAADWCAAAlxMAAIMkAACoAgAAhCQAACgKAAAFAAAA+CEAABoKAAD6BwAAmhMAAIUkAACaAgAAhiQAALAWAADQAQAAYxoAAJsTAACpBAAAnRMAAIgkAADXCAAAiSQAAIckAAC6AAAAiiQAAHENAADYCAAAnxMAAIskAADQBQAAjCQAAJIcAABiAAAADh4AACoMAAB0BgAAohMAAI4kAACqBAAAjyQAAGYaAAAWAQAAaBoAAKMTAACsBAAApRMAAJEkAADaCAAAkiQAAJAkAAAdAgAAkyQAAKATAADbCAAApxMAAJQkAADZCAAAlSQAAI0kAABCAAAAliQAABkLAADcCAAAqRMAAJckAACZAwAAmCQAAHsYAAAeAgAAbBoAAKoTAACuBAAArBMAAJokAADdCAAAmyQAAJkkAACYAQAAnCQAAG4QAADeCAAArhMAAJ0kAAB6BwAAniQAAKAgAAAQAAAAaSAAAHcKAABnBwAAsRMAAKAkAAD3AgAAoSQAAFcXAACRAQAAcRoAALITAACxBAAAtBMAAKMkAADgCAAApCQAAKIkAAAXAQAApSQAAIcOAADhCAAAthMAAKYkAAB3BgAApyQAABceAAA/AAAAGR4AADIMAAB5BgAAuRMAAKkkAACyBAAAqiQAAHQaAAAZAQAAdhoAALoTAAC0BAAAvBMAAKwkAADjCAAArSQAAKskAAAgAgAAriQAALcTAADkCAAAvhMAAK8kAADiCAAAsCQAAKgkAAB/AAAAsSQAAC8MAADlCAAAwBMAALIkAACvBAAAsyQAAG8aAAAhAgAAehoAAMETAAC2BAAAwxMAALUkAADmCAAAtiQAALQkAAAfAgAAtyQAAK8TAADnCAAAxRMAALgkAADfCAAAuSQAAJ8kAAAdAAAAuiQAAIMKAADoCAAAxxMAALskAAADAwAAvCQAAG0XAAAiAgAAfhoAAMgTAAC4BAAAyhMAAL4kAADpCAAAvyQAAL0kAAAjAQAAwCQAAKwOAADqCAAAzBMAAMEkAACNBgAAwiQAAEseAACAAAAAIx4AADkMAAB9BgAAzxMAAMQkAAC5BAAAxSQAAIEaAAAbAQAAgxoAANATAAC7BAAA0hMAAMckAADsCAAAyCQAAMYkAAAjAgAAySQAAM0TAADtCAAA1BMAAMokAADrCAAAyyQAAMMkAACBAAAAzCQAAFQMAADuCAAA1hMAAM0kAADUBAAAziQAALIaAAAkAgAAhxoAANcTAAC9BAAA2RMAANAkAADvCAAA0SQAAM8kAAAlAgAA0iQAAB8UAADwCAAA2xMAANMkAADxCAAA1CQAANUkAAAGAAAA1iQAANckAADyCAAA3RMAANgkAADzCAAA2SQAALYVAAAmAgAAixoAAN4TAAC/BAAA4BMAANskAAD0CAAA3CQAANokAAAnAgAA3SQAAKcbAAD1CAAA4hMAAN4kAABdBQAA3yQAAN0MAACCAAAALR4AAEAMAACBBgAA5RMAAOEkAADABAAA4iQAAI4aAAAdAQAAkBoAAOYTAADCBAAA6BMAAOQkAAD3CAAA5SQAAOMkAAAoAgAA5iQAAOMTAAD4CAAA6hMAAOckAAD2CAAA6CQAAOAkAACDAAAA6SQAAAofAAD5CAAA7BMAAOokAADgBgAA6yQAADUPAAApAgAAlBoAAO0TAADEBAAA7xMAAO0kAAD6CAAA7iQAAOwkAABSAQAA7yQAAMAXAAD7CAAA8RMAAPAkAAAyAwAA8SQAALIKAAAeAAAAhSAAAH4KAABxBwAA9BMAAPMkAAD+AgAA9CQAAGQXAACVAQAAmRoAAPUTAADHBAAA9xMAAPYkAAD9CAAA9yQAAPUkAAAeAQAA+CQAAJ0OAAD+CAAA+RMAAPkkAACEBgAA+iQAADYeAABBAAAAOB4AAEgMAACGBgAA/BMAAPwkAADIBAAA/SQAAJwaAAAgAQAAnhoAAP0TAADKBAAA/xMAAP8kAAAACQAAACUAAP4kAAArAgAAASUAAPoTAAABCQAAARQAAAIlAAD/CAAAAyUAAPskAACEAAAABCUAAEUMAAACCQAAAxQAAAUlAADFBAAABiUAAJcaAAAsAgAAohoAAAQUAADMBAAABhQAAAglAAADCQAACSUAAAclAAAqAgAACiUAAPITAAAECQAACBQAAAslAAD8CAAADCUAAPIkAAAfAAAADSUAAE0hAAAFCQAAChQAAA4lAAC7BwAADyUAAPcQAAAtAgAAphoAAAsUAADOBAAADRQAABElAAAGCQAAEiUAABAlAAC1AQAAEyUAAM4YAAAHCQAADxQAABQlAADIAwAAFSUAAEgLAACFAAAAQh4AAE8MAACKBgAAEhQAABclAADPBAAAGCUAAKkaAAAiAQAAqxoAABMUAADRBAAAFRQAABolAAAJCQAAGyUAABklAAAuAgAAHCUAABAUAAAKCQAAFxQAAB0lAAAICQAAHiUAABYlAABTAAAAHyUAANMcAAALCQAAGRQAACAlAADtBQAAISUAAKANAAAvAgAArxoAABoUAADTBAAAHBQAACMlAAAMCQAAJCUAACIlAADLAAAAJSUAAM0WAAANCQAAHhQAACYlAACrAgAAJyUAACsKAAABAAAASiIAAB8KAAAWCAAAIRQAACglAACfAgAAKSUAALkWAADaAQAAtBoAACIUAADWBAAAJBQAACslAAAOCQAALCUAAColAAC/AAAALSUAAIANAAAPCQAAJhQAAC4lAADZBQAALyUAAKccAABmAAAATR4AAFcMAACPBgAAKRQAADElAADXBAAAMiUAALcaAAAlAQAAuRoAACoUAADZBAAALBQAADQlAAARCQAANSUAADMlAAAwAgAANiUAACcUAAASCQAALhQAADclAAAQCQAAOCUAADAlAABHAAAAOSUAACgLAAATCQAAMBQAADolAACoAwAAOyUAAJYYAAAxAgAAvRoAADEUAADbBAAAMxQAAD0lAAAUCQAAPiUAADwlAAChAQAAPyUAAJsQAAAVCQAANRQAAEAlAACPBwAAQSUAANkgAAASAAAAoiAAAIYKAAB8BwAAOBQAAEMlAAAGAwAARCUAAHIXAACaAQAAwhoAADkUAADeBAAAOxQAAEYlAAAXCQAARyUAAEUlAAAmAQAASCUAALQOAAAYCQAAPRQAAEklAACSBgAASiUAAFYeAABEAAAAWB4AAF8MAACUBgAAQBQAAEwlAADfBAAATSUAAMUaAAAoAQAAxxoAAEEUAADhBAAAQxQAAE8lAAAaCQAAUCUAAE4lAAAzAgAAUSUAAD4UAAAbCQAARRQAAFIlAAAZCQAAUyUAAEslAACGAAAAVCUAAFwMAAAcCQAARxQAAFUlAADcBAAAViUAAMAaAAA0AgAAyxoAAEgUAADjBAAAShQAAFglAAAdCQAAWSUAAFclAAAyAgAAWiUAADYUAAAeCQAATBQAAFslAAAWCQAAXCUAAEIlAAAgAAAAXSUAAJIKAAAfCQAAThQAAF4lAAASAwAAXyUAAIgXAAA1AgAAzxoAAE8UAADlBAAAURQAAGElAAAgCQAAYiUAAGAlAAAyAQAAYyUAANkOAAAhCQAAUxQAAGQlAACoBgAAZSUAAIoeAACHAAAAYh4AAGYMAACYBgAAVhQAAGclAADmBAAAaCUAANIaAAAqAQAA1BoAAFcUAADoBAAAWRQAAGolAAAjCQAAayUAAGklAAA2AgAAbCUAAFQUAAAkCQAAWxQAAG0lAAAiCQAAbiUAAGYlAACIAAAAbyUAAIEMAAAlCQAAXRQAAHAlAAABBQAAcSUAAAMbAAA3AgAA2BoAAF4UAADqBAAAYBQAAHMlAAAmCQAAdCUAAHIlAAA4AgAAdSUAAKYUAAAnCQAAYhQAAHYlAAAoCQAAdyUAAHglAAAHAAAAeSUAAHolAAApCQAAZBQAAHslAAAqCQAAfCUAAPoVAAA5AgAA3BoAAGUUAADsBAAAZxQAAH4lAAArCQAAfyUAAH0lAAA6AgAAgCUAANAbAAAsCQAAaRQAAIElAAB0BQAAgiUAAPQMAACJAAAAbB4AAG0MAACcBgAAbBQAAIQlAADtBAAAhSUAAN8aAAAsAQAA4RoAAG0UAADvBAAAbxQAAIclAAAuCQAAiCUAAIYlAAA7AgAAiSUAAGoUAAAvCQAAcRQAAIolAAAtCQAAiyUAAIMlAACKAAAAjCUAACofAAAwCQAAcxQAAI0lAADuBgAAjiUAAEwPAAA8AgAA5RoAAHQUAADxBAAAdhQAAJAlAAAxCQAAkSUAAI8lAABaAQAAkiUAAM4XAAAyCQAAeBQAAJMlAAA6AwAAlCUAALoKAAAhAAAAviAAAI0KAACGBwAAexQAAJYlAAANAwAAlyUAAH8XAACeAQAA6hoAAHwUAAD0BAAAfhQAAJklAAA0CQAAmiUAAJglAAAtAQAAmyUAAMoOAAA1CQAAgBQAAJwlAACfBgAAnSUAAHUeAABGAAAAdx4AAHUMAAChBgAAgxQAAJ8lAAD1BAAAoCUAAO0aAAAvAQAA7xoAAIQUAAD3BAAAhhQAAKIlAAA3CQAAoyUAAKElAAA+AgAApCUAAIEUAAA4CQAAiBQAAKUlAAA2CQAApiUAAJ4lAACLAAAApyUAAHIMAAA5CQAAihQAAKglAADyBAAAqSUAAOgaAAA/AgAA8xoAAIsUAAD5BAAAjRQAAKslAAA6CQAArCUAAKolAAA9AgAArSUAAHkUAAA7CQAAjxQAAK4lAAAzCQAAryUAAJUlAAAiAAAAsCUAAGohAAA8CQAAkRQAALElAADGBwAAsiUAAA4RAABAAgAA9xoAAJIUAAD7BAAAlBQAALQlAAA9CQAAtSUAALMlAAC6AQAAtiUAANwYAAA+CQAAlhQAALclAADQAwAAuCUAAFALAACMAAAAgR4AAHwMAAClBgAAmRQAALolAAD8BAAAuyUAAPoaAAAxAQAA/BoAAJoUAAD+BAAAnBQAAL0lAABACQAAviUAALwlAABBAgAAvyUAAJcUAABBCQAAnhQAAMAlAAA/CQAAwSUAALklAABWAAAAwiUAAN4cAABCCQAAoBQAAMMlAADyBQAAxCUAAKgNAABCAgAAABsAAKEUAAAABQAAoxQAAMYlAABDCQAAxyUAAMUlAADOAAAAyCUAANIWAABECQAApRQAAMklAACuAgAAyiUAAC4KAAACAAAAnCIAACQKAAAyCAAAqBQAAMslAACkAgAAzCUAAMIWAADkAQAABRsAAKkUAAADBQAAqxQAAM4lAABFCQAAzyUAAM0lAADEAAAA0CUAAI8NAABGCQAArRQAANElAADiBQAA0iUAALwcAABqAAAAjB4AAIQMAACqBgAAsBQAANQlAAAEBQAA1SUAAAgbAAA0AQAAChsAALEUAAAGBQAAsxQAANclAABICQAA2CUAANYlAABDAgAA2SUAAK4UAABJCQAAtRQAANolAABHCQAA2yUAANMlAABMAAAA3CUAADcLAABKCQAAtxQAAN0lAAC3AwAA3iUAALEYAABEAgAADhsAALgUAAAIBQAAuhQAAOAlAABLCQAA4SUAAN8lAACqAQAA4iUAAMgQAABMCQAAvBQAAOMlAACkBwAA5CUAABIhAAAUAAAA2yAAAJUKAACRBwAAvxQAAOYlAAAVAwAA5yUAAI0XAACjAQAAExsAAMAUAAALBQAAwhQAAOklAABOCQAA6iUAAOglAAA1AQAA6yUAAOEOAABPCQAAxBQAAOwlAACtBgAA7SUAAJUeAABJAAAAlx4AAIwMAACvBgAAxxQAAO8lAAAMBQAA8CUAABYbAAA3AQAAGBsAAMgUAAAOBQAAyhQAAPIlAABRCQAA8yUAAPElAABGAgAA9CUAAMUUAABSCQAAzBQAAPUlAABQCQAA9iUAAO4lAACNAAAA9yUAAIkMAABTCQAAzhQAAPglAAAJBQAA+SUAABEbAABHAgAAHBsAAM8UAAAQBQAA0RQAAPslAABUCQAA/CUAAPolAABFAgAA/SUAAL0UAABVCQAA0xQAAP4lAABNCQAA/yUAAOUlAAAjAAAAACYAAKEKAABWCQAA1RQAAAEmAAAhAwAAAiYAAKMXAABIAgAAIBsAANYUAAASBQAA2BQAAAQmAABXCQAABSYAAAMmAABBAQAABiYAAAYPAABYCQAA2hQAAAcmAADDBgAACCYAAMkeAACOAAAAoR4AAJMMAACzBgAA3RQAAAomAAATBQAACyYAACMbAAA5AQAAJRsAAN4UAAAVBQAA4BQAAA0mAABaCQAADiYAAAwmAABJAgAADyYAANsUAABbCQAA4hQAABAmAABZCQAAESYAAAkmAACPAAAAEiYAAK4MAABcCQAA5BQAABMmAAAuBQAAFCYAAFQbAABKAgAAKRsAAOUUAAAXBQAA5xQAABYmAABdCQAAFyYAABUmAABLAgAAGCYAAC0VAABeCQAA6RQAABkmAABfCQAAGiYAABsmAAAIAAAAPyMAABwmAABpCAAA6xQAAB0mAABgCQAAHiYAAD4WAAD3AQAALRsAAOwUAAAZBQAA7hQAACAmAABhCQAAISYAAB8mAABMAgAAIiYAAPkbAABiCQAA8BQAACMmAACLBQAAJCYAAAsNAABxAAAAqx4AAJoMAAC3BgAA8xQAACYmAAAaBQAAJyYAADAbAAA7AQAAMhsAAPQUAAAcBQAA9hQAACkmAABkCQAAKiYAACgmAABNAgAAKyYAAPEUAABlCQAA+BQAACwmAABjCQAALSYAACUmAACQAAAALiYAAEofAABmCQAA+hQAAC8mAAD8BgAAMCYAAGMPAABOAgAANhsAAPsUAAAeBQAA/RQAADImAABnCQAAMyYAADEmAABiAQAANCYAANwXAABoCQAA/xQAADUmAABCAwAANiYAAMIKAAAXAAAA9yAAAJwKAACbBwAAAhUAADgmAAAcAwAAOSYAAJoXAACnAQAAOxsAAAMVAAAhBQAABRUAADsmAABqCQAAPCYAADomAAA8AQAAPSYAAPcOAABrCQAABxUAAD4mAAC6BgAAPyYAALQeAABLAAAAth4AAKIMAAC8BgAAChUAAEEmAAAiBQAAQiYAAD4bAAA+AQAAQBsAAAsVAAAkBQAADRUAAEQmAABtCQAARSYAAEMmAABQAgAARiYAAAgVAABuCQAADxUAAEcmAABsCQAASCYAAEAmAACRAAAASSYAAJ8MAABvCQAAERUAAEomAAAfBQAASyYAADkbAABRAgAARBsAABIVAAAmBQAAFBUAAE0mAABwCQAATiYAAEwmAABPAgAATyYAAAAVAABxCQAAFhUAAFAmAABpCQAAUSYAADcmAAAkAAAAUiYAAIchAAByCQAAGBUAAFMmAADRBwAAVCYAACURAABSAgAASBsAABkVAAAoBQAAGxUAAFYmAABzCQAAVyYAAFUmAAC/AQAAWCYAAOoYAAB0CQAAHRUAAFkmAADYAwAAWiYAAFgLAACSAAAAwB4AAKkMAADABgAAIBUAAFwmAAApBQAAXSYAAEsbAABAAQAATRsAACEVAAArBQAAIxUAAF8mAAB2CQAAYCYAAF4mAABTAgAAYSYAAB4VAAB3CQAAJRUAAGImAAB1CQAAYyYAAFsmAABZAAAAZCYAAOkcAAB4CQAAJxUAAGUmAAD3BQAAZiYAALANAABUAgAAURsAACgVAAAtBQAAKhUAAGgmAAB5CQAAaSYAAGcmAADRAAAAaiYAANcWAAB6CQAALBUAAGsmAACxAgAAbCYAADEKAAAJAAAAkSMAACoKAACFCAAALxUAAG0mAACqAgAAbiYAAMwWAAABAgAAVhsAADAVAAAwBQAAMhUAAHAmAAB7CQAAcSYAAG8mAADKAAAAciYAAJ8NAAB8CQAANBUAAHMmAADsBQAAdCYAANIcAAB1AAAAyx4AALEMAADFBgAANxUAAHYmAAAxBQAAdyYAAFkbAABDAQAAWxsAADgVAAAzBQAAOhUAAHkmAAB+CQAAeiYAAHgmAABVAgAAeyYAADUVAAB/CQAAPBUAAHwmAAB9CQAAfSYAAHUmAABSAAAAfiYAAEcLAACACQAAPhUAAH8mAADHAwAAgCYAAM0YAABWAgAAXxsAAD8VAAA1BQAAQRUAAIImAACBCQAAgyYAAIEmAAC0AQAAhCYAAPYQAACCCQAAQxUAAIUmAAC6BwAAhiYAAEwhAAAZAAAAFCEAAKQKAACmBwAARhUAAIgmAAAkAwAAiSYAAKgXAACsAQAAZBsAAEcVAAA4BQAASRUAAIsmAACECQAAjCYAAIomAABEAQAAjSYAAA4PAACFCQAASxUAAI4mAADIBgAAjyYAANQeAABOAAAA1h4AALkMAADKBgAAThUAAJEmAAA5BQAAkiYAAGcbAABGAQAAaRsAAE8VAAA7BQAAURUAAJQmAACHCQAAlSYAAJMmAABYAgAAliYAAEwVAACICQAAUxUAAJcmAACGCQAAmCYAAJAmAACTAAAAmSYAALYMAACJCQAAVRUAAJomAAA2BQAAmyYAAGIbAABZAgAAbRsAAFYVAAA9BQAAWBUAAJ0mAACKCQAAniYAAJwmAABXAgAAnyYAAEQVAACLCQAAWhUAAKAmAACDCQAAoSYAAIcmAAAlAAAAoiYAALEKAACMCQAAXBUAAKMmAAAxAwAApCYAAL8XAABaAgAAcRsAAF0VAAA/BQAAXxUAAKYmAACNCQAApyYAAKUmAABRAQAAqCYAADQPAACOCQAAYRUAAKkmAADfBgAAqiYAAAkfAACUAAAA4B4AAMAMAADOBgAAZBUAAKwmAABABQAArSYAAHQbAABIAQAAdhsAAGUVAABCBQAAZxUAAK8mAACQCQAAsCYAAK4mAABbAgAAsSYAAGIVAACRCQAAaRUAALImAACPCQAAsyYAAKsmAACVAAAAtCYAANwMAACSCQAAaxUAALUmAABcBQAAtiYAAKYbAABcAgAAehsAAGwVAABEBQAAbhUAALgmAACTCQAAuSYAALcmAABdAgAAuiYAALUVAACUCQAAcBUAALsmAACVCQAAvCYAAL0mAAAKAAAANCQAAC0KAAC8CAAAcxUAAL8mAACtAgAAwCYAANEWAAAUAgAAfxsAAHQVAABHBQAAdhUAAMImAACXCQAAwyYAAMEmAADNAAAAxCYAAKcNAACYCQAAeBUAAMUmAADxBQAAxiYAAN0cAAB8AAAA6x4AAMgMAADTBgAAexUAAMgmAABIBQAAySYAAIIbAABLAQAAhBsAAHwVAABKBQAAfhUAAMsmAACaCQAAzCYAAMomAABfAgAAzSYAAHkVAACbCQAAgBUAAM4mAACZCQAAzyYAAMcmAABVAAAA0CYAAE8LAACcCQAAghUAANEmAADPAwAA0iYAANsYAABgAgAAiBsAAIMVAABMBQAAhRUAANQmAACdCQAA1SYAANMmAAC5AQAA1iYAAA0RAACeCQAAhxUAANcmAADFBwAA2CYAAGkhAAAcAAAAMSEAAKwKAACxBwAAihUAANomAAAsAwAA2yYAALYXAACxAQAAjRsAAIsVAABPBQAAjRUAAN0mAACgCQAA3iYAANwmAABMAQAA3yYAACUPAAChCQAAjxUAAOAmAADWBgAA4SYAAPQeAABRAAAA9h4AANAMAADYBgAAkhUAAOMmAABQBQAA5CYAAJAbAABOAQAAkhsAAJMVAABSBQAAlRUAAOYmAACjCQAA5yYAAOUmAABiAgAA6CYAAJAVAACkCQAAlxUAAOkmAACiCQAA6iYAAOImAACXAAAA6yYAAM0MAAClCQAAmRUAAOwmAABNBQAA7SYAAIsbAABjAgAAlhsAAJoVAABUBQAAnBUAAO8mAACmCQAA8CYAAO4mAABhAgAA8SYAAIgVAACnCQAAnhUAAPImAACfCQAA8yYAANkmAAAnAAAA9CYAALkKAACoCQAAoBUAAPUmAAA5AwAA9iYAAM0XAABkAgAAmhsAAKEVAABWBQAAoxUAAPgmAACpCQAA+SYAAPcmAABZAQAA+iYAAEsPAACqCQAApRUAAPsmAADtBgAA/CYAACkfAACYAAAAAB8AANcMAADcBgAAqBUAAP4mAABXBQAA/yYAAJ0bAABQAQAAnxsAAKkVAABZBQAAqxUAAAEnAACsCQAAAicAAAAnAABlAgAAAycAAKYVAACtCQAArRUAAAQnAACrCQAABScAAP0mAACZAAAABicAAPMMAACuCQAArxUAAAcnAABzBQAACCcAAM8bAABmAgAAoxsAALAVAABbBQAAshUAAAonAACvCQAACycAAAknAABnAgAADCcAAPkVAACwCQAAtBUAAA0nAACxCQAADicAAA8nAAAGAAAA1yQAADAKAADzCAAAtxUAABAnAACwAgAAEScAANYWAAAnAgAAqBsAALgVAABeBQAAuhUAABMnAACyCQAAFCcAABInAADQAAAAFScAAK8NAACzCQAAvBUAABYnAAD2BQAAFycAAOgcAACDAAAACx8AAN8MAADhBgAAvxUAABknAABfBQAAGicAAKsbAABTAQAArRsAAMAVAABhBQAAwhUAABwnAAC1CQAAHScAABsnAABoAgAAHicAAL0VAAC2CQAAxBUAAB8nAAC0CQAAICcAABgnAABYAAAAIScAAFcLAAC3CQAAxhUAACInAADXAwAAIycAAOkYAABpAgAAsRsAAMcVAABjBQAAyRUAACUnAAC4CQAAJicAACQnAAC+AQAAJycAACQRAAC5CQAAyxUAACgnAADQBwAAKScAAIYhAAAfAAAATiEAALQKAAC8BwAAzhUAACsnAAA0AwAALCcAAMQXAAC2AQAAthsAAM8VAABmBQAA0RUAAC4nAAC7CQAALycAAC0nAABUAQAAMCcAADwPAAC8CQAA0xUAADEnAADkBgAAMicAABQfAABUAAAAFh8AAOcMAADmBgAA1hUAADQnAABnBQAANScAALkbAABWAQAAuxsAANcVAABpBQAA2RUAADcnAAC+CQAAOCcAADYnAABrAgAAOScAANQVAAC/CQAA2xUAADonAAC9CQAAOycAADMnAACaAAAAPCcAAOQMAADACQAA3RUAAD0nAABkBQAAPicAALQbAABsAgAAvxsAAN4VAABrBQAA4BUAAEAnAADBCQAAQScAAD8nAABqAgAAQicAAMwVAADCCQAA4hUAAEMnAAC6CQAARCcAAConAAAoAAAARScAAMEKAADDCQAA5BUAAEYnAABBAwAARycAANsXAABtAgAAwxsAAOUVAABtBQAA5xUAAEknAADECQAASicAAEgnAABhAQAASycAAGIPAADFCQAA6RUAAEwnAAD7BgAATScAAEkfAACbAAAAIB8AAO4MAADqBgAA7BUAAE8nAABuBQAAUCcAAMYbAABYAQAAyBsAAO0VAABwBQAA7xUAAFInAADHCQAAUycAAFEnAABuAgAAVCcAAOoVAADICQAA8RUAAFUnAADGCQAAVicAAE4nAACcAAAAVycAAAoNAADJCQAA8xUAAFgnAACKBQAAWScAAPgbAABvAgAAzBsAAPQVAAByBQAA9hUAAFsnAADKCQAAXCcAAFonAABwAgAAXScAAD0WAADLCQAA+BUAAF4nAADMCQAAXycAAGAnAAAHAAAAeiUAADMKAAAqCQAA+xUAAGEnAACzAgAAYicAANsWAAA6AgAA0RsAAPwVAAB1BQAA/hUAAGQnAADNCQAAZScAAGMnAADTAAAAZicAALcNAADOCQAAABYAAGcnAAD7BQAAaCcAAPMcAACKAAAAKx8AAPYMAADvBgAAAxYAAGonAAB2BQAAaycAANQbAABbAQAA1hsAAAQWAAB4BQAABhYAAG0nAADQCQAAbicAAGwnAABxAgAAbycAAAEWAADRCQAACBYAAHAnAADPCQAAcScAAGknAABbAAAAcicAAF8LAADSCQAAChYAAHMnAADfAwAAdCcAAPcYAAByAgAA2hsAAAsWAAB6BQAADRYAAHYnAADTCQAAdycAAHUnAADDAQAAeCcAADsRAADUCQAADxYAAHknAADbBwAAeicAAKMhAAAiAAAAayEAALwKAADHBwAAEhYAAHwnAAA8AwAAfScAANIXAAC7AQAA3xsAABMWAAB9BQAAFRYAAH8nAADWCQAAgCcAAH4nAABcAQAAgScAAFMPAADXCQAAFxYAAIInAADyBgAAgycAADQfAABXAAAANh8AAP4MAAD0BgAAGhYAAIUnAAB+BQAAhicAAOIbAABeAQAA5BsAABsWAACABQAAHRYAAIgnAADZCQAAiScAAIcnAAB0AgAAiicAABgWAADaCQAAHxYAAIsnAADYCQAAjCcAAIQnAACdAAAAjScAAPsMAADbCQAAIRYAAI4nAAB7BQAAjycAAN0bAAB1AgAA6BsAACIWAACCBQAAJBYAAJEnAADcCQAAkicAAJAnAABzAgAAkycAABAWAADdCQAAJhYAAJQnAADVCQAAlScAAHsnAAApAAAAlicAAMkKAADeCQAAKBYAAJcnAABJAwAAmCcAAOkXAAB2AgAA7BsAACkWAACEBQAAKxYAAJonAADfCQAAmycAAJknAABpAQAAnCcAAHkPAADgCQAALRYAAJ0nAAAJBwAAnicAAGkfAACeAAAAQB8AAAUNAAD4BgAAMBYAAKAnAACFBQAAoScAAO8bAABgAQAA8RsAADEWAACHBQAAMxYAAKMnAADiCQAApCcAAKInAAB3AgAApScAAC4WAADjCQAANRYAAKYnAADhCQAApycAAJ8nAACfAAAAqCcAACENAADkCQAANxYAAKknAAChBQAAqicAACEcAAB4AgAA9RsAADgWAACJBQAAOhYAAKwnAADlCQAArScAAKsnAAB5AgAAricAAIEWAADmCQAAPBYAAK8nAADnCQAAsCcAALEnAAAIAAAAHCYAACcKAABgCQAAPxYAALInAACnAgAAsycAAMcWAABMAgAA+hsAAEAWAACMBQAAQhYAALUnAADoCQAAticAALQnAADHAAAAtycAAJcNAADpCQAARBYAALgnAADnBQAAuScAAMccAACQAAAASx8AAA0NAAD9BgAARxYAALsnAACNBQAAvCcAAP0bAABjAQAA/xsAAEgWAACPBQAAShYAAL4nAADrCQAAvycAAL0nAAB6AgAAwCcAAEUWAADsCQAATBYAAMEnAADqCQAAwicAALonAABPAAAAwycAAD8LAADtCQAAThYAAMQnAAC/AwAAxScAAL8YAAB7AgAAAxwAAE8WAACRBQAAURYAAMcnAADuCQAAyCcAAMYnAACvAQAAyScAAN8QAADvCQAAUxYAAMonAACvBwAAyycAAC8hAAAkAAAAiCEAAMQKAADSBwAAVhYAAM0nAABEAwAAzicAAOAXAADAAQAACBwAAFcWAACUBQAAWRYAANAnAADxCQAA0ScAAM8nAABkAQAA0icAAGoPAADyCQAAWxYAANMnAAAABwAA1CcAAFQfAABaAAAAVh8AABUNAAACBwAAXhYAANYnAACVBQAA1ycAAAscAABmAQAADRwAAF8WAACXBQAAYRYAANknAAD0CQAA2icAANgnAAB9AgAA2ycAAFwWAAD1CQAAYxYAANwnAADzCQAA3ScAANUnAACgAAAA3icAABINAAD2CQAAZRYAAN8nAACSBQAA4CcAAAYcAAB+AgAAERwAAGYWAACZBQAAaBYAAOInAAD3CQAA4ycAAOEnAAB8AgAA5CcAAFQWAAD4CQAAahYAAOUnAADwCQAA5icAAMwnAAAmAAAA5ycAAKkKAAD5CQAAbBYAAOgnAAApAwAA6ScAALEXAAB/AgAAFRwAAG0WAACbBQAAbxYAAOsnAAD6CQAA7CcAAOonAABJAQAA7ScAAB0PAAD7CQAAcRYAAO4nAADRBgAA7ycAAOkeAAChAAAAYB8AABwNAAAGBwAAdBYAAPEnAACcBQAA8icAABgcAABoAQAAGhwAAHUWAACeBQAAdxYAAPQnAAD9CQAA9ScAAPMnAACAAgAA9icAAHIWAAD+CQAAeRYAAPcnAAD8CQAA+CcAAPAnAACWAAAA+ScAAMUMAAD/CQAAexYAAPonAABFBQAA+ycAAH0bAACBAgAAHhwAAHwWAACgBQAAfhYAAP0nAAAACgAA/icAAPwnAABeAgAA/ycAAHEVAAABCgAAgBYAAAAoAACWCQAAASgAAL4mAAA=&quot;}};\n",
       "        var data = [];\n",
       "\n",
       "        function getOpacity(){\n",
       "            let opacity = $(&quot;#opacity-range&quot;).val();\n",
       "            return opacity == 100 ? 1 : opacity / 300;\n",
       "        }\n",
       "\n",
       "        function makePlot(surface, hemisphere, divId) {\n",
       "\n",
       "            decodeHemisphere(connectomeInfo, surface, hemisphere);\n",
       "            var info = connectomeInfo[surface + &quot;_&quot; + hemisphere];\n",
       "            info[&quot;type&quot;] = &quot;mesh3d&quot;;\n",
       "            info[&quot;color&quot;] = &quot;#aaaaaa&quot;;\n",
       "            info[&quot;opacity&quot;] = getOpacity();\n",
       "            info[&#x27;lighting&#x27;] = getLighting();\n",
       "            data.push(info);\n",
       "\n",
       "            let layout = getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false);\n",
       "\n",
       "            layout[&#x27;title&#x27;] = {\n",
       "                text: connectomeInfo[&#x27;connectome&#x27;][&#x27;title&#x27;],\n",
       "                font: {size: connectomeInfo[&#x27;connectome&#x27;][&quot;title_fontsize&quot;],\n",
       "                       color: textColor(connectomeInfo[&quot;black_bg&quot;])},\n",
       "                yref: &#x27;paper&#x27;,\n",
       "                y: .9};\n",
       "\n",
       "            let config = getConfig();\n",
       "\n",
       "            Plotly.plot(divId, data, layout, config);\n",
       "        }\n",
       "\n",
       "        function addPlot() {\n",
       "\n",
       "            for (let hemisphere of [&quot;left&quot;, &quot;right&quot;]) {\n",
       "                makePlot(&quot;pial&quot;, hemisphere, &quot;connectome-plot&quot;);\n",
       "            }\n",
       "            if(connectomeInfo[&quot;connectome&quot;][&quot;markers_only&quot;]){\n",
       "                return;\n",
       "            }\n",
       "            if(connectomeInfo[&quot;connectome&quot;][&quot;colorbar&quot;]){\n",
       "                addColorbar(\n",
       "                    connectomeInfo[&quot;connectome&quot;][&quot;line_colorscale&quot;],\n",
       "                    connectomeInfo[&quot;connectome&quot;][&quot;line_cmin&quot;],\n",
       "                    connectomeInfo[&quot;connectome&quot;][&quot;line_cmax&quot;],\n",
       "                    &quot;connectome-plot&quot;, getLayout(&quot;connectome-plot&quot;,\n",
       "                                                 &quot;select-view&quot;, false),\n",
       "                    getConfig(),\n",
       "                    connectomeInfo[&quot;connectome&quot;][&quot;cbar_fontsize&quot;],\n",
       "                    connectomeInfo[&quot;connectome&quot;][&quot;cbar_height&quot;],\n",
       "                    textColor(connectomeInfo[&quot;black_bg&quot;]));\n",
       "            }\n",
       "        }\n",
       "\n",
       "        function updateOpacity() {\n",
       "            let opacity = getOpacity();\n",
       "            data[0][&quot;opacity&quot;] = opacity;\n",
       "            data[1][&quot;opacity&quot;] = opacity;\n",
       "            Plotly.react(&quot;connectome-plot&quot;, data,\n",
       "                         getLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false),\n",
       "                         getConfig());\n",
       "        }\n",
       "\n",
       "        function surfaceRelayout(){\n",
       "            return updateLayout(&quot;connectome-plot&quot;, &quot;select-view&quot;, false);\n",
       "        }\n",
       "\n",
       "        function addConnectome() {\n",
       "            let info = connectomeInfo[&quot;connectome&quot;];\n",
       "\n",
       "            for (let attribute of [&quot;marker_x&quot;, &quot;marker_y&quot;, &quot;marker_z&quot;]) {\n",
       "                if (!(attribute in info)) {\n",
       "                    info[attribute] = Array.from(decodeBase64(\n",
       "                        info[&quot;_&quot; + attribute], &quot;float32&quot;));\n",
       "                }\n",
       "            }\n",
       "\n",
       "            let pyplot_elements = [{\n",
       "                type: &#x27;scatter3d&#x27;,\n",
       "                mode: &#x27;markers+text&#x27;,\n",
       "                x: info[&quot;marker_x&quot;],\n",
       "                y: info[&quot;marker_y&quot;],\n",
       "                z: info[&quot;marker_z&quot;],\n",
       "                opacity: 1,\n",
       "                text: info[&quot;marker_labels&quot;],\n",
       "                marker: {\n",
       "                    size: info[&quot;marker_size&quot;],\n",
       "                    color: info[&quot;marker_color&quot;],\n",
       "                    colorscale: info[&quot;marker_colorscale&quot;],\n",
       "                }\n",
       "            }]\n",
       "\n",
       "            if (!(info[&quot;markers_only&quot;])) {\n",
       "                for (let attribute of [&quot;con_x&quot;, &quot;con_y&quot;, &quot;con_z&quot;, &quot;con_w&quot;]) {\n",
       "                  if (!(attribute in info)) {\n",
       "                    info[attribute] = Array.from(decodeBase64(\n",
       "                        info[&quot;_&quot; + attribute], &quot;float32&quot;));\n",
       "                    for (let i = 2; i &lt; info[attribute].length; i += 3) {\n",
       "                        info[attribute][i] = null;\n",
       "                    }\n",
       "                  }\n",
       "                }\n",
       "                pyplot_elements.push({\n",
       "                  type: &#x27;scatter3d&#x27;,\n",
       "                  mode: &#x27;lines&#x27;,\n",
       "                  x: info[&quot;con_x&quot;],\n",
       "                  y: info[&quot;con_y&quot;],\n",
       "                  z: info[&quot;con_z&quot;],\n",
       "                  opacity: 1,\n",
       "                  line: {\n",
       "                      width: info[&quot;line_width&quot;],\n",
       "                      color: info[&quot;con_w&quot;],\n",
       "                      colorscale: info[&quot;line_colorscale&quot;],\n",
       "                      cmin: info[&quot;line_cmin&quot;],\n",
       "                      cmax: info[&quot;line_cmax&quot;]\n",
       "                  }\n",
       "              })\n",
       "            }\n",
       "\n",
       "            Plotly.plot(&#x27;connectome-plot&#x27;, pyplot_elements);\n",
       "        }\n",
       "    &lt;/script&gt;\n",
       "    &lt;script&gt;\n",
       "        $(document).ready(\n",
       "            function() {\n",
       "                addPlot();\n",
       "                addConnectome();\n",
       "                $(&quot;#select-view&quot;).change(surfaceRelayout);\n",
       "                $(&quot;#connectome-plot&quot;).mouseup(function() {\n",
       "                    $(&quot;#select-view&quot;).val(&quot;custom&quot;);\n",
       "                });\n",
       "                $(window).resize(surfaceRelayout);\n",
       "                $(&quot;#opacity-range&quot;).change(updateOpacity);\n",
       "\n",
       "            });\n",
       "    &lt;/script&gt;\n",
       "&lt;/head&gt;\n",
       "\n",
       "&lt;body&gt;\n",
       "\n",
       "    &lt;div id=&quot;connectome-plot&quot;&gt;&lt;/div&gt;\n",
       "    &lt;select id=&quot;select-view&quot;&gt;\n",
       "        &lt;option value=&quot;left&quot;&gt;view: Left&lt;/option&gt;\n",
       "        &lt;option value=&quot;right&quot;&gt;view: Right&lt;/option&gt;\n",
       "        &lt;option value=&quot;front&quot;&gt;view: Front&lt;/option&gt;\n",
       "        &lt;option value=&quot;back&quot;&gt;view: Back&lt;/option&gt;\n",
       "        &lt;option value=&quot;top&quot;&gt;view: Top&lt;/option&gt;\n",
       "        &lt;option value=&quot;bottom&quot;&gt;view: Bottom&lt;/option&gt;\n",
       "        &lt;option value=&quot;custom&quot;&gt;view: -&lt;/option&gt;\n",
       "    &lt;/select&gt;\n",
       "    &lt;input id=&quot;opacity-range&quot; type=&quot;range&quot; min=&quot;0&quot; max=&quot;100&quot; value=&quot;30&quot;/&gt;\n",
       "\n",
       "&lt;/body&gt;\n",
       "\n",
       "&lt;/html&gt;\n",
       "\" width=\"600\" height=\"400\" frameBorder=\"0\"></iframe>"
      ],
      "text/plain": [
       "<nilearn.plotting.html_connectome.ConnectomeView at 0x7f362836ac10>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 576x576 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from nilearn import plotting\n",
    "from nimare import utils\n",
    "\n",
    "plt.figure(figsize=(8, 8))\n",
    "locs = dat['locs']\n",
    "view = plotting.view_markers(utils.tal2mni(locs),\n",
    "                             marker_labels=['%d'%k for k in np.arange(locs.shape[0])],\n",
    "                             marker_color='purple',\n",
    "                             marker_size=5)\n",
    "view"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {}
   },
   "outputs": [],
   "source": [
    "# compute correlations between voltage data and X/Y position of cursor\n",
    "from scipy import signal\n",
    "dat = alldat[0][3]\n",
    "\n",
    "V = dat['V'].astype('float32')\n",
    "\n",
    "nt, nchan = V.shape\n",
    "\n",
    "targetX = dat['targetX'].flatten()\n",
    "targetY = dat['targetY'].flatten()\n",
    "\n",
    "cx = np.zeros(nchan, )\n",
    "cy = np.zeros(nchan, )\n",
    "for j in range(nchan):\n",
    "  cx[j] = np.corrcoef(V[:, j], targetX)[0, 1]\n",
    "  cy[j] = np.corrcoef(V[:, j], targetY)[0, 1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {}
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(1, 4, 1)\n",
    "plt.plot(cx)\n",
    "plt.plot(cy)\n",
    "plt.ylabel('correlation with\\n X / Y position of cursor')\n",
    "plt.xlabel('channel index')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {}
   },
   "outputs": [],
   "source": [
    "# this one needs a lot more plots!\n",
    "# for some reason, I only see meaningful correlations in subjects 2 and 3,\n",
    "# but it's possible that there is spectral information that is more useful in those subjects"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "collapsed_sections": [],
   "include_colab_link": true,
   "name": "load_ECoG_joystick_track",
   "provenance": [],
   "toc_visible": true
  },
  "kernel": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "kernelspec": {
   "display_name": "Python 3",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}