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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## ランダムウォークの数理\n",
    "\n",
    "二つ（+1,-1）の状態をとるランダムウォークは二項分布 $_{10} C _r (\\frac{1}{2})^r (\\frac{1}{2})^{10-r} = _{10} C _r (\\frac{1}{2})^{10}$ に従う\n",
    "\n",
    "# 参考文献\n",
    "[1] 「なるほど確率論　　　著者：村上雅人」  \n",
    "[2] 「ランダム・ウォーク　乱れに潜む不思議な現象　　　著者：津野義道」"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "times = 10\n",
    "state = 0\n",
    "ran_num = 0.0\n",
    "for i = 1:times\n",
    "    ran_num = rand()\n",
    "    if ran_num >= 0.0 && ran_num <= 0.5\n",
    "        state += 1\n",
    "    elseif ran_num  > 0.5 && ran_num<= 1.0\n",
    "        state -= 1\n",
    "    end\n",
    "    print(\"$state ,\")\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "state"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "約20%の確率で6の状態にいる．"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.205078125"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# ２項分布の計算\n",
    "((factorial(10)/(factorial(10-6)))/factorial(6)) * (1/2)^(6) * (1/2)^4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "using PyPlot\n",
    "using Plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "binomial_dist (generic function with 1 method)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function binomial_dist(n)\n",
    "    state = 0\n",
    "    global X = []\n",
    "    for i = 0:n\n",
    "        ran_num = rand()\n",
    "        if ran_num >= 0.0 && ran_num <= 0.5\n",
    "            state += 1\n",
    "        elseif ran_num  > 0.5 && ran_num<= 1.0\n",
    "            state -= 1\n",
    "        end\n",
    "        #print(\"$state ,\")\n",
    "        # 組み合わせの計算をしているところ\n",
    "        var =  (1 * i)+(-1 * (n - i))\n",
    "        #print(\"var: $var , \\n\")\n",
    "        # mpmathとかのインポートエラーになるのでダメ\n",
    "        # p = ((factorial(big(n)))/(factorial(big(n-abs(var))))/factorial(big(abs(var)))) * (1/2)^(abs(var)) * (1/2)^(n-abs(var))\n",
    "        p = binomial(n,abs(var)) * (1/2)^(abs(var)) * (1/2)^(n-abs(var))\n",
    "        #p = ((factorial(n)/(factorial(n-abs(var))))/factorial(abs(var))) * (1/2)^(abs(var)) * (1/2)^(n-abs(var))\n",
    "        #print(\"p: $p \\n\")\n",
    "        push!(X,p)\n",
    "    end\n",
    " end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "binomial_dist(15)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "きちんと二項分布になっている.　 \n",
    "このシミュレーションでは二項分布 $_{15} C _r (\\frac{1}{2})^r (\\frac{1}{2})^{15-r} = _{15} C _r (\\frac{1}{2})^{15}$ に従う"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
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   ],
   "source": [
    "histogram(X)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 例えば-10の状態と+10の状態では15C10と15C10で同じ確率になるので二つの凸が発生する．"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x12d9994d0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1-element Array{PyCall.PyObject,1}:\n",
       " PyObject <matplotlib.lines.Line2D object at 0x12df06f90>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "PyPlot.plot(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ims = [] = Any[]\n",
      "  0.000512 seconds (1.57 k allocations: 59.375 KiB)\n"
     ]
    }
   ],
   "source": [
    "@show ims = []\n",
    "@time for i = 1:50\n",
    "    binomial_dist(i)\n",
    "    push!(ims,X)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ims = Any[] = Any[]\n",
      "  0.000624 seconds (1.57 k allocations: 59.375 KiB)\n"
     ]
    }
   ],
   "source": [
    "@show ims = Any[]\n",
    "@time for i = 1:50\n",
    "    binomial_dist(i)\n",
    "    push!(ims,X)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "binomial_repitition (generic function with 1 method)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function binomial_repitition()\n",
    "    @show ims = Any[]\n",
    "    @time for i = 1:50\n",
    "        binomial_dist(i)\n",
    "        push!(ims,X)\n",
    "    end\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.000009 seconds (16 allocations: 1.031 KiB)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "binomial_repitition (generic function with 1 method)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# functionで囲ったほうが早くなる．\n",
    "@time binomial_repitition"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1から５０までの二項分布をプロットする．"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.744225 seconds (136.02 k allocations: 7.230 MiB)\n",
      " 11.131688 seconds (91.69 k allocations: 4.609 MiB)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<img 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\">"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "using PyPlot\n",
    "using PyCall\n",
    "@pyimport matplotlib.animation as anim\n",
    "\n",
    "########## display file\n",
    "function displayfile(mimetype, filename)\n",
    "    open(filename) do f\n",
    "        base64text = base64encode(f)\n",
    "        display(\"text/html\", \"\"\"<img src=\"data:$mimetype;base64,$base64text\">\"\"\")\n",
    "    end\n",
    "end\n",
    "\n",
    "########## initialize the frame\n",
    "#xs = [ims[i][1] for j in 1:2, i in 1:length(ims)]\n",
    "#ys = [ims[i][2] for j in 1:2, i in 1:length(ims)]\n",
    "#xmin, xmax = minimum(xs)-0.5, maximum(xs)+0.5\n",
    "#ymin, ymax = minimum(ys)-0.5, maximum(ys)+0.5\n",
    "function initframe()\n",
    "    xlim(xmin, xmax)\n",
    "    ylim(ymin, ymax)\n",
    "    grid(ls=\":\")\n",
    "end\n",
    "\n",
    "########## update the frame\n",
    "function updateframe(t)\n",
    "    # clf() #←全部消して書き直す場合にはコメントを外す\n",
    "    #---------- フレームのアップデート開始\n",
    "    if t ≥ 1\n",
    "        X = ims[t]\n",
    "        PyPlot.plot(X, lw=1.0)\n",
    "    end\n",
    "    title(\"t = $t\")\n",
    "    #---------- フレームのアップデート終了\n",
    "    # plot() #←念のためのおまじない. []と書いてもよい. いらない場合も多い.\n",
    "end\n",
    "\n",
    "########## filename\n",
    "filename = \"randomwalk.gif\"\n",
    "\n",
    "######### Construct Figure and Plot Data\n",
    "fig = figure(figsize=(6.4, 4.8))\n",
    "\n",
    "# Create the animation object by anim.FuncAnimaton\n",
    "frames = collect(0:length(ims))\n",
    "#@time myanim = anim.FuncAnimation(fig, updateframe, init_func=initframe, frames=frames, interval=100)\n",
    "@time myanim = anim.FuncAnimation(fig, updateframe, frames=frames, interval=500)\n",
    "# Convert it to an animated GIF file by Imagemagick.\n",
    "@time myanim[:save](filename, writer=\"imagemagick\")\n",
    "\n",
    "sleep(0.1)\n",
    "\n",
    "# Display the movie.\n",
    "displayfile(\"image/gif\", filename)\n",
    "\n",
    "# Don't display the axes of figure().\n",
    "clf()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "この画像の意味は取りうる確率が小さくなっていることを意味している．　　\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "binomial_dist_plot (generic function with 1 method)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "function binomial_dist_plot(n)\n",
    "    state = 0\n",
    "    p = Float64\n",
    "    global X = Any[]\n",
    "    for i = 1:n\n",
    "        ran_num = rand()\n",
    "        if ran_num >= 0.0 && ran_num <= 0.5\n",
    "            state += 1\n",
    "        elseif ran_num  > 0.5 && ran_num<= 1.0\n",
    "            state -= 1\n",
    "        end\n",
    "        # 組み合わせの計算をしているところ\n",
    "        var =  (1 * i)+(-1 * (n - i))\n",
    "        p = binomial(n,abs(var)) * (1/2)^(abs(var)) * (1/2)^(n-abs(var))\n",
    "        push!(X,p)\n",
    "    end\n",
    "    PyPlot.plot(X)\n",
    " end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x1145e07d0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1-element Array{PyCall.PyObject,1}:\n",
       " PyObject <matplotlib.lines.Line2D object at 0x13d52ce90>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "binomial_dist_plot(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "これは$_{10} C _r (\\frac{1}{2})^{10}$のときの二項分布である．見方としては，３〜４の値の状態にいる可能性が20%であり，  \n",
    "同様に6,7くらいが確率が最大の20%である，"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "random_walk (generic function with 1 method)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using PyPlot\n",
    "function random_walk()\n",
    "    value = 0\n",
    "    value_array = Int64[]\n",
    "    for i = 1:10000000\n",
    "        ran_num = rand()\n",
    "        if ran_num >= 0.0 && ran_num < 0.5\n",
    "            value += 1\n",
    "        else \n",
    "            value -= 1\n",
    "        end\n",
    "        push!(value_array, value)\n",
    "    end\n",
    "    PyPlot.plot(value_array)\n",
    "end"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ランダムウォークに傾向のようなものはあまりない．上がったときはそのまま上がり続け下がってるときは下がることが多いというようなことは見て取れなくもない．"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x12e4cfbd0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1-element Array{PyCall.PyObject,1}:\n",
       " PyObject <matplotlib.lines.Line2D object at 0x13d508b10>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "random_walk()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x13d56c990>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1-element Array{PyCall.PyObject,1}:\n",
       " PyObject <matplotlib.lines.Line2D object at 0x12dc11f90>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "random_walk()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x12e0159d0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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    "連続時間の数理ファイナンス理論では，株価の変動は収益率の変動に起因すると考えられている．  \n",
    "変動はブラウン運動で表現される．$S_t$を$t$時点における株価とすれば，$S_t$の変動はブラウン運動$B_t$を用いて  \n",
    "$S_t = S_0 exp(\\alpha t + \\sigma B_t)$と表されることを仮定する．[2]\n",
    "\n"
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    "二次元ランダムウォーク"
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       "  226.493,137.914 224.907,142.837 227.248,141.266 229.444,139.303 233.446,139.479 229.004,139.492 233.936,139.825 233.788,135.403 235.213,134.539 234.054,136.726 \n",
       "  237.621,136.929 239.112,136.285 227.304,138.848 227.556,139.667 225.987,139.878 229.968,143.423 224.22,146.652 227.87,146.745 234.623,140.923 234.314,146.415 \n",
       "  229.427,150.204 227.302,151.991 230.598,151.025 235.747,154.156 229.417,149.76 227.719,144.231 238.002,145.458 239.18,142.645 235.952,141.201 234.94,146.399 \n",
       "  222.868,144.824 229.161,147.818 232.453,144.14 233.162,149.071 234.558,147.312 230.756,140.44 228.098,137.763 225.727,140.262 236.33,137.047 241.771,135.425 \n",
       "  240.965,131.307 246.638,128.856 241.825,127 236.169,124.71 234.343,129.246 239.445,125.678 236.9,131.692 245.828,133.635 246.862,135.335 248.124,140.407 \n",
       "  256.022,137.705 254.514,135.267 253.778,125.679 254.209,129.762 250.583,122.189 258.126,121.656 259.83,123.446 256.308,130.08 254.043,133.397 256.846,141.042 \n",
       "  254.054,140.246 254.81,144.228 253.059,142.322 251.041,142.725 251.661,149.609 252.998,152.822 253.406,148.622 259.345,147.949 261.136,150.955 252.934,146.331 \n",
       "  248.231,141.272 245.388,138.084 240.537,142.383 246.567,141.799 245.963,141.263 240.362,136.628 238.129,143.242 229.575,137.947 235.827,134.995 222.447,140.816 \n",
       "  228.355,144.631 223.788,140.667 218.757,139.958 220.769,145.117 220.011,145.5 217.367,149.291 218.42,151.087 224.161,154.266 228.836,156.889 236.554,162.486 \n",
       "  230.665,167.285 223.589,173.022 217.257,167.125 212.038,169.605 209.635,168.195 209.194,169.979 214.65,172.305 210.598,172.055 214.523,179.048 218.979,183.474 \n",
       "  216.516,174.059 219.501,169.589 221.92,176.62 221.718,178.591 220.316,174.716 222.546,174.719 219.768,170.013 229.444,176.128 225.224,174.519 235.099,178.113 \n",
       "  241.116,177.267 242.42,173.054 237.38,172.202 232.851,175.978 235.725,178.572 229.599,181.271 227.366,179.846 233.165,179.824 234.134,183.71 239.152,186.538 \n",
       "  239.763,187.912 238.653,184.482 240.824,184.162 241.556,185.832 251.077,184.291 248.202,183.903 248.003,180.203 247.583,176.988 250.42,181.094 248.57,182.461 \n",
       "  244.605,185.077 247.404,186.439 248.728,185.219 249.02,182.203 248.94,182.465 244.291,183.973 236.44,178.736 234.596,174.534 239.012,180.387 237.807,187.788 \n",
       "  234.086,190.026 231.025,190.325 226.074,193.673 227.254,198.433 229.748,192.754 229.348,194.973 234.007,185.857 240.146,189.374 242.861,182.901 240.722,185.061 \n",
       "  251.4,188.514 258.92,183.01 250.641,182.232 247.281,182.986 249.324,183.612 248.989,188.718 252.661,190.514 251.184,189.069 257.58,191.866 251.907,190.757 \n",
       "  253.424,193.428 246.868,193.665 251.788,195.661 247.366,194.289 246.675,199.757 242.074,200.633 231.33,199.037 225.806,193.64 229.343,197.329 233.412,192.738 \n",
       "  229.633,195.522 226.822,197.218 224.231,197.814 230.829,199.966 236.034,197.21 237.955,190.86 229.103,188.097 232.644,184.408 240.235,186.524 235.492,191.471 \n",
       "  234.719,191.272 229.773,197.465 224.434,203.699 213.078,206.051 212.904,205.562 210.025,204.134 210.57,202.691 209.226,205.392 208.77,201.063 203.264,200.557 \n",
       "  201.156,200.56 202.32,199.711 203.288,199.902 199.424,198.627 199.931,196.076 198.777,199.216 205.504,194.342 203.737,192.396 197.565,184.922 206.119,183.928 \n",
       "  201.91,185.785 195.738,183.807 195.614,184.786 187.355,180.654 188.725,185.354 189.443,189.612 187.651,194.612 180.891,191.157 180.13,194.984 186.395,198.815 \n",
       "  189.992,194.334 187.987,195.443 197.141,189.873 199.361,185.166 200.909,187.413 205.185,191.43 191.012,194.407 192.212,188.313 193.662,183.733 203.32,176.981 \n",
       "  204.411,174.448 201.261,166.14 183.859,166.96 178.784,162.698 172.002,165.225 175.689,171.445 186.304,171.501 183.512,162.554 181.84,165.439 182.637,165.285 \n",
       "  177.046,162.519 182.969,158.979 179.353,155.712 182.725,158.553 175.611,159.208 167.972,160.676 165.656,168.006 171.317,167.557 174.592,161.541 176.95,160.173 \n",
       "  186.364,161.391 183.358,159.809 188.149,160.783 188.257,159.573 187.456,160.379 190.69,162.246 179.814,166.952 186.514,168.747 186.966,169.214 194.342,167.022 \n",
       "  196.186,168.116 190.104,165.539 181.764,166.775 181.207,170.062 185.18,168.61 188.119,166.176 181.719,167.444 188.807,166.494 185.856,162.66 186.358,165.81 \n",
       "  189.757,165.734 189.728,163.825 192.864,170.911 183.521,169.212 169.47,168.437 161.111,169.26 159.271,165.197 165.464,168.357 157.029,165.993 150.931,169.821 \n",
       "  158.116,174.039 153.564,172.823 160.261,175.358 165.86,177.566 161.633,178.72 158.789,178.045 172.18,172.057 174.72,172.061 178.271,176.737 189.785,176.813 \n",
       "  191.606,178.855 192.314,180.456 192.567,181.811 193.037,182.814 188.46,183.873 195.589,185.9 196.251,186.056 190.129,188.308 197.825,188.547 192.527,185.214 \n",
       "  203.643,190.114 202.173,190.064 209.791,190.627 209.869,183.11 207.377,186.521 217.975,186.101 225.853,180.138 223.83,182.402 231.146,187.278 233.655,188.041 \n",
       "  229.486,185.336 227.024,182.44 231.801,187.94 230.41,187.888 236.631,186.626 234.752,183.454 237.611,178.845 250.059,185.052 257.247,185.923 255.449,190.902 \n",
       "  253.893,192.864 256.213,197.53 252.216,197.446 252.183,195.456 253.114,193.599 257.53,185.746 257.939,185.468 261.239,185.153 259.071,185.931 263.756,185.089 \n",
       "  272.921,185.699 271.741,186.487 276.485,187.467 269.086,180.667 267.68,182.937 271.64,183.98 275.308,190.544 273.462,187.826 274.135,185.383 280.481,180.856 \n",
       "  279.562,184.281 285.319,180.535 275.877,180.571 279.816,183.647 278.592,185.741 283.451,187.303 277.722,184.951 272.544,174.626 276.568,170.849 274.987,169.879 \n",
       "  287.854,167.924 293.596,168.867 291.373,171.664 291.853,163.766 282.244,157.478 271.278,160.021 278.444,162.061 280.671,163.091 282.439,164.126 282.154,166.657 \n",
       "  284.136,162.173 282.478,163.211 283.155,157.145 287.134,157.339 281.865,154.172 278.376,150.943 280.744,149.692 290.789,150.607 289.905,149.786 293.844,152.572 \n",
       "  290.085,153.859 285.974,149.542 294.544,146.619 293.282,136.576 289.902,135.435 295.782,132.193 284.981,134.126 283.577,133.067 286.968,135.016 298.357,135.04 \n",
       "  294.44,132.567 283.81,133.888 283.844,130.221 292.943,134.54 301.549,140.557 298.557,137.649 299.738,140.761 294.229,136.526 295.856,136.197 292.213,134.937 \n",
       "  279.332,142.428 275.755,142.286 275.169,138.593 268.601,137.781 271.822,133.799 265.55,131.959 263.844,135.762 250.621,142.496 245.649,138.784 259.036,137.123 \n",
       "  248.996,141.25 240.506,145.194 233.714,147.79 234.245,150.523 223.978,148.256 228.272,153.107 226.624,151.411 211.842,152.777 207.243,154.951 200.846,157.241 \n",
       "  203.695,162.115 200.331,164.782 206.034,159.969 207.396,156.563 210.57,154.089 210.095,160.201 205.363,156.415 208.935,157.315 208.98,160.449 216.891,159.943 \n",
       "  215.595,159.574 208.358,161.338 206.934,161.165 211.381,158.893 208.441,159.684 207.744,156.622 193.316,161.502 204.147,161.955 201.842,168.939 206.243,172.639 \n",
       "  213.419,173.377 203.671,175.127 203.208,174.337 209.668,177.114 209.006,177.58 209.689,183.4 211.86,188.379 208.816,180.835 215.4,182.205 221.433,180.006 \n",
       "  215.512,187.637 213.108,181.851 208.724,183.926 205.849,188.697 208.006,183.368 214.16,184.686 212.265,187.012 205.379,186.631 204.707,185.151 208.014,185.59 \n",
       "  207.922,183.71 212.017,178.65 208.891,181.617 202.344,180.599 196.867,177.911 189.042,171.354 192.799,178.062 195.795,180.507 201.262,179.799 197.822,183.241 \n",
       "  199.97,182.078 206.486,181.537 201.299,182.668 203.89,183.279 193.868,186.505 192.295,187.772 188.255,188.823 195.151,187.358 195.954,186.672 191.425,187.415 \n",
       "  189.576,188.531 193.934,188.86 196.023,187.614 195.986,181.441 192.421,178.18 200.792,178.75 200.312,168.711 195.896,172.861 193.73,178.028 193.819,176.422 \n",
       "  201.55,177.929 201.722,175.577 194.669,175.963 193.98,175.505 193.037,176.332 194.344,176.42 202.446,174.684 207.165,176.249 200.693,184.772 196.873,188.458 \n",
       "  200.349,190.459 198.018,195.13 200.24,194.279 208.826,193.196 220.133,192.723 219.713,196.231 217.872,192.671 222.171,190.504 225.837,193.927 219.766,192.355 \n",
       "  221.833,196.529 226.985,191.349 218.93,196.713 223.833,193.154 234.965,192.313 231.191,192.607 235.104,196.451 241.447,200.008 242.742,193.93 250.027,189.167 \n",
       "  255.974,188.776 255.818,191.29 250.976,190.629 247.048,191.676 244.225,191.339 245.677,191.418 251.204,191.775 252.431,192.114 255.865,187.334 247.698,179.927 \n",
       "  241.751,186.895 243.917,181.7 231.298,175.257 232.236,177.999 233.268,179.137 228.886,179.322 225.176,179.642 214.269,182.645 203.8,181.116 207.874,182.448 \n",
       "  200.308,178.454 195.744,174.268 192.289,171.992 195.536,176.952 196.592,171.945 202.042,175.303 194.807,176.294 191.288,170.127 191.504,167.168 198.049,167.523 \n",
       "  204.453,170.141 204.305,166.721 196.743,159.24 194.021,166.044 185.14,167.62 184.185,168.736 181.266,175.568 171.018,180.442 164.907,186.754 164.865,184.487 \n",
       "  171.162,182.948 171.895,182.854 172.808,180.805 172.209,174.837 185.654,177.111 194.572,175.043 188.859,175.665 190.017,174.546 192.331,170.034 205.009,165.045 \n",
       "  210.291,165.931 201.605,164.923 206.63,157.856 206.119,149.924 204.812,146.583 200.072,145.576 205.313,152.077 202.352,153.449 194.109,141.718 199.933,145.821 \n",
       "  195.622,152.283 201.17,151.976 196.788,150.463 194.965,150.024 191.182,154.821 189.141,152.109 187.343,152.561 196.041,152.599 195.364,154.406 185.674,159.911 \n",
       "  180.607,155.128 190.447,153.745 186.348,158.436 192.076,159.812 193.898,160.664 189.039,163.109 187.078,153.392 184.982,152.524 190.527,159.637 185.426,161.363 \n",
       "  193.596,161.277 188.819,159.826 181.955,156.467 177.436,155.917 173.545,156.449 168.436,161.817 166.867,159.261 162.684,151.803 164.384,158.902 170.913,160.01 \n",
       "  176.831,162.504 177.366,167.129 173.057,167.444 161.982,162.23 159.769,169.937 161.155,166.839 164.241,169.957 164.799,171.791 154.956,174.619 151.784,173.298 \n",
       "  150.46,180.41 156.079,179.503 159.209,177.822 148.894,173.553 153.822,170.639 159.093,173.348 165.268,168.905 164.626,165.152 164.431,160.399 164.416,161.694 \n",
       "  166.84,158.57 156.444,160.036 156.089,160.19 160.967,165.947 162.652,162.059 154.158,163.802 145.861,169.14 143.828,165.021 148.171,165.729 138.712,168.455 \n",
       "  126.586,164.48 127.075,167.171 131.51,164.623 138.37,165.546 133.772,155.611 141.089,159.216 139.266,156.775 147.821,160.297 148.526,158.531 145.804,158.227 \n",
       "  143.324,153.246 138.922,148.304 131.625,148.809 138.065,143.744 131.324,142.706 123.569,144.581 114.819,139.348 120.119,139.611 117.917,137.21 120.223,137.141 \n",
       "  129.999,136.486 136.197,136.471 142.344,130.175 137.864,129.068 144.494,132.572 146.299,129.12 149.109,135.037 142.435,135.682 145.571,132.638 143.109,129.891 \n",
       "  132.855,132.342 125.659,132.81 121.944,132.695 121.072,130.919 110.069,132.035 114.529,137.125 118.231,136.761 122.048,136.672 125.451,134.211 130.94,132.109 \n",
       "  128.921,135.21 120.263,133.817 124.914,135.772 125.255,131.995 125.183,132.305 122.077,132.055 126.543,122.157 125.741,122.483 124.976,121.996 121.325,124.553 \n",
       "  118.714,127.104 116.048,128.737 108.977,133.987 112.834,133.216 112.112,136.894 103.792,134.16 104.073,131.077 101.302,128.365 98.5497,128.026 96.6981,131.161 \n",
       "  100.523,125.035 101.192,128.49 101.149,126.884 95.1235,122.327 108.515,120.045 107.366,123.03 111.031,122.375 119.769,119.457 125.708,117.81 120.88,121.489 \n",
       "  128.242,119.181 132.862,120.765 129.65,120.537 123.588,122.487 120.835,120.504 115.135,128.294 114.024,126.61 118.683,125.566 128.627,119.622 126.278,118.942 \n",
       "  129.989,126.614 127.111,133.306 128.858,141.687 129.461,142.636 123.642,143.024 117.903,143.243 124.841,146.69 126.706,144.871 125.148,144.872 128.883,145.646 \n",
       "  130.878,145.115 125.23,146.265 126.952,148.845 129.591,146.803 131.521,145.328 132.4,150.409 130.445,149.782 127.685,151.659 130.042,143.607 129.475,151.999 \n",
       "  139.115,156.597 137.497,154.938 140.09,155.848 142.687,152.092 137.039,152.628 123.341,148.761 123.453,142.779 130.144,143.311 132.131,146.217 129.701,147.439 \n",
       "  129.79,146.188 139.206,150.667 143.823,153.122 149.179,150.506 152.859,143.591 148.923,147.055 154.195,143.638 156.924,145.871 161.158,148.268 167.552,141.686 \n",
       "  167.569,145.619 169.804,146.253 174.167,151.984 173.067,145.969 173.927,151.973 175.706,153.927 178.903,158.799 175.576,151.825 182.084,152.117 185.124,153.579 \n",
       "  188.339,152.165 182.479,151.063 187.115,152.323 185.11,154.851 182.919,153.822 181.589,151.271 184.781,142.795 189.242,146.257 193.83,141.825 195.455,144.16 \n",
       "  185.963,146.406 186.311,144.783 186.523,145.469 177.184,144.67 176.674,146.795 181.708,148.38 179.777,146.549 172.417,144.467 170.837,142.303 171.338,138.759 \n",
       "  173.787,137.758 179.924,134.719 175.9,133.251 178.446,133.791 177.87,131.926 178.936,120.456 184.559,124.529 183.923,128.923 182.153,131.829 188.202,133.076 \n",
       "  188.526,136.651 194.75,140.207 192.204,137.789 189.299,132.064 182.726,130.111 178.18,130.89 172.929,135.205 172.349,135.203 172.925,140.477 174.239,142.292 \n",
       "  176.237,142.056 173.233,145.861 171.011,141.599 171.138,141.809 166.034,139.235 168.456,135.096 167.897,136.354 166.812,136.32 157.512,129.466 152.292,133.134 \n",
       "  150.767,134.958 149.014,141.922 155.521,142.529 158.074,137.416 148.459,133.952 150.284,134.306 155.113,136.213 152.211,140.155 151.629,138.34 156.335,139.06 \n",
       "  150.216,139.158 152.489,137.147 151.346,136.877 143.695,140.174 141.744,136.375 139.61,135.529 145.121,135.011 140.883,131.425 137.081,131.086 135.24,132.491 \n",
       "  126.641,129.89 142.121,131.463 134.491,130.65 148.293,128.724 143.207,124.541 142.251,120.346 146.242,123.864 147.938,123.529 150.16,115.566 148.295,117.067 \n",
       "  140.248,112.97 141.739,110.58 149.641,119.011 145.424,118.307 139.165,117.764 136.804,122.588 139.772,123.816 130.347,119.847 125.467,119.927 120.963,112.115 \n",
       "  128.206,110.548 135.18,112.145 139.324,112.419 146.836,111.876 139.677,115.733 134.06,111.65 129.656,113.769 127.249,108.326 125.514,107.872 130.617,105.417 \n",
       "  131.531,103.992 123.273,102.273 121.623,107.156 126.661,109.172 130.363,107.536 134.286,106.406 127.501,110.465 129.512,109.371 128.393,114.668 125.523,111.573 \n",
       "  128.195,109.559 134.898,108.948 135.11,109.26 136.525,110.983 138.166,108.317 131.228,106.51 125.173,109.973 135.631,113.711 126.157,115.844 138.631,115.124 \n",
       "  128.787,118.949 122.848,120.723 132.337,123.171 124.799,124.819 123.226,123.479 118.539,121.865 125.004,123.298 117.313,120.281 120.324,117.895 122.741,116.093 \n",
       "  125.3,112.002 125.62,112.571 128.14,112.827 130.433,108.602 134.006,108.496 137.529,105.016 138.608,105.655 134.059,102.674 134.495,104.361 135.509,106.378 \n",
       "  131.606,102.217 130.258,103.259 133.522,102.281 131.231,105.466 126.066,106.963 127.981,102.704 124.734,104.476 133.486,107.511 126.756,106.871 122.402,107.702 \n",
       "  114.804,107.106 115.475,110.532 121.491,111.745 114.767,112.045 107.622,110.408 109.004,110.722 114.318,114.294 112.416,113.974 109.808,112.581 110.106,106.148 \n",
       "  102.737,108.473 96.8948,112.357 98.0539,114.119 89.7333,108.144 88.8406,110.621 75.3522,114.138 67.0167,114.017 74.2033,118.4 79.4013,120.93 72.2722,124.148 \n",
       "  75.8434,128.833 84.4086,128.059 81.6798,123.404 82.7132,118.492 80.157,121.102 74.2436,121.274 85.126,116.237 81.8246,115.095 91.6625,116.463 90.4656,119.141 \n",
       "  81.0354,120.826 79.1382,117.121 76.4988,117.271 74.2429,117.121 81.7744,113.347 80.2625,114.528 69.9626,116.069 66.0248,120.978 74.2249,120.684 74.9225,123.103 \n",
       "  76.6594,126.058 74.4254,129.368 70.6815,129.89 77.0438,129.067 67.1531,135.359 60.5529,133.431 61.535,130.792 55.5232,134.143 51.6635,137.403 54.3376,130.819 \n",
       "  48.035,131.963 52.0317,131.204 47.493,133.312 44.2345,135.99 50.4735,131.353 48.9137,129.59 48.7434,120.401 49.4671,119.272 55.3705,113.357 56.6213,116.124 \n",
       "  55.7579,112.967 56.4631,108.739 45.7163,110.067 39.4679,106.199 41.9177,100.037 47.8711,100.152 48.2194,102.806 57.1824,97.8994 53.8165,98.5076 57.4959,103.604 \n",
       "  60.6266,107.389 54.4224,109.189 48.1185,102.914 35.8488,99.725 42.1823,100.742 42.6767,101.327 39.8245,99.9581 41.5484,98.8764 47.5392,100.104 60.6437,104.098 \n",
       "  64.9398,104.254 59.7214,106.824 62.8,106.231 54.4531,113.962 57.9783,111.763 61.8659,110.138 54.7448,110.12 55.0725,104.368 62.8592,100.617 63.4854,101.857 \n",
       "  59.4359,99.1072 58.0168,108.217 55.1193,113.112 58.3205,109.428 74.2127,112.425 76.0935,116.882 86.0871,116.692 92.3334,117.389 94.4668,123.97 100.809,128.923 \n",
       "  106.008,132.428 100.756,130.425 105.512,129.206 109.143,123.97 103.978,126.706 110.761,124.836 107.628,124.613 100.431,122.765 102.336,113.557 96.1529,110.183 \n",
       "  92.484,107.296 101.989,105.281 92.2592,103.889 96.6813,110.072 96.3959,104.982 99.3251,110.729 100.701,109.224 99.7136,110.594 97.9399,105.338 98.1781,113.467 \n",
       "  98.379,115.642 98.9224,108.786 99.3436,112.101 96.7878,106.097 96.4281,102.839 96.7401,101.564 100.031,104.654 99.1867,100.186 93.7237,102.069 91.5525,104.69 \n",
       "  89.2164,102.449 92.0777,97.8824 100.402,101.422 99.4765,97.687 90.9726,97.4342 82.8619,98.3294 85.3527,95.5915 93.8518,96.9644 102.273,95.6475 107.428,94.2828 \n",
       "  103.461,95.9788 100.656,104.866 106.089,112.819 107.771,112.808 108.121,109.641 106.633,107.959 97.6767,105.985 107.79,99.3161 104.818,93.5325 103,96.0194 \n",
       "  102.741,95.1425 99.1008,99.2313 102.806,97.4034 110.825,100.858 113.469,104.602 115.449,99.3299 112.106,99.6125 112.269,94.7928 109.814,97.6409 106.353,92.2778 \n",
       "  107.693,102.148 113.2,101.56 111.703,98.8026 115.121,94.3551 119.477,89.6736 118.516,88.5782 127.227,88.6348 124.948,86.8925 129.356,84.1384 129.615,83.6763 \n",
       "  129.977,80.3251 122.796,82.1587 128.494,77.7514 115.893,81.024 118.965,81.5694 121.129,79.8744 119.489,75.3116 125.03,75.9214 119.025,73.7397 116.379,68.963 \n",
       "  113.968,66.4224 116.962,70.2375 116.674,68.4862 121.15,67.1451 123.254,70.8575 127.782,76.5266 129.265,73.64 120.284,72.3846 127.603,72.7014 133.624,70.6804 \n",
       "  132.167,73.1314 130.368,70.2517 123.896,71.5346 130.789,71.3514 134.704,69.2428 126.657,70.6479 135.872,68.3589 141.494,65.1395 140.671,69.4797 134.569,66.3258 \n",
       "  138.968,65.2353 141.917,61.2595 153.061,61.4895 155.93,58.5733 143.331,59.363 152.933,60.4765 161.297,62.5544 157.342,59.2486 164.974,63.4728 163.136,56.8336 \n",
       "  163.139,55.987 158.797,55.1091 161.123,58.0129 159.823,55.4645 153.617,57.531 148.663,58.9725 148.715,56.1171 142.056,56.9893 136.247,57.0809 135.142,53.9255 \n",
       "  133.588,53.0147 137.048,53.692 143.117,56.3907 143.259,60.4234 141.705,59.2469 139.306,57.4825 143.933,61.0346 135.454,56.5355 139.072,55.608 143.919,50.7524 \n",
       "  136.147,51.3408 128.947,55.8093 124.219,58.9022 114.049,61.841 116.961,61.8164 103.821,65.1385 106.989,74.7971 100.559,67.7947 105.372,72.2743 107.423,69.3405 \n",
       "  100.658,65.8184 98.1149,67.9938 98.2724,64.9825 103.988,63.8395 101.431,60.1637 101.858,60.0431 103.98,64.0468 101.269,62.0636 102.293,63.6928 108.558,63.053 \n",
       "  96.0236,57.4376 98.7521,52.1908 105.322,45.8546 104.933,42.3836 108.58,43.0991 102.051,47.6944 104.172,50.2741 103.773,49.8344 106.723,46.1 114.764,45.3782 \n",
       "  121.526,50.1376 124.524,56.3787 122.925,57.1768 124.135,62.5285 130.446,65.4751 123.653,67.4835 121.874,68.4125 121.343,72.2831 117.337,73.3625 122.876,72.0223 \n",
       "  126.699,74.6812 125.514,74.7817 127.691,76.8268 121.707,80.146 113.271,76.8304 111.585,75.3031 101.544,71.5999 92.4875,68.5014 97.6148,73.2328 101.388,71.6648 \n",
       "  103.697,73.535 105.544,77.7133 103.827,77.3414 107.941,82.4921 100.873,81.8233 105.037,81.4091 109.005,80.9355 114.382,81.9882 118.188,81.0811 123.271,79.2923 \n",
       "  120.371,75.5809 130.781,74.0307 129.028,72.9762 122.385,75.1949 122.614,79.9314 128.561,77.869 126.538,83.2702 125.801,83.4985 132.483,81.7074 139.934,75.6512 \n",
       "  143.791,74.9249 134.89,71.2438 136.907,64.4499 138.541,65.7929 130.619,68.6866 128.565,65.9694 124.983,63.768 135.865,68.1104 134.098,66.9368 138.435,61.0129 \n",
       "  145.221,59.9227 147.335,58.218 147.682,61.322 140.763,60.2585 142.844,59.4155 149.084,56.1467 151.103,60.1547 156.02,60.909 148.143,69.0859 145.457,64.4167 \n",
       "  153.171,67.1942 153.165,65.8456 158.343,56.8223 160.085,61.7973 156.976,58.0185 161.701,57.7345 166.617,55.4322 165.469,58.9488 165.025,57.0274 167.403,55.0448 \n",
       "  169.524,49.4848 163.36,51.8311 159.119,55.8762 166.406,56.9303 170.502,54.1313 162.713,54.1291 152.941,50.9743 149.14,53.4059 155.067,52.8814 158.344,55.7567 \n",
       "  152.234,59.2707 152.706,60.6056 143.855,60.7706 142.652,69.7657 152.73,71.3409 148.855,77.9006 150.8,74.9309 137.73,74.5364 138.944,73.8303 141.689,72.6655 \n",
       "  139.088,68.0358 136.235,68.538 135.184,65.1852 137.754,65.7256 137.155,64.7648 135.008,60.7979 143.709,59.8025 144.013,51.5535 141.442,51.7906 142.433,55.1647 \n",
       "  142.356,61.9334 135.667,65.8516 130.211,62.6362 134.882,70.0088 135.194,64.459 137.438,65.8175 128.755,63.6183 118.174,66.1141 118.217,66.0302 114.636,69.5076 \n",
       "  106.574,69.5915 103.763,72.4126 102.474,78.0999 104.075,74.2575 109.034,75.2872 109.097,78.4952 105.166,80.1401 102.622,77.6367 99.8746,78.6121 95.5505,79.9965 \n",
       "  99.1865,81.0302 103.892,77.461 108.167,79.0277 100.554,83.6067 105.606,84.5831 107.309,81.9557 110.92,80.5146 108.994,79.6582 101.671,83.9903 108.21,80.7423 \n",
       "  112.939,83.1271 110.777,77.9807 115.709,76.5445 117.079,71.0498 120.554,72.0807 124.324,72.1774 124.238,69.1422 121.994,70.307 116.238,74.6706 116.58,74.7484 \n",
       "  113.488,78.162 109.661,79.1022 110.793,73.9915 112.686,77.5499 112.971,70.6233 111.291,73.8935 109.286,74.9168 117.405,67.0487 119.332,64.4525 117.947,57.8259 \n",
       "  122.847,56.6429 119.208,57.4084 118.646,58.7274 122.54,65.6033 126.37,67.9831 122.415,66.663 127.755,59.8815 132.889,65.3381 131.948,67.6386 135.545,68.9498 \n",
       "  133.229,72.522 127.713,71.0617 124.139,74.0054 125.745,76.1369 118.604,85.0931 123.658,78.8654 117.69,86.1203 131.113,84.109 135.481,84.4713 135.263,81.9178 \n",
       "  133.551,74.8207 136.469,69.2681 137.449,70.8441 148.118,72.568 148.033,71.9862 151.504,74.3458 155.291,73.3779 151.734,73.7025 161.366,76.0362 155.763,71.6388 \n",
       "  161.221,65.5339 155.314,65.8816 149.605,58.4632 149.21,57.6502 151.537,63.6075 139.268,60.1906 139.507,53.4729 149.609,49.5227 153.127,45.276 162.794,50.3474 \n",
       "  163.555,48.6565 157.531,45.8671 158.646,45.1224 160.586,46.6341 164.292,39.6945 160.6,37.4592 164.394,37.5562 165.804,35.9419 166.784,36.3986 165.795,31.8552 \n",
       "  161.065,42.9009 165.48,43.6123 157.357,42.7764 153.537,50.6965 158.886,54.6059 161.386,53.4087 164.729,56.885 162.545,58.5355 162.177,61.8051 162.397,66.5416 \n",
       "  157.497,69.3842 154.968,71.083 163.595,71.735 161.685,76.1504 160.305,75.5176 165.008,77.2248 161.001,76.6067 152.755,75.4117 150.118,79.1202 143.157,77.4721 \n",
       "  145.491,78.7902 144.694,75.8464 148.012,72.7638 145.858,72.872 147.956,70.0787 148.004,69.7044 155.477,74.774 157.766,73.4431 159.446,74.4037 157.11,73.794 \n",
       "  157.589,70.8754 160.903,71.0111 165.361,68.3868 163.972,63.3172 171.431,57.242 172.787,57.1138 168.438,54.5742 166.601,57.4341 162.914,53.2454 161.482,57.3061 \n",
       "  156.57,54.2162 150.473,52.9103 141.916,46.6617 140.551,44.0837 138.657,47.7061 145.569,49.5928 146.551,50.9212 150.993,44.9428 153.64,44.0623 147.145,41.3743 \n",
       "  147.021,40.1057 151.563,45.1761 159.45,36.0966 154.097,40.0372 157.103,33.5546 156.54,37.9052 151.776,33.3641 136.753,32.1663 131.597,31.4961 131.143,40.4078 \n",
       "  128.232,37.5515 126.35,42.647 131.201,42.5787 133.786,42.2236 132.797,40.0523 132.676,40.1817 139.084,41.2082 146.449,39.5242 155.883,47.7983 155.808,48.377 \n",
       "  155.368,53.7066 155.065,51.1851 160.342,49.4363 159.044,44.6201 150.836,46.4389 149.603,46.7792 155.386,48.9597 154.559,48.0795 161.095,51.5629 170.503,60.0412 \n",
       "  174.199,53.4373 175.899,45.6026 180.499,45.6634 185.786,51.4238 185.157,50.0981 188.379,54.7901 187.506,52.9623 179.274,55.4159 179.164,57.9419 182.972,51.3036 \n",
       "  184.723,48.2607 185.888,48.231 192.903,47.6418 196.677,45.9535 186.494,49.0699 193.274,49.1957 207.02,48.4 202.226,45.4804 194.807,47.7291 202.069,54.065 \n",
       "  205.175,57.9421 196.15,56.4266 200.113,57.5258 193.032,54.2022 200.37,52.7685 198.007,52.659 210.747,50.9661 207.559,50.9871 209.89,55.7239 212.76,60.072 \n",
       "  214.928,60.0966 216.992,61.0201 212.058,63.1273 207.616,62.5133 215.554,63.5704 215.931,66.0786 207.387,72.8845 209.443,71.0632 210.027,81.7822 214.545,81.1196 \n",
       "  217.736,81.7133 218.361,78.0664 218.646,82.2051 214.878,89.9715 219.194,90.0821 219.404,95.1111 217.822,91.9039 228.592,96.1572 226.662,95.4172 221.904,102.782 \n",
       "  218.054,107.152 218.381,109.742 216.863,107.665 218.065,108.199 213.129,104.268 208.161,107.551 203.763,106.87 203.264,106.919 205.587,111.719 204.795,110.304 \n",
       "  209.539,108.567 205.835,110.385 193.881,115.991 181.061,116.944 181.699,118.977 178.491,117.609 177.577,118.413 185.916,123.074 181.446,124.564 180.525,130.121 \n",
       "  186.434,135.449 189.619,129.216 190.241,129.737 191.75,126.025 195.771,122.61 203.749,127.318 203.978,123.279 202.41,119.573 200.326,123.618 211.086,123.021 \n",
       "  207.005,125.394 206.451,122.425 204.134,124.128 206.428,127.685 210.116,128.376 214.522,128.89 212.339,125.771 217.262,122.718 228.249,115.819 235.46,113.295 \n",
       "  226.781,116.423 224.875,116.529 221.717,117.871 222.249,120.398 227.941,124.554 230.758,121.761 221.464,123.18 218.745,122.571 230.117,125.747 233.598,123.32 \n",
       "  233.338,119.386 233.053,113.16 225.754,112.027 228.748,118.165 224.691,117.746 222.985,116.36 213.55,114.98 220.495,112.779 232.56,110.519 233.412,111.181 \n",
       "  243.96,116.965 255.738,121.817 257.926,124.784 259.48,118.308 254.803,126.639 260.301,127.237 264.767,126.529 258.687,123.191 263.314,121.555 264.11,119.48 \n",
       "  266.477,119.599 270.94,118.513 274.674,119.117 267.069,117.59 266.395,114.841 265.77,123.925 269.348,130.884 265.713,129.811 270.036,129.862 267.361,132.129 \n",
       "  274.939,136.938 279.087,134.548 283.886,135.845 295.109,138.237 286.747,135.97 283.942,141.332 283.923,142.099 280.722,140.165 285.715,146.17 284.829,137.858 \n",
       "  283.836,137.724 280.03,131.934 277.63,126.736 268.574,127.504 254.09,128.633 260.288,136.422 258.141,135.029 256.569,140.661 253.664,137.544 252.838,140.511 \n",
       "  241.27,141.335 236.833,139.248 247.13,136.28 246.162,134.09 249.408,139.591 245.243,138.781 238.369,139.207 240.448,136.2 237.265,138.102 237.261,131.792 \n",
       "  234.66,126.844 246.036,128.635 245.398,131.173 246.022,132.618 249.267,139.422 260.181,135.285 264.827,140.059 263.476,139.655 267.509,144.454 271.643,146.717 \n",
       "  276.638,144.743 278.895,151.294 287.515,154.607 295.197,156.195 299.194,154.302 291.05,159.103 286.35,164.53 286.667,167.274 284.643,163.61 279.626,163.414 \n",
       "  276.443,167.717 281.974,168.604 276.585,167.414 283.145,163.735 284.649,159.003 289.537,160.326 289.481,154.646 290.716,150.653 282.574,148.861 279.124,145.647 \n",
       "  275.926,148.112 265.623,155.12 267.77,151.178 269.18,148.992 270.509,149.414 276.687,144.21 271.191,147.75 276.885,144.209 277.554,142.835 276.659,147.372 \n",
       "  266.357,148.424 259.365,144.634 256.071,145.03 261.083,150.467 259.521,151.409 268.135,152.982 272.316,148.329 275.748,146.336 269.155,144.069 264.207,142.765 \n",
       "  257.941,145.337 254.254,142.264 254.696,138.858 259.295,131.612 256.773,129.906 246.856,123.766 247.567,121 236.983,119.408 232.583,123.049 232.617,124.919 \n",
       "  231.664,125.385 241.412,118.578 248.854,126.174 254.42,128.043 258.512,125.19 256.035,129.918 250.452,132.487 250.313,141.008 241.858,145.796 240.528,141.962 \n",
       "  239.807,139.879 228.779,142.671 233.935,141.516 239.568,138.733 239.768,142.67 234.33,133.086 231.569,134.578 239.685,137.412 237.047,139.104 229.467,145.758 \n",
       "  227.422,147.254 226.364,151.255 222.7,154.6 224.825,157.637 230.863,160.524 236.878,158.753 248.441,160.846 239.919,159.615 239.91,156.786 238.819,155.127 \n",
       "  235.368,149.801 245.869,145.353 241.866,144.536 240.553,144.308 237.945,141.899 242.588,141.388 238.354,146.942 234.73,140.062 233.555,144.413 233.566,146.461 \n",
       "  238.646,147.039 235.835,143.012 234.722,137.473 238.644,143.863 240.234,142.005 241.315,142.562 243.871,141.458 237.296,134.57 232.731,134.058 231.986,136.368 \n",
       "  230.536,140.48 236.266,142.605 239.169,145.949 242.279,152.546 239.938,150.198 232.42,159.897 225.622,163.203 217.661,158.942 212.932,159.143 210.304,160.686 \n",
       "  209.14,159.028 200.225,157.15 202.751,160.888 202.151,164.184 201.025,170.521 196.823,170.561 193.668,171.046 197.877,172.197 197.655,181.039 197.376,179.628 \n",
       "  204.574,182.194 206.032,180.464 214.2,184.813 222.315,181.994 224.109,180.065 228.28,184.203 229.62,185.301 233.452,186.033 231.332,184.7 225.582,179.886 \n",
       "  227.62,178.776 226.185,178.87 228.107,179.56 230.21,186.532 225.744,178.008 225.862,184.158 222.776,185.556 221.991,187.627 213.211,188.24 215.055,189.989 \n",
       "  211.897,193.048 213.149,187.526 212.46,185.541 207.192,184.941 214.957,185.192 207.553,192.457 198.291,195.849 194.787,191.535 184.481,188.418 192.116,191.786 \n",
       "  189.683,189.512 189.619,190.374 188.54,184.13 188.266,183.776 179.689,179.809 178.852,181.464 183.969,186.017 181.472,186.912 186.821,188.584 177.398,184.862 \n",
       "  184.6,180.73 187.906,170.394 183.264,166.605 184.857,171.682 174.235,169.065 171.487,177.625 170.349,174.27 176.398,173.256 191.475,172.241 193.265,173.185 \n",
       "  185.307,174.606 188.207,177.553 189.615,177.852 186.496,182.137 180.346,181.325 183.972,176.405 181.455,173.847 176.547,173.607 176.26,173.159 172.848,172.403 \n",
       "  176.457,170.762 178.213,173.457 175.548,178.256 171.16,185.301 175.139,184.017 171.547,182.155 164.426,183.826 164.328,188.627 158.114,185.442 148.889,185.464 \n",
       "  153.31,179.885 146.682,183.055 143.685,180.777 145.086,184.173 138.021,185.059 140.597,180.644 142.071,187.837 149.208,196.746 155.111,202.361 156.01,201.333 \n",
       "  153.158,199.705 148.805,191.955 150.777,194.349 152.344,198.109 155.553,201.233 160.226,201.565 159.129,204.927 151.483,202.049 141.176,204.069 145.447,200.485 \n",
       "  153.171,198.521 146.301,193.761 144.425,195.867 139.779,199.407 132.194,206.924 136.774,199.764 141.1,199.877 141.289,203.359 138.244,203.371 139.374,199.359 \n",
       "  142.157,192.575 141.179,193.385 142.326,188.526 144.214,194.09 143.758,199.203 135.86,200.959 132.781,202.581 138.006,198.941 138.119,202.855 136.753,199.363 \n",
       "  143.634,193.669 150.762,193.807 151.761,192.603 158.384,198.055 152.646,201.6 155.648,198.874 154.901,199.035 167.479,203.84 171.917,199.991 162.66,194.903 \n",
       "  171.419,192.752 172.448,194.354 174.219,198.841 179.728,200.79 179.771,206.361 177.667,197.864 175.26,198.136 170.23,196.926 168.001,201.326 161.838,205.275 \n",
       "  163.753,203.277 165.685,200.497 174.586,201.138 182.965,209.381 182.633,212.351 181.289,217.049 179.824,219.95 177.089,227.891 180.352,227.171 168.956,229.201 \n",
       "  166.312,229.169 168.218,231.666 175.483,233.889 180.138,230.743 179.129,230.866 172.81,231.54 181.078,229.043 184.772,227.469 190.785,229.324 187.051,228.429 \n",
       "  184.752,232.166 185.336,237.087 186.636,237.697 193.069,233.727 198.164,238.778 203.068,238.072 201.516,243.115 201.494,239.733 201.963,240.433 205.879,236.384 \n",
       "  209.534,234.364 208.153,237.088 201.267,236.684 206.759,240.041 213.558,245.131 217.286,246.076 213.64,245.365 216.844,246.235 215.609,243.947 207.707,248.575 \n",
       "  196.432,248.788 195.129,248.699 194.809,245.312 194.326,247.39 197.98,249.347 193.589,253.568 193.326,258.226 193.738,253.454 187.674,255.859 196.359,248.474 \n",
       "  200.302,240.01 206.855,242.74 213.037,239.328 216.852,240.958 215.394,247.011 209.866,242.175 197.489,245.989 199.174,247.646 197.361,242.529 191.641,237.867 \n",
       "  189.974,242.77 189.886,244.698 189.103,252.443 184.982,251.297 190.387,248.133 183.957,248.62 185.664,255.825 185.257,259.562 188.145,272.457 194.365,269.674 \n",
       "  189.881,264.604 178.734,265.018 175.775,263.608 172.982,263.877 165.525,270.607 164.608,268.992 158.453,268.812 157.166,264.547 154.206,267.272 158.075,264.504 \n",
       "  152.727,267.653 146.017,259.885 146.353,260.227 142.529,263.859 148.229,267.474 145.934,267.524 152.004,263.953 148.112,262.221 151.289,266.373 153.057,265.867 \n",
       "  150.767,264.593 145.674,265.844 143.203,268.48 144.236,275.567 141.305,274.853 141.454,276.365 138.201,275.832 136.936,276.579 136.45,283.309 142.563,283.302 \n",
       "  145.079,283.739 148.614,282.867 152.65,281.198 151.968,276.559 152.936,277.548 150.159,273.251 161.729,274.859 159.777,267.6 157.326,267.355 149.818,268.09 \n",
       "  140.09,266.724 143.092,269.344 140.626,265.83 144.64,261.777 142.2,263.03 142.281,259.593 138.615,260.936 136.746,264.355 142.418,261.778 138.92,262.318 \n",
       "  138.894,265.932 135.193,265.528 145.394,257.999 144.608,257.093 145.859,258.132 145.764,260.167 138.522,259.405 135.474,255.422 134.53,250.049 118.667,261.475 \n",
       "  117.274,258.531 108.924,261.003 104.641,262.45 95.3892,260.29 92.5437,264.168 81.2245,256.401 83.2141,251.933 93.3692,254.12 87.4928,251.067 83.7661,246.915 \n",
       "  88.7557,245.363 91.2389,247.245 95.3427,241.016 90.0213,238.362 95.9641,240.378 88.5359,243.678 83.7975,243.202 87.6972,243.831 83.4912,236.572 86.157,238.904 \n",
       "  80.3491,240.295 82.5584,239.648 83.686,241.395 82.3915,238.62 82.251,239.788 75.0079,237.836 73.7868,236.458 69.0266,238.053 67.3539,233.621 71.6281,230.146 \n",
       "  77.1967,228.884 79.2731,227.266 78.557,229.865 78.2038,233.598 84.794,228.086 82.0084,223.663 72.7226,230.631 64.9465,226.964 60.7959,224.477 58.8832,229.081 \n",
       "  68.3081,229.12 76.2146,229.316 68.5124,233.023 63.1378,231.962 61.1679,232.537 55.8595,233.414 50.3442,229.819 44.4219,228.098 53.0184,229.189 54.817,231.694 \n",
       "  59.1043,233.648 60.2712,230.933 61.6943,227.827 60.6683,227.329 55.7245,231.942 59.3054,227.417 55.0154,224.513 51.9658,228.767 48.4581,223.383 50.3985,227.529 \n",
       "  53.0514,223.067 56.9355,222.623 59.7138,222.98 54.2203,217.773 50.5938,216.014 50.754,214.458 53.0289,215.355 58.7745,218.403 59.7544,216.646 66.2425,214.351 \n",
       "  77.7164,217.852 82.7295,218.56 87.2229,222.09 85.2877,219.456 91.6887,216.344 92.3388,219.472 94.0574,216.387 99.0476,217.682 99.8389,216.236 101.469,216.348 \n",
       "  108.895,220.083 109.877,219.534 115.184,222.902 116.138,220.127 112.236,215.626 108.338,214.767 105.539,214.706 97.7881,217.024 93.2284,215.894 96.9531,215.09 \n",
       "  94.0896,216.942 95.1805,218.599 97.1972,213.588 98.9527,209.458 99.6986,206.79 98.3284,200.322 101.372,205.16 105.776,203.526 106.303,202.382 102.903,199.082 \n",
       "  108.873,195.892 109.854,196.061 106.146,193.993 109.661,198.764 102.59,196.816 98.6424,197.056 97.6397,196.046 93.18,193.878 100.656,194.498 95.8528,193.073 \n",
       "  85.0948,191.38 89.1524,195.106 95.6107,196.302 104.65,197.877 104.376,206.3 98.193,208.328 95.3519,210.331 92.5613,211.672 93.2943,211.848 95.6896,211.108 \n",
       "  97.6884,212.575 93.0652,213.06 99.9494,210.225 105.878,212.171 104.44,214.11 100.858,211.109 97.4424,212.291 99.6763,214.898 89.045,214.959 92.4397,222.803 \n",
       "  100.831,218.497 110.819,212.971 112.364,215.992 105.233,211.631 109.03,211.189 115.976,211.344 111.521,206.592 113.607,203.295 118.499,196.912 111.609,194.941 \n",
       "  113.803,194.086 107.978,190.429 107.911,193.061 115.685,190.084 120.105,190.396 122.917,189.292 109.869,190.629 108.639,190.131 116.536,195.061 111.941,195.787 \n",
       "  103.068,199.262 105.547,202.962 110.337,197.404 109.537,197.64 104.675,203.622 111.938,198.65 110.168,197.124 106.901,199.619 109.855,201.39 102.045,205.846 \n",
       "  102.55,204.293 99.2987,205.27 98.9433,204.41 102.809,207.643 100.123,207.152 96.5884,207.08 99.8686,205.482 105.136,210.187 107.108,211.081 94.5898,208.166 \n",
       "  97.3533,204.116 101.616,196.774 107.629,202.675 109.18,204.286 116.591,205.08 116.207,206.43 112.193,203.289 110.92,201.303 120.162,209.166 124.611,210.062 \n",
       "  119.07,211.415 111.71,212.346 117.404,212.704 111.805,214.642 111.553,212.681 113.694,214.62 110.851,214.041 110.229,217.443 102.147,213.342 99.5407,213.947 \n",
       "  91.9553,215.418 90.7776,215.468 92.6933,220.68 91.2461,219.636 84.7992,214.089 85.3832,214.478 85.286,206.78 90.2559,203.879 92.4736,207.261 95.3251,204.537 \n",
       "  85.8051,204.361 83.9296,203.898 82.6004,205.951 80.3538,198.429 85.9616,198.37 77.5211,200.127 74.4244,200.905 74.1703,199.46 73.7975,203.592 68.0867,204.143 \n",
       "  67.9019,201.818 64.0734,200.681 70.1456,202.894 61.385,202.553 69.831,203.11 80.9898,196.02 88.7911,198.518 78.6893,196.948 74.2122,194.657 74.0948,190.273 \n",
       "  82.5982,189.29 77.9,190.93 74.7128,187.613 68.9777,183.411 69.1561,184.441 71.644,183.577 69.2489,183.522 70.6978,181.338 72.2428,181.689 73.6726,183.677 \n",
       "  68.8045,181.903 62.8279,186.956 68.7359,188.786 68.4032,189.963 73.7645,189.929 78.7781,189.536 78.2183,187.672 75.1079,187.587 85.6424,183.719 83.9574,186.115 \n",
       "  89.2732,188.73 85.8419,180.982 84.0065,178.074 82.7539,178.52 84.2107,177.296 89.9949,169.486 84.3784,171.786 87.0994,172.731 80.6397,170.314 77.0633,167.097 \n",
       "  76.9792,168.159 75.3629,169.557 72.5871,173.319 74.7431,168.718 77.8616,171.949 72.8112,168.512 71.6313,165.461 76.9913,168.7 79.8955,174.852 84.7981,175.635 \n",
       "  79.7584,173.253 83.3653,171.582 89.8185,172.973 81.6558,172.896 74.3007,172.256 68.6035,172.599 74.547,175.737 77.8851,177.037 75.4735,183.246 82.1357,188.925 \n",
       "  86.6246,188.814 84.2942,188.642 89.8484,189.929 83.8436,190.987 81.5566,185.953 87.7281,187.019 95.5307,189.503 92.5929,189.645 94.3376,198.231 90.6524,196.502 \n",
       "  87.3847,194.214 84.5424,192.331 82.4609,188.948 73.0236,186.19 71.6383,183.267 67.8445,186.092 73.9921,193.181 86.4265,198.422 81.7351,194.277 86.2034,197.497 \n",
       "  91.6287,192.89 82.9807,191.558 79.6422,185.927 85.3889,187.145 90.131,195.7 97.4664,195.539 96.8667,192.754 99.7216,193.355 104.272,191.833 113.145,194.956 \n",
       "  112.234,193.813 113.859,193.959 114.018,188.444 114.727,183.849 116.136,177.922 120.371,181.373 122.648,179.861 117.076,178.134 123.449,177.26 117.301,180.887 \n",
       "  120.688,184.136 115.013,187.851 110.026,179.695 108.646,184.49 108.055,189.37 102.956,192.931 105.655,188.275 109.284,185.432 112.171,194.167 118.754,198.419 \n",
       "  121.853,195.531 120.174,191.47 122.196,189.901 127.554,189.821 137.677,191.7 132.724,187.83 130.331,192.25 129.09,194.142 129.561,192.664 137.141,187.612 \n",
       "  143.849,183.94 146.024,186.629 142.409,187.811 139.991,187.816 136.763,191.776 138.361,190.484 141.471,194.965 129.443,184.221 126.42,179.603 120.152,180.357 \n",
       "  111.04,180.717 118.301,188.166 119.915,188.389 121.221,189.811 132.514,196.174 124.767,199.675 108.754,197.985 110.325,194.775 105.079,195.161 104.283,190.253 \n",
       "  100.812,192.086 100.576,194.201 105.585,191.019 107.659,190.772 114.34,193.966 120.591,195.424 121.091,199.906 134.467,199.136 132.69,194.636 126.042,195.373 \n",
       "  121.62,187.47 118.417,186.704 118.874,183.775 118.274,183.431 124.758,182.791 124.43,184.273 121.752,191.22 119.859,187.852 122.594,187.841 120.076,191.037 \n",
       "  119.867,191.062 129.586,192.861 125.313,193.719 133.389,187.747 130.74,191.306 124.846,194.651 119.154,190.852 116.575,188.914 113.794,194.614 112.942,197.171 \n",
       "  104.313,190.033 101.512,183.418 112.784,182.813 111.184,184.571 103.954,187.937 103.678,178.136 113.078,172.931 114.594,172.795 122.751,170.525 119.325,174.345 \n",
       "  121.803,177.256 121.142,176.59 120.311,176.414 118.071,169.957 113.341,172.44 112.909,170.917 113.252,172.328 109.149,177.412 102.313,178.879 101.309,180.086 \n",
       "  95.0551,176.522 96.0122,177.317 89.7202,177.826 87.9674,180.017 89.8209,177.186 86.4315,177.294 81.7961,175.186 80.6481,173.327 76.883,167.648 75.9047,167.176 \n",
       "  78.1336,165.155 80.8998,162.501 86.413,159.098 93.7375,153.737 96.7428,151.582 90.5374,154.548 95.5042,157.55 86.9832,161.745 76.5501,159.361 74.6221,164.244 \n",
       "  82.6516,166.958 77.2513,164.718 78.8406,164.339 87.841,160.482 86.987,162.097 82.1484,166.638 81.7527,158.862 86.0048,154.042 88.5696,157.626 85.8594,161.495 \n",
       "  91.4846,168.652 94.0964,168.481 86.6974,170.164 85.5635,175.946 88.345,174.327 101.921,172.264 101.542,171.052 105.803,172.219 103.04,169.403 97.7997,165.705 \n",
       "  94.9707,166.81 95.0613,169.597 95.452,170.376 94.9008,172.968 93.5274,170.791 100.248,170.729 108.134,172.922 118.005,171.128 108.151,174.987 113.913,171.748 \n",
       "  118.69,179.67 115.377,179.613 114.071,177.749 119.747,177.952 128.459,176.237 126.058,175.959 135.11,176.381 132.234,175.588 136.782,171.03 130.73,171.404 \n",
       "  133.956,174.467 133.216,173.84 133.149,169.303 136.431,167.521 130.693,173.139 126.454,174.342 119.235,169.572 111.795,171.814 111.141,174.794 114.87,167.667 \n",
       "  121.221,163.854 115.532,162.765 112.956,165.979 119.558,165.727 120.563,164.768 123.434,158.295 123.628,153.313 123.436,156.636 121.657,153.547 121.521,159.142 \n",
       "  132.378,154.139 134.302,154.29 129.838,152.702 130.993,151.495 128.506,155.186 124.661,160.602 126.402,159.037 127.944,157.214 129.893,157.942 125.158,155.658 \n",
       "  120.189,157.069 116.63,154.456 113.693,153.51 113.841,155.299 105.133,160.195 109.759,161.828 109.564,164.689 114.074,170.486 117.9,169.878 112.4,166.269 \n",
       "  108.93,162.95 104.588,162.424 110.937,161.733 104.781,161.784 101.933,156.446 100.521,152.436 99.5454,158.765 93.7077,155.295 98.4638,158.568 103.006,157.218 \n",
       "  96.4603,152.547 100.354,149.145 92.3262,147.709 89.0166,148.313 88.3812,147.836 97.4563,152.901 93.9402,151.517 89.1458,147.472 90.4754,151.389 91.9058,145.534 \n",
       "  92.1173,146.667 86.2226,140.957 88.9916,138.001 93.0603,140.242 97.6735,142.76 99.852,147.49 100.56,150.511 101.239,148.403 103.916,151.941 97.2549,153.379 \n",
       "  93.6786,153.259 98.8266,147.796 96.0283,142.366 96.3155,139.502 97.4622,138.413 94.6668,135.467 93.9144,136.28 86.7479,135.357 81.2427,138.154 70.9789,142.983 \n",
       "  66.6715,146.221 70.9761,148.488 75.9683,152.162 76.854,148.754 69.0552,145.539 70.5336,144.048 64.883,145.502 58.5852,148.743 66.1963,145.714 63.4016,141.521 \n",
       "  59.2236,137.525 58.9017,143.53 58.2061,144.809 64.8523,145.838 60.6498,141.194 58.4909,145.627 54.572,145.583 61.9335,143.75 59.0184,146.413 62.9968,146.299 \n",
       "  58.1874,140.743 58.4883,137.366 61.2043,134.876 59.0729,143.317 66.2555,140.218 68.7619,141.058 68.7143,132.547 68.0375,134.042 64.6372,130.731 77.4942,136.611 \n",
       "  78.8236,138.033 83.1304,136.326 89.9704,139.867 91.078,139.12 86.2082,140.441 86.0697,132.357 80.7482,131.733 81.063,133.637 75.9258,132.652 78.124,138.518 \n",
       "  78.4021,135.619 83.0703,125.666 77.1011,121.703 75.9291,124.19 69.9159,126.909 70.3708,125.076 78.2915,123.031 85.3434,119.424 96.3309,110.259 95.8542,107.257 \n",
       "  92.3555,104.873 94.3497,104.826 96.0254,107.39 91.9717,108.034 94.747,105.727 99.0224,113.968 105.235,113.435 107.441,118.445 96.6601,116.318 107.727,117.519 \n",
       "  104.71,115.505 112.829,113.213 107.492,112.913 106.473,116.526 107.795,118.526 108.055,118.487 115.637,120.049 114.849,120.386 109.586,121.343 98.1996,118.304 \n",
       "  96.4465,122.455 94.5115,127.101 99.6714,121.815 95.8203,123.257 92.147,119.681 99.3084,115.359 98.4052,118.425 97.7828,111.056 93.9542,109.642 85.5757,106.684 \n",
       "  85.239,106.966 81.557,104.147 87.228,110.751 91.382,112.286 87.2708,111.444 84.1204,113.932 80.0984,104.003 85.8832,105.074 91.6423,100.734 90.4114,100.323 \n",
       "  91.938,96.8562 99.0505,92.1358 97.642,93.7229 104.081,91.7928 106.133,93.8505 118.737,90.4819 121.409,98.6071 124.849,98.6313 128.752,97.9774 141.766,106.59 \n",
       "  145.973,105.158 148.737,107.556 149.558,107.877 157.693,108.43 161.096,107.8 158.23,107.872 154.683,108.183 158.303,111.364 167.41,108.718 168.166,103.426 \n",
       "  167.346,101.064 165.104,103.936 166.025,105.91 168.134,99.9559 157.799,102.323 153.94,98.7147 149.683,101.729 151.805,103.708 158.354,106.519 152.08,105.423 \n",
       "  154.947,105.726 159.305,100.453 160.585,91.6197 153.898,84.3257 165.056,85.6693 165.901,83.0658 156.705,85.5368 167.329,82.864 167.517,86.6174 168.609,84.1051 \n",
       "  165.096,86.0151 165.359,88.3002 157.354,93.3806 161.793,93.388 163.949,88.8529 162.147,85.6473 166.745,83.7645 159.586,81.632 153.816,83.0299 164.951,81.3584 \n",
       "  161.516,80.4434 157.562,82.3956 159.205,82.0729 172.97,81.3169 182.924,82.3621 181.138,76.3887 175.925,71.7927 169.286,69.7188 167.912,65.3465 164.939,56.8414 \n",
       "  168.19,59.538 162.252,64.2242 171.22,58.7048 173.815,58.1452 172.066,57.5258 174.004,59.2247 181.666,58.254 186.088,53.1115 195.865,47.965 191.016,46.3943 \n",
       "  187.49,49.5395 182.328,49.535 174.842,51.8542 169.491,54.3004 172.741,54.5208 170.323,54.5373 179.796,55.9454 182.758,62.2961 181.074,61.9665 175.062,61.2819 \n",
       "  172.499,62.1695 175.828,69.4944 168.147,68.5511 168.158,70.122 160.397,66.9787 163.27,64.1578 166.509,66.3897 174.959,68.6415 176.751,74.7334 176.271,76.3742 \n",
       "  178.581,77.3048 181.262,72.1494 186.649,76.8772 195.825,77.0955 196.399,79.8156 188.331,77.4442 187.348,75.2393 190.111,75.6401 184.514,80.5436 185.443,81.7568 \n",
       "  181.937,88.6604 174.4,85.7295 173.955,81.8761 177.825,81.1633 177.522,81.1958 191.496,80.5809 189.327,79.4613 193.74,82.3797 188.757,79.9395 189.848,84.1602 \n",
       "  184.11,78.0785 180.659,79.6141 192.276,77.8243 200.897,76.6608 191,78.6466 192.071,76.1757 196.837,74.0157 197.025,69.7329 200.863,66.5765 200.049,65.0039 \n",
       "  196.43,65.0526 191.833,57.0213 187.394,60.8756 185.953,61.6258 185.015,64.942 180.21,69.9756 176.596,69.0389 179.27,67.2308 179.67,64.6809 175.681,62.963 \n",
       "  176.664,56.507 178.261,51.8056 185.267,54.1139 187.938,52.5082 187.624,55.2722 179.287,54.3942 182.163,57.4399 191.063,54.2729 186.191,60.291 185.509,62.9082 \n",
       "  180.464,64.9792 180.875,66.747 176.981,64.089 176.153,65.2661 174.118,65.0089 180.253,69.3908 192.724,70.2853 193.077,70.1061 188.136,69.2787 181.152,71.8023 \n",
       "  190.226,67.6534 191.617,75.9256 191.971,74.8022 191.024,78.1029 194.829,79.9398 190.037,83.2114 185.357,87.3849 183.416,84.9509 184.719,90.776 180.055,97.5835 \n",
       "  171.843,94.3661 173.695,99.7131 167.747,95.6551 173.628,91.9744 180.436,92.2317 186.747,95.5746 185.584,92.8806 184.185,98.3703 184.281,104.991 182.96,104.758 \n",
       "  186.27,105.304 178.972,105.812 179.071,104.145 182.859,102.261 185.119,103.423 179.888,105.384 165.139,101.601 158.815,95.5761 160.628,89.5711 157.061,83.0325 \n",
       "  162.51,85.025 161.643,81.4452 158.874,85.6962 158.604,89.0328 158.567,91.7522 157.913,93.0615 157.851,90.1597 157.411,92.7402 146.179,96.1538 144.364,98.9452 \n",
       "  158.336,94.2294 163.182,93.3939 165.291,95.036 167.574,93.8652 177.403,93.5671 176.245,100.601 173.169,98.3669 173.472,93.0134 170.144,92.4048 167.625,97.4381 \n",
       "  172.201,93.9184 173.956,91.2967 188.257,96.9994 179.468,91.562 181.014,84.1868 182.821,85.1621 183.735,89.1379 184.866,86.8983 181.334,92.0659 183.542,95.6827 \n",
       "  183.703,93.1972 185.663,95.6553 179.192,89.9826 180.065,87.3087 192.169,85.4004 182.474,79.7782 177.101,80.1097 178.707,84.7552 179.996,84.346 177.492,82.7974 \n",
       "  174.669,88.2634 174.026,87.5982 180.063,84.4724 176.222,83.4197 171.611,85.1661 167.612,89.7228 167.206,86.4853 156.599,86.5012 152.772,83.9648 153.112,87.1943 \n",
       "  145.93,92.2546 149.086,97.7708 148.311,101.692 150.8,97.6004 152.947,93.8816 148.2,90.2405 151.754,82.9856 149.285,80.7334 152.582,73.6904 147.53,73.0757 \n",
       "  150.162,79.7627 160.63,77.9053 164.199,76.1508 165.394,81.6958 164.815,77.4558 167.734,79.9355 173.328,75.5966 186.463,71.7133 187.549,77.2097 187.669,73.9079 \n",
       "  191.824,71.5777 193.084,72.6423 185.554,68.8313 193.557,67.2384 203.58,59.252 202.905,61.7533 198.271,59.2703 196.357,67.8989 202.044,65.8809 199.785,67.0187 \n",
       "  203.586,65.3233 200.082,65.0405 199.803,68.8525 209.668,69.7649 205.797,64.861 203.743,64.2753 201.118,70.0568 200.544,71.2683 201.896,76.191 206.676,81.8054 \n",
       "  200.581,86.7291 204.962,84.4239 197.864,89.9167 191.222,91.8134 198.012,91.4011 194.746,93.9359 194.776,91.3062 195.651,87.6172 197.367,89.9342 199.312,90.6383 \n",
       "  199.386,84.7325 201.347,80.9975 205.941,85.2339 208.471,88.3909 215.821,89.3903 217.134,88.0456 213.17,90.6907 219.982,88.0261 225.627,87.1067 232.824,85.8675 \n",
       "  228.854,86.3568 235.608,83.3353 225.353,87.5698 227.905,80.7719 224.93,80.0728 228.437,85.6704 228.326,89.9452 242.109,82.864 245.831,82.2071 246.412,79.27 \n",
       "  246.162,86.224 249.92,87.1419 257.074,90.5245 263.63,88.1023 266.976,90.9413 260.645,86.0543 262.168,86.286 260.268,87.2389 259.152,93.7996 257.531,90.6147 \n",
       "  262.908,93.6049 266.312,96.6819 264.64,94.2456 261.561,92.1212 263.939,91.8694 269.973,89.4896 275.383,87.4668 282.391,89.8515 278.074,85.6721 276.351,87.6622 \n",
       "  283.859,91.7458 282.878,82.4931 278.624,86.1941 282.455,93.7379 285.003,95.1198 292.288,92.1897 289.235,94.7633 285.322,98.9374 281.877,103.267 278.578,110.324 \n",
       "  284.053,110.656 283.772,111.907 285.725,115.655 279.483,111.889 273.64,118.042 272.145,116.785 264.874,119.178 272.765,124.915 278.086,121.099 278.047,117.877 \n",
       "  274.69,120.728 282.163,116.848 287.574,115.318 291.414,116.463 300.83,117.149 303.428,108.675 305.429,113.896 297.557,104.746 303.218,106.93 296.887,104.939 \n",
       "  298.632,101.017 297.67,104.17 294.855,102.92 292.627,102.063 299.6,100.481 295.018,101.458 297.15,102.646 301.491,100.757 293.389,103.792 300.54,104.447 \n",
       "  298.839,103.913 294.641,100.55 294.707,105.988 296.918,107.535 300.687,104.714 304.617,103.95 297.175,99.6798 294.208,100.628 300.157,101.632 299.425,98.8098 \n",
       "  292.102,101.69 296.341,98.457 293.127,95.3598 291.246,99.5135 280.658,102.919 284.939,102.924 282.779,100.606 285.155,105.51 286.21,103.785 281.972,110.764 \n",
       "  279.82,108.395 284.386,111.674 284.552,110.564 285.519,114.968 283.37,113.176 280.569,114.497 276.241,112.109 282.078,109.056 278.315,111.079 280.001,114.229 \n",
       "  282.79,114.781 280.845,109.099 285.226,105.363 284.109,110.225 279.67,108.802 271.448,109.892 267.61,100.248 268.96,104.151 255.45,105.53 259.545,102.02 \n",
       "  266.312,98.2694 270.707,96.1829 266.009,99.9364 261.337,99.7966 253.822,104.136 248.987,115.949 247.779,112.18 233.999,119.503 231.325,123.694 234.79,124.864 \n",
       "  241.246,128.415 239.434,129.571 236.914,127.934 230.566,124.416 228.985,129.328 236.883,128.316 231.73,125.871 234.527,121.288 234.4,127.017 240.971,127.762 \n",
       "  248.958,127.688 240.763,131.117 232.884,132.494 237.221,135.195 239.242,135.992 237.509,140.753 236.594,138.697 246.954,138.802 247.758,140.621 253.05,140.188 \n",
       "  249.831,140.466 239.385,135.1 245.851,127.889 240.164,128.777 244.429,129.367 244.845,125.817 241.019,128.116 242.759,126.194 239.949,122.931 242.697,122.657 \n",
       "  233.956,113.257 236.208,114.531 234.643,111.646 238.131,114.143 243.096,115.425 252.939,116.572 257.006,111.391 246.118,106.803 233.097,99.981 240.979,97.1588 \n",
       "  246.227,96.1918 244.243,92.1183 253.664,90.3845 264.527,93.2867 269.202,92.5525 274.981,98.7276 272.851,100.113 262.096,104.166 268.683,111.491 265.733,112.731 \n",
       "  259.82,111.712 255.672,112.353 258.684,115.598 258.175,119.137 260.192,121.549 257.92,118.473 252.226,114.261 257.628,110.237 253.493,110.966 255.501,108.531 \n",
       "  252.225,110.993 241.802,104.601 244.493,101.655 242.252,101.751 241.653,105.634 244.03,111.427 250.655,110.527 246.927,108.385 251.228,107.191 250.575,110.877 \n",
       "  247.231,107.006 245.765,109.424 240.014,104.31 242.992,111.096 250.256,105.37 249.089,98.7343 244.034,102.416 242.629,100.755 245.796,98.2436 243.37,109.076 \n",
       "  241.915,106.845 240.674,108.127 235.605,111.622 229.257,109.441 226.365,107.752 226.49,107.411 222.487,108.76 216.303,111.21 216.852,114.119 208.037,112.035 \n",
       "  208.824,114.469 205.247,110.378 197.447,111.136 209.853,105.707 206.499,106.014 208.543,105.599 217.819,108.851 208.356,113.07 202.576,109.012 205.161,112.378 \n",
       "  206.468,118.272 211.495,113.235 209.562,115.235 216.844,113.832 226.612,116.82 225.089,111.524 224.414,110.301 237.457,103.141 230.965,99.6563 242.21,95.0342 \n",
       "  243.049,98.8179 235.238,107.178 238.473,111.974 241.728,116.416 241.165,113.293 235.349,108.857 234.552,108.679 234.15,100.892 230.613,97.1177 228.894,95.3963 \n",
       "  223.177,100.289 223.886,99.3057 216.249,101.044 212.16,100.612 210.991,98.9856 215.866,103.317 209.305,106.141 207.799,105.283 203.357,104.392 205.888,100.273 \n",
       "  211.383,100.497 202.801,100.399 201.463,103.862 213.879,107.315 211.468,108.596 211.145,109.647 207.157,110.452 204.108,107.868 207.27,105.83 194.919,107.765 \n",
       "  201.548,97.593 207.15,97.0354 204.136,104.345 207.924,104.858 205.286,107.223 204.853,107.478 210.413,112.444 215.183,107.211 217.407,112.909 217.022,116.032 \n",
       "  221.579,113.334 223.334,118.049 229.686,115.887 231.135,115.295 224.956,118.935 224.575,116.013 219.678,117.154 221.515,114.737 226.937,115.078 224.006,121.747 \n",
       "  224.546,122.073 221.095,124.241 222.61,122.073 223.389,118.164 227.487,121.007 232.452,118.205 223.9,110.471 234.332,114.416 229.168,115.722 236.037,112.8 \n",
       "  237.771,104.987 236.999,105.524 230.576,111.614 232.872,103.921 236.633,99.4871 229.742,98.974 234.996,96.0104 237.862,94.9723 235.138,93.2849 237.589,95.2652 \n",
       "  244.007,93.0321 254.179,95.9062 258.29,100.976 263.879,107.61 268.328,107.586 259.312,111.244 260.686,105.921 265.31,102.704 273.314,99.9294 273.07,106.374 \n",
       "  275.431,106.748 276.794,107.454 271.094,105.254 268.014,101.813 265.157,102.028 266.04,102.162 262.117,96.0253 257.513,91.7326 254.871,93.9896 244.889,99.2053 \n",
       "  241.133,93.8595 248.235,89.4511 238.816,87.8966 246.951,87.058 257.028,78.3302 263.018,72.899 265.747,74.7085 266.032,72.6254 260.868,67.4686 256.918,69.3739 \n",
       "  255.069,67.1567 253.633,71.1117 256.045,70.1876 256.799,72.1772 254.143,73.3337 252.215,75.1675 256.308,74.3587 252.583,73.3813 254.713,78.4445 255.053,81.2881 \n",
       "  254.547,81.7757 257.029,82.2237 250.631,78.8686 243.359,80.1714 247.44,80.8511 246.227,77.6319 246.849,85.6386 239.215,83.7815 240.832,86.2131 237.452,84.8925 \n",
       "  238.05,91.9038 241.41,91.712 252.568,92.6022 251.733,95.1695 249.441,92.9935 252.554,100.244 252.665,101.399 252.998,103.059 264.498,100.579 261.139,101.937 \n",
       "  260.631,110.34 262.649,110.265 257.68,107.446 252.694,103.324 252.317,101.98 248.361,100.647 255.218,95.1904 263.04,98.1633 268.088,93.7832 273.875,92.4015 \n",
       "  275.055,91.2394 264.764,89.2316 270.169,94.7827 269.532,95.7239 274.672,97.3701 268.504,91.3128 261.07,93.9223 260.566,92.0174 256.331,90.277 259.962,96.9373 \n",
       "  261.657,94.3798 259.249,100.655 256.611,99.2672 259.283,100.185 260.918,94.4197 257.879,92.1543 266.315,87.2085 263.642,88.5675 267.789,87.0989 262.909,88.3087 \n",
       "  264.43,87.6814 262.103,87.1275 254.624,86.0734 254.773,83.4877 253.882,81.194 242.942,87.7833 235.909,86.9666 228.276,84.923 231.509,80.5524 234.609,80.7483 \n",
       "  238.788,83.0624 251.515,82.6773 246.564,86.3753 252.973,93.5229 247.93,93.5496 249.883,92.8467 238.438,86.863 239.798,89.5215 237.445,93.7084 246.086,92.4301 \n",
       "  238.848,97.6645 244.543,93.5006 238.418,96.9896 247.441,100.744 244.275,103.895 235.962,102.34 234.992,99.7665 239.897,97.894 232.445,101.999 238.696,112.667 \n",
       "  237.393,107.379 234.024,109.468 232.696,106.996 223.257,112.644 232.256,121.551 235.221,121.827 232.481,121.662 241.647,118.752 236.2,122.939 235.537,120.11 \n",
       "  233.452,123.454 235.492,117.332 235.554,119.929 233.508,120.504 238.339,117.05 242.402,117.978 246.747,120.443 245.813,117.058 253.845,119.326 247.125,117.529 \n",
       "  252.309,113.753 253.664,120.335 248.346,120.642 256.181,116.696 251.47,120.628 255.656,118.651 262.196,117.52 262.922,123.456 259.044,125.9 264.784,124.458 \n",
       "  264.842,126.389 264.586,127.813 266.96,125.283 262.01,131.85 268.203,125.363 264.333,123.108 268.48,123.986 263.124,123.885 257.047,132.248 257.073,125.532 \n",
       "  266.87,129.581 267.962,129.462 264.794,128.138 264.955,131.306 265.011,122.409 262.66,123.415 263.492,121.395 259.482,130.133 256.602,135.25 264.327,129.715 \n",
       "  264.787,132.178 269.653,131.25 276.986,127.152 279.34,124.98 275.947,121.176 267.601,117.702 261.067,121.483 259.645,121.891 266.525,121.986 270.106,129.228 \n",
       "  272.388,130.329 271.668,128.018 268.97,121.712 263.342,125.36 264.813,122.399 261.994,124.364 268.126,125.231 267.864,124.893 268.092,119.759 266.85,114.485 \n",
       "  271.331,117.476 272.546,115.053 267.355,114.351 262.686,117.487 263.862,121.171 260.447,118.476 258.087,116.658 260.402,117.035 252.848,114.423 247.098,116.086 \n",
       "  250.947,117.397 248.108,110.364 252.142,104.394 258.728,102.657 251.595,98.3501 245.387,94.204 246.835,91.4951 245.468,86.587 247.807,86.2547 241.646,82.2463 \n",
       "  241.529,78.474 247.652,74.732 251.226,68.9913 251.658,68.1385 246.79,64.3372 244.195,59.4686 250.075,60.8737 249.431,66.9038 253.588,64.8262 251.893,65.821 \n",
       "  250.54,61.8384 245.534,61.5753 250.352,64.2211 257.022,61.5333 259.545,68.3036 250.001,68.8911 258.724,72.9174 251.037,77.7564 254.974,68.1766 254.674,70.0683 \n",
       "  252.33,72.6613 245.771,71.4245 252.454,70.5683 248.645,71.4912 249.586,66.8856 254.432,65.6019 247.381,68.9978 239.078,70.1835 242.327,72.5809 237.934,77.466 \n",
       "  232.699,79.2396 237.585,78.2974 237.828,75.5599 237.436,75.7059 238.88,84.2212 234.042,83.3353 236.761,78.3046 232.088,76.1535 235.745,78.4141 230.744,82.5508 \n",
       "  230.29,78.7728 236.184,78.3797 235.911,76.9529 235.766,77.496 236.266,80.8729 242.893,79.0312 232.223,82.0743 229.67,81.0031 238.414,86.0536 249.402,84.6398 \n",
       "  252.357,79.9061 246.577,78.4392 246.514,81.5371 251.676,83.3284 245.508,88.5007 237.836,88.4386 243.069,92.2929 240.193,88.2784 249.042,89.9761 255.187,89.1053 \n",
       "  250.215,93.6006 253.746,99.2148 247.282,100.06 250.961,100.678 261.813,100.932 265.585,101.864 270.336,99.7825 284.178,99.8441 278.508,102.624 273.474,105.921 \n",
       "  276.54,106.957 275.334,105.945 271.769,108.771 265.806,110.095 269.414,105.42 273.092,103.828 267.925,105.074 273.27,105.949 263.249,106.992 259.063,109.162 \n",
       "  264.875,107.627 262.416,108.51 265.262,104.473 266.625,105.482 262.553,107.802 262.321,108.916 259.925,105.066 263.656,109.945 258.467,108.446 257.036,108.185 \n",
       "  260.797,103.372 260.281,102.565 256.375,102.219 262.779,112.839 253.508,116.294 254.41,115.985 260.437,116.989 261.305,116.28 264.246,108.204 264.123,107.681 \n",
       "  271.744,104.277 274.016,105.924 274.101,108.75 265.221,108.79 270.029,107.539 265.45,107.592 258.117,105.149 265.279,100.06 265.061,103.083 274.465,100.221 \n",
       "  277.817,92.42 274.917,91.4077 281.594,92.3348 285.607,97.9789 284.024,97.1159 291.215,90.8902 289.047,81.436 280.136,81.5993 287.677,82.2899 285.502,77.9011 \n",
       "  284.591,72.1253 267.313,71.1322 270.192,72.6547 270.574,78.949 269.538,78.2614 263.107,72.7136 268.95,72.1163 271.82,76.2295 271.347,76.0341 267.252,79.0714 \n",
       "  255.477,74.2303 245.377,73.6802 244.306,69.2234 246.758,72.7576 241.774,81.334 242.018,76.0004 238.025,78.4269 238.79,72.0425 232.382,75.942 241.096,76.5508 \n",
       "  248.325,73.091 241.538,70.3498 239.168,75.9329 236.286,72.4818 238.371,75.0424 238.023,73.0159 231.761,72.9003 232.674,68.4442 229.767,64.8957 239.321,66.2547 \n",
       "  239.7,64.8763 245.405,63.2642 245.003,56.7046 239.484,56.6589 235.656,50.8161 234.98,51.1668 243.385,51.4631 246.493,55.5033 251.36,56.0016 248.214,58.3522 \n",
       "  248.355,57.4429 246.507,54.3911 249.094,56.5085 253.638,53.0839 246.79,56.2996 246.02,59.436 249.277,65.7325 242.978,64.5702 247.315,71.6876 248.079,68.2662 \n",
       "  250.296,61.3083 244.665,58.0409 244.67,58.1515 244.618,59.6673 253.515,65.2994 253.946,60.7708 254.962,64.128 261.594,59.1369 250.806,56.965 249.278,57.4269 \n",
       "  244.675,55.2497 248.319,59.0801 256.404,66.574 252.012,64.0348 250.274,62.2707 260.249,66.3526 264.207,67.076 254.555,68.1121 258.849,69.6648 256.432,69.157 \n",
       "  257.821,70.1448 258.201,66.6309 255.42,70.7635 249.669,72.2518 249.51,73.5811 241.416,75.6311 239.637,68.3785 242.923,74.0089 241.137,84.8143 248.951,82.0904 \n",
       "  247.66,81.8332 254.553,88.014 261.268,95.484 260.823,94.0316 265.327,92.5869 265.465,93.0266 268.222,90.7833 260.102,91.0875 260.292,88.2375 265.336,90.2832 \n",
       "  257.194,89.4934 254.664,83.4596 252.774,78.2679 250.98,79.0707 258.814,82.6743 260.531,86.49 261.795,82.0797 254.386,85.5825 247.218,92.1032 248.926,96.9845 \n",
       "  243.638,97.2924 251.975,100.112 255.286,97.3814 252.427,103.424 245.355,103.108 242.277,100.152 234.894,102.118 239.678,104.907 245.173,103.031 246.576,104.065 \n",
       "  240.269,101.845 234.359,103.162 237.572,99.2909 250.805,98.554 255.247,105.036 259.456,101.592 250.998,98.8036 254.417,101.478 250.742,101.587 252.512,105.279 \n",
       "  251.605,101.924 247.298,96.6071 250.748,97.1915 247.187,98.5267 249.814,100.482 242.983,100.083 239.5,102.196 236.293,105.997 236.808,101.391 232.036,103.83 \n",
       "  225.93,103.188 222.166,95.2084 224.09,82.9878 221.963,90.1279 232.48,94.6005 230.096,95.544 217.195,99.9741 222.247,93.9054 217.736,97.9779 213.495,95.8056 \n",
       "  204.739,95.138 190.441,93.876 183.587,89.7455 190.309,86.5117 176.713,83.9855 175.134,85.152 182.472,84.158 185.003,85.156 179.915,82.7118 183.32,78.386 \n",
       "  189.728,77.6982 191.042,80.559 189.56,83.9628 190.626,87.8085 199.445,87.3069 197.108,87.8553 188.375,92.1589 187.427,91.9727 184.868,90.2066 185.865,94.7966 \n",
       "  181.529,100.581 184.634,94.3771 185.829,89.4414 171.923,90.3394 173.479,97.3843 180.854,94.1201 186.17,93.0058 183.788,87.2528 179.035,94.823 182.889,96.4304 \n",
       "  186.503,90.0023 186.026,90.4697 193.708,95.3746 196.447,97.1343 198.298,96.7222 204.562,97.6232 203.54,95.4879 209.515,89.7112 211.976,88.4007 210.465,87.2259 \n",
       "  210.723,85.1058 204.494,88.2695 204.232,90.5293 205.596,89.3001 201.44,89.6616 207.131,85.4446 209.743,84.5891 207.811,86.6562 217.814,81.4491 212.466,81.6071 \n",
       "  211.834,70.8964 212.365,78.2783 220.422,79.9968 217.853,78.4533 217.005,81.1844 220.994,83.9082 222.86,82.1737 227.353,81.9048 235.473,85.7634 241.844,81.7129 \n",
       "  235.504,75.9674 238.278,77.1593 231.79,78.0094 239.341,80.7522 242.051,79.0362 246.822,77.2238 237.866,79.0085 240.98,78.5811 249.135,80.1071 251.746,82.321 \n",
       "  242.579,78.821 239.483,78.5677 242.288,74.5758 242.422,77.0212 246.4,72.9576 245.589,70.4397 246.634,63.1991 242.315,67.9344 241.285,66.6841 245.072,69.1764 \n",
       "  250.381,70.1743 244.589,72.3047 241.15,77.2952 237.952,84.1114 238.633,84.0572 230.791,85.5038 244.704,84.4614 254.721,85.7924 251.321,85.4948 254.135,84.4113 \n",
       "  265.948,94.2684 276.03,99.3181 281.954,99.292 287.17,107.183 293.587,103.796 298.357,100.489 298.222,100.976 289.683,93.6425 292.366,95.7081 290.288,95.507 \n",
       "  295.981,94.7734 300.035,95.6381 296.263,97.2808 301.072,95.3394 300.569,91.8779 303.55,90.7695 305.433,91.2855 305.915,91.9362 309.173,91.1768 312.919,88.1721 \n",
       "  316.877,86.4928 318.69,87.6106 320.692,87.5974 325.098,93.0404 322.47,98.0657 330.985,102.486 333.711,100.68 333.4,91.7801 338.34,90.3963 338.434,84.4419 \n",
       "  337.431,84.8718 326.073,87.4729 317.599,81.6951 312.236,83.1166 318.152,80.6992 309.936,79.1984 313.821,77.1341 310.784,87.5907 315.603,84.5393 319.364,85.1114 \n",
       "  320.828,84.0601 326.526,78.0982 327.083,78.0294 319.625,75.3049 318.843,76.2538 325.826,79.171 328.865,76.9755 332.565,75.4021 322.619,70.0679 320.037,65.3416 \n",
       "  328.37,61.1526 325.453,57.5457 321.401,57.2969 321.654,58.0161 318.623,61.6236 313.463,66.2506 310.096,65.5445 309.535,62.759 303.129,65.9649 300.821,73.2085 \n",
       "  296.742,73.9588 301.992,79.5556 300.156,79.1696 293.452,82.632 292.372,85.7816 293.404,85.754 295.813,86.316 287.349,88.2275 285.851,88.7274 285.357,86.0214 \n",
       "  280.184,91.4102 275.42,91.0451 277.466,93.2936 280.84,96.2169 269.239,93.9251 269.43,94.2726 265.323,88.0065 256.596,86.8878 259.403,81.4019 263.099,86.1349 \n",
       "  260.093,84.521 263.539,82.2463 256.452,77.9965 252.749,78.4976 248.593,81.6297 249.399,82.5153 247.976,85.8926 242.089,86.0845 252.164,88.9348 246.317,89.1524 \n",
       "  235.626,86.0467 234.585,92.8486 232.418,94.3243 231.522,98.368 227.67,101.239 224.088,100.826 215.34,103.298 217.129,100.355 223.763,91.7117 211.047,92.3032 \n",
       "  219.648,95.1202 221.533,94.6103 215.277,92.4411 216.567,96.4007 208.945,98.3486 209.966,99.5325 216.189,95.228 218.932,91.1857 221.866,87.9164 221.956,91.7233 \n",
       "  222.016,91.5205 216.015,91.126 219.435,92.0453 217.906,91.3893 214.12,95.7553 214.238,101.829 219.293,102.903 216.161,105.044 212.55,103.491 218.601,104.194 \n",
       "  223.173,102.327 230.029,101.623 232.475,97.6575 239.909,90.7956 245.66,92.3164 244.013,91.2829 246.812,88.8575 248.197,88.8698 248.66,87.5524 244.151,91.6662 \n",
       "  242.034,95.6728 244.91,88.5845 246.001,86.4903 245,83.0787 243.743,81.0233 250.605,77.4255 245.967,82.5666 246.727,78.1353 240.008,78.584 235.551,77.4682 \n",
       "  231.34,76.8499 238.952,83.6442 240.478,85.4052 234.674,85.4007 234.647,87.8771 237.451,91.5345 239.766,93.3712 241.23,90.8019 253.986,93.6741 250.338,96.0541 \n",
       "  255.598,102.072 259.272,109.531 258.737,104.711 258.091,106.857 247.073,105.268 239.783,101.056 235.986,103.801 233.552,107.676 239.813,113.417 236.734,108.565 \n",
       "  237.41,109.889 237.574,109.441 240.499,107.229 236.825,110.254 234.419,110.142 227.907,108.542 223.544,106.362 218.282,111.985 229.888,113.347 232.412,117.578 \n",
       "  219.622,114.81 222.567,114.95 224.589,114.439 224.382,112.983 230.496,118.583 236.352,122.612 235.164,119.681 238.501,125.998 245.936,128.348 252.441,128.548 \n",
       "  254.576,131.183 252.487,132.512 251.27,126.712 248.559,126.509 255.12,120.863 260.714,121.02 263.319,121.307 271.673,124.847 273.204,122.107 265.552,120.275 \n",
       "  261.35,122.94 258.878,126.222 252.142,128.7 253.5,127.375 250.815,129.386 252.544,128.761 249.707,127.095 254.351,133.219 256.593,128.014 251.999,125.933 \n",
       "  254.819,124.081 250.892,122.243 251.916,125.818 255.538,125.031 241.75,117.867 239.074,129.21 235.015,125.277 230.367,124.57 233.079,127.381 233.576,127.678 \n",
       "  231.162,130.35 235.154,130.017 231.917,126.983 233.504,122.681 239.041,123.112 245.361,123.569 247.202,120.363 249.004,123.134 242.253,125.451 236.237,123.873 \n",
       "  233.605,125.87 234.483,127.796 236.466,123.973 244.401,120.941 249.593,124.804 243.093,129.468 237.245,135.402 238.643,130.974 226.035,132.911 230.075,135.444 \n",
       "  232.424,136.002 236.235,138.176 235.238,139.853 231.681,136.476 234.003,134.682 230.578,136.917 225.096,130.593 220.046,133.331 223.135,132.157 218.805,133.592 \n",
       "  220.304,131.948 220.195,134.81 214.668,135.453 207.795,131.732 215.972,132.917 221.632,135.997 218.763,134.856 227.265,139.551 236.754,139.752 232.448,143.057 \n",
       "  227.384,142.031 233.11,143.413 232.81,143.603 233.732,141.813 235.437,144.169 232.491,140.37 242.455,133.956 243.783,128.243 246.485,134.142 248.222,131.022 \n",
       "  250.042,132.467 255.729,130.98 255.21,132.742 255.354,130.607 248.782,130.532 248.214,131.207 246.004,134.592 248.635,131.934 251.564,134.678 255.123,134 \n",
       "  246.701,130.452 239.252,132.658 245.424,133.55 248.298,132.242 248.745,136.572 251.395,137.241 242.421,141.019 248.14,140.131 244.675,138.186 250.708,136.836 \n",
       "  250.947,134.598 244.492,134.516 251.838,142.083 247.131,144.343 246.254,145.837 250.464,148.63 248.53,147.068 244.953,148.982 244.626,151.301 244.931,146.92 \n",
       "  241.815,141.999 239.494,140.944 237.575,135.51 239.342,129.142 234.213,133.022 228.626,135.587 226.306,133.961 221.036,137.611 222.012,137.838 215.251,137.897 \n",
       "  218.689,134.953 214.765,129.418 213.37,131.809 207.489,134.309 220.758,136.078 224.638,132.146 226.129,131.803 224.713,130.78 229.186,130.029 220.81,128.293 \n",
       "  236.426,130.796 231.89,132.613 233.373,136.495 237.243,136.674 235.452,142.423 237.586,136.37 235.214,136.801 232.837,139.773 234.37,141.339 230.765,144.886 \n",
       "  226.694,140.664 232.446,144.941 228.955,152.727 210.776,150.554 210.195,148.466 206.158,146.173 204,143.09 198.405,144.088 196.003,138.457 189.704,135.718 \n",
       "  195.704,139.846 199.051,136.99 196.967,133.808 193.885,137.597 204.126,131.759 199.086,127.32 198.995,127.034 201.792,125.753 197.59,130.844 195.249,134.641 \n",
       "  190.353,131.822 182.039,132.587 185.841,135.129 182.456,136.705 176.141,132.943 183.659,131.681 177.562,136.892 177.34,136.746 174.704,133.012 176.03,130.462 \n",
       "  177.868,127.837 172.739,129.977 165.246,132.923 163.587,133.132 160.966,134.847 160.753,136.922 157.183,137.26 159.906,133.044 159.297,132.656 158.136,135.996 \n",
       "  165.536,138.105 166.072,137.407 174.62,133.039 176.573,132.683 179.988,130.225 181.429,134.883 178.579,132.355 179.616,132.754 175.593,136.97 170.405,141.062 \n",
       "  172.308,143.244 172.708,139.966 185.114,134.582 189.166,135.504 186.755,135.55 194.655,143.135 190.546,150.308 190.236,156.23 195.04,156.444 197.601,159.328 \n",
       "  191.986,156.006 192.516,155.75 195.162,156.352 197.034,158.789 199.38,154.833 205.536,156.888 198.938,155.896 195.472,151.145 190.006,150.795 187.65,159.375 \n",
       "  182.1,164.089 183.366,166.866 184.424,164.851 184.177,165.65 183.708,162.826 179.81,160.399 180.09,169.877 183.095,172.238 183.195,171.544 182.381,175.913 \n",
       "  185.832,170.341 184.687,167.909 181.021,167.83 179.178,168.982 182.31,166.255 187.42,160.479 179.048,155.705 181.987,155.962 181.857,150.129 183.821,156.587 \n",
       "  190.258,150.421 193.251,151.115 193.436,148.452 193.892,149.155 187.009,151.49 193.237,155.842 191.247,158.01 183.5,151.353 183.564,155.887 183.709,154.548 \n",
       "  183.068,160.657 185,161.959 180.442,153.073 189.055,151.712 192.305,151.375 190.542,153.672 185.713,152.62 197.926,155.23 205.531,153.748 204.783,143.008 \n",
       "  211.444,144.054 220.258,143.387 223.179,144.234 222.468,145.508 224.823,142.839 222.836,147.082 223.005,146.311 218.009,140.816 213.968,141.829 215.252,139.009 \n",
       "  216.272,138.987 217.862,136.791 222.257,135.412 218.133,137.77 223.039,139.785 220.317,141.17 219.399,135.985 224.409,133.662 220.132,137.036 221.622,137.703 \n",
       "  224.572,136.513 232.826,132.33 230.385,135.769 229.601,132.36 240.661,133.158 240.105,132.41 242.703,135.395 232.522,134.727 237.569,133.451 230.441,134.16 \n",
       "  227.247,137.191 223.438,134.119 217.802,128.5 224.151,133.4 229.789,135.883 236.434,135.878 234.755,135.62 245.06,138.782 243.051,139.957 241.69,138.24 \n",
       "  235.719,138.931 238.024,136.234 233.931,135.276 241.033,137.441 235.775,141.896 234.039,138.621 234.732,141.606 236.91,138.857 233.926,139.214 234.967,140.55 \n",
       "  233.415,140.885 232.706,139.624 234.474,140.295 230.378,133.231 226.661,126.109 231.79,124.553 238.848,121.567 243.102,121.886 251.101,120.475 252.36,123.888 \n",
       "  248.906,120.092 247.116,113.582 237.674,112.338 239.819,108.367 238.544,103.55 244.195,103.062 251.237,100.549 251.972,94.8271 255.904,99.5619 262.139,99.6114 \n",
       "  261.437,97.6163 260.586,93.8863 255.602,94.8905 261.222,94.3962 262.272,96.9149 268.001,92.1575 267.087,92.7094 273.745,89.6119 273.989,95.6726 272.37,94.1854 \n",
       "  275.962,91.3209 271.123,94.6504 269.825,98.975 265.168,99.1402 263.967,101.27 257.303,104.378 257.592,104.142 261.756,100.453 258.735,102.955 260.614,101.813 \n",
       "  265.046,101.62 273.997,100.099 280.202,105.608 276.591,104.118 282.382,106.449 289.49,104.225 291.204,105.159 290.145,105.236 296.644,108.384 290.366,110.109 \n",
       "  284.099,107.529 285.145,105.138 290.557,108.082 291.894,105.1 289.084,100.148 295.586,103.192 284.494,102.517 286.565,103.591 300.605,106.486 302.643,101.53 \n",
       "  303.469,106.861 300.847,106.117 311.33,106.898 319.743,103.696 324.082,107.689 325.131,105.316 322.162,107.103 322.733,114.038 325.229,110.507 321.103,110.239 \n",
       "  316.262,115.08 316.703,118.38 315.287,124.156 313.26,125.107 309.416,128.16 310.834,126.913 306.945,128.156 308.098,132.204 307.155,134.11 310.846,131.082 \n",
       "  311.453,134.252 312.905,134.912 312.569,128.39 309.369,124.931 306.9,114.987 306.844,112.205 313.899,110.65 308.974,107.875 316.19,109.041 317.767,113.444 \n",
       "  309.536,110.031 319.052,103.581 324.441,107.406 319.474,106.116 322.489,113.176 319.074,115.668 318.757,118.995 318.499,116.578 321.98,114.729 319.332,113.445 \n",
       "  321.002,114.652 315.973,117.3 318.153,119.948 313.133,116.682 309.927,114.497 297.542,114.77 291.243,113.419 283.902,116.777 284.762,115.628 281.827,119.613 \n",
       "  276.784,124.032 275.178,125.688 282.053,123.676 283.634,126.032 289.048,133.462 284.059,134.821 286.015,140.596 284.324,141.091 283.079,143.934 286.673,144.219 \n",
       "  286.774,142.781 297.962,144.126 304.387,144.166 294.896,136.775 295.219,132.911 294.436,139.239 295.199,139.148 297.317,135.828 295.536,129.559 293.874,127.024 \n",
       "  281.018,133.577 276.757,137.203 275.737,139.731 273.806,139.578 269.413,143.662 265.007,144.498 269.112,134.417 268.617,131.534 268.725,131.536 266.54,135.333 \n",
       "  269.363,131.932 267.837,133.904 265.864,140.573 258.104,141.14 256.632,137.565 252.794,142.142 257.72,144.343 257.345,149.847 253.69,150.842 257.25,151.281 \n",
       "  261.211,155.052 254.101,151.94 254.51,153.393 257.562,153.497 258.02,151.967 259.601,152.818 261.311,151.755 266.479,150.596 266.574,149.31 266.564,155.969 \n",
       "  273.736,154.104 271.084,148.23 260.624,151.159 254.8,150.838 250.648,148.74 254.41,148.118 251.449,151.847 252.582,155.487 250.282,154.486 242.009,153.489 \n",
       "  252.942,157.904 250.559,161.063 245.493,164.537 250.438,169.194 243.943,174.043 243.311,174.298 238.971,178.84 234.144,177.812 239.002,178.419 238.566,178.395 \n",
       "  240.339,177.884 240.131,165.394 241.698,165.832 240.013,163.009 229.383,163.691 228.067,169.07 222.373,172.073 213.929,170.844 217.491,165.984 221.82,165.313 \n",
       "  226.444,169.995 220.238,164.846 213.778,160.768 214.709,155.897 210.949,157.176 212.567,158.192 217.09,164.125 217.396,167.786 220.533,171.921 226.349,170.938 \n",
       "  233.145,171.085 231.444,167.151 230.833,173.378 226.765,170.977 231.108,166.786 231.24,166.898 239.467,168.4 241.038,164.661 250.449,167.232 256.166,171.457 \n",
       "  255.136,172.001 259.367,175.68 263.336,180.211 261.973,179.382 266.361,172.713 258.669,169.804 267.762,173.936 261.078,171.494 262.924,174.424 272.308,171.154 \n",
       "  275.765,174.327 281.325,171.213 294.067,176.542 293.207,178.065 295.612,176.469 301.912,174.754 304,175.153 307.536,177.483 310.098,180.313 302.843,181.557 \n",
       "  306.605,179.308 310.691,175.458 305.898,175.872 312.394,179.076 308.805,177.272 317.117,176.28 320.779,169.39 323.166,167.07 313.666,169.944 309.798,166.23 \n",
       "  310.03,165.044 312.382,165.47 322.946,169.71 325.334,168.367 327.708,173.243 322.049,175.798 323.469,176.514 321.798,174.644 334.409,181.945 333.686,176.926 \n",
       "  335.031,182.035 339.535,184.633 343.661,181.486 339.759,179.335 338.426,178.453 345.715,178.771 338.967,174.615 351.899,172.451 345.824,167.883 333.336,168.99 \n",
       "  330.405,168.469 332.925,170.909 330.03,168.178 331.366,167.627 324.477,163.779 323.105,160.194 327.576,158.243 322.375,157.849 317.234,158.982 321.307,156.605 \n",
       "  311.524,154.485 318.612,154.196 321.935,151.998 317.94,150.964 316.96,150.291 325.183,150.895 325.029,147.175 327.956,142.589 322.065,142.457 327.764,146.232 \n",
       "  334.733,151.361 343.877,153.102 341.475,150.893 339.792,151.852 340.755,153.058 335.001,149.464 337.604,152.64 337.805,147.184 350.834,147.31 354.054,145.672 \n",
       "  351.33,146.696 355.151,152.734 356.67,149.726 353.586,155.949 354.844,159.055 354.035,160.682 358.737,160.796 357.455,163.884 357.537,159.887 362.7,164.379 \n",
       "  370.973,166.387 370.043,170.426 368.869,165.338 372.223,164.618 371.535,166.375 375.353,165.175 375.178,159.58 371.75,157.594 375.059,157.167 374.183,160.689 \n",
       "  376.342,157.113 377.902,156.387 380.914,157.506 383.945,160.088 391.097,159.637 387.874,157.606 384.158,160.48 386.745,165.883 384.978,169.778 394.838,169.425 \n",
       "  386.739,172.58 387.16,177.092 392.89,183.856 398.61,184.197 406.963,188.718 418.748,188.312 426.369,192.969 425.044,196.642 422.087,195.24 415.943,197.358 \n",
       "  417.899,200.089 416.078,203.555 415.468,201.762 410.735,200.562 412.678,204.831 399.488,203.044 402.211,204.436 407.264,207.244 412.791,205.049 409.857,200.275 \n",
       "  408.975,201.981 405.884,199.721 406.704,202.178 410.206,199.183 415.073,196.127 421.379,192.09 422.11,191.826 417.414,190.52 419.544,193.033 422.066,192.301 \n",
       "  413.255,194.801 401.306,203.413 402.04,208.581 393.825,208.825 385.79,205.388 383.013,208.672 378.694,207.884 374.496,209.948 374.306,213.952 377.851,207.932 \n",
       "  379.721,207.515 377.878,209.513 381.211,210.109 385.901,199.691 390.735,201.122 391.329,201.87 400.143,200.769 396.852,201.254 399.729,204.53 399.325,200.486 \n",
       "  399.958,202.052 414.068,207.684 415.588,213.031 412.192,215.888 427.713,220.049 428.587,227.669 422.06,227.245 421.631,231.58 430.32,231.946 428.649,240.441 \n",
       "  428.025,240.643 422.124,240.861 426.414,240.314 431.02,241.965 422.072,242.587 421.818,240.72 418.376,234.786 420.469,239.21 432.834,243.806 419.411,245.926 \n",
       "  416.968,243.985 408.931,244.781 398.77,240.968 405.808,241.098 392.065,239.471 395.152,237.665 392.004,238.744 395.405,236.089 395.831,236.012 391.644,233.11 \n",
       "  393.884,233.189 394.42,231.253 389.756,231.079 383.478,231.16 379.161,233.762 379.566,238.39 380.661,241.054 376.067,244.118 381.376,249.315 385.387,247.904 \n",
       "  387.408,248.843 385.639,250.708 384.211,257.181 392.791,258.73 385.038,248.012 379.126,247.391 385.72,246.117 380.167,240.415 386.432,240.46 386.258,236.694 \n",
       "  385.62,234.594 380.198,233.276 380.18,229.66 378.988,234.269 373.264,236.059 376.121,232.198 378.427,231.156 372.761,229.942 377.461,229.303 377.977,232.115 \n",
       "  383.492,238.747 385.274,236.892 389.305,230.252 387.315,236.176 390.308,239.351 398.692,235.18 395.771,235.88 403.215,225.859 399.825,220.51 399.908,222.783 \n",
       "  411.563,227.771 414.17,234.022 407.253,235.809 410.347,235.838 417.756,238.461 426.711,234.013 433.87,233.938 435.389,237.871 437.981,234.69 442.17,238.099 \n",
       "  438.542,240.268 445.474,234.616 441.135,235.307 442.729,233.207 447.48,228.82 445.02,235.89 446.556,235.019 452.406,232.264 450.641,234.581 449.354,232.86 \n",
       "  449.439,234.43 455.921,235.63 461.238,231.203 462.502,235.665 455.407,235.954 451.021,230.168 448.675,231.09 452.644,231.82 450.863,234.979 448.601,236.012 \n",
       "  446.451,238.716 446.414,232.663 452.373,235.45 463.306,232.166 470.603,227.272 467.674,233.528 470.714,232.527 476.702,229.303 479.912,235.319 489.2,232.726 \n",
       "  488.047,237.231 478.654,241.229 475.275,242.464 474.593,248.202 470.874,246.081 466.072,241.99 472.95,248.508 469.964,251.275 473.402,250.806 473.891,247.949 \n",
       "  469.495,246.522 477.783,246.407 468.389,242.101 470.477,241.342 468.502,246.055 472.835,247.129 458.717,243.151 456.666,252.04 450.89,253.514 456.87,249.927 \n",
       "  453.718,245.487 450.493,244.342 443.586,235.923 436.597,238.535 429.781,239.119 430.54,238.411 431.324,240.892 428.826,244.682 435.4,246.437 430.975,249.106 \n",
       "  420.185,255.4 411.048,252.672 412.656,255.621 405.835,258.403 403.424,259.297 402.253,258.583 403.982,260.177 405.813,260.396 402.982,261.034 399.043,263.025 \n",
       "  400.96,264.898 397.707,266.892 389.974,267.31 386.622,268.139 395.295,269.76 406.57,266.506 407.583,264.401 404.942,261.483 407.719,263.343 402.18,261.712 \n",
       "  410.597,259.027 404.447,255.684 402.173,253.303 397.37,254.248 398.16,253.251 405.642,252.126 412.354,254.08 416.203,254.352 409.821,258.017 400.173,255.808 \n",
       "  402.081,264.439 409.601,263.278 409.306,262.073 418.608,263.016 416.4,266.715 417.423,263.896 410.973,261.531 406.145,259.808 403.959,259.559 406.461,263.034 \n",
       "  398.84,256.043 390.224,258.534 387.801,257.679 384.981,263.209 380.687,260.184 377.215,261.012 380.371,260.572 382.171,262.221 385.146,267.157 377.639,259.516 \n",
       "  374.683,258.621 380.34,257.413 372.233,254.11 368.337,255.058 363.738,246.712 373.163,243.661 375.441,241.715 376.001,241.555 375.289,244.787 375.313,244.705 \n",
       "  372.744,242.993 368.454,237.792 369.363,241.545 362.251,242.508 366.898,240.092 369.37,242.976 359.383,244.128 359.071,249.069 357.501,253.362 362.121,257.584 \n",
       "  365.655,250.57 374.007,252.505 379.463,251.715 384.893,251.869 391.007,251.682 394.625,254.672 387.036,256.275 394.351,254.653 391.848,253.142 388.981,251.056 \n",
       "  386.329,249.972 385.647,249.371 381.983,245.602 388.555,241.912 394.414,243.062 386.34,233.959 390.304,234.9 392.185,232.72 390.762,229.155 388.677,225.982 \n",
       "  383.681,223.305 391.463,224.706 395.482,223.808 398.082,228.33 396.937,225.728 392.79,223.013 396.691,219.016 396.593,216.602 394.383,211.468 400.699,212.171 \n",
       "  408.545,216.605 408.373,211.365 407.719,209.562 406.162,211.243 397.369,211.568 403.42,213.753 401.363,212.91 413.301,210.492 410.814,211.924 415.24,213.137 \n",
       "  403.883,209.388 405.804,212.94 416.168,210.481 414.578,206.797 412.114,207.189 414.555,208.992 405.882,205.101 407.336,203.403 398.901,206.328 397.155,205.398 \n",
       "  410.87,206.189 405.976,208.169 395.42,205.06 394.002,204.59 391.19,199.713 379.52,200.176 380.864,198.72 377.477,194.156 377.191,193.262 378.979,191.449 \n",
       "  385.439,189.34 384.032,194.225 391.852,192.922 382.032,192.574 390.605,195.784 389.683,194.776 392.559,194.942 394.849,194.836 395.679,195.708 411.408,191.588 \n",
       "  412.783,194.561 402.216,197.049 404.585,195.231 405.2,192.47 405.786,193.098 410.784,190.003 404.06,188.707 410.527,187.006 403.507,185.572 397.644,177.543 \n",
       "  402.535,179.099 406.408,180.693 414.594,182.517 419.699,185.369 418.074,183.461 422.471,178.828 417.804,183.566 413.126,186.714 419.194,189.609 415.989,186.648 \n",
       "  418.906,183.588 415.267,187.786 409.983,194.641 409.679,197.086 425.949,196.142 420.004,198.363 416.791,190.457 421.223,190.806 422.858,186.74 427.864,190.998 \n",
       "  425.058,185.591 420.77,189.451 428.379,195.03 429.609,198.321 425.121,201.227 418.474,200.728 410.592,204.612 405.386,209.22 413.575,204.774 412.255,205.916 \n",
       "  406.95,206.103 405.784,205.44 413.023,203.951 409.884,203.927 414.158,205.594 427.827,207.083 425.845,203.125 420.814,205.922 422.683,206.611 414.03,207.033 \n",
       "  415.857,207.848 417.341,204.392 414.519,204.521 416.32,202.571 414.743,201.537 417.421,204.281 417.669,201.687 412.045,205.322 409.356,201.444 410.769,197.006 \n",
       "  406.875,199.119 405.752,194.305 408.35,197.173 412.071,195.596 405.008,190.921 398.779,188.653 396.009,182.291 399.144,183.593 402.954,184.284 397.775,187.619 \n",
       "  407.346,186.007 410.855,188.227 412.138,184.993 410.907,189.117 413.068,194.276 417.354,194.248 420.009,199.212 423.013,202.919 424.79,205.28 421.927,206.146 \n",
       "  420.795,201.775 422.628,201.861 421.926,200.442 416.979,198.879 408.279,199.89 411.683,202.787 406.542,203.991 408.124,201.131 413.273,202.498 414.717,206.06 \n",
       "  419.631,203.54 421.588,205.003 421.584,211.505 434.906,216.145 436.904,211.506 439.204,208.368 438.474,209.094 440.376,212.341 444.336,212.912 445.305,208.268 \n",
       "  448.015,209.568 447.775,207.568 448.387,210.481 444.948,208.753 446.619,204.014 451.488,209.517 452.786,207.972 445.121,213.856 446.194,212.775 438.605,216.337 \n",
       "  434.424,215.822 437.358,220.174 436.047,211.01 431.869,212.649 438.35,212.006 439.44,214.285 439.227,214.51 440.52,218.949 444.639,226.806 446.749,225.135 \n",
       "  447.242,223.46 439.276,218.766 444.435,221.225 451.179,221.424 442.114,220.604 453.488,223.74 454.189,219.825 454.414,221.349 455.228,220.905 459.779,221.083 \n",
       "  456.233,227.46 456.505,227.194 443.605,228.691 450.964,226.437 449.029,228.602 448.609,223.29 448.263,222.478 447.072,219.45 446.595,219.002 446.199,214.531 \n",
       "  443.218,216.474 439.208,211.896 433.388,214.564 427.89,212.537 432.015,212.965 430.955,212.33 438.821,211.565 447.321,212.547 451.438,212.926 443.708,214.772 \n",
       "  443.755,217.853 452.255,217.916 451.508,216.87 451.46,212.239 447.093,206.531 451.492,213.691 450.427,214.997 453.055,216.512 465.015,220.439 463.547,220.521 \n",
       "  463.783,216.532 458.072,217.343 457.066,216.35 457.458,219.663 460.485,224.475 464.401,225.966 465.579,222.712 466.039,218.728 470.813,219.676 471.152,223.116 \n",
       "  472.833,222.999 473.882,222.277 471.039,220.427 465.804,217.417 463.923,214.557 461.199,218.086 466.961,218.046 467.358,216.441 464.645,216.86 463.2,212.621 \n",
       "  468.186,211.298 459.634,208.834 459.876,203.175 453.072,204.837 450.987,203.228 446.537,200.183 456.872,203.791 462.533,200.506 465.241,198.671 468.016,202.465 \n",
       "  463.322,203.613 462.435,205.555 465.089,209.015 475.965,214.561 472.765,211.377 472.66,217.639 472.605,222.831 470.802,222.411 464.49,228.277 466.59,228.01 \n",
       "  471.43,226.197 471.127,233.709 477.42,235.981 479.507,236.448 484.715,232.231 478.865,236.871 477.398,240.734 482.67,242.178 474.387,241.108 466.517,234.364 \n",
       "  458.898,235.106 460.598,233.952 463.659,238.474 460.004,235.354 468.543,234.811 476.085,237.252 475.534,238.694 482.94,234.826 486.54,231.499 489.211,228.395 \n",
       "  498.428,231.003 501.645,228.557 497.035,224.871 498.216,224.776 501.046,221.138 493.65,220.917 486.079,221.442 488.814,224.331 493,219.122 491.184,221.112 \n",
       "  485.603,219.03 484.074,221.768 475.204,223.685 470.277,226.579 463.716,230.19 460.377,230.838 454.47,230.472 453.193,233.676 456.765,229.817 463.528,226.345 \n",
       "  461.205,223.287 464.556,229.244 467.139,225.318 456.593,232.179 453.947,233.809 454.018,233.602 448.808,239.819 447.6,234.189 441.41,240.297 446.516,242.991 \n",
       "  438.887,244.944 430.626,244.934 437.975,246.625 439.914,243.698 448.249,245.752 442.486,236.256 443.27,227.488 440.021,228.92 446.107,228.037 448.448,227.526 \n",
       "  448.225,228.74 452.031,229.631 449.039,233.526 441.905,229.486 439.076,230.573 428.61,228.938 436.353,228.022 441.971,227.982 443.002,227.168 438.977,226.557 \n",
       "  435.746,226.823 440.034,231.285 440.57,229.073 434.321,231.667 432.626,226.216 433.673,230.728 429.944,234.476 416.848,229.14 420.904,228.241 421.276,228.177 \n",
       "  426.966,236.383 428.12,238.537 423.375,242.446 419.753,242.126 415.236,247.043 407.494,254.243 414.269,251.565 414.122,250.285 417.25,246.383 425.215,248.49 \n",
       "  423.404,242.961 422.173,243.153 422.7,241.317 422.701,242.345 422.837,240.868 420.601,243.544 422.768,247.029 425.688,242.932 430.745,249.006 422.139,251.845 \n",
       "  416.725,250.649 420.982,251.429 420.362,255.4 428.145,257.689 431.478,259.626 436.213,257.117 446.087,257.836 445.252,260.246 433.109,263.142 435.181,262.735 \n",
       "  431.231,263.525 430.707,267.418 431.624,265.158 436.421,265.62 433.593,263.934 434.221,259.468 433.693,261.254 435.314,258.951 434.229,261.269 428.445,262.933 \n",
       "  434.582,258.713 432.842,256.672 427.925,260.457 442.828,258.554 440.724,258.895 441.442,254.544 433.779,257.813 440.263,256.38 451.266,252.863 445.1,254.597 \n",
       "  440.863,253.973 439.039,248.391 436.241,248.037 441.25,255.223 443.082,256.147 442.363,253.273 442.399,254.738 437.096,257.275 445.941,253.991 447.424,257.071 \n",
       "  439.252,254.014 432.02,254.631 439.756,252.685 444.626,247.094 438.508,245.86 434.133,246.094 430.77,247.088 437.812,241.783 435.849,250.035 437.336,247.834 \n",
       "  433.086,252.769 431.975,251.821 433.117,245.447 431.615,246.897 434.742,242.201 437.887,242.198 437.235,235.825 440.013,236.361 427.304,238.94 428.115,243.937 \n",
       "  430.015,238.573 433.707,240.963 429.967,241.135 432.512,233.094 430.928,228.409 444.748,231.045 444.455,233.473 441.284,234.759 441.516,238.157 435.772,234.789 \n",
       "  437.853,235.161 439.645,232.557 431.669,226.833 430.521,225.533 432.349,222.771 434.637,223.852 428.938,227.037 425.813,224.332 425.588,221.776 434.457,219.916 \n",
       "  439.252,223.741 428.99,234.494 429.75,233.835 426.378,228.017 431.483,220.682 430.217,212.475 428.721,214.673 429.393,216.967 426.35,213.133 423.774,212.934 \n",
       "  418.72,211.574 412.743,212.558 413.981,219.246 415.368,214.818 422.14,213.857 419.057,208.761 420.142,207.539 415.048,211.5 412.623,206.133 414.877,210.193 \n",
       "  414.537,209.549 399.434,209.203 395.24,204.21 398.726,199.892 401.711,195.378 402.503,196.531 404.506,197.052 414.586,201.86 411.758,203.749 407.612,213.455 \n",
       "  406.781,213.936 415.435,213.871 409.583,214.994 411.134,213.446 419.394,211.708 418.765,213.574 418.471,211.24 419.933,215.714 414.46,220.46 418.655,217.827 \n",
       "  414.319,217.654 414.223,220.526 418.053,218.81 424.487,219.641 425.468,220.311 429.484,219.331 430.971,219.265 439.909,222.298 439.149,217.916 432.129,219.313 \n",
       "  432.79,220.527 436.658,220.232 442.989,222.573 446.009,222.047 443.797,224.116 445.216,219.289 450.071,218.582 451.935,217.529 437.111,218.369 450.892,222.342 \n",
       "  453.974,219.604 455.056,219.965 455.072,212.974 455.867,213.614 459.227,217.134 462.99,212.64 464.421,213.614 462.689,216.195 464.028,218.253 462.774,223.164 \n",
       "  459.555,222.582 456.486,222.657 455.932,225.239 455.818,228.472 455.47,231.9 456.544,233.984 449.979,234.275 454.119,236.635 457.03,231.438 451.45,227.959 \n",
       "  449.703,225.672 449.758,223.016 449.853,222.43 448.269,219.245 443.089,224.906 431.452,225.09 430.136,220.957 426.742,216.526 436.783,217.932 438.307,221.387 \n",
       "  432.405,219.037 438.386,222.341 438.063,225.05 449.422,227.128 456.486,232.302 456.369,230.329 457.665,225.6 463.748,227.296 453.566,222.23 457.122,222.875 \n",
       "  458.031,224.265 445.263,225.27 444.059,230.728 440.871,231.101 447.559,229.51 447.403,224.828 445.83,224.392 442.282,224.57 441.459,224.918 432.861,218.36 \n",
       "  440.116,217.779 444.797,219.595 455.691,215.068 454.3,216.091 458.063,215.156 455.848,218.456 463.324,215.854 453.089,215.824 455.892,216.523 457.924,213.681 \n",
       "  447.697,214.943 456.99,214.742 457.245,218.515 452.698,223.875 449.445,224.779 442.545,218.983 446.886,221.137 451.593,220.098 451.381,223.679 446.366,223.102 \n",
       "  447.497,219.622 449.843,221.054 455.417,224.303 454.793,230.1 455.678,230.186 449.483,224.236 450.059,224.08 452.732,226.81 445.757,229.104 447.561,232.415 \n",
       "  446.955,227.762 439.647,232.228 445.184,230.96 442.715,234.807 442.305,234.62 436.38,232.703 425.248,230.926 425.449,229.496 416.033,231.679 425.562,242.549 \n",
       "  421.994,243.368 421.582,244.963 424.302,244.984 414.688,244.097 419.958,241.341 425.313,240.838 422.689,234.728 423.774,238.594 428.594,235.79 432.584,229.924 \n",
       "  434.051,234.381 435.706,232.501 435.38,231.738 426.613,231.318 425.143,227.546 424.796,231.392 429.428,234.288 427.651,233.635 425.804,238.465 424.316,239.979 \n",
       "  420.859,244.354 430.202,242.786 431.857,245.265 427.494,239.126 430.984,247.085 435.464,253.384 430.165,248.448 443.077,246.197 440.178,243.841 444.512,245.843 \n",
       "  441.899,245.55 444.028,245.731 449.828,245.759 437.584,245.474 437.977,246.983 440.573,246.894 428.071,245.159 428.111,239.048 433.516,237.374 439.078,242.092 \n",
       "  439.8,236.685 442.816,237.311 444.526,242.358 447.496,242.815 439.533,243.758 436.074,249.186 445.318,249.531 439.007,247.78 433.78,248.223 437.275,248.391 \n",
       "  436.561,248.872 430.169,250.01 428.579,252.211 430.724,248.894 434.584,246.066 430.903,247.374 426.941,255.257 426.977,263.075 424.03,259.304 429.464,260.714 \n",
       "  439.216,258.705 441.859,254.389 435.396,256.482 447.955,258.775 441.665,253.424 445.276,261.94 446.641,265.512 443.354,263.648 437.245,264.296 430.203,267.216 \n",
       "  438.379,267.424 434.348,269.196 438.665,265.375 436.073,262.121 440.684,261.712 440.319,267.459 447.961,266.948 449.207,269.424 453.686,272.29 462.019,274.369 \n",
       "  460.649,266.934 453.952,261.684 452.585,252.743 457.912,247.34 450.053,245.821 441.877,245.276 449.984,240.685 445.786,235.916 441.32,230.089 437.657,236.979 \n",
       "  434.626,236.773 438.984,235.52 440.206,233.959 431.5,240.289 431.439,231.598 425.623,233.364 428.843,236.091 426.755,232.518 426.682,223.039 422.726,219.76 \n",
       "  418.17,220.748 414.772,223.164 410.843,226.252 408.41,228.032 407.398,230.607 406.692,224.703 417.069,222.704 422.095,221.702 425.838,224.944 424.09,226.82 \n",
       "  428.992,222.806 436.969,225.55 437.08,230.687 440.047,227.71 438.946,224.139 440.994,228.312 433.29,225.687 433.81,223.195 428.661,220.488 428.848,220.475 \n",
       "  426.457,221.274 427.979,218.543 433.48,219.089 427.327,223.133 433.431,226.748 442.877,226.754 442.641,221.77 446.712,219.344 446.155,221.1 445.53,224.03 \n",
       "  435.654,222.049 435.335,223.92 438.278,222.605 434.19,224.777 427.694,227.936 419.095,228.557 430.034,227.993 432.524,225.627 424.515,227.33 426.757,225.256 \n",
       "  420.815,218.054 421.797,212.689 407.915,215.477 402,213.977 399.092,217.599 395.664,213.416 393.882,212.499 402.331,215.514 405.952,215.787 405.321,212.995 \n",
       "  408.194,222.449 402.935,227.793 406.688,234.875 411.485,238.664 406.041,243.094 403.261,242.606 403.949,241.211 392.88,242.284 397.199,240.869 388.746,241.179 \n",
       "  377.251,240.603 384.408,243.884 380.421,240.508 372.993,239.99 375.786,239.512 373.509,238.333 378.195,240.11 382.243,238.378 364.917,242.567 367.747,245.357 \n",
       "  360.338,248.806 359.141,246.399 361.897,241.795 367.784,242.95 364.863,244.589 370.535,239.593 374.296,245.616 381.142,241.515 365.586,245.648 372.609,251.906 \n",
       "  371.514,253.415 371.214,253.111 372.715,260.152 375.319,262.26 369.711,268.008 374.032,267.854 368.889,275.768 371.439,271.801 366.301,273.114 374.409,273.403 \n",
       "  372.533,273.884 370.835,270.024 371.941,271.032 368.292,272.339 362.418,267.271 355.699,268.909 362.447,266.117 360.62,268.347 359.07,266.507 355.479,273.027 \n",
       "  352.067,280.509 352.219,284.641 349.496,285.709 357.881,290.457 356.914,296.549 359.189,293.174 364.817,292.71 358.885,296.444 363.617,289.396 364.887,288.358 \n",
       "  370.316,291.42 374.987,289.479 376.95,294.833 365.204,300.325 372.281,297.728 372.871,292.81 379.161,289.624 385.106,296.149 377.004,293.983 380.01,295.075 \n",
       "  381.087,297.696 377.119,300.885 377.641,303.881 376.274,302.536 382.218,300.197 379.613,291.272 381.884,291.084 379.627,288.683 378.199,287.196 378.132,284.798 \n",
       "  384.176,279.18 381.706,277.748 381.924,268.168 377.06,259.465 377.651,261.027 374.104,264.86 375.163,258.703 374.65,262.174 376.047,263.125 373.575,263.518 \n",
       "  372.187,263.883 363.597,261.941 363.563,257.053 360.299,262.24 355.663,263.054 349.846,262.589 344.568,258.332 352.254,254.458 345.63,254.707 352.727,246.668 \n",
       "  352.294,248.66 355.757,249.271 354.817,247.2 345.25,245.567 342.239,243.017 347.96,244.14 353.342,248.948 349.088,246.278 353.301,250.168 344.098,247.539 \n",
       "  348.655,252.271 355.258,254.368 354.204,253.626 360.074,250.043 359.71,252.519 367.468,249.293 362.791,247.944 364.253,247.877 359.84,241.868 358.957,243.947 \n",
       "  356.003,242.74 353.938,241.153 359.869,242.326 364.686,238.901 366.861,245.795 363.321,247.264 364.653,242.726 368.04,240.197 357.715,241.583 353.187,242.283 \n",
       "  346.711,245.982 335.868,244.911 342.556,252.454 342.91,253.245 344.094,247.795 340.855,251.434 339.334,248.856 341.964,243.167 339.825,241.71 336.747,244.807 \n",
       "  327.706,245.713 325.542,243.323 329.308,247.558 326.194,240.822 332.044,239.687 329.611,237.095 323.248,236.984 323.594,237.137 327.241,240.948 315.163,244.58 \n",
       "  309.345,241.538 307.916,242.27 316.662,239.241 323.47,244.974 329.179,243.042 325.426,241.475 327.494,243.592 326.647,243.538 333.738,240.111 332.242,241.49 \n",
       "  336.002,245.014 340.161,236.387 338.688,236.697 332.687,237.078 330.52,234.591 332.362,234.088 325.008,233.394 316.741,233.958 312.475,238.347 311.301,239.188 \n",
       "  313.267,236.284 307.328,235.054 302.163,234.707 308.115,231.6 308.102,230.297 301.887,226.197 297.531,222.431 295.43,221.96 299.889,222.525 307.232,223.1 \n",
       "  301.396,227.156 306.245,231.764 308.949,228.23 313.214,223.902 317.946,229.049 319.261,231.059 314.968,229.926 311.558,227.162 311.924,232.2 316.163,232.037 \n",
       "  313.513,229.109 311.132,233.368 320.207,234.768 322.842,238.322 320.28,235.84 321.292,236.435 320.959,237.33 324.39,229.489 328.389,225.614 327.396,218.544 \n",
       "  327.168,215.674 328.469,214.346 330.662,214.341 339.718,208.812 341.017,211.351 340.45,211.707 337.152,214.671 334.488,209.587 339.457,207.561 336.921,204.546 \n",
       "  334.488,209.127 337.615,207.717 336.764,202.735 338.491,204.457 347.709,196.939 349.796,199.659 361.249,198.782 360.269,199.417 357.441,200.764 346.962,203.234 \n",
       "  350.929,205.091 354.533,205.475 358.697,203.411 363.511,204.317 362.985,201.603 360.846,200.73 359.707,201.736 370.03,200.863 373.842,199.104 374.828,205.35 \n",
       "  378.119,205.516 378.509,212.497 371.52,211.39 368.458,215.285 376.25,215.881 380.037,218.976 380.918,220.297 377.079,215.296 385.573,214.139 382.2,214.572 \n",
       "  378.319,213.561 375.865,223.235 377.787,224.16 378.2,224.414 385.384,225.137 379.725,224.185 379.134,222.378 375.509,225.028 377.508,218.867 379.01,220.757 \n",
       "  376.943,223.789 369.995,217.933 371.093,213.427 376.923,211.925 375.56,214.926 371.064,214.973 371.74,212.252 378.961,214.786 376.946,210.531 366.4,207.565 \n",
       "  363.163,204.114 353.706,203.471 351.396,212.872 345.795,219.142 347.107,215.134 348.001,219.256 340.133,218.691 339.973,213.648 344.386,214.047 351.914,217.88 \n",
       "  356.897,216.641 354.324,220.712 349.85,223.956 344.781,219.113 350.559,215.58 342.357,211.853 346.852,211.592 355.931,210.886 360.905,206.321 358.838,205.35 \n",
       "  368.486,205.659 372.845,209.016 381.377,206.228 381.609,200.205 391.592,201.58 381.798,208.009 376.278,209.941 376.327,211.071 379.011,214.234 382.17,216.127 \n",
       "  390.498,210.219 389.825,210.028 384.436,210.569 386.849,214.358 392.319,213.992 394.525,213.641 397.332,213.547 395.473,220.85 407.238,221.627 408.947,223.768 \n",
       "  401.473,223.835 392.996,220.041 401.298,220.498 401.106,229.072 387.812,232.09 385.251,229.721 376.311,232.317 377.287,229.551 375.256,227.557 377.48,225.709 \n",
       "  381.201,224.217 385.926,227.97 384.755,228.339 393.978,227.367 386.847,226.17 373.473,217.699 378.156,222.3 387.2,224.221 391.432,225.188 390.849,229.173 \n",
       "  397.109,231.118 392.965,235.149 397.348,237.935 400.956,237.785 401.293,233.957 404.325,236.1 402.718,234.084 408.056,239.311 410.988,243.796 413.941,246.348 \n",
       "  412.886,253.943 415.249,244.868 419.567,242.682 414.843,236.685 409.717,235.67 403.376,228.706 406.872,226.712 404.561,231.377 395.371,230.024 395.764,233.471 \n",
       "  405.086,234.268 395.333,235.076 393.059,239.688 401.177,235.399 399.751,235.926 393.232,238.751 390.344,234.396 390.903,235.487 393.828,237.082 392.454,239.203 \n",
       "  401.116,240.103 413.021,236.752 412.772,238.689 406.691,234.795 407.43,232.323 412.518,228.461 413.663,225.498 414.719,223.296 411.962,225.674 415.787,226.83 \n",
       "  410.133,220.385 407.53,221.375 402.923,226.507 397.379,230.735 399.021,230.54 402.059,224.969 406.465,224.897 411.409,222.225 413.224,222.769 423.758,218.497 \n",
       "  414.011,214.99 412.127,209.752 418.116,213.988 405.819,210.264 410.218,212.462 406.627,209.347 412.707,212.411 415.045,208.871 416.658,207.265 411.558,205.175 \n",
       "  408.12,205.088 414.169,210.704 418.664,210.643 412.031,203.966 409.591,204.245 408.62,204.194 404.113,204.541 401.956,201.496 393.858,199.206 403.049,196.333 \n",
       "  402.45,195.962 398.31,197.024 394.418,203.583 393.749,199.796 386.817,194.952 389.07,193.458 383.622,194.144 393.186,199.994 394.814,199.752 400.041,198.446 \n",
       "  400.66,198.873 405.741,201.477 413.627,201.844 416.109,195.096 425.623,195.766 425.096,194.156 424.886,195.904 422.691,194.334 419.467,196.14 424.709,198.128 \n",
       "  420.216,197.325 420.688,199.649 424.251,200.239 419.418,196.752 414.466,194.921 412.611,195.722 419.897,198.109 410.718,200.529 409.911,200.885 413.032,200.231 \n",
       "  409.948,198.596 405.563,205.531 407.779,206.803 408.377,206.556 398.895,204.822 397,209.668 399.509,204.094 393.821,206.472 398.243,204.407 407.907,205.827 \n",
       "  406.693,201.896 405.336,207.907 400.254,203.648 402.037,204.498 410.507,211.29 410.082,210.318 413.985,215.51 411.331,216.031 417.729,219.923 408.608,224.616 \n",
       "  412.458,223.423 406.401,218.845 397.845,219.746 394.533,223.942 394.888,222.313 404.087,222.392 408.994,226.75 405.097,228.516 408.426,227.7 409.043,223.244 \n",
       "  415.195,225.22 420.623,221.323 421.818,223.486 428.189,226.776 422.101,225.997 419.756,224.048 418.633,219.205 422.295,220.989 425.446,222.564 430.634,222.924 \n",
       "  425.904,220.196 419.083,219.473 416.8,219.236 418.119,221.28 413.524,221.955 408.04,225.66 401.831,224.622 410.81,223.486 417.197,225.203 416.339,221.548 \n",
       "  416.713,225.414 422.517,223.762 429.569,222.636 432.192,228.971 435.813,229.253 449.97,232.344 432.473,229.154 420.944,227.203 433.296,222.289 434.625,227.522 \n",
       "  438.611,231.451 440.671,231.806 441.881,235.292 446.327,234.155 449.774,235.47 435.514,232.401 421.64,236.974 427.321,238.145 423.139,231.968 413.804,232.752 \n",
       "  415.814,234.49 413.277,232.948 407.574,231.144 402.976,232.218 401.583,232.028 403.316,233.769 396.631,230.896 400.07,223.496 407.432,230.415 396.137,228.551 \n",
       "  391.929,229.313 401.962,230.645 406.631,229.107 411.32,231.603 414.609,229.395 416.938,228.257 414.421,230.277 414.289,226.103 414.718,226.039 416.011,224.29 \n",
       "  404.79,225.831 394.881,227.384 396.934,223.924 394.854,228.428 394.065,224.294 396.175,223.762 401.508,227.882 401.151,231.992 400.527,229.304 397.866,223.401 \n",
       "  397.004,214.863 391.661,209.641 400.933,206.591 407.76,205.665 400.834,202.827 400.526,202.295 408.118,197.795 411.946,200.145 415.125,201.344 410.319,202.777 \n",
       "  411.331,202.247 417.357,202.484 420.774,202.46 417.801,202.284 418.242,207.23 416.857,215.513 423.867,211.133 420.703,212.135 426.57,210.41 430.297,211.878 \n",
       "  426.002,216.886 428.182,215.493 424.264,218.996 426.629,217.497 418.472,215.859 417.3,220.763 417.71,218.953 411.513,215.562 405.225,213.668 414.892,215.206 \n",
       "  413.284,221.956 410.414,222.253 415.895,221.227 404.861,223.674 406.447,227.631 404.49,226.441 414.712,230.363 413.557,230.219 412.362,231.784 414.227,231.253 \n",
       "  413.177,229.073 412.372,229.732 406.851,234.807 400.146,233.197 397.748,235.29 393.963,239.629 393.202,243.874 391.508,240.615 393.492,238.969 396.621,239.276 \n",
       "  387.862,231.119 392.196,235.706 386.501,231.193 379.904,230.121 381.482,231.472 379.293,236.955 390.58,237.601 395.937,246.14 392.492,241.958 393.986,242.977 \n",
       "  395.003,242.582 394.881,237.036 392.883,234.633 388.096,235.435 389.286,239.432 388.589,238.025 400.116,232.129 406.972,235.085 404.092,238.48 405.377,238.987 \n",
       "  399.998,235.099 401.862,234.199 390.532,232.452 394.533,228.389 389.072,229.106 387.721,222.246 391.846,217.807 396.148,218.979 398.909,217.33 393.795,218.699 \n",
       "  385.875,221.403 392.232,219.593 394.181,217.223 396.608,214.663 402.252,210.733 398.75,210.587 395.145,210.98 395.418,217.93 403.266,224.37 408.712,219.036 \n",
       "  406.67,224.599 408.189,219.692 404.957,221.071 409.399,213.81 408.193,216.284 413.891,218.024 416.387,217.669 418.926,217.776 415.604,220.943 407.243,217.396 \n",
       "  408.726,212.609 414.179,214.975 411.566,215.71 405.167,216.426 403.951,216.044 409.289,212.954 407.552,214.916 407.864,214.221 410.477,216.172 406.717,217.005 \n",
       "  411.039,215.906 411.963,216.149 412.688,216.33 405.491,215.772 401.182,214.847 399.801,220.979 401.662,218.879 392.734,217.197 391.431,213.051 395.32,217.705 \n",
       "  395.086,220.139 391.672,216.641 399.972,208.77 405.212,206.225 401.219,206.233 403.792,202.605 406.997,203.631 400.378,206.619 406.988,209.709 410.002,211.917 \n",
       "  408.41,209.723 416.132,204.394 425.402,208.283 425.104,207.703 427.65,205.004 423.021,195.229 423.804,198.317 430.806,202.226 416.857,201.123 417.399,201.738 \n",
       "  414.661,208.222 417.258,207.573 408.393,207.632 400.688,210.243 405.048,207.547 407.575,207.23 403.233,205.557 398.378,200.025 401.867,198.176 409.179,204.946 \n",
       "  405.159,202.037 395.234,207.261 398.108,210.35 395.724,208.831 401.646,204.573 401.802,207.052 397.988,216.183 398.751,221.718 406.762,219.106 412.476,217.744 \n",
       "  414.4,220.492 415.505,214.453 416.128,214.174 424.118,222.394 423.713,224.194 421.387,228.9 419.697,226.792 417.438,227.585 425.333,230.492 428.679,230.404 \n",
       "  426.824,225.258 425.592,218.754 417.02,218.501 422.948,216.591 424.144,215.292 418.225,214.256 418.111,222.242 423.185,221.907 419.685,219.486 421.475,219.744 \n",
       "  419.998,224.719 414.287,227.431 411.724,230.083 416.067,231.848 417.057,226.393 417.313,220.011 416.152,218.724 416.393,218.263 417.088,212.484 420.769,210.112 \n",
       "  424.012,205.969 419.557,203.345 424.326,194.54 413.01,197.772 407.455,201.173 407.681,202.439 404.36,200.908 396.734,202.404 391.899,200.16 396.585,197.074 \n",
       "  403.45,199.445 396.521,200.74 400.867,201.419 391.302,200.554 385.017,196.771 385.687,198.19 378.012,204.21 372.836,204.379 367.421,205.634 369.605,208.689 \n",
       "  366.757,208.331 363.815,203.417 357.954,208.356 358.067,214.246 351.218,213.666 352.225,208.29 352.802,207.589 349.859,211.95 350.655,213.392 351.318,214.71 \n",
       "  352.445,214.709 344.942,209.775 339.723,211.916 343.415,209.107 341.512,204.911 336.693,201.719 336.986,202.318 331.899,199.809 335.799,199.602 336.708,197.977 \n",
       "  344.693,198.454 342.722,199.672 351,192.017 356.276,192.07 352.553,191.142 355.93,191.2 356.554,194.06 358.207,194.98 364.169,191.248 362.013,189.715 \n",
       "  368.725,197.498 372.891,190.258 380.373,185.503 377.971,185.318 383.842,186.113 386.68,193.083 383.526,188.892 384.263,187.028 383.418,180.667 378.227,178.851 \n",
       "  375.848,183.705 384.565,183.4 379.053,176.619 376.185,178.19 368.335,172.521 366.632,172.122 376.37,172.069 372.273,173.945 369.203,171.109 367.807,166.469 \n",
       "  362.665,162.687 357.314,165.632 347.216,166.015 343.454,171.514 338.739,174.5 330.203,181.442 327.61,175.538 332.04,177.219 329.073,173.164 324.857,174.709 \n",
       "  320.124,171.175 327.315,172.183 329.782,168.647 327.471,168.914 327.15,168.218 328.43,167.419 331.652,159.883 336.791,152.106 335.239,150.742 333.354,150.273 \n",
       "  330.019,148.859 323.394,150.975 326.149,146.372 341.397,145.287 343.221,143.759 338.513,142.225 340.88,140.003 341.805,140.499 343.96,143.229 348.519,143.681 \n",
       "  359.38,140.878 367.02,139.686 361.896,139.818 353.103,142.753 347.164,140.059 340.285,140.416 339.187,133.644 337.251,135.029 335.613,125.767 331.581,124.661 \n",
       "  328.972,124.609 334.86,124.585 336.412,120.884 328.848,116.497 325.874,112.079 323.586,112.26 317.589,116.282 318.92,115.47 320.694,119.587 320.855,125.917 \n",
       "  308.497,124.17 313.068,119.07 303.154,122.308 300.186,129.422 313.942,127.278 312.135,129.891 314.675,131.913 323.106,127.493 321.52,128.107 322.214,131.72 \n",
       "  323.622,135.191 327.348,135.741 316.959,135.562 311.547,133.155 318.4,127.876 313.804,130.052 318.526,136.418 326.455,139.528 329.247,141.571 332.588,145.525 \n",
       "  331.217,144.194 324.659,142.882 335.45,142.645 341.488,141.277 334.475,137.958 336.629,141.234 336.506,143.259 334.063,141.117 326.508,141.79 325.089,140.296 \n",
       "  329.144,147.961 333.016,150.572 336.777,149.592 339.589,148.947 341.141,147.486 336.128,147.051 327.889,149.226 327.985,150.902 335.111,149.24 335.179,149.658 \n",
       "  327.368,147.028 322.226,150.41 325.579,154.219 326.307,152.201 319.13,154.539 317.352,156.357 312.759,155.283 313.218,158.223 321.399,156.808 319.861,157.69 \n",
       "  325.352,156.056 329.597,157.092 326.627,161.606 325.87,161.998 320.667,158.166 317.828,157.172 311.875,143.728 313.505,147.119 316.303,148.896 316.951,148.181 \n",
       "  311.789,146.384 316.065,147.625 320.791,150.827 311.206,152.009 309.813,149.731 311.97,154.849 310.294,154.374 311.196,153.761 311.533,153.355 314.134,157.704 \n",
       "  307.539,160.889 309.957,162.568 311.511,162.331 319.417,159.082 320.509,161.281 320.909,160.42 327.147,168.629 319.668,170.641 309.864,172.169 306.183,171.788 \n",
       "  306.85,167.964 304.838,167.934 301.142,158.921 308.867,158.426 310.811,162.102 317.43,159.308 315.901,157.529 315.891,164.699 317.481,159.593 316.163,162.859 \n",
       "  313.125,159.802 317.104,156.379 310.586,157.966 312.202,161.395 305.823,161.389 302.54,159.59 301.761,165.211 301.378,169.431 301.248,167.392 299.653,167.858 \n",
       "  307.799,165.04 314.821,164.31 314.091,160.662 314.295,158.069 315.423,160.325 316.356,166.522 312.864,162.377 318.011,161.488 314.366,163.032 322.687,159.876 \n",
       "  318.632,160.282 321.079,162.689 323.84,157.602 339.984,154.479 330.364,152.86 317.319,151.81 314.598,156.67 315.863,160.636 316.929,160.78 314.507,163.931 \n",
       "  318.028,166.984 326.471,172.367 322.417,174.434 321.691,165.962 310.448,166.424 314.814,169.115 312.725,166.866 310.336,161.326 306.399,154.328 299.747,155.075 \n",
       "  308.351,156.696 308.407,157.088 313.478,157.658 311.734,156.028 318.865,151.99 324.573,150.635 318.756,150.022 313.005,149.211 313.894,147.92 317.888,145.117 \n",
       "  327.215,143.714 331.797,143.848 335.626,141.523 338.482,143.999 336.974,143.316 335.718,146.707 339.894,146.136 335.146,144.535 328.589,150.242 325.901,148.829 \n",
       "  323.011,152.747 328.07,152.82 323.38,154.449 318.24,154.779 314.668,157.402 314.581,158.603 317.736,155.575 319.135,153.905 327.417,154.696 326.004,157.378 \n",
       "  320.786,160.817 325.757,161.451 329.181,166.415 334.184,164.449 322.333,169.235 318.546,173.127 316.238,167.55 315.352,167.823 325.069,158.122 328.325,164.92 \n",
       "  323.002,163.189 323.43,168.044 320.935,171.124 325.757,170.518 317.735,168.995 310.348,169.514 302.981,172.641 299.762,171.397 303.077,171.474 302.47,167.784 \n",
       "  297.755,165.781 293.498,163.769 297.542,163.101 291.827,164.353 288.636,160.969 296.233,160.069 294.164,161.813 296.703,159.129 298.398,155.794 293.02,158.124 \n",
       "  296.338,160.795 298.098,156.705 294.919,159.605 288.539,161.908 288.312,161.461 288.759,156.603 288.919,157.457 299.337,165.993 298.143,165.807 300.574,162.725 \n",
       "  297.454,161.102 291.886,163.626 281.26,162.341 280.246,161.294 286.635,160.034 277.739,162.841 280.387,168.663 276.378,176.516 276.304,182.238 281.284,177.368 \n",
       "  280.42,176.248 287.442,172.802 291.997,173.362 301.12,173.914 301.913,175.665 299.332,179.26 299.018,180.444 304.014,180.277 305.242,181.532 291.133,182.252 \n",
       "  296.775,190.271 301.668,196.341 301.99,193.94 295.28,189.758 288.861,196.541 286.902,195.302 285.829,193.02 286.807,192.817 282.444,189.429 283.121,192.078 \n",
       "  289.535,198.59 293.635,198.142 302.515,202.403 308.834,203.018 308.601,203.251 310.822,206.344 310.552,207.863 304.291,206.355 308.169,202.37 297.567,208.962 \n",
       "  300.692,209.343 304.316,208.511 299.771,207.686 300.644,207.583 300.793,208.29 293.342,206.835 298.554,210.046 302.265,207.651 299.904,206.265 297.57,207.755 \n",
       "  293.36,206.148 297.067,209.505 295.05,214.196 286.895,213.607 288.165,216.91 289.059,214.496 288.562,210.445 292.021,210.678 291.735,213.733 295.519,215.438 \n",
       "  290.475,217.581 290.693,221.856 293.758,224 283.287,223.08 280.421,224.386 290.564,230.553 290.77,231.091 289.909,231.581 283.356,227.004 282.992,233.479 \n",
       "  284.05,234.165 284.977,235.499 288.227,231.063 290.333,234.349 288.82,229.897 288.811,227.366 289.71,226.538 292.117,228.841 291.554,227.731 298.973,226.3 \n",
       "  307.398,230.056 313.653,227.838 314.678,233.657 305.891,237.615 297.828,243.175 298.922,243.734 309.725,240.415 305.267,242.681 301.659,247.143 312.055,248.51 \n",
       "  303.083,240.938 299.864,240.869 300.869,243.893 301.178,237.108 293.127,239.362 285.004,242.844 285.988,244.891 294.391,246.181 304.251,246.091 303.835,248.115 \n",
       "  309.895,250.816 319.26,257.295 321.303,250.093 316.844,255.023 312.167,248.449 319.332,248.474 326.31,250.776 335.147,252.2 340.786,255.285 340.594,257.857 \n",
       "  344.832,260.485 344.033,259.511 341.672,254.459 346.156,255.297 339.413,257.306 341.103,258.456 338.392,259.185 340.538,260.814 342.615,258.52 351.269,256.207 \n",
       "  361.927,259.15 362.224,259.32 362.457,259.831 362.341,260.116 362.037,255.215 357.072,255.402 354.325,255.444 362.769,251.263 357.978,249.511 352.68,253.301 \n",
       "  355.799,250.132 360.852,249.458 364.268,251.047 377.841,250.759 379.018,248.634 380.823,248.993 387.447,251.555 379.705,251.91 385.277,253.768 388.081,255.905 \n",
       "  388.372,260.471 391.185,259.626 392.293,261.294 389.41,258.873 385.452,259.22 398.84,266.347 400.674,266.148 397.049,263.122 404.342,266.898 413.281,266.354 \n",
       "  407.058,265.946 407.121,262.382 406.323,259.205 396.434,261.033 406.357,260.839 402.594,268.372 405.911,266.975 406.72,268.342 408.885,271.893 404.668,267.333 \n",
       "  400.466,266.824 396.857,269.364 392.461,263.256 389.286,262.022 389.449,263.454 390.851,259.289 399.488,257.776 399.562,261.956 385.755,257.35 385.915,263.89 \n",
       "  387.7,266.195 374.909,265.973 375.797,270.945 375.239,270.232 383.175,272.885 382.941,270.368 389.961,264.509 389.941,263.323 390.259,261.03 394.621,258.565 \n",
       "  398.621,256.412 398.189,256.503 402.738,258.233 407.07,253.647 399.829,252.871 402.388,257.019 401.83,257.324 409.59,259.62 412.341,249.705 411.548,248.131 \n",
       "  411.714,243.238 411.718,241.521 412.616,245.609 419.492,235.231 419.109,231.57 419.58,226.996 422.184,224.72 435.266,229.308 434.67,228.663 430.341,234.15 \n",
       "  427.084,233.206 437.68,234.405 433.519,229.934 437.491,232.265 437.631,234.364 443.91,237.806 439.856,236.132 426.843,241.732 423.959,237.901 418.988,234.197 \n",
       "  410.543,231.535 412.235,230.602 407.573,227.973 410.864,228.636 402.12,235.214 393.381,236.102 388.585,235.473 377.154,236.846 376.337,230.543 373.576,233.27 \n",
       "  376.963,232.844 375.239,231.652 375.429,225.153 383.645,225.417 387.686,222.451 394.25,229.003 397.207,227.846 400.519,233.954 409.136,231.069 416.949,231.539 \n",
       "  423.028,234.206 424.849,237.003 429.789,233.354 426.324,229.824 421.7,226.159 424.251,222.825 421.771,220.681 417.437,214.449 419.629,219.07 423.978,220.006 \n",
       "  416.194,222.479 420.061,221.628 424.984,227.918 418.803,227.775 420.89,220.562 425.528,224.597 426.221,222.547 420.652,223.628 421.149,219.756 414.784,220.245 \n",
       "  401.328,220.395 400.944,214.884 393.251,219.095 391.774,222.132 394.018,217.179 391.725,218.257 390.643,212.242 389.821,206.205 389.644,206.101 397.892,210.958 \n",
       "  389.798,213.208 391.984,204.986 395.333,203.449 391.082,203.872 392.557,204.342 392.726,204.057 388.3,200.84 379.263,201.143 374.794,207.348 374.701,202.679 \n",
       "  363.207,201.094 356.241,203.589 352.12,199.565 354.731,194.677 358.101,194.023 358.905,186.342 359.35,182.414 363.393,190.652 365.798,183.732 368.646,182.867 \n",
       "  372.701,187.116 375.54,187.766 371.987,194.143 382.357,196.549 385.189,197.674 383.841,198.257 386.148,195.902 392.345,192.83 388.681,188.709 384.739,191.834 \n",
       "  381.147,190.034 381.893,196.293 385.314,198.667 380.192,197.266 380.062,193.506 380.615,188.93 378.877,187.479 379.305,193.343 375.597,191.218 372.538,194.882 \n",
       "  370.335,189.013 366.528,189.717 363.437,191.471 369.176,190.409 364.537,191.539 362.053,193.591 359.648,187.82 350.829,190.913 351.165,194.967 353.903,194.925 \n",
       "  353.252,199.475 342.533,203.816 339.871,207.785 334.88,209.141 329.267,207.121 327.683,208.578 328.489,204.268 334.924,200.663 331.801,198.546 326.201,197.021 \n",
       "  328.404,196.331 327.508,190.597 336.677,190.036 349.604,195.202 364.53,192.51 376.431,193.32 372.551,197.14 366.363,199.864 360.294,204.747 353.856,207.942 \n",
       "  361.339,209.239 359.913,212.364 361.521,214.746 358.27,215.691 360.344,211.039 359.228,212.462 362.728,214.109 368.516,213.343 367.22,207.834 369.14,208.04 \n",
       "  368.97,209.782 357.758,212.168 363.44,219.004 360.329,215.94 363.908,214.212 369.696,215.055 368.857,215.377 352.306,216.347 354.221,212.901 361.836,210.096 \n",
       "  361.17,206.452 366.947,202.604 365.878,202.13 351.884,207.659 354.706,212.123 353.661,213.339 349.012,217.198 348.201,219.331 344.339,221.825 354.794,223.34 \n",
       "  349.946,219.98 342.769,217.875 356.624,216.719 353.321,219.907 349.408,216.07 346.462,216.302 346.005,216.872 347.553,207.29 358.009,207.173 368.538,208.299 \n",
       "  364.703,206.59 366.995,205.429 369.604,207.923 376.888,206.685 383.55,202.586 380.106,201.747 384.696,202.231 388.475,204.355 381.823,206.438 389.384,201.941 \n",
       "  393.553,204.689 390.91,209.061 398.876,210.354 411.438,207.069 416.565,210.938 411.039,206.555 408.31,202.236 407.455,205.136 408.412,211.505 410.038,217.958 \n",
       "  409.74,218.619 404.849,220.488 404.738,217.126 412.304,214.509 410.693,219.294 414.481,215.536 399.305,212.628 400.293,212.044 402.822,215.565 402.071,217.453 \n",
       "  397.598,219.77 396.619,219.463 387.91,219.237 379.429,220.24 371.392,224.959 377.015,225.405 380.14,224.157 377.633,219.956 372.503,222.24 376.879,222.607 \n",
       "  373.83,222.901 373.848,226.453 365.557,229.374 362.326,227.757 369.854,231.178 367.433,233.619 366.059,235.485 368.942,237.567 368.01,234.775 375.524,235.123 \n",
       "  372.053,236.222 379.408,236.602 384.254,236.047 386.159,233.489 379.871,231.027 376.489,232.102 372.627,227.166 377.705,224.258 375.604,220.584 371.809,220.146 \n",
       "  361.719,220.876 357.652,219.189 353.352,216.65 351.574,217.764 356.652,216.099 357.283,215.144 356.318,220.58 360.719,223.902 360.753,221.499 360.953,218.867 \n",
       "  358.285,216.144 361.934,218.87 374.823,223.582 381.068,227.923 386.944,236.984 384.641,237.524 390.444,239.722 388.159,243.799 387.16,237.816 385.845,241.685 \n",
       "  384.968,239.779 396.101,237.222 396.791,232.95 400.227,234.01 405.334,233.582 406.339,239.262 402.249,236.307 404.011,237.501 400.539,232.711 405.296,233.444 \n",
       "  396.339,226.933 394.817,227.565 387.822,223.355 381.467,222.195 384.536,222.451 384.583,226.606 382.384,224.65 377.258,221.273 382.531,219.863 390.36,218.459 \n",
       "  389.782,216.335 391.667,221.221 386.704,219.89 370.494,220.469 370.737,218.757 376.179,227.537 376.812,229.296 384.679,221.845 392.051,220.147 395.045,222.682 \n",
       "  395.585,221.58 389.171,227.954 387.199,224.341 386.803,229.797 387.709,220.113 378.401,224.143 398.043,222.553 402.666,226.111 406.504,226.634 394.786,230.3 \n",
       "  396.928,224.884 402.951,223.706 416.487,222.931 422.751,230.713 417.786,236.234 427.526,236.5 430.37,234.089 428.382,235.847 428.189,236.309 422.288,231.687 \n",
       "  423.105,233.294 420.954,235.629 414.32,241.84 415.705,237.555 411.74,243.172 413.448,244.143 409.132,247.192 409.257,247.27 409.063,241.659 408.735,236.956 \n",
       "  406.163,234.346 405.155,230.994 399.888,232.678 407.38,237.062 412.131,234.283 414.358,239.289 416.001,240.213 414.788,242.059 417.774,240.441 420.367,239.224 \n",
       "  418.149,241.199 418.523,238.594 413.368,239.52 413.498,238.769 419.338,243.304 428.888,245.437 429.525,243.962 421.165,247.604 419.441,252.881 421.814,255.602 \n",
       "  428.863,255.755 424.353,262.101 416.396,255.874 408.977,257.748 413.653,256.84 402.574,253.535 398.269,255.938 403.97,251.272 396.009,254.474 394.244,257.847 \n",
       "  393.641,258.652 392.665,254.67 393.825,252.552 390.642,250.378 390.696,255.112 391.072,256.432 388.372,260.589 382.701,262.305 395.02,260.518 402.822,263.141 \n",
       "  400.346,263.57 406.219,266.407 404.936,264.212 405.226,263.283 411.387,261.935 414.414,265.502 414.122,262.994 413.226,264.444 417.994,264.861 422.622,269.89 \n",
       "  421.896,265.403 415.633,260.098 409.556,260.871 409.956,260.563 416.015,263.067 412.412,267.924 418.981,270.202 420.983,275.093 427.776,273.516 426.571,269.135 \n",
       "  427.426,267.496 432.774,266.815 434.119,266.458 448.778,271.359 440.987,273.268 430.669,274.048 433.218,275.381 432.413,270.939 425.974,275.649 426.009,276.582 \n",
       "  429.477,273.176 425.595,273.045 426.397,268.114 429.797,266.944 435.332,267.903 435.827,264.927 430.975,270.051 427.621,267.529 425.705,264.292 418.786,266.304 \n",
       "  420.549,261.407 424.976,260.182 418.914,257.04 417.206,256.852 417.532,256.305 417.051,254.948 425.244,259.635 419.13,262.581 421.381,265.293 426.049,261.011 \n",
       "  434.65,264.406 441.439,274.231 440.55,272.765 434.041,274.267 424.398,273.443 424.62,270.593 430.093,269.374 423.827,268.847 421.189,271.397 419.499,273.65 \n",
       "  423.337,272.007 425.36,273.529 427.882,278.443 434.021,278.935 443.492,279.57 440.302,280.004 447.766,279.016 450.594,281.391 439.461,284.973 433.259,285.701 \n",
       "  432.134,289.271 437.515,290.294 437.011,291.255 441.988,291.112 441.866,299.8 454.19,296.711 458.259,297.462 454.708,298.812 454.812,300.512 447.448,299.034 \n",
       "  461.511,303.779 466.067,307.054 473.108,306.998 473.073,308.9 471.867,308.141 467.226,302.53 466.17,292.352 460.502,292.923 470.672,295.166 470.532,291.655 \n",
       "  471.034,291.753 478.033,289.99 480.594,291.841 477.787,294.988 483.417,293.806 490.385,296.609 490.91,295.753 489.457,299.922 493.846,300.121 488.721,299.285 \n",
       "  486.523,297.895 490.827,305.369 496.78,303.681 489.331,302.839 489.601,299.048 487.894,300.11 485.277,298.689 480.124,302.918 482.126,302.686 475.408,301.647 \n",
       "  477.522,302.594 477.819,308.451 480.414,305.443 482.727,306.649 482.929,304.111 489.423,299.289 481.849,298.728 488.065,307.103 482.203,306.227 490.403,309.824 \n",
       "  498.372,315 505.395,314.201 503.697,318.474 505.522,316.435 504.299,320.67 508.329,325.715 513.466,325.247 518.787,325.659 514.994,320.445 515.155,321.367 \n",
       "  515.984,322.54 511.384,321.952 506.772,320.162 502.709,319.535 504.931,326.477 509.582,329.044 512.318,332.725 509.551,329.342 514.59,327.63 513.019,328.173 \n",
       "  521.98,333.863 522.57,335.132 522.746,333.173 519.089,333.972 515.11,339.094 519.665,342.621 521.643,339.163 532.216,339.109 536.813,342.241 541.234,341.037 \n",
       "  543.08,335.861 543.337,337.176 539.097,337.343 536.22,341.206 543.565,340.767 539.232,339.296 542,341.433 553.579,341.903 548.456,339.372 548.634,336.753 \n",
       "  560.757,338.262 560.601,341.88 554.675,348.83 554.596,346.874 546.431,351.292 545.693,351.013 533.932,355.093 536.902,355.045 539.604,359.617 536.763,358.03 \n",
       "  535.729,355.501 539.693,351.282 531.64,355.492 520.61,352.709 519.604,353.749 513.794,352.049 519.988,350.995 524.275,352.62 516.118,356.059 515.321,362.899 \n",
       "  511.758,368.895 513.667,371.36 509.919,372.707 507.785,370.337 505.959,370.19 496.669,364.318 488.783,359.634 480.45,363.154 485.604,360.935 491.334,361.366 \n",
       "  487.921,360.864 497.174,360.895 490.101,359.686 490.371,363.532 475.003,367.646 483.203,366.399 485.378,366.362 487.915,372.923 489.249,371.319 487.613,364.162 \n",
       "  493.951,359.612 496.98,356.234 508.603,358.53 506.573,352.995 509.652,351.645 515.051,346.988 513.138,347.775 519.004,346.639 515.562,346.649 513.954,351.993 \n",
       "  517.869,354.899 518.359,356.242 522.251,355.244 516.583,353.831 517.577,360.735 518.806,362.796 517.264,369.1 523.208,374.541 528.409,375.423 537.883,371.853 \n",
       "  539.015,368.277 534.429,368.76 532.623,368.809 530.102,364.323 531.027,355.411 528.042,349.654 525.095,345.955 521.076,348.42 507.814,350.707 503.054,357.428 \n",
       "  507.537,350.103 508.952,351.498 514.055,349.383 517.337,353.914 524.034,359.462 521.406,360.691 524.494,359.607 533.64,365.452 535.895,366.595 533.268,367.899 \n",
       "  522.88,369.735 524.265,372.67 521.499,375.813 517.138,374.914 517.59,365.805 511.778,365.407 511.476,364.472 514.487,368.574 512.256,371.156 517.284,369.095 \n",
       "  510.891,367.971 506.448,367.318 512.339,366.436 525.174,366.365 525.802,357.741 519.313,355.957 512.532,355.966 508.371,353.544 503.206,355.677 506.1,355.198 \n",
       "  511.251,353.257 508.108,350.403 506.333,355.669 517.456,355.099 515.024,358.815 519.938,357.722 530.113,354.313 534.425,356.614 529.401,357.161 530.403,355.034 \n",
       "  535.319,356.461 538.79,352.359 545.639,346.242 556.147,346.363 562.964,345.915 569.201,341.505 570.3,340.064 567.624,338.482 562.42,337.854 554.472,342.972 \n",
       "  555.362,342.536 552.638,341.258 557.458,338.436 559.217,338.625 560.716,335.424 562.878,333.141 566.498,330.913 565.201,332.504 569.218,330.895 561.491,328.929 \n",
       "  554.917,323.346 551.32,316.671 553.38,319.707 559.909,318.669 560.755,317.629 556.126,320.123 547.471,312.101 535.1,309.632 522.98,310.07 523.542,303.918 \n",
       "  528.775,297.254 526.363,300.929 528.062,300.97 529.377,296.393 537.518,292.35 526.477,294.779 529.296,295.536 535.985,292.626 532.375,289.303 531.086,293.715 \n",
       "  536.374,293.669 527.058,291.539 529.992,289.714 522.779,290.342 524.808,295.424 524.963,297.683 527.898,293.908 532.306,297.873 540.347,297.464 540.163,297.473 \n",
       "  546.768,299.86 542.344,304.124 549.702,309.501 545.544,308.745 550.09,308.426 544.971,304.541 543.92,305.333 549.253,310.518 554.426,315.681 549.08,322.268 \n",
       "  548.165,319.736 550.408,317.605 554.079,313.225 541.465,311.866 548.253,310.567 542.733,309.258 546.596,306.638 550.359,305.222 549.403,298.167 553.537,299.768 \n",
       "  553.388,301.919 541.589,298.183 537.827,295.796 532.091,293.228 535.853,291.694 526.837,287.663 529.116,286.609 527.993,285.881 529.85,290.61 520.468,293.056 \n",
       "  520.657,288.046 518.62,285.079 524.227,284.122 525.57,283.908 521.276,280.653 531.574,277.641 530.963,279.9 536.486,276.293 533.976,276.212 525.742,273.845 \n",
       "  525.9,274.05 522.686,276.314 519.553,273.522 519.703,271.292 510.326,274.928 503.169,265.398 503.096,268.38 507.192,267.374 509.026,269.981 515.444,266.718 \n",
       "  518.627,263.578 516.425,261.658 510.541,259.222 507.697,255.106 504.371,256.314 494.929,254.213 493.67,250.804 490.797,250.025 488.974,250.412 489.934,253.269 \n",
       "  491.418,251.237 482.108,251.92 494.77,254.223 491.273,254.97 491.857,248.166 497.304,248.25 499.875,242.436 498.825,241.878 496.401,240.953 501.58,237.145 \n",
       "  500.138,236.038 504.259,235.322 498.664,237.972 490.918,236.842 486.795,235.177 484.682,233.421 492.531,224.464 499.525,227.302 492.591,234.106 489.983,227.59 \n",
       "  490.405,228.814 490.926,228.221 491.903,225.959 495.534,224.268 493.099,223.676 492.924,229.053 488.176,230.372 488.352,231.55 486.624,232.379 492.521,228.45 \n",
       "  484.095,232.306 484.079,231.155 492.009,229.276 491.743,226.685 493.268,225.125 495.168,219.916 497.116,216.827 497.518,216.358 501.293,214.093 510.45,211.592 \n",
       "  517.262,214.803 516.685,217.645 516.709,214.668 521.688,216.724 519.894,216.872 526.586,214.383 523.768,216.601 519.138,206.857 522.97,206.11 522.988,206.166 \n",
       "  531.207,208.827 525.203,207.742 513.708,209.187 524.264,205.374 519.566,201.594 516.976,196.043 524.64,193.72 526.828,189.911 523.426,192.622 521.012,189.757 \n",
       "  527.678,183.563 525.369,181.236 528.413,183.647 523.823,185.429 520.126,183.913 514.337,188.278 508.254,184.765 504.108,184.123 503.199,187.973 497.272,187.818 \n",
       "  496.662,185.797 500.829,186.246 494.457,182.681 505.905,180.077 506.111,186.489 510.156,185.471 515.075,182.42 522.213,185.075 519.038,184.748 521.008,181.678 \n",
       "  518.667,183.041 522.277,182.431 515.031,179.466 513.225,182.354 513.825,186.782 515.711,187.312 516.814,189.792 520.342,191.696 519.625,191.019 519.12,192.768 \n",
       "  513.814,196.669 515.776,205.004 515.773,208.804 531.423,211.204 533.722,215.636 529.988,214.785 531.315,218.595 524.317,219.724 525.832,217.607 524.165,218.918 \n",
       "  530.195,225.655 529.71,223.061 532.62,224.332 539.078,223.547 539.39,221.503 537.029,225.276 548.016,216.59 550.32,217.982 548.597,220.137 540.574,218.627 \n",
       "  541.845,221.809 547.92,218.582 546.03,218.125 541.038,221.383 542.261,224.917 555.179,225.85 551.566,225.027 550.197,220.608 554.014,222.514 553.551,225.152 \n",
       "  555.004,224.444 561.529,226.345 561.857,226.593 556.605,223.366 547.554,222.881 550.427,224.548 553.709,225.325 548.291,221.328 551.498,223.4 549.005,223.625 \n",
       "  549.019,224.064 549.587,226.04 543.181,225.434 543.407,226.808 538.897,223.726 545.8,229.572 553.073,230.963 553.857,225.757 558.217,221.223 556.911,224.383 \n",
       "  553.971,218.136 554.468,218.139 560.771,218.024 557.908,221.961 559.104,216.494 555.022,216.086 566.332,216.862 558.898,223.835 563.464,227.336 556.819,222.952 \n",
       "  558.811,222.629 560.456,224.672 560.036,224.915 557.478,223.122 556.04,224.656 547.761,224.54 556.203,228.456 553.366,228.715 551.618,221.363 554.166,223.685 \n",
       "  563.245,223.199 576.627,219.634 573.602,221.769 574.513,222.059 580.315,221.719 575.787,219.992 571.204,220.082 569.654,216.889 567.608,216.374 561.242,215.678 \n",
       "  559.439,214.737 561.044,211.525 563.521,216.23 563.707,208.925 554.889,201.997 555.069,200.095 552.305,197.655 547.257,195.756 546.323,197.656 549.485,204.444 \n",
       "  553.432,206.646 563.158,211.013 564.595,207.769 567.474,204.01 560.26,197.839 568.069,195.217 568.242,198.447 561.444,202.717 560.726,197.765 572.07,199.63 \n",
       "  571.118,198.305 570.486,200.081 565.005,198.039 567.998,196.013 558.462,199.168 562.591,201.46 558.723,203.662 554.916,205.976 558.196,204.96 553.058,202.402 \n",
       "  548.319,208.773 543.634,211.201 538.949,209.487 537.084,210.113 540.936,209.08 538.07,205.64 540.874,212.718 537.305,210.457 537.655,211.421 543.937,206.7 \n",
       "  547.249,207.757 553.549,205.27 555.842,208.404 545.837,207.552 547.841,212.3 545.662,216.79 544.075,210.231 537.86,205.415 540.517,206.057 542.817,200.95 \n",
       "  547.882,205.878 537.04,207.06 539.579,208.625 532.952,211.429 526.36,215.894 531.164,216.005 528.253,215.018 526.957,217.958 529.971,221.911 536.726,219.38 \n",
       "  537.636,214.159 531.205,215.919 523.957,217.074 527.202,218.532 523.579,216.509 521.67,220.315 521.173,217.19 523.149,219.11 518.124,216.914 523.055,211.7 \n",
       "  525.475,212.604 521.656,214.403 520.021,211.747 524.172,211.393 529.839,206.434 539.422,207.153 534.695,208.601 533.669,209.758 541.065,211.692 530.289,216.27 \n",
       "  533.295,220.285 528.041,220.049 520.081,219.426 519.265,220.674 520.32,221.547 514.29,223.561 520.452,224.953 513.219,224.779 515.1,227.534 515.057,224.972 \n",
       "  507.641,223.358 520.339,224.614 524.434,221.281 520.638,221.733 510.39,223.915 515.777,228.453 516.832,235.023 513.942,236.092 507.051,235.164 506.166,236.527 \n",
       "  505.698,231.534 501.659,229.412 496.4,234.704 487.038,236.699 492.178,231.069 489.568,225.805 489.503,226.053 487.084,223.392 490.198,214.722 485.911,212.342 \n",
       "  497.562,209.357 488.089,205.444 486.289,207.128 494.329,206.607 490.105,206.768 489.472,205.187 478.33,205.689 477.803,205.939 478.427,206.272 474.086,204.639 \n",
       "  478.306,203.066 485.064,204.452 487.659,199.152 489.558,194.614 488.246,192.182 483.796,195.152 477.195,195.906 483.753,198.971 482.558,199.592 485.206,198.903 \n",
       "  490.411,196.491 476.672,196.727 474.606,197.503 475.67,194.451 465.58,198.463 460.595,198.675 460.819,203.758 456.699,198.435 456.237,197.493 458.421,200.032 \n",
       "  462.779,197.96 465.908,198.158 462.304,196.746 464.109,196.057 471.006,196.245 470.074,200.61 468.558,205.612 463.795,208.264 463.112,210.663 466.255,213.394 \n",
       "  466.273,209.52 460.195,210.56 462.311,211.322 460.547,215.121 453.128,210.86 451.676,208.493 455.162,206.157 449.889,198.938 450.045,194.559 443.529,197.678 \n",
       "  450.477,198.26 451.941,194.659 453.806,191.304 448.572,192.471 443.408,193.158 442.9,192.78 447.195,188.286 443.559,186.236 442.375,189.644 453.067,187.9 \n",
       "  458.668,190.268 461.07,187.486 469.771,191.478 475.703,191.933 481.402,193.706 480.15,201.995 482.072,203.924 485.954,207.352 492.858,197 491.298,199.706 \n",
       "  483.018,193.508 480.866,199.373 478.179,192.496 479.187,185.535 479.319,191.746 486.127,195.568 481.46,195.352 479.12,193.489 483.781,191.711 478.156,188.585 \n",
       "  472.163,188.612 470.616,193.187 462.809,188.159 465.903,190.526 462.256,190.456 457.777,190.24 456.877,189.536 458.408,192.362 455.308,191.862 456.124,189.121 \n",
       "  457.314,189.139 456.879,190.027 452.371,190.603 454.763,189.149 454.11,186.64 459.762,186.224 455.786,185.486 457.703,183.647 460.889,184.7 467.931,181.87 \n",
       "  466.761,189.272 462.275,190.456 463.21,189.329 455.727,189.894 457.712,182.262 460.052,187.553 458.41,183.922 459.418,187.134 453.655,184.251 453.048,178.068 \n",
       "  451.67,180.975 452.611,180.892 461.633,175.61 469.609,172.698 477.396,171.034 485.027,170.555 483.784,166.871 485.83,166.501 489.799,172.855 488.813,169.971 \n",
       "  485.333,175.64 478.202,172.624 478.209,168.813 476.058,172.116 477.045,181.644 468.429,182.442 458.849,182.791 466.889,185.839 471.945,185.941 465,189.652 \n",
       "  464.509,191.894 465.449,191.014 461.074,184.5 460.32,186.37 472.213,191.197 469.659,192.743 467.496,190.146 458.231,184.685 447.586,186.778 447.37,187.035 \n",
       "  447.035,190.015 447.267,191.797 456.071,192.615 458.794,189.764 459.919,184.738 457.575,178.213 450.666,179.837 454.364,183.835 456.317,187.981 453.564,193.176 \n",
       "  449.021,190.589 443.307,185.722 440.281,187.047 440.086,194.317 438.056,193.671 442.065,190.495 435.485,192.571 435.173,192.446 444.193,194.816 440.882,190.199 \n",
       "  447.301,191.533 443.132,190.331 438.802,185.253 447.359,179.531 437.101,178.565 438.683,175.398 440.882,180.409 430.72,177.546 428.811,187.384 429.38,185.317 \n",
       "  423.585,184.352 424.998,186.232 423.053,184.671 416.167,188.196 409.063,189.49 410.089,186.486 407.522,184.989 403.55,184.428 397.959,186.494 403.203,187.653 \n",
       "  393.13,189.85 390.842,193.338 390.157,187.431 385.763,179.187 370.463,181.183 361.423,182.178 367.031,181.518 362.969,177.018 366.49,175.422 364.803,179.794 \n",
       "  369.257,177.3 364.549,173.988 359.773,176.699 364.854,179.168 357.888,180.09 357.651,179.428 362.523,182.646 365.891,187.234 363.224,182.667 367.921,182.281 \n",
       "  369.508,180.635 365.213,180.028 358.835,187.762 354.102,187.403 357.579,182.122 372.486,181.224 375.117,174.605 368.293,173.993 373.898,178.302 375.651,175.552 \n",
       "  375.752,174.784 382.814,174.807 383.212,169.572 381.143,172.72 382.145,171.609 388.461,171.365 391.705,170.702 395.082,175.067 390.586,171.403 385.77,172.423 \n",
       "  388.742,170.381 383.088,178.182 389.228,177.565 382.683,178.237 385.685,178.358 386.78,183.292 380.447,187.496 380.267,191.617 376.208,188.496 377.079,189.919 \n",
       "  373.666,185.222 373.939,185.471 377.533,180.857 370.673,185.768 373.743,188.805 382.051,186.977 387.826,190.28 385.544,194.225 390.602,195.094 396.145,194.73 \n",
       "  398.364,188.611 391.061,189.943 392.925,195.424 395.029,195.767 401.84,199.688 404.185,195.946 402.683,204.386 406.998,203.902 403.833,204.038 404.895,194.323 \n",
       "  402.492,190.437 398.221,189.821 396.035,195.893 399.176,194.773 395.484,194.598 387.63,199.051 391.433,204.841 384.653,208.412 388.224,209.393 387.928,208.615 \n",
       "  384.992,213.868 384.083,212.71 377.314,223.246 379.621,228.42 382.063,231.974 376.75,234.337 383.681,234.978 386.407,233.314 376.119,234.632 378.346,236.114 \n",
       "  374.224,238.02 364.605,231.453 371.688,237.07 375.758,239.281 362.671,241.653 352.38,243.888 341.28,251.092 337.731,251.558 346.776,247.497 336.862,251.249 \n",
       "  345.497,254.82 342.405,251.455 351.56,251.825 358.32,245.331 362.896,253.276 359.522,254.648 361.428,250.444 362.87,258.275 359.513,261.954 355.586,262.823 \n",
       "  359.982,260.905 359.77,261.194 363.809,260.468 362.728,259.99 364.614,255.965 362.716,261.23 360.853,260.727 357.188,261.647 355.222,259.939 349.713,267.154 \n",
       "  349.797,265.817 351.53,264.184 350.614,263.706 357.468,263.049 353.978,268.197 350.066,271.722 344.683,269.936 339.242,268.117 339.237,270.372 341.773,274.272 \n",
       "  341.903,273.119 342.12,274.082 342.212,273.256 342.508,270.969 340.527,274.174 347.734,277.109 350.183,273.707 341.721,273.047 348.908,276.78 352.635,283.579 \n",
       "  352.778,283.41 349.98,280.002 351.823,276.46 347.553,277.182 348.687,286.064 339.659,293.704 340.632,288.509 337.93,285.099 330.561,284.274 333.365,287.951 \n",
       "  333.16,288.54 336.286,285.92 340.15,288.909 333.378,288.869 336.817,290.998 338.626,286.133 339.285,289.371 342.455,289.744 350.364,288.923 351.468,296.767 \n",
       "  352.926,297.713 357.933,298.521 364.055,299.286 367.41,304.695 369.622,306.797 364.369,309.468 360.455,305.628 370.516,305.459 367.965,308.148 367.85,311.765 \n",
       "  366.533,313.737 367.097,307.871 362.452,304.313 362.783,307.599 371.641,311.791 366.513,312.447 370.226,308.417 371.704,303.874 367.863,304.969 364.811,309.865 \n",
       "  364.534,306.791 369.801,304.862 371.223,302.176 364.925,301.758 368.843,310.506 365.727,308.955 366.342,309.25 366.992,308.974 355.746,308.778 354.753,301.722 \n",
       "  351.591,296.071 356.277,293.49 356.533,295.532 354.175,295.361 356.506,297.859 360.621,295.048 357.4,294.713 361.249,295.353 358.006,292.019 350.73,288.183 \n",
       "  345.05,286.844 346.171,282.956 347.62,284.529 342.913,280.406 342.273,280.33 338.096,274.442 335.426,281.462 335.013,281.188 340.207,287.498 332.715,288.548 \n",
       "  338.382,284.241 341.46,285.499 340.552,286.715 343.485,288.234 331.776,288.775 333.131,292.552 334.45,295.547 328.74,295.611 322.115,292.07 323.344,292.411 \n",
       "  316.728,292.073 319.501,297.224 311.388,294.827 318.36,295.671 308.155,295.504 303.687,294.626 302.2,294.695 301.78,294.052 293.749,296.974 289.971,294.635 \n",
       "  288.616,289.013 291.353,289.933 298.214,291.697 291.187,292.161 284.599,290.793 284.923,296.237 288.507,305.466 292.099,297.808 290.07,295.303 287.059,298.992 \n",
       "  279.677,291.523 277.707,295.51 272.052,295.02 265.463,289.411 269.29,299.322 271.016,298.599 270.546,299.992 271.021,302.461 275.211,310.719 276.928,314.346 \n",
       "  274.6,315.689 275.354,319.252 285.165,321.071 290.96,324.46 295.673,324.411 286.01,319.974 280.653,325.419 286.482,321.548 285.515,315.607 289.43,318.999 \n",
       "  299.128,322.275 286.769,320.995 288.533,323.573 288.257,322.452 288.547,315.591 286.884,314.561 281.949,308.282 282.028,299.977 288.292,298.805 290.073,293.328 \n",
       "  299.46,291.574 311.2,294.06 309.735,299.854 312.869,293.845 316.008,289.186 317.025,290.369 312.969,289.744 318.433,299.028 315.629,298.078 315.699,302.791 \n",
       "  313.354,301.914 312.055,297.545 312.341,300.671 321.185,297.725 317.515,305.225 329.089,303.442 340.877,310.533 339.941,311.474 330.399,315.12 337.065,314.383 \n",
       "  341.388,305.412 347.274,301.918 355.046,306.346 353.719,305.569 350.067,303.531 352.535,302.275 354.388,303.605 363.197,298.331 364.108,298.086 363.126,299.668 \n",
       "  366.101,301.724 366.749,298.919 373.36,299.922 379.957,297.336 377.243,293.464 382.995,296.703 382.146,296.598 377.095,294.821 388.245,302.008 387.841,303.471 \n",
       "  383.241,303.424 381.235,307.448 375.032,304.388 375.698,305.397 377.81,304.282 372.225,305.868 367.077,306.139 361.887,305.724 363.07,312.157 366.268,316.355 \n",
       "  371.852,310.439 373.538,313.514 376.303,318.165 373.609,320.5 370.718,319.87 378.373,319.652 373.813,310.937 375.059,319.776 364.346,323.259 362.804,319.812 \n",
       "  350.357,325.605 351.332,322.603 355.807,318.89 361.841,324.285 368.269,332.962 375.249,332.616 377.124,336.862 379.326,335.894 375.585,339.407 373.619,346.742 \n",
       "  371.611,346.173 369.871,349.059 366.131,346.35 364.583,344.245 365.943,342.715 360.093,341.341 361.522,336.657 366.113,327.955 354.707,324.008 349.937,323.846 \n",
       "  338.165,323.883 336.02,311.62 339.824,316.578 336.176,314.556 345.43,314.929 347.939,317.038 355.992,311.983 352.81,312.32 351.363,311.188 349.843,305.573 \n",
       "  354.3,304.276 359.718,303.797 344.019,301.183 351.962,304.218 357.64,307.983 356.567,309.585 353.477,310.406 349.512,310.321 348.985,307.866 352.937,311.658 \n",
       "  351.243,311.457 353.254,303.528 358.566,306.685 360.054,313.103 363.127,312.022 372.119,308.544 364.337,303.895 365.73,305.278 368.277,300.786 372.344,306.944 \n",
       "  380.066,304.014 381.138,302.194 393.887,305.876 403.181,311.652 417.269,309.771 411.211,314.504 410.613,310.873 412.087,313.919 415.564,313.851 418.211,310.315 \n",
       "  415.884,303.472 412.886,302.975 422.074,309.783 422.385,307.736 414.494,313.782 415.302,310.958 417.51,307.333 407.18,309.345 405.248,303.838 399.732,309.962 \n",
       "  403.307,303.593 403.914,307.614 399.707,308.107 397.742,307.546 395.655,308.814 399.342,309.821 398.245,307.842 397.274,303.9 393.967,306.306 385.864,300.743 \n",
       "  380.29,301.43 379.716,296.905 375.452,296.568 377.348,302.205 375.718,303.115 369.077,309.555 368.762,307.127 375.042,304.522 372.403,303.708 368.497,298.476 \n",
       "  376.702,293.714 384.587,286.961 378.455,287.641 381.116,291.744 393.342,297.979 391.518,298.326 397.535,295.35 399.588,295.269 403.209,294.043 392.784,293.264 \n",
       "  399.995,292.45 395.826,287.827 395.667,282.388 396.642,280.421 399.409,280.661 410.686,278.517 410.478,274.651 410.997,270.276 404.571,264.768 403.23,264.57 \n",
       "  396.328,269.632 395.631,275.251 396.487,276.607 395.782,278.751 399.572,276.687 397.209,267.835 399.139,269.318 394.197,269.772 399.931,273.717 388.873,272.742 \n",
       "  394.629,277.983 390.174,279.305 388.568,281.333 395.589,281.907 397.015,281.189 399.939,278.935 405.55,276.462 412.39,276.234 412.213,275.308 407.528,271.212 \n",
       "  409.043,267.753 415.088,264.885 400.654,265.946 391.742,267.799 391.337,263.492 398.437,267.671 396.773,268.305 386.889,267.069 388.937,272.99 396.234,268.066 \n",
       "  398.823,268.804 405.351,261.348 402.646,265.22 391.442,258.747 393.964,260.414 390.169,259.567 389.756,260.438 389.127,260.674 391.074,261.419 388.547,263.162 \n",
       "  387.361,261.626 389.023,261.949 391.365,262.077 397.232,260.598 404.999,261.489 401.715,262.834 411.245,263.341 410.029,263.341 408.213,260.714 405.831,261.907 \n",
       "  401.588,258.802 396.941,255.991 393.916,252.909 392.805,252.513 377.312,255.306 380.209,254.762 382.098,251.644 377.272,252.975 373.584,249.54 369.849,252.136 \n",
       "  370.353,255.056 368.971,255.435 368.252,256.936 376.829,260.299 374.275,262.359 376.462,269.13 378.502,271.227 377.746,276.791 379.228,267.096 379.016,267.944 \n",
       "  387.313,269.236 388.043,268.5 394.35,262.566 393.365,260.594 384.729,258.506 384.604,252.999 388.875,251.886 383.602,251.771 382.813,261.892 383.208,265.8 \n",
       "  379.211,271.398 381.404,267.549 386.072,263.048 387.782,262.481 387.743,266.839 385.819,266.29 390.9,269.005 396.259,268.746 405.855,276.873 406.515,277.812 \n",
       "  412.785,279.573 419.999,276.869 419.058,279.733 409.965,277.29 415.809,275.89 413.249,277.505 415.227,280.007 417.546,280.112 413.65,279.86 418.508,283.935 \n",
       "  411.996,287.149 411.544,292.295 400.362,297.242 405.641,294.51 411.626,295.846 409.549,303.364 402.388,309.113 403.443,311.511 401.948,306.223 402.264,308.836 \n",
       "  411.331,305.468 418.989,300.345 414.65,296.955 409.982,295.03 406.275,292.591 399.214,292.639 399.771,294.069 393.48,298.36 389.622,300.775 391.493,304.837 \n",
       "  390.051,305.425 390.777,305.485 400.166,308.376 400.212,312.325 408.554,315.696 412.524,314.561 429.02,311.962 428.142,316.124 431.238,311.994 430.52,312.629 \n",
       "  422.274,312.366 426.736,309.2 426.833,312.099 428.953,307.592 423.873,310.323 420.989,310.127 419.318,309.469 420.87,304.606 418.395,310.739 423.067,312.763 \n",
       "  431.763,309.216 426.95,305.386 424.596,303.175 419.71,301.935 425.071,301.743 423.403,300.327 419.319,303.677 416.874,308.58 414.981,307.298 423.376,304.506 \n",
       "  414.463,303.88 409.655,306.605 421.917,300.922 416.735,299.467 408.982,296.742 405.658,297.199 408.929,297.614 403.59,294.782 412.643,294.266 417.823,298.64 \n",
       "  403.108,298.977 402.276,295.068 415.596,296.044 419.09,290.597 417.547,289.372 410.793,284.952 416.712,279.822 414.767,277.202 419.722,280.527 427.607,280.435 \n",
       "  424.641,277.676 425.803,276.586 429.296,275.56 427.992,280.994 431.916,282.233 432.943,281.866 442.661,289.457 451.696,290.754 454.752,288.52 465.816,284.745 \n",
       "  469.267,282.675 466.044,286.711 469.442,288.067 472.137,288.436 473.662,287.013 472.438,283.641 465.467,285.349 470.718,281.781 473.236,284.512 470.479,279.421 \n",
       "  473.708,278.032 474.724,284.064 479.337,283.52 476.051,277.524 481.535,278.26 474.312,280.233 475.78,279.875 475.375,276.339 468.801,279.403 469.149,282.987 \n",
       "  468.786,281.66 475.364,280.799 480.202,278.76 479.428,276.342 487.397,278.474 479.108,283.564 482.301,285.257 483.85,286.054 481.45,283.132 480.585,278.476 \n",
       "  483.137,273.652 496.588,279.148 488.875,276.551 491.089,277.32 490.838,284.751 488.638,286.031 493.24,282.106 488.419,278.197 484.935,272.434 486.97,274.725 \n",
       "  484.128,275.162 477.363,273.173 469.37,274.53 475.322,279.654 477.453,284.769 473.677,283.836 469.987,291.365 471.642,287.62 474.063,284.215 471.321,291.861 \n",
       "  471.586,288.786 474.351,291.094 476.411,291.711 480.675,291.19 473.128,289.829 468.742,287.858 463.209,279.911 463.947,280.198 463.08,284.048 459.673,282.482 \n",
       "  457.369,284.612 457.629,290.368 464.306,299.087 455.909,301.807 443.706,302.065 440.832,305.275 430.419,307.208 429.068,309.974 428.503,309.551 429.298,309.488 \n",
       "  420.857,308.393 427.339,308.885 428.406,307.05 428.035,301.123 415.448,297.329 405.883,305.745 409.637,301.683 411.95,301.538 402.46,304.767 412.457,306.99 \n",
       "  411.026,309.834 415.685,314.087 420.926,318.47 422.682,317.242 419.151,325.898 423.17,323.979 409.818,328.286 400.579,325.036 411.44,326.671 408.418,329.293 \n",
       "  402.525,325.727 400.415,329.516 397.47,330.156 382.016,333.906 393.035,333.404 398.793,329.572 389.235,327.009 388.407,324.768 384.861,326.772 391.889,323.139 \n",
       "  396.35,325.775 398.055,326.125 391.888,329.184 392.265,327.11 398.914,327.803 399.163,330.365 403.753,332.152 406.769,329.338 411.67,331.247 411.197,330.695 \n",
       "  409.411,330.048 417.692,328.264 417.428,327.275 424.281,319.746 433.184,317.923 435.025,319.226 429.889,322.04 426.907,324.813 429.295,314.895 425.144,315.97 \n",
       "  422.261,315.391 423.89,323.896 425.224,324.375 421.199,326.977 406.198,331.407 406.366,336.079 406.38,337.885 412.435,345.379 416.405,348.341 420.577,347.707 \n",
       "  424.368,350.056 422.922,347.439 421.249,343.716 422.28,342.782 429.421,344.332 427.41,338.672 421.864,336.577 421.905,330.841 420.704,326.377 416.724,327.223 \n",
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      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "using GR\n",
    "\n",
    "# 座標の初期値\n",
    "x = 0.0\n",
    "y = 0.0\n",
    "\n",
    "xlist = Float64[]\n",
    "ylist = Float64[]\n",
    "@time function brown_plot(x,y)\n",
    "    for i = 1:10000\n",
    "        # 正規分布に従う乱数の生成（rand（）は一様分布，randn()は正規乱数）\n",
    "        x 　+= randn()\n",
    "        y += randn() \n",
    "        push!(xlist, x)\n",
    "        push!(ylist, y)\n",
    "    end\n",
    "end\n",
    "\n",
    "brown_plot(x, y)\n",
    "gr()\n",
    "Plots.plot(xlist, ylist,title=\"Brownian motion\",lw=0.4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.000049 seconds (15 allocations: 1.575 KiB)\n"
     ]
    },
    {
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       "  300.807,133.375 301.662,133.189 300.327,132.328 300.768,131.004 299.667,132.159 303.938,132.341 304.616,131.991 305.362,132.207 305.277,129.521 307.531,129.406 \n",
       "  307.831,131.416 308.364,131.578 305.874,132.784 304.683,133.789 302.483,133.416 303.54,132.743 305.361,130.532 303.906,133.122 301.001,132.936 301.251,134.734 \n",
       "  300.717,135.663 302.576,134.574 301.458,133.314 302.142,132.151 302.87,131.658 301.83,130.74 300.197,131.358 301.125,130.073 299.249,129.118 299.425,128.286 \n",
       "  298.807,126.443 297.256,127.634 299.512,129.135 297.857,127.047 299.026,129.013 298.225,128.013 300.357,128.556 299.983,129.57 301.558,129.353 302.295,129.158 \n",
       "  304.395,128.575 303.201,127.762 301.446,128.496 299.781,127.133 301.865,125.681 302.163,125.244 302.259,122.233 304.022,123.566 305.759,122.894 307.079,122.755 \n",
       "  309.602,123.636 310.919,123.534 308.6,124.087 310.921,123.409 311.33,122.841 310.716,123.046 312.462,121.521 312.645,122.717 314.858,122.725 314.902,122.378 \n",
       "  314.249,121.513 313.502,123.828 312.49,124.219 309.986,122.066 309.781,122.704 311.557,125.823 308.651,125.078 309.382,123.622 311.297,121.844 311.327,122.316 \n",
       "  312.127,121.294 310.477,122.996 310.375,122.614 309.929,120.356 308.93,120.593 309.643,121.373 310.311,119.578 311.438,117.88 315.631,118.352 313.868,117.999 \n",
       "  311.015,119.081 310.936,118.883 312.703,120.744 311.709,121.457 314.019,120.14 313.432,120.219 313.972,121.292 313.963,120.477 313.954,118.93 314.227,118.814 \n",
       "  315.956,118.342 312.424,118.913 312.749,119.677 311.689,117.82 311.18,117.332 310.099,118.84 311.141,117.74 309.151,120.04 310.523,120.625 310.613,121.411 \n",
       "  311.375,120.904 310.798,120.054 310.837,118.898 314.758,117.04 315.315,118.827 315.019,117.59 314.817,117.2 313.888,117.739 315.157,116.922 313.031,116.717 \n",
       "  312.542,116.68 314.699,118.042 314.994,117.028 315.344,116.578 312.542,117.943 315.378,117.021 317.379,119.415 317.24,119.72 318.17,120.06 314.982,118.709 \n",
       "  315.509,118.612 314.914,120.739 315.512,120.879 315.201,121.387 317.04,121.902 317.494,122.75 315.857,121.697 317.492,123.691 313.007,121.389 311.728,120.061 \n",
       "  311.727,119.291 312.501,119.177 313.599,119.279 312.299,120.3 312.499,121.106 315.435,121.662 313.885,125.299 315.495,126.447 316.795,128.418 316.104,129.24 \n",
       "  316.554,129.175 315.91,127.191 318.745,128.118 317.391,128.719 315.935,130.28 315.402,131.885 314.17,132.593 315.953,131.419 316.447,130.64 316.734,127.823 \n",
       "  317.035,127.695 316.671,130.618 316.739,127.166 316.93,128.22 314.381,125.515 315.721,126.061 315.054,126.353 314.198,127.278 313.282,126.824 309.961,125.448 \n",
       "  308.029,123.823 305.954,122.161 307.717,123.501 308.006,123.667 304.74,123.571 305.955,121.964 305.838,122.968 308.73,122.562 309.249,123.004 310.414,122.639 \n",
       "  310.606,124.005 311.551,124.931 313.411,125.638 312.323,127.7 312.185,127.3 311.862,125.721 311.935,125.492 312.697,124.039 314.647,124.226 312.676,121.466 \n",
       "  313.809,120.533 311.633,119.435 312.955,119.316 314.563,120.975 313.761,119.765 313.076,121.631 314.322,122.7 314.009,123.8 313.302,124.856 312.633,124.165 \n",
       "  313.298,124.319 311.783,125.606 313.267,125.358 315.295,126.455 316.636,127.981 317.374,128.345 317.935,128.434 317.482,128.1 318.829,127.061 318.893,128.874 \n",
       "  320.148,130.446 319.212,129.948 320.234,128.306 322.317,129.553 321.023,128.988 320.123,128.506 321.388,130.338 320.095,130.609 321.932,130.201 319.241,130.4 \n",
       "  321.802,130.627 323.336,132.822 324.875,133.743 323.344,133.871 323.159,135.971 321.855,134.957 323.54,134.769 323.907,136.756 324.067,136.616 323.771,136.164 \n",
       "  324.458,136.031 322.526,134.373 324.837,134.597 325.091,136.513 325.139,137.545 326.076,136.324 325.843,136.243 327.25,134.436 326.147,132.977 325.976,131.039 \n",
       "  330.031,129.842 330.506,132.385 328.922,130.349 328.084,132.912 326.842,133.378 326.92,135.255 329.175,138.077 331.097,140.494 329.68,141.802 330.663,141.621 \n",
       "  330.709,139.574 333.667,139.078 332.891,137.693 333.068,135.479 333.501,137.898 333.199,138.372 330.688,138.76 332.859,139.15 332.726,139.73 330.43,139.893 \n",
       "  330.821,140.407 330.706,139.621 332.616,138.746 331.995,141.14 331.72,141.247 332.346,142.971 331.047,145.121 330.769,144.375 330.697,141.161 332.119,142.185 \n",
       "  331.424,141.184 329.309,139.249 328.834,139.534 329.064,137.981 329.033,137.726 326.992,137.056 327.946,139.607 327.167,140.566 326.945,140.988 325.826,140.498 \n",
       "  325.316,139.344 325.039,138.966 324.047,137.036 323.982,135.638 321.272,135.234 322.176,134.578 321.06,132.448 320.296,132.907 321.813,133.652 321.404,134.363 \n",
       "  320.921,135.313 318.391,135.095 319.089,135.772 319.648,135.325 319.063,134.798 319.501,133.426 317.421,134.833 318.722,134.252 317.765,132.073 315.874,131.915 \n",
       "  316.929,133.116 314.992,133.828 313.62,133.183 314.036,133.475 314.167,132.565 315.738,131.742 314.777,134.288 314.995,134.694 316.048,134.9 315.884,136.655 \n",
       "  313.645,135.586 312.994,134.925 313.751,133.398 313.427,133.532 312.81,133.901 312.185,136.516 312.55,136.259 315.526,136.287 316.362,135.524 316.125,137.259 \n",
       "  314.786,137.701 314.67,134.171 314.836,135.616 313.865,135.994 313.734,134.416 314.911,133.829 315.147,133.633 316.949,133.022 319.758,131.95 318.648,130.577 \n",
       "  320.641,129.3 320.465,129.71 319.275,130.865 318.215,131.923 318.081,133.16 319.491,133.325 321.788,132.292 321.416,132.754 321.027,133.829 319.977,134.372 \n",
       "  319.981,134.363 321.358,134.772 319.846,137.089 322.941,137.562 320.087,137.942 323.366,135.307 322.754,137.825 324.15,136.818 325.609,135.43 327.429,135.889 \n",
       "  327.691,134.526 324.99,133.754 326.302,136.059 327.226,134.596 324.607,136.209 326.591,138.315 324.714,136.953 325.593,137.791 328.701,136.895 328.386,137.79 \n",
       "  328.884,137.02 329.653,137.976 330.389,139.119 330.288,140.16 329.132,141.634 328.354,141.262 329.36,142.185 327.893,143.022 328.099,143.298 329.674,144.319 \n",
       "  327.676,140.792 329.239,140.892 330.588,141.08 330.337,140.07 330.279,139.988 331.482,140.322 333.092,139.915 330.914,137.953 331.974,136.09 330.757,135.164 \n",
       "  331.415,135.006 331.066,134.786 332.131,134.948 335.018,134.362 333.615,136.798 335.69,138.928 334.789,140.006 337.116,140.083 335.578,140.749 334.802,140.823 \n",
       "  335.258,138.091 336.7,137.375 336.333,135.429 335.815,137.204 333.844,138.247 334.542,136.525 334.508,137.476 333.416,137.164 334.827,139.727 334.247,140.736 \n",
       "  333.599,143.331 334.096,143.128 332.72,144.367 332.669,144.722 331.162,145.893 327.149,144.304 327.744,142.302 326.693,141.315 324.162,142.548 324.533,140.381 \n",
       "  323.689,140.881 322.161,142.683 321.664,141.508 321.945,141.849 321.691,142.274 322.649,143.579 321.939,145.182 324.923,146.597 326.337,147.725 326.491,148.421 \n",
       "  327.579,146.497 326.437,146.873 325.722,149.08 328.868,150.021 329.136,149.12 329.193,150.43 329.641,150.76 332.804,151.12 333.511,151.162 333.43,150.437 \n",
       "  333.603,150.577 332.125,150.998 334.155,150.077 335.673,152.656 333.323,152.798 334.435,154.079 333.122,158.335 334.13,160.336 333.974,159.821 331.596,161.759 \n",
       "  330.344,160.444 330.007,161.733 330.704,161.612 328.705,160.885 329.652,163.068 329.108,164.467 331.496,165.992 330.582,165.588 330.621,166.245 330.765,163.068 \n",
       "  331.447,161.65 330.704,161.075 327.519,161.046 328.812,161.251 330.042,162.174 330.436,160.156 330.425,161.804 331.554,162.596 333.007,164.722 335.328,164.658 \n",
       "  336.286,161.661 338.119,162.696 338.849,164.103 341.381,166.694 341.687,165.461 343.581,165.378 342.624,164.478 340.187,166.452 340.722,166.244 343.567,166.083 \n",
       "  342.155,164.962 342.799,164.808 341.14,164.395 340.413,164.442 338.866,164.572 337.702,165.202 336.144,165.563 335.096,165.981 334.131,165.533 333.532,165.744 \n",
       "  334.067,164.154 333.468,162.178 333.899,164.885 332.988,164.002 333.469,161.459 332.795,159.781 333.053,159.319 334.772,158.056 334.643,158.986 334.335,156.725 \n",
       "  332.923,155.331 332.481,157.249 331.002,157.069 330.199,155.702 327.285,156.8 330.19,158.252 329.217,160.517 326.846,159.755 328.432,161.233 326.415,159.319 \n",
       "  327.073,155.547 327.247,156.176 328.96,155.909 329.332,156.258 328.992,154.313 328.745,154.872 329.069,154.555 330.949,153.064 331.451,151.185 331.914,150.763 \n",
       "  331.243,150.171 330.902,150.606 332.249,151.046 333.58,153.234 335.632,153.052 334.411,152.413 333.797,153.386 334.042,154.496 335.273,153.744 338.043,153.666 \n",
       "  337.505,153.067 336.91,152.75 334.88,154.225 333.71,154.115 333.285,154.76 332.489,153.187 333.085,155.315 333.337,155.425 333.573,156.708 331.423,157.837 \n",
       "  330.192,158.864 327.961,157.928 328.02,157.841 324.63,157.734 327.475,155.592 327.054,158.237 326.485,160.312 324.438,159.559 324.92,159.247 325.217,157.182 \n",
       "  322.97,159.355 321.971,158.443 318.091,156.942 320.064,157.027 321.749,157.015 323.875,157.814 324.675,159.032 325.262,159.936 323.57,159.368 323.756,159.367 \n",
       "  323.652,161.466 322.169,162.924 321.635,160.114 323.539,159.862 323.539,161.598 324.662,162.205 327.23,163.167 325.365,164.801 326.397,164.986 324.408,164.893 \n",
       "  327.28,165.181 326.409,167.036 325.418,168.976 325.631,170.154 327.52,170.825 328.789,170.231 327.407,171.019 328.986,171.692 327.378,171.824 326.758,171.724 \n",
       "  326.797,172.231 324.688,173.961 322.926,173.752 322.515,173.517 322.856,172.333 321.839,172.119 325.022,171.113 324.867,172.39 322.298,170.985 323.145,170.09 \n",
       "  323.603,170.479 324.081,169.87 325.742,171.754 323.789,170.717 324.759,172.826 323.132,172.156 322.584,173.053 323.446,173.5 325.318,171.507 329.037,170.976 \n",
       "  328.59,168.602 329.034,168.577 326.28,168.589 324.795,169.568 322.123,167.52 323.507,167.914 323.016,167.948 322.76,165.908 321.544,167.148 320.035,165.491 \n",
       "  320.525,166.142 318.143,165.511 318.165,164.603 319.691,165.057 320.468,166.165 318.633,164.78 317.245,167.53 318.744,169.177 318.463,169.365 319.396,169.752 \n",
       "  320.801,170.882 320.163,171.052 321.615,172.298 319.535,170.975 319.491,170.627 320.314,169.818 319.838,170.458 319.655,170.165 321.004,170.332 322.101,170.634 \n",
       "  325.397,168.781 324.783,168.248 326.424,167.259 326.807,169.244 326.931,167.576 324.384,167.698 324.849,166.397 326.116,164.409 325.897,163.266 324.871,164.042 \n",
       "  324.793,162.851 323.381,162.055 324.556,160.592 323.962,161.134 322.356,161.33 321.709,161.422 322.175,163.451 320.879,163.14 322.482,165.209 321.549,166.036 \n",
       "  321.987,165.887 321.312,166.114 323.178,165.719 321.222,164.534 318.51,165.521 316.509,167.096 319.444,167.356 316.938,167.517 316.175,166.661 317.203,166.056 \n",
       "  318.56,163.105 316.964,164.06 318.13,164.012 319.719,163.829 318.985,164.531 319.236,164.111 319.147,164.91 318.619,163.954 320.918,163.645 322.621,163.752 \n",
       "  325.715,162.902 327.028,162.218 329.71,163.551 329.868,163.154 328.453,161.954 329.101,161.894 330.306,162.022 329.391,161.561 331.794,160.158 332.612,158.331 \n",
       "  333.149,159.387 334.336,160.005 333.705,160.188 330.554,160.56 327.802,158.02 328.497,159.2 327.863,160.031 327.873,159.146 330.417,160.943 329.422,159.635 \n",
       "  331.708,160.636 332.038,156.718 332.429,157.016 333.772,157.18 334.259,157.571 333.828,157.745 333.288,156.564 334.057,155.259 333.424,156.454 332.881,156.514 \n",
       "  331.041,153.118 330.511,151.471 333.88,152.001 334.613,150.912 333.17,151.839 334.571,150.206 335.368,149.946 335.687,149.313 337.178,150.026 337.55,149.44 \n",
       "  338.804,150.277 338.315,151.683 338.178,152.975 338.328,153.44 343.28,154.165 342.665,153.127 341.991,152.687 341.005,153.882 339.998,153.386 340.635,154.078 \n",
       "  341.164,157.133 341.115,158.142 343.301,159.596 341.856,160.273 339.923,160.642 341.258,157.89 344.413,158.831 341.961,158.028 340.504,158.967 340.915,159.478 \n",
       "  340.997,160.598 342.491,159.227 344.16,158.616 344.849,158.109 345.803,157.976 346.708,157.469 347.101,158.336 348.454,158.449 348.786,159.482 347.951,161.136 \n",
       "  344.915,160.355 343.388,160.441 344.283,158.083 343.282,158.093 342.634,157.531 342.91,156.006 344.308,156.225 345.034,154.765 346.549,153.945 346.685,154.694 \n",
       "  345.55,155.877 347.102,157.164 348.581,157.068 347.511,158.468 344.978,155.655 344.292,156.429 344.027,155.772 342.766,156.857 343.931,157.018 345.628,158.72 \n",
       "  346.547,161.769 348.435,163.902 348.307,160.823 348.896,162.165 347.51,163.058 346.499,165.249 348.962,164.741 350.22,165.46 349.595,167.477 350.031,165.877 \n",
       "  352.189,164.825 352.671,161.884 353.529,160.652 352.483,162.916 350.762,166.317 350.497,166.913 350.637,165.812 348.816,166.88 348.074,167.899 345.989,168.521 \n",
       "  342.487,170.414 342.881,168.073 341.696,170.404 340.301,170.046 341.74,170.417 343.184,169.551 344.723,170.665 345.404,169.513 343.343,168.299 340.941,166.171 \n",
       "  339.712,163.625 340.018,162.476 342.124,163.997 342.522,164.838 342.178,163.175 340.941,165.384 342.377,166.919 342.026,167.396 344.315,167.046 343.434,166.576 \n",
       "  345.77,165.881 346.191,166.604 347.695,168.367 349.536,167.52 352.011,167.574 352.414,166.164 350.897,166.157 348.5,167.183 347.523,167.205 347.418,168.942 \n",
       "  346.32,169.283 346.689,171.125 349.499,171.255 352.829,169.931 351.255,169.95 349.375,168.235 349.42,167.834 347.672,169.473 344.906,168.095 344.679,166.992 \n",
       "  345.981,166.711 344.143,166.492 344.768,166.989 346.195,167.599 347.103,166.971 346.667,166.643 347.611,165.368 346.577,165.19 348.112,163.982 350.612,162.732 \n",
       "  350.715,164.107 349.378,163.845 348.878,160.989 348.621,161.025 347.003,161.843 347.966,162.237 349.285,164.737 348.213,163.286 350.689,165.71 349.567,167.22 \n",
       "  348.505,166.484 347.77,167.077 345.665,167.346 343.699,167.235 345.161,168.732 345.688,168.873 346.492,168.137 349.065,167.796 351.124,166.458 349.491,170.626 \n",
       "  350.721,169.484 353.19,169.193 355.842,169.403 357.122,171.113 354.682,171.39 355.055,171.982 355.815,170.319 354.915,169.39 354.329,168.323 354.527,167.555 \n",
       "  355.478,165.421 356.295,162.666 356.236,162.195 358.013,160.237 359.039,160.822 357.5,160.875 358.561,161.632 360.092,161.81 360.702,161.638 360.243,160.866 \n",
       "  361.153,159.961 361.015,157.716 362.284,160.143 360.245,158.661 359.891,160.045 362.475,162.065 361.995,160.323 362.201,159.443 361.036,160.621 364.446,159.081 \n",
       "  364.852,160.762 365.624,160.644 365.485,160.242 366.193,160.337 367.667,160.864 364.894,159.106 362.784,158.968 363.913,161.187 361.846,160.395 361.982,160.305 \n",
       "  364.625,162.939 364.027,162.795 365.13,162.675 366.504,163.662 366.037,163.58 367.28,164.187 367.257,164.634 368.456,164.764 369.083,165.148 369.842,167.469 \n",
       "  368.662,168.062 368.221,168.046 369.278,168.195 369.546,166.652 370.643,164.983 371.242,164.538 369.022,164.583 368.236,163.103 369.589,163.827 366.698,165.842 \n",
       "  366.926,168.166 368.012,167.179 369.173,168.063 371.098,167.161 368.852,168.045 371.776,169.698 374.194,170.878 377.135,168.983 374.063,169.487 374.54,169.829 \n",
       "  376.111,169.551 374.483,168.826 370.443,168.988 368.033,168.152 366.291,169.988 365.239,170.54 365.088,169.333 366.012,169.569 367.051,169.176 366.922,171.056 \n",
       "  366.657,172.622 366.125,173.446 367.12,173.936 368.897,175.473 371.891,175.253 373.458,172.062 374.402,170.25 376.066,170.777 377.657,170.853 379.469,172.373 \n",
       "  380.101,171.725 379.733,173.553 379.445,172.113 380.946,171.746 380.571,172.381 380.465,171.188 380.377,168.992 381.856,169.236 384.099,168.42 384.657,166.732 \n",
       "  383.54,167.143 383.8,167.249 385.308,167.251 383.484,165.322 385.587,164.203 385.574,164.937 386.526,165.311 382.851,165.503 383.339,166.823 384.273,168.266 \n",
       "  383.449,169.598 381.315,169.019 380.133,168.422 379.869,169.806 380.911,171.866 380.772,171.183 379.791,170.842 381.41,170.934 382.598,173.333 382.752,175.72 \n",
       "  383.017,176.994 385.36,176.32 385.419,175.945 384.855,175.911 386.576,175.371 387.641,175.121 385.719,175.802 385.559,176.256 383.453,174.072 383.367,172.334 \n",
       "  383.305,171.916 381.914,171.245 382.221,170.453 383.119,168.913 383.474,171.485 381.933,172.722 381.827,171.083 380.135,171.873 380.715,169.341 381.401,170.547 \n",
       "  381.501,170.858 381.587,171.875 380.193,173.166 377.784,175.19 379.375,175.002 380.466,174.704 383.196,173.323 380.674,171.397 381.131,170.898 380.603,170.634 \n",
       "  378.493,171.101 378.975,170.826 379.414,170.988 375.64,169.121 375.098,167.97 372.286,169.467 370.857,171.018 369.704,171.872 368.335,172.018 367.486,170.895 \n",
       "  369.508,171.226 368.376,170.692 367.795,170.745 366.123,171.599 369.1,170.056 371.239,169.958 371.245,168.649 373.248,167.68 372.674,167.504 370.719,167.903 \n",
       "  370.942,169.681 371.205,169.605 369.99,170.955 369.522,172.213 370.62,170.689 371.508,170.119 370.256,171.231 368.746,173.26 369.151,173.288 369.715,171.696 \n",
       "  372.43,170.896 369.482,171.044 369.295,171.159 368.158,173.39 369.413,171.916 367.681,171.771 369.134,172.953 368.84,173.745 369.706,173.711 368.913,169.946 \n",
       "  368.715,171.957 367.617,171.045 368.033,170.155 365.283,173.138 365.123,172.187 365.388,173.283 368.623,173.348 370.542,171.427 370.754,170.959 371.024,170.42 \n",
       "  370.837,169.976 371.663,168.756 374.147,168.722 374.569,169.869 373.799,169.266 374.161,169.715 375.064,170.041 375.873,171.612 376.563,170.92 378.281,170.966 \n",
       "  376.395,169.386 377.481,171.167 376.845,172.006 377.549,170.778 376.948,172.137 374.846,175.163 375.91,175.419 379.253,175.048 380.611,174.452 380.028,174.485 \n",
       "  381.409,172.445 381.118,171.907 379.591,174.594 378.986,173.703 377.926,174.76 380.471,174.551 381.198,175.148 380.824,176.926 383.903,174.78 382.326,172.498 \n",
       "  382.661,170.751 383.333,170.692 382.914,171.739 383.932,173.651 381.725,174.791 379.196,177.446 377.977,178.653 379.114,180.204 382.693,183.007 382.115,182.959 \n",
       "  380.631,182.856 382.014,183.032 383.009,182.277 381.62,182.955 379.585,185.392 381.553,183.86 381.899,185.396 380.011,187.752 378.898,185.346 380.582,183.741 \n",
       "  383.379,181.871 382.963,180.664 382.841,181.512 384.782,181.137 383.747,180.551 385.703,180.964 386.836,179.46 387.876,179.694 385.74,181.569 385.397,181.001 \n",
       "  385.286,180.255 384.442,178.541 387.23,177.316 388.678,176.831 389.183,176.666 388.731,175.064 389.292,174.679 390.295,173.448 390.074,174.104 388.407,175.23 \n",
       "  390.204,173.566 392.622,175.158 392.132,173.975 391.534,174.991 394.148,174.548 392.237,173.631 392.059,175.328 390.935,176.892 390.252,173.811 388.438,172.581 \n",
       "  387.018,171.74 386.094,173.537 385.595,171.773 385.974,170.642 385.198,170.806 383.354,169.964 384.624,171.22 386.905,167.884 388.047,167.847 387.683,166.607 \n",
       "  387.588,168.949 389.502,167.807 391.815,166.952 392.532,166.257 392.358,166.608 391.885,168.599 391.432,169.938 391.525,171.866 391.919,170.291 392.335,169.147 \n",
       "  393.561,168.751 395.887,167.702 395.803,168.945 396.536,169.389 395.582,168.73 392.325,169.481 392.458,168.415 394.384,169.701 396.436,169.96 398.229,169.467 \n",
       "  400.668,169.18 401.52,169.593 401.06,171.392 401.663,172.459 401.845,172.78 405.338,172.456 402.917,171.875 402.314,171.157 402.826,170.547 402.045,171.093 \n",
       "  401.201,173.321 404.383,174.865 403.548,174.849 401.867,171.673 399.654,169.544 401.352,168.716 400.883,166.785 399.523,167.303 399.552,165.084 399.444,166.362 \n",
       "  400.728,163.783 400.849,163.594 400.851,163.951 399.948,164.362 401.313,162.403 400.099,161.54 401.904,160.179 400.823,160.472 400.732,163.095 401.565,164.233 \n",
       "  400.941,164.231 402.03,165.641 403.483,167.079 404.785,167.877 402.927,168.413 403.395,167.814 402.985,168.456 403.282,170.68 401.897,168.639 402.561,169.437 \n",
       "  402.432,169.809 401.059,167.571 398.543,167.038 397.328,167.686 398.28,168.073 401.599,165.743 400.969,164.319 403.216,163.701 400.999,163.003 399.985,160.324 \n",
       "  400.816,160.489 400.12,159.982 398.998,159.57 399.628,160.621 399.397,158.443 400.415,158.75 395.503,160.483 396.61,160.586 396.593,162.759 396.412,164.829 \n",
       "  396.355,166.025 395.181,167.663 393.518,167.066 392.544,170.6 391.525,170.77 391.609,169.472 392.641,170.807 394.349,170.201 394.193,167.182 394.742,169.475 \n",
       "  394.04,169.647 392.241,168.256 391.194,167.27 389.667,167.553 389.012,167.25 391.422,167.025 390.547,165.255 391.806,166.041 393.633,165.38 397.359,163.447 \n",
       "  398.508,166.989 401.253,167.185 399.431,167.25 398.86,163.001 400.059,165.338 400.112,164.385 398.821,164.694 397.815,163.844 397.929,165.203 396.361,166.68 \n",
       "  392.748,166.734 391.076,165.003 392.605,166.512 395.159,166.077 398.3,165.529 398.9,165.613 396.369,165.365 395.216,166.758 396.383,168.824 395.728,168.631 \n",
       "  397.711,168.309 397.974,170.687 397.025,172.77 400.149,172.098 401.574,173.204 401.192,172.213 401.876,173.198 400.458,172.002 401.072,172.89 400.284,172.994 \n",
       "  400.647,172.6 401.267,171.928 401.072,171.737 400.404,170.764 402.388,169.867 400.66,170.679 400.365,171.33 403.777,170.737 401.771,172.269 400.83,171.085 \n",
       "  400.465,171.723 398.667,171.801 399.885,173.001 397.884,172.948 396.138,173.382 393.44,173.593 392.58,173.65 395.001,172.546 396.635,173.384 394.431,175.354 \n",
       "  393.298,177.688 392.138,177.836 391.484,176.835 390.533,177.662 392.304,176.725 390.987,176.616 393.595,177.103 394.211,177.612 392.097,177.554 391.469,176.347 \n",
       "  390.1,174.82 389.583,174.076 393.661,171.625 393.436,169.505 395.252,168.406 394.871,168.652 392.56,169.102 393.315,167.618 393.866,167.736 393.286,169.176 \n",
       "  395.914,168.021 397.174,167.054 398.651,167.597 400.094,169.684 400.095,170.609 402.565,169.482 405.385,168.67 405.206,168.559 401.807,168.079 400.962,169.934 \n",
       "  403.212,168.016 402.818,168.193 402.342,171.514 403.95,170.906 402.741,172.458 400.718,172.758 401.112,170.113 400.97,170.023 400.789,169.799 398.703,170.084 \n",
       "  397.877,173.041 399.018,174.532 398.308,172.561 396.913,172.558 394.2,172.764 395.499,172.681 395.394,169.546 394.658,169.774 393.31,168.378 391.059,167.634 \n",
       "  389.665,168.543 392.654,170.463 392.666,170.27 390.824,169.134 393.173,170.422 390.175,171.439 386.504,169.581 386.259,168.121 388.548,167.393 389.224,170.035 \n",
       "  392.298,172.755 391.957,172.854 390.171,171.693 391.456,172.068 394.309,174.237 391.925,173.372 392.971,171.712 395.64,169.353 395.739,169.651 396.721,168.87 \n",
       "  399.609,169.361 399.207,168.205 397.892,167.147 394.816,164.87 393.411,164.733 395.677,163.311 393.322,162.8 395.468,162.37 396.245,163.036 397.468,163.121 \n",
       "  397.167,163.671 396.349,163.271 397.397,162.6 397.81,162.738 398.573,161.826 398.58,162.052 398.696,161.625 397.014,161.433 397.7,160.954 396.613,161.389 \n",
       "  396.662,160.827 397.029,160.949 397.142,158.64 397.456,158.371 397.593,158.67 395.994,158.39 398.039,158.276 397.718,159.422 395.764,160.839 398.331,162.306 \n",
       "  399.076,163.965 397.01,162.694 393.857,163.456 397.58,165.04 397.441,166.208 396.045,166.553 397.011,166.662 397.423,166.432 396.742,164.699 395.751,164.879 \n",
       "  394.674,164.34 395.57,163.041 396.103,162.144 397.165,162.532 397.631,160.658 395.812,161.73 394.895,162.228 394.839,162.531 394.35,165.205 393.895,163.87 \n",
       "  393.757,163.917 394.741,164.06 393.672,162.975 393.695,164.044 394.104,163.871 394.792,165.261 395.46,165.356 398.135,165.962 398.55,166.348 402.169,166.347 \n",
       "  403.504,166.334 406.399,165.419 405.694,166.362 407.022,165.02 404.231,163.682 405.354,164.172 404.584,164.258 403.339,162.192 404.063,162.994 402.953,163.502 \n",
       "  401.798,163.927 400.241,164.921 399.584,164.52 398.529,161.147 398.461,161.16 398.384,160.208 401.761,160.723 401.536,160.878 402.836,159.547 403.673,160.27 \n",
       "  403.166,160.34 403.04,160.615 402.02,162.32 400.729,163.087 402.031,165.008 403.259,166.435 405.728,167.149 407.601,166.522 407.155,167.605 407.096,167.67 \n",
       "  405.976,168.98 404.361,168.852 403.732,170.717 402.496,172.381 403.403,171.814 401.617,170.091 402.07,170.399 402.625,170.322 399.302,169.795 401.141,171.852 \n",
       "  400.938,170.063 401.99,171.173 400.094,170.831 400.346,171.009 402.096,170.13 402.522,170.258 402.093,167.654 399.901,169.648 400.652,170.799 400.594,169.922 \n",
       "  401.12,170.573 401.761,170.081 400.47,169.533 402.937,170.041 400.587,170.323 401.919,171.943 402.026,172.248 404.153,171.572 403.127,172.931 403.215,169.954 \n",
       "  403.686,170.116 403.124,170.823 404.832,171.043 404.399,173.188 401.559,172.506 401.552,173.01 401.802,172.775 401.595,174.163 402.806,173.412 402.994,173.284 \n",
       "  403.606,173.661 404.882,172.954 403.983,172.659 404.685,172.196 402.732,171.628 402.747,173.175 403.472,176.418 404.081,175.514 402.539,174.753 401.389,173.316 \n",
       "  401.517,175.146 401.404,175.546 399.427,176.4 400.292,175.592 399.432,175.894 396.597,176.095 397.658,176.734 397.868,175.765 398.262,177.626 397.65,176.653 \n",
       "  394.017,175.104 394.196,174.547 390.77,174.932 393.718,174.218 392.967,174.465 393.821,174.114 392.082,175.198 392.678,178.948 391.867,178.06 391.001,175.024 \n",
       "  388.009,174.936 389.239,175.893 387.238,175.33 385.789,175.67 387.425,176.587 386.512,178.313 384.664,178.554 385.539,178.33 385.499,178.612 385.351,176.81 \n",
       "  384.953,173.569 383.435,175.026 382.243,173.123 379.95,172.333 381.164,170.955 381.621,172.138 382.842,171.336 384.503,170.837 383.527,170.233 382.094,170.424 \n",
       "  381.212,172.487 380.394,173.254 380.021,172.534 382.823,172.032 384.256,171.726 385.676,173.97 383.397,173.712 384.391,172.476 386.239,173.673 385.246,172.051 \n",
       "  385.334,172.803 382.83,174.296 382.17,173.398 381.533,174.31 381.23,172.904 381.472,172.132 379.587,171.779 379.504,172.504 379.337,170.483 379.168,170.713 \n",
       "  378.968,169.029 378.394,171.194 378.712,171.637 377.247,173.32 377.144,174.171 379.107,174.855 379.028,173.928 378.405,173.507 377.381,171.734 377.78,171.734 \n",
       "  381.223,173.873 380.777,174.16 380.338,175.368 382.02,176.925 382.029,180.977 382.72,181.382 383.747,182.375 385.214,181.898 384.798,183.385 386.155,185.191 \n",
       "  387.484,184.062 387.661,184.715 387.506,185.661 388.609,188.068 388.916,188.49 389.392,190.177 388.575,188.439 387.729,188.186 388.172,188.089 386.307,189.564 \n",
       "  387.4,187.827 388.817,188.621 387.777,188.561 387.253,187.783 387.208,186.981 384.671,188.119 384.693,190.963 385.889,192.025 387.206,192.515 388.073,189.201 \n",
       "  388.927,190.2 389.755,190.591 390.701,191.013 391.442,190.075 391.279,190.958 389.782,189.505 387.45,188.538 388.85,190.329 389.723,189.303 390.253,191.612 \n",
       "  391.054,191.213 393.698,189.957 394.246,188.883 396.94,187.422 397.587,186.692 398.891,185.392 399.416,183.806 399.006,182.75 397.265,181.256 396.052,181.745 \n",
       "  397.969,182.171 398.658,180.841 398.392,180 399.349,182.971 401.065,184.728 402.219,186.376 400.124,186.689 400.56,187.755 402.634,189.092 399.61,191.044 \n",
       "  399.942,189.712 400.108,188.871 398.475,187.151 398.567,188.359 398.566,187.806 395.725,189.675 397.275,188.786 397.655,189.585 395.811,190.163 396.661,189.83 \n",
       "  396.075,187.781 394.715,188.633 392.668,185.083 391.1,186.68 392.485,186.127 391.121,186.273 392.499,184.215 392.06,183.391 392.467,183.607 395.196,182.945 \n",
       "  394.783,179.971 393.738,179.348 391.061,176.929 391.975,175.469 392.672,176.136 392.106,176.156 393.765,175.695 392.796,176.728 391.701,176.181 394.66,176.536 \n",
       "  395.951,174.953 394.709,173.639 395.713,174.573 394.901,173.847 394.314,173.603 391.967,175.619 391.186,176.978 391.34,176.523 390.784,174.549 390.396,174.201 \n",
       "  389.152,175.95 389.54,176.492 389.661,175.758 389.878,175.306 390.989,176.007 394.487,178.052 394.509,180.384 395.116,182.058 395.488,182.057 397.648,182.349 \n",
       "  395.463,185.663 394.57,185.358 393.761,184.976 392.055,184.993 390.56,185.264 389.773,183.689 390.533,186.131 389.989,185.207 392.884,182.398 393.425,183.068 \n",
       "  395.283,182.294 394.393,181.091 395.243,179.561 393.52,178.341 393.537,177.932 393.78,178.184 393.348,178.367 395.035,178.426 395.494,179.583 395.394,180.147 \n",
       "  395.848,183.831 396.075,184.855 394.723,187.029 393.146,188.184 393.396,187.832 392.739,187.647 393.411,188.097 393.917,188.048 395.233,189.157 396.782,185.83 \n",
       "  399.031,187.032 398.981,186.806 400.062,187.176 401.443,185.935 403.9,183.659 402.126,184.513 402.199,185.359 402.775,184.567 400.573,184.336 400.135,185.677 \n",
       "  399.058,184.427 400.844,183.502 403.468,184.98 401.704,185.341 397.778,186.232 399.077,185.222 399.332,184.757 399.688,184.288 399.572,183.879 402.434,184.503 \n",
       "  403.174,185.282 403.719,185.522 403.358,186.054 404.735,187.125 404.745,187.035 403.155,185.827 405.836,187.414 402.407,188.101 403.382,188.495 402.41,188.389 \n",
       "  402.881,186.826 404.035,185.002 404.032,182.598 403.175,181.523 402.726,180.636 403.324,180.238 401.903,182.304 401.787,180.806 401.894,180.266 401.109,182.406 \n",
       "  401.728,182.553 401.141,181.852 403.602,180.958 403.59,181.35 403.362,179.884 404.908,177.4 406.373,177.975 404.423,176.998 406.071,177.257 406.51,177.015 \n",
       "  406.934,178.067 407.876,179.975 405.694,179.721 409.043,181.14 408.718,181.259 407.093,182.48 407.489,183.138 405.442,182.324 406.076,183.522 402.791,183.917 \n",
       "  401.095,186.528 400.488,186.441 401.534,184.724 401.029,185.342 399.266,185.916 400.103,184.98 401.337,184.66 399.379,185.794 399.258,184.42 399.823,184.008 \n",
       "  400.646,183.369 399.213,184.038 400.323,184.206 400.827,184.197 399.997,181.858 397.396,182.347 395.851,181.627 394.726,181.515 395.273,181.255 394.691,180.51 \n",
       "  395.116,180.663 397.089,181.719 396.524,182.096 397.283,185.004 398.625,185.797 398.789,184.6 401.983,184.47 403.506,185.686 402.484,186.409 403.034,187.46 \n",
       "  404.795,187.28 406.543,186.374 404.481,188.977 404.569,189.951 405.843,188.753 403.664,186.962 405.556,187.278 403.686,189.588 403.345,189.309 404.396,187.695 \n",
       "  404.107,186.317 405.876,186.826 405.928,184.445 406.238,184.243 407.601,184.553 407.933,185.3 409.172,183.912 411.425,181.589 409.559,181.739 406.55,181.769 \n",
       "  410.233,181.726 407.269,183.569 406.755,182.979 406.926,182.207 406.229,182.764 405.491,181.056 406.319,178.807 405.919,177.318 409.707,177.747 409.751,179.388 \n",
       "  410.497,180.51 411.104,178.413 409.611,177.121 408.11,179.009 408.306,180.589 410.113,177.865 408.149,180.377 406.462,179.484 406.476,178.207 404.23,176.642 \n",
       "  404.404,176.348 401.568,175.349 403.55,176.506 400.752,176.017 399.956,178.715 400.146,177.2 397.868,178.058 397.753,178.646 398.559,177.686 397.054,177.344 \n",
       "  396.663,179.124 395.829,179.952 397.427,179.323 399.729,179.656 398.089,180.727 397.695,180.086 398.366,177.464 397.102,176.59 396.281,176.93 394.929,176.535 \n",
       "  398.126,175.79 398.658,175.929 396.793,175.347 394.449,174.525 396.677,175.914 396.478,175.276 393.81,176.319 395.839,174.962 394.976,174.882 393.768,174.599 \n",
       "  394.602,174.741 394.303,177.524 394.809,176.435 396.069,175.864 396.335,176.689 399.888,176.194 399.728,175.744 397.77,176.183 398.408,174.726 399.075,175.261 \n",
       "  397.048,177.001 394.257,178.652 393.309,179.445 391.369,178.585 392.922,179.329 391.373,181.662 387.061,184.541 389.418,183.029 389.996,183.101 388.686,183.473 \n",
       "  390.768,181.72 392.507,182.384 394.694,182.989 393.604,183.968 395.03,185.204 394.352,184.844 394.667,185.816 394.833,185.459 396.202,186.438 395.479,184.803 \n",
       "  394.476,183.719 395.971,183.773 398.624,185.456 397.99,184.944 397.529,181.929 396.505,181.649 399.193,183.984 398.87,182.477 399.484,181.382 400.685,179.76 \n",
       "  402.138,182.14 402.782,182.711 402.039,182.292 403.205,180 400.998,180.191 399.389,179.141 396.599,176.841 396.605,174.956 395.046,175.448 393.765,175.345 \n",
       "  391.696,174.071 392.146,175.98 392.656,176.96 393.196,178.214 394.367,179.347 395.573,178.301 396.126,179.378 398.731,178.135 397.431,178.655 399.65,177.308 \n",
       "  399.052,179.364 399.677,176.628 400.367,175.435 399.972,175.662 400.294,175.301 400.333,175.778 398.342,176.778 399.297,175.311 396.868,177.068 396.373,178.112 \n",
       "  398.253,174.614 398.068,175.755 395.53,174.581 394.78,175.639 397.389,176.4 398.03,174.685 399.996,176.267 399.201,172.061 397.21,173.358 396.248,171.204 \n",
       "  395.126,170.967 395.135,172.553 396.511,172.755 394.613,172.116 394.115,169.348 391.113,170.102 392.134,168.299 391.224,167.882 393.894,168.797 394.364,170.737 \n",
       "  394.535,171.105 393.398,171.616 394.141,171.748 391.193,171.34 392.076,173.074 393.571,170.565 393.35,170.936 395.961,170.556 397.739,170.756 401.923,173.041 \n",
       "  399.122,173.247 400.468,173.4 400.885,174.043 400.287,175.215 400.871,172.074 400.251,170.59 399.418,170.098 397.627,170.52 397.624,172.033 396.851,172.558 \n",
       "  399.886,172.411 401.197,174.232 399.113,171.857 399.726,173.38 400.192,171.829 398.988,174.19 397.408,172.73 396.823,173.394 395.971,174.8 393.749,173.092 \n",
       "  391.555,173.739 392.257,174.402 393.129,175.41 392.479,175.058 392.679,175.326 393.582,175.149 394.022,173.273 392.417,174.672 391.344,174.597 388.466,174.389 \n",
       "  388.32,174.888 387.163,176.194 386.877,178.144 384.209,179.771 381.928,176.9 384.947,177.264 383.597,178.238 384.118,179.821 381.804,180.389 379.388,181.953 \n",
       "  380.984,181.922 379.485,182.742 380.178,183.008 381.179,183.648 379.176,183.566 379.782,182.358 377.635,186.07 378.482,183.746 379.434,186.186 379.354,185.459 \n",
       "  380.423,186.249 382.362,186.854 384.339,187.013 385.816,189.046 388.743,185.597 388.385,186.611 391.761,186.134 393.873,186.01 393.481,186.193 393.928,185.229 \n",
       "  396.43,186.393 395.25,187.276 395.257,185.951 395.641,187.477 394.878,187.358 394.9,190.208 393.26,189.803 393.069,191.716 394.938,191.672 394.335,190.53 \n",
       "  395.258,190.439 397.778,189.659 398.531,190.196 400.094,191.385 400.431,189.353 400.387,186.811 401.788,186.112 403.489,184.45 403.469,184.646 403.886,182.758 \n",
       "  404.869,182.179 403.573,182.175 402.711,183.3 402.94,182.775 401.422,183.027 401.045,182.289 401.952,182.413 401.893,182.915 401.351,182.49 400.719,180.498 \n",
       "  402.289,179.178 402.806,177.279 403.946,178.028 403.855,179.42 403.593,180.703 403.591,178.756 403.78,179.865 403.281,180.364 405.871,180.245 403.255,178.997 \n",
       "  402.456,179.761 402.212,179.066 400.351,179.116 400.274,178.475 398.109,179.952 398.284,177.017 401.373,175.157 399.413,174.814 397.542,175.688 396.302,177.175 \n",
       "  396.694,178.389 396.191,176.949 396.646,176.618 394.877,176.919 398.819,176.526 399.558,175.316 400.161,174.599 402.621,172.404 404.156,169.602 402.457,169.805 \n",
       "  403.846,170.209 404.327,170.585 404.887,171.371 405.614,172.863 404.756,172.382 402.579,171 402.443,170.596 404.629,172.812 404.786,172.322 406.54,172.487 \n",
       "  408.202,173.986 409.985,173.841 407.675,174.797 407.964,174.36 406.907,171.341 408.44,172.112 405.103,170.603 404.25,171.683 401.967,175.515 400.158,174.9 \n",
       "  399.843,176.221 399.248,175.261 402.355,174.346 400.363,174.699 400.665,176.752 403.514,178.475 400.544,176.712 402.818,175.856 403.644,176.794 403.822,179.084 \n",
       "  401.144,181.073 400.722,180.81 399.65,181.769 400.547,183.53 403.05,184.791 397.457,183.212 394.348,182.658 392.247,182.783 395.318,183.656 396.963,183.151 \n",
       "  395.79,181.931 398.105,181.85 398.51,180.338 398.115,178.954 395.396,178.074 397.3,177.131 397.975,177.331 397.002,176.929 394.654,177.318 395.369,179.42 \n",
       "  395.473,179.489 396.25,179.697 394.839,179.345 395.704,179.699 395.457,180.551 393.558,181.706 395.823,179.37 396.157,179.834 395.176,178.32 393.663,179.248 \n",
       "  394.939,180.665 392.778,180.711 392.159,181.127 393.585,182.808 392.054,182.29 392.688,183.6 391.754,182.679 392.202,184.691 389.656,184.999 392.847,184.667 \n",
       "  391.615,184.202 393.965,184.553 394.873,184.246 396.653,183.125 396.807,182.081 396.488,182.028 395.26,180.362 394.634,180.857 396.23,180.004 395.121,180.304 \n",
       "  395.427,181.581 394.145,182.427 394.321,181.617 396.924,180.153 397.408,179.219 399.812,181.136 401.379,182.539 400.378,182.983 400.018,180.793 401.757,179.772 \n",
       "  402.557,178.506 401.253,179.383 402.428,179.546 401.035,179.625 400.48,177.618 401.835,176.525 402.794,177.779 405.244,178.814 404.887,179.271 404.499,180.613 \n",
       "  405.616,181.601 406.559,181.073 406.843,179.617 406.412,179.771 405.119,180.399 404.582,182.481 406.828,184.397 405.668,185.756 406.445,186.531 402.936,185.318 \n",
       "  404.137,186.349 404.791,185.757 400.709,186.172 399.707,186.656 401.756,188.529 401.858,187.833 399.585,186.797 402.516,189.109 404.191,188.147 404.784,186.052 \n",
       "  403.974,186.813 402.953,187.277 406.051,189.107 407.66,188.211 408.286,189.301 407.59,191.768 406.932,190.835 407.926,192.835 408.129,194.611 409.724,193.207 \n",
       "  410.075,195.652 410.252,197.51 411.116,199.349 413.747,198.218 413.008,199.258 412.197,199.625 413.063,199.876 414.963,200.261 416.323,200.887 417.196,202.178 \n",
       "  418.322,202.962 417.655,202.564 417.767,203.232 421.111,204.46 422.262,203.781 424.749,203.372 427.858,202.751 428.037,200.141 427.696,200.955 426.369,201.863 \n",
       "  425.961,204.098 428.011,202.508 427.489,201.79 426.938,201.729 424.117,204.019 420.266,204.412 419.493,205.957 418.662,205.779 418.062,204.176 418.678,206.284 \n",
       "  418.436,207.554 420.427,205.302 419.954,205.445 420.738,205.585 422.106,205.047 422.878,205.633 422.185,206.801 423.453,207.043 422.892,206.922 421.941,207.032 \n",
       "  420.439,207.936 418.649,210.002 419.302,208.864 418.436,207.653 418.554,210.767 420.407,210.577 418.041,210.735 417.246,211.097 418.087,209.093 416.624,209.339 \n",
       "  416.312,207.192 416.174,207.031 412.868,207.321 414.125,207.116 414.014,209.679 415.515,209.687 414.633,212.151 414.012,213.305 414.581,214.032 413.006,212.984 \n",
       "  415.987,214.131 418.136,215.163 419.764,215.818 419.717,215.113 419.389,216.328 419.032,217.059 417.873,215.441 419.487,215.699 418.094,217.222 417.359,217.791 \n",
       "  418.586,217.481 419.454,217.879 417.457,219.632 418.763,220.09 418.937,219.39 419.243,220.726 420.528,223.06 422.702,223.637 423.131,224.771 424.449,223.941 \n",
       "  424.057,226.268 424.795,223.024 426.067,224.209 425.67,226.161 424.278,225.364 426.07,225.509 425.63,224.543 425.496,222.403 425.585,221.794 425.29,224.715 \n",
       "  426.265,226.025 425.129,224.503 426.907,223.208 427.977,223.321 427.362,223.727 427.509,224.434 426.302,223.997 427.498,224.273 427.093,225.265 426.247,225.716 \n",
       "  426.383,223.839 425.66,223.817 428.082,223.82 427.38,224.081 425.288,223.889 427.09,223.938 425.351,224.792 423.567,222.662 423.725,223.328 423.666,225.209 \n",
       "  423.858,226.438 424.712,226.455 425.56,225.494 426.563,227.447 426.058,225.659 425.891,225.438 427.811,225.37 428.213,225.053 428.567,223.765 429.493,224.191 \n",
       "  431.034,225.91 431.714,227.044 430.407,226.64 428.622,228.659 428.069,228.008 429.306,228.223 431.065,230.146 430.2,229.142 432.285,229.32 430.836,230.507 \n",
       "  432.175,230.042 432.73,229.856 431.296,230.014 432.144,231.53 434.556,232.311 431.724,232.376 434.146,231.203 431.786,232.296 432.453,232.171 434.702,230.351 \n",
       "  433.294,231.104 432.651,229.582 430.859,229.957 429.112,229.556 431.35,228.014 434.918,229.216 434.531,230.709 435.15,228.879 433.376,229.5 433.682,229.16 \n",
       "  434.032,229.437 433.027,231.25 433.307,230.92 431.905,229.952 430.857,231.219 430.364,232.471 428.282,234.743 430.119,234.568 430.84,233.615 430.646,234.586 \n",
       "  433.149,233.365 432.51,233.063 432.065,234.913 428.553,233.327 430.414,234.117 430.046,235.325 430.997,236.775 429.642,237.006 430.388,237.561 431.691,238.573 \n",
       "  432.64,237.462 432.582,236.482 433.469,237.658 432.615,237.703 433.316,237.001 432.84,237.509 432.707,238.592 433.435,237.015 430.866,236.191 427.335,236.336 \n",
       "  425.775,234.534 426.442,238.219 427.348,240.003 426.906,242.538 426.755,243.16 427.149,242.363 428.127,238.816 428.532,236.114 427.404,236.991 427.967,240.083 \n",
       "  426.066,239.146 424.928,238.632 425.626,236.06 425.487,235.296 425.254,234.982 424.622,234.822 425.419,233.892 427.182,234.899 426.499,234.791 426.08,235.689 \n",
       "  426.998,236.512 427.145,237.993 428.441,237.454 427.326,237.863 424.923,239.501 425.18,238.966 427.229,239.576 428.034,241.274 428.686,241.818 429.462,241.166 \n",
       "  432.436,242.157 430.328,241.544 430.048,242.295 430.016,243.341 430.245,241.216 431.548,240.548 431.574,242.497 431.796,243.2 431.469,244.525 430.281,244.664 \n",
       "  430.65,244.26 428.49,246.535 426.715,248.126 426.246,249.372 424.71,250.356 421.79,251.202 423.176,250.463 423.678,251.443 421.961,250.582 424.033,250.156 \n",
       "  422.939,250.104 422.837,248.879 423.938,250.212 423.316,248.886 424.931,248.733 423.898,249.837 423.463,249.914 421.815,249.418 422.099,249.293 420.738,248.228 \n",
       "  421.514,248.411 421.745,247.468 421.545,247.471 420.289,250.769 419.997,247.666 419.845,247.316 419.301,248.843 416.738,245.733 414.637,245.906 415.443,244.365 \n",
       "  416.59,243.106 417.112,246.133 415.7,248.654 415.931,249.131 414.66,250.65 413.87,249.496 414.005,250.624 412.845,250.012 410.213,251.175 409.698,252.51 \n",
       "  410.862,252.061 410.995,254.915 410.524,254.828 411.485,255.304 410.569,254.859 409.274,255.931 408.91,255.165 408.324,257.239 408.756,258.677 408.824,262.071 \n",
       "  408.735,261.115 409.39,261.228 408.642,260.607 408.078,259.666 408.814,260.379 407.997,260.862 407.664,262.879 406.259,261.359 405.908,262.293 405.1,263.9 \n",
       "  402.461,263.486 400.367,264.304 400.976,262.667 399.291,263.528 401.527,264.333 400.402,266.068 399.108,266.435 398.042,267.829 399.658,268.767 399.005,268.708 \n",
       "  400.216,268.365 400.121,266.939 397.789,269.466 399.826,268.951 400.441,270.104 397.731,269.572 397.087,268.105 395.948,267.34 394.069,266.094 393.546,265.39 \n",
       "  392.284,263.64 392.364,261.472 392.274,260.896 390.826,259.673 388.919,257.742 388.262,256.586 388.396,256.122 389.244,256.933 391.104,255.382 389.372,255.545 \n",
       "  388.123,256.265 388.911,256.73 389.776,256.698 388.862,255.626 390.461,254.616 390.968,253.602 391.302,255.176 392.052,255.283 391.641,254.776 390.983,253.466 \n",
       "  390.08,251.746 389.227,250.808 389.352,252.448 391.02,254.197 390.758,256.446 393.588,255.243 394.433,256.427 398.182,256.572 399.746,257.085 401.22,257.701 \n",
       "  401.565,259.152 400.278,259.967 400.671,261.929 400.283,258.214 398.138,259.703 398.775,256.132 397.844,256.144 397.546,254.564 399.671,254.785 397.721,254.662 \n",
       "  396.667,255.515 395.052,256.72 393.881,257.318 395.94,258.444 397.312,256.906 395.893,255.312 393.907,257.128 394.467,256.506 395.867,255.207 395.91,254.056 \n",
       "  396.625,254.184 397.524,257.197 396.986,254.854 396.742,253.274 396.899,255.306 398.148,255.964 397.465,256.374 399.295,255.518 399.024,254.576 400.595,257.159 \n",
       "  399.142,258.205 401.338,255.445 403.702,255.948 402.826,255.595 401.431,254.387 401.581,254.454 400.943,252.576 402.866,252.621 403.672,251.7 403.023,253.327 \n",
       "  401.264,254.079 401.284,252.421 402.836,251.614 402.181,251.155 402.975,252.905 405.672,252.457 406.034,250.202 406.269,250.252 404.582,250.855 404.887,252.103 \n",
       "  405.021,253.421 403.845,254.175 404.045,255.588 404.52,255.751 405.591,256.105 403.851,255.241 405.058,254.687 404.129,255.416 404.705,255.201 406.023,253.305 \n",
       "  403.573,250.668 403.021,250.412 404.488,250.389 403.688,251.607 404.14,252.073 402.483,253.167 403.192,253.025 404.499,254.915 403.432,256.51 401.41,257.893 \n",
       "  399.571,258.138 398.946,255.736 396.073,258.403 394.451,257.024 395.47,254.895 394.89,255.371 395.022,252.542 397.133,251.617 396.625,252.006 399.214,250.313 \n",
       "  398.657,252.52 397.113,251.621 398.254,251.701 398.489,252.418 397.768,251.495 396.835,253.318 398.157,253.653 398.184,251.672 399.839,253.376 400.548,254.273 \n",
       "  403.059,255.941 402.805,257.928 401.155,256.143 401.31,253.737 400.663,253.334 400.702,254.7 400.344,254.331 400.251,253.407 402.171,254.762 403.821,255.567 \n",
       "  405.316,256.111 404.831,256.935 403.791,256.322 403.016,257.314 405.703,259.298 403.47,260.574 404.823,258.363 402.845,259.837 403.129,258.956 402.175,257.405 \n",
       "  400.41,257.499 400.706,258.238 399.985,257.875 400.594,253.922 404.757,255.161 403.5,258.202 403.573,257.376 404.2,256.151 406.432,258.892 406.724,259.683 \n",
       "  405.674,257.799 407.05,259.248 406.744,257.815 405.88,258.133 404.19,259.078 405.245,258.978 404.438,258.972 406.474,256.651 407.712,256.921 407.516,256.812 \n",
       "  410.018,256.706 407.898,255.315 405.936,255.169 409.207,256.21 408.875,256.065 410.446,257.795 408.98,258.883 411.7,258.849 411.57,259.599 412.505,260.22 \n",
       "  412.809,260.809 412.862,260.022 414.435,263.236 417.492,260.439 416.692,262.731 416.927,262.355 420.298,262.701 420.404,262.475 421.297,263.469 420.03,262.811 \n",
       "  417.886,264.823 418.458,266.164 419.901,265.787 418.943,268.065 419.792,265.599 421.756,266.158 422.57,265.886 422.291,266.082 423.232,265.935 425.675,266.18 \n",
       "  425.796,267.247 425.334,268.078 425.264,267.499 425.862,267.835 426.206,269.565 425.096,268.949 425.858,267.712 424.464,266.076 423.785,265.48 424.51,266.215 \n",
       "  424.884,264.744 427.008,266.238 429.148,267.728 426.612,269.265 426.72,269.685 426.099,268.947 426.376,268.828 427.354,268.793 426.27,267.314 427.177,267.3 \n",
       "  428.738,266.594 429.085,264.849 426.623,265.725 425.697,267.385 423.854,266.215 425.039,267.445 426.907,267.508 423.552,267.367 424.218,267.794 425.776,266.468 \n",
       "  426.412,263.273 425.205,261.391 425.131,260.9 424.073,260.521 425.243,261.027 424.686,261.625 423.166,260.734 419.596,259.864 417.891,261.359 415.848,261.976 \n",
       "  415.135,262.716 415.564,264.201 415.22,264.213 413.037,262.681 413.226,260.272 414.42,260.828 415.309,260.776 418.808,261.1 417.264,262.01 418.422,263.262 \n",
       "  418.8,265.203 419.369,263.324 419.202,264.386 417.981,263.791 419.948,261.237 420.813,262.985 421.187,264.584 422.106,266.306 422.682,265.057 423.723,268.371 \n",
       "  425.751,268.531 424.768,267.305 424.771,269.085 425.197,269.25 426.635,272.352 427.938,274.425 431.467,272.948 430.099,273.792 429.66,274.961 428.373,275.39 \n",
       "  427.366,276.078 428.242,275.17 429.021,274.523 428.998,275.027 430.106,275.157 428.929,275.648 426.423,274.282 426.163,275.658 422.936,272.53 423.478,272.541 \n",
       "  424.319,272.229 425.25,272.322 425.228,274.22 424.988,274.213 425.743,275.245 426.278,273.199 426.63,273.393 425.474,272.8 423.373,273.945 420.718,273.89 \n",
       "  419.504,273.397 420.536,272.904 420.124,273.098 420.678,270.252 422.56,269.599 424.687,268.427 424.805,266.97 425.154,268.706 422.573,269.133 421.557,269.877 \n",
       "  423.376,269.97 425.886,270.869 424.729,273.778 424.823,272.939 425.447,276.001 424.609,276.128 424.642,278.991 423.603,278.697 421.53,278.723 419.398,277.367 \n",
       "  419.476,278.245 421.253,277.926 423.041,275.296 421.926,272.893 422.626,273.94 421.006,273.97 422.467,275.264 420.818,273.981 421.825,273.102 421.614,272.043 \n",
       "  422.684,273.108 421.456,273.845 419.515,274.859 421.305,273.15 423.267,274.644 420.575,274.333 421.861,275.525 422.946,273.625 421.81,273.596 421.999,273.24 \n",
       "  420.988,273.609 421.2,273.884 422.68,273.381 423.396,274.385 423.685,272.827 421.709,274.865 423.955,274.97 425.005,275.23 425.501,277.23 425.454,276.301 \n",
       "  423.351,273.802 424.399,274.851 422.888,276.731 424.094,274.358 424.606,273.261 424.154,274.213 425.541,272.08 427.094,271.093 428.533,273.538 431.191,272.592 \n",
       "  433.295,272.273 430.717,271.631 430.529,270.806 431.701,270.21 434.176,272.95 435.067,272.596 433.818,272.994 436.998,271.684 436.007,269.571 438.543,269.168 \n",
       "  437.844,267.027 434.804,269.769 433.24,270.527 434.744,269.384 433.687,267.469 433.429,267.017 435.01,268.156 432.634,268.829 432.559,269.149 431.607,270.81 \n",
       "  432.212,273.123 431.569,273.218 431.528,274.057 434.167,275.006 434.837,274.706 434.19,276.185 435.293,273.801 433.172,272.88 431.322,274.669 430.809,273.058 \n",
       "  434.766,273.451 434.836,274.895 434.685,277.121 437.541,278.595 437.227,280.971 437.831,283.084 437.454,280.776 436.351,281.124 435.392,280.997 435.345,282.512 \n",
       "  436.913,283.451 438.312,284.915 439.557,285.598 437.694,283.993 437.719,283.549 438.793,283.082 440.837,285.323 441.187,282.422 441.54,280.323 442.844,279.559 \n",
       "  443.683,279.261 441.329,278.083 439.84,278.298 437.145,277.755 435.651,278.085 434.469,277.129 431.641,275.557 430.394,275.936 428.51,274.712 427.837,275.349 \n",
       "  425.501,272.915 424.844,272.795 426.461,275.366 426.951,272.861 426.686,272.051 427.309,273.373 425.656,271.874 426.073,272.257 428.176,272.125 428.492,270.357 \n",
       "  428.353,273.941 429.577,274.094 431.849,272.799 433.012,272.911 433.642,273 434.537,272.594 435.086,271.229 434.252,271.363 433.837,271.731 435.182,272.906 \n",
       "  433.106,272.163 432.312,271.83 433.674,272.081 433.911,272.167 433.711,272.872 431.95,273.951 434.363,274.981 433.693,275.71 435.498,275.539 434.001,276.824 \n",
       "  435.756,278.376 434.693,279.284 434.535,280.211 432.338,281.192 433.904,280.673 434.336,279.324 434.012,278.667 432.949,282.017 431.629,280.153 429.358,278.532 \n",
       "  430.002,279.477 429.395,277.772 430.025,276.608 428.457,276.651 428.994,276.248 428.306,276.636 428.896,275.022 425.687,273.702 425.694,273.784 427.283,273.204 \n",
       "  426.986,273.813 426.643,271.558 425.626,271.551 423.835,269.974 420.426,270.88 422.04,271.448 421.139,274.621 419.804,273.516 420.067,273.294 419.967,271.959 \n",
       "  421.732,270.514 423.578,269.274 422.551,269.755 422.645,268.061 423.821,268.352 423.904,268.607 424.424,268.015 425.775,265.755 427.724,266.562 426.666,267.576 \n",
       "  428.686,267.386 431.042,263.191 431.786,263.504 430.36,263.169 429.092,263.489 426.531,263.953 423.515,262.748 425.219,262.004 425.931,262.086 425.398,263.789 \n",
       "  424.881,265.425 426.519,266.143 426.347,267.714 424.204,266.989 424.421,265.619 422.143,268.565 423.411,266.393 422.608,266.213 421.217,263.453 422.496,262.921 \n",
       "  423.834,264.484 421.457,264 423.228,262.731 423.13,261.311 425.447,263.875 426.899,261.518 427.244,262.496 428.66,264.123 428.026,261.952 427.281,260.861 \n",
       "  424.564,261.239 423.455,260.736 423.853,262.435 426.425,261.336 425.777,263.684 424.353,263.096 424.704,265.771 425.194,266.652 426.601,264.46 427.941,263.85 \n",
       "  429.788,263.507 429.499,263.911 429.783,263.315 426.801,263.811 425.996,261.65 427.272,261.565 429.445,262.34 429.624,263.64 431.423,261.433 430.799,261.413 \n",
       "  430.162,260.608 429.617,259.804 428.497,258.655 429.117,259.443 431.452,260.568 430.67,260.856 428.072,259.367 429.209,260.574 428.551,260.419 426.452,261.656 \n",
       "  427.715,264.274 427.517,264.232 428.881,265.963 430.929,263.983 431.971,264.446 428.55,266.456 427.694,267.889 429.088,269.286 431.348,268.91 430.958,268.952 \n",
       "  430.911,269.632 433.407,270.367 434.215,269.282 433.691,270.265 432.415,270.236 430.999,270.621 429.784,271.065 429.772,271.619 430.358,270.83 431.402,271.179 \n",
       "  431.102,270.472 434.993,271.834 434.838,273.581 434.529,273.528 435.886,272.954 435.515,271.719 433.379,272.044 433.209,274.466 433.633,274.578 432.843,273.911 \n",
       "  432.132,273.175 432.883,274.745 432.69,276.818 435.888,274.419 436.261,272.646 436.017,272.489 436.409,272.771 434.434,272.598 432.261,273.204 430.733,273.284 \n",
       "  430.946,273.558 429.356,273.507 429.5,274.062 430.535,274.142 432.916,273.3 432.251,272.994 431.715,272.703 434.078,274.295 434.581,274.572 436.655,274.894 \n",
       "  437.518,273.597 437.138,272.344 439.243,273.906 438.931,276.115 436.401,276.139 437.99,276.179 438.606,277.276 440.983,278.101 440.914,278.279 442.211,277.08 \n",
       "  440.912,281.001 442.285,280.587 441.738,281.442 441.404,278.888 443.083,278.322 440.804,276.76 440.079,276.938 439.397,277.831 439.123,278.651 438.22,278.695 \n",
       "  437.409,279.739 436.238,280.245 438.088,278.85 436.891,279.639 437.728,280.781 436.897,279.813 436.243,279.955 434.792,279.546 433.289,280.68 433.957,277.442 \n",
       "  433.224,275.306 432.748,277.315 431.988,279.393 429.65,276.844 429.023,277.754 428.775,276.105 428.733,277.038 427.847,276.349 426.623,275.349 424.969,274.424 \n",
       "  424.059,272.534 422.888,272.327 422.534,272.712 423.778,273.131 425.629,274.124 426.391,275.428 424.695,274.219 422.869,274.571 423.532,273.853 423.801,272.386 \n",
       "  424.391,272.537 422.131,271.989 421.231,271.874 424.384,271.244 425.396,271.933 426.201,272.954 424.233,273.455 425.254,272.432 425.658,271.845 426.445,273.24 \n",
       "  426.066,274.157 427.502,272.953 428.158,273.136 428.409,273.408 429.424,273.501 427.511,272.415 427.083,272.716 426.663,273.38 425.78,273.962 428.21,277.691 \n",
       "  425.851,276.644 426.895,278.153 425.511,277.225 426.163,276.081 424.086,277.115 425.232,276.162 425.067,274.307 423.948,272.08 423.166,270.502 422.147,270.572 \n",
       "  424.492,270.262 424.968,273.619 425.296,271.44 425.151,272.322 425.086,275.382 426.724,274.723 425.007,272.83 423.095,273.394 422.093,276.87 421.846,274.085 \n",
       "  423.905,272.621 426.842,274.146 427.135,275.198 426.304,274.958 425.846,274.862 429.077,275.107 424.587,274.66 424.125,276.196 423.319,276.401 421.19,279.892 \n",
       "  421.435,279.203 420.722,280.322 420.959,279.516 420.111,278.772 417.666,279.372 418.119,278.349 419.09,277.347 419.344,277.712 420.366,280.237 418.816,278.605 \n",
       "  418.26,280.519 417.893,281.089 417.159,282.242 417.939,282.695 418.042,282.006 416.17,283.002 417.898,283.272 419.159,281.934 421.775,279.977 421.082,283.129 \n",
       "  422.216,282.488 422.007,283.469 423.092,285.251 422.067,284.416 419.27,284.345 421.955,285.06 420.999,285.042 420.996,283.045 419.288,280.629 420.578,279.786 \n",
       "  418.733,278.25 416.834,279.45 417.928,279.39 421.116,278.534 423.751,279.947 425.257,278.473 426.095,278.741 427.949,278.498 425.781,279.687 429.104,281.205 \n",
       "  430.004,282.514 430.996,282.168 429.539,282.997 431.604,285.471 430.36,286.028 431.491,283.63 430.244,284.799 432.669,285.532 432.655,286.017 430.356,286.298 \n",
       "  429.333,283.92 430.905,283.94 430.909,282.719 429.211,280.842 430.047,280.754 430.246,279.896 427.592,278.836 428.055,278.379 429.467,278.238 428.809,277.296 \n",
       "  427.266,278.944 425.613,277.514 425.972,277.21 425.008,278.125 425.791,276.792 426.564,276.536 424.121,275.238 422.774,274.852 424.132,276.453 425.514,276.229 \n",
       "  424.99,274.41 424.788,274.454 423.346,272.327 423.03,272.234 423.619,273.439 425.413,272.669 424.574,274.276 423.73,273.968 425.535,273.6 425.864,274.135 \n",
       "  422.3,273.552 422.849,274.418 420.972,275.922 420.669,275.793 420.422,275.65 419.889,277.64 418.383,278.536 420.31,278.189 419.739,277.599 419.381,279.048 \n",
       "  417.494,280.951 416.586,280.065 417.681,279.69 416.001,276.943 416.564,276.963 417.163,277.66 419.667,276.851 419.693,277.317 419.354,276.756 420.987,276.615 \n",
       "  422.314,275.419 424.85,273.897 424.601,271.872 421.825,270.75 422.456,269.989 425.444,270.087 424.947,268.489 427.172,267.595 427.705,268.989 429.127,270.281 \n",
       "  430.05,271.504 429.824,272.583 428.747,274.197 430.582,275.168 432.431,273.464 432.519,273.947 433.147,276.239 432.986,274.899 429.46,277.713 428.422,277.321 \n",
       "  429.879,277.08 430.512,276.537 430.054,276.406 427.996,276.57 427.153,275.515 427.749,274.372 427.643,275.249 427.299,274.526 428.986,272.459 425.157,272.707 \n",
       "  425.022,272.037 424.999,273.22 425.214,275.421 425.637,277.786 423.809,278.799 425.435,278.132 422.592,278.934 421.398,280.88 422.608,280.592 424.324,280.024 \n",
       "  423.033,279.1 424.85,279.536 426.121,278.85 427.492,278.066 427.843,276.05 430.605,275.093 428.123,273.775 429.701,274.836 430.308,277.688 427.811,277.404 \n",
       "  425.258,278 426.176,277.143 427.706,277.763 426.637,276.436 424.812,276.563 425.633,275.094 425.428,275.63 427.421,273.391 428.908,275.188 431.366,273.651 \n",
       "  430.911,273.645 431.963,275.458 432.398,274.816 430.805,274.015 429.436,273.761 431.469,275.482 432.279,274.837 431.957,274.623 429.46,273.863 428.197,274.092 \n",
       "  429.617,274.374 428.203,275.465 429.169,274.673 430.506,274.436 428.999,274.442 433.418,274.718 432.18,275.469 430.507,277.696 428.682,277.14 426.187,276.699 \n",
       "  427.036,278.593 427.47,279.954 426.645,280.056 427.572,281.1 425.882,280.698 424.989,280.2 427.613,279.365 427.45,280.105 428.012,280.354 427.647,276.426 \n",
       "  428.922,275.15 430.016,275.795 431.952,273.88 431.915,273.21 430.236,274.099 432.242,275.35 433.579,276.4 434.699,275.915 433.58,276.225 434.332,278.831 \n",
       "  433.766,276.024 432.558,275.79 429.826,276.799 428.219,277.575 428.938,278.596 429.724,277.038 430.838,280.503 430.691,281.354 430.018,281.738 428.288,281.332 \n",
       "  429.291,278.646 430.85,277.849 430.923,275.4 428.518,275.889 428.91,274.782 427.298,277.585 428.222,276.996 430.016,276.479 429.874,276.764 430.77,276.468 \n",
       "  427.709,275.756 427.145,276.272 427.419,275.336 425.552,276.322 428.138,275.254 427.149,274.817 427.356,273.303 426.828,272.349 426.289,271.148 428.03,273.161 \n",
       "  429.623,272.258 428.974,272.507 430.342,273.973 430.333,275.132 430.585,274.06 430.286,273.42 430.044,271.968 432.966,271.683 433.915,271.295 431.59,268.477 \n",
       "  433.372,267.231 432.609,266.904 430.243,264.8 430.373,262.963 431.262,261.705 431.111,264.089 430.72,265.534 431.685,266.099 432.167,264.73 433.175,268.288 \n",
       "  433.401,269.102 436.724,269.127 435.522,269.185 434.449,270.721 433.193,272.702 431.653,273.467 431.441,273.308 432.423,273.378 432.793,271.079 433.997,269.449 \n",
       "  433.732,269.764 432.083,269.364 431.408,268.666 432.208,268.424 430.471,268.289 428.522,267.57 430.262,269.162 429.771,269.116 429.847,269.362 430.644,268.107 \n",
       "  430.104,268.606 429.466,267.71 431.07,269.437 429.104,269.229 428.231,269.615 428.391,269.494 430.215,266.193 432.784,267.583 432.744,267.055 432.645,265.549 \n",
       "  433.657,262.41 431.518,261.777 431.489,260.604 431.737,261.501 429.206,261.429 427.792,260.18 427.268,259.686 424.384,261.311 421.23,260.87 421.928,262.679 \n",
       "  423.328,262.894 422.268,263.74 422.13,264.977 420.919,263.981 422.118,262.705 420.441,262.602 419.842,261.575 417.599,261.077 417.627,262.16 415.685,263.824 \n",
       "  416.606,264.619 415.676,264.249 418.512,263.939 420.327,261.784 419.921,259.994 418.725,259.434 419.208,260.549 418.131,261.686 418.815,260.607 417.184,259.525 \n",
       "  415.635,258.681 418.199,259.055 418.365,260.865 416.923,260.669 413.581,259.842 412.802,260.729 413.854,261.188 413.643,260.79 413.894,258.939 413.549,258.612 \n",
       "  414.749,258.697 415.576,258.068 417.406,258.71 419.485,259.795 419.742,261.002 418.458,260.163 418.545,261.666 420.16,261.216 421.616,260.286 423.466,259.476 \n",
       "  421.83,261.373 419.755,262.03 418.616,263.241 419.35,263.967 417.065,264.203 417.482,265.229 419.923,265.076 419.073,265.727 417.167,264.836 414.15,264.642 \n",
       "  415.532,263.527 416.035,263.497 414.222,264.196 415.661,263.841 418.228,265.391 415.881,266.862 418.62,268.646 418.709,267.991 417.342,266.449 415.352,266.964 \n",
       "  415.487,266.094 415.182,265.398 415.342,262.958 413.446,262.168 412.125,264.349 412.335,264.093 413.852,263.327 415.185,261.832 416.111,261.236 414.609,262.415 \n",
       "  416.85,262.301 416.677,263.616 414.998,263.442 416.146,260.721 417.423,261.115 415.745,261.475 414.15,263.63 416.624,263.291 413.459,263.715 411.122,262.781 \n",
       "  411.102,263.501 412.569,262.172 411.988,261.903 410.815,263.329 410.601,262.45 410.556,262.344 408.969,264.082 406.906,264.023 407,264.496 409.825,264.187 \n",
       "  409.649,263.815 411.331,265.89 412.282,267.763 410.599,268.781 414.256,269.488 412.714,270.537 412.57,272.98 409.245,274.631 407.455,271.014 408.694,270.794 \n",
       "  410.766,269.76 410.062,270.44 412.881,270.394 412.825,269.611 412.021,269.915 414.259,268.952 413.982,269.773 414.054,269.85 414.894,271.983 417.829,271.506 \n",
       "  415.115,271.2 413.262,273.344 413.413,273.115 411.942,271.414 411.328,271.546 411.703,270.742 410.984,271.731 410.563,270.172 411.161,270.016 411.704,272.655 \n",
       "  409.926,271.486 409.768,273.192 411.58,272.892 412.926,274.272 415.09,276.074 416.876,275.909 417.542,276.147 416.567,279.457 416.078,280.345 413.78,280.258 \n",
       "  414.425,278.563 411.983,279.845 409.19,278.952 410,279.384 407.42,279.078 408.145,276.961 408.074,276.33 407.882,275.473 411.109,273.842 410.064,271.505 \n",
       "  409.703,270.893 408.141,269.974 406.752,270.608 404.862,272.548 404.854,270.955 407.65,272.334 407.124,270.968 405.744,270.037 407.506,269.072 407.897,268.079 \n",
       "  408.423,264.505 406.638,263.789 407.046,262.324 404.607,262.089 404.375,260.334 402.444,260.89 402.543,260.039 404.809,260.689 402.506,262.638 399.985,260.761 \n",
       "  399.77,258.502 400.995,259.292 401.477,260.351 400.161,260.873 400.864,261.667 401.912,261.383 404.236,259.48 407.07,258.255 407.17,257.259 405.234,254.542 \n",
       "  403.585,255.366 405.497,254.784 405.241,254.259 405.763,255.544 406.03,254.67 406.177,253.276 408.495,253.645 408.13,253.266 410.659,256.409 413.728,255.531 \n",
       "  412.697,255.281 413.019,255.632 413.311,256.856 413.72,257.543 415.347,257.116 415.21,258.142 412.477,261.329 411.743,262.003 413.116,261.353 412.257,262.896 \n",
       "  410.246,264.489 409.46,264.683 409.564,262.927 412.45,263.264 411.937,264.696 411.816,262.087 415.434,261.034 414.725,261.725 416.548,263.194 416.696,262.371 \n",
       "  415.498,263.798 413.388,264.415 412.499,264.598 411.448,264.001 411.254,263.027 410.108,258.682 410.076,259.176 411.631,259.975 413.003,257.463 413.766,256.06 \n",
       "  414.686,256.957 414.709,256.509 416.231,256.063 417.076,254.608 416.541,253.899 416.133,254.141 418.077,254.196 417.758,253.279 417.71,254.776 420.078,254.594 \n",
       "  418.899,254.351 417.326,255.883 415.714,254.793 417.935,254.646 419.801,257.074 420.378,256.37 418.831,254.414 419.436,255.929 419.969,255.59 422.584,253.549 \n",
       "  426.572,254.752 425.655,254.732 425.658,251.961 424.98,253.173 422.666,253.942 420.934,253.922 420.176,251.89 419.323,252.739 418.876,252.732 418.374,255.464 \n",
       "  416.263,256.696 417.197,256.64 417.432,256.447 416.422,256.813 418.523,257.435 419.92,258.942 420.445,259.387 418.962,257.261 418.497,258.937 419.255,259.683 \n",
       "  419.403,256.812 420.618,258.563 418.131,259.631 417.957,263.522 418.217,265.912 416.021,266.366 415.647,265.372 414.688,265.31 415.907,264.537 415.153,263.351 \n",
       "  416.645,261.901 416.785,259.97 419.892,258.155 417.812,257.217 418.886,257.125 420.153,255.373 416.975,257.13 416.2,258.827 415.853,257.488 416.141,259.177 \n",
       "  417.769,259.178 416.613,259.617 415.2,261.023 414.196,263.165 414.474,262.469 414.132,264.086 415.161,265.534 417.03,264.869 417.119,265.754 415.559,263.689 \n",
       "  416.104,262.111 413.594,262.42 413.132,261.204 413.222,258.836 412.313,257.018 412.668,258.512 414.44,258.114 414.707,258.615 416.033,258.09 414.701,259.437 \n",
       "  415.282,259.636 417.476,260.237 419.829,260.406 419.307,260.026 418.219,261.081 419.587,260.308 418.926,260.607 418.229,260.578 416.827,259.852 417.46,261.46 \n",
       "  415.232,262.218 413.778,263.421 414.588,265.506 411.636,265.5 411.55,264.498 410.418,264.529 409.83,263.103 411.224,263.076 410.902,261.349 411.907,262.349 \n",
       "  412.801,262.306 410.303,265.18 409.628,264.704 410.416,262.534 411.073,261.547 410.928,262.122 409.522,262.273 410.765,262.61 410.496,263.08 411.23,265.724 \n",
       "  410.171,267.27 410.539,268.572 410.174,266.951 412.784,268.246 411.468,266.721 410.685,267.149 411.063,265.508 412.124,265.889 411.311,263.93 412.227,264.931 \n",
       "  413.065,266.751 412.964,268.176 412.857,268.604 411.071,269.604 414.06,267.82 414.004,265.564 415.274,267.496 413.478,267.563 412.5,268.292 412.395,269.053 \n",
       "  412.485,267.598 409.133,266.965 411.243,267.604 408.606,266.979 408.109,265.938 405.501,266.106 409.11,268.371 408.155,270.782 405.778,270.497 405.348,271.692 \n",
       "  406.795,273.106 405.528,272.694 404.727,271.34 405.158,269.283 406.42,267.497 407.013,272.452 407.319,275.65 406.386,276.552 405.72,274.654 403.58,273.673 \n",
       "  406.516,273.235 407.34,270.806 406.512,269.524 405.337,270.593 406.699,269.404 405.737,268.092 404.417,266.439 402.431,264.132 404.065,266.917 406.944,268.4 \n",
       "  405.333,270.395 405.087,270.411 404.942,270.271 404.052,269.681 407.026,269.172 407.951,267.722 406.051,266.309 406.299,266.604 406.474,266.761 404.613,267.443 \n",
       "  403.336,266.843 407.033,264.565 407.309,265.601 407.003,263.883 408.965,263.866 408.634,263.653 408.602,262.764 409.857,262.175 412.982,262.572 412.385,263.211 \n",
       "  411.185,265.91 409.427,267.294 408.862,266.485 408.075,268.913 408.177,268.772 411.344,267.78 412.023,266.553 411.585,267.601 410.567,270.672 412.968,268.413 \n",
       "  414.04,268.039 413.73,270.749 413.655,268.274 414.38,265.966 416.479,264.781 413.924,265.732 413.25,263.211 412.267,263.895 410.581,264.504 410.907,263.203 \n",
       "  412.173,262.977 410.945,262.84 411.874,263.648 411.842,263.692 411.562,264.187 411.766,265.383 414.513,264.856 417.193,266.238 416.922,267.004 417.149,266.338 \n",
       "  416.483,265.317 417.278,265.806 418.711,267.896 417.989,265.916 418.217,262.582 416.845,260.778 419.189,259.313 419.49,259.145 421.187,259.939 421.753,260.621 \n",
       "  418.37,259.012 415.711,259.513 414.887,260.006 414.904,262.225 414.917,260.073 415.693,261.095 416.991,261.707 413.725,260.912 414.617,260.206 416.056,260.686 \n",
       "  417.189,260.47 418.004,258.595 417.78,257.389 417.558,255.677 414.969,254.366 415.086,254.405 416.94,254.78 416.793,254.886 416.746,256.248 417.101,257.634 \n",
       "  418.847,258.748 420.269,259.267 422.261,258.843 424.066,259.13 423.637,262.208 427.083,262.411 423.769,263.229 423.869,263.232 422.135,265.877 420.871,266.664 \n",
       "  419.785,267.308 420.856,269.175 420.679,270.92 420.686,270.255 423.45,269.747 424.172,270.832 420.747,272.559 419.918,272.415 417.962,271.468 415.933,271.673 \n",
       "  415.147,272.168 413.815,275.427 413.66,278.41 414.85,276.247 413.175,276.223 416.316,277.465 413.136,276.391 412.909,276.039 413.479,274.382 414.378,273.657 \n",
       "  414.131,274.239 413.187,275.197 412.821,273.612 414.266,271.502 414.365,270.568 414.25,268.488 415.383,267.855 415.096,270.925 416.961,268.788 416.829,268.68 \n",
       "  415.904,268.789 413.731,269.1 411.26,271.104 411.812,271.681 412.86,272.4 412.945,273.052 414.423,272.574 413.404,273.454 414.35,273.862 412.699,273.051 \n",
       "  412.678,274.484 410.143,274.762 410.766,276.238 408.546,276.005 410.364,277.934 409.411,276.725 408.979,277.473 407.538,275.642 406.02,274.745 405.584,275.118 \n",
       "  407.267,275.276 407.537,273.863 408.141,274.804 409.218,273.52 411.147,273.446 412.898,271.593 412.252,271.19 413.653,268.907 414.503,273.448 413.927,271.759 \n",
       "  415.558,271.467 416.368,270.742 414.863,271.313 414.585,269.862 414.336,271.473 415.811,272.36 416.724,269.096 416.012,267.721 418.336,266.767 417.652,266.078 \n",
       "  416.502,264.194 411.551,264.304 415.062,261.778 415.261,260.678 414.714,256.767 414.845,258.06 414.148,259.329 411.406,258.071 410.994,258.792 409.901,260.227 \n",
       "  407.116,257.185 408.021,257.816 405.837,259.002 405.538,260.012 403.677,260.748 404.999,259.104 405.261,259.155 406.11,258.975 404.409,258.743 402.848,257.522 \n",
       "  405.743,257.921 403.899,259.184 406.229,257.826 407.638,254.996 406.5,257.718 406.939,256.761 410.621,255.959 411.626,254.076 412.004,254.698 413.026,254.576 \n",
       "  413.966,256.078 413.863,255.606 412.724,256.714 412.87,256.758 414.275,257.02 415.683,258.278 414.76,254.74 413.923,253.483 416.603,253.088 418.2,255.645 \n",
       "  417.285,256.668 416.761,255.288 417.945,255.019 417.233,255.537 417.527,253.623 419.099,256.185 419.858,255.711 419.659,255.972 420.611,258.393 419.554,257.059 \n",
       "  419.978,256.127 418.944,252.44 419.323,252.092 421.147,252.631 421.326,250.53 421.556,253.51 421.612,253.681 424.047,254.296 425.034,254.274 426.033,254.542 \n",
       "  425.57,254.72 426.794,252.53 427.939,251.685 427.267,251.126 425.587,252.298 426.988,253.417 425.549,255.314 428.417,252.569 429.452,252.8 431.733,251.392 \n",
       "  435.175,252.903 433.7,250.864 437.14,249.537 437.611,251.17 436.29,253.719 435.527,251.553 435.996,251.511 434.291,250.42 432.943,250.196 434.863,248.607 \n",
       "  434.768,249.134 435.214,248.042 436.007,250.498 434.335,250.771 433.884,250.265 432.367,251.012 431.8,251.141 432.834,250.467 432.542,248.963 433.298,245.902 \n",
       "  431.929,245.183 432.671,246.651 434.011,246.063 433.018,244.933 433.905,245.343 432.086,245.468 433.398,244.727 434.682,245.189 436.287,246.13 436.068,246.615 \n",
       "  434.714,248.836 435.266,249.083 435.658,251.419 435.997,249.839 434.473,251.2 433.383,253.609 433.246,253.49 434.915,253.868 434.942,252.426 432.446,253.849 \n",
       "  429.879,254.413 430.794,254.314 432.388,255.086 432.95,253.878 433.005,253.194 431.865,253.714 433.038,254.425 431.137,255.342 429.027,254.283 429.248,255.576 \n",
       "  430.523,254.189 427.913,252.105 426.379,251.873 425.874,250.146 426.976,251.665 426.201,251.734 425.372,249.956 426.369,250.73 426.307,250.314 424.771,250.877 \n",
       "  423.859,247.648 423.67,248.178 424.627,250.532 422.573,251.045 422.289,251.739 423.605,251.685 420.468,250.511 421.979,250.455 423.054,248.356 423.799,248.825 \n",
       "  425.727,250.961 425.826,250.27 425.487,251.348 424.573,251.515 426.054,250.5 427.816,248.825 427.43,249.099 428.646,250.032 428.345,249.926 425.854,250.223 \n",
       "  428.952,251.843 429.644,254.113 431.326,254.657 432.933,256.299 434.249,256.438 432.705,257.36 432.997,256.48 432.392,256.902 433.717,255.905 434.77,257.262 \n",
       "  434.724,256.467 436.743,255.327 437.709,254.413 440.202,255.703 442.262,255.143 440.52,256.48 440.032,258.208 437.852,256.335 439.515,256.648 439.031,256.801 \n",
       "  438.955,258.002 438.56,258.705 437.775,259.503 438.155,258.88 440.674,258.199 441.215,257.061 440.336,258.019 443.901,258.399 443.661,260.953 442.238,260.577 \n",
       "  442.255,261.457 442.079,263.245 438.1,265.743 436.808,263.864 437.617,266.387 434.281,265.631 435.886,265.028 436.384,263.321 436.903,262.918 436.524,261.913 \n",
       "  436.391,261.011 436.091,262.924 437.013,264.25 435.552,262.015 436.189,261.914 438.405,262.045 439.31,262.882 441.535,261.097 439.759,259.384 439.564,260.452 \n",
       "  438.426,261.875 438.082,261.902 438.475,262.126 440.315,262.139 440.266,261.851 439.061,261.944 438.865,259.415 438.55,261.186 437.665,263.108 439.139,263.916 \n",
       "  435.288,264.612 437.577,262.906 439.144,262.888 438.757,261.88 437.826,262.872 436.584,263.539 437.333,264.295 437.556,264.79 438.239,264.516 436.084,263.958 \n",
       "  432.879,264.519 434.853,264.476 433.316,264.611 430.438,265.105 429.956,265.409 431.315,264.655 428.491,264.7 429.536,267.307 429.535,266.541 428.175,265.425 \n",
       "  428.733,266.004 428.995,266.001 427.657,268.55 429.016,267.775 427.771,269.081 429.735,268.881 429.131,266.693 428.735,268.45 426.413,266.653 425.012,265.533 \n",
       "  423.345,265.894 424.367,264.245 428.946,264.262 428.427,264.93 427.31,264.966 427.476,261.746 428.959,260.856 427.889,260.187 430.029,258.904 428.515,257.452 \n",
       "  426.872,258.449 426.09,261.004 428.289,260.123 428.994,261.409 426.479,260.633 424.721,263.596 425.446,262.542 425.598,262.108 425.2,262.032 424.499,261.651 \n",
       "  425.335,259.165 427.341,257.647 428.257,259.055 427.632,258.875 427.29,258.712 427.469,257.642 427.111,256.602 426.673,257.973 428.481,255.605 428.541,255.284 \n",
       "  427.889,255.776 426.201,255.985 426.901,254.963 425.902,255.512 425.156,254.492 426.219,254.505 425.492,254.513 427.009,255.556 424.613,256.243 423.379,257.314 \n",
       "  422.36,257.34 421.749,257.503 423.279,256.589 424.73,257.517 426.985,258.742 429.966,256.453 430.126,253.913 430.438,253.466 429.177,254.773 429.784,254.442 \n",
       "  430.107,255.986 428.363,256.268 427.856,256.783 429.917,256.677 430.042,256.301 429.491,256.468 431.143,255.119 430.185,254.566 427.236,253.142 425.963,251.468 \n",
       "  425.704,250.769 426.697,250.433 424.835,248.582 424.736,249.18 425.248,248.22 427.026,248.225 425.106,247.239 425.409,244.411 423.794,244.342 422.157,245.265 \n",
       "  419.312,244.177 419.186,244.11 418.12,245.433 418.615,243.506 419.335,243.868 422.735,241.849 422.011,242.601 422.28,242.418 422.81,241.912 421.775,242.934 \n",
       "  423.692,243.09 423.005,244.538 421.669,246.507 423.357,246.236 420.376,247.666 420.849,248.796 422.079,248.763 422.588,248.691 423.196,247.91 423.212,247.304 \n",
       "  422.128,246.322 423.174,247.241 422.53,246.129 423.711,245.47 425.026,243.01 422.889,242.613 419.89,242.118 420.408,242.922 419.04,244.185 419.412,245.321 \n",
       "  419.967,245.454 419.55,247.249 418.177,245.23 418.251,246.369 417.343,245.575 418.395,242.659 415.971,242.418 415.112,244.097 415.869,245.377 414.316,243.993 \n",
       "  415.177,242.323 413.908,241.63 413.787,241.576 414.867,241.64 414.826,241.811 412.361,241.357 414.681,240.733 413.091,240.299 413.878,240.362 415.75,242.117 \n",
       "  414.579,244.722 413.24,244.643 411.151,246.194 410.632,246.56 411.696,248.688 411.741,247.869 411.438,249.008 410.498,250.699 409.734,250.434 410.19,252.661 \n",
       "  411.475,253.63 410.742,250.782 409.576,249.987 410.412,249.637 411.301,247.636 410.709,250.355 410.356,250.898 409.023,250.123 409.863,250.692 407.83,253.797 \n",
       "  407.898,254.866 405.706,255.205 407.742,254.16 408.36,252.847 410.558,254.312 411.31,254.041 413.304,255.937 411.716,255.666 407.176,255.746 407.755,254.939 \n",
       "  409.425,251.698 408.872,251.024 409.09,252.658 409.901,251.932 410.428,250.025 408.489,248.679 408.001,248.829 408.349,248.198 408.271,249.632 409.722,251.349 \n",
       "  408.16,250.624 405.646,249.898 405.189,247.906 403.549,247.842 406.112,249.027 405.655,248.592 407.121,249.954 403.896,248.657 406.812,250.92 406.162,250.47 \n",
       "  405.459,253.052 406.351,252.156 407.724,253.878 407.195,255.178 407.097,255.058 404.464,254.922 406.579,252.373 406.609,250.601 405.702,252.239 404.928,252.627 \n",
       "  403.612,251.693 400.68,251.968 401.823,249.729 402.692,251.432 404.083,250.903 405.074,250.161 403.976,249.625 403.63,249.333 405.376,248.411 405.224,248.068 \n",
       "  403.645,249.239 403.379,247.867 404.616,246.699 405.572,248.243 406.311,249.851 407.263,249.079 406.866,248.105 405.326,248.795 405.585,251.035 404.033,251.826 \n",
       "  403.514,252.419 401.137,253.165 401.28,252.649 398.267,251.525 397.827,250.95 398.162,251.012 399.917,250.797 397.622,249.732 398.684,248.015 399.035,248.15 \n",
       "  399.138,250.01 401.642,250.985 402.356,251.223 402.943,250.471 404.931,250.826 402.704,250.038 403.218,250.197 402.132,249.033 403.024,249.828 402.927,251.748 \n",
       "  403.099,252.071 401.849,251.486 402.562,252.218 404.503,252.173 404.434,253.614 406.664,253.574 409.105,252.869 409.165,253.934 410.281,253.503 406.588,254.48 \n",
       "  405.249,254.272 403.359,253.431 400.708,254.706 400.894,252.904 401.863,250.32 403.391,251.005 403.118,248.624 399.877,251.049 400.158,253.59 399.683,252.435 \n",
       "  399.439,251.87 399.411,251.24 399.515,251.057 399.099,250.074 397.123,252.058 394.943,250.46 392.112,250.563 393.514,249.828 394.785,246.333 394.766,246.671 \n",
       "  392.865,246.745 393.341,245.622 391.133,246.416 393.903,246.294 397.022,244.786 395.309,242.146 395.261,241.659 397.076,240.656 397.386,239.722 395.928,240.116 \n",
       "  395.622,239.023 394.545,239.871 393.273,241.073 393.549,241.501 395.909,241.611 397.244,241.541 398.918,241.038 401.285,239.797 401.167,238.538 399.929,237.216 \n",
       "  398.221,236.469 396.708,237.176 399.51,236.817 399.534,237.907 399.948,236.997 399.606,236.339 399.457,236.054 399.488,234.717 400.907,236.692 398.6,237.84 \n",
       "  397.815,238.222 397.874,238.2 396.762,238.281 398.47,237.544 399.056,236.902 399.048,236.884 401.294,236.237 401.602,237.281 403.5,235.471 403.217,235.715 \n",
       "  406.506,235.571 406.651,235.026 406.244,233.836 405.753,234.991 405.237,235.244 404.723,234.341 406.362,234.325 405.292,236.035 406.282,239.659 407.483,238.144 \n",
       "  408.375,240.008 410.795,239.772 408.739,241.486 406.607,239.954 405.939,237.207 405.592,235.817 403.667,236.071 401.493,235.267 401.521,237.235 400.503,238.813 \n",
       "  401.062,238.369 400.341,236.695 402.149,238.409 402.5,238.673 403.619,239.599 402.638,240.461 403.042,239.941 402.709,240.33 401.025,240.554 401.557,238.382 \n",
       "  400.137,240.034 397.351,240.384 396.278,241.721 398.429,242.218 398.299,242.929 398.633,244.497 399.874,244.178 398.18,244.326 397.723,243.65 400.483,243.635 \n",
       "  399.194,243.31 401.092,242.262 399.02,244.347 398.61,242.435 399.245,241.544 400.069,242.866 400.633,240.892 398.143,238.161 397.528,239.255 394.083,237.132 \n",
       "  392.66,235.101 390.696,234.089 389.4,235.422 389.443,238.582 388.926,241.409 388.095,243.378 386.449,242.168 384.363,243.119 387.749,242.81 385.926,239.646 \n",
       "  387.63,240.011 387.206,241.319 387.126,242.177 385.569,240.682 385.03,237.3 384.143,239.212 383.84,236.791 385.525,235.708 386.436,235.768 386.177,232.262 \n",
       "  386.784,230.778 387.178,230.332 388.376,229.061 388.922,228.965 388.428,227.594 386.398,227.966 388.75,225.169 387.557,226.672 386.656,228.044 382.739,228.836 \n",
       "  380.816,226.818 378.851,225.045 377.432,225.189 375.034,222.882 374.857,221.672 371.906,223.686 371.312,224.467 370.876,225.787 370.652,228.092 370.55,228.816 \n",
       "  371.379,229.173 370.079,229.378 369.732,229.086 370.892,227.808 370.493,228.386 370.765,227.571 371.143,227.003 370.79,227.113 373.624,226.7 374.542,224.696 \n",
       "  374.655,223.956 372.681,223.787 371.134,221.786 373.702,219.358 375.626,219.353 377.396,217.919 377.417,215.865 376.515,215.104 373.876,214.478 377.153,212.859 \n",
       "  378.929,215.489 379.564,214.564 376.935,212.952 375.622,213.759 374.345,214.085 374.031,213.228 372.997,213.238 372.815,212.42 372.363,213.447 373.142,214.586 \n",
       "  372.048,211.59 375.13,210.58 375.499,210.028 374.182,210.055 373.717,210.136 373.488,210.046 372.322,211.854 374.7,213.275 374.289,215.259 373.203,215.081 \n",
       "  374.719,215.925 375.322,215.046 376.699,213.17 374.658,212.96 373.642,216.023 374.264,216.475 376.583,214.233 374.874,216.464 375.871,216.966 377.319,219.443 \n",
       "  376.928,219.895 376.606,221.512 378.541,222.489 379.627,222.14 378.96,222.576 377.646,221.751 376.161,221.716 377.097,221.754 376.911,220.097 376.538,219.469 \n",
       "  375.644,221.596 375.38,221.269 374.643,221.006 374.469,222.115 374.691,221.183 375.914,220.004 374.304,218.872 376.984,215.687 374.598,216.904 375.715,216.954 \n",
       "  374.249,214.491 374.609,216.065 374.576,217.021 371.796,215.052 372.966,216.48 371.814,217.764 370.449,216.074 369.532,214.982 369.405,213.252 367.85,212.255 \n",
       "  366.534,210.963 370.302,209.599 368.778,207.512 367.911,209.301 366.363,209.644 365.351,208.743 365.755,210.533 362.319,211.993 363.367,214.449 362.677,211.635 \n",
       "  362.006,211.87 361.861,211.083 362.716,210.164 363.709,210.588 360.368,209.732 359.564,208.669 360.626,207.683 360.374,206.232 357.94,207.926 357.34,208.166 \n",
       "  360.42,210.295 359.463,212.446 357.074,211.857 357.482,209.401 355.943,206.454 355.207,206.951 355.505,206.226 356.208,206.955 354.493,204.91 355.801,204.447 \n",
       "  356.458,203.593 358.226,203.935 358.755,202.947 357.125,203.667 355.129,204.4 355.081,203.316 353.353,202.688 352.993,205.359 349.929,202.374 348.733,202.748 \n",
       "  348.723,201.512 350.236,201.051 350.705,202.334 349.647,200.004 348.9,199.568 348.338,198.637 350.989,196.958 352.45,198.885 352.182,198.792 349.832,197.789 \n",
       "  349.124,195.454 348.072,195.373 348.25,193.519 347.4,193.63 348.116,190.731 348.144,191.373 349.28,191.087 348.987,189.511 347.327,186.793 347.541,188.533 \n",
       "  350.752,190.063 349.443,191.147 349.771,188.699 349.615,187.916 349.282,188.516 351.105,185.754 347.329,186.563 345.09,187.651 346.738,189.992 344.852,192.286 \n",
       "  346.875,191.273 344.308,191.646 346.255,191.275 343.258,191.279 344.719,189.395 343.329,191.336 347.36,192.637 349.032,194.756 348.449,194.374 346.915,195.018 \n",
       "  346.976,193.68 347.52,191.636 346.938,192.653 346.562,191.15 346.438,190.422 346.447,191.862 348.994,190.901 347.179,190.589 347.525,191.906 345.224,192.529 \n",
       "  344.453,192.832 342.698,193.838 340.075,196.177 342.068,195.932 343.109,195.907 343.55,195.48 343.666,193.427 342.732,193.686 343.834,193.725 342.621,195.452 \n",
       "  344.381,196.43 343.62,196.288 343.185,194.189 342.136,193.381 344.669,192.734 343.726,193.719 341.602,193.928 341.662,194.113 339.065,195.183 340.443,197.945 \n",
       "  341.693,200.403 340.777,198.354 339.738,198.532 337.503,199.28 336.542,197.978 334.091,195.255 330.631,196.324 331.433,196.823 331.312,194.427 330.97,194.096 \n",
       "  329.889,195.347 332.447,195.013 330.812,192.747 330.958,192.398 330.921,191.47 332.603,191.32 333.666,193.05 332.895,193.88 334.271,193.674 334.431,194.655 \n",
       "  332.747,194.76 333.397,195.395 332.845,193.459 333.578,196.041 332.899,194.287 331.508,194.139 328.83,190.777 330.718,193.036 331.156,194.843 332.135,195.719 \n",
       "  334.32,196.827 336.03,196.898 334.568,195.827 335.502,197.103 334.531,196.593 334.816,197.453 336.953,199.447 337.492,198.941 335.929,198.146 336.792,200.22 \n",
       "  337.887,197.088 337.812,198.078 336.197,199.453 336.971,201.382 337.112,200.793 338.946,203.139 336.924,206.344 336.626,206.221 335.144,203.467 337.243,202.059 \n",
       "  337.397,202.448 336.432,202.894 335.071,201.981 332.796,203.07 333.256,204.493 334.852,203.331 333.109,202.164 333.795,202.438 332.655,200.766 332.702,201.631 \n",
       "  333.106,203.272 332.688,203.292 331.6,203.712 330.703,201.767 332.425,200.313 334.844,199.472 336.246,199.972 335.382,198.717 333.62,200.411 332.558,203.763 \n",
       "  333.188,205.298 334.667,206.442 332.713,206.893 333.529,205.998 333.966,203.063 332.603,202.547 334.164,203.728 334.388,200.613 333.643,201.933 332.044,202.541 \n",
       "  334.612,204.71 335.068,203.087 333.314,203.189 334.295,203.941 334.651,204.926 335.876,202.99 337.5,202.824 335.969,203.24 336.703,201.975 339.811,203.83 \n",
       "  338.95,204.655 339.642,204.112 343.067,203.185 343.552,205.046 343.276,205.44 341.975,205.696 341.245,206.523 339.821,206.273 339.849,206.594 341.44,208.642 \n",
       "  342.038,205.815 342.367,205.192 342.782,206.19 345.066,205.998 344.098,204.23 345.204,203.508 346.17,201.423 347.612,200.911 348.057,200.268 345.617,200.442 \n",
       "  346.945,199.216 349.191,200.083 351.744,200.268 350.355,199.499 350.383,199.261 352.257,197.717 353.536,198.962 354.835,199.421 353.696,196.751 352.607,199.245 \n",
       "  352.003,201.121 352.833,199.866 354.365,201.81 354.152,200.815 352.853,201.84 351.945,202.322 353.818,203.039 354.309,201.787 353.097,201.885 353.854,202.102 \n",
       "  349.098,201.256 346.261,199.93 346.947,200.227 348.4,200.173 349.046,199.998 348.817,198.47 350.007,199.109 348.777,201.028 350.514,201.457 352.118,200.419 \n",
       "  350.278,200.315 349.541,203.982 349.36,203.476 349.917,201.667 347.382,199.174 346.522,201.751 347.336,201.837 348.145,200.913 345.842,203.498 346.537,203.061 \n",
       "  349.258,203.214 351.25,203.269 350.404,202.088 349.618,202.669 348.964,202.08 350.222,202.451 349.453,203.826 348.466,206.646 348.848,206.791 349.639,207.751 \n",
       "  351.092,206.87 351.383,209.306 351.26,208.698 351.935,206.876 352.936,208.584 354.927,209.18 354.455,208.24 354.685,208.405 353.875,210.36 352.715,209.024 \n",
       "  353.88,210.27 354.39,211.247 354.682,210.321 355.35,209.153 355.731,209.413 356.525,209.189 354.036,211.52 355.54,210.469 355.15,210.5 352.446,211.619 \n",
       "  348.398,210.082 346.391,208.699 347.148,210.163 346.429,210.803 346.723,208.482 347.57,208.766 345.075,208.586 344.435,206.658 344.263,206.281 343.953,204.942 \n",
       "  344.61,202.914 345.327,202.652 343.077,200.034 343.194,199.595 344.366,199.314 344.679,197.334 342.663,198.064 340.619,198.19 339.956,197.45 340.402,196.514 \n",
       "  339.012,195.978 337.675,195.315 340.673,193.32 338.556,193.416 337.745,192.598 338.879,194.605 340.431,195.158 340.614,195.278 339.614,191.904 337.06,192.244 \n",
       "  336.744,191.666 334.885,191.655 337.989,187.587 337.762,186.574 336.824,188.698 336.342,186.382 335.559,185.63 335.97,186.898 335.246,185.844 332.884,185.558 \n",
       "  330.826,185.183 330.704,185.054 330.416,184.301 328.902,182.632 328.704,182.083 328.161,183.692 330.129,184.033 329.815,185.124 329.713,186.443 332.926,185.066 \n",
       "  333.296,183.893 332.42,184.749 331.204,182.884 329.867,180.103 330.147,181.098 328.737,181.234 330.332,180.863 329.655,179.86 329.118,178.965 330.411,179.664 \n",
       "  330.612,179.389 328.785,178.211 329.081,177.748 331.01,179.101 330.411,181.634 333.199,182.321 336.11,182.737 335.499,180.587 336.97,181.832 334.431,180.183 \n",
       "  335.078,178.782 334.34,178.921 334.974,179.557 334.459,179.075 330.987,179.315 329.884,178.969 328.682,180.611 332.444,181.312 333.299,179.256 332.017,179.071 \n",
       "  332.87,178.626 334.669,180.639 335.349,182.079 334.64,184.091 334.304,184.898 335.299,186.685 334.662,189.409 332.046,190.231 332.375,192.5 335.306,189.932 \n",
       "  335.714,186.917 333.173,187.326 334.664,184.953 333.579,185.346 329.867,184.191 330.706,183.743 331.072,183.737 332.755,183.437 333.183,183.77 332.54,182.756 \n",
       "  332.353,182.58 333.994,181.432 333.181,182.601 334.892,184.016 331.619,184.224 332.758,183.319 329.298,181.293 329.694,181.86 331.669,182.029 328.57,181.54 \n",
       "  328.202,182.835 326.797,183.196 326.233,185.053 324.98,187.234 325.47,187.204 325.815,185.528 326.593,184.928 325.007,183.738 322.323,186.68 322.381,188.921 \n",
       "  323.115,191.11 322.534,192.065 323.13,192.231 325.879,192.986 327.523,190.887 328.901,192.296 326.272,191.317 325.844,189.206 324.802,190.106 326.345,191.51 \n",
       "  325.32,191.763 326.189,193.495 325.234,193.55 325.885,193.33 325.206,191.679 324.205,194.921 324.918,193.931 327.273,194.867 329.516,196.609 332.072,194.731 \n",
       "  334.226,194.778 334.937,195.921 334.599,195.675 337.262,196.349 336.338,196.856 338.83,196.745 339.53,194.11 337.005,194.142 338.211,193.221 336.522,192.473 \n",
       "  338.743,193.231 337.932,194.779 338.654,196.591 338.317,193.674 337.323,193.34 337.644,194.319 339.555,194.526 338.579,193.991 339.32,193.981 339.066,195.153 \n",
       "  339.338,196.334 338.746,195.014 335.6,193.55 336.454,193.645 339.23,192.136 338.5,189.846 337.468,190.729 337.297,195.501 338.185,194.119 338.954,196.791 \n",
       "  339.915,196.93 338.642,196.638 338.357,196.165 339.245,195.615 339.011,195.285 340.838,196.061 339.065,196.429 337.394,195.124 334.759,193.717 331.712,193.81 \n",
       "  329.694,195.1 329.587,194.751 330.251,193.313 331.343,192.353 333.48,193.094 335.939,191.324 336.675,190.025 334.617,187.935 335.633,188.57 335.08,191.511 \n",
       "  334.253,191.266 332.489,192.286 333.153,190.211 330.039,186.939 329.827,189.111 329.998,189.531 331.367,190.47 329.627,192.023 330.159,191.579 327.346,190.433 \n",
       "  327.185,190.614 327.245,190.479 330.248,188.344 328.79,187.306 330.694,188.703 329.911,188.353 328.475,188.696 331.319,189.253 331.68,189.29 331.301,188.549 \n",
       "  330.988,185.182 331.914,184.849 330.769,184.258 331.226,184.227 331.341,184.294 332.756,183.313 331.914,184.07 331.824,182.473 330.374,180.723 332.379,180.442 \n",
       "  331.963,180.483 332.191,179.853 331.779,179.299 327.672,177.822 327.366,176.51 327.617,176.551 328.898,175.992 328.824,175.644 329.209,176.534 329.036,177.452 \n",
       "  328.301,176.86 330.011,178.382 328.504,176.661 330.867,176.853 330.57,177.998 329.453,178.147 329.063,177.331 326.464,178.774 328.797,179.544 328.29,178.798 \n",
       "  328.452,179.095 327.757,179.795 327.042,178.608 326.729,177.687 328.168,175.167 327.275,174.172 326.777,176.098 325.408,177.154 322.548,176.221 322.838,176.933 \n",
       "  322.152,176.877 321.791,175.596 320.321,176.509 320.915,177.675 321.04,178.626 319.366,177.939 321.272,176.753 321.028,175.214 319.665,176.038 319.351,177.783 \n",
       "  319.472,179.595 321.126,179.457 321.04,178.516 321.174,176.224 322.387,175.438 319.371,175.745 320.432,177.677 319.841,177.451 321.599,178.36 321.223,176.648 \n",
       "  319.98,175.168 317.353,174.988 317.304,176.419 315.538,176.203 313.151,174.82 312.183,177.042 312.576,175.429 312.488,175.664 313.619,173.728 313.743,175.065 \n",
       "  316.038,175.456 315.878,174.743 317.622,172.755 316.137,175.632 318.404,174.773 317.039,176.548 317.18,175.468 317.596,174.136 317.815,173.726 319.031,170.515 \n",
       "  317.424,168.824 320.468,170.836 322.239,169.499 322.338,169.948 322.577,168.208 321.918,165.592 322.505,167.287 320.576,168.28 323.003,167.639 321.894,168.049 \n",
       "  321.654,167.967 320.005,167.126 318.277,167.196 315.902,165.316 316.415,163.027 319.439,160.954 318.116,159.103 316.415,159.108 319.692,159.031 318.815,157.379 \n",
       "  317.687,156.517 318.329,157.098 317.441,155.46 317.779,155.562 318.582,155.528 320.706,155.145 322.26,153.004 323.48,154.765 321.604,152.584 320.276,152.726 \n",
       "  320.461,148.954 320.314,148.665 321.718,147.468 321.341,146.766 321.124,146.627 321.789,147.328 321.568,146.654 321.679,147.782 322.156,147.241 321.726,149.13 \n",
       "  319.723,149.68 320.061,150.922 319.572,151.362 320.16,149.918 320.61,147.337 319.71,146.43 320.707,148.735 322.369,148.531 320.843,149.703 322.115,147.755 \n",
       "  323.197,146.01 323.169,144.23 324.4,143.407 323.868,146.053 321.979,147.013 320.641,147.089 320.611,147.902 321.598,148.236 319.03,145.996 320.026,145.417 \n",
       "  320.72,147.384 319.325,145.357 317.024,143.409 316.397,145.626 315.646,146.283 317.94,142.797 317.834,142.288 319.545,142.88 316.204,143.278 316.642,142.961 \n",
       "  313.617,144.59 316.263,144.616 315.266,145.041 317.565,144.671 319.456,142.173 322.026,141.36 320.095,140.944 319.861,141.79 319.239,140.937 317.429,140.476 \n",
       "  314.493,140.795 311.799,139.573 311.109,137.697 309.778,139.673 313.19,138.442 315.497,138.348 315.27,138.294 315.36,138.951 316.97,139.365 316.184,138.324 \n",
       "  316.398,136.776 316.491,138.717 313.871,139.844 315.627,139.82 315.732,139.024 316.21,139.032 316.104,139.652 319.362,137.78 321.434,139.396 321.158,138.549 \n",
       "  321.877,139.344 322.597,139.194 322.14,139.584 319.332,138.677 320.408,138.538 322.676,139.019 320.939,134.834 323.302,133.612 322.201,133.517 320.294,134.079 \n",
       "  321.958,134.724 321.955,133.833 319.891,136.064 319.987,134.786 319.656,133.176 319.288,131.311 321.264,130.065 322.922,128.637 323.307,132.772 323.149,133.776 \n",
       "  321.593,133.764 323.401,132.576 322.263,132.413 321.109,131.661 322.224,130.263 323.339,129.009 323.778,129.066 323.502,127.953 321.409,126.396 319.463,125.173 \n",
       "  321.731,122.694 320.243,123.743 319.395,124.366 320.599,123.362 322.155,122.095 322.544,121.967 321.295,125.623 320.064,126.112 320.448,127.18 322.84,126.818 \n",
       "  322.672,127.379 322.021,126.708 319.873,126.106 318.749,126.758 317.986,126.954 317.557,126.447 317.191,126.766 315.418,127.371 315.288,126.312 316.589,127.634 \n",
       "  316.1,127.806 317.638,127.029 316.81,128.778 317.437,130.562 315.181,132.098 316.025,132.119 316.531,131.024 314.885,131.644 315.476,131.466 314.783,132.741 \n",
       "  314.312,130.705 312.118,132.261 309.541,133.955 311.785,135.311 309.841,133.72 309.123,134.135 310.491,136.768 310.717,135.216 310.568,135.223 310.889,134.295 \n",
       "  311.533,134.333 314.099,136.128 314.556,135.782 314.068,136.134 314.468,135.763 314.477,134.788 315.232,136.887 315.828,136.418 314.636,135.161 316.027,133.133 \n",
       "  314.428,134.262 315.24,134.457 313.834,136.45 312.918,135.757 312.088,135.615 309.983,133.673 310.31,132.829 307.898,132.267 307.594,130.519 306.704,131.256 \n",
       "  307.36,131.426 307.478,129.163 308.616,130.449 307.874,129.139 307.44,129.488 309.388,129.379 312.981,129.459 311.25,130.135 310.591,129.494 308.222,129.901 \n",
       "  309.339,128.448 306.829,127.827 307.133,128.974 307.893,128.604 308.112,130.172 307.595,132.156 306.638,131.052 307.15,132.131 308.492,134.329 309.762,134.893 \n",
       "  311.02,134.069 310.767,133.579 311.034,134.435 313.128,134.058 311.759,133.598 313.529,134.257 312.962,136.59 310.587,137.407 310.585,136.285 310.109,136.647 \n",
       "  313.055,136.779 311.89,137.991 309.864,136.527 309.494,135.027 307.244,132.52 307.425,132.6 307.615,134.264 308.565,133.877 308.177,132.947 308.086,130.826 \n",
       "  310.92,130.639 309.649,129.129 307.656,130.133 306.513,128.337 305.498,127.721 307.695,128.677 307.325,126.345 307.973,129.934 308.644,131.518 308.141,129.681 \n",
       "  309.707,129.85 307.569,130.914 308.539,128.509 311.012,128.321 311.643,129.604 312.58,130.539 310.685,129.936 310.964,130.935 308.852,129.366 310.402,127.782 \n",
       "  307.779,128.61 308.208,129.145 308.944,128.274 308.979,128.556 308.261,127.909 308.943,127.457 310.678,125.68 311.166,126.03 310.867,125.067 310.165,123.879 \n",
       "  310.253,124.322 308.309,122.562 308.28,122.944 308.89,124.227 310.541,125.852 309.466,124.044 308.661,121.327 307.116,123.172 309.473,119.758 309.92,118.944 \n",
       "  306.857,119.221 308.728,115.89 306.855,114.71 306.227,113.862 307.661,114.41 309.143,114.928 309.057,117.258 310.662,116.518 312.86,115.933 315.206,116.97 \n",
       "  317.652,118.557 317.753,120.711 318.93,121.475 320.453,119.84 316.872,118.843 316.293,118.041 315.984,119.901 315.491,118.873 318.613,117.465 321.987,115.952 \n",
       "  322.907,116.152 320.868,117.036 320.146,117.772 318.31,117.606 318.428,119.617 319.595,118.542 319.99,116.484 315.769,117.84 316.526,115.262 313.849,113.636 \n",
       "  311.267,115.415 311.475,115.447 312.178,116.488 313.988,116.836 313.614,115.51 314.9,113.569 316.166,114.169 313.792,115.122 314.352,114.985 312.854,115.847 \n",
       "  314.513,113.973 316.366,112.805 317.144,110.528 315.982,110.924 312.706,112.573 312.128,112.057 313.711,110.752 313.477,109.403 313.85,111.586 312.75,114.682 \n",
       "  310.767,114.597 308.524,113.576 309.503,111.566 310.632,110.113 312.2,108.911 310.352,107.566 312.265,109.08 311.49,110.346 311.289,111.511 307.471,111.544 \n",
       "  307.926,115.312 309.003,116.098 310.406,115.006 310.248,116.573 310,115.916 309.512,114.583 309.903,118.038 308.019,118.201 306.426,118.222 306.988,117.089 \n",
       "  307.302,118.243 307.531,117.589 306.965,117.796 310.032,117.985 308.312,119.656 308.905,120.937 308.469,118.542 309.902,119.742 312.759,121.419 313.816,118.724 \n",
       "  314.633,118.645 315.301,120.285 315.725,118.366 315.89,117.311 316.421,115.553 316.056,115.155 312.763,115.082 313.793,116.814 315.076,118.371 315.962,118.869 \n",
       "  317.966,122.38 317.883,122.703 318.312,122.275 320.659,121.815 320.391,120.787 321.261,120.188 324.081,119.468 324.424,119.393 324.242,118.846 324.596,120.875 \n",
       "  321.616,118.731 321.744,117.279 322.244,119.884 320.739,120.347 320.766,120.806 320.828,119.837 323.577,122.162 321.614,122.361 320.493,122.404 319.824,122.947 \n",
       "  319.815,122.818 317.313,122.098 317.419,124.01 320.697,126.591 321.532,126.44 323.144,124.837 325.8,125.488 322.789,127.825 321.883,129.242 323.483,127.964 \n",
       "  324.178,128.744 322.705,127.972 320.702,126.367 323.742,127.407 324.465,127.211 324.121,126.16 322.203,124.975 322.672,125.261 318.839,124.436 319.151,125.471 \n",
       "  320.532,126.574 319.91,125.606 322.251,124.802 320.898,125.085 323.194,125.931 322.435,125.981 322.476,125.806 321.419,125.087 320.802,124.555 321.37,124.734 \n",
       "  321.595,125.788 325.159,126.044 326.761,126.038 327.488,125.888 326.706,123.938 324.452,122.572 325.264,124.402 325.632,125.867 326.621,126.382 328.345,126.783 \n",
       "  329.668,129.068 328.606,128.328 329.371,129.723 329.159,128.332 330.432,128.805 330.401,130.062 330.781,130.898 332.257,129.485 332.078,130.564 333.795,134.653 \n",
       "  331.421,135.087 332.474,135.306 332.114,137.033 332.413,135.099 330.012,134.622 328.781,134.509 328.741,135.2 328.65,135.177 329.689,136.601 328.992,136.62 \n",
       "  329.259,135.307 331.89,134.833 331.452,135.617 332.482,132.682 330.585,131.905 334.441,130.407 333.782,132.3 333.201,130.156 332.771,130.194 330.942,131.657 \n",
       "  332.187,131.965 331.328,131.78 331.6,131.231 331.001,130.862 330.951,132.572 330.376,131.998 328.77,129.458 330.469,128.569 331.269,126.518 332.269,126.034 \n",
       "  332.939,126.289 332.324,126.27 329.292,125.477 327.766,123.821 329.652,122.641 330.34,121.611 331.374,120.984 332.367,121.876 333.758,120.586 337.604,121.367 \n",
       "  336.033,122.034 335.045,122.755 335.728,123.586 337.662,124.646 337.18,123.211 340.14,121.978 339.249,120.575 334.647,121.029 337.092,121.829 337.678,123.229 \n",
       "  336.219,120.109 336.261,120.935 333.536,118.834 334.179,120.037 334.048,118.351 332.223,118.797 329.572,117.85 330.992,118.041 330.361,119.463 330.623,119.956 \n",
       "  331.827,122.614 334.173,120.396 336.248,122.16 336.585,123.05 335.116,121.695 336.744,121.361 337.409,120.387 340.255,118.2 339.932,118.937 339.251,116.035 \n",
       "  340.361,116.608 340.111,118.626 341.717,119.838 341.989,119.046 343.939,118.282 345.622,118.031 345.935,117.43 347.968,113.988 347.33,112.96 347.461,111.889 \n",
       "  348.764,110.408 348.32,110.316 348.107,109.244 347.885,109.95 347.909,109.978 349.083,110.553 347.73,108.97 348.649,108.021 345.909,107.28 346.162,105.676 \n",
       "  343.812,105.118 343.397,103.973 339.773,105.415 339.968,105.371 340.543,104.757 340.799,106.668 342.705,106.168 342.38,106.856 342.487,107.591 340.874,109.023 \n",
       "  342.143,110.044 341.341,109.798 342.656,108.547 342.713,108.545 341.037,108.096 344.931,107.317 347.213,106.621 345.71,107.382 345.885,106.498 346.353,106.859 \n",
       "  345.431,107.375 343.591,108.63 342.678,107.334 342.85,107.674 341.764,106.406 339.809,105.23 339.45,103.431 337.304,103.82 338.534,104.128 337.866,102.635 \n",
       "  338.829,103.249 336.681,103.393 338.569,103.491 338.995,104.995 341.839,104.329 340.373,103.701 343.191,105.162 340.21,102.355 341.511,101.382 340.538,100.443 \n",
       "  337.943,101.242 335.187,101.957 333.608,100.54 332.398,101.705 334.353,101.589 332.091,103.949 331.086,103.039 330.168,103.528 329.66,104.511 327.92,106.05 \n",
       "  327.881,105.329 326.67,104.301 328.8,103.962 327.714,105.621 327.84,107.06 326.86,107.473 323.696,109.083 324.601,108.302 325.388,111.139 324.564,113.313 \n",
       "  324.662,114.197 326.512,113.326 325.933,111.837 325.167,113.486 324.029,113.832 321.834,113.97 320.151,115.316 321.614,116.06 320.717,118.356 318.299,116.721 \n",
       "  319.892,116.529 320.552,116.191 318.628,117.037 317.276,116.72 318.427,118.761 318.636,118.6 322.493,115.416 323.546,116.368 324.673,116.349 325.321,116.957 \n",
       "  324.575,117.65 327.818,119.315 327.419,118.13 328.977,118.473 325.104,116.363 328.336,115.538 325.468,116.058 322.36,115.514 320.121,118.006 320.814,119.755 \n",
       "  319.09,120.828 316.582,120.821 315.001,121.16 313.944,120.753 312.958,118.752 311.625,118.73 311.914,117.7 311.939,116.991 311.808,116.202 312.653,115.723 \n",
       "  310.044,113.663 311.754,113.076 315.616,111.978 314.7,113.08 315.465,113.102 314.498,112.38 312.661,113.313 312.047,113.426 312.266,110.973 313.687,112.421 \n",
       "  311.06,112.727 311.516,110.994 312.919,111.978 315.542,111.448 316.317,111.617 317.035,113.202 315.772,114.711 315.074,112.637 316.545,115.435 318.228,116.543 \n",
       "  317.019,115.529 315.163,114.686 315.675,114.014 317.166,114.31 318.91,112.978 319.893,114.47 322.443,116.328 320.099,114.545 319.087,116.098 319.074,116.26 \n",
       "  316.205,115.545 316.743,113.644 318.022,114.939 319.046,112.103 321.685,116.285 321.732,114.217 322.301,114.501 324.583,113.525 324.639,113.078 324.769,115.574 \n",
       "  325.593,114.741 327.162,116.718 325.66,117.201 323.88,116.145 322.379,114.253 320.869,115.377 319.551,117.93 318.311,116.946 316.793,117.647 318.372,118.145 \n",
       "  318.806,119.429 316.716,120.905 317.502,120.275 317.333,119.876 316.171,123.274 316.686,121.977 316.581,121.53 318.934,120.697 318.319,120.597 317.996,119.594 \n",
       "  316.981,118.447 318.011,120.281 314.537,118.43 316.679,118.179 317.466,118.798 318.042,117.467 317.499,115.916 317.721,116.516 317.848,116.157 316.914,115.045 \n",
       "  315.513,117.249 314.809,117.432 316.06,117.852 314.941,115.434 315.432,114.926 320.147,116.382 319.997,116.715 320.204,119.024 320.253,116.691 319.03,116.539 \n",
       "  320.86,118.792 321.224,118.734 321.499,118.922 323.081,118.714 322.242,119.852 319.919,119.091 321.715,119.333 320.308,120.844 317.735,124.032 316.447,125.456 \n",
       "  316.332,127.544 316.53,128.328 314.234,129.007 313.327,130.029 307.971,132.346 309.404,134.863 308.185,132.094 308.257,133.085 308.685,131.877 307.973,133.171 \n",
       "  306.684,131.614 306.449,133.016 308.625,131.627 309.876,128.915 311.507,131.783 310.053,134.701 308.931,135.169 310.575,135.53 313.131,138.226 313.883,139.882 \n",
       "  313.547,141.544 311.992,139.878 311.113,138.774 310.369,139.373 312.208,137.356 315.482,136.611 312.119,137.114 310.381,137.386 311.544,135.823 313.626,135.368 \n",
       "  316.005,137.283 314.238,138.584 312.969,136.46 314.94,134.477 318.119,133.719 317.954,133.731 319.597,135.481 316.099,136.192 315.987,136.343 315.442,136.833 \n",
       "  314.97,136.253 314.669,135.537 315.843,135.976 314.797,137.426 310.628,138.271 313.646,138.589 313.814,140.201 314.302,137.65 314.492,139.104 317.551,139.513 \n",
       "  316.351,138.921 316.595,139.882 318.138,138.909 317.809,138.652 315.421,140.437 314.863,142.398 314.985,142.751 315.519,142.531 318.129,144.03 320.271,143.815 \n",
       "  321.463,142.315 322.684,142.162 322.94,141.691 323.513,139.343 324.528,139.399 326.619,139.526 328.016,138.814 327.308,136.349 329.794,136.451 328.663,137.462 \n",
       "  327.45,138.244 327.846,137.35 325.904,137.94 325.163,137.273 326.042,135.245 326.235,134.6 327.564,137.711 325.305,139.482 322.367,138.929 324.686,139.692 \n",
       "  326.049,140.801 326.486,140.738 325.791,141.853 324.11,144.242 320.247,142.528 318.019,140.852 317.706,141.121 318.419,141.214 316.141,140.056 314.682,141.339 \n",
       "  314.962,141.997 316.255,142.988 316.386,142.749 316.146,141.895 316.25,143.25 316.994,144.182 315.63,142.802 316.763,144.102 318.01,142.397 317.755,142.438 \n",
       "  316.059,144.741 316.856,144.143 317.683,146.319 318.047,147.951 323.67,150.085 323.734,148.374 320.187,145.253 321.218,144.583 320.353,141.94 319.281,143.35 \n",
       "  318.622,143.783 317.313,142.824 317.394,141.572 316.106,142.795 314.393,143.58 315.297,142.927 313.611,142.863 311.307,143.64 314.042,145.436 314.933,145.746 \n",
       "  316.054,145.935 315.609,146.047 316.722,143.146 316.702,141.945 315.917,141.482 312.4,140.06 310.504,140.215 309.905,138.614 309.198,137.688 309.176,137.963 \n",
       "  309.224,138.054 307.659,137.339 306.867,137.265 305.807,135.736 303.979,134.583 303.011,134.593 302.233,135.223 302.453,134.582 302.814,134.264 303.561,133.219 \n",
       "  304.258,132.315 304.908,131.846 300.582,131.083 300.921,129.952 301.542,127.825 303.367,128.903 302.595,128.857 304.631,127.409 306.857,126.677 306.484,125.758 \n",
       "  309.23,126.392 309.792,128.654 309.805,129.738 311.588,130.131 312.442,130.394 313.237,130.74 309.669,129.148 311.369,129.611 313.601,131.19 313.52,131.399 \n",
       "  314.259,131.144 315.541,132.078 318.318,133.545 320.79,133.31 321.024,133.319 319.577,130.731 320.113,132.665 319.849,132.256 319.72,134.516 319.398,133.264 \n",
       "  318.999,136.122 319.527,135.346 319.232,133.513 320.21,133.789 320.569,133.475 317.285,132.667 314.994,129.45 314.855,129.11 315.961,129.452 317.602,126.764 \n",
       "  317.349,129.029 317.997,128.146 318.456,128.182 320.265,126.253 323.16,125.216 320.645,124.785 319.144,123.735 315.038,124.422 317.176,126.516 318.513,127.68 \n",
       "  316.997,126.899 318.884,126.613 319.541,126.32 319.722,125.259 322.375,126.672 322.579,125.235 322.612,125.519 319.88,125.568 318.089,125.862 321.084,127.42 \n",
       "  321.33,129.537 323.709,128.807 324.321,128.442 325.947,128.081 325.263,127.96 323.459,126.698 322.737,126.42 323.753,125.924 324.428,127.083 322.798,125.778 \n",
       "  320.894,128.106 321.724,128.063 320.062,128.362 318.671,127.318 316.714,128.502 315.833,127.467 317.835,128.491 316.511,126.474 316.705,126.887 316.886,124.588 \n",
       "  316.694,124.145 318.016,124.588 316.88,124.141 316.881,125.722 318.452,127.382 318.52,128.35 318.541,129.415 317.396,129.595 318.562,128.943 319.704,129.351 \n",
       "  319.674,132.096 320.398,132.185 320.977,131.266 321.05,128.316 320.415,125.273 319.68,124.744 318.32,123.879 315.563,125.615 317.14,126.676 315.452,127.179 \n",
       "  314.024,125.361 314.969,126.06 314.737,125.912 317.745,124.819 319.057,123.721 320.224,122.885 317.032,122.098 319.747,122.569 318.98,124.282 320.707,124.056 \n",
       "  321.306,122.781 320.247,126.298 319.679,127.275 318.612,126.009 317.663,124.041 320.104,124.419 318.495,127.265 318.99,125.202 316.808,126.232 316.83,127.56 \n",
       "  316.927,127.442 315.25,125.788 313.642,126.486 311.882,126.441 310.46,124.643 310.698,126.898 308.561,129.077 306.539,128.283 306.28,129.389 305.185,130.551 \n",
       "  305.031,130.217 306.374,132.435 308.638,132.953 307.302,132.068 306.332,133.686 306.155,132.132 307.695,132.689 308.707,134.553 310.824,135.105 308.463,135.604 \n",
       "  307.727,134.886 305.277,135.066 304.696,138.478 303.9,139.027 304.622,138.353 303.015,138.594 302.079,138.324 303.3,138.746 302.637,139.053 305.37,139.241 \n",
       "  305.314,140.759 302.065,140.329 301.114,143.039 302.747,141.251 302.881,144.232 306.442,143.176 304.884,142.335 305.175,146.003 304.957,145.322 305.433,145.827 \n",
       "  307.233,139.687 306.531,138.914 307.839,139.704 308.884,143.602 307.845,139.027 311.434,138.633 310.664,137.156 308.943,137.918 309.415,138.807 310.855,138.799 \n",
       "  311.252,138.328 313.497,138.076 315.242,136.907 316.12,135.77 315.248,137.829 315.457,138.838 315.152,139.864 315.568,137.822 316.606,138.133 314.993,135.208 \n",
       "  313.253,135.6 313.795,134.996 317.148,132.909 317.576,131.659 318.442,131.893 316.665,131.768 318.531,129.497 316.271,130.388 316.764,132.565 316.245,128.919 \n",
       "  313.498,128.009 312.63,126.652 310.793,124.462 311.919,126.399 310.909,128.595 311.769,128.964 308.553,128.894 304.789,129.234 302.833,131.27 303.894,131.223 \n",
       "  301.28,131.084 298.756,129.311 298.448,128.969 296.177,128.941 296.156,129.594 295.123,129.43 295.238,130.11 295.749,127.978 293.298,126.131 293.86,124.328 \n",
       "  292.936,124.073 294.548,123.22 296.567,125.461 295.35,123.813 295.523,123.51 294.781,123.814 294.849,125.869 295.808,125.457 295.025,123.87 294.711,125.055 \n",
       "  292.648,127.065 296.042,129.311 293.528,129.84 295.44,130.726 296.851,129.389 298.753,130.648 296.12,131.045 298.196,128.996 297.781,127.131 297.126,125.712 \n",
       "  298.868,126.432 297.572,125.603 295.982,126.642 296.309,124.822 298.667,123.93 296.232,121.418 297.971,122.072 296.714,121.833 298.151,123.841 296.794,121.584 \n",
       "  297.618,124.045 292.544,125.412 291.96,124.648 290.577,125.574 289.574,125.193 290.296,127.143 287.635,126.312 286.66,126.846 283.449,125.187 285.986,127.393 \n",
       "  285.209,126.697 286.261,127.106 283.132,125.209 283.648,125.689 286.058,127.413 283.973,129.01 284.292,128.668 286.426,127.748 288.09,128.746 287.666,129.646 \n",
       "  287.487,126.437 285.773,124.99 287.655,127.701 287.998,127.679 288.744,125.977 287.126,127.083 284.816,126.388 283.302,126.155 282.01,124.069 279.703,125.3 \n",
       "  277.62,126.32 277.994,124.539 278.859,126.104 277.083,127.598 276.82,129.833 274.674,130.395 274.973,128.345 274.277,126.899 271.937,127.809 275.113,128.212 \n",
       "  276.79,130.801 277.409,129.776 275.398,133.39 276.081,133.117 274.687,132.495 275.525,132.352 275.248,129.509 275.52,130.08 275.32,133.704 277.144,131.932 \n",
       "  275.84,132.563 274.303,133.73 274.974,133.998 273.469,133.667 274.113,133.92 275.111,133.599 275.74,134.94 275.718,132.655 274.467,132.868 275.785,133.226 \n",
       "  274.822,135.117 274.058,134.681 273.002,134.68 271.879,134.705 272.144,135.081 271.887,136.155 268.341,135.78 271.41,136.852 274.609,134.274 276.958,132.619 \n",
       "  279.764,131.206 279.589,133.876 278.229,136.079 281.814,134.492 282.449,135.692 283.263,135.627 283.843,134.874 283.703,134.183 285.328,134.261 285.766,135.587 \n",
       "  284.068,133.129 283.991,133.022 280.912,133.775 284.551,134.111 285.982,136.479 286.375,134.198 286.517,134.372 286.84,132.158 287.559,132.814 286.99,131.83 \n",
       "  286.775,130.687 286.557,130.982 284.382,129.153 282.391,127.091 282.469,128.016 278.685,129.777 279.618,128.182 279.854,128.735 280.88,127.704 281.035,128.201 \n",
       "  282.192,128.556 283.042,127.539 282.769,128.833 282.064,128.297 280.872,128.858 283.673,129.808 282.779,128.591 283.46,128.848 281.9,129.561 281.382,128.252 \n",
       "  280.318,128.489 280.011,128.306 277.959,129.439 277.583,125.607 277.19,124.241 279.826,121.735 280.889,122.666 279.757,126.371 279.079,126.437 279.233,125.522 \n",
       "  280.224,126.769 279.044,125.916 280.18,123.781 279.47,123.205 278.472,120.834 274.884,119.582 275.404,119.028 274.754,118.853 275.694,119.641 276.836,118.831 \n",
       "  274.347,120.79 277.502,120.054 277.217,120.161 279.239,120.934 280.508,120.589 280.945,118.786 282.283,120.032 282.765,118.76 282.79,119.498 281.024,117.431 \n",
       "  281.41,117.594 280.093,117.454 281.073,118.197 281.321,118.423 278.742,119.102 275.453,117.078 274.529,116.684 271.876,118.108 271.195,117.434 272.273,115.257 \n",
       "  273.473,116.009 272.109,116.712 274.419,117.4 275.23,116.236 274.385,116.89 275.16,117.95 274.051,118.561 271.246,120.124 269.779,121.867 268.38,120.658 \n",
       "  267.424,121.351 265.369,123.785 265.071,122.3 265.175,121.369 265.243,123.095 266.172,123.435 265.999,122.031 268.321,121.805 266.844,120.926 266.731,120.557 \n",
       "  266.075,119.879 267.712,119.653 266.033,119.389 265.966,118.599 262.957,117.056 261.678,117.51 263.082,118.694 261.818,119.663 260.766,120.742 263.384,123.873 \n",
       "  263.502,125.371 261.74,123.763 260.882,124.025 261.389,122.98 262.042,123.069 262.497,123.403 261.782,124.733 261.706,123.831 263.019,125.49 263.582,123.589 \n",
       "  263.642,122.76 266.23,123.089 266.108,123.959 263.159,123.92 261.176,121.596 261.243,123.722 261.549,125.147 259.968,124.238 259.625,122.395 259.275,122.452 \n",
       "  261.92,122.837 262.343,122.328 262.264,123.083 260.289,124.903 260.039,125.37 259.601,126.851 258.665,126.649 259.014,124.482 257.116,124.671 255.467,124.012 \n",
       "  252.251,123.808 253.088,123.794 253.609,123.185 252.846,120.235 253.469,120.385 250.874,119.179 252.378,116.865 254.246,117.523 254.397,117.499 252.125,118.544 \n",
       "  252.661,116.883 252.413,117.927 253.201,120.021 253.517,121.243 254.395,121.431 254.797,120.221 254.014,119.868 251.588,118.641 250.107,119.479 248.118,118.303 \n",
       "  245.135,118.008 246.834,117.441 247.273,119.174 246.561,121.554 245.267,122.96 244.184,122.864 245.725,123.555 246.236,122.664 245.398,123.78 246.589,125.116 \n",
       "  246.169,123.386 242.546,123.706 247.001,123.03 248.103,121.142 246.529,122.181 245.977,123.919 246.927,123.901 245.515,124.093 246.714,124.049 246.572,125.915 \n",
       "  246.396,124.711 249.144,126.967 248.895,128.887 249.464,130.523 245.719,131.212 243.407,132.204 241.756,133.227 239.166,132.267 238.524,131.403 239.108,131.076 \n",
       "  238.708,131.775 238.597,130.697 240.256,133.67 242.107,131.857 240.023,131.776 238.434,130.62 236.197,130.075 236.641,129.303 235.418,129.894 236.248,130.25 \n",
       "  236.538,128.606 235.776,127.851 238.758,127.52 239.173,128.981 235.596,128.546 237.359,126.03 237.026,126.868 238.339,126.07 240.878,123.631 241.652,122.176 \n",
       "  242.419,121.249 243.444,121.424 243.942,122.617 244.559,121.894 244.248,120.928 242.404,118.716 243.682,120.72 242.761,117.728 242.286,119.328 241.564,117.642 \n",
       "  242.317,120.538 241.08,120.752 240.033,123.669 241.431,123.628 242.169,122.715 244.313,121.587 244.468,121.459 245.122,120.182 244.56,120.56 245.322,121.525 \n",
       "  246.51,124.493 245.645,124.488 244.252,126.988 247.338,125.81 247.085,127.686 247.063,126.626 245.291,125.838 244.993,127.565 244.84,130.551 245.21,129.351 \n",
       "  244.487,130.989 244.815,129.706 242.856,129.133 241.149,129.366 241.597,129.401 242.576,128.377 244.801,129.079 243.706,129.972 242.252,130.57 243.744,129.927 \n",
       "  241.775,129.373 243.156,130.197 243.553,129.91 242.822,128.577 242.764,129 243.571,128.465 242.181,130.31 240.707,132.061 242.582,131.271 239,133.929 \n",
       "  239.186,136.291 236.629,135.827 235.683,135.179 234.837,133.588 234.591,133.295 234.303,135.153 236.05,134.791 235.515,137.411 235.974,136.133 236.131,136.275 \n",
       "  234.794,135.454 236.459,137.958 237.525,135.048 233.362,135.303 234.457,136.115 235.425,136.183 235.083,134.765 235.796,134.37 238.482,135.147 235.945,136.149 \n",
       "  237.007,136.563 237.023,137.55 234.059,137.917 233.733,138.429 235.045,136.779 234.422,138.45 235.147,136.522 234.696,139.738 233.029,142.657 231.583,143.102 \n",
       "  232.225,140.789 231.489,141.832 232.787,142.459 231.483,142.03 232.713,142.504 233.117,142.928 234.578,144.511 237.113,146.699 238.085,147.257 236.913,147.648 \n",
       "  237.064,149.534 236.95,150.676 237.276,150.625 238.36,151.349 238.696,150.099 238.868,150.051 243.728,151.573 244.851,150.393 245.797,151.162 245.53,152.969 \n",
       "  245.312,151.979 244.118,151.394 244.954,152.235 243.352,151.697 243.006,151.179 243.193,149.285 243.026,149.05 244.824,147.578 242.451,148.912 240.304,148.535 \n",
       "  240.866,148.951 239.005,147.649 239.526,146.267 237.966,145.935 235.467,146.899 236.236,146.329 237.504,147.135 236.491,147.6 234.499,148.111 234.093,147.486 \n",
       "  232.713,146.407 233.333,146.834 233.912,145.665 234.297,146.266 237.4,145.909 235.974,144.303 238.739,145.125 239.215,144.021 237.1,144.296 237.54,142.723 \n",
       "  236.747,143.63 234.229,144.862 235.826,144.399 237.889,142.339 237.617,142.249 237.511,142.4 236.128,139.92 235.285,139.102 234.23,137.326 234.768,137.386 \n",
       "  233.747,138.489 232.307,138.352 232.107,140.209 231.907,141.556 233.556,142.087 232.767,140.483 232.811,141.991 233.978,142.918 236.085,140.695 235.361,138.942 \n",
       "  235.525,138.139 235.643,137.64 238.107,137.701 236.814,136.055 237.604,134.789 237.53,133.845 236.896,131.346 237.713,134.281 238.858,133.694 239.773,134.133 \n",
       "  239.366,133.145 240.121,133.781 239.59,133.69 241.669,133.66 238.644,133.419 240.057,134.903 238.271,134.736 239.354,134.799 239.109,133.611 238.522,133.02 \n",
       "  240.476,133.238 239.713,131.785 240.507,133.621 239.701,132.337 239.525,134.325 239.704,134.33 239.156,135.249 238.404,138.136 235.587,138.352 233.235,138.384 \n",
       "  232.349,139.053 232.79,139.148 234.472,137.565 233.696,135.439 234.259,137.004 232.913,139.312 231.671,139.167 231.659,141.579 231.103,139.418 231.999,138.711 \n",
       "  230.092,138.885 228.829,137.479 228.633,137.658 232.669,137.481 231.932,139.243 231.051,138.782 231.728,138.173 229.911,138.43 229.676,137.978 228.973,137.714 \n",
       "  230.291,138.725 228.506,141.089 229.358,141.133 228.754,142.262 226.292,143.879 226.906,143.739 228.213,142.666 228.624,142.573 231.566,140.126 230.227,141.548 \n",
       "  228.626,142.037 230.253,142.133 230.376,141.596 230.044,142.273 230.966,140.519 230.567,141.89 230.031,141.819 230.955,141.558 231.837,140.11 231.186,141.691 \n",
       "  232.378,141.644 232.691,141.58 230.571,141.303 230.972,142.502 230.312,144.09 228.855,144.001 227.625,143.13 225.968,144.707 228.563,145.221 227.362,143.414 \n",
       "  226.309,141.997 226.374,143.323 228.988,142.278 227.071,142.93 225.675,144.402 226.237,145.223 226.609,146.409 227.435,145.658 228.85,146.243 231.387,148.168 \n",
       "  233.021,149.449 235.776,147.835 235.296,146.623 233.345,148.091 232.981,146.631 233.964,145.183 235.08,143.847 237.148,142.999 237.751,142.485 237.185,142.042 \n",
       "  237.474,141.444 236.476,140.78 238.267,140.469 238.73,142.705 239.37,141.985 239.261,141.299 240.555,140.946 236.269,138.188 233.518,138.027 235.757,138.844 \n",
       "  235.581,138.688 232.691,137.594 234.426,136.945 231.322,136.57 232.747,136.82 230.993,135.944 227.858,135.813 228.851,135.477 229.043,134.902 229.078,135.348 \n",
       "  230.816,135.903 229.365,136.049 227.431,135.297 226.794,136.706 227.046,138.487 227.523,138.744 229.729,140.12 228.97,140.271 228.963,140.676 228.541,142.63 \n",
       "  227.261,142.401 228.538,142.617 230.161,143.12 231.885,145.105 231.935,145.985 232.131,147.123 231.949,148.132 232.82,148.795 235.244,146.349 237.33,146.788 \n",
       "  238.126,145.932 237.653,146.022 235.876,144.348 235.396,143.29 236.151,144.945 237.321,144.771 236.132,144.719 237.823,145.847 238.387,146.893 240.591,147.722 \n",
       "  238.949,149.733 239.427,147.927 242.696,147.417 242.521,147.418 240.593,147.263 240.03,148.094 239.087,148.542 238.394,151.117 239.265,150.091 240.156,149.552 \n",
       "  241.527,150.117 240.646,152.883 242.769,154.981 239.152,154.982 240.445,153.769 239.324,153.641 236.909,152.31 235.998,152.089 235.358,152.838 235.535,151.693 \n",
       "  235.686,150.768 237.382,148.991 235.776,150.653 235.637,149.573 236.98,149.294 238.133,149.134 236.642,147.93 236.877,149.658 235.571,150.375 234.4,150.176 \n",
       "  232.545,149.489 232.564,151.467 233.303,152.953 233.611,152.526 234.638,151.739 233.751,153.576 234.641,154.176 233.301,153.966 233.558,154.885 236.641,156.014 \n",
       "  235.32,156.044 235.345,156.749 235.725,155.575 233.326,156.787 233.358,158.565 231.821,159.551 234.474,160.327 232.469,159.492 233.335,161.809 231.417,162.86 \n",
       "  232.043,163.204 232.275,162.787 233.587,163.094 232.926,163.346 229.273,161.88 230.081,164.518 232.293,165.2 231.237,164.351 230.025,167.198 232.751,166.141 \n",
       "  232.08,163.367 229.904,163.514 228.932,163.984 229.386,162.261 229.395,162.453 227.987,163.476 229.647,160.883 229.897,158.92 231.412,158.364 233.586,158.77 \n",
       "  232.597,158.15 232.49,157.241 232.916,156.739 232.595,158.419 231.319,160.197 231.061,162.514 231.653,161.749 230.644,163.092 231.319,164.775 230.535,165.323 \n",
       "  229.678,166.277 230.142,166.665 227.757,166.613 229.069,166.921 228.129,167.611 227.791,167.527 227.342,167.883 226.083,166.549 225.082,165.109 225.873,165.712 \n",
       "  226.061,167.924 223.442,167.033 226.452,166.035 228.85,164.985 228.958,164.111 230.183,168.258 231.198,168.861 230.842,165.845 232.647,164.857 230.209,164.37 \n",
       "  230.454,163.107 233.079,165.828 234.465,162.571 234.975,160.847 232.379,161.922 231.403,162.822 231.289,162.661 231.752,161.626 231.24,161.774 231.752,162.916 \n",
       "  228.494,160.494 230.29,160.635 231.38,160.395 232.382,159.933 234.028,159.579 234.839,162.271 236.653,161.542 237.171,160.73 236.088,162.135 236.537,164.151 \n",
       "  236.062,162.871 236.643,165.164 234.088,162.7 232.104,162.941 232.117,163.772 230.958,163.939 232.794,163.071 235.511,162.916 234.887,163.846 235.893,164.022 \n",
       "  238.022,163.983 237.238,162.145 238.284,159.885 239.576,161.348 239.125,160.61 241.075,160.995 241.862,161.932 239.559,161.888 239.079,162.473 241.388,164.219 \n",
       "  243.318,166.816 241.132,166.79 242.572,166.833 242.769,165.916 241.502,166.483 241.654,168.119 241.004,164.872 242.043,164.879 241.778,165.733 242.182,166.808 \n",
       "  241.272,167.832 240.528,168.411 239.359,167.362 238.329,167.346 238.701,168.054 239.423,168.781 239.34,169.613 239.507,166.99 238.007,165.937 238.598,168.623 \n",
       "  239.239,169.27 234.585,168.703 233.525,168.01 230.984,168.708 232.468,169.574 231.558,170.433 232.964,171.219 234.202,170.386 232.77,173.459 232.766,172.445 \n",
       "  230.413,175.231 229.126,175.828 227.911,175.046 228.958,175.289 227.809,174.802 227.681,177.184 228.882,175.535 225.838,176.957 225.242,177.687 225.291,179.448 \n",
       "  224,178.229 223.243,180.021 222.436,179.183 225.924,179.117 223.471,178.352 226.986,179.071 229.145,181.765 229.933,182.827 229.501,181.292 228.154,183.071 \n",
       "  227.912,182.185 228.12,182.469 231.275,181.17 230.455,182.706 232.045,179.635 230.995,177.829 233.479,175.7 233.458,176.02 234.034,175.721 233.246,174.03 \n",
       "  233.565,173.285 235.467,172.433 236.755,172.366 237.839,175.962 238.726,174.513 239.116,174.462 239.369,175.231 239.218,175.451 242.147,174.477 242.218,173.198 \n",
       "  239.675,174.659 237.25,174.921 236.62,176.441 235.258,172.639 236.221,171.402 236.857,172.376 238.638,173.369 240.282,174.051 239.028,175.013 240.754,173.808 \n",
       "  237.896,175.092 240.138,175.896 237.179,175.792 236.955,177.48 238.457,177.197 239.106,177.11 240.435,175.876 239.394,174.371 241.379,173.517 244.198,171.722 \n",
       "  245.03,172.021 245.353,174.254 245.203,173.766 245.499,174.839 245.207,175.274 246.263,175.714 248.485,177.84 249.198,177.289 247.724,177.914 246.275,178.508 \n",
       "  245.965,178.335 246.734,178.647 249.176,177.138 249.517,177.151 248.305,175.208 245.511,173.453 246.567,171.709 249.706,171.359 251.576,171.008 248.728,171.911 \n",
       "  249.953,172.892 251.65,173.309 251.131,172.298 248.947,173.41 249.13,173.619 249.259,173.257 249.54,174.141 248.592,171.712 246.658,171.057 245.9,172.164 \n",
       "  245.423,171.996 242.532,170.087 240.974,170.69 242.085,170.334 241.696,170.208 244.26,172.127 245.992,171.159 244.203,173.094 244.75,173.469 244.074,175.301 \n",
       "  244.556,175.703 243.43,177.628 241.792,178.338 238.91,178.286 238.483,178.55 240.461,179.357 240.917,179.68 241.036,178.825 242.726,178.712 243.885,177.606 \n",
       "  242.64,176.686 244.213,176.162 244.273,173.852 244.728,172.864 246.215,172.088 246.392,172.633 245.931,171.354 247.015,169.224 247.29,168.374 245.74,165.829 \n",
       "  244.298,166.466 246.389,164.403 247.37,163.282 247.214,163.954 246.555,163.654 246.621,162.664 245.019,163.346 245.755,161.657 247.088,163.281 247.934,165.073 \n",
       "  247.974,166.734 245.826,166.359 247.715,166.892 248.291,162.735 246.687,162.658 246.81,160.48 249.276,160.034 249.233,161.486 245.748,158.702 248.263,159.218 \n",
       "  249.371,158.406 248.345,158.232 248.728,156.433 250.261,154.419 251.627,154.863 251.927,156.871 254.323,156.454 254.878,153.898 254.924,155.323 253.21,156.959 \n",
       "  253.324,157.192 255.282,157.493 256.614,156.323 257.554,156.552 260.288,158.766 259.147,160.513 258.997,161.642 259.34,161.344 258.076,162.214 257.297,162.539 \n",
       "  255.039,164.906 255.523,165.479 254.383,164.793 255.677,165.811 256.44,166.769 257.179,166.591 257.075,166.57 256.646,165.03 255.527,165.322 252.23,161.907 \n",
       "  252.368,162.053 252.825,164.631 254.223,166.193 255.467,168.014 256.843,169.134 259.421,169.986 260.709,168.758 257.443,169.472 254.834,169.075 255.939,168.725 \n",
       "  256.727,168.431 257.022,168.902 256.334,170.324 253.913,168.919 254.934,166.512 254.484,167.795 253.209,169.925 252.35,169.337 247.178,168.962 248.466,170.273 \n",
       "  247.449,171.611 247.466,172.34 246.543,172.265 247.977,171.564 248.181,170.384 250.215,171.452 250.204,171.331 250.243,170.54 250.057,169.36 248.945,171.891 \n",
       "  248.99,172.832 249.621,173.737 249.382,171.652 251.218,171.008 248.846,170.911 249.756,171.257 251.658,171.306 254.246,173.928 252.886,175.516 252.272,177.1 \n",
       "  251.904,176.716 251.914,177.301 253.565,176.063 253.969,180.134 254.114,178.551 252.693,177.177 254.994,176.136 255.582,175.695 253.855,173.219 254.032,171.851 \n",
       "  252.303,172.154 251.39,171.728 249.482,171.82 247.254,173.042 246.668,174.088 248.827,174.556 248.392,175.199 246.571,175.032 247.206,173.901 247.097,173.318 \n",
       "  246.863,172.327 247.298,172.041 245.861,169.56 246.886,171.503 247.872,169.26 245.419,167.696 243.817,168.619 243.578,168.268 244.335,167.308 243.572,167.916 \n",
       "  243.992,168.509 242.421,167.866 242.72,168.4 240.767,170.376 242.341,170.037 244.203,170.67 243.426,171.687 243.171,171.059 244.426,172.895 245.693,172.194 \n",
       "  242.609,171.993 241.934,172.335 238.579,170.558 237.279,169.256 236.688,170.019 239.571,171.957 241.271,170.723 242.455,171.899 242.574,170.804 243.518,171.935 \n",
       "  244.147,173.842 244.818,173.014 241.945,171.101 242.263,170.917 240.958,170.869 240.003,170.442 240.729,172.466 238.589,169.35 237.409,169.804 235.836,170.73 \n",
       "  235.131,171.683 234.249,173.832 234.038,174.072 234.071,173.63 234.88,173.636 234.514,172.431 235.596,174.28 240.732,172.596 240.794,172.855 241.601,174.713 \n",
       "  241.45,175.093 240.291,176.969 238.677,176.064 237.979,176.569 236.199,175.25 235.161,174.765 232.948,174.387 232.774,173.861 233.26,174.402 230.736,174.91 \n",
       "  232.449,174.721 232.063,172.311 234.075,171.57 232.041,172.205 232.089,171.745 232.433,171.982 232.549,171.156 234.754,172.923 235.482,172.899 235.656,173.018 \n",
       "  237.302,173.038 236.617,173.928 237.877,174.012 239.416,174.753 242.323,174.092 244.033,175.293 243.621,175.911 244.663,175.18 244.318,175.223 243.015,175.757 \n",
       "  245.705,175.319 246.044,174.613 246.003,174.765 246.359,173.94 246.282,173.078 246.903,173.582 246.686,175.705 245.911,174.66 242.359,177.844 243.299,177.71 \n",
       "  242.785,178.34 243.991,176.803 244.75,174.912 243.135,173.325 243.049,174.852 242.648,174.628 245.027,175.628 245.036,177.158 243.829,181.366 241.553,181.283 \n",
       "  242.854,178.825 240.968,177.76 241.788,179.597 240.456,178.606 243.147,178.275 242.721,178.214 243.537,177.684 245.257,178.003 244.843,177.976 247.172,177.742 \n",
       "  243.968,178.642 244.124,178.8 243.501,179.674 243.447,180.883 244.412,181.968 242.582,182.224 240.803,182.215 240.183,182.324 239.056,183.025 237.993,181.694 \n",
       "  238.572,180.185 237.104,182.353 238.558,182.628 237.438,182.414 237.873,185.032 239.954,186.488 239.344,187.918 238.527,187.964 236.851,187.364 235.556,187.421 \n",
       "  237.283,185.802 237.413,186.987 236.303,187.522 236.135,188.424 233.724,189.028 232.355,188.162 232.878,187.706 233.459,186.122 230.489,184.477 230.261,184.719 \n",
       "  227.308,184.423 227.169,185.235 226.951,184.37 227.171,185.144 228.24,185.133 227.664,187.022 229.233,185.214 229.342,185.447 227.349,187.795 229.264,187.384 \n",
       "  228.857,185.982 227.442,185.957 227.683,186.999 227.869,188.718 227.974,188.405 225.819,189.087 226.872,189.388 224.517,188.676 222.383,190.155 222.119,188.59 \n",
       "  224.132,188.83 226.448,188.565 227.315,187.67 226.718,187.548 226.144,190.027 226.869,189.826 226.362,187.617 226.278,186.994 227.471,188.619 229.093,186.38 \n",
       "  229.259,183.946 231.52,181.466 231.799,181.082 231.248,183.082 231.674,183.224 230.187,181.325 227.406,179.658 228.75,179.9 231.255,178.807 232.379,179.978 \n",
       "  232.93,180.509 234.529,182.827 233.007,180.552 230.683,180.333 230.606,180.803 229.812,177.499 229.403,177.695 230.748,177.962 230.809,180.1 229.955,180.651 \n",
       "  228.477,180.555 228.15,179.762 229.303,179.135 232.813,177.803 233.161,177.746 229.515,177.546 229.291,176.17 228.341,177.817 228.835,178.542 228.794,180.987 \n",
       "  229.035,180.823 228.475,181.209 226.834,179.531 226.302,181.062 228.046,181.275 226.584,182.47 224.05,185.219 224.216,183.146 224.507,183.42 223.347,183.557 \n",
       "  224.427,184.293 223.549,183.719 221.449,183.15 220.062,183.221 218.304,184.155 217.568,185.383 216.789,184.928 217.869,184.042 217.147,183.853 216.345,186.151 \n",
       "  220.737,185.315 219.354,185.377 215.751,184.638 217.019,186.768 217.491,184.461 219.4,183.785 217.742,180.883 214.338,179.298 213.105,178.298 212.726,178.545 \n",
       "  212.523,177.972 210.314,176.641 210.084,177.573 212.162,177.856 211.778,178.42 213.647,178.66 210.352,180.382 210.905,179.04 210.478,178.521 209.588,179.149 \n",
       "  207.539,177.394 207.728,175.566 206.891,174.627 207.569,175.251 209.898,175.323 213.002,179.082 211.662,179.969 211.623,179.107 209.886,180.482 210.135,182.107 \n",
       "  210.958,181.04 206.702,179.979 205.409,179.955 205.035,178.043 203.531,178.849 203.691,179.393 203.425,179.406 204.821,181.341 204.376,182.415 206.617,181.94 \n",
       "  205.193,183.342 204.724,184.783 205.61,184.17 207.157,181.927 209.601,181.256 210.879,180.124 211.32,178.392 211.729,177.525 210.831,176.856 206.002,178.19 \n",
       "  205.342,178.146 206.169,179.846 204.516,180.154 204.188,182.236 205.204,183.948 202.587,184.167 200.454,185.141 200.483,184.913 203.003,182.895 203.24,184.514 \n",
       "  201.802,184.453 202.069,185.938 202.068,185.299 202.101,186.904 203.368,185.873 203.165,186.503 207.288,185.974 208.594,187.055 210.708,186.687 209.731,186.186 \n",
       "  209.914,184.096 206.793,182.723 203.935,184.853 208.011,187.552 205.419,186.665 209.112,184.837 208.344,183.693 207.893,182.517 207.131,186.55 210.617,187.946 \n",
       "  209.104,190.284 208.171,189.539 205.945,189.379 204.292,186.743 205.457,189.229 206.189,189.09 204.124,191.64 203.443,190.987 201.324,188.888 201.124,185.938 \n",
       "  199.634,186.701 199.432,189.002 198.342,188.324 200.661,188.129 201.107,187.724 201.388,187.101 200.662,187.119 202.06,185.765 204.389,187.269 202.084,186.152 \n",
       "  201.751,187.418 203.748,186.963 206.74,185.482 208.311,186.488 209.024,187.345 209.547,187.639 208.967,188.019 209.099,189.476 211.171,190.892 213.187,191.134 \n",
       "  214.969,191.469 215.764,191.941 216.357,193.251 217.399,191.482 218.135,191.358 216.83,193.233 216.143,193.16 217.533,195.081 218.331,194.504 218.718,196.592 \n",
       "  221.585,197.29 221.227,197.555 223.553,198.032 222.879,198.601 220.85,198.142 222.77,198.417 221.744,197.207 222.895,198.7 221.607,198.525 222.483,199.743 \n",
       "  226.442,200.849 225.761,201.122 225.849,201.091 224.555,201.224 225.935,201.103 228.453,199.454 229.751,198.1 228.488,197.34 229.595,198.607 229.166,198.583 \n",
       "  230.422,197.513 230.94,196.279 232.64,194.599 232.211,194.271 234.907,195.772 235.971,196.864 235.495,195.551 234.137,198.002 235.508,196.444 236.588,198.096 \n",
       "  233.847,197.113 236.04,196.22 235.465,198.064 237.551,198.497 235.191,199.009 237.024,197.098 239.728,196.049 241.787,195.287 243.099,197.329 241.934,194.714 \n",
       "  243.338,192.647 242.4,194.244 243.422,193.641 242.754,196.182 246.226,195.924 247.435,194.733 247.345,195.139 248.34,196.191 250.163,194.803 248.944,194.222 \n",
       "  249.055,196.441 251.922,198.919 254.176,198.947 254.496,199.387 254.451,198.342 251.61,197.294 249.909,197.524 250.483,198.348 249.782,198.421 249.121,199.646 \n",
       "  250.25,197.828 247.607,196.281 247.592,194.986 248.087,196.871 249.258,195.313 248.889,194.222 248.029,193.533 245.664,191.641 246.203,190.102 249.023,189.527 \n",
       "  249.074,187.092 247.068,189.275 247.389,190.035 247.7,189.727 248.591,189.432 251.317,191.802 250.428,193.421 251.202,194.423 251.327,192.808 251.61,192.786 \n",
       "  253.597,192.321 254.851,189.279 251.181,189.297 253.391,189.924 251.204,191.735 250.581,191.878 250.69,193.047 249.674,191.625 249.884,191.234 249.472,190.719 \n",
       "  249.284,190.615 250.388,189.4 250.521,191.246 250.845,190.351 251.63,188.034 251.464,188.564 250.531,189.119 250.051,191.43 250.459,191.998 249.971,192.086 \n",
       "  249.369,193.643 250.224,194.056 253.452,194.684 254.337,194.533 255.185,193.953 251.433,194.069 253.007,195.683 254.276,194.485 255.607,191.438 259.504,188.22 \n",
       "  258.868,189.973 260.889,189.369 260.691,191.41 258.399,191.984 256.936,190.448 257.871,189.519 260.027,191.048 259.282,190.917 258.078,191.629 257.387,194.166 \n",
       "  257.508,191.714 257.623,192.861 259.807,194.513 257.286,194.168 256.436,195.837 254.069,194.757 255.153,193.947 253.048,195.806 253.048,195.537 251.589,194.942 \n",
       "  250.748,194.641 249.521,195.267 248.084,197.96 250.13,195.879 250.139,197.658 248.999,197.678 248.281,199.883 249.638,201.779 248.748,203.915 249.254,206.383 \n",
       "  251.75,204.886 253.241,205.608 253.301,207.847 253.151,210.025 251.173,209.854 248.845,207.87 247.282,209.212 247.786,211.364 245.739,209.803 244.275,209.449 \n",
       "  243.741,207.62 244.766,208.212 244.912,208.033 243.49,208.926 242.9,208.402 242.779,212.015 241.773,214.693 242.125,216.677 240.317,216.234 241.419,215.676 \n",
       "  242.929,212.315 243.184,212.74 246.592,211.491 243.951,213.653 243.505,212.398 243.269,212.759 242.646,213.713 244.183,213.809 243.353,215.126 244.809,214.407 \n",
       "  245.628,214.123 245.449,212.899 244.261,213.392 243.406,212.76 241.983,211.546 243.2,211.769 241.9,211.21 243.491,212.464 244.159,215.653 242.278,214.505 \n",
       "  241.127,213.866 242.674,213.344 242.444,213.424 244.368,210.815 245.618,211.603 243.424,211.74 246.413,210.447 243.065,207.463 244.114,204.838 245.004,203.089 \n",
       "  245.111,204.413 245.08,205.082 243.633,206.437 245.634,207.006 245.292,207.416 244.586,208.797 243.999,211.046 244.39,209.708 246.908,211.196 246.71,211.287 \n",
       "  246.347,211.065 246.974,210.831 245.342,209.566 244.111,207.853 239.3,208.718 238.067,206.605 238.099,206.321 235.765,206.187 235.166,207.044 238.017,206.472 \n",
       "  237.97,208.568 236.501,208.228 239.922,208.252 240.491,209.723 243.193,211.793 244.53,213.979 243.728,215.132 243.951,215.406 245.578,214.795 244.814,216.36 \n",
       "  241.915,218.149 243.894,218.539 243.253,216.423 244.187,219.171 244.818,218.63 242.143,221.147 241.551,219.155 239.55,218.184 241.222,218.964 239.801,218.819 \n",
       "  240.536,218.952 240.835,219.398 241.215,219.631 241.543,218.812 241.261,218.074 242.246,217.993 240.459,217.379 240.261,216.848 239.117,217.378 238.898,217.826 \n",
       "  237.978,217.965 237.322,218.847 235.187,217.552 234.498,218.438 233.947,217.943 233.819,216.076 234.932,213.856 236.188,214.716 234.598,214.467 235.441,212.094 \n",
       "  233.061,214.517 233.717,214.124 236.348,214.253 236.607,217.263 237.35,215.948 235.966,216.222 235.999,216.569 235.787,217.417 234.765,217.328 236.375,217.275 \n",
       "  235.765,216.124 235.089,216.696 235.773,216.024 235.785,217.689 235.216,215.67 236.208,217.3 238.59,217.691 239.129,219.358 237.471,221.144 234.735,219.532 \n",
       "  233.429,222.226 232.202,224.714 233.087,225.694 234.183,228.737 232.616,228.809 232.102,228.976 233.494,229.543 233.977,231.53 230.845,231.682 230.561,230.955 \n",
       "  232.871,232.609 230.626,231.637 228.154,234.831 227.277,234.171 227.242,232.055 227.303,234.675 228.565,233.136 227.893,231.339 227.189,232.739 226.497,234.05 \n",
       "  226.178,233.75 228.287,233.903 228.285,233.623 228.623,232.406 227.542,229.06 226.277,229.409 225.12,230.769 225.929,231.225 224.338,231.154 222.73,231.223 \n",
       "  223.365,232.809 222.92,232.595 220.577,231.57 223.568,232.99 226.268,234.413 226.475,233.201 226.212,234.691 226.232,235.396 225.398,234.54 224.691,233.785 \n",
       "  222.026,233.919 223.289,232.246 222.284,234.047 222.457,233.301 219.993,232.834 219.449,233.69 219.656,233.313 218.804,234.171 219.644,232.835 220.91,235.044 \n",
       "  220.568,233.626 219.783,234.228 219.627,232.818 219.894,234.688 219.432,235.478 218.905,233.873 220.792,235.029 221.077,238.205 221.192,238.65 219.045,239.324 \n",
       "  218.551,236.782 216.432,239.032 218.482,237.562 218.713,236.181 220.611,236.24 217.91,235.909 219.21,234.167 219.659,235.81 219.252,234.43 218.006,234.955 \n",
       "  217.39,236.843 217.603,236.691 217.206,238.358 217.277,237.848 217.203,238.888 216.344,239.698 216.027,240.732 214.775,238.34 213.756,237.078 213.254,235.291 \n",
       "  210.8,236.854 209.078,237.612 210.939,237.684 211.985,238.091 211.952,239.201 209.433,239.906 211.371,239.974 212.324,239.384 212.542,237.355 211.157,238.522 \n",
       "  211.568,241.767 212.418,240.72 214.339,239.168 212.711,236.641 212.582,236.284 212.36,239.034 211.121,238.794 210.725,238.174 209.456,238.657 208.543,239.29 \n",
       "  207.222,241.083 207.233,241.645 208.935,240.377 207.151,239.296 206.215,237.953 207.12,241.427 207.875,241.121 203.965,242.15 201.751,242.265 201.207,242.268 \n",
       "  199.125,240.786 201.603,240.831 201.377,239.36 201.87,240.058 203.796,240.463 204.287,240.556 203.162,240.089 203.574,241.612 202.907,241.763 203.911,241.627 \n",
       "  204.647,243.71 206.375,242.882 204.153,244.12 202.204,244.315 201.488,244.381 200.902,245.094 201.597,245.665 201.731,245.905 202.765,244.802 203.43,244.661 \n",
       "  204.732,246.006 205.89,246.159 204.827,244.389 204.428,242.543 204.802,238.972 204.539,236.317 203.75,237.779 204.266,240.287 202.903,240.653 206.086,241.234 \n",
       "  206.738,238.309 204.944,239.36 204.269,236.165 204.713,236.104 206.548,235.72 206.588,234.954 208.999,234.62 207.585,234.464 207.879,233.796 208.443,233.225 \n",
       "  210.16,234.644 209.932,233.077 211.301,231.969 213.267,232.229 212.076,231.021 209.968,230.424 210.892,228.567 211.814,228.862 211.342,229.58 212.316,230.844 \n",
       "  215.514,229.598 215.985,230.062 215.866,229.395 216.028,230.295 216.725,231.012 216.01,233.66 217.538,234.573 218.144,236.484 218.459,236.578 217.909,235.229 \n",
       "  217.928,236.951 219.715,239.189 215.462,239.183 215.046,238.537 215.482,237.744 216.145,238.737 214.31,239.232 212.998,239.752 214.13,236.119 212.15,237.403 \n",
       "  212.587,236.393 211.26,235.915 211.998,236.122 213.287,238.442 215.605,237.16 213.616,236.167 211.27,234.503 209.042,235.186 207.48,237.374 210.538,234.615 \n",
       "  210.658,236.181 209.452,236.087 211.414,237.631 210.442,235.95 211.243,237.005 210.13,235.971 210.603,235.407 211.582,234.286 211.951,234.954 211.701,236.212 \n",
       "  211.68,235.749 211.442,233.308 213.066,232.692 212.384,235.517 213.977,234.856 213.233,236.079 214.392,236.181 214.965,238.285 216.169,237.686 216.167,236.947 \n",
       "  215.092,236.314 215.071,237.34 214.591,237.298 212.869,237.024 211.701,235.728 210.066,238.172 208.13,239.784 208.238,236.707 207.603,235.263 206.192,234.886 \n",
       "  202.702,234.79 201.991,234.185 201.051,234.233 201.3,234.735 200.694,234.485 199.77,233.007 199.37,231.713 199.349,232.356 198.404,231.195 200.069,230.06 \n",
       "  197.804,227.676 200.672,228.383 198.05,225.66 197.914,225.317 195.52,224.953 195.073,227.16 193.728,228.648 195.121,229.204 195.035,230.547 195.334,231.265 \n",
       "  196.537,230.572 193.907,231.953 192.311,230.344 192.494,229.801 191.867,229.802 191.165,231.036 193.356,229.324 190.948,229.476 192.332,229.794 191.521,229.255 \n",
       "  190.18,230.259 190.706,229.469 191.916,229.789 193.025,230.564 193.597,229.717 193.859,229.764 192.985,229.117 192.762,228.024 193.583,226.433 195.119,227.448 \n",
       "  196.208,228.399 196.238,228.315 193.616,230.114 190.783,229.366 189.445,230.175 190.119,231.65 191.516,232.846 190.657,232.219 187.492,234.565 187.266,235.228 \n",
       "  188.826,237.274 189.473,237.377 191.032,236.23 191.563,236.359 190.485,236.687 190.407,237.448 190.545,238.536 192.507,239.108 192.246,239.065 191.169,242.765 \n",
       "  192.939,242.05 191.33,239.662 191.816,239.986 190.748,241.382 191.661,240.207 191.931,239.083 189.954,239.013 191.262,238.105 191.426,237.99 190.718,239.346 \n",
       "  191.871,237.86 192.048,238.852 194.968,240.212 194.247,240.196 192.306,242.959 191.667,243.505 190.091,243.931 189.713,242.735 188.178,241.712 188.135,242.802 \n",
       "  188.111,242.959 185.644,243.022 186.936,242.906 185.612,240.347 184.911,237.957 185.391,238.07 185.948,238.98 188.962,239.388 188.113,239.123 189.448,237.69 \n",
       "  188.738,237.909 189.817,237.016 190.585,238.009 191.011,237.759 189.339,237.561 190.407,236.1 190.352,235.37 189.459,232.395 189.08,231.763 190.366,231.334 \n",
       "  192.874,231.917 192.815,233.51 192.729,233.491 193.107,234.066 192.79,235.081 193.577,233.953 194.436,233.772 194.145,234.187 198.02,235.379 197.295,231.062 \n",
       "  198.327,231.173 198.643,231.233 196.84,228.624 197.31,227.794 197.223,230.293 199.179,231.946 200.529,233.408 198.946,233.904 199.441,234.616 199.607,234.641 \n",
       "  200.139,234.589 200.603,234.398 199.019,233.761 198.505,235.158 199.11,235.208 199.182,236.126 196.724,234.618 198.305,234.958 200.087,235.571 198.672,236.806 \n",
       "  199.193,238.363 198.66,238.666 198.491,239.154 198.57,241.552 198.568,243.328 198.815,242.499 199.046,241.548 200.318,240.242 199.238,240.208 198.929,240.735 \n",
       "  196.769,239.128 196.444,240.391 196.256,238.25 198.49,237.655 199.858,235.329 201.055,236.34 201.903,235.899 202.75,238.213 203.917,236.927 204.386,235.421 \n",
       "  203.719,235.515 204.481,232.42 203.691,234.332 204.318,234.287 204.585,233.09 204.983,231.813 206.095,231.334 205.275,233.027 205.632,233.006 205.234,233.199 \n",
       "  205.129,235.827 206.03,236.025 204.72,234.6 204.895,233.595 208.467,233.984 208.868,235.954 210.142,237.288 210.98,239.245 211.687,237.921 212.824,237.393 \n",
       "  215.446,237.5 212.721,237.036 212.288,236.972 212.588,235.385 209.78,235.634 208.062,236.698 209.027,237.203 211.168,239.027 208.04,238.843 208.029,240.743 \n",
       "  209.259,241.259 209.296,239.783 211.644,240.209 212.051,241.115 214.056,240.956 214.659,241.711 215.761,239.302 215.02,239.696 215.05,239.665 214.127,238.093 \n",
       "  215.566,238.259 212.513,239.026 211.277,239.673 211.956,242.626 213.993,242.584 215.558,240.962 216.84,239.645 214.915,242.642 216.392,241.658 216.513,241.157 \n",
       "  215.114,243.14 214.44,241.736 215.349,243.047 219.143,244.353 220.414,244.752 221.156,245.191 218.873,245.288 219.262,244.875 218.526,244.079 217.718,245.363 \n",
       "  217.772,244.516 215.829,245.232 215.131,242.065 217.302,245.029 214.855,245.041 215.096,246.83 215.788,244.56 214.477,244.286 215.047,244.744 214.179,244.713 \n",
       "  213.286,243.572 215.467,242.277 215.32,243.248 216.456,243.359 215.928,243.179 216.943,241.108 218.961,241.081 220.484,241.954 221.106,244.378 223.046,245.317 \n",
       "  223.456,246.247 223.807,247.375 222.291,245.516 223.949,245.711 226.138,244.065 224.539,241.339 224.938,242.585 226.113,243.776 227.474,241.343 225.611,241.766 \n",
       "  225.813,239.729 223.355,240.448 222.573,240.256 221.828,238.928 225.018,240.738 223.877,238.552 223.195,237.727 221.564,236.066 219.944,235.315 219.973,238.226 \n",
       "  220.758,238.114 220.41,237.148 217.157,237.019 216.296,234.131 213.557,233.213 213.653,234.582 215.68,234.613 213.245,234.669 215.251,234.29 215.515,233.645 \n",
       "  217.99,231.037 219.754,233.218 217.223,235.494 216.644,238.917 216.468,240.448 215.667,240.767 215.096,241.747 213.331,239.566 212.781,239.649 213.654,239.384 \n",
       "  211.322,242.115 210.165,244.199 209.542,243.395 208.506,243.198 209.92,242.805 208.9,240.927 213.384,238.209 215.286,239.525 215.219,240.262 214.763,242.425 \n",
       "  216.68,243.38 216.611,242 217.698,242.002 216.362,242.104 216.619,240.823 215.904,241.307 218.728,242.028 219.096,243.135 217.842,242.964 217.021,241.935 \n",
       "  214.419,242.317 213.41,241.547 214.816,242.796 215.108,245.285 217.147,244.649 217.211,247.422 219.814,245.689 218.756,246.209 219.785,246.929 219.821,247.338 \n",
       "  216.374,249.901 215.95,251.565 215.421,250.178 214.765,251.352 212.647,251.866 211.829,248.499 212.148,247.544 211.296,246.656 211.541,246.811 211.721,245.026 \n",
       "  210.004,245.943 210.361,245.768 209.711,244.776 209.006,245.93 209.59,246.04 209.29,245.428 207.896,244.316 208.471,244.697 209.981,240.957 207.926,237.412 \n",
       "  207.994,236.923 208.879,233.505 209.226,234.861 206.506,237.591 208.501,238.056 206.499,235.91 204.486,236.112 204.502,233.219 203.674,234.523 206.041,232.681 \n",
       "  204.286,231.178 203.835,233.27 204.044,234.053 201.244,233.028 201.206,235.145 200.164,234.545 201.399,234.767 202.744,234.836 205.625,231.834 205.041,231.529 \n",
       "  204.848,230.189 208.605,232.108 207.251,230.43 203.608,229.158 205.685,229.228 204.187,226.201 203.595,226.991 204.126,227.607 204.262,228.362 202.803,228.72 \n",
       "  204.33,228.412 206.499,227.132 205.673,228.628 202.471,227.52 204.422,228.761 204.089,226.926 204.507,227.834 205.384,226.301 205.662,227.888 208.514,226.22 \n",
       "  208.266,226.759 209.889,226.373 208.925,225.051 207.817,226.826 208.767,227.74 206.166,227.629 205.565,228.343 204.179,229.574 203.043,229.911 199.903,228.325 \n",
       "  204.135,228.72 203.369,228.535 202.012,228.062 202.835,229.08 204.773,228.852 204.493,228.387 203.87,228.236 205.185,229.17 205.441,229.903 207.52,228.903 \n",
       "  208.854,228.622 207.2,227.809 205.289,228.339 205.904,229.476 207.965,229.372 206.25,230.409 206.91,228.46 206.624,228.506 205.864,230.254 204.919,227.991 \n",
       "  204.201,228.117 204.191,227.641 202.979,227.283 203.188,229.401 203.271,230.392 203.306,230.522 203.158,231.652 201.836,233.338 202.069,233.125 203.944,234.966 \n",
       "  208.418,235.439 206.282,234.483 208.171,232.4 206.674,234.317 206.233,233.57 205.443,233.548 205.124,232.61 206.508,233.308 207.325,233.745 207.034,232.551 \n",
       "  205.764,232.318 207.207,231.915 206.628,229.315 206.902,230.625 208.84,231.136 209.209,231.572 208.99,229.861 207.306,228.726 208.971,228.623 205.453,228.065 \n",
       "  206.685,229.942 205.227,230.337 205.179,232.301 202.655,233.835 203.664,232.935 203.98,232.148 205.526,231.993 206.217,230.498 205.468,230.813 206.041,229.37 \n",
       "  207.126,231.215 205.938,231.386 204.443,229.464 206.831,227.906 204.703,227.72 205.458,228.022 204.949,227.809 204.018,226.977 205.629,226.349 206.01,225.127 \n",
       "  206.285,224.657 206.758,223.584 205.843,222.202 208.008,221.672 209.571,222.654 207.996,223.05 207.597,223.472 208.93,221.132 207.776,221.308 206.255,219.362 \n",
       "  206.914,215.937 208.107,217.824 208.476,217.526 208.839,214.871 208.236,216.674 207.264,215.404 209.002,214.26 209.456,214.317 210.179,214.42 211.671,212.242 \n",
       "  212.09,213.917 212.603,216.122 214.164,215.532 216.518,215.665 214.516,214.732 216.187,213.39 215.533,213.262 216.207,214.421 216.414,213.743 212.721,212.58 \n",
       "  211.941,214.903 212.794,215.45 211.651,214.217 214.266,211.513 215.816,209.078 216.557,209.941 218.973,209.572 218.493,209.677 217.959,209.477 217.999,210.021 \n",
       "  218.459,209.654 215.496,208.574 215.809,210.021 214.963,210.074 211.894,209.339 211.163,208.229 212.864,209.1 212.681,209.107 212.574,209.081 212.233,209.917 \n",
       "  212.559,210.749 212.789,209.459 212.171,209.982 211.771,210.916 211.054,212.062 208.52,210.801 208.755,210.499 211.222,210.336 210.839,208.066 212.383,210.466 \n",
       "  213.674,211.696 212.434,211.406 213.46,210.553 212.309,210.018 207.807,208.439 207.644,208.284 206.522,207.763 205.13,205.986 206.713,205.169 207.865,206.41 \n",
       "  209.883,205.945 208.996,209.211 208.373,208.419 206.296,209.249 207.391,209.389 208.65,209.395 208.529,210.102 205.616,211.151 203.185,212.728 203.342,212.594 \n",
       "  203.486,214.119 203.272,215.988 202.275,215.735 200.062,218.994 200.057,218.535 198.536,219.14 198.142,218.293 198.495,217.664 195.75,220.222 197.323,222.09 \n",
       "  199.416,224.524 199.894,226.674 197.826,225.427 199.231,223.971 201.72,224.654 202.394,226.681 202.068,226.489 201.299,225.711 202.222,227.497 202.791,227.065 \n",
       "  202.341,227.814 201.205,226.255 201.921,227.37 201.487,230.76 200.806,232.573 199.765,233.677 199.815,233.902 199.099,233.112 200.543,234.634 197.447,235.372 \n",
       "  200.553,235.139 197.422,235.701 195.374,234.784 196.409,235.7 196.924,235.275 196.298,231.804 196.453,230.978 196.747,229.809 196.421,229.786 196.418,227.336 \n",
       "  197.568,227.313 195.307,226.504 193.32,228.17 193.11,225.899 194.622,224.209 194.666,222.495 198.482,222.464 197.158,220.209 196.912,221.196 196.206,221.095 \n",
       "  194.887,220.503 192.51,218.415 193.24,218.736 193.93,220.732 194.73,221.356 195.017,220.218 194.581,221.39 196.098,222.589 195.249,221.694 195.429,217.993 \n",
       "  193.471,217.598 193.407,221.586 195.326,221.828 195.474,222.812 196.282,221.775 196.626,221.28 198.587,220.344 195.923,218.753 192.527,221.168 192.59,220.04 \n",
       "  192.43,220.682 190.212,219.699 189.455,219.548 189.951,220.276 188.118,220.436 187.32,222.536 187.924,223.084 188.157,224.847 189.149,224.959 186.077,226.836 \n",
       "  188.467,225.407 189.088,225.817 187.318,226.804 186.115,227.67 185.744,230.164 184.993,230.487 184.868,231.757 184.167,231.849 184.692,231.699 184.778,230.175 \n",
       "  184.668,230.06 184.826,231.906 187.446,235.072 186.925,237.206 186.583,236.886 188.708,236.996 189.535,236.665 189.013,237.239 187.961,238.267 188.094,235.624 \n",
       "  190.483,235.725 191.609,234.647 190.132,234.57 190.559,234.976 189.668,236.057 189.073,236.28 188.524,235.525 187.874,237.583 188.097,238.116 186.362,239.734 \n",
       "  184.954,241.401 184.07,245.078 185.922,243.731 188.287,243.394 188.29,241.698 187.641,239.788 186.512,243.319 187.056,242.724 186.881,242.093 186.472,240.591 \n",
       "  186.873,241.214 187.074,241.763 185.79,243.346 184.273,244.688 184.322,243.712 183.438,245.331 182.365,244.657 184.01,245.002 183.446,246.762 184.214,246.928 \n",
       "  184.224,248.812 185.816,249.046 186.215,247.92 184.15,247.827 183.836,248.075 185.814,250.576 185.501,249.755 184.505,250.241 186.05,249.618 184.821,250.338 \n",
       "  185.361,250.276 186.566,248.863 184.465,249.271 184.148,248.861 183.328,251.197 183.067,252.224 185.548,248.716 183.455,248.091 180.427,248.523 184.235,247.979 \n",
       "  181.654,249.511 183.039,251.237 185.186,249.806 186.882,247.704 187.669,248.706 187.136,250.079 188.313,249.756 186.443,249.014 185.833,249.916 183.295,249 \n",
       "  184.151,246.377 185.224,248.042 186.157,249.014 187.921,247.652 186.831,249.892 185.822,247.969 185.489,249.302 185.454,249.353 187.575,250.451 186.977,249.075 \n",
       "  186.479,250.777 187.155,250.787 186.379,251.921 186.686,254.409 186.116,253.461 183.596,254.149 184.032,254.496 185.312,254.062 185.322,251.285 183.292,251.25 \n",
       "  183.269,252.447 183.328,252.374 182.981,250.631 183.688,251.509 182.127,254.516 180.485,252.344 181.772,251.519 181.336,250.178 181.816,249.823 181.06,248.987 \n",
       "  180.307,247.927 180.235,246.98 180.057,247.056 182.862,245.568 180.729,245.494 181.177,247.035 180.75,245.995 183.737,245.669 185.923,244.734 185.297,245.598 \n",
       "  184.945,247.301 186.347,246.482 185.584,245.851 187.706,243.982 188.151,243.504 187.578,245.862 186.308,247.284 185.538,248.793 185.394,247.48 185.778,247.113 \n",
       "  186.199,245.691 186.734,246.533 186.211,247.543 184.52,245.452 185.778,247.19 186.166,245.617 189.045,245.101 185.636,243.953 184.671,244.609 179.972,241.477 \n",
       "  179.288,239.823 178.106,238.323 179.816,238.873 180.391,237.707 182.443,238.648 182.206,238.113 181.548,235.511 179.779,235.126 178.777,236.729 181.629,234.65 \n",
       "  179.13,236.755 180.448,237.456 181.484,238.505 184.315,237.155 181.254,236.684 182.089,238.479 184.105,239.419 183.192,240.072 180.241,238.671 179.96,240.565 \n",
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       "</g>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "using GR\n",
    "\n",
    "# 座標の初期値\n",
    "x = 0.0\n",
    "y = 0.0\n",
    "z = 0.0\n",
    "\n",
    "xlist = Float64[]\n",
    "ylist = Float64[]\n",
    "zlist = Float64[]\n",
    "\n",
    "@time function brown_plot(x,y,z)\n",
    "    for i = 1:10000\n",
    "        # 正規分布に従う乱数の生成（rand（）は一様分布，randn()は正規乱数）\n",
    "        x += randn()\n",
    "        y += randn()\n",
    "        z += randn()\n",
    "        push!(xlist, x)\n",
    "        push!(ylist, y)\n",
    "        push!(zlist, z)\n",
    "    end\n",
    "end\n",
    "\n",
    "brown_plot(x, y, z)\n",
    "gr()\n",
    "# lw は線の太さ\n",
    "Plots.plot(xlist, ylist,zlist, title=\"Brownian motion\",lw=0.4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: replacing module PlotlyBase\n"
     ]
    },
    {
     "ename": "LoadError",
     "evalue": "\u001b[91mUndefVarError: AbstractTrace not defined\u001b[39m",
     "output_type": "error",
     "traceback": [
      "\u001b[91mUndefVarError: AbstractTrace not defined\u001b[39m",
      "",
      "Stacktrace:",
      " [1] \u001b[1minclude_string\u001b[22m\u001b[22m\u001b[1m(\u001b[22m\u001b[22m::String, ::String\u001b[1m)\u001b[22m\u001b[22m at \u001b[1m./loading.jl:522\u001b[22m\u001b[22m"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true,
    "slideshow": {
     "slide_type": "subslide"
    }
   },
   "outputs": [],
   "source": [
    "using Plots\n",
    "gr()\n",
    "w = cumsum(randn(10000,3))\n",
    "Plots.plot(w[:,1],w[:,2],w[:,3], title=\"Brownian motion\",lw=0.4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ぐりぐり出来るランダムウォーク．(黒木さんのコードを引用)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
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this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},a.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},a.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var i=0;i<e;i++)this.words[i]=67108863&~this.words[i];return r>0&&(this.words[i]=~this.words[i]&67108863>>26-r),this.strip()},a.prototype.notn=function(t){return this.clone().inotn(t)},a.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,i=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();var r,n;this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r=this.cmp(t);if(0===r)return this.negative=0,this.length=1,this.words[0]=0,this;var n,i;r>0?(n=this,i=t):(n=t,i=this);for(var a=0,o=0;o<i.length;o++)e=(0|n.words[o])-(0|i.words[o])+a,a=e>>26,this.words[o]=67108863&e;for(;0!==a&&o<n.length;o++)e=(0|n.words[o])+a,a=e>>26,this.words[o]=67108863&e;if(0===a&&o<n.length&&n!==this)for(;o<n.length;o++)this.words[o]=n.words[o];return this.length=Math.max(this.length,o),n!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var k=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,u=0,c=0|o[0],h=8191&c,f=c>>>13,d=0|o[1],p=8191&d,m=d>>>13,g=0|o[2],v=8191&g,y=g>>>13,b=0|o[3],x=8191&b,_=b>>>13,w=0|o[4],M=8191&w,k=w>>>13,A=0|o[5],T=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,I=0|o[7],z=8191&I,D=I>>>13,P=0|o[8],O=8191&P,R=P>>>13,F=0|o[9],j=8191&F,N=F>>>13,B=0|s[0],U=8191&B,V=B>>>13,H=0|s[1],q=8191&H,G=H>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ut=st>>>13,ct=0|s[8],ht=8191&ct,ft=ct>>>13,dt=0|s[9],pt=8191&dt,mt=dt>>>13;r.negative=t.negative^e.negative,r.length=19,n=Math.imul(h,U),i=Math.imul(h,V),i=i+Math.imul(f,U)|0,a=Math.imul(f,V);var gt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(p,U),i=Math.imul(p,V),i=i+Math.imul(m,U)|0,a=Math.imul(m,V),n=n+Math.imul(h,q)|0,i=i+Math.imul(h,G)|0,i=i+Math.imul(f,q)|0,a=a+Math.imul(f,G)|0;var vt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=Math.imul(v,V),i=i+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(p,q)|0,i=i+Math.imul(p,G)|0,i=i+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0,n=n+Math.imul(h,W)|0,i=i+Math.imul(h,X)|0,i=i+Math.imul(f,W)|0,a=a+Math.imul(f,X)|0;var yt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(x,U),i=Math.imul(x,V),i=i+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,q)|0,i=i+Math.imul(v,G)|0,i=i+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(p,W)|0,i=i+Math.imul(p,X)|0,i=i+Math.imul(m,W)|0,a=a+Math.imul(m,X)|0,n=n+Math.imul(h,J)|0,i=i+Math.imul(h,K)|0,i=i+Math.imul(f,J)|0,a=a+Math.imul(f,K)|0;var bt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=Math.imul(M,V),i=i+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(x,q)|0,i=i+Math.imul(x,G)|0,i=i+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=i+Math.imul(v,X)|0,i=i+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(p,J)|0,i=i+Math.imul(p,K)|0,i=i+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0,n=n+Math.imul(h,$)|0,i=i+Math.imul(h,tt)|0,i=i+Math.imul(f,$)|0,a=a+Math.imul(f,tt)|0;var xt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=Math.imul(T,V),i=i+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(M,q)|0,i=i+Math.imul(M,G)|0,i=i+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(x,W)|0,i=i+Math.imul(x,X)|0,i=i+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=i+Math.imul(v,K)|0,i=i+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(p,$)|0,i=i+Math.imul(p,tt)|0,i=i+Math.imul(m,$)|0,a=a+Math.imul(m,tt)|0,n=n+Math.imul(h,rt)|0,i=i+Math.imul(h,nt)|0,i=i+Math.imul(f,rt)|0,a=a+Math.imul(f,nt)|0;var _t=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=Math.imul(L,V),i=i+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(T,q)|0,i=i+Math.imul(T,G)|0,i=i+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(M,W)|0,i=i+Math.imul(M,X)|0,i=i+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(x,J)|0,i=i+Math.imul(x,K)|0,i=i+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=i+Math.imul(v,tt)|0,i=i+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(p,rt)|0,i=i+Math.imul(p,nt)|0,i=i+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0,n=n+Math.imul(h,at)|0,i=i+Math.imul(h,ot)|0,i=i+Math.imul(f,at)|0,a=a+Math.imul(f,ot)|0;var wt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(z,U),i=Math.imul(z,V),i=i+Math.imul(D,U)|0,a=Math.imul(D,V),n=n+Math.imul(L,q)|0,i=i+Math.imul(L,G)|0,i=i+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(T,W)|0,i=i+Math.imul(T,X)|0,i=i+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(M,J)|0,i=i+Math.imul(M,K)|0,i=i+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(x,$)|0,i=i+Math.imul(x,tt)|0,i=i+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=i+Math.imul(v,nt)|0,i=i+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(p,at)|0,i=i+Math.imul(p,ot)|0,i=i+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0,n=n+Math.imul(h,lt)|0,i=i+Math.imul(h,ut)|0,i=i+Math.imul(f,lt)|0,a=a+Math.imul(f,ut)|0;var Mt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(O,U),i=Math.imul(O,V),i=i+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(z,q)|0,i=i+Math.imul(z,G)|0,i=i+Math.imul(D,q)|0,a=a+Math.imul(D,G)|0,n=n+Math.imul(L,W)|0,i=i+Math.imul(L,X)|0,i=i+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(T,J)|0,i=i+Math.imul(T,K)|0,i=i+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(M,$)|0,i=i+Math.imul(M,tt)|0,i=i+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(x,rt)|0,i=i+Math.imul(x,nt)|0,i=i+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=i+Math.imul(v,ot)|0,i=i+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(p,lt)|0,i=i+Math.imul(p,ut)|0,i=i+Math.imul(m,lt)|0,a=a+Math.imul(m,ut)|0,n=n+Math.imul(h,ht)|0,i=i+Math.imul(h,ft)|0,i=i+Math.imul(f,ht)|0,a=a+Math.imul(f,ft)|0;var kt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(j,U),i=Math.imul(j,V),i=i+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(O,q)|0,i=i+Math.imul(O,G)|0,i=i+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(z,W)|0,i=i+Math.imul(z,X)|0,i=i+Math.imul(D,W)|0,a=a+Math.imul(D,X)|0,n=n+Math.imul(L,J)|0,i=i+Math.imul(L,K)|0,i=i+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(T,$)|0,i=i+Math.imul(T,tt)|0,i=i+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(M,rt)|0,i=i+Math.imul(M,nt)|0,i=i+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(x,at)|0,i=i+Math.imul(x,ot)|0,i=i+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=i+Math.imul(v,ut)|0,i=i+Math.imul(y,lt)|0,a=a+Math.imul(y,ut)|0,n=n+Math.imul(p,ht)|0,i=i+Math.imul(p,ft)|0,i=i+Math.imul(m,ht)|0,a=a+Math.imul(m,ft)|0,n=n+Math.imul(h,pt)|0,i=i+Math.imul(h,mt)|0,i=i+Math.imul(f,pt)|0,a=a+Math.imul(f,mt)|0;var At=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(j,q),i=Math.imul(j,G),i=i+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(O,W)|0,i=i+Math.imul(O,X)|0,i=i+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(z,J)|0,i=i+Math.imul(z,K)|0,i=i+Math.imul(D,J)|0,a=a+Math.imul(D,K)|0,n=n+Math.imul(L,$)|0,i=i+Math.imul(L,tt)|0,i=i+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(T,rt)|0,i=i+Math.imul(T,nt)|0,i=i+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(M,at)|0,i=i+Math.imul(M,ot)|0,i=i+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(x,lt)|0,i=i+Math.imul(x,ut)|0,i=i+Math.imul(_,lt)|0,a=a+Math.imul(_,ut)|0,n=n+Math.imul(v,ht)|0,i=i+Math.imul(v,ft)|0,i=i+Math.imul(y,ht)|0,a=a+Math.imul(y,ft)|0,n=n+Math.imul(p,pt)|0,i=i+Math.imul(p,mt)|0,i=i+Math.imul(m,pt)|0,a=a+Math.imul(m,mt)|0;var Tt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(j,W),i=Math.imul(j,X),i=i+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(O,J)|0,i=i+Math.imul(O,K)|0,i=i+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(z,$)|0,i=i+Math.imul(z,tt)|0,i=i+Math.imul(D,$)|0,a=a+Math.imul(D,tt)|0,n=n+Math.imul(L,rt)|0,i=i+Math.imul(L,nt)|0,i=i+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(T,at)|0,i=i+Math.imul(T,ot)|0,i=i+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(M,lt)|0,i=i+Math.imul(M,ut)|0,i=i+Math.imul(k,lt)|0,a=a+Math.imul(k,ut)|0,n=n+Math.imul(x,ht)|0,i=i+Math.imul(x,ft)|0,i=i+Math.imul(_,ht)|0,a=a+Math.imul(_,ft)|0,n=n+Math.imul(v,pt)|0,i=i+Math.imul(v,mt)|0,i=i+Math.imul(y,pt)|0,a=a+Math.imul(y,mt)|0;var St=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(j,J),i=Math.imul(j,K),i=i+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(O,$)|0,i=i+Math.imul(O,tt)|0,i=i+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(z,rt)|0,i=i+Math.imul(z,nt)|0,i=i+Math.imul(D,rt)|0,a=a+Math.imul(D,nt)|0,n=n+Math.imul(L,at)|0,i=i+Math.imul(L,ot)|0,i=i+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(T,lt)|0,i=i+Math.imul(T,ut)|0,i=i+Math.imul(S,lt)|0,a=a+Math.imul(S,ut)|0,n=n+Math.imul(M,ht)|0,i=i+Math.imul(M,ft)|0,i=i+Math.imul(k,ht)|0,a=a+Math.imul(k,ft)|0,n=n+Math.imul(x,pt)|0,i=i+Math.imul(x,mt)|0,i=i+Math.imul(_,pt)|0,a=a+Math.imul(_,mt)|0;var Et=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(j,$),i=Math.imul(j,tt),i=i+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(O,rt)|0,i=i+Math.imul(O,nt)|0,i=i+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(z,at)|0,i=i+Math.imul(z,ot)|0,i=i+Math.imul(D,at)|0,a=a+Math.imul(D,ot)|0,n=n+Math.imul(L,lt)|0,i=i+Math.imul(L,ut)|0,i=i+Math.imul(C,lt)|0,a=a+Math.imul(C,ut)|0,n=n+Math.imul(T,ht)|0,i=i+Math.imul(T,ft)|0,i=i+Math.imul(S,ht)|0,a=a+Math.imul(S,ft)|0,n=n+Math.imul(M,pt)|0,i=i+Math.imul(M,mt)|0,i=i+Math.imul(k,pt)|0,a=a+Math.imul(k,mt)|0;var Lt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(j,rt),i=Math.imul(j,nt),i=i+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(O,at)|0,i=i+Math.imul(O,ot)|0,i=i+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(z,lt)|0,i=i+Math.imul(z,ut)|0,i=i+Math.imul(D,lt)|0,a=a+Math.imul(D,ut)|0,n=n+Math.imul(L,ht)|0,\n",
       "i=i+Math.imul(L,ft)|0,i=i+Math.imul(C,ht)|0,a=a+Math.imul(C,ft)|0,n=n+Math.imul(T,pt)|0,i=i+Math.imul(T,mt)|0,i=i+Math.imul(S,pt)|0,a=a+Math.imul(S,mt)|0;var Ct=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(j,at),i=Math.imul(j,ot),i=i+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(O,lt)|0,i=i+Math.imul(O,ut)|0,i=i+Math.imul(R,lt)|0,a=a+Math.imul(R,ut)|0,n=n+Math.imul(z,ht)|0,i=i+Math.imul(z,ft)|0,i=i+Math.imul(D,ht)|0,a=a+Math.imul(D,ft)|0,n=n+Math.imul(L,pt)|0,i=i+Math.imul(L,mt)|0,i=i+Math.imul(C,pt)|0,a=a+Math.imul(C,mt)|0;var It=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(j,lt),i=Math.imul(j,ut),i=i+Math.imul(N,lt)|0,a=Math.imul(N,ut),n=n+Math.imul(O,ht)|0,i=i+Math.imul(O,ft)|0,i=i+Math.imul(R,ht)|0,a=a+Math.imul(R,ft)|0,n=n+Math.imul(z,pt)|0,i=i+Math.imul(z,mt)|0,i=i+Math.imul(D,pt)|0,a=a+Math.imul(D,mt)|0;var zt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,n=Math.imul(j,ht),i=Math.imul(j,ft),i=i+Math.imul(N,ht)|0,a=Math.imul(N,ft),n=n+Math.imul(O,pt)|0,i=i+Math.imul(O,mt)|0,i=i+Math.imul(R,pt)|0,a=a+Math.imul(R,mt)|0;var Dt=(u+n|0)+((8191&i)<<13)|0;u=(a+(i>>>13)|0)+(Dt>>>26)|0,Dt&=67108863,n=Math.imul(j,pt),i=Math.imul(j,mt),i=i+Math.imul(N,pt)|0,a=Math.imul(N,mt);var Pt=(u+n|0)+((8191&i)<<13)|0;return u=(a+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,l[0]=gt,l[1]=vt,l[2]=yt,l[3]=bt,l[4]=xt,l[5]=_t,l[6]=wt,l[7]=Mt,l[8]=kt,l[9]=At,l[10]=Tt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=It,l[16]=zt,l[17]=Dt,l[18]=Pt,0!==u&&(l[19]=u,r.length++),r};Math.imul||(k=u),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?k(this,t,e):r<63?u(this,t,e):r<1024?c(this,t,e):h(this,t,e)},f.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},f.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},f.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},f.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),u=Math.sin(2*Math.PI/s),c=0;c<i;c+=s)for(var h=l,f=u,d=0;d<o;d++){var p=r[c+d],m=n[c+d],g=r[c+d+o],v=n[c+d+o],y=h*g-f*v;v=h*v+f*g,g=y,r[c+d]=p+g,n[c+d]=m+v,r[c+d+o]=p-g,n[c+d+o]=m-v,d!==s&&(y=l*h-u*f,f=l*f+u*h,h=y)}},f.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},f.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},f.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},f.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},f.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},f.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),h=new Array(n),f=r.words;f.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,h,n,i);for(var d=0;d<n;d++){var p=s[d]*c[d]-l[d]*h[d];l[d]=s[d]*h[d]+l[d]*c[d],s[d]=p}return this.conjugate(s,l,n),this.transform(s,l,f,a,n,i),this.conjugate(f,a,n),this.normalize13b(f,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),h(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=l(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){n(\"number\"==typeof t&&t>=0);var i;i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var u=0;u<o;u++)l.words[u]=this.words[u];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,u=0;u<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>=0&&(0!==c||u>=i);u--){var h=0|this.words[u];this.words[u]=c<<26-a|h>>>a,c=h&s}return l&&0!==c&&(l.words[l.length++]=c),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a=t.length+r;this._expand(a);var o,s=0;for(i=0;i<t.length;i++){o=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;o-=67108863&l,s=(o>>26)-(l/67108864|0),this.words[i+r]=67108863&o}for(;i<this.length-r;i++)o=(0|this.words[i+r])+s,s=o>>26,this.words[i+r]=67108863&o;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)o=-(0|this.words[i])+s,s=o>>26,this.words[i]=67108863&o;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=this.length-t.length,n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){s=new a(null),s.length=l+1,s.words=new Array(s.length);for(var u=0;u<s.length;u++)s.words[u]=0}var c=n.clone()._ishlnsubmul(i,1,l);0===c.negative&&(n=c,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[i.length+h])+(0|n.words[i.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(i,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(i,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){if(n(!t.isZero()),this.isZero())return{div:new a(0),mod:new a(0)};var i,o,s;return 0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e)},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),u=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++u;for(var c=r.clone(),h=e.clone();!e.isZero();){for(var f=0,d=1;0==(e.words[0]&d)&&f<26;++f,d<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(c),o.isub(h)),i.iushrn(1),o.iushrn(1);for(var p=0,m=1;0==(r.words[0]&m)&&p<26;++p,m<<=1);if(p>0)for(r.iushrn(p);p-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(c),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(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=new a(1),o=new a(0),s=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var l=0,u=1;0==(e.words[0]&u)&&l<26;++l,u<<=1);if(l>0)for(e.iushrn(l);l-- >0;)i.isOdd()&&i.iadd(s),i.iushrn(1);for(var c=0,h=1;0==(r.words[0]&h)&&c<26;++c,h<<=1);if(c>0)for(r.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(s),o.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(o)):(r.isub(e),o.isub(i))}var f;return f=0===e.cmpn(1)?i:o,f.cmpn(0)<0&&f.iadd(t),f},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];s+=a,a=s>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e=t<0;if(0!==this.negative&&!e)return-1;if(0===this.negative&&e)return 1;this.strip();var r;if(this.length>1)r=1;else{e&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];r=i===t?0:i<t?-1:1}return 0!==this.negative?0|-r:r},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 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r=\"abcdef\".split(\"\").concat(e),n=[];return t.indexOf(\"lo\")>=0&&n.push(\"lo=e[k+n]\"),t.indexOf(\"hi\")>=0&&n.push(\"hi=e[k+o]\"),r.push(i.replace(\"_\",n.join()).replace(\"$\",t)),Function.apply(void 0,r)}e.exports=n;var i=\"for(var j=2*a,k=j*c,l=k,m=c,n=b,o=a+b,p=c;d>p;++p,k+=j){var _;if($)if(m===p)m+=1,l+=j;else{for(var s=0;j>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\"},{}],75:[function(t,e,r){\"use strict\";function n(t,e){e<=4*f?i(0,e-1,t):h(0,e-1,t)}function i(t,e,r){for(var n=2*(t+1),i=t+1;i<=e;++i){for(var a=r[n++],o=r[n++],s=i,l=n-2;s-- >t;){var u=r[l-2],c=r[l-1];if(u<a)break;if(u===a&&c<o)break;r[l]=u,r[l+1]=c,l-=2}r[l]=a,r[l+1]=o}}function a(t,e,r){t*=2,e*=2;var n=r[t],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){t*=2,e*=2,r[t]=r[e],r[t+1]=r[e+1]}function s(t,e,r,n){t*=2,e*=2,r*=2;var i=n[t],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 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E=0,L=0,M=0;M<S;++M){var C=0|x[2*M+1];if(C>=d)C=C-d|0,i(g,v,L--,C);else if(C>=0)i(p,m,E--,C);else if(C<=-d){C=-C-d|0;for(var I=0;I<E;++I){var z=e(p[I],C);if(void 0!==z)return z}a(g,v,L++,C)}else{C=-C-1|0;for(var I=0;I<L;++I){var z=e(C,g[I]);if(void 0!==z)return z}a(p,m,E++,C)}}}function s(t,e,r,n,o,s,l,u,c,h){for(var d=0,_=2*t,w=t-1,M=_-1,k=r;k<n;++k){var A=s[k]+1<<1,T=_*k;x[d++]=o[T+w],x[d++]=-A,x[d++]=o[T+M],x[d++]=A}for(var k=l;k<u;++k){var A=h[k]+1<<1,S=_*k;x[d++]=c[S+w],x[d++]=1|-A,x[d++]=c[S+M],x[d++]=1|A}var E=d>>>1;f(x,E);for(var L=0,C=0,I=0,k=0;k<E;++k){var z=0|x[2*k+1],D=1&z;if(k<E-1&&z>>1==x[2*k+3]>>1&&(D=2,k+=1),z<0){for(var P=-(z>>1)-1,O=0;O<I;++O){var R=e(y[O],P);if(void 0!==R)return R}if(0!==D)for(var O=0;O<L;++O){var R=e(p[O],P);if(void 0!==R)return R}if(1!==D)for(var O=0;O<C;++O){var R=e(g[O],P);if(void 0!==R)return R}0===D?a(p,m,L++,P):1===D?a(g,v,C++,P):2===D&&a(y,b,I++,P)}else{var P=(z>>1)-1;0===D?i(p,m,L--,P):1===D?i(g,v,C--,P):2===D&&i(y,b,I--,P)}}}function 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c=t(\"./convert\"),h=t(\"./transform\"),f=t(\"./clip\"),d=t(\"./wrap\"),p=t(\"./tile\");i.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,solidChildren:!1,tolerance:3,extent:4096,buffer:64,debug:0},i.prototype.splitTile=function(t,e,r,n,i,l,c){for(var h=[t,e,r,n],d=this.options,m=d.debug,g=null;h.length;){n=h.pop(),r=h.pop(),e=h.pop(),t=h.pop();var v=1<<e,y=a(e,r,n),b=this.tiles[y],x=e===d.maxZoom?0:d.tolerance/(v*d.extent);if(!b&&(m>1&&console.time(\"creation\"),b=this.tiles[y]=p(t,v,r,n,x,e===d.maxZoom),this.tileCoords.push({z:e,x:r,y:n}),m)){m>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,b.numFeatures,b.numPoints,b.numSimplified),console.timeEnd(\"creation\"));var _=\"z\"+e;this.stats[_]=(this.stats[_]||0)+1,this.total++}if(b.source=t,i){if(e===d.maxZoom||e===i)continue;var w=1<<i-e;if(r!==Math.floor(l/w)||n!==Math.floor(c/w))continue}else 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s={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z2:e,transformed:!1,min:[2,1],max:[-1,0]},l=0;l<t.length;l++){s.numFeatures++,i(s,t[l],a,o);var u=t[l].min,c=t[l].max;u[0]<s.min[0]&&(s.min[0]=u[0]),u[1]<s.min[1]&&(s.min[1]=u[1]),c[0]>s.max[0]&&(s.max[0]=c[0]),c[1]>s.max[1]&&(s.max[1]=c[1])}return s}function i(t,e,r,n){var i,o,s,l,u=e.geometry,c=e.type,h=[],f=r*r;if(1===c)for(i=0;i<u.length;i++)h.push(u[i]),t.numPoints++,t.numSimplified++;else for(i=0;i<u.length;i++)if(s=u[i],n||!(2===c&&s.dist<r||3===c&&s.area<f)){var d=[];for(o=0;o<s.length;o++)l=s[o],(n||l[2]>f)&&(d.push(l),t.numSimplified++),t.numPoints++;3===c&&a(d,s.outer),h.push(d)}else t.numPoints+=s.length;if(h.length){var p={geometry:h,type:c,tags:e.tags||null};null!==e.id&&(p.id=e.id),t.features.push(p)}}function a(t,e){o(t)<0===e&&t.reverse()}function o(t){for(var e,r,n=0,i=0,a=t.length,o=a-1;i<a;o=i++)e=t[i],r=t[o],n+=(r[0]-e[0])*(e[1]+r[1]);return n}e.exports=n},{}],145:[function(t,e,r){\"use 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p=0;p<3;++p)h[d][p]!==this.bounds[d][p]&&(c=!0),this.bounds[d][p]=h[d][p];if(\"ticks\"in t){r=t.ticks,s=!0,this.autoTicks=!1;for(var d=0;d<3;++d)this.tickSpacing[d]=0}else n(\"tickSpacing\")&&(this.autoTicks=!0,c=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),c=!0,s=!0,this._firstInit=!1),c&&this.autoTicks&&(r=f.create(this.bounds,this.tickSpacing),s=!0),s){for(var d=0;d<3;++d)r[d].sort(function(t,e){return t.x-e.x});f.equal(r,this.ticks)?s=!1:this.ticks=r}i(\"tickEnable\"),a(\"tickFont\")&&(s=!0),n(\"tickSize\"),n(\"tickAngle\"),n(\"tickPad\"),o(\"tickColor\");var m=a(\"labels\");a(\"labelFont\")&&(m=!0),i(\"labelEnable\"),n(\"labelSize\"),n(\"labelPad\"),o(\"labelColor\"),i(\"lineEnable\"),i(\"lineMirror\"),n(\"lineWidth\"),o(\"lineColor\"),i(\"lineTickEnable\"),i(\"lineTickMirror\"),n(\"lineTickLength\"),n(\"lineTickWidth\"),o(\"lineTickColor\"),i(\"gridEnable\"),n(\"gridWidth\"),o(\"gridColor\"),i(\"zeroEnable\"),o(\"zeroLineColor\"),n(\"zeroLineWidth\"),i(\"backgroundEnable\"),o(\"backgroundColor\"),this._text?this._text&&(m||s)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=l(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&s&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=u(this.gl,this.bounds,this.ticks))};var m=[new a,new a,new a],g=[0,0,0],v={model:d,view:d,projection:d};p.isOpaque=function(){return!0},p.isTransparent=function(){return!1},p.drawTransparent=function(t){};var y=[0,0,0],b=[0,0,0],x=[0,0,0];p.draw=function(t){t=t||v;for(var e=this.gl,r=t.model||d,i=t.view||d,a=t.projection||d,s=this.bounds,l=h(r,i,a,s),u=l.cubeEdges,c=l.axis,f=i[12],p=i[13],_=i[14],w=i[15],M=this.pixelRatio*(a[3]*f+a[7]*p+a[11]*_+a[15]*w)/e.drawingBufferHeight,k=0;k<3;++k)this.lastCubeProps.cubeEdges[k]=u[k],this.lastCubeProps.axis[k]=c[k];for(var A=m,k=0;k<3;++k)o(m[k],k,this.bounds,u,c);for(var e=this.gl,T=g,k=0;k<3;++k)this.backgroundEnable[k]?T[k]=c[k]:T[k]=0;this._background.draw(r,i,a,s,T,this.backgroundColor),this._lines.bind(r,i,a,this);for(var k=0;k<3;++k){var S=[0,0,0];c[k]>0?S[k]=s[1][k]:S[k]=s[0][k];for(var E=0;E<2;++E){var L=(k+1+E)%3,C=(k+1+(1^E))%3;this.gridEnable[L]&&this._lines.drawGrid(L,C,this.bounds,S,this.gridColor[L],this.gridWidth[L]*this.pixelRatio)}for(var E=0;E<2;++E){var L=(k+1+E)%3,C=(k+1+(1^E))%3;this.zeroEnable[C]&&s[0][C]<=0&&s[1][C]>=0&&this._lines.drawZero(L,C,this.bounds,S,this.zeroLineColor[C],this.zeroLineWidth[C]*this.pixelRatio)}}for(var k=0;k<3;++k){this.lineEnable[k]&&this._lines.drawAxisLine(k,this.bounds,A[k].primalOffset,this.lineColor[k],this.lineWidth[k]*this.pixelRatio),this.lineMirror[k]&&this._lines.drawAxisLine(k,this.bounds,A[k].mirrorOffset,this.lineColor[k],this.lineWidth[k]*this.pixelRatio);for(var I=n(y,A[k].primalMinor),z=n(b,A[k].mirrorMinor),D=this.lineTickLength,E=0;E<3;++E){var P=M/r[5*E];I[E]*=D[E]*P,z[E]*=D[E]*P}this.lineTickEnable[k]&&this._lines.drawAxisTicks(k,A[k].primalOffset,I,this.lineTickColor[k],this.lineTickWidth[k]*this.pixelRatio),this.lineTickMirror[k]&&this._lines.drawAxisTicks(k,A[k].mirrorOffset,z,this.lineTickColor[k],this.lineTickWidth[k]*this.pixelRatio)}this._text.bind(r,i,a,this.pixelRatio);for(var k=0;k<3;++k){for(var O=A[k].primalMinor,R=n(x,A[k].primalOffset),E=0;E<3;++E)this.lineTickEnable[k]&&(R[E]+=M*O[E]*Math.max(this.lineTickLength[E],0)/r[5*E]);if(this.tickEnable[k]){for(var E=0;E<3;++E)R[E]+=M*O[E]*this.tickPad[E]/r[5*E];this._text.drawTicks(k,this.tickSize[k],this.tickAngle[k],R,this.tickColor[k])}if(this.labelEnable[k]){for(var E=0;E<3;++E)R[E]+=M*O[E]*this.labelPad[E]/r[5*E];R[k]+=.5*(s[0][k]+s[1][k]),this._text.drawLabel(k,this.labelSize[k],this.labelAngle[k],R,this.labelColor[k])}}},p.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":149,\"./lib/cube.js\":150,\"./lib/lines.js\":151,\"./lib/text.js\":153,\"./lib/ticks.js\":154}],149:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}function i(t){for(var e=[],r=[],i=0,l=0;l<3;++l)for(var u=(l+1)%3,c=(l+2)%3,h=[0,0,0],f=[0,0,0],d=-1;d<=1;d+=2){r.push(i,i+2,i+1,i+1,i+2,i+3),h[l]=d,f[l]=d;for(var p=-1;p<=1;p+=2){h[u]=p;for(var m=-1;m<=1;m+=2)h[c]=m,e.push(h[0],h[1],h[2],f[0],f[1],f[2]),i+=1}var g=u;u=c,c=g}var v=a(t,new 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e=0;e<m.length;++e)if(t=l.positive(t,m[e]),t.length<3)return 0;for(var r=t[0],n=r[0]/r[3],i=r[1]/r[3],a=0,e=1;e+1<t.length;++e){var o=t[e],s=t[e+1],u=o[0]/o[3],c=o[1]/o[3],h=s[0]/s[3],f=s[1]/s[3],d=u-n,p=c-i,g=h-n,v=f-i;a+=Math.abs(d*v-p*g)}return a}function a(t,e,r,a){s(c,e,t),s(c,r,c);for(var l=0,m=0;m<2;++m){d[2]=a[m][2];for(var b=0;b<2;++b){d[1]=a[b][1];for(var x=0;x<2;++x)d[0]=a[x][0],n(h[l],d,c),l+=1}}for(var _=-1,m=0;m<8;++m){for(var w=h[m][3],M=0;M<3;++M)f[m][M]=h[m][M]/w;w<0&&(_<0?_=m:f[m][2]<f[_][2]&&(_=m))}if(_<0){_=0;for(var k=0;k<3;++k){for(var A=(k+2)%3,T=(k+1)%3,S=-1,E=-1,L=0;L<2;++L){var C=L<<k,I=C+(L<<A)+(1-L<<T),z=C+(1-L<<A)+(L<<T);u(f[C],f[I],f[z],p)<0||(L?S=1:E=1)}if(S<0||E<0)E>S&&(_|=1<<k);else{for(var L=0;L<2;++L){var C=L<<k,I=C+(L<<A)+(1-L<<T),z=C+(1-L<<A)+(L<<T),D=i([h[C],h[I],h[z],h[C+(1<<A)+(1<<T)]]);L?S=D:E=D}E>S&&(_|=1<<k)}}}for(var P=7^_,O=-1,m=0;m<8;++m)m!==_&&m!==P&&(O<0?O=m:f[O][1]>f[m][1]&&(O=m));for(var R=-1,m=0;m<3;++m){var 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o=n(c);o[t]=1,this.shader.uniforms.majorAxis=o,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=i,this.shader.uniforms.lineWidth=a;var s=n(f);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},m.drawGrid=function(t,e,r,a,o,s){if(this.gridCount[t]){var l=n(h);l[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=l;var u=i(d,a);u[e]+=r[0][e],this.shader.uniforms.offset=u;var p=n(c);p[t]=1,this.shader.uniforms.majorAxis=p;var m=n(f);m[t]=1,this.shader.uniforms.screenAxis=m,this.shader.uniforms.lineWidth=s,this.shader.uniforms.color=o,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},m.drawZero=function(t,e,r,a,o,s){var l=n(h);this.shader.uniforms.majorAxis=l,l[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=l;var u=i(d,a);u[t]+=r[0][t],this.shader.uniforms.offset=u;var c=n(f);c[e]=1,this.shader.uniforms.screenAxis=c,this.shader.uniforms.lineWidth=s,this.shader.uniforms.color=o,this.vao.draw(this.gl.TRIANGLES,6)},m.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":152,\"gl-buffer\":156,\"gl-vao\":271}],152:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\");r.line=function(t){return n(t,\"#define GLSLIFY 1\\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\",\"precision mediump float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\",null,[{name:\"position\",type:\"vec3\"}])};r.text=function(t){return n(t,\"#define GLSLIFY 1\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvoid main() {  \\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n  mat2 planeXform = scale * mat2(cos(angle), sin(angle),\\n                                -sin(angle), cos(angle));\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n  vec4 worldPosition = model * vec4(dataPosition, 1);\\n  \\n  //Compute clip position\\n  vec4 viewPosition = view * worldPosition;\\n  vec4 clipPosition = projection * viewPosition;\\n  clipPosition /= clipPosition.w;\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec4(viewOffset, 0, 0);\\n\\n  //Done\\n  gl_Position = clipPosition;\\n}\",\"precision mediump float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\",null,[{name:\"position\",type:\"vec3\"}])};r.bg=function(t){return n(t,\"#define GLSLIFY 1\\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  if(dot(normal, enable) > 0.0) {\\n    vec3 nPosition = mix(bounds[0], bounds[1], 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  colorChannel = abs(normal);\\n}\",\"precision mediump float;\\n#define 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p=[0,0,0];f.drawTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=p;a[0]=a[1]=a[2]=0,a[t]=1,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.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}};var m=[0,0,0];f.drawLabel=function(t,e,r,n,i){this.labelCount[t]&&(this.shader.uniforms.axis=m,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},f.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":152,_process:487,\"gl-buffer\":156,\"gl-vao\":271,\"vectorize-text\":554}],154:[function(t,e,r){\"use strict\";function n(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,u=o%a;o<0?(l=0|-Math.ceil(l),u=0|-u):(l=0|Math.floor(l),u|=0);var c=\"\"+l;if(o<0&&(c=\"-\"+c),i){for(var h=\"\"+u;h.length<i;)h=\"0\"+h;return c+\".\"+h}return c}function i(t,e){for(var r=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(var o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:n(e[i],o)});r.push(a)}return r}function a(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<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}r.create=i,r.equal=a},{}],155:[function(t,e,r){\"use strict\";function n(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}function i(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=p,s=m,l=0;l<3;++l)s[l]=o[l]=r[l];s[3]=o[3]=1,s[a]+=1,h(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,h(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,c=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+c*c)}return t}function a(t,e,r,n,a){var h=e.model||f,p=e.view||f,m=e.projection||f,y=t.bounds,a=a||l(h,p,m,y),b=a.axis;a.edges;u(d,p,h),u(d,m,d);for(var x=g,_=0;_<3;++_)x[_].lo=1/0,x[_].hi=-1/0,x[_].pixelsPerDataUnit=1/0;var w=o(c(d,d));c(d,d);for(var M=0;M<3;++M){var k=(M+1)%3,A=(M+2)%3,T=v;t:for(var _=0;_<2;++_){var S=[];if(b[M]<0!=!!_){T[M]=y[_][M];for(var E=0;E<2;++E){T[k]=y[E^_][k];for(var L=0;L<2;++L)T[A]=y[L^E^_][A],S.push(T.slice())}for(var E=0;E<w.length;++E){if(0===S.length)continue t;S=s.positive(S,w[E])}for(var E=0;E<S.length;++E)for(var A=S[E],C=i(v,d,A,r,n),L=0;L<3;++L)x[L].lo=Math.min(x[L].lo,A[L]),x[L].hi=Math.max(x[L].hi,A[L]),L!==M&&(x[L].pixelsPerDataUnit=Math.min(x[L].pixelsPerDataUnit,Math.abs(C[L])))}}}return x}e.exports=a;var o=t(\"extract-frustum-planes\"),s=t(\"split-polygon\"),l=t(\"./lib/cube.js\"),u=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/transpose\"),h=t(\"gl-vec4/transformMat4\"),f=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),d=new Float32Array(16),p=[0,0,0,1],m=[0,0,0,1],g=[new n(1/0,-1/0,1/0),new n(1/0,-1/0,1/0),new n(1/0,-1/0,1/0)],v=[0,0,0]},{\"./lib/cube.js\":150,\"extract-frustum-planes\":130,\"gl-mat4/multiply\":183,\"gl-mat4/transpose\":191,\"gl-vec4/transformMat4\":277,\"split-polygon\":526}],156:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}function i(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function a(t,e){for(var r=l.malloc(t.length,e),n=t.length,i=0;i<n;++i)r[i]=t[i];return r}function o(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}function s(t,e,r,i){if(r=r||t.ARRAY_BUFFER,i=i||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(i!==t.DYNAMIC_DRAW&&i!==t.STATIC_DRAW&&i!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var a=t.createBuffer(),o=new n(t,r,a,0,i);return o.update(e),o}var l=t(\"typedarray-pool\"),u=t(\"ndarray-ops\"),c=t(\"ndarray\"),h=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"],f=n.prototype;f.bind=function(){this.gl.bindBuffer(this.type,this.handle)},f.unbind=function(){this.gl.bindBuffer(this.type,null)},f.dispose=function(){this.gl.deleteBuffer(this.handle)},f.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 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n=t(\"./1.0/numbers\");e.exports=function(t){return n[t]}},{\"./1.0/numbers\":157}],159:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.plot=t,this.shader=e,this.bufferHi=r,this.bufferLo=n,this.bounds=[1/0,1/0,-1/0,-1/0],this.numPoints=0,this.color=[0,0,0,1]}function i(t,e){var r=a(t.gl,l.vertex,l.fragment),i=o(t.gl),s=o(t.gl),u=new n(t,r,i,s);return u.update(e),t.addObject(u),u}var a=t(\"gl-shader\"),o=t(\"gl-buffer\"),s=t(\"typedarray-pool\"),l=t(\"./lib/shaders\");e.exports=i;var u=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]],c=n.prototype;c.draw=function(){var t=new Float32Array([0,0]),e=new Float32Array([0,0]),r=new Float32Array([0,0]),n=new Float32Array([0,0]),i=[1,1];return function(){var a=this.plot,o=this.shader,s=this.bounds,l=this.numPoints;if(l){var c=a.gl,h=a.dataBox,f=a.viewBox,d=a.pixelRatio,p=s[2]-s[0],m=s[3]-s[1],g=h[2]-h[0],v=h[3]-h[1],y=2*p/g,b=2*m/v,x=(s[0]-h[0]-.5*g)/p,_=(s[1]-h[1]-.5*v)/m;t[0]=y,t[1]=b,e[0]=y-t[0],e[1]=b-t[1],r[0]=x,r[1]=_,n[0]=x-r[0],n[1]=_-r[1];var w=f[2]-f[0],M=f[3]-f[1];i[0]=2*d/w,i[1]=2*d/M,o.bind(),o.uniforms.scaleHi=t,o.uniforms.scaleLo=e,o.uniforms.translateHi=r,o.uniforms.translateLo=n,o.uniforms.pixelScale=i,o.uniforms.color=this.color,this.bufferLo.bind(),o.attributes.positionLo.pointer(c.FLOAT,!1,16,0),this.bufferHi.bind(),o.attributes.positionHi.pointer(c.FLOAT,!1,16,0),o.attributes.pixelOffset.pointer(c.FLOAT,!1,16,8),c.drawArrays(c.TRIANGLES,0,l*u.length)}}}(),c.drawPick=function(t){return t},c.pick=function(){return null},c.update=function(t){t=t||{};var e,r,n,i=t.positions||[],a=t.errors||[],o=1;\"lineWidth\"in t&&(o=+t.lineWidth);var l=5;\"capSize\"in t&&(l=+t.capSize),this.color=(t.color||[0,0,0,1]).slice();var c=this.bounds=[1/0,1/0,-1/0,-1/0],h=this.numPoints=i.length>>1;for(e=0;e<h;++e)r=i[2*e],n=i[2*e+1],c[0]=Math.min(r,c[0]),c[1]=Math.min(n,c[1]),c[2]=Math.max(r,c[2]),c[3]=Math.max(n,c[3]);c[2]===c[0]&&(c[2]+=1),c[3]===c[1]&&(c[3]+=1);var f=1/(c[2]-c[0]),d=1/(c[3]-c[1]),p=c[0],m=c[1],g=s.mallocFloat64(h*u.length*4),v=s.mallocFloat32(h*u.length*4),y=s.mallocFloat32(h*u.length*4),b=0;for(e=0;e<h;++e){r=i[2*e],n=i[2*e+1];for(var x=a[4*e],_=a[4*e+1],w=a[4*e+2],M=a[4*e+3],k=0;k<u.length;++k){var A=u[k],T=A[0],S=A[1];T<0?T*=x:T>0&&(T*=_),S<0?S*=w:S>0&&(S*=M),g[b++]=f*(r-p+T),g[b++]=d*(n-m+S),g[b++]=o*A[2]+(l+o)*A[4],g[b++]=o*A[3]+(l+o)*A[5]}}for(e=0;e<g.length;e++)v[e]=g[e],y[e]=g[e]-v[e];this.bufferHi.update(v),this.bufferLo.update(y),s.free(g)},c.dispose=function(){this.plot.removeObject(this),this.shader.dispose(),this.bufferHi.dispose(),this.bufferLo.dispose()}},{\"./lib/shaders\":160,\"gl-buffer\":156,\"gl-shader\":255,\"typedarray-pool\":541}],160:[function(t,e,r){e.exports={\n",
       "vertex:\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 positionHi;\\nattribute vec2 positionLo;\\nattribute vec2 pixelOffset;\\n\\nuniform vec2 scaleHi, scaleLo, translateHi, translateLo, pixelScale;\\n\\nvec2 project(vec2 scHi, vec2 trHi, vec2 scLo, vec2 trLo, vec2 posHi, vec2 posLo) {\\n  return (posHi + trHi) * scHi\\n       + (posLo + trLo) * scHi\\n       + (posHi + trHi) * scLo\\n       + (posLo + trLo) * scLo;\\n}\\n\\nvoid main() {\\n  vec3 scrPosition = vec3(\\n         project(scaleHi, translateHi, scaleLo, translateLo, positionHi, positionLo),\\n         1);\\n  gl_Position = vec4(\\n    scrPosition.xy + scrPosition.z * pixelScale * pixelOffset,\\n    0,\\n    scrPosition.z);\\n}\\n\",fragment:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = vec4(color.rgb * color.a, color.a);\\n}\\n\"}},{}],161:[function(t,e,r){\"use strict\";function n(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}function i(t,e){for(var r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}function a(t,e,r,n){for(var i=f[n],a=0;a<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}function o(t){var e=t.gl,r=s(e),i=l(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}]),a=u(e);a.attributes.position.location=0,a.attributes.color.location=1,a.attributes.offset.location=2;var o=new n(e,r,i,a);return o.update(t),o}e.exports=o;var s=t(\"gl-buffer\"),l=t(\"gl-vao\"),u=t(\"./shaders/index\"),c=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],h=n.prototype;h.isOpaque=function(){return this.opacity>=1},h.isTransparent=function(){return this.opacity<1},h.drawTransparent=h.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||c,i=r.projection=t.projection||c;r.model=t.model||c,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var a=n[12],o=n[13],s=n[14],l=n[15],u=this.pixelRatio*(i[3]*a+i[7]*o+i[11]*s+i[15]*l)/e.drawingBufferHeight;this.vao.bind();for(var h=0;h<3;++h)e.lineWidth(this.lineWidth[h]),r.capSize=this.capSize[h]*u,this.lineCount[h]&&e.drawArrays(e.LINES,this.lineOffset[h],this.lineCount[h]);this.vao.unbind()};var f=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var i=-1;i<=1;i+=2){var a=(n+e)%3,o=[0,0,0];o[a]=i,r.push(o)}t[e]=r}return t}();h.update=function(t){t=t||{},\"lineWidth\"in t&&(this.lineWidth=t.lineWidth,Array.isArray(this.lineWidth)||(this.lineWidth=[this.lineWidth,this.lineWidth,this.lineWidth])),\"capSize\"in t&&(this.capSize=t.capSize,Array.isArray(this.capSize)||(this.capSize=[this.capSize,this.capSize,this.capSize])),\"opacity\"in t&&(this.opacity=t.opacity);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&&n){var o=[],s=r.length,l=0;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.lineCount=[0,0,0];for(var u=0;u<3;++u){this.lineOffset[u]=l;t:for(var c=0;c<s;++c){for(var h=r[c],f=0;f<3;++f)if(isNaN(h[f])||!isFinite(h[f]))continue t;var d=n[c],p=e[u];if(Array.isArray(p[0])&&(p=e[c]),3===p.length&&(p=[p[0],p[1],p[2],1]),!isNaN(d[0][u])&&!isNaN(d[1][u])){if(d[0][u]<0){var m=h.slice();m[u]+=d[0][u],o.push(h[0],h[1],h[2],p[0],p[1],p[2],p[3],0,0,0,m[0],m[1],m[2],p[0],p[1],p[2],p[3],0,0,0),i(this.bounds,m),l+=2+a(o,m,p,u)}if(d[1][u]>0){var m=h.slice();m[u]+=d[1][u],o.push(h[0],h[1],h[2],p[0],p[1],p[2],p[3],0,0,0,m[0],m[1],m[2],p[0],p[1],p[2],p[3],0,0,0),i(this.bounds,m),l+=2+a(o,m,p,u)}}}this.lineCount[u]=l-this.lineOffset[u]}this.buffer.update(o)}},h.dispose=function(){this.shader.dispose(),this.buffer.dispose(),this.vao.dispose()}},{\"./shaders/index\":163,\"gl-buffer\":156,\"gl-vao\":271}],162:[function(t,e,r){e.exports=function(t){\"string\"==typeof t&&(t=[t]);for(var e=[].slice.call(arguments,1),r=[],n=0;n<t.length-1;n++)r.push(t[n],e[n]||\"\");return r.push(t[n]),r.join(\"\")}},{}],163:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, 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}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\nuniform vec3 clipBounds[2];\\nuniform float opacity;\\nvarying vec3 fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if(any(lessThan(fragPosition, clipBounds[0])) || any(greaterThan(fragPosition, clipBounds[1]))) {\\n    discard;\\n  }\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":255,glslify:162}],164:[function(t,e,r){\"use strict\";function n(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function i(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function a(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);y=new Array(r+1);for(var n=0;n<=r;++n){for(var i=new Array(r),a=0;a<n;++a)i[a]=t.COLOR_ATTACHMENT0+a;for(var a=n;a<r;++a)i[a]=t.NONE;y[n]=i}}function o(t){switch(t){case p:throw new Error(\"gl-fbo: Framebuffer unsupported\");case m:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case g:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case v:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function s(t,e,r,n,i,a){if(!n)return null;var o=d(t,e,r,i,n);return o.magFilter=t.NEAREST,o.minFilter=t.NEAREST,o.mipSamples=1,o.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,a,t.TEXTURE_2D,o.handle,0),o}function l(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 u(t){var e=n(t.gl),r=t.gl,a=t.handle=r.createFramebuffer(),u=t._shape[0],c=t._shape[1],h=t.color.length,f=t._ext,d=t._useStencil,p=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,a);for(var g=0;g<h;++g)t.color[g]=s(r,u,c,m,r.RGBA,r.COLOR_ATTACHMENT0+g);0===h?(t._color_rb=l(r,u,c,r.RGBA4,r.COLOR_ATTACHMENT0),f&&f.drawBuffersWEBGL(y[0])):h>1&&f.drawBuffersWEBGL(y[h]);var v=r.getExtension(\"WEBGL_depth_texture\");v?d?t.depth=s(r,u,c,v.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):p&&(t.depth=s(r,u,c,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):p&&d?t._depth_rb=l(r,u,c,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):p?t._depth_rb=l(r,u,c,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=l(r,u,c,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var b=r.checkFramebufferStatus(r.FRAMEBUFFER);if(b!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(var g=0;g<t.color.length;++g)t.color[g].dispose(),t.color[g]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),i(r,e),o(b)}i(r,e)}function c(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 l=0;l<i;++l)this.color[l]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var c=this,h=[0|e,0|r];Object.defineProperties(h,{0:{get:function(){return c._shape[0]},set:function(t){return c.width=t}},1:{get:function(){return c._shape[1]},set:function(t){return c.height=t}}}),this._shapeVector=h,u(this)}function h(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var a=t.gl,s=a.getParameter(a.MAX_RENDERBUFFER_SIZE);if(e<0||e>s||r<0||r>s)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var l=n(a),u=0;u<t.color.length;++u)t.color[u].shape=t._shape;t._color_rb&&(a.bindRenderbuffer(a.RENDERBUFFER,t._color_rb),a.renderbufferStorage(a.RENDERBUFFER,a.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(a.bindRenderbuffer(a.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?a.renderbufferStorage(a.RENDERBUFFER,a.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?a.renderbufferStorage(a.RENDERBUFFER,a.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&a.renderbufferStorage(a.RENDERBUFFER,a.STENCIL_INDEX,t._shape[0],t._shape[1])),a.bindFramebuffer(a.FRAMEBUFFER,t.handle);var c=a.checkFramebufferStatus(a.FRAMEBUFFER);c!==a.FRAMEBUFFER_COMPLETE&&(t.dispose(),i(a,l),o(c)),i(a,l)}}function f(t,e,r,n){p||(p=t.FRAMEBUFFER_UNSUPPORTED,m=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,g=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,v=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var i=t.getExtension(\"WEBGL_draw_buffers\");if(!y&&i&&a(t,i),Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]),\"number\"!=typeof e)throw new Error(\"gl-fbo: Missing shape parameter\");var o=t.getParameter(t.MAX_RENDERBUFFER_SIZE);if(e<0||e>o||r<0||r>o)throw new Error(\"gl-fbo: Parameters are too large for FBO\");n=n||{};var s=1;if(\"color\"in n){if((s=Math.max(0|n.color,0))<0)throw new Error(\"gl-fbo: Must specify a nonnegative number of colors\");if(s>1){if(!i)throw new Error(\"gl-fbo: Multiple draw buffer extension not supported\");if(s>t.getParameter(i.MAX_COLOR_ATTACHMENTS_WEBGL))throw new Error(\"gl-fbo: Context does not support \"+s+\" draw buffers\")}}var l=t.UNSIGNED_BYTE,u=t.getExtension(\"OES_texture_float\");if(n.float&&s>0){if(!u)throw new Error(\"gl-fbo: Context does not support floating point textures\");l=t.FLOAT}else n.preferFloat&&s>0&&u&&(l=t.FLOAT);var h=!0;\"depth\"in n&&(h=!!n.depth);var f=!1;return\"stencil\"in n&&(f=!!n.stencil),new c(t,e,r,l,s,h,f,i)}var d=t(\"gl-texture2d\");e.exports=f;var p,m,g,v,y=null,b=c.prototype;Object.defineProperties(b,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return h(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return t|=0,h(this,t,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,h(this,this._shape[0],t),t},enumerable:!1}}),b.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])}},b.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":267}],165:[function(t,e,r){function n(t,e,r){\"use strict\";var n=o(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===a.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var u=i(\"Error compiling %s shader %s:\\n\",l,n),c=i(\"%s%s\",u,t),h=t.split(\"\\n\"),f={},d=0;d<h.length;d++){var p=h[d];if(\"\"!==p){var m=parseInt(p.split(\":\")[2]);if(isNaN(m))throw new Error(i(\"Could not parse error: %s\",p));f[m]=p}}for(var g=s(e).split(\"\\n\"),d=0;d<g.length;d++)if(f[d+3]||f[d+2]||f[d+1]){var v=g[d];if(u+=v+\"\\n\",f[d+1]){var y=f[d+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),u+=i(\"^^^ %s\\n\\n\",y)}}return{long:u.trim(),short:c.trim()}}var i=t(\"sprintf-js\").sprintf,a=t(\"gl-constants/lookup\"),o=t(\"glsl-shader-name\"),s=t(\"add-line-numbers\");e.exports=n},{\"add-line-numbers\":40,\"gl-constants/lookup\":158,\"glsl-shader-name\":279,\"sprintf-js\":527}],166:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}function i(t,e){var r=t.gl,i=l(r,c.vertex,c.fragment),a=l(r,c.pickVertex,c.pickFragment),o=u(r),s=u(r),h=u(r),f=u(r),d=new n(t,i,a,o,s,h,f);return d.update(e),t.addObject(d),d}e.exports=i;var a=t(\"binary-search-bounds\"),o=t(\"iota-array\"),s=t(\"typedarray-pool\"),l=t(\"gl-shader\"),u=t(\"gl-buffer\"),c=t(\"./lib/shaders\"),h=n.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=function(){var t=[1,0,0,0,1,0,0,0,1];return function(){var e=this.plot,r=this.shader,n=this.bounds,i=this.numVertices;if(!(i<=0)){var a=e.gl,o=e.dataBox,s=n[2]-n[0],l=n[3]-n[1],u=o[2]-o[0],c=o[3]-o[1];t[0]=2*s/u,t[4]=2*l/c,t[6]=2*(n[0]-o[0])/u-1,t[7]=2*(n[1]-o[1])/c-1,r.bind();var h=r.uniforms;h.viewTransform=t,h.shape=this.shape;var f=r.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(a.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,i)}}}(),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,u=a[2]-a[0],c=a[3]-a[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*u/h,t[4]=2*c/f,t[6]=2*(a[0]-l[0])/h-1,t[7]=2*(a[1]-l[1])/f-1;for(var d=0;d<4;++d)e[d]=r>>8*d&255;this.pickOffset=r,i.bind();var p=i.uniforms;p.viewTransform=t,p.pickOffset=e,p.shape=this.shape;var m=i.attributes;return this.positionBuffer.bind(),m.position.pointer(),this.weightBuffer.bind(),m.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),m.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},h.update=function(t){t=t||{};var e=t.shape||[0,0],r=t.x||o(e[0]),n=t.y||o(e[1]),i=t.z||new Float32Array(e[0]*e[1]);this.xData=r,this.yData=n;var l=t.colorLevels||[0],u=t.colorValues||[0,0,0,1],c=l.length,h=this.bounds,d=h[0]=r[0],p=h[1]=n[0],m=h[2]=r[r.length-1],g=h[3]=n[n.length-1],v=1/(m-d),y=1/(g-p),b=e[0],x=e[1];this.shape=[b,x];var _=(b-1)*(x-1)*(f.length>>>1);this.numVertices=_;for(var w=s.mallocUint8(4*_),M=s.mallocFloat32(2*_),k=s.mallocUint8(2*_),A=s.mallocUint32(_),T=0,S=0;S<x-1;++S)for(var E=y*(n[S]-p),L=y*(n[S+1]-p),C=0;C<b-1;++C)for(var I=v*(r[C]-d),z=v*(r[C+1]-d),D=0;D<f.length;D+=2){var P,O,R,F,j=f[D],N=f[D+1],B=(S+N)*b+(C+j),U=i[B],V=a.le(l,U);if(V<0)P=u[0],O=u[1],R=u[2],F=u[3];else if(V===c-1)P=u[4*c-4],O=u[4*c-3],R=u[4*c-2],F=u[4*c-1];else{var H=(U-l[V])/(l[V+1]-l[V]),q=1-H,G=4*V,Y=4*(V+1);P=q*u[G]+H*u[Y],O=q*u[G+1]+H*u[Y+1],R=q*u[G+2]+H*u[Y+2],F=q*u[G+3]+H*u[Y+3]}w[4*T]=255*P,w[4*T+1]=255*O,w[4*T+2]=255*R,w[4*T+3]=255*F,M[2*T]=.5*I+.5*z,M[2*T+1]=.5*E+.5*L,k[2*T]=j,k[2*T+1]=N,A[T]=S*b+C,T+=1}this.positionBuffer.update(M),this.weightBuffer.update(k),this.colorBuffer.update(w),this.idBuffer.update(A),s.free(M),s.free(w),s.free(k),s.free(A)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":167,\"binary-search-bounds\":168,\"gl-buffer\":156,\"gl-shader\":255,\"iota-array\":293,\"typedarray-pool\":541}],167:[function(t,e,r){\"use strict\";e.exports={fragment:\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\",vertex:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\",pickFragment:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\",pickVertex:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"}},{}],168:[function(t,e,r){arguments[4][84][0].apply(r,arguments)},{dup:84}],169:[function(t,e,r){r.lineVertex=\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aHi, aLo, dHi, dLo;\\n\\nuniform vec2 scaleHi, translateHi, scaleLo, translateLo, screenShape;\\nuniform float width;\\n\\nvarying vec2 direction;\\n\\n\\nvec2 project_1_0(vec2 scHi, vec2 trHi, vec2 scLo, vec2 trLo, vec2 posHi, vec2 posLo) {\\n  return (posHi + trHi) * scHi\\n       + (posLo + trLo) * scHi\\n       + (posHi + trHi) * scLo\\n       + (posLo + trLo) * scLo;\\n}\\n\\n\\nvec2 project_2_1(vec2 scHi, vec2 scLo, vec2 posHi, vec2 posLo) {\\n  return scHi * posHi\\n       + scLo * posHi\\n       + scHi * posLo\\n       + scLo * posLo;\\n}\\n\\nvoid main() {\\n  vec2 p = project_1_0(scaleHi, translateHi, scaleLo, translateLo, aHi, aLo);\\n  vec2 dir = project_2_1(scaleHi, scaleLo, dHi, dLo);\\n  vec2 n = 0.5 * width * normalize(screenShape.yx * vec2(dir.y, -dir.x)) / screenShape.xy;\\n  vec2 tangent = normalize(screenShape.xy * dir);\\n  if(dir.x < 0.0 || (dir.x == 0.0 && dir.y < 0.0)) {\\n    direction = -tangent;\\n  } else {\\n    direction = tangent;\\n  }\\n  gl_Position = vec4(p + n, 0.0, 1.0);\\n}\",r.lineFragment=\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nuniform vec2 screenShape;\\nuniform sampler2D dashPattern;\\nuniform float dashLength;\\n\\nvarying vec2 direction;\\n\\nvoid main() {\\n  float t = fract(dot(direction, gl_FragCoord.xy) / dashLength);\\n  vec4 pcolor = color * texture2D(dashPattern, vec2(t, 0.0)).r;\\n  gl_FragColor = vec4(pcolor.rgb * pcolor.a, pcolor.a);\\n}\",r.mitreVertex=\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aHi, aLo;\\n\\nuniform vec2 scaleHi, translateHi, scaleLo, translateLo;\\nuniform float radius;\\n\\n\\nvec2 project_1_0(vec2 scHi, vec2 trHi, vec2 scLo, vec2 trLo, vec2 posHi, vec2 posLo) {\\n  return (posHi + trHi) * scHi\\n       + (posLo + trLo) * scHi\\n       + (posHi + trHi) * scLo\\n       + (posLo + trLo) * scLo;\\n}\\n\\n\\nvoid main() {\\n  vec2 p = project_1_0(scaleHi, translateHi, scaleLo, translateLo, aHi, aLo);\\n  gl_Position = vec4(p, 0.0, 1.0);\\n  gl_PointSize = radius;\\n}\",r.mitreFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  if(length(gl_PointCoord.xy - 0.5) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = vec4(color.rgb, color.a);\\n}\",r.pickVertex=\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aHi, aLo, dHi;\\nattribute vec4 pick0, pick1;\\n\\nuniform vec2 scaleHi, translateHi, scaleLo, translateLo, screenShape;\\nuniform float width;\\n\\nvarying vec4 pickA, pickB;\\n\\n\\nvec2 project_1_0(vec2 scHi, vec2 trHi, vec2 scLo, vec2 trLo, vec2 posHi, vec2 posLo) {\\n  return (posHi + trHi) * scHi\\n       + (posLo + trLo) * scHi\\n       + (posHi + trHi) * scLo\\n       + (posLo + trLo) * scLo;\\n}\\n\\n\\nvoid main() {\\n  vec2 p = project_1_0(scaleHi, translateHi, scaleLo, translateLo, aHi, aLo);\\n  vec2 n = width * normalize(screenShape.yx * vec2(dHi.y, -dHi.x)) / screenShape.xy;\\n  gl_Position = vec4(p + n, 0, 1);\\n  pickA = pick0;\\n  pickB = pick1;\\n}\",r.pickFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 pickOffset;\\n\\nvarying vec4 pickA, pickB;\\n\\nvoid main() {\\n  vec4 fragId = vec4(pickA.xyz, 0.0);\\n  if(pickB.w > pickA.w) {\\n    fragId.xyz = pickB.xyz;\\n  }\\n\\n  fragId += pickOffset;\\n\\n  fragId.y += floor(fragId.x / 256.0);\\n  fragId.x -= floor(fragId.x / 256.0) * 256.0;\\n\\n  fragId.z += floor(fragId.y / 256.0);\\n  fragId.y -= floor(fragId.y / 256.0) * 256.0;\\n\\n  fragId.w += floor(fragId.z / 256.0);\\n  fragId.z -= floor(fragId.z / 256.0) * 256.0;\\n\\n  gl_FragColor = fragId / 255.0;\\n}\",r.fillVertex=\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aHi, aLo, dHi;\\n\\nuniform vec2 scaleHi, translateHi, scaleLo, translateLo, projectAxis;\\nuniform float projectValue, depth;\\n\\n\\nvec2 project_1_0(vec2 scHi, vec2 trHi, vec2 scLo, vec2 trLo, vec2 posHi, vec2 posLo) {\\n  return (posHi + trHi) * scHi\\n       + (posLo + trLo) * scHi\\n       + (posHi + trHi) * scLo\\n       + (posLo + trLo) * scLo;\\n}\\n\\n\\nvoid main() {\\n  vec2 p = project_1_0(scaleHi, translateHi, scaleLo, translateLo, aHi, aLo);\\n  if(dHi.y < 0.0 || (dHi.y == 0.0 && dHi.x < 0.0)) {\\n    if(dot(p, projectAxis) < projectValue) {\\n      p = p * (1.0 - abs(projectAxis)) + projectAxis * projectValue;\\n    }\\n  }\\n  gl_Position = vec4(p, depth, 1);\\n}\",r.fillFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = vec4(color.rgb * color.a, color.a);\\n}\"},{}],170:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a,o,s,l){this.plot=t,this.dashPattern=e,this.lineBufferHi=r,this.lineBufferLo=n,this.pickBuffer=i,this.lineShader=a,this.mitreShader=o,this.fillShader=s,this.pickShader=l,this.usingDashes=!1,this.bounds=[1/0,1/0,-1/0,-1/0],this.width=1,this.color=[0,0,1,1],this.fill=[!1,!1,!1,!1],this.fillColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.data=null,this.numPoints=0,this.vertCount=0,this.pickOffset=0}function i(t){return t.map(function(t){return t.slice()})}function a(t,e){var r=t.gl,i=s(r),a=s(r),u=s(r),c=l(r,[1,1]),f=o(r,h.lineVertex,h.lineFragment),d=o(r,h.mitreVertex,h.mitreFragment),p=o(r,h.fillVertex,h.fillFragment),m=o(r,h.pickVertex,h.pickFragment),g=new n(t,c,i,a,u,f,d,p,m);return t.addObject(g),g.update(e),g}e.exports=a;var o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"gl-texture2d\"),u=t(\"ndarray\"),c=t(\"typedarray-pool\"),h=t(\"./lib/shaders\"),f=n.prototype;f.setProjectionModel=function(){var t={scaleHi:new Float32Array([0,0]),scaleLo:new Float32Array([0,0]),translateHi:new Float32Array([0,0]),translateLo:new Float32Array([0,0]),screenShape:[0,0]};return function(){var e=this.bounds,r=this.plot.viewBox,n=this.plot.dataBox,i=e[2]-e[0],a=e[3]-e[1],o=n[2]-n[0],s=n[3]-n[1],l=r[2]-r[0],u=r[3]-r[1],c=2*i/o,h=2*a/s,f=(e[0]-n[0]-.5*o)/i,d=(e[1]-n[1]-.5*s)/a;return t.scaleHi[0]=c,t.scaleHi[1]=h,t.scaleLo[0]=c-t.scaleHi[0],t.scaleLo[1]=h-t.scaleHi[1],t.translateHi[0]=f,t.translateHi[1]=d,t.translateLo[0]=f-t.translateHi[0],t.translateLo[1]=d-t.translateHi[1],t.screenShape[0]=l,t.screenShape[1]=u,t}}(),f.setProjectionUniforms=function(t,e){t.scaleHi=e.scaleHi,t.scaleLo=e.scaleLo,t.translateHi=e.translateHi,t.translateLo=e.translateLo,t.screenShape=e.screenShape},f.draw=function(){var t=[1,0],e=[-1,0],r=[0,1],n=[0,-1];return function(){var i=this.vertCount;if(i){var a=this.setProjectionModel(),o=this.plot,s=this.width,l=o.gl,u=o.pixelRatio,c=this.color,h=this.fillShader.attributes;this.lineBufferLo.bind(),h.aLo.pointer(l.FLOAT,!1,16,0),this.lineBufferHi.bind();var f=this.fill;if(f[0]||f[1]||f[2]||f[3]){var d=this.fillShader;d.bind();var p=d.uniforms;this.setProjectionUniforms(p,a),p.depth=o.nextDepthValue(),h.aHi.pointer(l.FLOAT,!1,16,0),h.dHi.pointer(l.FLOAT,!1,16,8),l.depthMask(!0),l.enable(l.DEPTH_TEST);var m=this.fillColor;f[0]&&(p.color=m[0],p.projectAxis=e,p.projectValue=1,l.drawArrays(l.TRIANGLES,0,i)),f[1]&&(p.color=m[1],p.projectAxis=n,p.projectValue=1,l.drawArrays(l.TRIANGLES,0,i)),f[2]&&(p.color=m[2],p.projectAxis=t,p.projectValue=1,l.drawArrays(l.TRIANGLES,0,i)),f[3]&&(p.color=m[3],p.projectAxis=r,p.projectValue=1,l.drawArrays(l.TRIANGLES,0,i)),l.depthMask(!1),l.disable(l.DEPTH_TEST)}var g=this.lineShader;g.bind(),this.lineBufferLo.bind(),g.attributes.aLo.pointer(l.FLOAT,!1,16,0),g.attributes.dLo.pointer(l.FLOAT,!1,16,8),this.lineBufferHi.bind();var v=g.uniforms;this.setProjectionUniforms(v,a),v.color=c,v.width=s*u,v.dashPattern=this.dashPattern.bind(),v.dashLength=this.dashLength*u;var y=g.attributes;if(y.aHi.pointer(l.FLOAT,!1,16,0),y.dHi.pointer(l.FLOAT,!1,16,8),l.drawArrays(l.TRIANGLES,0,i),s>2&&!this.usingDashes){var b=this.mitreShader;this.lineBufferLo.bind(),b.attributes.aLo.pointer(l.FLOAT,!1,48,0),this.lineBufferHi.bind(),b.bind();var x=b.uniforms;this.setProjectionUniforms(x,a),x.color=c,x.radius=s*u,b.attributes.aHi.pointer(l.FLOAT,!1,48,0),l.drawArrays(l.POINTS,0,i/3|0)}}}}(),f.drawPick=function(){var t=[0,0,0,0];return function(e){var r=this.vertCount,n=this.numPoints;if(this.pickOffset=e,!r)return e+n;var i=this.setProjectionModel(),a=this.plot,o=this.width,s=a.gl,l=a.pickPixelRatio,u=this.pickShader,c=this.pickBuffer;t[0]=255&e,t[1]=e>>>8&255,t[2]=e>>>16&255,t[3]=e>>>24,u.bind();var h=u.uniforms;this.setProjectionUniforms(h,i),h.width=o*l,h.pickOffset=t;var f=u.attributes;return this.lineBufferHi.bind(),f.aHi.pointer(s.FLOAT,!1,16,0),f.dHi.pointer(s.FLOAT,!1,16,8),this.lineBufferLo.bind(),f.aLo.pointer(s.FLOAT,!1,16,0),c.bind(),f.pick0.pointer(s.UNSIGNED_BYTE,!1,8,0),f.pick1.pointer(s.UNSIGNED_BYTE,!1,8,4),s.drawArrays(s.TRIANGLES,0,r),e+n}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.numPoints;if(r<n||r>=n+i)return null;var a=r-n,o=this.data;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}},f.update=function(t){t=t||{};var e,r,n,a,o,s=this.plot.gl;this.color=(t.color||[0,0,1,1]).slice(),this.width=+(t.width||1),this.fill=(t.fill||[!1,!1,!1,!1]).slice(),this.fillColor=i(t.fillColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var h=t.dashes||[1],f=0;for(e=0;e<h.length;++e)f+=h[e];var d=c.mallocUint8(f);n=0;var p=255;for(e=0;e<h.length;++e){for(r=0;r<h[e];++r)d[n++]=p;p^=255}this.dashPattern.dispose(),this.usingDashes=h.length>1,this.dashPattern=l(s,u(d,[f,1,4],[1,0,0])),this.dashPattern.minFilter=s.NEAREST,this.dashPattern.magFilter=s.NEAREST,this.dashLength=f,c.free(d);var m=t.positions;this.data=m;var g=this.bounds;g[0]=g[1]=1/0,g[2]=g[3]=-1/0;var v=this.numPoints=m.length>>>1;if(0!==v){for(e=0;e<v;++e)a=m[2*e],o=m[2*e+1],isNaN(a)||isNaN(o)||(g[0]=Math.min(g[0],a),g[1]=Math.min(g[1],o),g[2]=Math.max(g[2],a),g[3]=Math.max(g[3],o));g[0]===g[2]&&(g[2]+=1),g[3]===g[1]&&(g[3]+=1);var y=c.mallocFloat64(24*(v-1)),b=c.mallocFloat32(24*(v-1)),x=c.mallocFloat32(24*(v-1)),_=c.mallocUint32(12*(v-1)),w=b.length,M=_.length;n=v;for(var k=0;n>1;){var A=--n;a=m[2*n],o=m[2*n+1];var T=A-1,S=m[2*T],E=m[2*T+1];if(!(isNaN(a)||isNaN(o)||isNaN(S)||isNaN(E))){k+=1,a=(a-g[0])/(g[2]-g[0]),o=(o-g[1])/(g[3]-g[1]),S=(S-g[0])/(g[2]-g[0]),E=(E-g[1])/(g[3]-g[1]);var L=S-a,C=E-o,I=A|1<<24,z=A-1,D=A,P=A-1|1<<24;y[--w]=-C,y[--w]=-L,y[--w]=o,y[--w]=a,_[--M]=I,_[--M]=z,y[--w]=C,y[--w]=L,y[--w]=E,y[--w]=S,_[--M]=D,_[--M]=P,y[--w]=-C,y[--w]=-L,y[--w]=E,y[--w]=S,_[--M]=D,_[--M]=P,y[--w]=C,y[--w]=L,y[--w]=E,y[--w]=S,_[--M]=D,_[--M]=P,y[--w]=-C,y[--w]=-L,y[--w]=o,y[--w]=a,_[--M]=I,_[--M]=z,y[--w]=C,y[--w]=L,y[--w]=o,y[--w]=a,_[--M]=I,_[--M]=z}}for(e=0;e<y.length;e++)b[e]=y[e],x[e]=y[e]-b[e];this.vertCount=6*k,this.lineBufferHi.update(b.subarray(w)),this.lineBufferLo.update(x.subarray(w)),this.pickBuffer.update(_.subarray(M)),c.free(y),c.free(b),c.free(x),c.free(_)}},f.dispose=function(){this.plot.removeObject(this),this.lineBufferLo.dispose(),this.lineBufferHi.dispose(),this.pickBuffer.dispose(),this.lineShader.dispose(),this.mitreShader.dispose(),this.fillShader.dispose(),this.pickShader.dispose(),this.dashPattern.dispose()}},{\"./lib/shaders\":169,\"gl-buffer\":156,\"gl-shader\":255,\"gl-texture2d\":267,ndarray:467,\"typedarray-pool\":541}],171:[function(t,e,r){var n=t(\"gl-shader\"),i=\"precision mediump 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\\nvoid main() {\\n  vec4 projected = projection * view * model * vec4(position, 1.0);\\n  vec4 tangentClip = projection * view * model * vec4(nextPosition - position, 0.0);\\n  vec2 tangent = normalize(screenShape * tangentClip.xy);\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(tangent.y, -tangent.x) / screenShape;\\n\\n  gl_Position = vec4(projected.xy + projected.w * offset, projected.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\",a=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return n(t,i,\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(worldPosition, clipBounds[0])) || any(greaterThan(worldPosition, clipBounds[1]))) {\\n    discard;\\n  }\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\",null,a)},r.createPickShader=function(t){return n(t,i,\"precision mediump float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\nlowp vec4 encode_float_1_0(highp float v) {\\n  highp float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  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\\n\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if(any(lessThan(worldPosition, clipBounds[0])) || any(greaterThan(worldPosition, clipBounds[1]))) {\\n    discard;\\n  }\\n  gl_FragColor = vec4(pickId/255.0, encode_float_1_0(pixelArcLength).xyz);\\n}\",null,a)}},{\"gl-shader\":255}],172:[function(t,e,r){\"use strict\";function n(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function i(t){\n",
       "for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function a(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function o(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.dirty=!0,this.pixelRatio=1}function s(t){var e=t.gl||t.scene&&t.scene.gl,r=m(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 n=g(e);n.attributes.position.location=0,n.attributes.nextPosition.location=1,n.attributes.arcLength.location=2,n.attributes.lineWidth.location=3,n.attributes.color.location=4;for(var i=l(e),a=u(e,[{buffer:i,size:3,offset:0,stride:48},{buffer:i,size:3,offset:12,stride:48},{buffer:i,size:1,offset:24,stride:48},{buffer:i,size:1,offset:28,stride:48},{buffer:i,size:4,offset:32,stride:48}]),s=d(new Array(1024),[256,1,4]),h=0;h<1024;++h)s.data[h]=255;var f=c(e,s);f.wrap=e.REPEAT;var p=new o(e,r,n,i,a,f);return p.update(t),p}e.exports=s;var l=t(\"gl-buffer\"),u=t(\"gl-vao\"),c=t(\"gl-texture2d\"),h=t(\"glsl-read-float\"),f=t(\"binary-search-bounds\"),d=t(\"ndarray\"),p=t(\"./lib/shaders\"),m=p.createShader,g=p.createPickShader,v=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],y=o.prototype;y.isTransparent=function(){return this.opacity<1},y.isOpaque=function(){return this.opacity>=1},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||v,view:t.view||v,projection:t.projection||v,clipBounds:i(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)},y.drawPick=function(t){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||v,view:t.view||v,projection:t.projection||v,pickId:this.pickId,clipBounds:i(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount)},y.update=function(t){var e,r;this.dirty=!0;var i=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),\"opacity\"in t&&(this.opacity=+t.opacity);var a=t.position||t.positions;if(a){var o=t.color||t.colors||[0,0,0,1],s=t.lineWidth||1,l=[],u=[],c=[],h=0,p=0,m=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],g=!1;t:for(e=1;e<a.length;++e){var v=a[e-1],y=a[e];for(u.push(h),c.push(v.slice()),r=0;r<3;++r){if(isNaN(v[r])||isNaN(y[r])||!isFinite(v[r])||!isFinite(y[r])){if(!i&&l.length>0){for(var b=0;b<24;++b)l.push(l[l.length-12]);p+=2,g=!0}continue t}m[0][r]=Math.min(m[0][r],v[r],y[r]),m[1][r]=Math.max(m[1][r],v[r],y[r])}var x,_;Array.isArray(o[0])?(x=o[e-1],_=o[e]):x=_=o,3===x.length&&(x=[x[0],x[1],x[2],1]),3===_.length&&(_=[_[0],_[1],_[2],1]);var w;w=Array.isArray(s)?s[e-1]:s;var 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null;if(r===this.arcLength.length-1)return new a(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)],o=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),s=1-o,l=[0,0,0],u=0;u<3;++u)l[u]=s*n[u]+o*i[u];var c=Math.min(o<.5?r:r+1,this.points.length-1);return new a(e,l,c,this.points[c])}},{\"./lib/shaders\":171,\"binary-search-bounds\":66,\"gl-buffer\":156,\"gl-texture2d\":267,\"gl-vao\":271,\"glsl-read-float\":278,ndarray:467}],173:[function(t,e,r){function n(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}e.exports=n},{}],174:[function(t,e,r){function n(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],h=c*o-s*u,f=-c*a+s*l,d=u*a-o*l,p=r*h+n*f+i*d;return p?(p=1/p,t[0]=h*p,t[1]=(-c*n+i*u)*p,t[2]=(s*n-i*o)*p,t[3]=f*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}e.exports=n},{}],175:[function(t,e,r){function n(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}e.exports=n},{}],176:[function(t,e,r){function n(){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}e.exports=n},{}],177:[function(t,e,r){function n(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],h=t[10],f=t[11],d=t[12],p=t[13],m=t[14],g=t[15];return(e*o-r*a)*(h*g-f*m)-(e*s-n*a)*(c*g-f*p)+(e*l-i*a)*(c*m-h*p)+(r*s-n*o)*(u*g-f*d)-(r*l-i*o)*(u*m-h*d)+(n*l-i*s)*(u*p-c*d)}e.exports=n},{}],178:[function(t,e,r){function n(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,h=n*s,f=i*o,d=i*s,p=i*l,m=a*o,g=a*s,v=a*l;return t[0]=1-h-p,t[1]=c+v,t[2]=f-g,t[3]=0,t[4]=c-v,t[5]=1-u-p,t[6]=d+m,t[7]=0,t[8]=f+g,t[9]=d-m,t[10]=1-u-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}e.exports=n},{}],179:[function(t,e,r){function n(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,h=n*l,f=n*u,d=i*l,p=i*u,m=a*u,g=o*s,v=o*l,y=o*u;return t[0]=1-(d+m),t[1]=h+y,t[2]=f-v,t[3]=0,t[4]=h-y,t[5]=1-(c+m),t[6]=p+g,t[7]=0,t[8]=f+v,t[9]=p-g,t[10]=1-(c+d),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}e.exports=n},{}],180:[function(t,e,r){function n(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}e.exports=n},{}],181:[function(t,e,r){function n(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],h=e[9],f=e[10],d=e[11],p=e[12],m=e[13],g=e[14],v=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,M=i*u-a*l,k=c*m-h*p,A=c*g-f*p,T=c*v-d*p,S=h*g-f*m,E=h*v-d*m,L=f*v-d*g,C=y*L-b*E+x*S+_*T-w*A+M*k;return C?(C=1/C,t[0]=(s*L-l*E+u*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(m*M-g*w+v*_)*C,t[3]=(f*w-h*M-d*_)*C,t[4]=(l*T-o*L-u*A)*C,t[5]=(r*L-i*T+a*A)*C,t[6]=(g*x-p*M-v*b)*C,t[7]=(c*M-f*x+d*b)*C,t[8]=(o*E-s*T+u*k)*C,t[9]=(n*T-r*E-a*k)*C,t[10]=(p*w-m*x+v*y)*C,t[11]=(h*x-c*w-d*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(m*b-p*_-g*y)*C,t[15]=(c*_-h*b+f*y)*C,t):null}e.exports=n},{}],182:[function(t,e,r){function n(t,e,r,n){var a,o,s,l,u,c,h,f,d,p,m=e[0],g=e[1],v=e[2],y=n[0],b=n[1],x=n[2],_=r[0],w=r[1],M=r[2];return Math.abs(m-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(v-M)<1e-6?i(t):(h=m-_,f=g-w,d=v-M,p=1/Math.sqrt(h*h+f*f+d*d),h*=p,f*=p,d*=p,a=b*d-x*f,o=x*h-y*d,s=y*f-b*h,p=Math.sqrt(a*a+o*o+s*s),p?(p=1/p,a*=p,o*=p,s*=p):(a=0,o=0,s=0),l=f*s-d*o,u=d*a-h*s,c=h*o-f*a,p=Math.sqrt(l*l+u*u+c*c),p?(p=1/p,l*=p,u*=p,c*=p):(l=0,u=0,c=0),t[0]=a,t[1]=l,t[2]=h,t[3]=0,t[4]=o,t[5]=u,t[6]=f,t[7]=0,t[8]=s,t[9]=c,t[10]=d,t[11]=0,t[12]=-(a*m+o*g+s*v),t[13]=-(l*m+u*g+c*v),t[14]=-(h*m+f*g+d*v),t[15]=1,t)}var i=t(\"./identity\");e.exports=n},{\"./identity\":180}],183:[function(t,e,r){function n(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],h=e[8],f=e[9],d=e[10],p=e[11],m=e[12],g=e[13],v=e[14],y=e[15],b=r[0],x=r[1],_=r[2],w=r[3];return t[0]=b*n+x*s+_*h+w*m,t[1]=b*i+x*l+_*f+w*g,t[2]=b*a+x*u+_*d+w*v,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+_*h+w*m,t[5]=b*i+x*l+_*f+w*g,t[6]=b*a+x*u+_*d+w*v,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+_*h+w*m,t[9]=b*i+x*l+_*f+w*g,t[10]=b*a+x*u+_*d+w*v,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+_*h+w*m,t[13]=b*i+x*l+_*f+w*g,t[14]=b*a+x*u+_*d+w*v,t[15]=b*o+x*c+_*p+w*y,t}e.exports=n},{}],184:[function(t,e,r){function n(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}e.exports=n},{}],185:[function(t,e,r){function n(t,e,r,n){var i,a,o,s,l,u,c,h,f,d,p,m,g,v,y,b,x,_,w,M,k,A,T,S,E=n[0],L=n[1],C=n[2],I=Math.sqrt(E*E+L*L+C*C);return Math.abs(I)<1e-6?null:(I=1/I,E*=I,L*=I,C*=I,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],u=e[2],c=e[3],h=e[4],f=e[5],d=e[6],p=e[7],m=e[8],g=e[9],v=e[10],y=e[11],b=E*E*o+a,x=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,M=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,T=L*C*o-E*i,S=C*C*o+a,t[0]=s*b+h*x+m*_,t[1]=l*b+f*x+g*_,t[2]=u*b+d*x+v*_,t[3]=c*b+p*x+y*_,t[4]=s*w+h*M+m*k,t[5]=l*w+f*M+g*k,t[6]=u*w+d*M+v*k,t[7]=c*w+p*M+y*k,t[8]=s*A+h*T+m*S,t[9]=l*A+f*T+g*S,t[10]=u*A+d*T+v*S,t[11]=c*A+p*T+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)}e.exports=n},{}],186:[function(t,e,r){function n(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],h=e[10],f=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+u*n,t[5]=o*i+c*n,t[6]=s*i+h*n,t[7]=l*i+f*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=h*i-s*n,t[11]=f*i-l*n,t}e.exports=n},{}],187:[function(t,e,r){function n(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],h=e[10],f=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-h*n,t[3]=l*i-f*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+h*i,t[11]=l*n+f*i,t}e.exports=n},{}],188:[function(t,e,r){function n(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],h=e[6],f=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+h*n,t[3]=l*i+f*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=h*i-s*n,t[7]=f*i-l*n,t}e.exports=n},{}],189:[function(t,e,r){function n(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}e.exports=n},{}],190:[function(t,e,r){function n(t,e,r){var n,i,a,o,s,l,u,c,h,f,d,p,m=r[0],g=r[1],v=r[2];return e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+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],h=e[8],f=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]=h,t[9]=f,t[10]=d,t[11]=p,t[12]=n*m+s*g+h*v+e[12],t[13]=i*m+l*g+f*v+e[13],t[14]=a*m+u*g+d*v+e[14],t[15]=o*m+c*g+p*v+e[15]),t}e.exports=n},{}],191:[function(t,e,r){function n(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}e.exports=n},{}],192:[function(t,e,r){\"use strict\";function n(t,e){switch(e.length){case 0:break;case 1:t[0]=1/e[0];break;case 4:i(t,e);break;case 9:a(t,e);break;case 16:o(t,e);break;default:throw new Error(\"currently supports matrices up to 4x4\")}return t}e.exports=n;var i=t(\"gl-mat2/invert\"),a=t(\"gl-mat3/invert\"),o=t(\"gl-mat4/invert\")},{\"gl-mat2/invert\":173,\"gl-mat3/invert\":174,\"gl-mat4/invert\":181}],193:[function(t,e,r){r.glMatrix=t(\"./gl-matrix/common.js\"),r.mat2=t(\"./gl-matrix/mat2.js\"),r.mat2d=t(\"./gl-matrix/mat2d.js\"),r.mat3=t(\"./gl-matrix/mat3.js\"),r.mat4=t(\"./gl-matrix/mat4.js\"),r.quat=t(\"./gl-matrix/quat.js\"),r.vec2=t(\"./gl-matrix/vec2.js\"),r.vec3=t(\"./gl-matrix/vec3.js\"),r.vec4=t(\"./gl-matrix/vec4.js\")},{\"./gl-matrix/common.js\":194,\"./gl-matrix/mat2.js\":195,\"./gl-matrix/mat2d.js\":196,\"./gl-matrix/mat3.js\":197,\"./gl-matrix/mat4.js\":198,\"./gl-matrix/quat.js\":199,\"./gl-matrix/vec2.js\":200,\"./gl-matrix/vec3.js\":201,\"./gl-matrix/vec4.js\":202}],194:[function(t,e,r){var n={};n.EPSILON=1e-6,n.ARRAY_TYPE=\"undefined\"!=typeof 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t[0]=d*n+f*o,t[1]=d*i+f*s,t[2]=d*a+f*l,t[3]=d*o-f*n,t[4]=d*s-f*i,t[5]=d*l-f*a,t[6]=u,t[7]=c,t[8]=h,t},i.scale=function(t,e,r){var n=r[0],i=r[1];return t[0]=n*e[0],t[1]=n*e[1],t[2]=n*e[2],t[3]=i*e[3],t[4]=i*e[4],t[5]=i*e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t},i.fromTranslation=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=1,t[5]=0,t[6]=e[0],t[7]=e[1],t[8]=1,t},i.fromRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=-r,t[4]=n,t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},i.fromScaling=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=e[1],t[5]=0,t[6]=0,t[7]=0,t[8]=1,t},i.fromMat2d=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=0,t[3]=e[2],t[4]=e[3],t[5]=0,t[6]=e[4],t[7]=e[5],t[8]=1,t},i.fromQuat=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,h=n*s,f=i*o,d=i*s,p=i*l,m=a*o,g=a*s,v=a*l;return t[0]=1-h-p,t[3]=c-v,t[6]=f+g,t[1]=c+v,t[4]=1-u-p,t[7]=d-m,t[2]=f-g,t[5]=d+m,t[8]=1-u-h,t},i.normalFromMat4=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],h=e[9],f=e[10],d=e[11],p=e[12],m=e[13],g=e[14],v=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,M=i*u-a*l,k=c*m-h*p,A=c*g-f*p,T=c*v-d*p,S=h*g-f*m,E=h*v-d*m,L=f*v-d*g,C=y*L-b*E+x*S+_*T-w*A+M*k;return C?(C=1/C,t[0]=(s*L-l*E+u*S)*C,t[1]=(l*T-o*L-u*A)*C,t[2]=(o*E-s*T+u*k)*C,t[3]=(i*E-n*L-a*S)*C,t[4]=(r*L-i*T+a*A)*C,t[5]=(n*T-r*E-a*k)*C,t[6]=(m*M-g*w+v*_)*C,t[7]=(g*x-p*M-v*b)*C,t[8]=(p*w-m*x+v*y)*C,t):null},i.str=function(t){return\"mat3(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\")\"},i.frob=function(t){return Math.sqrt(Math.pow(t[0],2)+Math.pow(t[1],2)+Math.pow(t[2],2)+Math.pow(t[3],2)+Math.pow(t[4],2)+Math.pow(t[5],2)+Math.pow(t[6],2)+Math.pow(t[7],2)+Math.pow(t[8],2))},i.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t[3]=e[3]+r[3],t[4]=e[4]+r[4],t[5]=e[5]+r[5],t[6]=e[6]+r[6],t[7]=e[7]+r[7],t[8]=e[8]+r[8],t},i.subtract=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t[3]=e[3]-r[3],t[4]=e[4]-r[4],t[5]=e[5]-r[5],t[6]=e[6]-r[6],t[7]=e[7]-r[7],t[8]=e[8]-r[8],t},i.sub=i.subtract,i.multiplyScalar=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t[4]=e[4]*r,t[5]=e[5]*r,t[6]=e[6]*r,t[7]=e[7]*r,t[8]=e[8]*r,t},i.multiplyScalarAndAdd=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t[3]=e[3]+r[3]*n,t[4]=e[4]+r[4]*n,t[5]=e[5]+r[5]*n,t[6]=e[6]+r[6]*n,t[7]=e[7]+r[7]*n,t[8]=e[8]+r[8]*n,t},i.exactEquals=function(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]&&t[4]===e[4]&&t[5]===e[5]&&t[6]===e[6]&&t[7]===e[7]&&t[8]===e[8]},i.equals=function(t,e){var r=t[0],i=t[1],a=t[2],o=t[3],s=t[4],l=t[5],u=t[6],c=t[7],h=t[8],f=e[0],d=e[1],p=e[2],m=e[3],g=e[4],v=e[5],y=t[6],b=e[7],x=e[8];return Math.abs(r-f)<=n.EPSILON*Math.max(1,Math.abs(r),Math.abs(f))&&Math.abs(i-d)<=n.EPSILON*Math.max(1,Math.abs(i),Math.abs(d))&&Math.abs(a-p)<=n.EPSILON*Math.max(1,Math.abs(a),Math.abs(p))&&Math.abs(o-m)<=n.EPSILON*Math.max(1,Math.abs(o),Math.abs(m))&&Math.abs(s-g)<=n.EPSILON*Math.max(1,Math.abs(s),Math.abs(g))&&Math.abs(l-v)<=n.EPSILON*Math.max(1,Math.abs(l),Math.abs(v))&&Math.abs(u-y)<=n.EPSILON*Math.max(1,Math.abs(u),Math.abs(y))&&Math.abs(c-b)<=n.EPSILON*Math.max(1,Math.abs(c),Math.abs(b))&&Math.abs(h-x)<=n.EPSILON*Math.max(1,Math.abs(h),Math.abs(x))},e.exports=i},{\"./common.js\":194}],198:[function(t,e,r){var n=t(\"./common.js\"),i={scalar:{},SIMD:{}};i.create=function(){var t=new n.ARRAY_TYPE(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},i.clone=function(t){var e=new n.ARRAY_TYPE(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},i.copy=function(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],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],t},i.fromValues=function(t,e,r,i,a,o,s,l,u,c,h,f,d,p,m,g){var v=new n.ARRAY_TYPE(16);return v[0]=t,v[1]=e,v[2]=r,v[3]=i,v[4]=a,v[5]=o,v[6]=s,v[7]=l,v[8]=u,v[9]=c,v[10]=h,v[11]=f,v[12]=d,v[13]=p,v[14]=m,v[15]=g,v},i.set=function(t,e,r,n,i,a,o,s,l,u,c,h,f,d,p,m,g){return t[0]=e,t[1]=r,t[2]=n,t[3]=i,t[4]=a,t[5]=o,t[6]=s,t[7]=l,t[8]=u,t[9]=c,t[10]=h,t[11]=f,t[12]=d,t[13]=p,t[14]=m,t[15]=g,t},i.identity=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},i.scalar.transpose=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},i.SIMD.transpose=function(t,e){var r,n,i,a,o,s,l,u,c,h;return r=SIMD.Float32x4.load(e,0),n=SIMD.Float32x4.load(e,4),i=SIMD.Float32x4.load(e,8),a=SIMD.Float32x4.load(e,12),o=SIMD.Float32x4.shuffle(r,n,0,1,4,5),s=SIMD.Float32x4.shuffle(i,a,0,1,4,5),l=SIMD.Float32x4.shuffle(o,s,0,2,4,6),u=SIMD.Float32x4.shuffle(o,s,1,3,5,7),SIMD.Float32x4.store(t,0,l),SIMD.Float32x4.store(t,4,u),o=SIMD.Float32x4.shuffle(r,n,2,3,6,7),s=SIMD.Float32x4.shuffle(i,a,2,3,6,7),c=SIMD.Float32x4.shuffle(o,s,0,2,4,6),h=SIMD.Float32x4.shuffle(o,s,1,3,5,7),SIMD.Float32x4.store(t,8,c),SIMD.Float32x4.store(t,12,h),t},i.transpose=n.USE_SIMD?i.SIMD.transpose:i.scalar.transpose,i.scalar.invert=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],h=e[9],f=e[10],d=e[11],p=e[12],m=e[13],g=e[14],v=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,M=i*u-a*l,k=c*m-h*p,A=c*g-f*p,T=c*v-d*p,S=h*g-f*m,E=h*v-d*m,L=f*v-d*g,C=y*L-b*E+x*S+_*T-w*A+M*k;return C?(C=1/C,t[0]=(s*L-l*E+u*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(m*M-g*w+v*_)*C,t[3]=(f*w-h*M-d*_)*C,t[4]=(l*T-o*L-u*A)*C,t[5]=(r*L-i*T+a*A)*C,t[6]=(g*x-p*M-v*b)*C,t[7]=(c*M-f*x+d*b)*C,t[8]=(o*E-s*T+u*k)*C,t[9]=(n*T-r*E-a*k)*C,t[10]=(p*w-m*x+v*y)*C,t[11]=(h*x-c*w-d*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(m*b-p*_-g*y)*C,t[15]=(c*_-h*b+f*y)*C,t):null},i.SIMD.invert=function(t,e){var r,n,i,a,o,s,l,u,c,h,f=SIMD.Float32x4.load(e,0),d=SIMD.Float32x4.load(e,4),p=SIMD.Float32x4.load(e,8),m=SIMD.Float32x4.load(e,12);return o=SIMD.Float32x4.shuffle(f,d,0,1,4,5),n=SIMD.Float32x4.shuffle(p,m,0,1,4,5),r=SIMD.Float32x4.shuffle(o,n,0,2,4,6),n=SIMD.Float32x4.shuffle(n,o,1,3,5,7),o=SIMD.Float32x4.shuffle(f,d,2,3,6,7),a=SIMD.Float32x4.shuffle(p,m,2,3,6,7),i=SIMD.Float32x4.shuffle(o,a,0,2,4,6),a=SIMD.Float32x4.shuffle(a,o,1,3,5,7),o=SIMD.Float32x4.mul(i,a),o=SIMD.Float32x4.swizzle(o,1,0,3,2),s=SIMD.Float32x4.mul(n,o),l=SIMD.Float32x4.mul(r,o),o=SIMD.Float32x4.swizzle(o,2,3,0,1),s=SIMD.Float32x4.sub(SIMD.Float32x4.mul(n,o),s),l=SIMD.Float32x4.sub(SIMD.Float32x4.mul(r,o),l),l=SIMD.Float32x4.swizzle(l,2,3,0,1),o=SIMD.Float32x4.mul(n,i),o=SIMD.Float32x4.swizzle(o,1,0,3,2),s=SIMD.Float32x4.add(SIMD.Float32x4.mul(a,o),s),c=SIMD.Float32x4.mul(r,o),o=SIMD.Float32x4.swizzle(o,2,3,0,1),s=SIMD.Float32x4.sub(s,SIMD.Float32x4.mul(a,o)),c=SIMD.Float32x4.sub(SIMD.Float32x4.mul(r,o),c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),o=SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(n,2,3,0,1),a),o=SIMD.Float32x4.swizzle(o,1,0,3,2),i=SIMD.Float32x4.swizzle(i,2,3,0,1),s=SIMD.Float32x4.add(SIMD.Float32x4.mul(i,o),s),u=SIMD.Float32x4.mul(r,o),o=SIMD.Float32x4.swizzle(o,2,3,0,1),s=SIMD.Float32x4.sub(s,SIMD.Float32x4.mul(i,o)),u=SIMD.Float32x4.sub(SIMD.Float32x4.mul(r,o),u),u=SIMD.Float32x4.swizzle(u,2,3,0,1),o=SIMD.Float32x4.mul(r,n),o=SIMD.Float32x4.swizzle(o,1,0,3,2),u=SIMD.Float32x4.add(SIMD.Float32x4.mul(a,o),u),c=SIMD.Float32x4.sub(SIMD.Float32x4.mul(i,o),c),o=SIMD.Float32x4.swizzle(o,2,3,0,1),u=SIMD.Float32x4.sub(SIMD.Float32x4.mul(a,o),u),c=SIMD.Float32x4.sub(c,SIMD.Float32x4.mul(i,o)),o=SIMD.Float32x4.mul(r,a),o=SIMD.Float32x4.swizzle(o,1,0,3,2),l=SIMD.Float32x4.sub(l,SIMD.Float32x4.mul(i,o)),u=SIMD.Float32x4.add(SIMD.Float32x4.mul(n,o),u),o=SIMD.Float32x4.swizzle(o,2,3,0,1),l=SIMD.Float32x4.add(SIMD.Float32x4.mul(i,o),l),u=SIMD.Float32x4.sub(u,SIMD.Float32x4.mul(n,o)),o=SIMD.Float32x4.mul(r,i),o=SIMD.Float32x4.swizzle(o,1,0,3,2),l=SIMD.Float32x4.add(SIMD.Float32x4.mul(a,o),l),c=SIMD.Float32x4.sub(c,SIMD.Float32x4.mul(n,o)),o=SIMD.Float32x4.swizzle(o,2,3,0,1),l=SIMD.Float32x4.sub(l,SIMD.Float32x4.mul(a,o)),c=SIMD.Float32x4.add(SIMD.Float32x4.mul(n,o),c),h=SIMD.Float32x4.mul(r,s),h=SIMD.Float32x4.add(SIMD.Float32x4.swizzle(h,2,3,0,1),h),h=SIMD.Float32x4.add(SIMD.Float32x4.swizzle(h,1,0,3,2),h),o=SIMD.Float32x4.reciprocalApproximation(h),h=SIMD.Float32x4.sub(SIMD.Float32x4.add(o,o),SIMD.Float32x4.mul(h,SIMD.Float32x4.mul(o,o))),(h=SIMD.Float32x4.swizzle(h,0,0,0,0))?(SIMD.Float32x4.store(t,0,SIMD.Float32x4.mul(h,s)),SIMD.Float32x4.store(t,4,SIMD.Float32x4.mul(h,l)),SIMD.Float32x4.store(t,8,SIMD.Float32x4.mul(h,u)),SIMD.Float32x4.store(t,12,SIMD.Float32x4.mul(h,c)),t):null},i.invert=n.USE_SIMD?i.SIMD.invert:i.scalar.invert,i.scalar.adjoint=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],h=e[9],f=e[10],d=e[11],p=e[12],m=e[13],g=e[14],v=e[15];return t[0]=s*(f*v-d*g)-h*(l*v-u*g)+m*(l*d-u*f),t[1]=-(n*(f*v-d*g)-h*(i*v-a*g)+m*(i*d-a*f)),t[2]=n*(l*v-u*g)-s*(i*v-a*g)+m*(i*u-a*l),t[3]=-(n*(l*d-u*f)-s*(i*d-a*f)+h*(i*u-a*l)),t[4]=-(o*(f*v-d*g)-c*(l*v-u*g)+p*(l*d-u*f)),t[5]=r*(f*v-d*g)-c*(i*v-a*g)+p*(i*d-a*f),t[6]=-(r*(l*v-u*g)-o*(i*v-a*g)+p*(i*u-a*l)),t[7]=r*(l*d-u*f)-o*(i*d-a*f)+c*(i*u-a*l),t[8]=o*(h*v-d*m)-c*(s*v-u*m)+p*(s*d-u*h),t[9]=-(r*(h*v-d*m)-c*(n*v-a*m)+p*(n*d-a*h)),t[10]=r*(s*v-u*m)-o*(n*v-a*m)+p*(n*u-a*s),t[11]=-(r*(s*d-u*h)-o*(n*d-a*h)+c*(n*u-a*s)),t[12]=-(o*(h*g-f*m)-c*(s*g-l*m)+p*(s*f-l*h)),t[13]=r*(h*g-f*m)-c*(n*g-i*m)+p*(n*f-i*h),t[14]=-(r*(s*g-l*m)-o*(n*g-i*m)+p*(n*l-i*s)),t[15]=r*(s*f-l*h)-o*(n*f-i*h)+c*(n*l-i*s),t},i.SIMD.adjoint=function(t,e){var r,n,i,a,o,s,l,u,c,h,f,d,p,r=SIMD.Float32x4.load(e,0),n=SIMD.Float32x4.load(e,4),i=SIMD.Float32x4.load(e,8),a=SIMD.Float32x4.load(e,12)\n",
       ";return c=SIMD.Float32x4.shuffle(r,n,0,1,4,5),s=SIMD.Float32x4.shuffle(i,a,0,1,4,5),o=SIMD.Float32x4.shuffle(c,s,0,2,4,6),s=SIMD.Float32x4.shuffle(s,c,1,3,5,7),c=SIMD.Float32x4.shuffle(r,n,2,3,6,7),u=SIMD.Float32x4.shuffle(i,a,2,3,6,7),l=SIMD.Float32x4.shuffle(c,u,0,2,4,6),u=SIMD.Float32x4.shuffle(u,c,1,3,5,7),c=SIMD.Float32x4.mul(l,u),c=SIMD.Float32x4.swizzle(c,1,0,3,2),h=SIMD.Float32x4.mul(s,c),f=SIMD.Float32x4.mul(o,c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),h=SIMD.Float32x4.sub(SIMD.Float32x4.mul(s,c),h),f=SIMD.Float32x4.sub(SIMD.Float32x4.mul(o,c),f),f=SIMD.Float32x4.swizzle(f,2,3,0,1),c=SIMD.Float32x4.mul(s,l),c=SIMD.Float32x4.swizzle(c,1,0,3,2),h=SIMD.Float32x4.add(SIMD.Float32x4.mul(u,c),h),p=SIMD.Float32x4.mul(o,c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),h=SIMD.Float32x4.sub(h,SIMD.Float32x4.mul(u,c)),p=SIMD.Float32x4.sub(SIMD.Float32x4.mul(o,c),p),p=SIMD.Float32x4.swizzle(p,2,3,0,1),c=SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,2,3,0,1),u),c=SIMD.Float32x4.swizzle(c,1,0,3,2),l=SIMD.Float32x4.swizzle(l,2,3,0,1),h=SIMD.Float32x4.add(SIMD.Float32x4.mul(l,c),h),d=SIMD.Float32x4.mul(o,c),c=SIMD.Float32x4.swizzle(c,2,3,0,1),h=SIMD.Float32x4.sub(h,SIMD.Float32x4.mul(l,c)),d=SIMD.Float32x4.sub(SIMD.Float32x4.mul(o,c),d),d=SIMD.Float32x4.swizzle(d,2,3,0,1),c=SIMD.Float32x4.mul(o,s),c=SIMD.Float32x4.swizzle(c,1,0,3,2),d=SIMD.Float32x4.add(SIMD.Float32x4.mul(u,c),d),p=SIMD.Float32x4.sub(SIMD.Float32x4.mul(l,c),p),c=SIMD.Float32x4.swizzle(c,2,3,0,1),d=SIMD.Float32x4.sub(SIMD.Float32x4.mul(u,c),d),p=SIMD.Float32x4.sub(p,SIMD.Float32x4.mul(l,c)),c=SIMD.Float32x4.mul(o,u),c=SIMD.Float32x4.swizzle(c,1,0,3,2),f=SIMD.Float32x4.sub(f,SIMD.Float32x4.mul(l,c)),d=SIMD.Float32x4.add(SIMD.Float32x4.mul(s,c),d),c=SIMD.Float32x4.swizzle(c,2,3,0,1),f=SIMD.Float32x4.add(SIMD.Float32x4.mul(l,c),f),d=SIMD.Float32x4.sub(d,SIMD.Float32x4.mul(s,c)),c=SIMD.Float32x4.mul(o,l),c=SIMD.Float32x4.swizzle(c,1,0,3,2),f=SIMD.Float32x4.add(SIMD.Float32x4.mul(u,c),f),p=SIMD.Float32x4.sub(p,SIMD.Float32x4.mul(s,c)),c=SIMD.Float32x4.swizzle(c,2,3,0,1),f=SIMD.Float32x4.sub(f,SIMD.Float32x4.mul(u,c)),p=SIMD.Float32x4.add(SIMD.Float32x4.mul(s,c),p),SIMD.Float32x4.store(t,0,h),SIMD.Float32x4.store(t,4,f),SIMD.Float32x4.store(t,8,d),SIMD.Float32x4.store(t,12,p),t},i.adjoint=n.USE_SIMD?i.SIMD.adjoint:i.scalar.adjoint,i.determinant=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],h=t[10],f=t[11],d=t[12],p=t[13],m=t[14],g=t[15];return(e*o-r*a)*(h*g-f*m)-(e*s-n*a)*(c*g-f*p)+(e*l-i*a)*(c*m-h*p)+(r*s-n*o)*(u*g-f*d)-(r*l-i*o)*(u*m-h*d)+(n*l-i*s)*(u*p-c*d)},i.SIMD.multiply=function(t,e,r){var n=SIMD.Float32x4.load(e,0),i=SIMD.Float32x4.load(e,4),a=SIMD.Float32x4.load(e,8),o=SIMD.Float32x4.load(e,12),s=SIMD.Float32x4.load(r,0),l=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,2,2,2,2),a),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(s,3,3,3,3),o))));SIMD.Float32x4.store(t,0,l);var u=SIMD.Float32x4.load(r,4),c=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,2,2,2,2),a),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(u,3,3,3,3),o))));SIMD.Float32x4.store(t,4,c);var h=SIMD.Float32x4.load(r,8),f=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,2,2,2,2),a),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(h,3,3,3,3),o))));SIMD.Float32x4.store(t,8,f);var d=SIMD.Float32x4.load(r,12),p=SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,0,0,0,0),n),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,1,1,1,1),i),SIMD.Float32x4.add(SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,2,2,2,2),a),SIMD.Float32x4.mul(SIMD.Float32x4.swizzle(d,3,3,3,3),o))));return SIMD.Float32x4.store(t,12,p),t},i.scalar.multiply=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],h=e[8],f=e[9],d=e[10],p=e[11],m=e[12],g=e[13],v=e[14],y=e[15],b=r[0],x=r[1],_=r[2],w=r[3];return t[0]=b*n+x*s+_*h+w*m,t[1]=b*i+x*l+_*f+w*g,t[2]=b*a+x*u+_*d+w*v,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+_*h+w*m,t[5]=b*i+x*l+_*f+w*g,t[6]=b*a+x*u+_*d+w*v,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+_*h+w*m,t[9]=b*i+x*l+_*f+w*g,t[10]=b*a+x*u+_*d+w*v,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+_*h+w*m,t[13]=b*i+x*l+_*f+w*g,t[14]=b*a+x*u+_*d+w*v,t[15]=b*o+x*c+_*p+w*y,t},i.multiply=n.USE_SIMD?i.SIMD.multiply:i.scalar.multiply,i.mul=i.multiply,i.scalar.translate=function(t,e,r){var n,i,a,o,s,l,u,c,h,f,d,p,m=r[0],g=r[1],v=r[2];return e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+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],h=e[8],f=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]=h,t[9]=f,t[10]=d,t[11]=p,t[12]=n*m+s*g+h*v+e[12],t[13]=i*m+l*g+f*v+e[13],t[14]=a*m+u*g+d*v+e[14],t[15]=o*m+c*g+p*v+e[15]),t},i.SIMD.translate=function(t,e,r){var n=SIMD.Float32x4.load(e,0),i=SIMD.Float32x4.load(e,4),a=SIMD.Float32x4.load(e,8),o=SIMD.Float32x4.load(e,12),s=SIMD.Float32x4(r[0],r[1],r[2],0);e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11]),n=SIMD.Float32x4.mul(n,SIMD.Float32x4.swizzle(s,0,0,0,0)),i=SIMD.Float32x4.mul(i,SIMD.Float32x4.swizzle(s,1,1,1,1)),a=SIMD.Float32x4.mul(a,SIMD.Float32x4.swizzle(s,2,2,2,2));var l=SIMD.Float32x4.add(n,SIMD.Float32x4.add(i,SIMD.Float32x4.add(a,o)));return SIMD.Float32x4.store(t,12,l),t},i.translate=n.USE_SIMD?i.SIMD.translate:i.scalar.translate,i.scalar.scale=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},i.SIMD.scale=function(t,e,r){var n,i,a,o=SIMD.Float32x4(r[0],r[1],r[2],0);return n=SIMD.Float32x4.load(e,0),SIMD.Float32x4.store(t,0,SIMD.Float32x4.mul(n,SIMD.Float32x4.swizzle(o,0,0,0,0))),i=SIMD.Float32x4.load(e,4),SIMD.Float32x4.store(t,4,SIMD.Float32x4.mul(i,SIMD.Float32x4.swizzle(o,1,1,1,1))),a=SIMD.Float32x4.load(e,8),SIMD.Float32x4.store(t,8,SIMD.Float32x4.mul(a,SIMD.Float32x4.swizzle(o,2,2,2,2))),t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t},i.scale=n.USE_SIMD?i.SIMD.scale:i.scalar.scale,i.rotate=function(t,e,r,i){var a,o,s,l,u,c,h,f,d,p,m,g,v,y,b,x,_,w,M,k,A,T,S,E,L=i[0],C=i[1],I=i[2],z=Math.sqrt(L*L+C*C+I*I);return Math.abs(z)<n.EPSILON?null:(z=1/z,L*=z,C*=z,I*=z,a=Math.sin(r),o=Math.cos(r),s=1-o,l=e[0],u=e[1],c=e[2],h=e[3],f=e[4],d=e[5],p=e[6],m=e[7],g=e[8],v=e[9],y=e[10],b=e[11],x=L*L*s+o,_=C*L*s+I*a,w=I*L*s-C*a,M=L*C*s-I*a,k=C*C*s+o,A=I*C*s+L*a,T=L*I*s+C*a,S=C*I*s-L*a,E=I*I*s+o,t[0]=l*x+f*_+g*w,t[1]=u*x+d*_+v*w,t[2]=c*x+p*_+y*w,t[3]=h*x+m*_+b*w,t[4]=l*M+f*k+g*A,t[5]=u*M+d*k+v*A,t[6]=c*M+p*k+y*A,t[7]=h*M+m*k+b*A,t[8]=l*T+f*S+g*E,t[9]=u*T+d*S+v*E,t[10]=c*T+p*S+y*E,t[11]=h*T+m*S+b*E,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t)},i.scalar.rotateX=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],h=e[10],f=e[11];return e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[4]=a*i+u*n,t[5]=o*i+c*n,t[6]=s*i+h*n,t[7]=l*i+f*n,t[8]=u*i-a*n,t[9]=c*i-o*n,t[10]=h*i-s*n,t[11]=f*i-l*n,t},i.SIMD.rotateX=function(t,e,r){var n=SIMD.Float32x4.splat(Math.sin(r)),i=SIMD.Float32x4.splat(Math.cos(r));e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);var a=SIMD.Float32x4.load(e,4),o=SIMD.Float32x4.load(e,8);return SIMD.Float32x4.store(t,4,SIMD.Float32x4.add(SIMD.Float32x4.mul(a,i),SIMD.Float32x4.mul(o,n))),SIMD.Float32x4.store(t,8,SIMD.Float32x4.sub(SIMD.Float32x4.mul(o,i),SIMD.Float32x4.mul(a,n))),t},i.rotateX=n.USE_SIMD?i.SIMD.rotateX:i.scalar.rotateX,i.scalar.rotateY=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],h=e[10],f=e[11];return e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i-u*n,t[1]=o*i-c*n,t[2]=s*i-h*n,t[3]=l*i-f*n,t[8]=a*n+u*i,t[9]=o*n+c*i,t[10]=s*n+h*i,t[11]=l*n+f*i,t},i.SIMD.rotateY=function(t,e,r){var n=SIMD.Float32x4.splat(Math.sin(r)),i=SIMD.Float32x4.splat(Math.cos(r));e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);var a=SIMD.Float32x4.load(e,0),o=SIMD.Float32x4.load(e,8);return SIMD.Float32x4.store(t,0,SIMD.Float32x4.sub(SIMD.Float32x4.mul(a,i),SIMD.Float32x4.mul(o,n))),SIMD.Float32x4.store(t,8,SIMD.Float32x4.add(SIMD.Float32x4.mul(a,n),SIMD.Float32x4.mul(o,i))),t},i.rotateY=n.USE_SIMD?i.SIMD.rotateY:i.scalar.rotateY,i.scalar.rotateZ=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],h=e[6],f=e[7];return e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]),t[0]=a*i+u*n,t[1]=o*i+c*n,t[2]=s*i+h*n,t[3]=l*i+f*n,t[4]=u*i-a*n,t[5]=c*i-o*n,t[6]=h*i-s*n,t[7]=f*i-l*n,t},i.SIMD.rotateZ=function(t,e,r){var n=SIMD.Float32x4.splat(Math.sin(r)),i=SIMD.Float32x4.splat(Math.cos(r));e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);var a=SIMD.Float32x4.load(e,0),o=SIMD.Float32x4.load(e,4);return SIMD.Float32x4.store(t,0,SIMD.Float32x4.add(SIMD.Float32x4.mul(a,i),SIMD.Float32x4.mul(o,n))),SIMD.Float32x4.store(t,4,SIMD.Float32x4.sub(SIMD.Float32x4.mul(o,i),SIMD.Float32x4.mul(a,n))),t},i.rotateZ=n.USE_SIMD?i.SIMD.rotateZ:i.scalar.rotateZ,i.fromTranslation=function(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=e[0],t[13]=e[1],t[14]=e[2],t[15]=1,t},i.fromScaling=function(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=e[1],t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=e[2],t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.fromRotation=function(t,e,r){var i,a,o,s=r[0],l=r[1],u=r[2],c=Math.sqrt(s*s+l*l+u*u);return Math.abs(c)<n.EPSILON?null:(c=1/c,s*=c,l*=c,u*=c,i=Math.sin(e),a=Math.cos(e),o=1-a,t[0]=s*s*o+a,t[1]=l*s*o+u*i,t[2]=u*s*o-l*i,t[3]=0,t[4]=s*l*o-u*i,t[5]=l*l*o+a,t[6]=u*l*o+s*i,t[7]=0,t[8]=s*u*o+l*i,t[9]=l*u*o-s*i,t[10]=u*u*o+a,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t)},i.fromXRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=n,t[6]=r,t[7]=0,t[8]=0,t[9]=-r,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.fromYRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=0,t[2]=-r,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=r,t[9]=0,t[10]=n,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.fromZRotation=function(t,e){var r=Math.sin(e),n=Math.cos(e);return t[0]=n,t[1]=r,t[2]=0,t[3]=0,t[4]=-r,t[5]=n,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.fromRotationTranslation=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,h=n*l,f=n*u,d=i*l,p=i*u,m=a*u,g=o*s,v=o*l,y=o*u;return t[0]=1-(d+m),t[1]=h+y,t[2]=f-v,t[3]=0,t[4]=h-y,t[5]=1-(c+m),t[6]=p+g,t[7]=0,t[8]=f+v,t[9]=p-g,t[10]=1-(c+d),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t},i.getTranslation=function(t,e){return t[0]=e[12],t[1]=e[13],t[2]=e[14],t},i.getRotation=function(t,e){var r=e[0]+e[5]+e[10],n=0;return r>0?(n=2*Math.sqrt(r+1),t[3]=.25*n,t[0]=(e[6]-e[9])/n,t[1]=(e[8]-e[2])/n,t[2]=(e[1]-e[4])/n):e[0]>e[5]&e[0]>e[10]?(n=2*Math.sqrt(1+e[0]-e[5]-e[10]),t[3]=(e[6]-e[9])/n,t[0]=.25*n,t[1]=(e[1]+e[4])/n,t[2]=(e[8]+e[2])/n):e[5]>e[10]?(n=2*Math.sqrt(1+e[5]-e[0]-e[10]),t[3]=(e[8]-e[2])/n,t[0]=(e[1]+e[4])/n,t[1]=.25*n,t[2]=(e[6]+e[9])/n):(n=2*Math.sqrt(1+e[10]-e[0]-e[5]),t[3]=(e[1]-e[4])/n,t[0]=(e[8]+e[2])/n,t[1]=(e[6]+e[9])/n,t[2]=.25*n),t},i.fromRotationTranslationScale=function(t,e,r,n){var i=e[0],a=e[1],o=e[2],s=e[3],l=i+i,u=a+a,c=o+o,h=i*l,f=i*u,d=i*c,p=a*u,m=a*c,g=o*c,v=s*l,y=s*u,b=s*c,x=n[0],_=n[1],w=n[2];return t[0]=(1-(p+g))*x,t[1]=(f+b)*x,t[2]=(d-y)*x,t[3]=0,t[4]=(f-b)*_,t[5]=(1-(h+g))*_,t[6]=(m+v)*_,t[7]=0,t[8]=(d+y)*w,t[9]=(m-v)*w,t[10]=(1-(h+p))*w,t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t},i.fromRotationTranslationScaleOrigin=function(t,e,r,n,i){var a=e[0],o=e[1],s=e[2],l=e[3],u=a+a,c=o+o,h=s+s,f=a*u,d=a*c,p=a*h,m=o*c,g=o*h,v=s*h,y=l*u,b=l*c,x=l*h,_=n[0],w=n[1],M=n[2],k=i[0],A=i[1],T=i[2];return t[0]=(1-(m+v))*_,t[1]=(d+x)*_,t[2]=(p-b)*_,t[3]=0,t[4]=(d-x)*w,t[5]=(1-(f+v))*w,t[6]=(g+y)*w,t[7]=0,t[8]=(p+b)*M,t[9]=(g-y)*M,t[10]=(1-(f+m))*M,t[11]=0,t[12]=r[0]+k-(t[0]*k+t[4]*A+t[8]*T),t[13]=r[1]+A-(t[1]*k+t[5]*A+t[9]*T),t[14]=r[2]+T-(t[2]*k+t[6]*A+t[10]*T),t[15]=1,t},i.fromQuat=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,h=n*s,f=i*o,d=i*s,p=i*l,m=a*o,g=a*s,v=a*l;return t[0]=1-h-p,t[1]=c+v,t[2]=f-g,t[3]=0,t[4]=c-v,t[5]=1-u-p,t[6]=d+m,t[7]=0,t[8]=f+g,t[9]=d-m,t[10]=1-u-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t},i.frustum=function(t,e,r,n,i,a,o){var s=1/(r-e),l=1/(i-n),u=1/(a-o);return t[0]=2*a*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*a*l,t[6]=0,t[7]=0,t[8]=(r+e)*s,t[9]=(i+n)*l,t[10]=(o+a)*u,t[11]=-1,t[12]=0,t[13]=0,t[14]=o*a*2*u,t[15]=0,t},i.perspective=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},i.perspectiveFromFieldOfView=function(t,e,r,n){var i=Math.tan(e.upDegrees*Math.PI/180),a=Math.tan(e.downDegrees*Math.PI/180),o=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),l=2/(o+s),u=2/(i+a);return t[0]=l,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=u,t[6]=0,t[7]=0,t[8]=-(o-s)*l*.5,t[9]=(i-a)*u*.5,t[10]=n/(r-n),t[11]=-1,t[12]=0,t[13]=0,t[14]=n*r/(r-n),t[15]=0,t},i.ortho=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},i.lookAt=function(t,e,r,a){var o,s,l,u,c,h,f,d,p,m,g=e[0],v=e[1],y=e[2],b=a[0],x=a[1],_=a[2],w=r[0],M=r[1],k=r[2];return Math.abs(g-w)<n.EPSILON&&Math.abs(v-M)<n.EPSILON&&Math.abs(y-k)<n.EPSILON?i.identity(t):(f=g-w,d=v-M,p=y-k,m=1/Math.sqrt(f*f+d*d+p*p),f*=m,d*=m,p*=m,o=x*p-_*d,s=_*f-b*p,l=b*d-x*f,m=Math.sqrt(o*o+s*s+l*l),m?(m=1/m,o*=m,s*=m,l*=m):(o=0,s=0,l=0),u=d*l-p*s,c=p*o-f*l,h=f*s-d*o,m=Math.sqrt(u*u+c*c+h*h),m?(m=1/m,u*=m,c*=m,h*=m):(u=0,c=0,h=0),t[0]=o,t[1]=u,t[2]=f,t[3]=0,t[4]=s,t[5]=c,t[6]=d,t[7]=0,t[8]=l,t[9]=h,t[10]=p,t[11]=0,t[12]=-(o*g+s*v+l*y),t[13]=-(u*g+c*v+h*y),t[14]=-(f*g+d*v+p*y),t[15]=1,t)},i.str=function(t){return\"mat4(\"+t[0]+\", \"+t[1]+\", \"+t[2]+\", \"+t[3]+\", \"+t[4]+\", \"+t[5]+\", \"+t[6]+\", \"+t[7]+\", \"+t[8]+\", \"+t[9]+\", \"+t[10]+\", \"+t[11]+\", \"+t[12]+\", \"+t[13]+\", \"+t[14]+\", \"+t[15]+\")\"},i.frob=function(t){return Math.sqrt(Math.pow(t[0],2)+Math.pow(t[1],2)+Math.pow(t[2],2)+Math.pow(t[3],2)+Math.pow(t[4],2)+Math.pow(t[5],2)+Math.pow(t[6],2)+Math.pow(t[7],2)+Math.pow(t[8],2)+Math.pow(t[9],2)+Math.pow(t[10],2)+Math.pow(t[11],2)+Math.pow(t[12],2)+Math.pow(t[13],2)+Math.pow(t[14],2)+Math.pow(t[15],2))},i.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t[3]=e[3]+r[3],t[4]=e[4]+r[4],t[5]=e[5]+r[5],t[6]=e[6]+r[6],t[7]=e[7]+r[7],t[8]=e[8]+r[8],t[9]=e[9]+r[9],t[10]=e[10]+r[10],t[11]=e[11]+r[11],t[12]=e[12]+r[12],t[13]=e[13]+r[13],t[14]=e[14]+r[14],t[15]=e[15]+r[15],t},i.subtract=function(t,e,r){return t[0]=e[0]-r[0],t[1]=e[1]-r[1],t[2]=e[2]-r[2],t[3]=e[3]-r[3],t[4]=e[4]-r[4],t[5]=e[5]-r[5],t[6]=e[6]-r[6],t[7]=e[7]-r[7],t[8]=e[8]-r[8],t[9]=e[9]-r[9],t[10]=e[10]-r[10],t[11]=e[11]-r[11],t[12]=e[12]-r[12],t[13]=e[13]-r[13],t[14]=e[14]-r[14],t[15]=e[15]-r[15],t},i.sub=i.subtract,i.multiplyScalar=function(t,e,r){return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t[4]=e[4]*r,t[5]=e[5]*r,t[6]=e[6]*r,t[7]=e[7]*r,t[8]=e[8]*r,t[9]=e[9]*r,t[10]=e[10]*r,t[11]=e[11]*r,t[12]=e[12]*r,t[13]=e[13]*r,t[14]=e[14]*r,t[15]=e[15]*r,t},i.multiplyScalarAndAdd=function(t,e,r,n){return t[0]=e[0]+r[0]*n,t[1]=e[1]+r[1]*n,t[2]=e[2]+r[2]*n,t[3]=e[3]+r[3]*n,t[4]=e[4]+r[4]*n,t[5]=e[5]+r[5]*n,t[6]=e[6]+r[6]*n,t[7]=e[7]+r[7]*n,t[8]=e[8]+r[8]*n,t[9]=e[9]+r[9]*n,t[10]=e[10]+r[10]*n,t[11]=e[11]+r[11]*n,t[12]=e[12]+r[12]*n,t[13]=e[13]+r[13]*n,t[14]=e[14]+r[14]*n,t[15]=e[15]+r[15]*n,t},i.exactEquals=function(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]&&t[4]===e[4]&&t[5]===e[5]&&t[6]===e[6]&&t[7]===e[7]&&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]},i.equals=function(t,e){var r=t[0],i=t[1],a=t[2],o=t[3],s=t[4],l=t[5],u=t[6],c=t[7],h=t[8],f=t[9],d=t[10],p=t[11],m=t[12],g=t[13],v=t[14],y=t[15],b=e[0],x=e[1],_=e[2],w=e[3],M=e[4],k=e[5],A=e[6],T=e[7],S=e[8],E=e[9],L=e[10],C=e[11],I=e[12],z=e[13],D=e[14],P=e[15];return 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p=t(\"gl-shader\"),m=t(\"gl-buffer\"),g=t(\"gl-vao\"),v=t(\"gl-texture2d\"),y=t(\"normals\"),b=t(\"gl-mat4/multiply\"),x=t(\"gl-mat4/invert\"),_=t(\"ndarray\"),w=t(\"colormap\"),M=t(\"simplicial-complex-contour\"),k=t(\"typedarray-pool\"),A=t(\"./lib/shaders\"),T=t(\"./lib/closest-point\"),S=A.meshShader,E=A.wireShader,L=A.pointShader,C=A.pickShader,I=A.pointPickShader,z=A.contourShader,D=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],P=n.prototype;P.isOpaque=function(){return this.opacity>=1},P.isTransparent=function(){return this.opacity<1},P.pickSlots=1,P.setPickBase=function(t){this.pickId=t},P.highlight=function(t){if(!t||!this.contourEnable)return void(this.contourCount=0);for(var e=M(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=k.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var u=r[l],c=0;c<2;++c){var h=u[0];2===u.length&&(h=u[c]);for(var f=n[h][0],d=n[h][1],p=i[h],m=1-p,g=this.positions[f],v=this.positions[d],y=0;y<3;++y)o[s++]=p*g[y]+m*v[y]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),k.free(o)},P.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=v(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(i(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var s=[],l=[],u=[],c=[],h=[],f=[],d=[],p=[],m=[],g=[],b=[],x=[],_=[],w=[];this.cells=r,this.positions=n;var M=t.vertexNormals,k=t.cellNormals,A=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,T=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!k&&(k=y.faceNormals(r,n,T)),k||M||(M=y.vertexNormals(r,n,A));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,I=t.vertexIntensity,z=t.cellUVs,D=t.cellIntensity,P=1/0,O=-1/0;if(!C&&!z)if(I)if(t.vertexIntensityBounds)P=+t.vertexIntensityBounds[0],O=+t.vertexIntensityBounds[1];else for(var R=0;R<I.length;++R){var F=I[R];P=Math.min(P,F),O=Math.max(O,F)}else if(D)for(var R=0;R<D.length;++R){var F=D[R];P=Math.min(P,F),O=Math.max(O,F)}else for(var R=0;R<n.length;++R){var F=n[R][2];P=Math.min(P,F),O=Math.max(O,F)}this.intensity=I||(D?a(r,n.length,D):o(n));var j=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(var R=0;R<n.length;++R)for(var B=n[R],U=0;U<3;++U)!isNaN(B[U])&&isFinite(B[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],B[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],B[U]));var V=0,H=0,q=0;t:for(var R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(var Y=G[0],B=n[Y],U=0;U<3;++U)if(isNaN(B[U])||!isFinite(B[U]))continue t;g.push(B[0],B[1],B[2]);var W;W=S?S[Y]:E?E[R]:L,3===W.length?b.push(W[0],W[1],W[2],1):b.push(W[0],W[1],W[2],W[3]);var X;X=C?C[Y]:I?[(I[Y]-P)/(O-P),0]:z?z[R]:D?[(D[R]-P)/(O-P),0]:[(B[2]-P)/(O-P),0],x.push(X[0],X[1]),j?_.push(j[Y]):_.push(N),w.push(R),q+=1;break;case 2:for(var U=0;U<2;++U)for(var Y=G[U],B=n[Y],Z=0;Z<3;++Z)if(isNaN(B[Z])||!isFinite(B[Z]))continue t;for(var U=0;U<2;++U){var Y=G[U],B=n[Y];f.push(B[0],B[1],B[2]);var W;W=S?S[Y]:E?E[R]:L,3===W.length?d.push(W[0],W[1],W[2],1):d.push(W[0],W[1],W[2],W[3]);var X;X=C?C[Y]:I?[(I[Y]-P)/(O-P),0]:z?z[R]:D?[(D[R]-P)/(O-P),0]:[(B[2]-P)/(O-P),0],p.push(X[0],X[1]),m.push(R)}H+=1;break;case 3:for(var U=0;U<3;++U)for(var Y=G[U],B=n[Y],Z=0;Z<3;++Z)if(isNaN(B[Z])||!isFinite(B[Z]))continue t;for(var U=0;U<3;++U){var Y=G[U],B=n[Y];s.push(B[0],B[1],B[2]);var W;W=S?S[Y]:E?E[R]:L,3===W.length?l.push(W[0],W[1],W[2],1):l.push(W[0],W[1],W[2],W[3]);var X;X=C?C[Y]:I?[(I[Y]-P)/(O-P),0]:z?z[R]:D?[(D[R]-P)/(O-P),0]:[(B[2]-P)/(O-P),0],c.push(X[0],X[1]);var J;J=M?M[Y]:k[R],u.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(g),this.pointColors.update(b),this.pointUVs.update(x),this.pointSizes.update(_),this.pointIds.update(new Uint32Array(w)),this.edgePositions.update(f),this.edgeColors.update(d),this.edgeUVs.update(p),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(s),this.triangleColors.update(l),this.triangleUVs.update(c),this.triangleNormals.update(u),this.triangleIds.update(new Uint32Array(h))}},P.drawTransparent=P.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||D,n=t.view||D,i=t.projection||D,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,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};this.texture.bind(0);var l=new Array(16);b(l,s.view,s.model),b(l,s.projection,l),x(l,l);for(var o=0;o<3;++o)s.eyePosition[o]=l[12+o]/l[15];for(var u=l[15],o=0;o<3;++o)u+=this.lightPosition[o]*l[4*o+3];for(var o=0;o<3;++o){for(var c=l[12+o],h=0;h<3;++h)c+=l[4*h+o]*this.lightPosition[h];s.lightPosition[o]=c/u}if(this.triangleCount>0){var f=this.triShader;f.bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}if(this.edgeCount>0&&this.lineWidth>0){var f=this.lineShader;f.bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()}if(this.pointCount>0){var f=this.pointShader;f.bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()}if(this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0){var f=this.contourShader;f.bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind()}},P.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||D,n=t.view||D,i=t.projection||D,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255},l=this.pickShader;if(l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0){var l=this.pointPickShader;l.bind(),l.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind()}},P.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=T(i,[t.coord[0],this._resolution[1]-t.coord[1]],this._model,this._view,this._projection,this._resolution);if(!o)return null;for(var s=o[2],l=0,a=0;a<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]]]}},P.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=d},{\"./lib/closest-point\":203,\"./lib/shaders\":204,colormap:99,\"gl-buffer\":156,\"gl-mat4/invert\":181,\"gl-mat4/multiply\":183,\"gl-shader\":255,\"gl-texture2d\":267,\"gl-vao\":271,ndarray:467,normals:469,\"simplicial-complex-contour\":517,\"typedarray-pool\":541}],206:[function(t,e,r){\"use strict\";function n(t,e,r){this.plot=t,this.vbo=e,this.shader=r}function i(t){var e=t.gl;return new n(t,a(e,[0,0,0,1,1,0,1,1]),o(e,s.boxVert,s.lineFrag))}e.exports=i;var a=t(\"gl-buffer\"),o=t(\"gl-shader\"),s=t(\"./shaders\"),l=n.prototype;l.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},l.drawBox=function(){var t=[0,0],e=[0,0];return function(r,n,i,a,o){var s=this.plot,l=this.shader,u=s.gl;t[0]=r,t[1]=n,e[0]=i,e[1]=a,l.uniforms.lo=t,l.uniforms.hi=e,l.uniforms.color=o,u.drawArrays(u.TRIANGLE_STRIP,0,4)}}(),l.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":209,\"gl-buffer\":156,\"gl-shader\":212}],207:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function i(t,e){return t-e}function a(t){var e=t.gl;return new n(t,o(e),s(e,u.gridVert,u.gridFrag),s(e,u.tickVert,u.gridFrag))}e.exports=a;var o=t(\"gl-buffer\"),s=t(\"gl-shader\"),l=t(\"binary-search-bounds\"),u=t(\"./shaders\"),c=n.prototype;c.draw=function(){var t=[0,0],e=[0,0],r=[0,0];return function(){for(var n=this.plot,i=this.vbo,a=this.shader,o=this.ticks,s=n.gl,l=n._tickBounds,u=n.dataBox,c=n.viewBox,h=n.gridLineWidth,f=n.gridLineColor,d=n.gridLineEnable,p=n.pixelRatio,m=0;m<2;++m){var g=l[m],v=l[m+2],y=v-g,b=.5*(u[m+2]+u[m]),x=u[m+2]-u[m];e[m]=2*y/x,t[m]=2*(g-b)/x}a.bind(),i.bind(),a.attributes.dataCoord.pointer(),a.uniforms.dataShift=t,a.uniforms.dataScale=e;for(var _=0,m=0;m<2;++m){r[0]=r[1]=0,r[m]=1,a.uniforms.dataAxis=r,a.uniforms.lineWidth=h[m]/(c[m+2]-c[m])*p,a.uniforms.color=f[m];var w=6*o[m].length;d[m]&&w&&s.drawArrays(s.TRIANGLES,_,w),_+=w}}}(),c.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],a=[0,0],o=[0,0];return function(){for(var s=this.plot,u=this.vbo,c=this.tickShader,h=this.ticks,f=s.gl,d=s._tickBounds,p=s.dataBox,m=s.viewBox,g=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],b=v[3]-v[1],x=m[2]-m[0],_=m[3]-m[1],w=0;w<2;++w){var M=d[w],k=d[w+2],A=k-M,T=.5*(p[w+2]+p[w]),S=p[w+2]-p[w];e[w]=2*A/S,t[w]=2*(M-T)/S}e[0]*=x/y,t[0]*=x/y,e[1]*=_/b,t[1]*=_/b,c.bind(),u.bind(),c.attributes.dataCoord.pointer();var E=c.uniforms;E.dataShift=t,E.dataScale=e;var L=s.tickMarkLength,C=s.tickMarkWidth,I=s.tickMarkColor,z=6*h[0].length,D=Math.min(l.ge(h[0],(p[0]-d[0])/(d[2]-d[0]),i),h[0].length),P=Math.min(l.gt(h[0],(p[2]-d[0])/(d[2]-d[0]),i),h[0].length),O=0+6*D,R=6*Math.max(0,P-D),F=Math.min(l.ge(h[1],(p[1]-d[1])/(d[3]-d[1]),i),h[1].length),j=Math.min(l.gt(h[1],(p[3]-d[1])/(d[3]-d[1]),i),h[1].length),N=z+6*F,B=6*Math.max(0,j-F);a[0]=2*(m[0]-L[1])/y-1,a[1]=(m[3]+m[1])/b-1,o[0]=L[1]*g/y,o[1]=C[1]*g/b,B&&(E.color=I[1],E.tickScale=o,E.dataAxis=n,E.screenOffset=a,f.drawArrays(f.TRIANGLES,N,B)),a[0]=(m[2]+m[0])/y-1,a[1]=2*(m[1]-L[0])/b-1,o[0]=C[0]*g/y,o[1]=L[0]*g/b,R&&(E.color=I[0],E.tickScale=o,E.dataAxis=r,E.screenOffset=a,f.drawArrays(f.TRIANGLES,O,R)),a[0]=2*(m[2]+L[3])/y-1,a[1]=(m[3]+m[1])/b-1,o[0]=L[3]*g/y,o[1]=C[3]*g/b,B&&(E.color=I[3],E.tickScale=o,E.dataAxis=n,E.screenOffset=a,f.drawArrays(f.TRIANGLES,N,B)),a[0]=(m[2]+m[0])/y-1,a[1]=2*(m[3]+L[2])/b-1,o[0]=C[2]*g/y,o[1]=L[2]*g/b,R&&(E.color=I[2],E.tickScale=o,E.dataAxis=r,E.screenOffset=a,f.drawArrays(f.TRIANGLES,O,R))}}(),c.update=function(){var t=[1,1,-1,-1,1,-1],e=[1,-1,1,1,-1,-1];return function(r){for(var n=r.ticks,i=r.bounds,a=new Float32Array(18*(n[0].length+n[1].length)),o=(this.plot.zeroLineEnable,0),s=[[],[]],l=0;l<2;++l)for(var u=s[l],c=n[l],h=i[l],f=i[l+2],d=0;d<c.length;++d){var p=(c[d].x-h)/(f-h);u.push(p);for(var m=0;m<6;++m)a[o++]=p,a[o++]=t[m],a[o++]=e[m]}this.ticks=s,this.vbo.update(a)}}(),c.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":209,\"binary-search-bounds\":211,\"gl-buffer\":156,\"gl-shader\":212}],208:[function(t,e,r){\"use strict\";function n(t,e,r){this.plot=t,this.vbo=e,this.shader=r}function i(t){var e=t.gl;return new n(t,a(e,[-1,-1,-1,1,1,-1,1,1]),o(e,s.lineVert,s.lineFrag))}e.exports=i;var a=t(\"gl-buffer\"),o=t(\"gl-shader\"),s=t(\"./shaders\"),l=n.prototype;l.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},l.drawLine=function(){var t=[0,0],e=[0,0];return function(r,n,i,a,o,s){var l=this.plot,u=this.shader,c=l.gl;t[0]=r,t[1]=n,e[0]=i,e[1]=a,u.uniforms.start=t,u.uniforms.end=e,u.uniforms.width=o*l.pixelRatio,u.uniforms.color=s,c.drawArrays(c.TRIANGLE_STRIP,0,4)}}(),l.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":209,\"gl-buffer\":156,\"gl-shader\":212}],209:[function(t,e,r){\"use strict\";var n=\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\";e.exports={lineVert:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\",lineFrag:n,textVert:\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\",textFrag:n,gridVert:\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * 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strict\";function n(t,e){if(!s){var r=Object.keys(o);s={};for(var n=0;n<r.length;++n){var i=r[n];s[t[i]]=o[i]}}return s[e]}function i(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_UNIFORMS),i=[],a=0;a<r;++a){var o=t.getActiveUniform(e,a);if(o){var s=n(t,o.type);if(o.size>1)for(var l=0;l<o.size;++l)i.push({name:o.name.replace(\"[0]\",\"[\"+l+\"]\"),type:s});else i.push({name:o.name,type:s})}}return i}function a(t,e){for(var r=t.getProgramParameter(e,t.ACTIVE_ATTRIBUTES),i=[],a=0;a<r;++a){var o=t.getActiveAttrib(e,a);o&&i.push({name:o.name,type:n(t,o.type)})}return i}r.uniforms=i,r.attributes=a;var o={FLOAT:\"float\",FLOAT_VEC2:\"vec2\",FLOAT_VEC3:\"vec3\",FLOAT_VEC4:\"vec4\",INT:\"int\",INT_VEC2:\"ivec2\",INT_VEC3:\"ivec3\",INT_VEC4:\"ivec4\",BOOL:\"bool\",BOOL_VEC2:\"bvec2\",BOOL_VEC3:\"bvec3\",BOOL_VEC4:\"bvec4\",FLOAT_MAT2:\"mat2\",FLOAT_MAT3:\"mat3\",FLOAT_MAT4:\"mat4\",SAMPLER_2D:\"sampler2D\",SAMPLER_CUBE:\"samplerCube\"},s=null},{}],218:[function(t,e,r){\"use strict\";function 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c=t(\"./GLError\"),h=t(\"gl-format-compiler-error\"),f=\"undefined\"==typeof WeakMap?t(\"weakmap-shim\"):WeakMap,d=new f,p=0;n.prototype.dispose=function(){if(0==--this.count){for(var t=this.cache,e=t.gl,r=this.programs,n=0,i=r.length;n<i;++n){var a=t.programs[r[n]];a&&(delete t.programs[n],e.deleteProgram(a))}e.deleteShader(this.shader),delete t.shaders[this.type===e.FRAGMENT_SHADER|0][this.src]}};var m=i.prototype;m.getShaderReference=function(t,e){var r=this.gl,i=this.shaders[t===r.FRAGMENT_SHADER|0],o=i[e];if(o&&r.isShader(o.shader))o.count+=1;else{var s=a(r,t,e);o=i[e]=new n(p++,e,t,s,[],1,this)}return o},m.getProgram=function(t,e,r,n){var i=[t.id,e.id,r.join(\":\"),n.join(\":\")].join(\"@\"),a=this.programs[i];return a&&this.gl.isProgram(a)||(this.programs[i]=a=o(this.gl,t.shader,e.shader,r,n),t.programs.push(i),e.programs.push(i)),a}},{\"./GLError\":213,\"gl-format-compiler-error\":165,\"weakmap-shim\":562}],219:[function(t,e,r){\"use strict\";function n(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}function i(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function a(t,e){return t.x-e.x}function o(t){var e=t.gl,r=s(e,[e.drawingBufferWidth,e.drawingBufferHeight]),i=new n(e,r);return i.grid=l(i),i.text=u(i),i.line=c(i),i.box=h(i),i.update(t),i}e.exports=o;var s=t(\"gl-select-static\"),l=t(\"./lib/grid\"),u=t(\"./lib/text\"),c=t(\"./lib/line\"),h=t(\"./lib/box\"),f=n.prototype;f.setDirty=function(){this.dirty=this.pickDirty=!0},f.setOverlayDirty=function(){this.dirty=!0},f.nextDepthValue=function(){return this._depthCounter++/65536},f.draw=function(){return function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var u=this.borderColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT),t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var c=this.backgroundColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,d=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var p=0;p<2;++p)if(h[p]&&n[p]<=0&&n[p+2]>=0){var m=e[p]-n[p]*(e[p+2]-e[p])/(n[p+2]-n[p]);0===p?o.drawLine(m,e[1],m,e[3],d[p],f[p]):o.drawLine(e[0],m,e[2],m,d[p],f[p])}}for(var p=0;p<l.length;++p)l[p].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;g[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),g[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),g[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),g[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind();for(var p=0;p<2;++p)s.drawTicks(p);this.titleEnable&&s.drawTitle();for(var b=this.overlays,p=0;p<b.length;++p)b[p].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}}}(),f.drawPick=function(){return function(){if(!this.static){var t=this.pickBuffer;this.gl;this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}}}(),f.pick=function(){return function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),u=this.objects,c=0;c<u.length;++c){var h=u[c].pick(a,o,l);if(h)return h}return null}}}(),f.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},f.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},f.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},f.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,o=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/o,10,10/o]),this.borderColor=(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=i(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=i(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=i(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t&&!t.titleEnable),this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=i(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=i(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=i(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var s=t.ticks||[[],[]],l=this._tickBounds;l[0]=l[1]=1/0,l[2]=l[3]=-1/0;for(var u=0;u<2;++u){var c=s[u].slice(0);0!==c.length&&(c.sort(a),l[u]=Math.min(l[u],c[0].x),l[u+2]=Math.max(l[u+2],c[c.length-1].x))}this.grid.update({bounds:l,ticks:s}),this.text.update({bounds:l,ticks:s,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},f.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(var t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},f.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},f.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},f.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},f.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":206,\"./lib/grid\":207,\"./lib/line\":208,\"./lib/text\":210,\"gl-select-static\":254}],220:[function(t,e,r){var n=t(\"gl-shader\");e.exports=function(t){return n(t,\"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}\",\"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}\",null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":255}],221:[function(t,e,r){\"use strict\";function n(){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 i(t,e){var r=null;try{r=t.getContext(\"webgl\",e),r||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}function a(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){var r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function o(t){return\"boolean\"!=typeof t||t}function s(t){function e(){if(!w&&G.autoResize){var t=M.parentNode,e=1,r=1;t&&t!==document.body?(e=t.clientWidth,r=t.clientHeight):(e=window.innerWidth,r=window.innerHeight);var n=0|Math.ceil(e*G.pixelRatio),i=0|Math.ceil(r*G.pixelRatio);if(n!==M.width||i!==M.height){M.width=n,M.height=i;var a=M.style;a.position=a.position||\"absolute\",a.left=\"0px\",a.top=\"0px\",a.width=e+\"px\",a.height=r+\"px\",N=!0}}}function r(){for(var t=O.length,e=j.length,r=0;r<e;++r)F[r]=0;t:for(var r=0;r<t;++r){var n=O[r],i=n.pickSlots;if(i){for(var a=0;a<e;++a)if(F[a]+i<255){R[r]=a,n.setPickBase(F[a]+1),F[a]+=i;continue t}var o=f(A,q);R[r]=e,j.push(o),F.push(i),n.setPickBase(1),e+=1}else R[r]=-1}for(;e>0&&0===F[e-1];)F.pop(),j.pop().dispose()}function s(){if(G.contextLost)return!0;A.isContextLost()&&(G.contextLost=!0,G.mouseListener.enabled=!1,G.selection.object=null,G.oncontextloss&&G.oncontextloss())}function b(){if(!s()){A.colorMask(!0,!0,!0,!0),A.depthMask(!0),A.disable(A.BLEND),A.enable(A.DEPTH_TEST);for(var t=O.length,e=j.length,r=0;r<e;++r){var n=j[r];n.shape=Y,n.begin();for(var i=0;i<t;++i)if(R[i]===r){var a=O[i];a.drawPick&&(a.pixelRatio=1,a.drawPick(H))}n.end()}}}function x(){if(!s()){e();var t=G.camera.tick();H.view=G.camera.matrix,N=N||t,B=B||t,z.pixelRatio=G.pixelRatio,P.pixelRatio=G.pixelRatio;var r=O.length,n=Z[0],i=Z[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<r;++o){var l=O[o];l.pixelRatio=G.pixelRatio,l.axes=G.axes,N=N||!!l.dirty,B=B||!!l.dirty;var u=l.bounds;if(u)for(var h=u[0],f=u[1],d=0;d<3;++d)n[d]=Math.min(n[d],h[d]),i[d]=Math.max(i[d],f[d])}var m=G.bounds;if(G.autoBounds)for(var d=0;d<3;++d){if(i[d]<n[d])n[d]=-1,i[d]=1;else{n[d]===i[d]&&(n[d]-=1,i[d]+=1);var v=.05*(i[d]-n[d]);n[d]=n[d]-v,i[d]=i[d]+v}m[0][d]=n[d],m[1][d]=i[d]}for(var y=!1,d=0;d<3;++d)y=y||J[0][d]!==m[0][d]||J[1][d]!==m[1][d],J[0][d]=m[0][d],J[1][d]=m[1][d];if(B=B||y,N=N||y){if(y){for(var x=[0,0,0],o=0;o<3;++o)x[o]=a((m[1][o]-m[0][o])/10);z.autoTicks?z.update({bounds:m,tickSpacing:x}):z.update({bounds:m})}var _=A.drawingBufferWidth,w=A.drawingBufferHeight;q[0]=_,q[1]=w,Y[0]=0|Math.max(_/G.pixelRatio,1),Y[1]=0|Math.max(w/G.pixelRatio,1),g(U,G.fovy,_/w,G.zNear,G.zFar);for(var o=0;o<16;++o)V[o]=0;V[15]=1;for(var M=0,o=0;o<3;++o)M=Math.max(M,m[1][o]-m[0][o]);for(var o=0;o<3;++o)G.autoScale?V[5*o]=G.aspect[o]/(m[1][o]-m[0][o]):V[5*o]=1/M,G.autoCenter&&(V[12+o]=.5*-V[5*o]*(m[0][o]+m[1][o]));for(var o=0;o<r;++o){var l=O[o];l.axesBounds=m,G.clipToBounds&&(l.clipBounds=m)}S.object&&(G.snapToData?P.position=S.dataCoordinate:P.position=S.dataPosition,P.bounds=m),B&&(B=!1,b()),G.axesPixels=c(G.axes,H,_,w),G.onrender&&G.onrender(),A.bindFramebuffer(A.FRAMEBUFFER,null),A.viewport(0,0,_,w);var k=G.clearColor;A.clearColor(k[0],k[1],k[2],k[3]),A.clear(A.COLOR_BUFFER_BIT|A.DEPTH_BUFFER_BIT),A.depthMask(!0),A.colorMask(!0,!0,!0,!0),A.enable(A.DEPTH_TEST),A.depthFunc(A.LEQUAL),A.disable(A.BLEND),A.disable(A.CULL_FACE);var T=!1;z.enable&&(T=T||z.isTransparent(),z.draw(H)),P.axes=z,S.object&&P.draw(H),A.disable(A.CULL_FACE);for(var o=0;o<r;++o){var l=O[o];l.axes=z,l.pixelRatio=G.pixelRatio,l.isOpaque&&l.isOpaque()&&l.draw(H),l.isTransparent&&l.isTransparent()&&(T=!0)}if(T){E.shape=q,E.bind(),A.clear(A.DEPTH_BUFFER_BIT),A.colorMask(!1,!1,!1,!1),A.depthMask(!0),A.depthFunc(A.LESS),z.enable&&z.isTransparent()&&z.drawTransparent(H);for(var o=0;o<r;++o){var l=O[o];l.isOpaque&&l.isOpaque()&&l.draw(H)}A.enable(A.BLEND),A.blendEquation(A.FUNC_ADD),A.blendFunc(A.ONE,A.ONE_MINUS_SRC_ALPHA),A.colorMask(!0,!0,!0,!0),A.depthMask(!1),A.clearColor(0,0,0,0),A.clear(A.COLOR_BUFFER_BIT),z.isTransparent()&&z.drawTransparent(H);for(var o=0;o<r;++o){var l=O[o];l.isTransparent&&l.isTransparent()&&l.drawTransparent(H)}A.bindFramebuffer(A.FRAMEBUFFER,null),A.blendFunc(A.ONE,A.ONE_MINUS_SRC_ALPHA),A.disable(A.DEPTH_TEST),L.bind(),E.color[0].bind(0),L.uniforms.accumBuffer=0,p(A),A.disable(A.BLEND)}N=!1;for(var o=0;o<r;++o)O[o].dirty=!1}}}function _(){w||G.contextLost||(requestAnimationFrame(_),x())}t=t||{};var w=!1,M=(t.pixelRatio||parseFloat(window.devicePixelRatio),t.canvas);if(!M)if(M=document.createElement(\"canvas\"),t.container){var k=t.container;k.appendChild(M)}else document.body.appendChild(M);var A=t.gl;if(A||(A=i(M,t.glOptions||{premultipliedAlpha:!0,antialias:!0})),!A)throw new Error(\"webgl not supported\");var T=t.bounds||[[-10,-10,-10],[10,10,10]],S=new n,E=d(A,[A.drawingBufferWidth,A.drawingBufferHeight],{preferFloat:!y}),L=v(A),C=t.camera||{eye:[2,0,0],center:[0,0,0],up:[0,1,0],zoomMin:.1,zoomMax:100,mode:\"turntable\"},I=t.axes||{},z=u(A,I);z.enable=!I.disable;var D=t.spikes||{},P=h(A,D),O=[],R=[],F=[],j=[],N=!0,B=!0,U=new Array(16),V=new Array(16),H={view:null,projection:U,model:V},B=!0,q=[A.drawingBufferWidth,A.drawingBufferHeight],G={gl:A,contextLost:!1,pixelRatio:t.pixelRatio||parseFloat(window.devicePixelRatio),canvas:M,selection:S,camera:l(M,C),axes:z,axesPixels:null,spikes:P,bounds:T,objects:O,shape:q,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:o(t.autoResize),autoBounds:o(t.autoBounds),autoScale:!!t.autoScale,autoCenter:o(t.autoCenter),clipToBounds:o(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:H,oncontextloss:null,mouseListener:null},Y=[A.drawingBufferWidth/G.pixelRatio|0,A.drawingBufferHeight/G.pixelRatio|0];G.autoResize&&e(),window.addEventListener(\"resize\",e),G.update=function(t){w||(t=t||{},N=!0,B=!0)},G.add=function(t){w||(t.axes=z,O.push(t),R.push(-1),N=!0,B=!0,r())},G.remove=function(t){if(!w){var e=O.indexOf(t);e<0||(O.splice(e,1),R.pop(),N=!0,B=!0,r())}},G.dispose=function(){if(!w&&(w=!0,window.removeEventListener(\"resize\",e),M.removeEventListener(\"webglcontextlost\",s),G.mouseListener.enabled=!1,!G.contextLost)){z.dispose(),P.dispose();for(var t=0;t<O.length;++t)O[t].dispose();E.dispose();for(var t=0;t<j.length;++t)j[t].dispose();L.dispose(),A=null,z=null,P=null,O=[]}};var W=!1,X=0;G.mouseListener=m(M,function(t,e,r){if(!w){var n=j.length,i=O.length,a=S.object;S.distance=1/0,S.mouse[0]=e,S.mouse[1]=r,S.object=null,S.screen=null,S.dataCoordinate=S.dataPosition=null;var o=!1;if(t&&X)W=!0;else{W&&(B=!0),W=!1;for(var s=0;s<n;++s){var l=j[s].query(e,Y[1]-r-1,G.pickRadius);if(l){if(l.distance>S.distance)continue;for(var u=0;u<i;++u){var c=O[u];if(R[u]===s){var h=c.pick(l);h&&(S.buttons=t,S.screen=l.coord,S.distance=l.distance,S.object=c,S.index=h.distance,S.dataPosition=h.position,S.dataCoordinate=h.dataCoordinate,S.data=h,o=!0)}}}}}a&&a!==S.object&&(a.highlight&&a.highlight(null),N=!0),S.object&&(S.object.highlight&&S.object.highlight(S.data),N=!0),o=o||S.object!==a,o&&G.onselect&&G.onselect(S),1&t&&!(1&X)&&G.onclick&&G.onclick(S),X=t}}),M.addEventListener(\"webglcontextlost\",s);var Z=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],J=[Z[0].slice(),Z[1].slice()];return _(),G.redraw=function(){w||(N=!0,x())},G}e.exports=s;var l=t(\"3d-view-controls\"),u=t(\"gl-axes3d\"),c=t(\"gl-axes3d/properties\"),h=t(\"gl-spikes3d\"),f=t(\"gl-select-static\"),d=t(\"gl-fbo\"),p=t(\"a-big-triangle\"),m=t(\"mouse-change\"),g=t(\"gl-mat4/perspective\"),v=t(\"./lib/shader\"),y=t(\"is-mobile\")()},{\"./lib/shader\":220,\"3d-view-controls\":36,\"a-big-triangle\":39,\"gl-axes3d\":148,\"gl-axes3d/properties\":155,\"gl-fbo\":164,\"gl-mat4/perspective\":184,\"gl-select-static\":254,\"gl-spikes3d\":264,\"is-mobile\":296,\"mouse-change\":452}],222:[function(t,e,r){r.pointVertex=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\",r.pointFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\",r.pickVertex=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\",r.pickFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"},{}],223:[function(t,e,r){arguments[4][212][0].apply(r,arguments)},{\"./lib/GLError\":224,\"./lib/create-attributes\":225,\"./lib/create-uniforms\":226,\"./lib/reflect\":227,\"./lib/runtime-reflect\":228,\"./lib/shader-cache\":229,dup:212}],224:[function(t,e,r){arguments[4][213][0].apply(r,arguments)},{dup:213}],225:[function(t,e,r){arguments[4][214][0].apply(r,arguments)},{\n",
       "\"./GLError\":224,dup:214}],226:[function(t,e,r){arguments[4][215][0].apply(r,arguments)},{\"./GLError\":224,\"./reflect\":227,dup:215}],227:[function(t,e,r){arguments[4][216][0].apply(r,arguments)},{dup:216}],228:[function(t,e,r){arguments[4][217][0].apply(r,arguments)},{dup:217}],229:[function(t,e,r){arguments[4][218][0].apply(r,arguments)},{\"./GLError\":224,dup:218,\"gl-format-compiler-error\":165,\"weakmap-shim\":562}],230:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}function i(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}function a(t,e){var r=t.gl,i=s(r),a=s(r),l=o(r,u.pointVertex,u.pointFragment),c=o(r,u.pickVertex,u.pickFragment),h=new n(t,i,a,l,c);return h.update(e),t.addObject(h),h}var o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"typedarray-pool\"),u=t(\"./lib/shader\");e.exports=a;var c=n.prototype;c.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},c.update=function(t){function e(e,r){return e in t?t[e]:r}var r;t=t||{},this.sizeMin=e(\"sizeMin\",.5),this.sizeMax=e(\"sizeMax\",20),this.color=e(\"color\",[1,0,0,1]).slice(),this.areaRatio=e(\"areaRatio\",1),this.borderColor=e(\"borderColor\",[0,0,0,1]).slice(),this.blend=e(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,a=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,o=t.positions,s=i?o:l.mallocFloat32(o.length),u=a?t.idToIndex:l.mallocInt32(n);if(i||s.set(o),!a)for(s.set(o),r=0;r<n;r++)u[r]=r;this.points=o,this.offsetBuffer.update(s),this.pickBuffer.update(u),i||l.free(s),a||l.free(u),this.pointCount=n,this.pickOffset=0},c.unifiedDraw=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=void 0!==r,a=n?this.pickShader:this.shader,o=this.plot.gl,s=this.plot.dataBox;if(0===this.pointCount)return r;var l=s[2]-s[0],u=s[3]-s[1],c=i(this.points,s),h=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(c,.33333)));t[0]=2/l,t[4]=2/u,t[6]=-2*s[0]/l-1,t[7]=-2*s[1]/u-1,this.offsetBuffer.bind(),a.bind(),a.attributes.position.pointer(),a.uniforms.matrix=t,a.uniforms.color=this.color,a.uniforms.borderColor=this.borderColor,a.uniforms.pointCloud=h<5,a.uniforms.pointSize=h,a.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),n&&(e[0]=255&r,e[1]=r>>8&255,e[2]=r>>16&255,e[3]=r>>24&255,this.pickBuffer.bind(),a.attributes.pickId.pointer(o.UNSIGNED_BYTE),a.uniforms.pickOffset=e,this.pickOffset=r);var f=o.getParameter(o.BLEND),d=o.getParameter(o.DITHER);return f&&!this.blend&&o.disable(o.BLEND),d&&o.disable(o.DITHER),o.drawArrays(o.POINTS,0,this.pointCount),f&&!this.blend&&o.enable(o.BLEND),d&&o.enable(o.DITHER),r+this.pointCount}}(),c.draw=c.unifiedDraw,c.drawPick=c.unifiedDraw,c.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{\"./lib/shader\":222,\"gl-buffer\":156,\"gl-shader\":223,\"typedarray-pool\":541}],231:[function(t,e,r){function n(t,e,r,n){var i,a,o,s,l,u=e[0],c=e[1],h=e[2],f=e[3],d=r[0],p=r[1],m=r[2],g=r[3];return a=u*d+c*p+h*m+f*g,a<0&&(a=-a,d=-d,p=-p,m=-m,g=-g),1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n),t[0]=s*u+l*d,t[1]=s*c+l*p,t[2]=s*h+l*m,t[3]=s*f+l*g,t}e.exports=n},{}],232:[function(t,e,r){\"use strict\";e.exports={vertex:\"precision highp float;\\n#define GLSLIFY 1\\n\\n\\nvec4 computePosition_1_0(vec2 posHi, vec2 posLo, vec2 scHi, vec2 scLo, vec2 trHi, vec2 trLo) {\\n  return vec4((posHi + trHi) * scHi\\n  \\t\\t\\t//FIXME: this thingy does not give noticeable precision gain, need test\\n            + (posLo + trLo) * scHi\\n            + (posHi + trHi) * scLo\\n            + (posLo + trLo) * scLo\\n            , 0, 1);\\n}\\n\\n\\nattribute vec2 positionHi, positionLo;\\nattribute float size, border;\\nattribute vec2 char, color;\\n\\n//this is 64-bit form of scale and translate\\nuniform vec2 scaleHi, scaleLo, translateHi, translateLo;\\nuniform float pixelRatio;\\nuniform vec4 viewBox;\\nuniform sampler2D palette;\\n\\nvarying vec4 charColor, borderColor;\\nvarying vec2 charId;\\nvarying vec2 pointCoord;\\nvarying float pointSize;\\nvarying float borderWidth;\\n\\n\\nvoid main() {\\n  charColor = texture2D(palette, vec2(color.x / 255., 0));\\n  borderColor = texture2D(palette, vec2(color.y / 255., 0));\\n\\n  gl_PointSize = size * pixelRatio;\\n  pointSize = size * pixelRatio;\\n\\n  charId = char;\\n  borderWidth = border;\\n\\n  gl_Position = computePosition_1_0(\\n    positionHi, positionLo,\\n    scaleHi, scaleLo,\\n    translateHi, translateLo);\\n\\n  pointCoord = viewBox.xy + (viewBox.zw - viewBox.xy) * (gl_Position.xy * .5 + .5);\\n}\\n\",fragment:\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D chars;\\nuniform vec2 charsShape;\\nuniform float charsStep, pixelRatio, charOffset;\\n\\nvarying vec4 borderColor;\\nvarying vec4 charColor;\\nvarying vec2 charId;\\nvarying vec2 pointCoord;\\nvarying float pointSize;\\nvarying float borderWidth;\\n\\nvoid main() {\\n\\tvec2 pointUV = (pointCoord - gl_FragCoord.xy + pointSize * .5) / pointSize;\\n\\tpointUV.x = 1. - pointUV.x;\\n\\tvec2 texCoord = ((charId + pointUV) * charsStep) / charsShape;\\n\\tfloat dist = texture2D(chars, texCoord).r;\\n\\n\\t//max-distance alpha\\n\\tif (dist < 1e-2)\\n\\t\\tdiscard;\\n\\n\\tfloat gamma = .0045 * charsStep / pointSize;\\n\\n    //null-border case\\n \\tif (borderWidth * borderColor.a == 0.) {\\n\\t\\tfloat charAmt = smoothstep(.748 - gamma, .748 + gamma, dist);\\n\\t\\tgl_FragColor = vec4(charColor.rgb, charAmt*charColor.a);\\n\\t\\treturn;\\n\\t}\\n\\n\\tfloat dif = 5. * pixelRatio * borderWidth / pointSize;\\n\\tfloat borderLevel = .748 - dif * .5;\\n\\tfloat charLevel = .748 + dif * .5;\\n\\n\\tfloat borderAmt = smoothstep(borderLevel - gamma, borderLevel + gamma, dist);\\n\\tfloat charAmt = smoothstep(charLevel - gamma, charLevel + gamma, dist);\\n\\n\\tvec4 color = borderColor;\\n\\tcolor.a *= borderAmt;\\n\\n\\tgl_FragColor = mix(color, charColor, charAmt);\\n}\\n\",pickVertex:\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 positionHi, positionLo;\\nattribute vec4 id;\\nattribute float size;\\n\\nuniform vec2 scaleHi, scaleLo, translateHi, translateLo;\\nuniform vec4 pickOffset;\\nuniform float pixelRatio;\\n\\nvarying vec4 fragColor;\\n\\n\\nvec4 computePosition_1_0(vec2 posHi, vec2 posLo, vec2 scHi, vec2 scLo, vec2 trHi, vec2 trLo) {\\n  return vec4((posHi + trHi) * scHi\\n  \\t\\t\\t//FIXME: this thingy does not give noticeable precision gain, need test\\n            + (posLo + trLo) * scHi\\n            + (posHi + trHi) * scLo\\n            + (posLo + trLo) * scLo\\n            , 0, 1);\\n}\\n\\n\\nvoid main() {\\n  vec4 fragId = id + pickOffset;\\n\\n  fragId.y += floor(fragId.x / 256.0);\\n  fragId.x -= floor(fragId.x / 256.0) * 256.0;\\n\\n  fragId.z += floor(fragId.y / 256.0);\\n  fragId.y -= floor(fragId.y / 256.0) * 256.0;\\n\\n  fragId.w += floor(fragId.z / 256.0);\\n  fragId.z -= floor(fragId.z / 256.0) * 256.0;\\n\\n  fragColor = fragId / 255.0;\\n\\n  gl_PointSize = size * .25 * pixelRatio;\\n\\n  gl_Position = computePosition_1_0(\\n    positionHi, positionLo,\\n    scaleHi, scaleLo,\\n    translateHi, translateLo);\\n}\\n\",pickFragment:\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\\n\"}},{}],233:[function(t,e,r){arguments[4][84][0].apply(r,arguments)},{dup:84}],234:[function(t,e,r){arguments[4][212][0].apply(r,arguments)},{\"./lib/GLError\":235,\"./lib/create-attributes\":236,\"./lib/create-uniforms\":237,\"./lib/reflect\":238,\"./lib/runtime-reflect\":239,\"./lib/shader-cache\":240,dup:212}],235:[function(t,e,r){arguments[4][213][0].apply(r,arguments)},{dup:213}],236:[function(t,e,r){arguments[4][214][0].apply(r,arguments)},{\"./GLError\":235,dup:214}],237:[function(t,e,r){arguments[4][215][0].apply(r,arguments)},{\"./GLError\":235,\"./reflect\":238,dup:215}],238:[function(t,e,r){arguments[4][216][0].apply(r,arguments)},{dup:216}],239:[function(t,e,r){arguments[4][217][0].apply(r,arguments)},{dup:217}],240:[function(t,e,r){arguments[4][218][0].apply(r,arguments)},{\"./GLError\":235,dup:218,\"gl-format-compiler-error\":165,\"weakmap-shim\":562}],241:[function(t,e,r){\"use strict\";function n(t,e,r,n,a){a<=4*f?i(0,a-1,t,e,r,n):h(0,a-1,t,e,r,n)}function i(t,e,r,n,i,a){for(var o=t+1;o<=e;++o){for(var s=r[o],l=n[2*o],u=n[2*o+1],c=i[o],h=a[o],f=o;f>t;){var d=r[f-1],p=n[2*(f-1)];if((d-s||l-p)>=0)break;r[f]=d,n[2*f]=p,n[2*f+1]=n[2*f-1],i[f]=i[f-1],a[f]=a[f-1],f-=1}r[f]=s,n[2*f]=l,n[2*f+1]=u,i[f]=c,a[f]=h}}function a(t,e,r,n,i,a){var o=r[t],s=n[2*t],l=n[2*t+1],u=i[t],c=a[t];r[t]=r[e],n[2*t]=n[2*e],n[2*t+1]=n[2*e+1],i[t]=i[e],a[t]=a[e],r[e]=o,n[2*e]=s,n[2*e+1]=l,i[e]=u,a[e]=c}function o(t,e,r,n,i,a){r[t]=r[e],n[2*t]=n[2*e],n[2*t+1]=n[2*e+1],i[t]=i[e],a[t]=a[e]}function s(t,e,r,n,i,a,o){var s=n[t],l=i[2*t],u=i[2*t+1],c=a[t],h=o[t];n[t]=n[e],i[2*t]=i[2*e],i[2*t+1]=i[2*e+1],a[t]=a[e],o[t]=o[e],n[e]=n[r],i[2*e]=i[2*r],i[2*e+1]=i[2*r+1],a[e]=a[r],o[e]=o[r],n[r]=s,i[2*r]=l,i[2*r+1]=u,a[r]=c,o[r]=h}function l(t,e,r,n,i,a,o,s,l,u,c){s[t]=s[e],l[2*t]=l[2*e],l[2*t+1]=l[2*e+1],u[t]=u[e],c[t]=c[e],s[e]=r,l[2*e]=n,l[2*e+1]=i,u[e]=a,c[e]=o}function 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if(!c(it,P,O,R,F,r,n,d))for(;;){if(c(S,P,O,R,F,r,n,d)){c(S,L,C,I,z,r,n,d)?(s(it,T,S,r,n,d,p),++T,--S):(a(it,S,r,n,d,p),--S);break}if(--S<it)break}l(t,T-1,L,C,I,z,D,r,n,d,p),l(e,S+1,P,O,R,F,j,r,n,d,p),T-2-t<=f?i(t,T-2,r,n,d,p):h(t,T-2,r,n,d,p),e-(S+2)<=f?i(S+2,e,r,n,d,p):h(S+2,e,r,n,d,p),S-T<=f?i(T,S,r,n,d,p):h(T,S,r,n,d,p)}e.exports=n;var f=32},{}],242:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a,o,s){for(var l=r,u=r;u<n;++u){var c=t[2*u],h=t[2*u+1],f=e[u];i<=c&&c<=o&&a<=h&&h<=s&&(u===l?l+=1:(t[2*u]=t[2*l],t[2*u+1]=t[2*l+1],e[u]=e[l],t[2*l]=c,t[2*l+1]=h,e[l]=f,l+=1))}return l}function i(t,e,r){this.pixelSize=t,this.offset=e,this.count=r}function a(t,e,r,a){function l(i,a,o,s,u,c){var h=.5*o,f=s+1,d=u-s;r[_]=d,x[_++]=c;for(var p=0;p<2;++p)for(var m=0;m<2;++m){var g=i+p*h,v=a+m*h,y=n(t,e,f,u,g,v,g+h,v+h);if(y!==f){if(y-f>=Math.max(.9*d,32)){var b=u+s>>>1;l(g,v,h,f,b,c+1),f=b}l(g,v,h,f,y,c+1),f=y}}}var u=t.length>>>1;if(u<1)return[];for(var c=1/0,h=1/0,f=-1/0,d=-1/0,p=0;p<u;++p){var m=t[2*p],g=t[2*p+1];c=Math.min(c,m),f=Math.max(f,m),h=Math.min(h,g),d=Math.max(d,g),e[p]=p}c===f&&(f+=1+Math.abs(f)),h===d&&(d+=1+Math.abs(f));var v=1/(f-c),y=1/(d-h),b=Math.max(f-c,d-h);a=a||[0,0,0,0],a[0]=c,a[1]=h,a[2]=f,a[3]=d;var x=o.mallocInt32(u),_=0;l(c,h,b,0,u,0),s(x,t,e,r,u);for(var w=[],M=0,k=u,_=u-1;_>=0;--_){t[2*_]=(t[2*_]-c)*v,t[2*_+1]=(t[2*_+1]-h)*y;var A=x[_];A!==M&&(w.push(new i(b*Math.pow(.5,A),_+1,k-(_+1))),k=_+1,M=A)}return w.push(new i(b*Math.pow(.5,A+1),0,k)),o.free(x),w}var o=t(\"typedarray-pool\"),s=t(\"./lib/sort\");e.exports=a},{\"./lib/sort\":241,\"typedarray-pool\":541}],243:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a,o,s){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.sizeBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.charBuffer=s,this.pointCount=0,this.pickOffset=0,this.points=null,this.scales=[],this.xCoords=[],this.charCanvas=document.createElement(\"canvas\"),this.charTexture=m(this.plot.gl,this.charCanvas),this.charStep=400,this.charFit=.255,this.snapThreshold=1e4,this.paletteTexture=m(this.plot.gl,[256,1])}function i(){var t=this.plot,e=t.viewBox,r=t.dataBox,n=t.pixelRatio,i=r[2]-r[0],a=r[3]-r[1],u=2/i,c=2/a,h=-r[0]-.5*i,f=-r[1]-.5*a;_[0]=u,w[0]=u-_[0],_[1]=c,w[1]=c-_[1],M[0]=h,k[0]=h-M[0],M[1]=f,k[1]=f-M[1];var d=e[2]-e[0],p=e[3]-e[1];o=Math.min(i/d,a/p),A[0]=2*n/d,A[1]=2*n/p,s=r[0],l=r[2]}function a(t,e){var r=t.gl,i=u(r,f.vertex,f.fragment),a=u(r,f.pickVertex,f.pickFragment),o=c(r),s=c(r),l=c(r),h=c(r),d=c(r),p=new n(t,i,a,o,s,l,h,d);return p.update(e),t.addObject(p),p}e.exports=a;var o,s,l,u=t(\"gl-shader\"),c=t(\"gl-buffer\"),h=t(\"typedarray-pool\"),f=t(\"./lib/shaders\"),d=t(\"snap-points-2d\"),p=t(\"font-atlas-sdf\"),m=t(\"gl-texture2d\"),g=t(\"color-id\"),v=t(\"ndarray\"),y=t(\"clamp\"),b=t(\"binary-search-bounds\"),x=n.prototype,_=new Float32Array([0,0]),w=new Float32Array([0,0]),M=new Float32Array([0,0]),k=new Float32Array([0,0]),A=[0,0],T=[0,0,0,0];x.drawPick=function(t){var e=void 0!==t,r=this.plot,n=this.pointCount,a=n>this.snapThreshold;if(!n)return t;i.call(this);var u=r.gl,c=e?this.pickShader:this.shader,h=u.isEnabled(u.BLEND);if(c.bind(),e){this.pickOffset=t;for(var f=0;f<4;++f)T[f]=t>>8*f&255;c.uniforms.pickOffset=T,this.idBuffer.bind(),c.attributes.id.pointer(u.UNSIGNED_BYTE,!1)}else u.blendFuncSeparate(u.SRC_ALPHA,u.ONE_MINUS_SRC_ALPHA,u.ONE,u.ONE_MINUS_SRC_ALPHA),u.blendColor(0,0,0,1),h||u.enable(u.BLEND),this.colorBuffer.bind(),c.attributes.color.pointer(u.UNSIGNED_BYTE,!1),this.charBuffer.bind(),c.attributes.char.pointer(u.UNSIGNED_BYTE,!1),c.uniforms.chars=this.charTexture.bind(0),c.uniforms.charsShape=[this.charCanvas.width,this.charCanvas.height],c.uniforms.charsStep=this.charStep,c.uniforms.palette=this.paletteTexture.bind(1);this.sizeBuffer.bind(),c.attributes.size.pointer(u.FLOAT,!1,8,0),e||c.attributes.border.pointer(u.FLOAT,!1,8,4),this.positionBuffer.bind(),c.attributes.positionHi.pointer(u.FLOAT,!1,16,0),c.attributes.positionLo.pointer(u.FLOAT,!1,16,8),c.uniforms.pixelRatio=r.pixelRatio,c.uniforms.scaleHi=_,c.uniforms.scaleLo=w,c.uniforms.translateHi=M,c.uniforms.translateLo=k,c.uniforms.viewBox=r.viewBox;var d=this.scales;if(a)for(var p=d.length-1;p>=0;p--){var m=d[p];if(!(m.pixelSize&&m.pixelSize<1.25*o&&p>1)){var g=m.offset,v=m.count+g,y=b.ge(this.xCoords,s,g,v-1),x=b.lt(this.xCoords,l,y,v-1)+1;x>y&&u.drawArrays(u.POINTS,y,x-y)}}else u.drawArrays(u.POINTS,0,n);if(e)return t+n;h?u.blendFunc(u.ONE,u.ONE_MINUS_SRC_ALPHA):u.disable(u.BLEND)},x.draw=x.drawPick,x.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}},x.update=function(t){t=t||{};var e=t.positions||[],r=t.colors||[],n=t.glyphs||[],i=t.sizes||[],a=t.borderWidths||[],o=t.borderColors||[],s=this.plot.gl,l=this.pointCount,u=l>this.snapThreshold;if(null!=t.positions){this.points=e,l=this.points.length/2,u=l>this.snapThreshold;var c=h.mallocFloat32(2*l),f=h.mallocFloat64(2*l),m=h.mallocUint32(l),b=h.mallocFloat32(4*l);f.set(this.points),u&&(this.i2idx&&h.free(this.i2idx),this.i2idx=h.mallocInt32(l),this.scales=d(f,this.i2idx,c)),this.pointCount=l;for(var x=0;x<l;++x){var _=u?this.i2idx[x]:x;m[x]=_;var w=e[2*_],M=e[2*_+1];b[4*x]=w,b[4*x+1]=M,b[4*x+2]=w-b[4*x],b[4*x+3]=M-b[4*x+1],this.xCoords[x]=w}this.idBuffer.update(m),this.positionBuffer.update(b),h.free(b),h.free(m),h.free(f),h.free(c)}for(var k=h.mallocFloat32(2*l),A=h.mallocUint8(2*l),T=h.mallocUint8(2*l),S={},E=[],L=[],C=[],x=0,I=l,z=0;x<I;++x){var D=[255*r[4*x],255*r[4*x+1],255*r[4*x+2],255*r[4*x+3]],P=g(D,!1);null==S[P]&&(S[P]=z++,L.push(D[0]),L.push(D[1]),L.push(D[2]),L.push(D[3])),E.push(P),o&&o.length&&(D=[255*o[4*x],255*o[4*x+1],255*o[4*x+2],255*o[4*x+3]],P=g(D,!1),null==S[P]&&(S[P]=z++,L.push(D[0]),L.push(D[1]),L.push(D[2]),L.push(D[3])),C.push(P))}for(var O={},x=0,I=l,z=0;x<I;x++){var R=n[x];null==O[R]&&(O[R]=z++)}for(var F=0,x=0,I=i.length;x<I;++x)i[x]>F&&(F=i[x]);var j=this.charStep;this.charStep=y(Math.ceil(4*F),128,768);var N=Object.keys(O),B=this.charStep,U=Math.floor(B/2),V=s.getParameter(s.MAX_TEXTURE_SIZE),H=V/B*(V/B),q=Math.min(V,B*N.length),G=Math.min(V,B*Math.ceil(B*N.length/V)),Y=Math.floor(q/B);N.length>H&&console.warn(\"gl-scatter2d-fancy: number of characters is more than maximum texture size. Try reducing it.\"),this.chars&&this.chars+\"\"==N+\"\"&&this.charStep==j||(this.charCanvas=p({canvas:this.charCanvas,family:\"sans-serif\",size:U,shape:[q,G],step:[B,B],chars:N,align:!0,fit:this.charFit}),this.chars=N);for(var x=0;x<l;++x){var _=u?this.i2idx[x]:x,W=i[_],X=a[_];k[2*x]=2*W,k[2*x+1]=X;var P=E[_],Z=S[P];A[2*x]=Z;var J=C[_],K=S[J];A[2*x+1]=K;var R=n[_],Q=O[R];T[2*x+1]=Math.floor(Q/Y),T[2*x]=Q%Y}this.sizeBuffer.update(k),this.colorBuffer.update(A),this.charBuffer.update(T),this.charTexture.shape=[this.charCanvas.width,this.charCanvas.height],this.charCanvas&&this.charCanvas.width&&this.charTexture.setPixels(this.charCanvas),this.paletteTexture.setPixels(v(L.slice(0,1024),[256,1,4])),h.free(k),h.free(A),h.free(T)},x.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.sizeBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.charBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":232,\"binary-search-bounds\":233,clamp:88,\"color-id\":92,\"font-atlas-sdf\":134,\"gl-buffer\":156,\"gl-shader\":234,\"gl-texture2d\":267,ndarray:467,\"snap-points-2d\":242,\"typedarray-pool\":541}],244:[function(t,e,r){r.pointVertex=\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 positionHi, positionLo;\\nattribute float weight;\\n\\nuniform vec2 scaleHi, scaleLo, translateHi, translateLo;\\nuniform float pointSize, useWeight;\\n\\nvarying float fragWeight;\\n\\n\\nvec4 pfx_1_0(vec2 scaleHi, vec2 scaleLo, vec2 translateHi, vec2 translateLo, vec2 positionHi, vec2 positionLo) {\\n  return vec4((positionHi + translateHi) * scaleHi\\n            + (positionLo + translateLo) * scaleHi\\n            + (positionHi + translateHi) * scaleLo\\n            + (positionLo + translateLo) * scaleLo, 0.0, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position = pfx_1_0(scaleHi, scaleLo, translateHi, translateLo, positionHi, positionLo);\\n  gl_PointSize = pointSize;\\n  fragWeight = mix(1.0, weight, useWeight);\\n}\",r.pointFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\n\\nvarying float fragWeight;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float radius = length(2.0*gl_PointCoord.xy-1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  vec4 baseColor = mix(borderColor, color, smoothStep(radius, centerFraction));\\n  float alpha = 1.0 - pow(1.0 - baseColor.a, fragWeight);\\n  gl_FragColor = vec4(baseColor.rgb * alpha, alpha);\\n}\\n\",r.pickVertex=\"precision highp float;\\n#define GLSLIFY 1\\n\\nvec4 pfx_1_0(vec2 scaleHi, vec2 scaleLo, vec2 translateHi, vec2 translateLo, vec2 positionHi, vec2 positionLo) {\\n  return vec4((positionHi + translateHi) * scaleHi\\n            + (positionLo + translateLo) * scaleHi\\n            + (positionHi + translateHi) * scaleLo\\n            + (positionLo + translateLo) * scaleLo, 0.0, 1.0);\\n}\\n\\nattribute vec2 positionHi, positionLo;\\nattribute vec4 pickId;\\n\\nuniform vec2 scaleHi, scaleLo, translateHi, translateLo;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_Position = pfx_1_0(scaleHi, scaleLo, translateHi, translateLo, positionHi, positionLo);\\n  gl_PointSize = pointSize;\\n  fragId = id;\\n}\",r.pickFragment=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\"},{}],245:[function(t,e,r){arguments[4][84][0].apply(r,arguments)},{dup:84}],246:[function(t,e,r){arguments[4][241][0].apply(r,arguments)},{dup:241}],247:[function(t,e,r){arguments[4][242][0].apply(r,arguments)},{\"./lib/sort\":246,dup:242,\"typedarray-pool\":541}],248:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a,o){this.plot=t,this.positionBufferHi=e,this.positionBufferLo=r,this.pickBuffer=n,this.weightBuffer=i,this.shader=a,this.pickShader=o,this.scales=[],this.size=12,this.borderSize=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0,this.points=null,this.xCoords=null,this.snapPoints=!0}function i(t,e){var r=t.gl,i=o(r),s=o(r),l=o(r),u=o(r),h=a(r,c.pointVertex,c.pointFragment),f=a(r,c.pickVertex,c.pickFragment),d=new n(t,i,s,l,u,h,f);return d.update(e),t.addObject(d),d}var a=t(\"gl-shader\"),o=t(\"gl-buffer\"),s=t(\"binary-search-bounds\"),l=t(\"snap-points-2d\"),u=t(\"typedarray-pool\"),c=t(\"./lib/shader\"),h=t(\"array-normalize\"),f=t(\"array-bounds\");e.exports=i;var d=n.prototype,p=new Float32Array(2),m=new Float32Array(2),g=new Float32Array(2),v=new Float32Array(2),y=[0,0,0,0];d.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBufferHi.dispose(),this.positionBufferLo.dispose(),this.pickBuffer.dispose(),this.xCoords&&u.free(this.xCoords),this.plot.removeObject(this)},d.update=function(t){function e(e,r){return e in t?t[e]:r}if(t=t||{},this.size=e(\"size\",12),this.color=e(\"color\",[1,0,0,1]).slice(),this.borderSize=e(\"borderSize\",1),this.borderColor=e(\"borderColor\",[0,0,0,1]).slice(),this.snapPoints=e(\"snapPoints\",!0),null!=t.positions){this.xCoords&&u.free(this.xCoords),this.points=t.positions;var r=this.points.length>>>1,n=u.mallocInt32(r),i=u.mallocFloat32(r),a=u.mallocFloat64(2*r);if(a.set(this.points),this.snapPoints)this.scales=l(a,n,i,this.bounds);else{this.bounds=f(a,2),h(a,2,this.bounds);for(var o=0;o<r;o++)n[o]=o,i[o]=1}var s=u.mallocFloat64(r),c=u.mallocFloat32(2*r),d=u.mallocFloat32(2*r);c.set(a);for(var o=0,p=0;o<r;o++,p+=2)d[p]=a[p]-c[p],d[p+1]=a[p+1]-c[p+1],s[o]=a[p];this.positionBufferHi.update(c),this.positionBufferLo.update(d),this.pickBuffer.update(n),this.weightBuffer.update(i),u.free(c),u.free(d),u.free(i),u.free(a),u.free(n),this.xCoords=s,this.pointCount=r,this.pickOffset=0}},d.draw=function(t){var e=void 0!==t,r=this.plot,n=e?this.pickShader:this.shader,i=this.scales,a=this.positionBufferHi,o=this.positionBufferLo,s=this.pickBuffer,l=this.bounds,u=this.size,c=this.borderSize,h=r.gl,f=e?r.pickPixelRatio:r.pixelRatio,d=r.viewBox,b=r.dataBox;if(0===this.pointCount)return t;var x=l[2]-l[0],_=l[3]-l[1],w=b[2]-b[0],M=b[3]-b[1],k=(d[2]-d[0])*f/r.pixelRatio,A=(d[3]-d[1])*f/r.pixelRatio,T=this.pixelSize=Math.min(w/k,M/A),S=2*x/w,E=2*_/M;p[0]=S,p[1]=E,m[0]=S-p[0],m[1]=E-p[1];var L=(l[0]-b[0]-.5*w)/x,C=(l[1]-b[1]-.5*M)/_;g[0]=L,g[1]=C,v[0]=L-g[0],v[1]=C-g[1],n.bind(),n.uniforms.scaleHi=p,n.uniforms.scaleLo=m,n.uniforms.translateHi=g,n.uniforms.translateLo=v,n.uniforms.color=this.color,n.uniforms.borderColor=this.borderColor,n.uniforms.pointSize=f*(u+c),n.uniforms.centerFraction=0===this.borderSize?2:u/(u+c+1.25),a.bind(),n.attributes.positionHi.pointer(),o.bind(),n.attributes.positionLo.pointer(),e?(this.pickOffset=t,y[0]=255&t,y[1]=t>>8&255,y[2]=t>>16&255,y[3]=t>>24&255,n.uniforms.pickOffset=y,s.bind(),n.attributes.pickId.pointer(h.UNSIGNED_BYTE)):(n.uniforms.useWeight=1,this.weightBuffer.bind(),n.attributes.weight.pointer());var I=!0;if(this.snapPoints)for(var z=i.length-1;z>=0;z--){var D=i[z];if(!(D.pixelSize<T&&z>1)){var P=this.getVisibleRange(D),O=P[0],R=P[1];R>O&&h.drawArrays(h.POINTS,O,R-O),!e&&I&&(I=!1,n.uniforms.useWeight=0)}}else h.drawArrays(h.POINTS,0,this.pointCount);return t+this.pointCount},d.getVisibleRange=function(t){var e=this.plot.dataBox,r=this.bounds,n=this.pixelSize,i=this.size,a=this.plot.pixelRatio,o=r[2]-r[0];r[3],r[1];if(!t)for(var t,l=this.scales.length-1;l>=0&&(t=this.scales[l],t.pixelSize<n&&l>1);l--);var u=this.xCoords,c=(e[0]-r[0]-n*i*a)/o,h=(e[2]-r[0]+n*i*a)/o,f=t.offset,d=t.count+f,p=s.ge(u,c,f,d-1);return[p,s.lt(u,h,p,d-1)+1]},d.drawPick=d.draw,d.pick=function(t,e,r){var n=r-this.pickOffset;return n<0||n>=this.pointCount?null:{object:this,pointId:n,dataCoord:[this.points[2*n],this.points[2*n+1]]}}},{\"./lib/shader\":244,\"array-bounds\":44,\"array-normalize\":45,\"binary-search-bounds\":245,\"gl-buffer\":156,\"gl-shader\":255,\"snap-points-2d\":247,\"typedarray-pool\":541}],249:[function(t,e,r){\"use strict\";function n(t,e){var r=a[e];if(r||(r=a[e]={}),t in r)return r[t];for(var n=i(t,{textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e}),o=i(t,{triangles:!0,textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e}),s=[[1/0,1/0],[-1/0,-1/0]],l=0;l<n.positions.length;++l)for(var u=n.positions[l],c=0;c<2;++c)s[0][c]=Math.min(s[0][c],u[c]),s[1][c]=Math.max(s[1][c],u[c]);return r[t]=[o,n,s]}var i=t(\"vectorize-text\");e.exports=n;var a={}},{\"vectorize-text\":554}],250:[function(t,e,r){function n(t,e){var r=i(t,e),n=r.attributes;return n.position.location=0,n.color.location=1,n.glyph.location=2,n.id.location=3,r}var i=t(\"gl-shader\"),a=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\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(any(lessThan(position, clipBounds[0]))   || \\n     any(greaterThan(position, clipBounds[1])) ) {\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n    \\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\",o=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(position, clipBounds[0])) || any(greaterThan(position, clipBounds[1]))) {\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n    \\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\",s=\"precision mediump float;\\n#define GLSLIFY 1\\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(any(lessThan(position, clipBounds[0]))   ||\\n     any(greaterThan(position, clipBounds[1])) ) {\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\",l=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if(any(lessThan(dataCoordinate, fragClipBounds[0]))   ||\\n     any(greaterThan(dataCoordinate, fragClipBounds[1])) ) {\\n    discard;\\n  } else {\\n    gl_FragColor = interpColor * opacity;\\n  }\\n}\\n\",u=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if(any(lessThan(dataCoordinate, fragClipBounds[0]))   || \\n     any(greaterThan(dataCoordinate, fragClipBounds[1])) ) {\\n    discard;\\n  } else {\\n    gl_FragColor = vec4(pickGroup, pickId.bgr);\\n  }\\n}\",c=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:a,fragment:l,attributes:c},f={vertex:o,fragment:l,attributes:c},d={vertex:s,fragment:l,attributes:c},p={vertex:a,fragment:u,attributes:c},m={vertex:o,fragment:u,attributes:c},g={vertex:s,fragment:u,attributes:c};r.createPerspective=function(t){return n(t,h)},r.createOrtho=function(t){return n(t,f)},r.createProject=function(t){return n(t,d)},r.createPickPerspective=function(t){return n(t,p)},r.createPickOrtho=function(t){return n(t,m)},r.createPickProject=function(t){return n(t,g)}},{\"gl-shader\":255}],251:[function(t,e,r){\"use strict\";function n(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 i(t,e,r,i){return n(i,i,r),n(i,i,e),n(i,i,t)}function a(t,e){this.index=t,this.dataCoordinate=this.position=e}function o(t,e,r,n,i,o,s,l,u,c,h,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=o,this.glyphBuffer=s,this.idBuffer=l,this.vao=u,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=h,this.pickProjectShader=f,this.points=[],this._selectResult=new a(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}function s(t){return t[0]=t[1]=t[2]=0,t}function l(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function u(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function c(t){for(var e=L,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}function h(t,e,r,n,a){var o,h=e.axesProject,f=e.gl,d=t.uniforms,p=r.model||x,m=r.view||x,g=r.projection||x,y=e.axesBounds,b=c(e.clipBounds);o=e.axes?e.axes.lastCubeProps.axis:[1,1,1],w[0]=2/f.drawingBufferWidth,w[1]=2/f.drawingBufferHeight,t.bind(),d.view=m,d.projection=g,d.screenSize=w,d.highlightId=e.highlightId,d.highlightScale=e.highlightScale,d.clipBounds=b,\n",
       "d.pickGroup=e.pickId/255,d.pixelRatio=e.pixelRatio;for(var _=0;_<3;++_)if(h[_]&&e.projectOpacity[_]<1===n){d.scale=e.projectScale[_],d.opacity=e.projectOpacity[_];for(var L=S,C=0;C<16;++C)L[C]=0;for(var C=0;C<4;++C)L[5*C]=1;L[5*_]=0,o[_]<0?L[12+_]=y[0][_]:L[12+_]=y[1][_],v(L,p,L),d.model=L;var I=(_+1)%3,z=(_+2)%3,D=s(M),P=s(k);D[I]=1,P[z]=1;var O=i(g,m,p,l(A,D)),R=i(g,m,p,l(T,P));if(Math.abs(O[1])>Math.abs(R[1])){var F=O;O=R,R=F,F=D,D=P,P=F;var j=I;I=z,z=j}O[0]<0&&(D[I]=-1),R[1]>0&&(P[z]=-1);for(var N=0,B=0,C=0;C<4;++C)N+=Math.pow(p[4*I+C],2),B+=Math.pow(p[4*z+C],2);D[I]/=Math.sqrt(N),P[z]/=Math.sqrt(B),d.axes[0]=D,d.axes[1]=P,d.fragClipBounds[0]=u(E,b[0],_,-1e8),d.fragClipBounds[1]=u(E,b[1],_,1e8),e.vao.draw(f.TRIANGLES,e.vertexCount),e.lineWidth>0&&(f.lineWidth(e.lineWidth),e.vao.draw(f.LINES,e.lineVertexCount,e.vertexCount))}}function f(t,e,r,n,i,a){var o=r.gl;if(r.vao.bind(),i===r.opacity<1||a){t.bind();var s=t.uniforms;s.model=n.model||x,s.view=n.view||x,s.projection=n.projection||x,w[0]=2/o.drawingBufferWidth,w[1]=2/o.drawingBufferHeight,s.screenSize=w,s.highlightId=r.highlightId,s.highlightScale=r.highlightScale,s.fragClipBounds=z,s.clipBounds=r.axes.bounds,s.opacity=r.opacity,s.pickGroup=r.pickId/255,s.pixelRatio=r.pixelRatio,r.vao.draw(o.TRIANGLES,r.vertexCount),r.lineWidth>0&&(o.lineWidth(r.lineWidth),r.vao.draw(o.LINES,r.lineVertexCount,r.vertexCount))}h(e,r,n,i,a),r.vao.unbind()}function d(t){var e=t.gl,r=y.createPerspective(e),n=y.createOrtho(e),i=y.createProject(e),a=y.createPickPerspective(e),s=y.createPickOrtho(e),l=y.createPickProject(e),u=p(e),c=p(e),h=p(e),f=p(e),d=m(e,[{buffer:u,size:3,type:e.FLOAT},{buffer:c,size:4,type:e.FLOAT},{buffer:h,size:2,type:e.FLOAT},{buffer:f,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),g=new o(e,r,n,i,u,c,h,f,d,a,s,l);return g.update(t),g}var p=t(\"gl-buffer\"),m=t(\"gl-vao\"),g=t(\"typedarray-pool\"),v=t(\"gl-mat4/multiply\"),y=t(\"./lib/shaders\"),b=t(\"./lib/glyphs\"),x=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];e.exports=d;var _=o.prototype;_.pickSlots=1,_.setPickBase=function(t){this.pickId=t},_.isTransparent=function(){if(this.opacity<1)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectOpacity[t]<1)return!0;return!1},_.isOpaque=function(){if(this.opacity>=1)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectOpacity[t]>=1)return!0;return!1};var w=[0,0],M=[0,0,0],k=[0,0,0],A=[0,0,0,1],T=[0,0,0,1],S=x.slice(),E=[0,0,0],L=[[0,0,0],[0,0,0]],C=[-1e8,-1e8,-1e8],I=[1e8,1e8,1e8],z=[C,I];_.draw=function(t){f(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,!1,!1)},_.drawTransparent=function(t){f(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,!0,!1)},_.drawPick=function(t){f(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,!1,!0)},_.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},_.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},_.update=function(t){if(t=t||{},\"perspective\"in t&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(\"projectOpacity\"in t)if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{var r=+t.projectOpacity;this.projectOpacity=[r,r,r]}\"opacity\"in t&&(this.opacity=t.opacity),this.dirty=!0;var n=t.position;if(n){var i=t.font||\"normal\",a=t.alignment||[0,0],o=[1/0,1/0,1/0],s=[-1/0,-1/0,-1/0],l=t.glyph,u=t.color,c=t.size,h=t.angle,f=t.lineColor,d=0,p=0,m=0,v=n.length;t:for(var y=0;y<v;++y){for(var x=n[y],_=0;_<3;++_)if(isNaN(x[_])||!isFinite(x[_]))continue t;var w;w=Array.isArray(l)?b(l[y],i):l?b(l,i):b(\"\\u25cf\",i);var M=w[0],k=w[1],A=w[2];p+=3*M.cells.length,m+=2*k.edges.length}var T=p+m,S=g.mallocFloat(3*T),E=g.mallocFloat(4*T),L=g.mallocFloat(2*T),C=g.mallocUint32(T),I=[0,a[1]],z=0,D=p,P=[0,0,0,1],O=[0,0,0,1],R=Array.isArray(u)&&Array.isArray(u[0]),F=Array.isArray(f)&&Array.isArray(f[0]);t:for(var y=0;y<v;++y){for(var x=n[y],_=0;_<3;++_){if(isNaN(x[_])||!isFinite(x[_])){d+=1;continue t}s[_]=Math.max(s[_],x[_]),o[_]=Math.min(o[_],x[_])}var w;w=Array.isArray(l)?b(l[y],i):l?b(l,i):b(\"\\u25cf\",i);var M=w[0],k=w[1],A=w[2];if(Array.isArray(u)){var j;if(j=R?u[y]:u,3===j.length){for(var _=0;_<3;++_)P[_]=j[_];P[3]=1}else if(4===j.length)for(var _=0;_<4;++_)P[_]=j[_]}else P[0]=P[1]=P[2]=0,P[3]=1;if(Array.isArray(f)){var j;if(j=F?f[y]:f,3===j.length){for(var _=0;_<3;++_)O[_]=j[_];O[_]=1}else if(4===j.length)for(var _=0;_<4;++_)O[_]=j[_]}else O[0]=O[1]=O[2]=0,O[3]=1;var N=.5;Array.isArray(c)?N=+c[y]:c?N=+c:this.useOrtho&&(N=12);var B=0;Array.isArray(h)?B=+h[y]:h&&(B=+h);for(var U=Math.cos(B),V=Math.sin(B),x=n[y],_=0;_<3;++_)s[_]=Math.max(s[_],x[_]),o[_]=Math.min(o[_],x[_]);a[0]<0?I[0]=a[0]*(1+A[1][0]):a[0]>0&&(I[0]=-a[0]*(1+A[0][0]));for(var H=M.cells,q=M.positions,_=0;_<H.length;++_)for(var G=H[_],Y=0;Y<3;++Y){for(var W=0;W<3;++W)S[3*z+W]=x[W];for(var W=0;W<4;++W)E[4*z+W]=P[W];C[z]=d;var X=q[G[Y]];L[2*z]=N*(U*X[0]-V*X[1]+I[0]),L[2*z+1]=N*(V*X[0]+U*X[1]+I[1]),z+=1}for(var H=k.edges,q=k.positions,_=0;_<H.length;++_)for(var G=H[_],Y=0;Y<2;++Y){for(var W=0;W<3;++W)S[3*D+W]=x[W];for(var W=0;W<4;++W)E[4*D+W]=O[W];C[D]=d;var X=q[G[Y]];L[2*D]=N*(U*X[0]-V*X[1]+I[0]),L[2*D+1]=N*(V*X[0]+U*X[1]+I[1]),D+=1}d+=1}this.vertexCount=p,this.lineVertexCount=m,this.pointBuffer.update(S),this.colorBuffer.update(E),this.glyphBuffer.update(L),this.idBuffer.update(new 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n(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}function i(t,e){var r=t.gl,i=o(r,[0,0,0,1,1,0,1,1]),l=a(r,s.boxVertex,s.boxFragment),u=new n(t,i,l);return u.update(e),t.addOverlay(u),u}var a=t(\"gl-shader\"),o=t(\"gl-buffer\"),s=t(\"./lib/shaders\");e.exports=i;var l=n.prototype;l.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,u=t.viewBox,c=t.pixelRatio,h=(e[0]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],f=(e[1]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1],d=(e[2]-l[0])*(u[2]-u[0])/(l[2]-l[0])+u[0],p=(e[3]-l[1])*(u[3]-u[1])/(l[3]-l[1])+u[1];if(h=Math.max(h,u[0]),f=Math.max(f,u[1]),d=Math.min(d,u[2]),p=Math.min(p,u[3]),!(d<h||p<f)){o.bind();var 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n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}function a(t,e){return new i(t,o(t,e),s.mallocUint8(e[0]*e[1]*4))}e.exports=a;var o=t(\"gl-fbo\"),s=t(\"typedarray-pool\"),l=t(\"ndarray\"),u=t(\"bit-twiddle\").nextPow2,c=t(\"cwise/lib/wrapper\")({args:[\"array\",{offset:[0,0,1],array:0},{offset:[0,0,2],array:0},{offset:[0,0,3],array:0},\"scalar\",\"scalar\",\"index\"],pre:{body:\"{this_closestD2=1e8,this_closestX=-1,this_closestY=-1}\",args:[],thisVars:[\"this_closestD2\",\"this_closestX\",\"this_closestY\"],localVars:[]},body:{body:\"{if(_inline_49_arg0_<255||_inline_49_arg1_<255||_inline_49_arg2_<255||_inline_49_arg3_<255){var 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this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){s.free(this.buffer);for(var n=this.buffer=s.mallocUint8(u(r*e*4)),i=0;i<r*e*4;++i)n[i]=255}return t}}}),h.begin=function(){var t=this.gl;this.shape;t&&(this.fbo.bind(),t.clearColor(1,1,1,1),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT))},h.end=function(){var t=this.gl;t&&(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},h.query=function(t,e,r){if(!this.gl)return null;var i=this.fbo.shape.slice();t|=0,e|=0,\"number\"!=typeof r&&(r=1);var a=0|Math.min(Math.max(t-r,0),i[0]),o=0|Math.min(Math.max(t+r,0),i[0]),s=0|Math.min(Math.max(e-r,0),i[1]),u=0|Math.min(Math.max(e+r,0),i[1]);if(o<=a||u<=s)return null;var h=[o-a,u-s],f=l(this.buffer,[h[0],h[1],4],[4,4*i[0],1],4*(a+i[0]*s)),d=c(f.hi(h[0],h[1],1),r,r),p=d[0],m=d[1];return 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o=t(\"./lib/create-uniforms\"),s=t(\"./lib/create-attributes\"),l=t(\"./lib/reflect\"),u=t(\"./lib/shader-cache\"),c=t(\"./lib/runtime-reflect\"),h=t(\"./lib/GLError\"),f=n.prototype;f.bind=function(){this.program||this._relink(),this.gl.useProgram(this.program)},f.dispose=function(){this._fref&&this._fref.dispose(),this._vref&&this._vref.dispose(),this.attributes=this.types=this.vertShader=this.fragShader=this.program=this._relink=this._fref=this._vref=null},f.update=function(t,e,r,n){function a(){d.program=u.program(p,d._vref,d._fref,x,_);for(var t=0;t<r.length;++t)E[t]=p.getUniformLocation(d.program,r[t].name)}if(!e||1===arguments.length){var f=t;t=f.vertex,e=f.fragment,r=f.uniforms,n=f.attributes}var d=this,p=d.gl,m=d._vref;d._vref=u.shader(p,p.VERTEX_SHADER,t),m&&m.dispose(),d.vertShader=d._vref.shader;var g=this._fref;if(d._fref=u.shader(p,p.FRAGMENT_SHADER,e),g&&g.dispose(),d.fragShader=d._fref.shader,!r||!n){var v=p.createProgram();if(p.attachShader(v,d.fragShader),p.attachShader(v,d.vertShader),p.linkProgram(v),!p.getProgramParameter(v,p.LINK_STATUS)){var y=p.getProgramInfoLog(v);throw new h(y,\"Error linking program:\"+y)}r=r||c.uniforms(p,v),n=n||c.attributes(p,v),p.deleteProgram(v)}n=n.slice(),n.sort(i);for(var b=[],x=[],_=[],w=0;w<n.length;++w){var M=n[w];if(M.type.indexOf(\"mat\")>=0){for(var k=0|M.type.charAt(M.type.length-1),A=new Array(k),T=0;T<k;++T)A[T]=_.length,x.push(M.name+\"[\"+T+\"]\"),\"number\"==typeof M.location?_.push(M.location+T):Array.isArray(M.location)&&M.location.length===k&&\"number\"==typeof M.location[T]?_.push(0|M.location[T]):_.push(-1);b.push({name:M.name,type:M.type,locations:A})}else b.push({name:M.name,type:M.type,locations:[_.length]}),x.push(M.name),\"number\"==typeof M.location?_.push(0|M.location):_.push(-1)}for(var S=0,w=0;w<_.length;++w)if(_[w]<0){for(;_.indexOf(S)>=0;)S+=1;_[w]=S}var E=new Array(r.length);a(),d._relink=a,d.types={uniforms:l(r),attributes:l(n)},d.attributes=s(p,d,b,_),Object.defineProperty(d,\"uniforms\",o(p,d,r,E))},e.exports=a},{\"./lib/GLError\":256,\"./lib/create-attributes\":257,\"./lib/create-uniforms\":258,\"./lib/reflect\":259,\"./lib/runtime-reflect\":260,\"./lib/shader-cache\":261}],256:[function(t,e,r){arguments[4][213][0].apply(r,arguments)},{dup:213}],257:[function(t,e,r){arguments[4][214][0].apply(r,arguments)},{\"./GLError\":256,dup:214}],258:[function(t,e,r){arguments[4][215][0].apply(r,arguments)},{\"./GLError\":256,\"./reflect\":259,dup:215}],259:[function(t,e,r){arguments[4][216][0].apply(r,arguments)},{dup:216}],260:[function(t,e,r){arguments[4][217][0].apply(r,arguments)},{dup:217}],261:[function(t,e,r){arguments[4][218][0].apply(r,arguments)},{\"./GLError\":256,dup:218,\"gl-format-compiler-error\":165,\"weakmap-shim\":562}],262:[function(t,e,r){\"use strict\";function n(t){this.plot=t,this.enable=[!0,!0,!1,!1],this.width=[1,1,1,1],this.color=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.center=[1/0,1/0]}function i(t,e){var r=new n(t);return r.update(e),t.addOverlay(r),r}e.exports=i;var a=n.prototype;a.update=function(t){t=t||{},this.enable=(t.enable||[!0,!0,!1,!1]).slice(),this.width=(t.width||[1,1,1,1]).slice(),this.color=(t.color||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]).map(function(t){return t.slice()}),this.center=(t.center||[1/0,1/0]).slice(),this.plot.setOverlayDirty()},a.draw=function(){var t=this.enable,e=this.width,r=this.color,n=this.center,i=this.plot,a=i.line,o=i.dataBox,s=i.viewBox;if(a.bind(),o[0]<=n[0]&&n[0]<=o[2]&&o[1]<=n[1]&&n[1]<=o[3]){var l=s[0]+(n[0]-o[0])/(o[2]-o[0])*(s[2]-s[0]),u=s[1]+(n[1]-o[1])/(o[3]-o[1])*(s[3]-s[1]);t[0]&&a.drawLine(l,u,s[0],u,e[0],r[0]),t[1]&&a.drawLine(l,u,l,s[1],e[1],r[1]),t[2]&&a.drawLine(l,u,s[2],u,e[2],r[2]),t[3]&&a.drawLine(l,u,l,s[3],e[3],r[3])}},a.dispose=function(){this.plot.removeOverlay(this)}},{}],263:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\");e.exports=function(t){return n(t,\"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\",\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  gl_FragColor = fragColor;\\n}\",null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec3\"},{name:\"weight\",type:\"float\"}])}},{\"gl-shader\":255}],264:[function(t,e,r){\"use strict\";function n(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}function i(t,e){function r(t,e,r,n,a,o){var s=[t,e,r,0,0,0,1];s[n+3]=1,s[n]=a,i.push.apply(i,s),s[6]=-1,i.push.apply(i,s),s[n]=o,i.push.apply(i,s),i.push.apply(i,s),s[6]=1,i.push.apply(i,s),s[n]=a,i.push.apply(i,s)}var i=[];r(0,0,0,0,0,1),r(0,0,0,1,0,1),r(0,0,0,2,0,1),r(1,0,0,1,-1,1),r(1,0,0,2,-1,1),r(0,1,0,0,-1,1),r(0,1,0,2,-1,1),r(0,0,1,0,-1,1),r(0,0,1,1,-1,1);var l=a(t,i),u=o(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=s(t);c.attributes.position.location=0,c.attributes.color.location=1,c.attributes.weight.location=2;var h=new n(t,l,u,c);return h.update(e),h}var a=t(\"gl-buffer\"),o=t(\"gl-vao\"),s=t(\"./shaders/index\");e.exports=i;var l=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],u=n.prototype,c=[0,0,0],h=[0,0,0],f=[0,0];u.isTransparent=function(){return!1},u.drawTransparent=function(t){},u.draw=function(t){var e=this.gl,r=this.vao,n=this.shader;r.bind(),n.bind();var i,a=t.model||l,o=t.view||l,s=t.projection||l;this.axes&&(i=this.axes.lastCubeProps.axis);for(var u=c,d=h,p=0;p<3;++p)i&&i[p]<0?(u[p]=this.bounds[0][p],d[p]=this.bounds[1][p]):(u[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=o,n.uniforms.projection=s,n.uniforms.coordinates=[this.position,u,d],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(var p=0;p<3;++p)n.uniforms.lineWidth=this.lineWidth[p]*this.pixelRatio,this.enabled[p]&&(r.draw(e.TRIANGLES,6,6*p),this.drawSides[p]&&r.draw(e.TRIANGLES,12,18+12*p));r.unbind()},u.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},u.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":263,\"gl-buffer\":156,\"gl-vao\":271}],265:[function(t,e,r){var n=t(\"gl-shader\"),i=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\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  worldCoordinate = vec3(uv.zw, f.x);\\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\",a=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution_2_0(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\\n\\n\\nfloat beckmannSpecular_1_1(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution_2_0(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\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 > 0.0 ||\\n    any(lessThan(worldCoordinate, clipBounds[0])) || any(greaterThan(worldCoordinate, clipBounds[1]))) {\\n    discard;\\n  }\\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_1_1(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 = step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) + 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\",o=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\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  vec4 worldPosition = model * vec4(dataCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z = clipPosition.z + zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f;\\n  kill = -1.0;\\n  worldCoordinate = dataCoordinate;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\",s=\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if(kill > 0.0 ||\\n    any(lessThan(worldCoordinate, clipBounds[0])) || any(greaterThan(worldCoordinate, clipBounds[1]))) {\\n    discard;\\n  }\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\";r.createShader=function(t){var e=n(t,i,a,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,i,s,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,o,a,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,o,s,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":255}],266:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}function i(t){var e=x([y({colormap:t,nshades:R,format:\"rgba\"}).map(function(t){return[t[0],t[1],t[2],255*t[3]]})]);return b.divseq(e,255),e}function a(t,e,r,i,a,o,s,l,u,c,h,f,d,p){this.gl=t,this.shape=e,this.bounds=r,this.intensityBounds=[],this._shader=i,this._pickShader=a,this._coordinateBuffer=o,this._vao=s,this._colorMap=l,this._contourShader=u,this._contourPickShader=c,this._contourBuffer=h,this._contourVAO=f,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new n([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=p,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=[_(v.mallocFloat(1024),[0,0]),_(v.mallocFloat(1024),[0,0]),_(v.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.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}function o(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||j,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=N.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],M(l,t.model,l);var u=N.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)u[i][n]=t.clipBounds[i][n];u[0][r]=-1e8,u[1][r]=1e8}return N.showSurface=o,N.showContour=s,N}function s(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=B;n.model=t.model||D,n.view=t.view||D,n.projection=t.projection||D,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.contourColor=this.contourColor[0],n.inverseModel=k(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],s=0;s<3;++s)a[s]=Math.min(Math.max(this.clipBounds[i][s],-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=V,n.vertexColor=this.vertexColor;var l=U;for(M(l,n.view,n.model),M(l,n.projection,l),k(l,l),i=0;i<3;++i)n.eyePosition[i]=l[12+i]/l[15];var u=l[15];for(i=0;i<3;++i)u+=this.lightPosition[i]*l[4*i+3];for(i=0;i<3;++i){var c=l[12+i];for(s=0;s<3;++s)c+=l[4*s+i]*this.lightPosition[s];n.lightPosition[i]=c/u}var h=o(n,this);if(h.showSurface&&e===this.opacity<1){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=h.projections[i],this._shader.uniforms.clipBounds=h.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(h.showContour&&!e){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var d=this._contourVAO;for(d.bind(),i=0;i<3;++i)for(f.uniforms.permutation=O[i],r.lineWidth(this.contourWidth[i]),s=0;s<this.contourLevels[i].length;++s)this._contourCounts[i][s]&&(s===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==s&&s-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),f.uniforms.height=this.contourLevels[i][s],d.draw(r.LINES,this._contourCounts[i][s],this._contourOffsets[i][s]));for(i=0;i<3;++i)for(f.uniforms.model=h.projections[i],f.uniforms.clipBounds=h.clipBounds[i],s=0;s<3;++s)if(this.contourProject[i][s]){f.uniforms.permutation=O[s],r.lineWidth(this.contourWidth[s]);for(var p=0;p<this.contourLevels[s].length;++p)p===this.highlightLevel[s]?(f.uniforms.contourColor=this.highlightColor[s],f.uniforms.contourTint=this.highlightTint[s]):0!==p&&p-1!==this.highlightLevel[s]||(f.uniforms.contourColor=this.contourColor[s],f.uniforms.contourTint=this.contourTint[s]),f.uniforms.height=this.contourLevels[s][p],d.draw(r.LINES,this._contourCounts[s][p],this._contourOffsets[s][p])}for(d=this._dynamicVAO,d.bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=O[i],r.lineWidth(this.dynamicWidth[i]),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],d.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),s=0;s<3;++s)this.contourProject[s][i]&&(f.uniforms.model=h.projections[s],f.uniforms.clipBounds=h.clipBounds[s],d.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));d.unbind()}}function l(t,e){var r=e.shape.slice(),n=t.shape.slice();b.assign(t.lo(1,1).hi(r[0],r[1]),e),b.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),b.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),b.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),b.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))}function u(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function c(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 h(t){if(Array.isArray(t)){if(Array.isArray(t))return[c(t[0]),c(t[1]),c(t[2])];var e=c(t);return[e.slice(),e.slice(),e.slice()]}}function f(t){var e=t.gl,r=E(e),n=C(e),i=L(e),o=I(e),s=p(e),l=m(e,[{buffer:s,size:4,stride:z,offset:0},{buffer:s,size:3,stride:z,offset:16},{buffer:s,size:3,stride:z,offset:28}]),u=p(e),c=m(e,[{buffer:u,size:4,stride:20,offset:0},{buffer:u,size:1,stride:20,offset:16}]),h=p(e),f=m(e,[{buffer:h,size:2,type:e.FLOAT}]),d=g(e,1,R,e.RGBA,e.UNSIGNED_BYTE);d.minFilter=e.LINEAR,d.magFilter=e.LINEAR;var v=new a(e,[0,0],[[0,0,0],[0,0,0]],r,n,s,l,d,i,o,u,c,h,f),y={levels:[[],[],[]]};for(var b in t)y[b]=t[b];return y.colormap=y.colormap||\"jet\",v.update(y),v}e.exports=f\n",
       ";var d=t(\"bit-twiddle\"),p=t(\"gl-buffer\"),m=t(\"gl-vao\"),g=t(\"gl-texture2d\"),v=t(\"typedarray-pool\"),y=t(\"colormap\"),b=t(\"ndarray-ops\"),x=t(\"ndarray-pack\"),_=t(\"ndarray\"),w=t(\"surface-nets\"),M=t(\"gl-mat4/multiply\"),k=t(\"gl-mat4/invert\"),A=t(\"binary-search-bounds\"),T=t(\"ndarray-gradient\"),S=t(\"./lib/shaders\"),E=S.createShader,L=S.createContourShader,C=S.createPickShader,I=S.createPickContourShader,z=40,D=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],P=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],O=[[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(){for(var t=0;t<3;++t){var e=O[t],r=(t+1)%3,n=(t+2)%3;e[r+0]=1,e[n+3]=1,e[t+6]=1}}();var R=256,F=a.prototype;F.isTransparent=function(){return this.opacity<1},F.isOpaque=function(){if(this.opacity>=1)return!0;for(var t=0;t<3;++t)if(this._contourCounts[t].length>0||this._dynamicCounts[t]>0)return!0;return!1},F.pickSlots=1,F.setPickBase=function(t){this.pickId=t};var j=[0,0,0],N={showSurface:!1,showContour:!1,projections:[D.slice(),D.slice(),D.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]},B={model:D,view:D,projection:D,inverseModel:D.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,kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},U=D.slice(),V=[1,0,0,0,1,0,0,0,1];F.draw=function(t){return s.call(this,t,!1)},F.drawTransparent=function(t){return s.call(this,t,!0)};var H={model:D,view:D,projection:D,inverseModel:D,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};F.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=H;r.model=t.model||D,r.view=t.view||D,r.projection=t.projection||D,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.permutation=V;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var s=o(r,this);if(s.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=s.projections[n],this._pickShader.uniforms.clipBounds=s.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(s.showContour){var l=this._contourPickShader;l.bind(),l.uniforms=r;var u=this._contourVAO;for(u.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]),l.uniforms.permutation=O[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(l.uniforms.height=this.contourLevels[a][n],u.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(l.uniforms.model=s.projections[n],l.uniforms.clipBounds=s.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){l.uniforms.permutation=O[a],e.lineWidth(this.contourWidth[a]);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(l.uniforms.height=this.contourLevels[a][c],u.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}u.unbind()}},F.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var u=r.position;u[0]=u[1]=u[2]=0;for(var c=0;c<2;++c)for(var h=c?a:1-a,f=0;f<2;++f)for(var d=f?l:1-l,p=i+c,m=s+f,g=h*d,v=0;v<3;++v)u[v]+=this._field[v].get(p,m)*g;for(var y=this._pickResult.level,b=0;b<3;++b)if(y[b]=A.le(this.contourLevels[b],u[b]),y[b]<0)this.contourLevels[b].length>0&&(y[b]=0);else if(y[b]<this.contourLevels[b].length-1){var x=this.contourLevels[b][y[b]],_=this.contourLevels[b][y[b]+1];Math.abs(x-u[b])>Math.abs(_-u[b])&&(y[b]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},F.update=function(t){t=t||{},this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=u(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=u(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=u(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=h(t.contourColor)),\"contourProject\"in t&&(this.contourProject=u(t.contourProject,function(t){return u(t,Boolean)})),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=h(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=u(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=u(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0);var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var n=(e.shape[0]+2)*(e.shape[1]+2);n>this._field[2].data.length&&(v.freeFloat(this._field[2].data),this._field[2].data=v.mallocFloat(d.nextPow2(n))),this._field[2]=_(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),l(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(v.freeFloat(this._field[o].data),this._field[o].data=v.mallocFloat(this._field[2].size)),this._field[o]=_(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var s=t.coords;if(!Array.isArray(s)||3!==s.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=s[o];for(y=0;y<2;++y)if(c.shape[y]!==a[y])throw new Error(\"gl-surface: coords have incorrect shape\");l(this._field[o],c)}}else if(t.ticks){var f=t.ticks;if(!Array.isArray(f)||2!==f.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=f[o];if((Array.isArray(p)||p.length)&&(p=_(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var m=_(p.data,a);m.stride[o]=p.stride[0],m.stride[1^o]=0,l(this._field[o],m)}}else{for(o=0;o<2;++o){var g=[0,0];g[o]=1,this._field[o]=_(this._field[o].data,[a[0]+2,a[1]+2],g,0)}this._field[0].set(0,0,0);for(var y=0;y<a[0];++y)this._field[0].set(y+1,0,y);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),y=0;y<a[1];++y)this._field[1].set(0,y+1,y);this._field[1].set(0,a[1]+1,a[1]-1)}var b=this._field,x=_(v.mallocFloat(3*b[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)T(x.pick(o),b[o],\"mirror\");var M=_(v.mallocFloat(3*b[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(y=0;y<a[1]+2;++y){var k=x.get(0,o,y,0),A=x.get(0,o,y,1),S=x.get(1,o,y,0),E=x.get(1,o,y,1),L=x.get(2,o,y,0),C=x.get(2,o,y,1),I=S*C-E*L,z=L*A-C*k,D=k*E-A*S,O=Math.sqrt(I*I+z*z+D*D);O<1e-8?(O=Math.max(Math.abs(I),Math.abs(z),Math.abs(D)),O<1e-8?(D=1,z=I=0,O=1):O=1/O):O=1/Math.sqrt(O),M.set(o,y,0,I*O),M.set(o,y,1,z*O),M.set(o,y,2,D*O)}v.free(x.data);var R=[1/0,1/0,1/0],F=[-1/0,-1/0,-1/0],j=1/0,N=-1/0,B=(a[0]-1)*(a[1]-1)*6,U=v.mallocFloat(d.nextPow2(10*B)),V=0,H=0;for(o=0;o<a[0]-1;++o)t:for(y=0;y<a[1]-1;++y){for(var q=0;q<2;++q)for(var G=0;G<2;++G)for(var Y=0;Y<3;++Y){var W=this._field[Y].get(1+o+q,1+y+G);if(isNaN(W)||!isFinite(W))continue t}for(Y=0;Y<6;++Y){var X=o+P[Y][0],Z=y+P[Y][1],J=this._field[0].get(X+1,Z+1),K=this._field[1].get(X+1,Z+1);W=this._field[2].get(X+1,Z+1);var Q=W;I=M.get(X+1,Z+1,0),z=M.get(X+1,Z+1,1),D=M.get(X+1,Z+1,2),t.intensity&&(Q=t.intensity.get(X,Z)),U[V++]=X,U[V++]=Z,U[V++]=J,U[V++]=K,U[V++]=W,U[V++]=0,U[V++]=Q,U[V++]=I,U[V++]=z,U[V++]=D,R[0]=Math.min(R[0],J),R[1]=Math.min(R[1],K),R[2]=Math.min(R[2],W),j=Math.min(j,Q),F[0]=Math.max(F[0],J),F[1]=Math.max(F[1],K),F[2]=Math.max(F[2],W),N=Math.max(N,Q),H+=1}}for(t.intensityBounds&&(j=+t.intensityBounds[0],N=+t.intensityBounds[1]),o=6;o<V;o+=10)U[o]=(U[o]-j)/(N-j);this._vertexCount=H,this._coordinateBuffer.update(U.subarray(0,V)),v.freeFloat(U),v.free(M.data),this.bounds=[R,F],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===j&&this.intensityBounds[1]===N||(r=!0),this.intensityBounds=[j,N]}if(\"levels\"in t){var $=t.levels;for($=Array.isArray($[0])?$.slice():[[],[],$],o=0;o<3;++o)$[o]=$[o].slice(),$.sort(function(t,e){return t-e});t:for(o=0;o<3;++o){if($[o].length!==this.contourLevels[o].length){r=!0;break}for(y=0;y<$[o].length;++y)if($[o][y]!==this.contourLevels[o][y]){r=!0;break t}}this.contourLevels=$}if(r){b=this._field,a=this.shape;for(var tt=[],et=0;et<3;++et){$=this.contourLevels[et];var rt=[],nt=[],it=[0,0,0];for(o=0;o<$.length;++o){var at=w(this._field[et],$[o]);rt.push(tt.length/5|0),H=0;t:for(y=0;y<at.cells.length;++y){var ot=at.cells[y];for(Y=0;Y<2;++Y){var st=at.positions[ot[Y]],lt=st[0],ut=0|Math.floor(lt),ct=lt-ut,ht=st[1],ft=0|Math.floor(ht),dt=ht-ft,pt=!1;e:for(var mt=0;mt<3;++mt){it[mt]=0;var gt=(et+mt+1)%3;for(q=0;q<2;++q){var vt=q?ct:1-ct;for(X=0|Math.min(Math.max(ut+q,0),a[0]),G=0;G<2;++G){var yt=G?dt:1-dt;if(Z=0|Math.min(Math.max(ft+G,0),a[1]),W=mt<2?this._field[gt].get(X,Z):(this.intensity.get(X,Z)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(W)||isNaN(W)){pt=!0;break e}var bt=vt*yt;it[mt]+=bt*W}}}if(pt){if(Y>0){for(var xt=0;xt<5;++xt)tt.pop();H-=1}continue t}tt.push(it[0],it[1],st[0],st[1],it[2]),H+=1}}nt.push(H)}this._contourOffsets[et]=rt,this._contourCounts[et]=nt}var _t=v.mallocFloat(tt.length);for(o=0;o<tt.length;++o)_t[o]=tt[o];this._contourBuffer.update(_t),v.freeFloat(_t)}t.colormap&&this._colorMap.setPixels(i(t.colormap))},F.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)v.freeFloat(this._field[t].data)},F.highlight=function(t){if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(var e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;var r;if(r=this.snapToData?t.dataCoordinate:t.position,this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=v.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var s=(o+1)%3,l=(o+2)%3,u=this._field[o],c=this._field[s],h=this._field[l],f=(this.intensity,w(u,r[o])),d=f.cells,p=f.positions;for(this._dynamicOffsets[o]=n,e=0;e<d.length;++e)for(var m=d[e],g=0;g<2;++g){var y=p[m[g]],b=+y[0],x=0|b,_=0|Math.min(x+1,i[0]),M=b-x,k=1-M,A=+y[1],T=0|A,S=0|Math.min(T+1,i[1]),E=A-T,L=1-E,C=k*L,I=k*E,z=M*L,D=M*E,P=C*c.get(x,T)+I*c.get(x,S)+z*c.get(_,T)+D*c.get(_,S),O=C*h.get(x,T)+I*h.get(x,S)+z*h.get(_,T)+D*h.get(_,S);if(isNaN(P)||isNaN(O)){g&&(n-=1);break}a[2*n+0]=P,a[2*n+1]=O,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)),v.freeFloat(a)}}},{\"./lib/shaders\":265,\"binary-search-bounds\":66,\"bit-twiddle\":67,colormap:99,\"gl-buffer\":156,\"gl-mat4/invert\":181,\"gl-mat4/multiply\":183,\"gl-texture2d\":267,\"gl-vao\":271,ndarray:467,\"ndarray-gradient\":458,\"ndarray-ops\":461,\"ndarray-pack\":462,\"surface-nets\":531,\"typedarray-pool\":541}],267:[function(t,e,r){\"use strict\";function n(t){v=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],y=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],b=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function i(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}function a(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function o(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}function s(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function l(t,e,r,n,i,a,o,l){var u=l.dtype,c=l.shape.slice();if(c.length<2||c.length>3)throw new Error(\"gl-texture2d: Invalid ndarray, must be 2d or 3d\");var h=0,f=0,d=s(c,l.stride.slice());\"float32\"===u?h=t.FLOAT:\"float64\"===u?(h=t.FLOAT,d=!1,u=\"float32\"):\"uint8\"===u?h=t.UNSIGNED_BYTE:(h=t.UNSIGNED_BYTE,d=!1,u=\"uint8\");if(2===c.length)f=t.LUMINANCE,c=[c[0],c[1],1],l=p(l.data,c,[l.stride[0],l.stride[1],1],l.offset);else{if(3!==c.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===c[2])f=t.ALPHA;else if(2===c[2])f=t.LUMINANCE_ALPHA;else if(3===c[2])f=t.RGB;else{if(4!==c[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");f=t.RGBA}c[2]}if(f!==t.LUMINANCE&&f!==t.ALPHA||i!==t.LUMINANCE&&i!==t.ALPHA||(f=i),f!==i)throw new Error(\"gl-texture2d: Incompatible texture format for setPixels\");var v=l.size,y=o.indexOf(n)<0;if(y&&o.push(n),h===a&&d)0===l.offset&&l.data.length===v?y?t.texImage2D(t.TEXTURE_2D,n,i,c[0],c[1],0,i,a,l.data):t.texSubImage2D(t.TEXTURE_2D,n,e,r,c[0],c[1],i,a,l.data):y?t.texImage2D(t.TEXTURE_2D,n,i,c[0],c[1],0,i,a,l.data.subarray(l.offset,l.offset+v)):t.texSubImage2D(t.TEXTURE_2D,n,e,r,c[0],c[1],i,a,l.data.subarray(l.offset,l.offset+v));else{var b;b=a===t.FLOAT?g.mallocFloat32(v):g.mallocUint8(v);var _=p(b,c,[c[2],c[2]*c[0],1]);h===t.FLOAT&&a===t.UNSIGNED_BYTE?x(_,l):m.assign(_,l),y?t.texImage2D(t.TEXTURE_2D,n,i,c[0],c[1],0,i,a,b.subarray(0,v)):t.texSubImage2D(t.TEXTURE_2D,n,e,r,c[0],c[1],i,a,b.subarray(0,v)),a===t.FLOAT?g.freeFloat32(b):g.freeUint8(b)}}function u(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 c(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var s=u(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new o(t,s,e,r,n,i)}function h(t,e,r,n,i,a){var s=u(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new o(t,s,r,n,i,a)}function f(t,e){var r=e.dtype,n=e.shape.slice(),i=t.getParameter(t.MAX_TEXTURE_SIZE);if(n[0]<0||n[0]>i||n[1]<0||n[1]>i)throw new Error(\"gl-texture2d: Invalid texture size\");var a=s(n,e.stride.slice()),l=0;\"float32\"===r?l=t.FLOAT:\"float64\"===r?(l=t.FLOAT,a=!1,r=\"float32\"):\"uint8\"===r?l=t.UNSIGNED_BYTE:(l=t.UNSIGNED_BYTE,a=!1,r=\"uint8\");var c=0;if(2===n.length)c=t.LUMINANCE,n=[n[0],n[1],1],e=p(e.data,n,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==n.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===n[2])c=t.ALPHA;else if(2===n[2])c=t.LUMINANCE_ALPHA;else if(3===n[2])c=t.RGB;else{if(4!==n[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");c=t.RGBA}}l!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(l=t.UNSIGNED_BYTE,a=!1);var h,f,d=e.size;if(a)h=0===e.offset&&e.data.length===d?e.data:e.data.subarray(e.offset,e.offset+d);else{var v=[n[2],n[2]*n[0],1];f=g.malloc(d,r);var y=p(f,n,v,0);\"float32\"!==r&&\"float64\"!==r||l!==t.UNSIGNED_BYTE?m.assign(y,e):x(y,e),h=f.subarray(0,d)}var b=u(t);return t.texImage2D(t.TEXTURE_2D,0,c,n[0],n[1],0,c,l,h),a||g.free(f),new o(t,b,n[0],n[1],c,l)}function 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n=t(\"./literals\");e.exports=n.slice().concat([\"layout\",\"centroid\",\"smooth\",\"case\",\"mat2x2\",\"mat2x3\",\"mat2x4\",\"mat3x2\",\"mat3x3\",\"mat3x4\",\"mat4x2\",\"mat4x3\",\"mat4x4\",\"uint\",\"uvec2\",\"uvec3\",\"uvec4\",\"samplerCubeShadow\",\"sampler2DArray\",\"sampler2DArrayShadow\",\"isampler2D\",\"isampler3D\",\"isamplerCube\",\"isampler2DArray\",\"usampler2D\",\"usampler3D\",\"usamplerCube\",\"usampler2DArray\",\"coherent\",\"restrict\",\"readonly\",\"writeonly\",\"resource\",\"atomic_uint\",\"noperspective\",\"patch\",\"sample\",\"subroutine\",\"common\",\"partition\",\"active\",\"filter\",\"image1D\",\"image2D\",\"image3D\",\"imageCube\",\"iimage1D\",\"iimage2D\",\"iimage3D\",\"iimageCube\",\"uimage1D\",\"uimage2D\",\"uimage3D\",\"uimageCube\",\"image1DArray\",\"image2DArray\",\"iimage1DArray\",\"iimage2DArray\",\"uimage1DArray\",\"uimage2DArray\",\"image1DShadow\",\"image2DShadow\",\"image1DArrayShadow\",\"image2DArrayShadow\",\"imageBuffer\",\"iimageBuffer\",\"uimageBuffer\",\"sampler1DArray\",\"sampler1DArrayShadow\",\"isampler1D\",\"isampler1DArray\",\"usampler1D\",\"usampler1DArray\",\"isampler2DRect\",\"usampler2DRect\",\"samplerBuffer\",\"isamplerBuffer\",\"usamplerBuffer\",\"sampler2DMS\",\"isampler2DMS\",\"usampler2DMS\",\"sampler2DMSArray\",\"isampler2DMSArray\",\"usampler2DMSArray\"])},{\"./literals\":284}],284:[function(t,e,r){e.exports=[\"precision\",\"highp\",\"mediump\",\"lowp\",\"attribute\",\"const\",\"uniform\",\"varying\",\"break\",\"continue\",\"do\",\"for\",\"while\",\"if\",\"else\",\"in\",\"out\",\"inout\",\"float\",\"int\",\"void\",\"bool\",\"true\",\"false\",\"discard\",\"return\",\"mat2\",\"mat3\",\"mat4\",\"vec2\",\"vec3\",\"vec4\",\"ivec2\",\"ivec3\",\"ivec4\",\"bvec2\",\"bvec3\",\"bvec4\",\"sampler1D\",\"sampler2D\",\"sampler3D\",\"samplerCube\",\"sampler1DShadow\",\"sampler2DShadow\",\"struct\",\"asm\",\"class\",\"union\",\"enum\",\"typedef\",\"template\",\"this\",\"packed\",\"goto\",\"switch\",\"default\",\"inline\",\"noinline\",\"volatile\",\"public\",\"static\",\"extern\",\"external\",\"interface\",\"long\",\"short\",\"double\",\"half\",\"fixed\",\"unsigned\",\"input\",\"output\",\"hvec2\",\"hvec3\",\"hvec4\",\"dvec2\",\"dvec3\",\"dvec4\",\"fvec2\",\"fvec3\",\"fvec4\",\"sampler2DRect\",\"sampler3DRect\",\"sampler2DRectShadow\",\"sizeof\",\"cast\",\"namespace\",\"using\"]},{}],285:[function(t,e,r){e.exports=[\"<<=\",\">>=\",\"++\",\"--\",\"<<\",\">>\",\"<=\",\">=\",\"==\",\"!=\",\"&&\",\"||\",\"+=\",\"-=\",\"*=\",\"/=\",\"%=\",\"&=\",\"^^\",\"^=\",\"|=\",\"(\",\")\",\"[\",\"]\",\".\",\"!\",\"~\",\"*\",\"/\",\"%\",\"+\",\"-\",\"<\",\">\",\"&\",\"^\",\"|\",\"?\",\":\",\"=\",\",\",\";\",\"{\",\"}\"]},{}],286:[function(t,e,r){function n(t,e){var r=i(e),n=[];return n=n.concat(r(t)),n=n.concat(r(null))}var i=t(\"./index\");e.exports=n},{\"./index\":280}],287:[function(t,e,r){\"use strict\";function n(t,e,r){var n=this.cells=[];if(t instanceof ArrayBuffer){this.arrayBuffer=t;var a=new Int32Array(this.arrayBuffer);t=a[0],e=a[1],r=a[2],this.d=e+2*r;for(var o=0;o<this.d*this.d;o++){var s=a[i+o],l=a[i+o+1];n.push(s===l?null:a.subarray(s,l))}var u=a[i+n.length],c=a[i+n.length+1];this.keys=a.subarray(u,c),this.bboxes=a.subarray(c),this.insert=this._insertReadonly}else{this.d=e+2*r;for(var h=0;h<this.d*this.d;h++)n.push([]);this.keys=[],this.bboxes=[]}this.n=e,this.extent=t,this.padding=r,this.scale=e/t,this.uid=0;var f=r/e*t;this.min=-f,this.max=t+f}e.exports=n;var i=3;n.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertCell,this.uid++),this.keys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},n.prototype._insertReadonly=function(){throw\"Cannot insert into a 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Math.max(0,Math.min(this.d-1,Math.floor(t*this.scale)+this.padding))},n.prototype.toArrayBuffer=function(){if(this.arrayBuffer)return this.arrayBuffer;for(var t=this.cells,e=i+this.cells.length+1+1,r=0,n=0;n<this.cells.length;n++)r+=this.cells[n].length;var a=new Int32Array(e+r+this.keys.length+this.bboxes.length);a[0]=this.extent,a[1]=this.n,a[2]=this.padding;for(var o=e,s=0;s<t.length;s++){var l=t[s];a[i+s]=o,a.set(l,o),o+=l.length}return a[i+t.length]=o,a.set(this.keys,o),o+=this.keys.length,a[i+t.length+1]=o,a.set(this.bboxes,o),o+=this.bboxes.length,a.buffer}},{}],288:[function(t,e,r){(function(r){\"use strict\";var n,i=t(\"is-browser\");n=\"function\"==typeof r.matchMedia?!r.matchMedia(\"(hover: none)\").matches:i,e.exports=n}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{\"is-browser\":294}],289:[function(t,e,r){r.read=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1<<s)-1,u=l>>1,c=-7,h=r?i-1:0,f=r?-1:1,d=t[e+h];for(h+=f,a=d&(1<<-c)-1,d>>=-c,c+=s;c>0;a=256*a+t[e+h],h+=f,c-=8);for(o=a&(1<<-c)-1,a>>=-c,c+=n;c>0;o=256*o+t[e+h],h+=f,c-=8);if(0===a)a=1-u;else{if(a===l)return o?NaN:1/0*(d?-1:1);o+=Math.pow(2,n),a-=u}return(d?-1:1)*o*Math.pow(2,a-n)},r.write=function(t,e,r,n,i,a){var o,s,l,u=8*a-i-1,c=(1<<u)-1,h=c>>1,f=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,d=n?0:a-1,p=n?1:-1,m=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=c):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),e+=o+h>=1?f/l:f*Math.pow(2,1-h),e*l>=2&&(o++,l/=2),o+h>=c?(s=0,o=c):o+h>=1?(s=(e*l-1)*Math.pow(2,i),o+=h):(s=e*Math.pow(2,h-1)*Math.pow(2,i),o=0));i>=8;t[r+d]=255&s,d+=p,s/=256,i-=8);for(o=o<<i|s,u+=i;u>0;t[r+d]=255&o,d+=p,o/=256,u-=8);t[r+d-p]|=128*m}},{}],290:[function(t,e,r){\"use strict\";function n(t,e,r){this.vertices=t,this.adjacent=e,this.boundary=r,this.lastVisited=-1}function 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f=c[h];i[h]=f<0?e:a[f]}var d=this.orient();if(d>0)return u;u.lastVisited=-n,0===d&&o.push(u)}}}return null},f.walk=function(t,e){var r=this.vertices.length-1,n=this.dimension,i=this.vertices,a=this.tuple,o=e?this.interior.length*Math.random()|0:this.interior.length-1,s=this.interior[o];t:for(;!s.boundary;){for(var l=s.vertices,u=s.adjacent,c=0;c<=n;++c)a[c]=i[l[c]];s.lastVisited=r;for(var c=0;c<=n;++c){var h=u[c];if(!(h.lastVisited>=r)){var f=a[c];a[c]=t;var d=this.orient();if(a[c]=f,d<0){s=h;continue t}h.boundary?h.lastVisited=-r:h.lastVisited=r}}return}return s},f.addPeaks=function(t,e){var r=this.vertices.length-1,o=this.dimension,s=this.vertices,l=this.tuple,u=this.interior,c=this.simplices,h=[e];e.lastVisited=r,e.vertices[e.vertices.indexOf(-1)]=r,e.boundary=!1,u.push(e);for(var f=[];h.length>0;){var e=h.pop(),d=e.vertices,p=e.adjacent,m=d.indexOf(r);if(!(m<0))for(var g=0;g<=o;++g)if(g!==m){var v=p[g];if(v.boundary&&!(v.lastVisited>=r)){var y=v.vertices;if(v.lastVisited!==-r){for(var b=0,x=0;x<=o;++x)y[x]<0?(b=x,l[x]=t):l[x]=s[y[x]];var _=this.orient();if(_>0){y[b]=r,v.boundary=!1,u.push(v),h.push(v),v.lastVisited=r;continue}v.lastVisited=-r}var w=v.adjacent,M=d.slice(),k=p.slice(),A=new n(M,k,!0);c.push(A);var T=w.indexOf(e);if(!(T<0)){w[T]=A,k[m]=v,M[g]=-1,k[g]=e,p[g]=A,A.flip();for(var x=0;x<=o;++x){var S=M[x];if(!(S<0||S===r)){for(var E=new Array(o-1),L=0,C=0;C<=o;++C){var I=M[C];I<0||C===x||(E[L++]=I)}f.push(new i(E,A,x))}}}}}}f.sort(a);for(var g=0;g+1<f.length;g+=2){var z=f[g],D=f[g+1],P=z.index,O=D.index;P<0||O<0||(z.cell.adjacent[z.index]=D.cell,D.cell.adjacent[D.index]=z.cell)}},f.insert=function(t,e){var r=this.vertices;r.push(t);var n=this.walk(t,e);if(n){for(var i=this.dimension,a=this.tuple,o=0;o<=i;++o){var s=n.vertices[o];a[o]=s<0?t:r[s]}var l=this.orient(a);l<0||(0!==l||(n=this.handleBoundaryDegeneracy(n,t)))&&this.addPeaks(t,n)}},f.boundary=function(){for(var t=this.dimension,e=[],r=this.simplices,n=r.length,i=0;i<n;++i){var a=r[i];if(a.boundary){for(var o=new Array(t),s=a.vertices,l=0,u=0,c=0;c<=t;++c)s[c]>=0?o[l++]=s[c]:u=1&c;if(u===(1&t)){var h=o[0];o[0]=o[1],o[1]=h}e.push(o)}}return e}},{\"robust-orientation\":508,\"simplicial-complex\":519}],291:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){this.mid=t,this.left=e,this.right=r,this.leftPoints=n,this.rightPoints=i,this.count=(e?e.count:0)+(r?r.count:0)+n.length}function i(t,e){t.mid=e.mid,t.left=e.left,t.right=e.right,t.leftPoints=e.leftPoints,t.rightPoints=e.rightPoints,t.count=e.count}function a(t,e){var r=p(e);t.mid=r.mid,t.left=r.left,t.right=r.right,t.leftPoints=r.leftPoints,t.rightPoints=r.rightPoints,t.count=r.count}function o(t,e){var r=t.intervals([]);r.push(e),a(t,r)}function s(t,e){var r=t.intervals([]),n=r.indexOf(e);return n<0?y:(r.splice(n,1),a(t,r),b)}function l(t,e,r){for(var n=0;n<t.length&&t[n][0]<=e;++n){var i=r(t[n]);if(i)return i}}function u(t,e,r){for(var 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 gl_Position.xy += extrude * gl_Position.w;\\n    }\\n\\n    // This is a minimum blur distance that serves as a faux-antialiasing for\\n    // the circle. since blur is a ratio of the circle's size and the intent is\\n    // to keep the blur at roughly 1px, the two are inversely related.\\n    v_antialiasblur = 1.0 / u_devicepixelratio / radius;\\n}\\n\"},line:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\nuniform float u_blur;\\n\\nvarying vec2 v_linewidth;\\nvarying vec2 v_normal;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    // Calculate the distance of the pixel from the line in pixels.\\n    float dist = length(v_normal) * v_linewidth.s;\\n\\n    // Calculate the antialiasing fade factor. This is either when fading in\\n    // the line in case of an offset line (v_linewidth.t) or when fading out\\n    // (v_linewidth.s)\\n    float blur = u_blur * v_gamma_scale;\\n    float alpha = clamp(min(dist - (v_linewidth.t - blur), v_linewidth.s - dist) / blur, 0.0, 1.0);\\n\\n    gl_FragColor = u_color * (alpha * u_opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\n// floor(127 / 2) == 63.0\\n// the maximum allowed miter limit is 2.0 at the moment. the extrude normal is\\n// stored in a byte (-128..127). we scale regular normals up to length 63, but\\n// there are also \\\"special\\\" normals that have a bigger length (of up to 126 in\\n// this case).\\n// #define scale 63.0\\n#define scale 0.015873016\\n\\nattribute vec2 a_pos;\\nattribute vec4 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform mediump float u_ratio;\\nuniform mediump float u_linewidth;\\nuniform mediump float u_gapwidth;\\nuniform mediump float u_antialiasing;\\nuniform mediump float u_extra;\\nuniform mat2 u_antialiasingmatrix;\\nuniform mediump float u_offset;\\nuniform mediump float u_blur;\\n\\nvarying vec2 v_normal;\\nvarying vec2 v_linewidth;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_extrude = a_data.xy - 128.0;\\n    float a_direction = mod(a_data.z, 4.0) - 1.0;\\n\\n    // We store the texture normals in the most insignificant bit\\n    // transform y so that 0 => -1 and 1 => 1\\n    // In the texture normal, x is 0 if the normal points straight up/down and 1 if it's a round cap\\n    // y is 1 if the normal points up, and -1 if it points down\\n    mediump vec2 normal = mod(a_pos, 2.0);\\n    normal.y = sign(normal.y - 0.5);\\n    v_normal = normal;\\n\\n    float inset = u_gapwidth + (u_gapwidth > 0.0 ? u_antialiasing : 0.0);\\n    float outset = u_gapwidth + u_linewidth * (u_gapwidth > 0.0 ? 2.0 : 1.0) + u_antialiasing;\\n\\n    // Scale the extrusion vector down to a normal and then up by the line width\\n    // of this vertex.\\n    mediump vec2 dist = outset * a_extrude * scale;\\n\\n    // Calculate the offset when drawing a line that is to the side of the actual line.\\n    // We do this by creating a vector that points towards the extrude, but rotate\\n    // it when we're drawing round end points (a_direction = -1 or 1) since their\\n    // extrude vector points in another direction.\\n    mediump float u = 0.5 * a_direction;\\n    mediump float t = 1.0 - abs(u);\\n    mediump vec2 offset = u_offset * a_extrude * scale * normal.y * mat2(t, -u, u, t);\\n\\n    // Remove the texture normal bit of the position before scaling it with the\\n    // model/view matrix.\\n    gl_Position = u_matrix * vec4(floor(a_pos * 0.5) + (offset + dist) / u_ratio, 0.0, 1.0);\\n\\n    // position of y on the screen\\n    float y = gl_Position.y / gl_Position.w;\\n\\n    // how much features are squished in the y direction by the tilt\\n    float squish_scale = length(a_extrude) / length(u_antialiasingmatrix * a_extrude);\\n\\n    // how much features are squished in all directions by the perspectiveness\\n    float perspective_scale = 1.0 / (1.0 - min(y * u_extra, 0.9));\\n\\n    v_linewidth = vec2(outset, inset);\\n    v_gamma_scale = perspective_scale * squish_scale;\\n}\\n\"},linepattern:{\n",
       "fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform float u_blur;\\n\\nuniform vec2 u_pattern_size_a;\\nuniform vec2 u_pattern_size_b;\\nuniform vec2 u_pattern_tl_a;\\nuniform vec2 u_pattern_br_a;\\nuniform vec2 u_pattern_tl_b;\\nuniform vec2 u_pattern_br_b;\\nuniform float u_fade;\\nuniform float u_opacity;\\n\\nuniform sampler2D u_image;\\n\\nvarying vec2 v_normal;\\nvarying vec2 v_linewidth;\\nvarying float v_linesofar;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    // Calculate the distance of the pixel from the line in pixels.\\n    float dist = length(v_normal) * v_linewidth.s;\\n\\n    // Calculate the antialiasing fade factor. This is either when fading in\\n    // the line in case of an offset line (v_linewidth.t) or when fading out\\n    // (v_linewidth.s)\\n    float blur = u_blur * v_gamma_scale;\\n    float alpha = clamp(min(dist - (v_linewidth.t - blur), v_linewidth.s - dist) / blur, 0.0, 1.0);\\n\\n    float x_a = mod(v_linesofar / u_pattern_size_a.x, 1.0);\\n    float x_b = mod(v_linesofar / u_pattern_size_b.x, 1.0);\\n    float y_a = 0.5 + (v_normal.y * v_linewidth.s / u_pattern_size_a.y);\\n    float y_b = 0.5 + (v_normal.y * v_linewidth.s / u_pattern_size_b.y);\\n    vec2 pos_a = mix(u_pattern_tl_a, u_pattern_br_a, vec2(x_a, y_a));\\n    vec2 pos_b = mix(u_pattern_tl_b, u_pattern_br_b, vec2(x_b, y_b));\\n\\n    vec4 color = mix(texture2D(u_image, pos_a), texture2D(u_image, pos_b), u_fade);\\n\\n    alpha *= u_opacity;\\n\\n    gl_FragColor = color * alpha;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\n// floor(127 / 2) == 63.0\\n// the maximum allowed miter limit is 2.0 at the moment. the extrude normal is\\n// stored in a byte (-128..127). we scale regular normals up to length 63, but\\n// there are also \\\"special\\\" normals that have a bigger length (of up to 126 in\\n// this case).\\n// #define scale 63.0\\n#define scale 0.015873016\\n\\n// We scale the distance before adding it to the buffers so that we can store\\n// long distances for long segments. Use this value to unscale the distance.\\n#define LINE_DISTANCE_SCALE 2.0\\n\\nattribute vec2 a_pos;\\nattribute vec4 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform mediump float u_ratio;\\nuniform mediump float u_linewidth;\\nuniform mediump float u_gapwidth;\\nuniform mediump float u_antialiasing;\\nuniform mediump float u_extra;\\nuniform mat2 u_antialiasingmatrix;\\nuniform mediump float u_offset;\\n\\nvarying vec2 v_normal;\\nvarying vec2 v_linewidth;\\nvarying float v_linesofar;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_extrude = a_data.xy - 128.0;\\n    float a_direction = mod(a_data.z, 4.0) - 1.0;\\n    float a_linesofar = (floor(a_data.z / 4.0) + a_data.w * 64.0) * LINE_DISTANCE_SCALE;\\n\\n    // We store the texture normals in the most insignificant bit\\n    // transform y so that 0 => -1 and 1 => 1\\n    // In the texture normal, x is 0 if the normal points straight up/down and 1 if it's a round cap\\n    // y is 1 if the normal points up, and -1 if it points down\\n    mediump vec2 normal = mod(a_pos, 2.0);\\n    normal.y = sign(normal.y - 0.5);\\n    v_normal = normal;\\n\\n    float inset = u_gapwidth + (u_gapwidth > 0.0 ? u_antialiasing : 0.0);\\n    float outset = u_gapwidth + u_linewidth * (u_gapwidth > 0.0 ? 2.0 : 1.0) + u_antialiasing;\\n\\n    // Scale the extrusion vector down to a normal and then up by the line width\\n    // of this vertex.\\n    mediump vec2 dist = outset * a_extrude * scale;\\n\\n    // Calculate the offset when drawing a line that is to the side of the actual line.\\n    // We do this by creating a vector that points towards the extrude, but rotate\\n    // it when we're drawing round end points (a_direction = -1 or 1) since their\\n    // extrude vector points in another direction.\\n    mediump float u = 0.5 * a_direction;\\n    mediump float t = 1.0 - abs(u);\\n    mediump vec2 offset = u_offset * a_extrude * scale * normal.y * mat2(t, -u, u, t);\\n\\n    // Remove the texture normal bit of the position before scaling it with the\\n    // model/view matrix.\\n    gl_Position = u_matrix * vec4(floor(a_pos * 0.5) + (offset + dist) / u_ratio, 0.0, 1.0);\\n    v_linesofar = a_linesofar;\\n\\n    // position of y on the screen\\n    float y = gl_Position.y / gl_Position.w;\\n\\n    // how much features are squished in the y direction by the tilt\\n    float squish_scale = length(a_extrude) / length(u_antialiasingmatrix * a_extrude);\\n\\n    // how much features are squished in all directions by the perspectiveness\\n    float perspective_scale = 1.0 / (1.0 - min(y * u_extra, 0.9));\\n\\n    v_linewidth = vec2(outset, inset);\\n    v_gamma_scale = perspective_scale * squish_scale;\\n}\\n\"},linesdfpattern:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\n\\nuniform float u_blur;\\nuniform sampler2D u_image;\\nuniform float u_sdfgamma;\\nuniform float u_mix;\\n\\nvarying vec2 v_normal;\\nvarying vec2 v_linewidth;\\nvarying vec2 v_tex_a;\\nvarying vec2 v_tex_b;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    // Calculate the distance of the pixel from the line in pixels.\\n    float dist = length(v_normal) * v_linewidth.s;\\n\\n    // Calculate the antialiasing fade factor. This is either when fading in\\n    // the line in case of an offset line (v_linewidth.t) or when fading out\\n    // (v_linewidth.s)\\n    float blur = u_blur * v_gamma_scale;\\n    float alpha = clamp(min(dist - (v_linewidth.t - blur), v_linewidth.s - dist) / blur, 0.0, 1.0);\\n\\n    float sdfdist_a = texture2D(u_image, v_tex_a).a;\\n    float sdfdist_b = texture2D(u_image, v_tex_b).a;\\n    float sdfdist = mix(sdfdist_a, sdfdist_b, u_mix);\\n    alpha *= smoothstep(0.5 - u_sdfgamma, 0.5 + u_sdfgamma, sdfdist);\\n\\n    gl_FragColor = u_color * (alpha * u_opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\n// floor(127 / 2) == 63.0\\n// the maximum allowed miter limit is 2.0 at the moment. the extrude normal is\\n// stored in a byte (-128..127). we scale regular normals up to length 63, but\\n// there are also \\\"special\\\" normals that have a bigger length (of up to 126 in\\n// this case).\\n// #define scale 63.0\\n#define scale 0.015873016\\n\\n// We scale the distance before adding it to the buffers so that we can store\\n// long distances for long segments. Use this value to unscale the distance.\\n#define LINE_DISTANCE_SCALE 2.0\\n\\nattribute vec2 a_pos;\\nattribute vec4 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform mediump float u_ratio;\\nuniform mediump float u_linewidth;\\nuniform mediump float u_gapwidth;\\nuniform mediump float u_antialiasing;\\nuniform vec2 u_patternscale_a;\\nuniform float u_tex_y_a;\\nuniform vec2 u_patternscale_b;\\nuniform float u_tex_y_b;\\nuniform float u_extra;\\nuniform mat2 u_antialiasingmatrix;\\nuniform mediump float u_offset;\\n\\nvarying vec2 v_normal;\\nvarying vec2 v_linewidth;\\nvarying vec2 v_tex_a;\\nvarying vec2 v_tex_b;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_extrude = a_data.xy - 128.0;\\n    float a_direction = mod(a_data.z, 4.0) - 1.0;\\n    float a_linesofar = (floor(a_data.z / 4.0) + a_data.w * 64.0) * LINE_DISTANCE_SCALE;\\n\\n    // We store the texture normals in the most insignificant bit\\n    // transform y so that 0 => -1 and 1 => 1\\n    // In the texture normal, x is 0 if the normal points straight up/down and 1 if it's a round cap\\n    // y is 1 if the normal points up, and -1 if it points down\\n    mediump vec2 normal = mod(a_pos, 2.0);\\n    normal.y = sign(normal.y - 0.5);\\n    v_normal = normal;\\n\\n    float inset = u_gapwidth + (u_gapwidth > 0.0 ? u_antialiasing : 0.0);\\n    float outset = u_gapwidth + u_linewidth * (u_gapwidth > 0.0 ? 2.0 : 1.0) + u_antialiasing;\\n\\n    // Scale the extrusion vector down to a normal and then up by the line width\\n    // of this vertex.\\n    mediump vec2 dist = outset * a_extrude * scale;\\n\\n    // Calculate the offset when drawing a line that is to the side of the actual line.\\n    // We do this by creating a vector that points towards the extrude, but rotate\\n    // it when we're drawing round end points (a_direction = -1 or 1) since their\\n    // extrude vector points in another direction.\\n    mediump float u = 0.5 * a_direction;\\n    mediump float t = 1.0 - abs(u);\\n    mediump vec2 offset = u_offset * a_extrude * scale * normal.y * mat2(t, -u, u, t);\\n\\n    // Remove the texture normal bit of the position before scaling it with the\\n    // model/view matrix.\\n    gl_Position = u_matrix * vec4(floor(a_pos * 0.5) + (offset + dist) / u_ratio, 0.0, 1.0);\\n\\n    v_tex_a = vec2(a_linesofar * u_patternscale_a.x, normal.y * u_patternscale_a.y + u_tex_y_a);\\n    v_tex_b = vec2(a_linesofar * u_patternscale_b.x, normal.y * u_patternscale_b.y + u_tex_y_b);\\n\\n    // position of y on the screen\\n    float y = gl_Position.y / gl_Position.w;\\n\\n    // how much features are squished in the y direction by the tilt\\n    float squish_scale = length(a_extrude) / length(u_antialiasingmatrix * a_extrude);\\n\\n    // how much features are squished in all directions by the perspectiveness\\n    float perspective_scale = 1.0 / (1.0 - min(y * u_extra, 0.9));\\n\\n    v_linewidth = vec2(outset, inset);\\n    v_gamma_scale = perspective_scale * squish_scale;\\n}\\n\"},outline:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\n#pragma mapbox: define lowp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\n\\nvarying vec2 v_pos;\\n\\nvoid main() {\\n    #pragma mapbox: initialize lowp vec4 outline_color\\n    #pragma mapbox: initialize lowp float opacity\\n\\n    float dist = length(v_pos - gl_FragCoord.xy);\\n    float alpha = smoothstep(1.0, 0.0, dist);\\n    gl_FragColor = outline_color * (alpha * opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nattribute vec2 a_pos;\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_world;\\n\\nvarying vec2 v_pos;\\n\\n#pragma mapbox: define lowp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\n\\nvoid main() {\\n    #pragma mapbox: initialize lowp vec4 outline_color\\n    #pragma mapbox: initialize lowp float opacity\\n\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    v_pos = (gl_Position.xy / gl_Position.w + 1.0) / 2.0 * u_world;\\n}\\n\"},outlinepattern:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform float u_opacity;\\nuniform vec2 u_pattern_tl_a;\\nuniform vec2 u_pattern_br_a;\\nuniform vec2 u_pattern_tl_b;\\nuniform vec2 u_pattern_br_b;\\nuniform float u_mix;\\n\\nuniform sampler2D u_image;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\nvarying vec2 v_pos;\\n\\nvoid main() {\\n    vec2 imagecoord = mod(v_pos_a, 1.0);\\n    vec2 pos = mix(u_pattern_tl_a, u_pattern_br_a, imagecoord);\\n    vec4 color1 = texture2D(u_image, pos);\\n\\n    vec2 imagecoord_b = mod(v_pos_b, 1.0);\\n    vec2 pos2 = mix(u_pattern_tl_b, u_pattern_br_b, imagecoord_b);\\n    vec4 color2 = texture2D(u_image, pos2);\\n\\n    // find distance to outline for alpha interpolation\\n\\n    float dist = length(v_pos - gl_FragCoord.xy);\\n    float alpha = smoothstep(1.0, 0.0, dist);\\n    \\n\\n    gl_FragColor = mix(color1, color2, u_mix) * alpha * u_opacity;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform vec2 u_pattern_size_a;\\nuniform vec2 u_pattern_size_b;\\nuniform vec2 u_pixel_coord_upper;\\nuniform vec2 u_pixel_coord_lower;\\nuniform float u_scale_a;\\nuniform float u_scale_b;\\nuniform float u_tile_units_to_pixels;\\n\\nattribute vec2 a_pos;\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_world;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\nvarying vec2 v_pos;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    vec2 scaled_size_a = u_scale_a * u_pattern_size_a;\\n    vec2 scaled_size_b = u_scale_b * u_pattern_size_b;\\n\\n    // the correct offset needs to be calculated.\\n    //\\n    // The offset depends on how many pixels are between the world origin and\\n    // the edge of the tile:\\n    // vec2 offset = mod(pixel_coord, size)\\n    //\\n    // At high zoom levels there are a ton of pixels between the world origin\\n    // and the edge of the tile. The glsl spec only guarantees 16 bits of\\n    // precision for highp floats. We need more than that.\\n    //\\n    // The pixel_coord is passed in as two 16 bit values:\\n    // pixel_coord_upper = floor(pixel_coord / 2^16)\\n    // pixel_coord_lower = mod(pixel_coord, 2^16)\\n    //\\n    // The offset is calculated in a series of steps that should preserve this precision:\\n    vec2 offset_a = mod(mod(mod(u_pixel_coord_upper, scaled_size_a) * 256.0, scaled_size_a) * 256.0 + u_pixel_coord_lower, scaled_size_a);\\n    vec2 offset_b = mod(mod(mod(u_pixel_coord_upper, scaled_size_b) * 256.0, scaled_size_b) * 256.0 + u_pixel_coord_lower, scaled_size_b);\\n\\n    v_pos_a = (u_tile_units_to_pixels * a_pos + offset_a) / scaled_size_a;\\n    v_pos_b = (u_tile_units_to_pixels * a_pos + offset_b) / scaled_size_b;\\n\\n    v_pos = (gl_Position.xy / gl_Position.w + 1.0) / 2.0 * u_world;\\n}\\n\"},pattern:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform float u_opacity;\\nuniform vec2 u_pattern_tl_a;\\nuniform vec2 u_pattern_br_a;\\nuniform vec2 u_pattern_tl_b;\\nuniform vec2 u_pattern_br_b;\\nuniform float u_mix;\\n\\nuniform sampler2D u_image;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\n\\nvoid main() {\\n\\n    vec2 imagecoord = mod(v_pos_a, 1.0);\\n    vec2 pos = mix(u_pattern_tl_a, u_pattern_br_a, imagecoord);\\n    vec4 color1 = texture2D(u_image, pos);\\n\\n    vec2 imagecoord_b = mod(v_pos_b, 1.0);\\n    vec2 pos2 = mix(u_pattern_tl_b, u_pattern_br_b, imagecoord_b);\\n    vec4 color2 = texture2D(u_image, pos2);\\n\\n    gl_FragColor = mix(color1, color2, u_mix) * u_opacity;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_pattern_size_a;\\nuniform vec2 u_pattern_size_b;\\nuniform vec2 u_pixel_coord_upper;\\nuniform vec2 u_pixel_coord_lower;\\nuniform float u_scale_a;\\nuniform float u_scale_b;\\nuniform float u_tile_units_to_pixels;\\n\\nattribute vec2 a_pos;\\n\\nvarying vec2 v_pos_a;\\nvarying vec2 v_pos_b;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    vec2 scaled_size_a = u_scale_a * u_pattern_size_a;\\n    vec2 scaled_size_b = u_scale_b * u_pattern_size_b;\\n\\n    // the correct offset needs to be calculated.\\n    //\\n    // The offset depends on how many pixels are between the world origin and\\n    // the edge of the tile:\\n    // vec2 offset = mod(pixel_coord, size)\\n    //\\n    // At high zoom levels there are a ton of pixels between the world origin\\n    // and the edge of the tile. The glsl spec only guarantees 16 bits of\\n    // precision for highp floats. We need more than that.\\n    //\\n    // The pixel_coord is passed in as two 16 bit values:\\n    // pixel_coord_upper = floor(pixel_coord / 2^16)\\n    // pixel_coord_lower = mod(pixel_coord, 2^16)\\n    //\\n    // The offset is calculated in a series of steps that should preserve this precision:\\n    vec2 offset_a = mod(mod(mod(u_pixel_coord_upper, scaled_size_a) * 256.0, scaled_size_a) * 256.0 + u_pixel_coord_lower, scaled_size_a);\\n    vec2 offset_b = mod(mod(mod(u_pixel_coord_upper, scaled_size_b) * 256.0, scaled_size_b) * 256.0 + u_pixel_coord_lower, scaled_size_b);\\n\\n    v_pos_a = (u_tile_units_to_pixels * a_pos + offset_a) / scaled_size_a;\\n    v_pos_b = (u_tile_units_to_pixels * a_pos + offset_b) / scaled_size_b;\\n}\\n\"},raster:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform float u_opacity0;\\nuniform float u_opacity1;\\nuniform sampler2D u_image0;\\nuniform sampler2D u_image1;\\nvarying vec2 v_pos0;\\nvarying vec2 v_pos1;\\n\\nuniform float u_brightness_low;\\nuniform float u_brightness_high;\\n\\nuniform float u_saturation_factor;\\nuniform float u_contrast_factor;\\nuniform vec3 u_spin_weights;\\n\\nvoid main() {\\n\\n    // read and cross-fade colors from the main and parent tiles\\n    vec4 color0 = texture2D(u_image0, v_pos0);\\n    vec4 color1 = texture2D(u_image1, v_pos1);\\n    vec4 color = color0 * u_opacity0 + color1 * u_opacity1;\\n    vec3 rgb = color.rgb;\\n\\n    // spin\\n    rgb = vec3(\\n        dot(rgb, u_spin_weights.xyz),\\n        dot(rgb, u_spin_weights.zxy),\\n        dot(rgb, u_spin_weights.yzx));\\n\\n    // saturation\\n    float average = (color.r + color.g + color.b) / 3.0;\\n    rgb += (average - rgb) * u_saturation_factor;\\n\\n    // contrast\\n    rgb = (rgb - 0.5) * u_contrast_factor + 0.5;\\n\\n    // brightness\\n    vec3 u_high_vec = vec3(u_brightness_low, u_brightness_low, u_brightness_low);\\n    vec3 u_low_vec = vec3(u_brightness_high, u_brightness_high, u_brightness_high);\\n\\n    gl_FragColor = vec4(mix(u_high_vec, u_low_vec, rgb), color.a);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform mat4 u_matrix;\\nuniform vec2 u_tl_parent;\\nuniform float u_scale_parent;\\nuniform float u_buffer_scale;\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_texture_pos;\\n\\nvarying vec2 v_pos0;\\nvarying vec2 v_pos1;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos, 0, 1);\\n    v_pos0 = (((a_texture_pos / 32767.0) - 0.5) / u_buffer_scale ) + 0.5;\\n    v_pos1 = (v_pos0 * u_scale_parent) + u_tl_parent;\\n}\\n\"},icon:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform sampler2D u_texture;\\nuniform sampler2D u_fadetexture;\\nuniform lowp float u_opacity;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\n\\nvoid main() {\\n    lowp float alpha = texture2D(u_fadetexture, v_fade_tex).a * u_opacity;\\n    gl_FragColor = texture2D(u_texture, v_tex) * alpha;\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_offset;\\nattribute vec2 a_texture_pos;\\nattribute vec4 a_data;\\n\\n\\n// matrix is for the vertex position.\\nuniform mat4 u_matrix;\\n\\nuniform mediump float u_zoom;\\nuniform bool u_rotate_with_map;\\nuniform vec2 u_extrude_scale;\\n\\nuniform vec2 u_texsize;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\n\\nvoid main() {\\n    vec2 a_tex = a_texture_pos.xy;\\n    mediump float a_labelminzoom = a_data[0];\\n    mediump vec2 a_zoom = a_data.pq;\\n    mediump float a_minzoom = a_zoom[0];\\n    mediump float a_maxzoom = a_zoom[1];\\n\\n    // u_zoom is the current zoom level adjusted for the change in font size\\n    mediump float z = 2.0 - step(a_minzoom, u_zoom) - (1.0 - step(a_maxzoom, u_zoom));\\n\\n    vec2 extrude = u_extrude_scale * (a_offset / 64.0);\\n    if (u_rotate_with_map) {\\n        gl_Position = u_matrix * vec4(a_pos + extrude, 0, 1);\\n        gl_Position.z += z * gl_Position.w;\\n    } else {\\n        gl_Position = u_matrix * vec4(a_pos, 0, 1) + vec4(extrude, 0, 0);\\n    }\\n\\n    v_tex = a_tex / u_texsize;\\n    v_fade_tex = vec2(a_labelminzoom / 255.0, 0.0);\\n}\\n\"},sdf:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform sampler2D u_texture;\\nuniform sampler2D u_fadetexture;\\nuniform lowp vec4 u_color;\\nuniform lowp float u_opacity;\\nuniform lowp float u_buffer;\\nuniform lowp float u_gamma;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    lowp float dist = texture2D(u_texture, v_tex).a;\\n    lowp float fade_alpha = texture2D(u_fadetexture, v_fade_tex).a;\\n    lowp float gamma = u_gamma * v_gamma_scale;\\n    lowp float alpha = smoothstep(u_buffer - gamma, u_buffer + gamma, dist) * fade_alpha;\\n\\n    gl_FragColor = u_color * (alpha * u_opacity);\\n\\n#ifdef OVERDRAW_INSPECTOR\\n    gl_FragColor = vec4(1.0);\\n#endif\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nconst float PI = 3.141592653589793;\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_offset;\\nattribute vec2 a_texture_pos;\\nattribute vec4 a_data;\\n\\n\\n// matrix is for the vertex position.\\nuniform mat4 u_matrix;\\n\\nuniform mediump float u_zoom;\\nuniform bool u_rotate_with_map;\\nuniform bool u_pitch_with_map;\\nuniform mediump float u_pitch;\\nuniform mediump float u_bearing;\\nuniform mediump float u_aspect_ratio;\\nuniform vec2 u_extrude_scale;\\n\\nuniform vec2 u_texsize;\\n\\nvarying vec2 v_tex;\\nvarying vec2 v_fade_tex;\\nvarying float v_gamma_scale;\\n\\nvoid main() {\\n    vec2 a_tex = a_texture_pos.xy;\\n    mediump float a_labelminzoom = a_data[0];\\n    mediump vec2 a_zoom = a_data.pq;\\n    mediump float a_minzoom = a_zoom[0];\\n    mediump float a_maxzoom = a_zoom[1];\\n\\n    // u_zoom is the current zoom level adjusted for the change in font size\\n    mediump float z = 2.0 - step(a_minzoom, u_zoom) - (1.0 - step(a_maxzoom, u_zoom));\\n\\n    // pitch-alignment: map\\n    // rotation-alignment: map | viewport\\n    if (u_pitch_with_map) {\\n        lowp float angle = u_rotate_with_map ? (a_data[1] / 256.0 * 2.0 * PI) : u_bearing;\\n        lowp float asin = sin(angle);\\n        lowp float acos = cos(angle);\\n        mat2 RotationMatrix = mat2(acos, asin, -1.0 * asin, acos);\\n        vec2 offset = RotationMatrix * a_offset;\\n        vec2 extrude = u_extrude_scale * (offset / 64.0);\\n        gl_Position = u_matrix * vec4(a_pos + extrude, 0, 1);\\n        gl_Position.z += z * gl_Position.w;\\n    // pitch-alignment: viewport\\n    // rotation-alignment: map\\n    } else if (u_rotate_with_map) {\\n        // foreshortening factor to apply on pitched maps\\n        // as a label goes from horizontal <=> vertical in angle\\n        // it goes from 0% foreshortening to up to around 70% foreshortening\\n        lowp float pitchfactor = 1.0 - cos(u_pitch * sin(u_pitch * 0.75));\\n\\n        lowp float lineangle = a_data[1] / 256.0 * 2.0 * PI;\\n\\n        // use the lineangle to position points a,b along the line\\n        // project the points and calculate the label angle in projected space\\n        // this calculation allows labels to be rendered unskewed on pitched maps\\n        vec4 a = u_matrix * vec4(a_pos, 0, 1);\\n        vec4 b = u_matrix * vec4(a_pos + vec2(cos(lineangle),sin(lineangle)), 0, 1);\\n        lowp float angle = atan((b[1]/b[3] - a[1]/a[3])/u_aspect_ratio, b[0]/b[3] - a[0]/a[3]);\\n        lowp float asin = sin(angle);\\n        lowp float acos = cos(angle);\\n        mat2 RotationMatrix = mat2(acos, -1.0 * asin, asin, acos);\\n\\n        vec2 offset = RotationMatrix * (vec2((1.0-pitchfactor)+(pitchfactor*cos(angle*2.0)), 1.0) * a_offset);\\n        vec2 extrude = u_extrude_scale * (offset / 64.0);\\n        gl_Position = u_matrix * vec4(a_pos, 0, 1) + vec4(extrude, 0, 0);\\n        gl_Position.z += z * gl_Position.w;\\n    // pitch-alignment: viewport\\n    // rotation-alignment: viewport\\n    } else {\\n        vec2 extrude = u_extrude_scale * (a_offset / 64.0);\\n        gl_Position = u_matrix * vec4(a_pos, 0, 1) + vec4(extrude, 0, 0);\\n    }\\n\\n    v_gamma_scale = (gl_Position.w - 0.5);\\n\\n    v_tex = a_tex / u_texsize;\\n    v_fade_tex = vec2(a_labelminzoom / 255.0, 0.0);\\n}\\n\"},collisionbox:{fragmentSource:\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nuniform float u_zoom;\\nuniform float u_maxzoom;\\n\\nvarying float v_max_zoom;\\nvarying float v_placement_zoom;\\n\\nvoid main() {\\n\\n    float alpha = 0.5;\\n\\n    gl_FragColor = vec4(0.0, 1.0, 0.0, 1.0) * alpha;\\n\\n    if (v_placement_zoom > u_zoom) {\\n        gl_FragColor = vec4(1.0, 0.0, 0.0, 1.0) * alpha;\\n    }\\n\\n    if (u_zoom >= v_max_zoom) {\\n        gl_FragColor = vec4(0.0, 0.0, 0.0, 1.0) * alpha * 0.25;\\n    }\\n\\n    if (v_placement_zoom >= u_maxzoom) {\\n        gl_FragColor = vec4(0.0, 0.0, 1.0, 1.0) * alpha * 0.2;\\n    }\\n}\\n\",vertexSource:\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#define lowp\\n#define mediump\\n#define highp\\n#endif\\n\\nattribute vec2 a_pos;\\nattribute vec2 a_extrude;\\nattribute vec2 a_data;\\n\\nuniform mat4 u_matrix;\\nuniform float u_scale;\\n\\nvarying float v_max_zoom;\\nvarying float v_placement_zoom;\\n\\nvoid main() {\\n    gl_Position = u_matrix * vec4(a_pos + a_extrude / u_scale, 0.0, 1.0);\\n\\n    v_max_zoom = a_data.x;\\n    v_placement_zoom = a_data.y;\\n}\\n\"}},e.exports.util=\"float evaluate_zoom_function_1(const vec4 values, const float t) {\\n    if (t < 1.0) {\\n        return mix(values[0], values[1], t);\\n    } else if (t < 2.0) {\\n        return mix(values[1], values[2], t - 1.0);\\n    } else {\\n        return mix(values[2], values[3], t - 2.0);\\n    }\\n}\\nvec4 evaluate_zoom_function_4(const vec4 value0, const vec4 value1, const vec4 value2, const vec4 value3, const float t) {\\n    if (t < 1.0) {\\n        return mix(value0, value1, t);\\n    } else if (t < 2.0) {\\n        return mix(value1, value2, t - 1.0);\\n    } else {\\n        return mix(value2, value3, t - 2.0);\\n    }\\n}\\n\"},{path:476}],304:[function(t,e,r){\"use strict\";function n(t,e){this.message=(t?t+\": \":\"\")+i.apply(i,Array.prototype.slice.call(arguments,2)),null!==e&&void 0!==e&&e.__line__&&(this.line=e.__line__)}var i=t(\"util\").format;e.exports=n},{util:549}],305:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1;e<arguments.length;e++){var r=arguments[e];for(var n in r)t[n]=r[n]}return t}},{}],306:[function(t,e,r){\"use strict\";e.exports=function(t){return t instanceof Number?\"number\":t instanceof String?\"string\":t instanceof Boolean?\"boolean\":Array.isArray(t)?\"array\":null===t?\"null\":typeof t}},{}],307:[function(t,e,r){\"use strict\";e.exports=function(t){return t instanceof Number||t instanceof String||t instanceof Boolean?t.valueOf():t}},{}],308:[function(t,e,r){\"use strict\";var n=t(\"../error/validation_error\"),i=t(\"../util/get_type\"),a=t(\"../util/extend\");e.exports=function(e){var 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h=2;h<s.length;h++)r=a(s[h]),\"$type\"==s[1]?c=c.concat(i({key:l+\"[\"+h+\"]\",value:s[h],valueSpec:u.geometry_type,style:e.style,styleSpec:e.styleSpec})):\"string\"===r&&\"@\"===s[h][0]?c.push(new n(l+\"[\"+h+\"]\",s[h],\"filter value cannot be a constant\")):\"string\"!==r&&\"number\"!==r&&\"boolean\"!==r&&c.push(new n(l+\"[\"+h+\"]\",s[h],\"string, number, or boolean expected, %s found\",r));break;case\"any\":case\"all\":case\"none\":for(h=1;h<s.length;h++)c=c.concat(t({key:l+\"[\"+h+\"]\",value:s[h],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":r=a(s[1]),2!==s.length?c.push(new n(l,s,'filter array for \"%s\" operator must have 2 elements',s[0])):\"string\"!==r?c.push(new n(l+\"[1]\",s[1],\"string expected, %s found\",r)):\"@\"===s[1][0]&&c.push(new n(l+\"[1]\",s[1],\"filter key cannot be a constant\"))}return c}},{\"../error/validation_error\":304,\"../util/get_type\":306,\n",
       "\"../util/unbundle_jsonlint\":307,\"./validate_enum\":313}],315:[function(t,e,r){\"use strict\";var n=t(\"../error/validation_error\"),i=t(\"../util/get_type\"),a=t(\"./validate\"),o=t(\"./validate_object\"),s=t(\"./validate_array\"),l=t(\"./validate_number\");e.exports=function(t){function e(t){var e=[],a=t.value;return e=e.concat(s({key:t.key,value:a,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:r})),\"array\"===i(a)&&0===a.length&&e.push(new n(t.key,a,\"array must have at least one stop\")),e}function r(t){var e=[],r=t.value,s=t.key;if(\"array\"!==i(r))return[new n(s,r,\"array expected, %s found\",i(r))];if(2!==r.length)return[new n(s,r,\"array length %d expected, length %d found\",2,r.length)];var f=i(r[0]);if(c||(c=f),f!==c)return[new n(s,r,\"%s stop key type must match previous stop key type %s\",f,c)];if(\"object\"===f){if(void 0===r[0].zoom)return[new n(s,r,\"object stop key must have zoom\")];if(void 0===r[0].value)return[new 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e=this.arrayGroups[t],r=0;r<e.length;r++)if(!e[r].isEmpty())return!1;return!0},n.prototype.getTransferables=function(t){for(var e in this.arrayGroups)for(var r=this.arrayGroups[e],n=0;n<r.length;n++)r[n].getTransferables(t)},n.prototype.setUniforms=function(t,e,r,n,i){for(var a=this.paintAttributes[e][n.id].uniforms,o=0;o<a.length;o++){var s=a[o],l=r[s.name];t[\"uniform\"+s.components+\"fv\"](l,s.getValue(n,i))}},n.prototype.serialize=function(){return{layerId:this.layer.id,zoom:this.zoom,arrays:c.mapObject(this.arrayGroups,function(t){return t.map(function(t){return t.serialize()})}),paintVertexArrayTypes:c.mapObject(this.paintVertexArrayTypes,function(t){return c.mapObject(t,function(t){return t.serialize()})}),childLayerIds:this.childLayers.map(function(t){return t.id})}},n.prototype.createFilter=function(){this.filter||(this.filter=s(this.layer.filter))};var d={lastIntegerZoom:1/0,lastIntegerZoomTime:0,lastZoom:0};n.prototype.recalculateStyleLayers=function(){for(var t=0;t<this.childLayers.length;t++)this.childLayers[t].recalculate(this.zoom,d)},n.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a=0;a<this.childLayers.length;a++)for(var o=this.childLayers[a],s=this.arrayGroups[t],l=n.index;l<s.length;l++){var u=s[l],c=u.layoutVertexArray.length,h=u.paintVertexArrays[o.id];h.resize(c);for(var f=this.paintAttributes[t][o.id].attributes,d=0;d<f.length;d++)for(var p=f[d],m=p.getValue(o,e,r),g=p.multiplier||1,v=p.components||1,y=l===n.index?i:0,b=y;b<c;b++)for(var x=h.get(b),_=0;_<v;_++){var w=v>1?p.name+_:p.name;x[w]=m[_]*g}}},n.VertexArrayType=function(t){return new h({members:t,alignment:4})},n.ElementArrayType=function(t){return new h({members:[{type:\"Uint16\",name:\"vertices\",components:t||3}]})}},{\"../util/struct_array\":440,\"../util/util\":442,\"./array_group\":328,\"./bucket/circle_bucket\":330,\"./bucket/fill_bucket\":331,\"./bucket/line_bucket\":332,\"./bucket/symbol_bucket\":333,\"./buffer_group\":335,assert:47,\"feature-filter\":132}],330:[function(t,e,r){\"use strict\";function n(){i.apply(this,arguments)}var i=t(\"../bucket\"),a=t(\"../../util/util\"),o=t(\"../load_geometry\"),s=i.EXTENT;e.exports=n,n.prototype=a.inherit(i,{}),n.prototype.addCircleVertex=function(t,e,r,n,i){return t.emplaceBack(2*e+(n+1)/2,2*r+(i+1)/2)},n.prototype.programInterfaces={circle:{layoutVertexArrayType:new i.VertexArrayType([{name:\"a_pos\",components:2,type:\"Int16\"}]),elementArrayType:new i.ElementArrayType,paintAttributes:[{name:\"a_color\",components:4,type:\"Uint8\",getValue:function(t,e,r){return t.getPaintValue(\"circle-color\",e,r)},multiplier:255,paintProperty:\"circle-color\"},{name:\"a_radius\",components:1,type:\"Uint16\",isLayerConstant:!1,getValue:function(t,e,r){return[t.getPaintValue(\"circle-radius\",e,r)]},multiplier:10,paintProperty:\"circle-radius\"},{name:\"a_blur\",components:1,type:\"Uint16\",isLayerConstant:!1,getValue:function(t,e,r){return[t.getPaintValue(\"circle-blur\",e,r)]},multiplier:10,paintProperty:\"circle-blur\"},{name:\"a_opacity\",components:1,type:\"Uint16\",isLayerConstant:!1,getValue:function(t,e,r){return[t.getPaintValue(\"circle-opacity\",e,r)]},multiplier:255,paintProperty:\"circle-opacity\"}]}},n.prototype.addFeature=function(t){for(var e={zoom:this.zoom},r=o(t),n=this.prepareArrayGroup(\"circle\",0),i=n.layoutVertexArray.length,a=0;a<r.length;a++)for(var l=0;l<r[a].length;l++){var u=r[a][l].x,c=r[a][l].y;if(!(u<0||u>=s||c<0||c>=s)){var h=this.prepareArrayGroup(\"circle\",4),f=h.layoutVertexArray,d=this.addCircleVertex(f,u,c,-1,-1);this.addCircleVertex(f,u,c,1,-1),this.addCircleVertex(f,u,c,1,1),this.addCircleVertex(f,u,c,-1,1),h.elementArray.emplaceBack(d,d+1,d+2),h.elementArray.emplaceBack(d,d+3,d+2)}}this.populatePaintArrays(\"circle\",e,t.properties,n,i)}},{\"../../util/util\":442,\"../bucket\":329,\"../load_geometry\":337}],331:[function(t,e,r){\"use strict\";function n(){i.apply(this,arguments)}var i=t(\"../bucket\"),a=t(\"../../util/util\"),o=t(\"../load_geometry\"),s=t(\"earcut\"),l=t(\"../../util/classify_rings\");e.exports=n,n.prototype=a.inherit(i,{}),n.prototype.programInterfaces={fill:{layoutVertexArrayType:new i.VertexArrayType([{name:\"a_pos\",components:2,type:\"Int16\"}]),elementArrayType:new i.ElementArrayType(1),elementArrayType2:new i.ElementArrayType(2),paintAttributes:[{name:\"a_color\",components:4,type:\"Uint8\",getValue:function(t,e,r){return t.getPaintValue(\"fill-color\",e,r)},multiplier:255,paintProperty:\"fill-color\"},{name:\"a_outline_color\",components:4,type:\"Uint8\",getValue:function(t,e,r){return t.getPaintValue(\"fill-outline-color\",e,r)},multiplier:255,paintProperty:\"fill-outline-color\"},{name:\"a_opacity\",components:1,type:\"Uint8\",getValue:function(t,e,r){return[t.getPaintValue(\"fill-opacity\",e,r)]},multiplier:255,paintProperty:\"fill-opacity\"}]}},n.prototype.addFeature=function(t){for(var e=o(t),r=l(e,500),n=this.prepareArrayGroup(\"fill\",0),i=n.layoutVertexArray.length,a=0;a<r.length;a++)this.addPolygon(r[a]);this.populatePaintArrays(\"fill\",{zoom:this.zoom},t.properties,n,i)},n.prototype.addPolygon=function(t){for(var e=0,r=0;r<t.length;r++)e+=t[r].length;for(var n=this.prepareArrayGroup(\"fill\",e),i=[],a=[],o=n.layoutVertexArray.length,l=0;l<t.length;l++){var u=t[l];l>0&&a.push(i.length/2);for(var c=0;c<u.length;c++){var h=u[c],f=n.layoutVertexArray.emplaceBack(h.x,h.y);c>=1&&n.elementArray2.emplaceBack(f-1,f),i.push(h.x),i.push(h.y)}}for(var d=s(i,a),p=0;p<d.length;p++)n.elementArray.emplaceBack(d[p]+o)}},{\"../../util/classify_rings\":430,\"../../util/util\":442,\"../bucket\":329,\"../load_geometry\":337,earcut:126}],332:[function(t,e,r){\"use strict\";function n(){i.apply(this,arguments)}var i=t(\"../bucket\"),a=t(\"../../util/util\"),o=t(\"../load_geometry\"),s=i.EXTENT,l=Math.cos(Math.PI/180*37.5),u=Math.pow(2,14)/.5;e.exports=n,n.prototype=a.inherit(i,{}),n.prototype.addLineVertex=function(t,e,r,n,i,a,o){return t.emplaceBack(e.x<<1|n,e.y<<1|i,Math.round(63*r.x)+128,Math.round(63*r.y)+128,1+(0===a?0:a<0?-1:1)|(.5*o&63)<<2,.5*o>>6)},n.prototype.programInterfaces={line:{layoutVertexArrayType:new i.VertexArrayType([{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}]),elementArrayType:new i.ElementArrayType}},n.prototype.addFeature=function(t){for(var e=o(t,15),r=0;r<e.length;r++)this.addLine(e[r],this.layer.layout[\"line-join\"],this.layer.layout[\"line-cap\"],this.layer.layout[\"line-miter-limit\"],this.layer.layout[\"line-round-limit\"])},n.prototype.addLine=function(t,e,r,n,i){for(var a=t.length;a>2&&t[a-1].equals(t[a-2]);)a--;if(!(t.length<2)){\"bevel\"===e&&(n=1.05);var o=s/(512*this.overscaling)*15,u=t[0],c=t[a-1],h=u.equals(c);if(this.prepareArrayGroup(\"line\",10*a),2!==a||!h){this.distance=0;var f,d,p,m,g,v,y,b=r,x=h?\"butt\":r,_=!0;this.e1=this.e2=this.e3=-1,h&&(f=t[a-2],g=u.sub(f)._unit()._perp());for(var w=0;w<a;w++)if(!(p=h&&w===a-1?t[1]:t[w+1])||!t[w].equals(p)){g&&(m=g),f&&(d=f),f=t[w],g=p?p.sub(f)._unit()._perp():m,m=m||g;var M=m.add(g)._unit(),k=M.x*g.x+M.y*g.y,A=1/k,T=k<l&&d&&p;if(T&&w>0){var S=f.dist(d);if(S>2*o){var E=f.sub(f.sub(d)._mult(o/S)._round());this.distance+=E.dist(d),this.addCurrentVertex(E,this.distance,m.mult(1),0,0,!1),d=E}}var L=d&&p,C=L?e:p?b:x;if(L&&\"round\"===C&&(A<i?C=\"miter\":A<=2&&(C=\"fakeround\")),\"miter\"===C&&A>n&&(C=\"bevel\"),\"bevel\"===C&&(A>2&&(C=\"flipbevel\"),A<n&&(C=\"miter\")),d&&(this.distance+=f.dist(d)),\"miter\"===C)M._mult(A),this.addCurrentVertex(f,this.distance,M,0,0,!1);else if(\"flipbevel\"===C){if(A>100)M=g.clone();else{var I=m.x*g.y-m.y*g.x>0?-1:1,z=A*m.add(g).mag()/m.sub(g).mag();M._perp()._mult(z*I)}this.addCurrentVertex(f,this.distance,M,0,0,!1),this.addCurrentVertex(f,this.distance,M.mult(-1),0,0,!1)}else if(\"bevel\"===C||\"fakeround\"===C){var D=m.x*g.y-m.y*g.x>0,P=-Math.sqrt(A*A-1);if(D?(y=0,v=P):(v=0,y=P),_||this.addCurrentVertex(f,this.distance,m,v,y,!1),\"fakeround\"===C){for(var O,R=Math.floor(8*(.5-(k-.5))),F=0;F<R;F++)O=g.mult((F+1)/(R+1))._add(m)._unit(),this.addPieSliceVertex(f,this.distance,O,D);this.addPieSliceVertex(f,this.distance,M,D);for(var j=R-1;j>=0;j--)O=m.mult((j+1)/(R+1))._add(g)._unit(),this.addPieSliceVertex(f,this.distance,O,D)}p&&this.addCurrentVertex(f,this.distance,g,-v,-y,!1)}else\"butt\"===C?(_||this.addCurrentVertex(f,this.distance,m,0,0,!1),p&&this.addCurrentVertex(f,this.distance,g,0,0,!1)):\"square\"===C?(_||(this.addCurrentVertex(f,this.distance,m,1,1,!1),this.e1=this.e2=-1),p&&this.addCurrentVertex(f,this.distance,g,-1,-1,!1)):\"round\"===C&&(_||(this.addCurrentVertex(f,this.distance,m,0,0,!1),this.addCurrentVertex(f,this.distance,m,1,1,!0),this.e1=this.e2=-1),p&&(this.addCurrentVertex(f,this.distance,g,-1,-1,!0),this.addCurrentVertex(f,this.distance,g,0,0,!1)));if(T&&w<a-1){var N=f.dist(p);if(N>2*o){var B=f.add(p.sub(f)._mult(o/N)._round());this.distance+=B.dist(f),this.addCurrentVertex(B,this.distance,g.mult(1),0,0,!1),f=B}}_=!1}}}},n.prototype.addCurrentVertex=function(t,e,r,n,i,a){var o,s=a?1:0,l=this.arrayGroups.line[this.arrayGroups.line.length-1],c=l.layoutVertexArray,h=l.elementArray;o=r.clone(),n&&o._sub(r.perp()._mult(n)),this.e3=this.addLineVertex(c,t,o,s,0,n,e),this.e1>=0&&this.e2>=0&&h.emplaceBack(this.e1,this.e2,this.e3),this.e1=this.e2,this.e2=this.e3,o=r.mult(-1),i&&o._sub(r.perp()._mult(i)),this.e3=this.addLineVertex(c,t,o,s,1,-i,e),this.e1>=0&&this.e2>=0&&h.emplaceBack(this.e1,this.e2,this.e3),this.e1=this.e2,this.e2=this.e3,e>u/2&&(this.distance=0,this.addCurrentVertex(t,this.distance,r,n,i,a))},n.prototype.addPieSliceVertex=function(t,e,r,n){var i=n?1:0;r=r.mult(n?-1:1);var a=this.arrayGroups.line[this.arrayGroups.line.length-1],o=a.layoutVertexArray,s=a.elementArray;this.e3=this.addLineVertex(o,t,r,0,i,0,e),this.e1>=0&&this.e2>=0&&s.emplaceBack(this.e1,this.e2,this.e3),n?this.e2=this.e3:this.e1=this.e3}},{\"../../util/util\":442,\"../bucket\":329,\"../load_geometry\":337}],333:[function(t,e,r){\"use strict\";function n(t){o.apply(this,arguments),this.showCollisionBoxes=t.showCollisionBoxes,this.overscaling=t.overscaling,this.collisionBoxArray=t.collisionBoxArray,this.symbolQuadsArray=t.symbolQuadsArray,this.symbolInstancesArray=t.symbolInstancesArray,this.sdfIcons=t.sdfIcons,this.iconsNeedLinear=t.iconsNeedLinear,this.adjustedTextSize=t.adjustedTextSize,this.adjustedIconSize=t.adjustedIconSize,this.fontstack=t.fontstack}function i(t,e,r,n,i,a,o,s,l,u,c){return t.emplaceBack(e,r,Math.round(64*n),Math.round(64*i),a/4,o/4,10*(u||0),c,10*(s||0),10*Math.min(l||25,25))}var a=t(\"point-geometry\"),o=t(\"../bucket\"),s=t(\"../../symbol/anchor\"),l=t(\"../../symbol/get_anchors\"),u=t(\"../../util/token\"),c=t(\"../../symbol/quads\"),h=t(\"../../symbol/shaping\"),f=t(\"../../symbol/resolve_text\"),d=t(\"../../symbol/mergelines\"),p=t(\"../../symbol/clip_line\"),m=t(\"../../util/util\"),g=t(\"../load_geometry\"),v=t(\"../../symbol/collision_feature\"),y=h.shapeText,b=h.shapeIcon,x=c.getGlyphQuads,_=c.getIconQuads,w=o.EXTENT;e.exports=n,n.MAX_QUADS=65535,n.prototype=m.inherit(o,{}),n.prototype.serialize=function(){var t=o.prototype.serialize.apply(this);return t.sdfIcons=this.sdfIcons,t.iconsNeedLinear=this.iconsNeedLinear,t.adjustedTextSize=this.adjustedTextSize,t.adjustedIconSize=this.adjustedIconSize,t.fontstack=this.fontstack,t};var M=new o.VertexArrayType([{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_offset\",components:2,type:\"Int16\"},{name:\"a_texture_pos\",components:2,type:\"Uint16\"},{name:\"a_data\",components:4,type:\"Uint8\"}]),k=new o.ElementArrayType;n.prototype.addCollisionBoxVertex=function(t,e,r,n,i){return t.emplaceBack(e.x,e.y,Math.round(r.x),Math.round(r.y),10*n,10*i)},n.prototype.programInterfaces={glyph:{layoutVertexArrayType:M,elementArrayType:k},icon:{layoutVertexArrayType:M,elementArrayType:k},collisionBox:{layoutVertexArrayType:new o.VertexArrayType([{name:\"a_pos\",components:2,type:\"Int16\"},{name:\"a_extrude\",components:2,type:\"Int16\"},{name:\"a_data\",components:2,type:\"Uint8\"}])}},n.prototype.populateArrays=function(t,e,r){var n={lastIntegerZoom:1/0,lastIntegerZoomTime:0,lastZoom:0};this.adjustedTextMaxSize=this.layer.getLayoutValue(\"text-size\",{zoom:18,zoomHistory:n}),this.adjustedTextSize=this.layer.getLayoutValue(\"text-size\",{zoom:this.zoom+1,zoomHistory:n}),this.adjustedIconMaxSize=this.layer.getLayoutValue(\"icon-size\",{zoom:18,zoomHistory:n}),this.adjustedIconSize=this.layer.getLayoutValue(\"icon-size\",{zoom:this.zoom+1,zoomHistory:n});var i=512*this.overscaling;this.tilePixelRatio=w/i,this.compareText={},this.iconsNeedLinear=!1,this.symbolInstancesStartIndex=this.symbolInstancesArray.length;var a=this.layer.layout,o=this.features,s=this.textFeatures,l=.5,c=.5;switch(a[\"text-anchor\"]){case\"right\":case\"top-right\":case\"bottom-right\":l=1;break;case\"left\":case\"top-left\":case\"bottom-left\":l=0}switch(a[\"text-anchor\"]){case\"bottom\":case\"bottom-right\":case\"bottom-left\":c=1;break;case\"top\":case\"top-right\":case\"top-left\":c=0}for(var h=\"right\"===a[\"text-justify\"]?1:\"left\"===a[\"text-justify\"]?0:.5,f=24*a[\"text-line-height\"],p=\"line\"!==a[\"symbol-placement\"]?24*a[\"text-max-width\"]:0,v=24*a[\"text-letter-spacing\"],x=[24*a[\"text-offset\"][0],24*a[\"text-offset\"][1]],_=this.fontstack=a[\"text-font\"].join(\",\"),M=[],k=0;k<o.length;k++)M.push(g(o[k]));if(\"line\"===a[\"symbol-placement\"]){var A=d(o,s,M);M=A.geometries,o=A.features,s=A.textFeatures}for(var T,S,E=0;E<o.length;E++)if(M[E]){if(T=s[E]?y(s[E],e[_],p,f,l,c,h,v,x):null,a[\"icon-image\"]){var L=u(o[E].properties,a[\"icon-image\"]),C=r[L];S=b(C,a),C&&(void 0===this.sdfIcons?this.sdfIcons=C.sdf:this.sdfIcons!==C.sdf&&m.warnOnce(\"Style sheet warning: Cannot mix SDF and non-SDF icons in one buffer\"),1!==C.pixelRatio?this.iconsNeedLinear=!0:0===a[\"icon-rotate\"]&&this.layer.isLayoutValueFeatureConstant(\"icon-rotate\")||(this.iconsNeedLinear=!0))}else S=null;(T||S)&&this.addFeature(M[E],T,S,o[E])}this.symbolInstancesEndIndex=this.symbolInstancesArray.length,this.placeFeatures(t,this.showCollisionBoxes),this.trimArrays()},n.prototype.addFeature=function(t,e,r,n){var i=this.layer.layout,a=this.adjustedTextSize/24,o=void 0!==this.adjustedTextMaxSize?this.adjustedTextMaxSize:this.adjustedTextSize,u=this.tilePixelRatio*a,c=this.tilePixelRatio*o/24,h=this.tilePixelRatio*this.adjustedIconSize,f=this.tilePixelRatio*i[\"symbol-spacing\"],d=i[\"symbol-avoid-edges\"],m=i[\"text-padding\"]*this.tilePixelRatio,g=i[\"icon-padding\"]*this.tilePixelRatio,v=i[\"text-max-angle\"]/180*Math.PI,y=\"map\"===i[\"text-rotation-alignment\"]&&\"line\"===i[\"symbol-placement\"],b=\"map\"===i[\"icon-rotation-alignment\"]&&\"line\"===i[\"symbol-placement\"],x=i[\"text-allow-overlap\"]||i[\"icon-allow-overlap\"]||i[\"text-ignore-placement\"]||i[\"icon-ignore-placement\"],_=\"line\"===i[\"symbol-placement\"],M=f/2;_&&(t=p(t,0,0,w,w));for(var k=0;k<t.length;k++){var A,T=t[k];A=_?l(T,f,v,e,r,24,c,this.overscaling,w):[new s(T[0].x,T[0].y,0)];for(var S=0,E=A.length;S<E;S++){var L=A[S];if(!(e&&_&&this.anchorIsTooClose(e.text,M,L))){var C=!(L.x<0||L.x>w||L.y<0||L.y>w);if(!d||C){var I=C||x;this.addSymbolInstance(L,T,e,r,this.layer,I,this.symbolInstancesArray.length,this.collisionBoxArray,n.index,this.sourceLayerIndex,this.index,u,m,y,h,g,b,{zoom:this.zoom},n.properties)}}}}},n.prototype.anchorIsTooClose=function(t,e,r){var n=this.compareText;if(t in n){for(var i=n[t],a=i.length-1;a>=0;a--)if(r.dist(i[a])<e)return!0}else n[t]=[];return n[t].push(r),!1},n.prototype.placeFeatures=function(t,e){this.recalculateStyleLayers(),this.createArrays();var r=this.layer.layout,n=t.maxScale,i=\"map\"===r[\"text-rotation-alignment\"]&&\"line\"===r[\"symbol-placement\"],a=\"map\"===r[\"icon-rotation-alignment\"]&&\"line\"===r[\"symbol-placement\"];if(r[\"text-allow-overlap\"]||r[\"icon-allow-overlap\"]||r[\"text-ignore-placement\"]||r[\"icon-ignore-placement\"]){var o=this.symbolInstancesArray.toArray(this.symbolInstancesStartIndex,this.symbolInstancesEndIndex),s=t.angle,l=Math.sin(s),u=Math.cos(s);this.sortedSymbolInstances=o.sort(function(t,e){return(l*t.anchorPointX+u*t.anchorPointY|0)-(l*e.anchorPointX+u*e.anchorPointY|0)||e.index-t.index})}for(var c=this.symbolInstancesStartIndex;c<this.symbolInstancesEndIndex;c++){var h=this.sortedSymbolInstances?this.sortedSymbolInstances[c-this.symbolInstancesStartIndex]:this.symbolInstancesArray.get(c),f={boxStartIndex:h.textBoxStartIndex,boxEndIndex:h.textBoxEndIndex},d={boxStartIndex:h.iconBoxStartIndex,boxEndIndex:h.iconBoxEndIndex},p=!(h.textBoxStartIndex===h.textBoxEndIndex),m=!(h.iconBoxStartIndex===h.iconBoxEndIndex),g=r[\"text-optional\"]||!p,v=r[\"icon-optional\"]||!m,y=p?t.placeCollisionFeature(f,r[\"text-allow-overlap\"],r[\"symbol-avoid-edges\"]):t.minScale,b=m?t.placeCollisionFeature(d,r[\"icon-allow-overlap\"],r[\"symbol-avoid-edges\"]):t.minScale;g||v?!v&&y?y=Math.max(b,y):!g&&b&&(b=Math.max(b,y)):b=y=Math.max(b,y),p&&(t.insertCollisionFeature(f,y,r[\"text-ignore-placement\"]),y<=n&&this.addSymbols(\"glyph\",h.glyphQuadStartIndex,h.glyphQuadEndIndex,y,r[\"text-keep-upright\"],i,t.angle)),m&&(t.insertCollisionFeature(d,b,r[\"icon-ignore-placement\"]),b<=n&&this.addSymbols(\"icon\",h.iconQuadStartIndex,h.iconQuadEndIndex,b,r[\"icon-keep-upright\"],a,t.angle))}e&&this.addToDebugBuffers(t)},n.prototype.addSymbols=function(t,e,r,n,a,o,s){for(var l=this.prepareArrayGroup(t,4*(r-e)),u=l.elementArray,c=l.layoutVertexArray,h=this.zoom,f=Math.max(Math.log(n)/Math.LN2+h,0),d=e;d<r;d++){var p=this.symbolQuadsArray.get(d).SymbolQuad,m=(p.anchorAngle+s+Math.PI)%(2*Math.PI);if(!(a&&o&&(m<=Math.PI/2||m>3*Math.PI/2))){var g=p.tl,v=p.tr,y=p.bl,b=p.br,x=p.tex,_=p.anchorPoint,w=Math.max(h+Math.log(p.minScale)/Math.LN2,f),M=Math.min(h+Math.log(p.maxScale)/Math.LN2,25);if(!(M<=w)){w===f&&(w=0);var k=Math.round(p.glyphAngle/(2*Math.PI)*256),A=i(c,_.x,_.y,g.x,g.y,x.x,x.y,w,M,f,k);i(c,_.x,_.y,v.x,v.y,x.x+x.w,x.y,w,M,f,k),i(c,_.x,_.y,y.x,y.y,x.x,x.y+x.h,w,M,f,k),i(c,_.x,_.y,b.x,b.y,x.x+x.w,x.y+x.h,w,M,f,k),u.emplaceBack(A,A+1,A+2),u.emplaceBack(A+1,A+2,A+3)}}}},n.prototype.updateIcons=function(t){this.recalculateStyleLayers();var e=this.layer.layout[\"icon-image\"];if(e)for(var r=0;r<this.features.length;r++){var n=u(this.features[r].properties,e);n&&(t[n]=!0)}},n.prototype.updateFont=function(t){this.recalculateStyleLayers();var e=this.layer.layout[\"text-font\"],r=t[e]=t[e]||{};this.textFeatures=f(this.features,this.layer.layout,r)},n.prototype.addToDebugBuffers=function(t){for(var e=this.prepareArrayGroup(\"collisionBox\",0),r=e.layoutVertexArray,n=-t.angle,i=t.yStretch,o=this.symbolInstancesStartIndex;o<this.symbolInstancesEndIndex;o++){var s=this.symbolInstancesArray.get(o);s.textCollisionFeature={boxStartIndex:s.textBoxStartIndex,boxEndIndex:s.textBoxEndIndex},s.iconCollisionFeature={boxStartIndex:s.iconBoxStartIndex,boxEndIndex:s.iconBoxEndIndex};for(var l=0;l<2;l++){var u=s[0===l?\"textCollisionFeature\":\"iconCollisionFeature\"];if(u)for(var c=u.boxStartIndex;c<u.boxEndIndex;c++){var h=this.collisionBoxArray.get(c),f=h.anchorPoint,d=new a(h.x1,h.y1*i)._rotate(n),p=new a(h.x2,h.y1*i)._rotate(n),m=new a(h.x1,h.y2*i)._rotate(n),g=new a(h.x2,h.y2*i)._rotate(n),v=Math.max(0,Math.min(25,this.zoom+Math.log(h.maxScale)/Math.LN2)),y=Math.max(0,Math.min(25,this.zoom+Math.log(h.placementScale)/Math.LN2));this.addCollisionBoxVertex(r,f,d,v,y),this.addCollisionBoxVertex(r,f,p,v,y),this.addCollisionBoxVertex(r,f,p,v,y),this.addCollisionBoxVertex(r,f,g,v,y),this.addCollisionBoxVertex(r,f,g,v,y),this.addCollisionBoxVertex(r,f,m,v,y),this.addCollisionBoxVertex(r,f,m,v,y),this.addCollisionBoxVertex(r,f,d,v,y)}}}},n.prototype.addSymbolInstance=function(t,e,r,i,a,o,s,l,u,c,h,f,d,p,g,y,b,w,M){var k,A,T,S,E,L,C,I;if(r&&(C=o?x(t,r,f,e,a,p):[],E=new v(l,e,t,u,c,h,r,f,d,p,!1)),k=this.symbolQuadsArray.length,C&&C.length)for(var z=0;z<C.length;z++)this.addSymbolQuad(C[z]);A=this.symbolQuadsArray.length;var D=E?E.boxStartIndex:this.collisionBoxArray.length,P=E?E.boxEndIndex:this.collisionBoxArray.length;i&&(I=o?_(t,i,g,e,a,b,r,w,M):[],L=new v(l,e,t,u,c,h,i,g,y,b,!0)),T=this.symbolQuadsArray.length,I&&1===I.length&&this.addSymbolQuad(I[0]),S=this.symbolQuadsArray.length;var O=L?L.boxStartIndex:this.collisionBoxArray.length,R=L?L.boxEndIndex:this.collisionBoxArray.length;return S>n.MAX_QUADS&&m.warnOnce(\"Too many symbols being rendered in a tile. See https://github.com/mapbox/mapbox-gl-js/issues/2907\"),A>n.MAX_QUADS&&m.warnOnce(\"Too many glyphs being rendered in a tile. See https://github.com/mapbox/mapbox-gl-js/issues/2907\"),this.symbolInstancesArray.emplaceBack(D,P,O,R,k,A,T,S,t.x,t.y,s)},n.prototype.addSymbolQuad=function(t){return this.symbolQuadsArray.emplaceBack(t.anchorPoint.x,t.anchorPoint.y,t.tl.x,t.tl.y,t.tr.x,t.tr.y,t.bl.x,t.bl.y,t.br.x,t.br.y,t.tex.h,t.tex.w,t.tex.x,t.tex.y,t.anchorAngle,t.glyphAngle,t.maxScale,t.minScale)}},{\"../../symbol/anchor\":391,\"../../symbol/clip_line\":393,\"../../symbol/collision_feature\":395,\"../../symbol/get_anchors\":397,\"../../symbol/mergelines\":400,\"../../symbol/quads\":401,\"../../symbol/resolve_text\":402,\"../../symbol/shaping\":403,\"../../util/token\":441,\"../../util/util\":442,\"../bucket\":329,\"../load_geometry\":337,\"point-geometry\":484}],334:[function(t,e,r){\"use strict\";function n(t,e,r){this.arrayBuffer=t.arrayBuffer,this.length=t.length,this.attributes=e.members,this.itemSize=e.bytesPerElement,this.type=r,this.arrayType=e}e.exports=n,n.prototype.bind=function(t){var e=t[this.type];this.buffer?t.bindBuffer(e,this.buffer):(this.buffer=t.createBuffer(),t.bindBuffer(e,this.buffer),t.bufferData(e,this.arrayBuffer,t.STATIC_DRAW),this.arrayBuffer=null)};var i={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\"};n.prototype.setVertexAttribPointers=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=this.attributes[r],a=e[n.name];void 0!==a&&t.vertexAttribPointer(a,n.components,t[i[n.type]],!1,this.arrayType.bytesPerElement,n.offset)}},n.prototype.destroy=function(t){this.buffer&&t.deleteBuffer(this.buffer)},n.BufferType={VERTEX:\"ARRAY_BUFFER\",ELEMENT:\"ELEMENT_ARRAY_BUFFER\"}},{}],335:[function(t,e,r){\"use strict\";function n(t,e){this.layoutVertexBuffer=new a(t.layoutVertexArray,e.layoutVertexArrayType,a.BufferType.VERTEX),t.elementArray&&(this.elementBuffer=new a(t.elementArray,e.elementArrayType,a.BufferType.ELEMENT));var r,n=this.vaos={};t.elementArray2&&(this.elementBuffer2=new a(t.elementArray2,e.elementArrayType2,a.BufferType.ELEMENT),r=this.secondVaos={}),this.paintVertexBuffers=i.mapObject(t.paintVertexArrays,function(i,s){return n[s]=new o,t.elementArray2&&(r[s]=new o),new a(i,e.paintVertexArrayTypes[s],a.BufferType.VERTEX)})}var i=t(\"../util/util\"),a=t(\"./buffer\"),o=t(\"../render/vertex_array_object\");e.exports=n,n.prototype.destroy=function(t){this.layoutVertexBuffer.destroy(t),this.elementBuffer&&this.elementBuffer.destroy(t),this.elementBuffer2&&this.elementBuffer2.destroy(t);for(var e in this.paintVertexBuffers)this.paintVertexBuffers[e].destroy(t);for(var r in this.vaos)this.vaos[r].destroy(t);for(var n in this.secondVaos)this.secondVaos[n].destroy(t)}},{\"../render/vertex_array_object\":357,\"../util/util\":442,\"./buffer\":334}],336:[function(t,e,r){\"use strict\";function n(t,e,r){if(t.grid){var n=t,i=e;t=n.coord,e=n.overscaling,this.grid=new p(n.grid),this.featureIndexArray=new k(n.featureIndexArray),this.rawTileData=i,this.bucketLayerIDs=n.bucketLayerIDs}else this.grid=new p(h,16,0),this.featureIndexArray=new k;this.coord=t,this.overscaling=e,this.x=t.x,this.y=t.y,this.z=t.z-Math.log(e)/Math.LN2,this.setCollisionTile(r)}function i(t){return Math.sqrt(t[0]*t[0]+t[1]*t[1])}function a(t,e){return e-t}function o(t){return t[\"line-gap-width\"]>0?t[\"line-gap-width\"]+2*t[\"line-width\"]:t[\"line-width\"]}function s(t,e,r,n,i){if(!e[0]&&!e[1])return t;e=u.convert(e),\"viewport\"===r&&e._rotate(-n);for(var a=[],o=0;o<t.length;o++){for(var s=t[o],l=[],c=0;c<s.length;c++)l.push(s[c].sub(e._mult(i)));a.push(l)}return a}function l(t,e){for(var r=[],n=new u(0,0),i=0;i<t.length;i++){for(var a=t[i],o=[],s=0;s<a.length;s++){var l=a[s-1],c=a[s],h=a[s+1],f=0===s?n:c.sub(l)._unit()._perp(),d=s===a.length-1?n:h.sub(c)._unit()._perp(),p=f._add(d)._unit(),m=p.x*d.x+p.y*d.y;p._mult(1/m),o.push(p._mult(e)._add(c))}r.push(o)}return r}var u=t(\"point-geometry\"),c=t(\"./load_geometry\"),h=t(\"./bucket\").EXTENT,f=t(\"feature-filter\"),d=t(\"../util/struct_array\"),p=t(\"grid-index\"),m=t(\"../util/dictionary_coder\"),g=t(\"vector-tile\"),v=t(\"pbf\"),y=t(\"../util/vectortile_to_geojson\"),b=t(\"../util/util\").arraysIntersect,x=t(\"../util/intersection_tests\"),_=x.multiPolygonIntersectsBufferedMultiPoint,w=x.multiPolygonIntersectsMultiPolygon,M=x.multiPolygonIntersectsBufferedMultiLine,k=new d({members:[{type:\"Uint32\",name:\"featureIndex\"},{type:\"Uint16\",name:\"sourceLayerIndex\"},{type:\"Uint16\",name:\"bucketIndex\"}]});e.exports=n,n.prototype.insert=function(t,e,r,n){var i=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(e,r,n);for(var a=c(t),o=0;o<a.length;o++){for(var s=a[o],l=[1/0,1/0,-1/0,-1/0],u=0;u<s.length;u++){var h=s[u];l[0]=Math.min(l[0],h.x),l[1]=Math.min(l[1],h.y),l[2]=Math.max(l[2],h.x),l[3]=Math.max(l[3],h.y)}this.grid.insert(i,l[0],l[1],l[2],l[3])}},n.prototype.setCollisionTile=function(t){this.collisionTile=t},n.prototype.serialize=function(){var t={coord:this.coord,overscaling:this.overscaling,grid:this.grid.toArrayBuffer(),featureIndexArray:this.featureIndexArray.serialize(),bucketLayerIDs:this.bucketLayerIDs};return{data:t,transferables:[t.grid,t.featureIndexArray.arrayBuffer]}},n.prototype.query=function(t,e){this.vtLayers||(this.vtLayers=new g.VectorTile(new v(new Uint8Array(this.rawTileData))).layers,this.sourceLayerCoder=new m(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"]));var r={},n=t.params||{},s=h/t.tileSize/t.scale,l=f(n.filter),c=0;for(var d in e){var p=e[d],y=p.paint,b=0;\"line\"===p.type?b=o(y)/2+Math.abs(y[\"line-offset\"])+i(y[\"line-translate\"]):\"fill\"===p.type?b=i(y[\"fill-translate\"]):\"circle\"===p.type&&(b=y[\"circle-radius\"]+i(y[\"circle-translate\"])),c=Math.max(c,b*s)}for(var x=t.queryGeometry.map(function(t){return t.map(function(t){return new u(t.x,t.y)})}),_=1/0,w=1/0,M=-1/0,k=-1/0,A=0;A<x.length;A++)for(var T=x[A],S=0;S<T.length;S++){var E=T[S];_=Math.min(_,E.x),w=Math.min(w,E.y),M=Math.max(M,E.x),k=Math.max(k,E.y)}var L=this.grid.query(_-c,w-c,M+c,k+c);L.sort(a),this.filterMatching(r,L,this.featureIndexArray,x,l,n.layers,e,t.bearing,s);var C=this.collisionTile.queryRenderedSymbols(_,w,M,k,t.scale);return C.sort(),this.filterMatching(r,C,this.collisionTile.collisionBoxArray,x,l,n.layers,e,t.bearing,s),r},n.prototype.filterMatching=function(t,e,r,n,i,a,u,h,f){for(var d,p=0;p<e.length;p++){var m=e[p];if(m!==d){d=m;var g=r.get(m),v=this.bucketLayerIDs[g.bucketIndex];if(!a||b(a,v)){var x=this.sourceLayerCoder.decode(g.sourceLayerIndex),k=this.vtLayers[x],A=k.feature(g.featureIndex);if(i(A))for(var T=null,S=0;S<v.length;S++){var E=v[S];if(!(a&&a.indexOf(E)<0)){var L=u[E];if(L){var C;if(\"symbol\"!==L.type){T||(T=c(A));var I=L.paint;if(\"line\"===L.type){C=s(n,I[\"line-translate\"],I[\"line-translate-anchor\"],h,f);var z=o(I)/2*f;if(I[\"line-offset\"]&&(T=l(T,I[\"line-offset\"]*f)),!M(C,T,z))continue}else if(\"fill\"===L.type){if(C=s(n,I[\"fill-translate\"],I[\"fill-translate-anchor\"],h,f),!w(C,T))continue}else if(\"circle\"===L.type){C=s(n,I[\"circle-translate\"],I[\"circle-translate-anchor\"],h,f);var D=I[\"circle-radius\"]*f;if(!_(C,T,D))continue}}var P=new y(A,this.z,this.x,this.y);P.layer=L.serialize({includeRefProperties:!0});var O=t[E];void 0===O&&(O=t[E]=[]),O.push(P)}}}}}}}},{\"../util/dictionary_coder\":432,\"../util/intersection_tests\":437,\"../util/struct_array\":440,\"../util/util\":442,\"../util/vectortile_to_geojson\":443,\"./bucket\":329,\"./load_geometry\":337,\"feature-filter\":132,\"grid-index\":287,pbf:478,\"point-geometry\":484,\"vector-tile\":550}],337:[function(t,e,r){\"use strict\";function n(t){return{min:-1*Math.pow(2,t-1),max:Math.pow(2,t-1)-1}}var i=t(\"../util/util\"),a=t(\"./bucket\").EXTENT,o=t(\"assert\"),s={15:n(15),16:n(16)};e.exports=function(t,e){var r=s[e||16];o(r);for(var n=a/t.extent,l=t.loadGeometry(),u=0;u<l.length;u++)for(var c=l[u],h=0;h<c.length;h++){var f=c[h];f.x=Math.round(f.x*n),f.y=Math.round(f.y*n),(f.x<r.min||f.x>r.max||f.y<r.min||f.y>r.max)&&i.warnOnce(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\")}return l}},{\"../util/util\":442,\"./bucket\":329,assert:47}],338:[function(t,e,r){\"use strict\";function n(t,e,r){this.column=t,this.row=e,this.zoom=r}e.exports=n,n.prototype={clone:function(){return new n(this.column,this.row,this.zoom)},zoomTo:function(t){return this.clone()._zoomTo(t)},sub:function(t){return this.clone()._sub(t)},_zoomTo:function(t){var e=Math.pow(2,t-this.zoom);return this.column*=e,this.row*=e,this.zoom=t,this},_sub:function(t){return t=t.zoomTo(this.zoom),this.column-=t.column,this.row-=t.row,this}}},{}],339:[function(t,e,r){\"use strict\";function n(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")}e.exports=n\n",
       ";var i=t(\"../util/util\").wrap;n.prototype.wrap=function(){return new n(i(this.lng,-180,180),this.lat)},n.prototype.toArray=function(){return[this.lng,this.lat]},n.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},n.convert=function(t){return t instanceof n?t:Array.isArray(t)?new n(t[0],t[1]):t}},{\"../util/util\":442}],340:[function(t,e,r){\"use strict\";function n(t,e){t&&(e?this.extend(t).extend(e):4===t.length?this.extend([t[0],t[1]]).extend([t[2],t[3]]):this.extend(t[0]).extend(t[1]))}e.exports=n;var i=t(\"./lng_lat\");n.prototype={extend:function(t){var e,r,a=this._sw,o=this._ne;if(t instanceof i)e=t,r=t;else{if(!(t instanceof n))return t?this.extend(i.convert(t)||n.convert(t)):this;if(e=t._sw,r=t._ne,!e||!r)return this}return a||o?(a.lng=Math.min(e.lng,a.lng),a.lat=Math.min(e.lat,a.lat),o.lng=Math.max(r.lng,o.lng),o.lat=Math.max(r.lat,o.lat)):(this._sw=new i(e.lng,e.lat),this._ne=new i(r.lng,r.lat)),this},getCenter:function(){return new i((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},getSouthWest:function(){return this._sw},getNorthEast:function(){return this._ne},getNorthWest:function(){return new i(this.getWest(),this.getNorth())},getSouthEast:function(){return new i(this.getEast(),this.getSouth())},getWest:function(){return this._sw.lng},getSouth:function(){return this._sw.lat},getEast:function(){return this._ne.lng},getNorth:function(){return this._ne.lat},toArray:function(){return[this._sw.toArray(),this._ne.toArray()]},toString:function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"}},n.convert=function(t){return!t||t instanceof n?t:new n(t)}},{\"./lng_lat\":339}],341:[function(t,e,r){\"use strict\";function n(t,e){this.tileSize=512,this._minZoom=t||0,this._maxZoom=e||22,this.latRange=[-85.05113,85.05113],this.width=0,this.height=0,this._center=new i(0,0),this.zoom=0,this.angle=0,this._altitude=1.5,this._pitch=0,this._unmodified=!0}var i=t(\"./lng_lat\"),a=t(\"point-geometry\"),o=t(\"./coordinate\"),s=t(\"../util/util\").wrap,l=t(\"../util/interpolate\"),u=t(\"../source/tile_coord\"),c=t(\"../data/bucket\").EXTENT,h=t(\"gl-matrix\"),f=h.vec4,d=h.mat4,p=h.mat2;e.exports=n,n.prototype={get minZoom(){return this._minZoom},set minZoom(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},get maxZoom(){return this._maxZoom},set maxZoom(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},get worldSize(){return this.tileSize*this.scale},get centerPoint(){return this.size._div(2)},get size(){return new a(this.width,this.height)},get bearing(){return-this.angle/Math.PI*180},set bearing(t){var e=-s(t,-180,180)*Math.PI/180;this.angle!==e&&(this._unmodified=!1,this.angle=e,this._calcMatrices(),this.rotationMatrix=p.create(),p.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},get pitch(){return this._pitch/Math.PI*180},set pitch(t){var e=Math.min(60,t)/180*Math.PI;this._pitch!==e&&(this._unmodified=!1,this._pitch=e,this._calcMatrices())},get altitude(){return this._altitude},set altitude(t){var e=Math.max(.75,t);this._altitude!==e&&(this._unmodified=!1,this._altitude=e,this._calcMatrices())},get zoom(){return this._zoom},set zoom(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._calcMatrices(),this._constrain())},get center(){return this._center},set center(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._calcMatrices(),this._constrain())},coveringZoomLevel:function(t){return(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize))},coveringTiles:function(t){var e=this.coveringZoomLevel(t),r=e;if(e<t.minzoom)return[];e>t.maxzoom&&(e=t.maxzoom);var n=this,i=n.locationCoordinate(n.center)._zoomTo(e),o=new a(i.column-.5,i.row-.5);return u.cover(e,[n.pointCoordinate(new a(0,0))._zoomTo(e),n.pointCoordinate(new a(n.width,0))._zoomTo(e),n.pointCoordinate(new a(n.width,n.height))._zoomTo(e),n.pointCoordinate(new a(0,n.height))._zoomTo(e)],t.reparseOverscaled?r:e).sort(function(t,e){return o.dist(t)-o.dist(e)})},resize:function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._calcMatrices(),this._constrain()},get unmodified(){return this._unmodified},zoomScale:function(t){return Math.pow(2,t)},scaleZoom:function(t){return Math.log(t)/Math.LN2},project:function(t,e){return new a(this.lngX(t.lng,e),this.latY(t.lat,e))},unproject:function(t,e){return new i(this.xLng(t.x,e),this.yLat(t.y,e))},get x(){return this.lngX(this.center.lng)},get y(){return this.latY(this.center.lat)},get point(){return new a(this.x,this.y)},lngX:function(t,e){return(180+t)*(e||this.worldSize)/360},latY:function(t,e){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))*(e||this.worldSize)/360},xLng:function(t,e){return 360*t/(e||this.worldSize)-180},yLat:function(t,e){var r=180-360*t/(e||this.worldSize);return 360/Math.PI*Math.atan(Math.exp(r*Math.PI/180))-90},panBy:function(t){var e=this.centerPoint._add(t);this.center=this.pointLocation(e)},setLocationAtPoint:function(t,e){var r=this.locationCoordinate(t),n=this.pointCoordinate(e),i=this.pointCoordinate(this.centerPoint),a=n._sub(r);this._unmodified=!1,this.center=this.coordinateLocation(i._sub(a))},locationPoint:function(t){return this.coordinatePoint(this.locationCoordinate(t))},pointLocation:function(t){return this.coordinateLocation(this.pointCoordinate(t))},locationCoordinate:function(t){var e=this.zoomScale(this.tileZoom)/this.worldSize,r=i.convert(t);return new o(this.lngX(r.lng)*e,this.latY(r.lat)*e,this.tileZoom)},coordinateLocation:function(t){var e=this.zoomScale(t.zoom);return new i(this.xLng(t.column,e),this.yLat(t.row,e))},pointCoordinate:function(t){var e=[t.x,t.y,0,1],r=[t.x,t.y,1,1];f.transformMat4(e,e,this.pixelMatrixInverse),f.transformMat4(r,r,this.pixelMatrixInverse);var n=e[3],i=r[3],a=e[0]/n,s=r[0]/i,u=e[1]/n,c=r[1]/i,h=e[2]/n,d=r[2]/i,p=h===d?0:(0-h)/(d-h),m=this.worldSize/this.zoomScale(this.tileZoom);return new o(l(a,s,p)/m,l(u,c,p)/m,this.tileZoom)},coordinatePoint:function(t){var e=this.worldSize/this.zoomScale(t.zoom),r=[t.column*e,t.row*e,0,1];return f.transformMat4(r,r,this.pixelMatrix),new a(r[0]/r[3],r[1]/r[3])},calculatePosMatrix:function(t,e){void 0===e&&(e=1/0),t instanceof u&&(t=t.toCoordinate(e));var r=Math.min(t.zoom,e),n=this.worldSize/Math.pow(2,r),i=new Float64Array(16);return d.identity(i),d.translate(i,i,[t.column*n,t.row*n,0]),d.scale(i,i,[n/c,n/c,1]),d.multiply(i,this.projMatrix,i),new Float32Array(i)},_constrain:function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var t,e,r,n,i,o,s,l,u=this.size,c=this._unmodified;this.latRange&&(t=this.latY(this.latRange[1]),e=this.latY(this.latRange[0]),i=e-t<u.y?u.y/(e-t):0),this.lngRange&&(r=this.lngX(this.lngRange[0]),n=this.lngX(this.lngRange[1]),o=n-r<u.x?u.x/(n-r):0);var h=Math.max(o||0,i||0);if(h)return this.center=this.unproject(new a(o?(n+r)/2:this.x,i?(e+t)/2:this.y)),this.zoom+=this.scaleZoom(h),this._unmodified=c,void(this._constraining=!1);if(this.latRange){var f=this.y,d=u.y/2;f-d<t&&(l=t+d),f+d>e&&(l=e-d)}if(this.lngRange){var p=this.x,m=u.x/2;p-m<r&&(s=r+m),p+m>n&&(s=n-m)}void 0===s&&void 0===l||(this.center=this.unproject(new a(void 0!==s?s:this.x,void 0!==l?l:this.y))),this._unmodified=c,this._constraining=!1}},_calcMatrices:function(){if(this.height){var t=Math.atan(.5/this.altitude),e=Math.sin(t)*this.altitude/Math.sin(Math.PI/2-this._pitch-t),r=Math.cos(Math.PI/2-this._pitch)*e+this.altitude,n=new Float64Array(16);if(d.perspective(n,2*Math.atan(this.height/2/this.altitude),this.width/this.height,.1,r),d.translate(n,n,[0,0,-this.altitude]),d.scale(n,n,[1,-1,1/this.height]),d.rotateX(n,n,this._pitch),d.rotateZ(n,n,this.angle),d.translate(n,n,[-this.x,-this.y,0]),this.projMatrix=n,n=d.create(),d.scale(n,n,[this.width/2,-this.height/2,1]),d.translate(n,n,[1,-1,0]),this.pixelMatrix=d.multiply(new Float64Array(16),n,this.projMatrix),!(n=d.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=n}}}},{\"../data/bucket\":329,\"../source/tile_coord\":369,\"../util/interpolate\":436,\"../util/util\":442,\"./coordinate\":338,\"./lng_lat\":339,\"gl-matrix\":193,\"point-geometry\":484}],342:[function(t,e,r){\"use strict\";var n={\" \":[16,[]],\"!\":[10,[5,21,5,7,-1,-1,5,2,4,1,5,0,6,1,5,2]],'\"':[16,[4,21,4,14,-1,-1,12,21,12,14]],\"#\":[21,[11,25,4,-7,-1,-1,17,25,10,-7,-1,-1,4,12,18,12,-1,-1,3,6,17,6]],$:[20,[8,25,8,-4,-1,-1,12,25,12,-4,-1,-1,17,18,15,20,12,21,8,21,5,20,3,18,3,16,4,14,5,13,7,12,13,10,15,9,16,8,17,6,17,3,15,1,12,0,8,0,5,1,3,3]],\"%\":[24,[21,21,3,0,-1,-1,8,21,10,19,10,17,9,15,7,14,5,14,3,16,3,18,4,20,6,21,8,21,10,20,13,19,16,19,19,20,21,21,-1,-1,17,7,15,6,14,4,14,2,16,0,18,0,20,1,21,3,21,5,19,7,17,7]],\"&\":[26,[23,12,23,13,22,14,21,14,20,13,19,11,17,6,15,3,13,1,11,0,7,0,5,1,4,2,3,4,3,6,4,8,5,9,12,13,13,14,14,16,14,18,13,20,11,21,9,20,8,18,8,16,9,13,11,10,16,3,18,1,20,0,22,0,23,1,23,2]],\"'\":[10,[5,19,4,20,5,21,6,20,6,18,5,16,4,15]],\"(\":[14,[11,25,9,23,7,20,5,16,4,11,4,7,5,2,7,-2,9,-5,11,-7]],\")\":[14,[3,25,5,23,7,20,9,16,10,11,10,7,9,2,7,-2,5,-5,3,-7]],\"*\":[16,[8,21,8,9,-1,-1,3,18,13,12,-1,-1,13,18,3,12]],\"+\":[26,[13,18,13,0,-1,-1,4,9,22,9]],\",\":[10,[6,1,5,0,4,1,5,2,6,1,6,-1,5,-3,4,-4]],\"-\":[26,[4,9,22,9]],\".\":[10,[5,2,4,1,5,0,6,1,5,2]],\"/\":[22,[20,25,2,-7]],0:[20,[9,21,6,20,4,17,3,12,3,9,4,4,6,1,9,0,11,0,14,1,16,4,17,9,17,12,16,17,14,20,11,21,9,21]],1:[20,[6,17,8,18,11,21,11,0]],2:[20,[4,16,4,17,5,19,6,20,8,21,12,21,14,20,15,19,16,17,16,15,15,13,13,10,3,0,17,0]],3:[20,[5,21,16,21,10,13,13,13,15,12,16,11,17,8,17,6,16,3,14,1,11,0,8,0,5,1,4,2,3,4]],4:[20,[13,21,3,7,18,7,-1,-1,13,21,13,0]],5:[20,[15,21,5,21,4,12,5,13,8,14,11,14,14,13,16,11,17,8,17,6,16,3,14,1,11,0,8,0,5,1,4,2,3,4]],6:[20,[16,18,15,20,12,21,10,21,7,20,5,17,4,12,4,7,5,3,7,1,10,0,11,0,14,1,16,3,17,6,17,7,16,10,14,12,11,13,10,13,7,12,5,10,4,7]],7:[20,[17,21,7,0,-1,-1,3,21,17,21]],8:[20,[8,21,5,20,4,18,4,16,5,14,7,13,11,12,14,11,16,9,17,7,17,4,16,2,15,1,12,0,8,0,5,1,4,2,3,4,3,7,4,9,6,11,9,12,13,13,15,14,16,16,16,18,15,20,12,21,8,21]],9:[20,[16,14,15,11,13,9,10,8,9,8,6,9,4,11,3,14,3,15,4,18,6,20,9,21,10,21,13,20,15,18,16,14,16,9,15,4,13,1,10,0,8,0,5,1,4,3]],\":\":[10,[5,14,4,13,5,12,6,13,5,14,-1,-1,5,2,4,1,5,0,6,1,5,2]],\";\":[10,[5,14,4,13,5,12,6,13,5,14,-1,-1,6,1,5,0,4,1,5,2,6,1,6,-1,5,-3,4,-4]],\"<\":[24,[20,18,4,9,20,0]],\"=\":[26,[4,12,22,12,-1,-1,4,6,22,6]],\">\":[24,[4,18,20,9,4,0]],\"?\":[18,[3,16,3,17,4,19,5,20,7,21,11,21,13,20,14,19,15,17,15,15,14,13,13,12,9,10,9,7,-1,-1,9,2,8,1,9,0,10,1,9,2]],\"@\":[27,[18,13,17,15,15,16,12,16,10,15,9,14,8,11,8,8,9,6,11,5,14,5,16,6,17,8,-1,-1,12,16,10,14,9,11,9,8,10,6,11,5,-1,-1,18,16,17,8,17,6,19,5,21,5,23,7,24,10,24,12,23,15,22,17,20,19,18,20,15,21,12,21,9,20,7,19,5,17,4,15,3,12,3,9,4,6,5,4,7,2,9,1,12,0,15,0,18,1,20,2,21,3,-1,-1,19,16,18,8,18,6,19,5]],A:[18,[9,21,1,0,-1,-1,9,21,17,0,-1,-1,4,7,14,7]],B:[21,[4,21,4,0,-1,-1,4,21,13,21,16,20,17,19,18,17,18,15,17,13,16,12,13,11,-1,-1,4,11,13,11,16,10,17,9,18,7,18,4,17,2,16,1,13,0,4,0]],C:[21,[18,16,17,18,15,20,13,21,9,21,7,20,5,18,4,16,3,13,3,8,4,5,5,3,7,1,9,0,13,0,15,1,17,3,18,5]],D:[21,[4,21,4,0,-1,-1,4,21,11,21,14,20,16,18,17,16,18,13,18,8,17,5,16,3,14,1,11,0,4,0]],E:[19,[4,21,4,0,-1,-1,4,21,17,21,-1,-1,4,11,12,11,-1,-1,4,0,17,0]],F:[18,[4,21,4,0,-1,-1,4,21,17,21,-1,-1,4,11,12,11]],G:[21,[18,16,17,18,15,20,13,21,9,21,7,20,5,18,4,16,3,13,3,8,4,5,5,3,7,1,9,0,13,0,15,1,17,3,18,5,18,8,-1,-1,13,8,18,8]],H:[22,[4,21,4,0,-1,-1,18,21,18,0,-1,-1,4,11,18,11]],I:[8,[4,21,4,0]],J:[16,[12,21,12,5,11,2,10,1,8,0,6,0,4,1,3,2,2,5,2,7]],K:[21,[4,21,4,0,-1,-1,18,21,4,7,-1,-1,9,12,18,0]],L:[17,[4,21,4,0,-1,-1,4,0,16,0]],M:[24,[4,21,4,0,-1,-1,4,21,12,0,-1,-1,20,21,12,0,-1,-1,20,21,20,0]],N:[22,[4,21,4,0,-1,-1,4,21,18,0,-1,-1,18,21,18,0]],O:[22,[9,21,7,20,5,18,4,16,3,13,3,8,4,5,5,3,7,1,9,0,13,0,15,1,17,3,18,5,19,8,19,13,18,16,17,18,15,20,13,21,9,21]],P:[21,[4,21,4,0,-1,-1,4,21,13,21,16,20,17,19,18,17,18,14,17,12,16,11,13,10,4,10]],Q:[22,[9,21,7,20,5,18,4,16,3,13,3,8,4,5,5,3,7,1,9,0,13,0,15,1,17,3,18,5,19,8,19,13,18,16,17,18,15,20,13,21,9,21,-1,-1,12,4,18,-2]],R:[21,[4,21,4,0,-1,-1,4,21,13,21,16,20,17,19,18,17,18,15,17,13,16,12,13,11,4,11,-1,-1,11,11,18,0]],S:[20,[17,18,15,20,12,21,8,21,5,20,3,18,3,16,4,14,5,13,7,12,13,10,15,9,16,8,17,6,17,3,15,1,12,0,8,0,5,1,3,3]],T:[16,[8,21,8,0,-1,-1,1,21,15,21]],U:[22,[4,21,4,6,5,3,7,1,10,0,12,0,15,1,17,3,18,6,18,21]],V:[18,[1,21,9,0,-1,-1,17,21,9,0]],W:[24,[2,21,7,0,-1,-1,12,21,7,0,-1,-1,12,21,17,0,-1,-1,22,21,17,0]],X:[20,[3,21,17,0,-1,-1,17,21,3,0]],Y:[18,[1,21,9,11,9,0,-1,-1,17,21,9,11]],Z:[20,[17,21,3,0,-1,-1,3,21,17,21,-1,-1,3,0,17,0]],\"[\":[14,[4,25,4,-7,-1,-1,5,25,5,-7,-1,-1,4,25,11,25,-1,-1,4,-7,11,-7]],\"\\\\\":[14,[0,21,14,-3]],\"]\":[14,[9,25,9,-7,-1,-1,10,25,10,-7,-1,-1,3,25,10,25,-1,-1,3,-7,10,-7]],\"^\":[16,[6,15,8,18,10,15,-1,-1,3,12,8,17,13,12,-1,-1,8,17,8,0]],_:[16,[0,-2,16,-2]],\"`\":[10,[6,21,5,20,4,18,4,16,5,15,6,16,5,17]],a:[19,[15,14,15,0,-1,-1,15,11,13,13,11,14,8,14,6,13,4,11,3,8,3,6,4,3,6,1,8,0,11,0,13,1,15,3]],b:[19,[4,21,4,0,-1,-1,4,11,6,13,8,14,11,14,13,13,15,11,16,8,16,6,15,3,13,1,11,0,8,0,6,1,4,3]],c:[18,[15,11,13,13,11,14,8,14,6,13,4,11,3,8,3,6,4,3,6,1,8,0,11,0,13,1,15,3]],d:[19,[15,21,15,0,-1,-1,15,11,13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a,o,s,l,u,c,h,f,d=[];for(a=0,o=t.length;a<o;a++)if(u=n[t[a]]){for(f=null,s=0,l=u[1].length;s<l;s+=2)-1===u[1][s]&&-1===u[1][s+1]?f=null:(c=e+u[1][s]*i,h=r-u[1][s+1]*i,f&&d.push(f.x,f.y,c,h),f={x:c,y:h});e+=u[0]*i}return d}},{}],343:[function(t,e,r){\"use strict\";var n=e.exports={};n.version=t(\"../package.json\").version,n.Map=t(\"./ui/map\"),n.Control=t(\"./ui/control/control\"),n.Navigation=t(\"./ui/control/navigation\"),n.Geolocate=t(\"./ui/control/geolocate\"),n.Attribution=t(\"./ui/control/attribution\"),n.Popup=t(\"./ui/popup\"),n.Marker=t(\"./ui/marker\"),n.Style=t(\"./style/style\"),n.LngLat=t(\"./geo/lng_lat\"),n.LngLatBounds=t(\"./geo/lng_lat_bounds\"),n.Point=t(\"point-geometry\"),n.Evented=t(\"./util/evented\"),n.util=t(\"./util/util\"),n.supported=t(\"./util/browser\").supported;var i=t(\"./util/ajax\");n.util.getJSON=i.getJSON,n.util.getArrayBuffer=i.getArrayBuffer;var a=t(\"./util/config\");n.config=a,Object.defineProperty(n,\"accessToken\",{get:function(){return a.ACCESS_TOKEN},set:function(t){a.ACCESS_TOKEN=t}})},{\"../package.json\":444,\"./geo/lng_lat\":339,\"./geo/lng_lat_bounds\":340,\"./style/style\":378,\"./ui/control/attribution\":409,\"./ui/control/control\":410,\"./ui/control/geolocate\":411,\"./ui/control/navigation\":412,\"./ui/map\":421,\"./ui/marker\":422,\"./ui/popup\":423,\"./util/ajax\":425,\"./util/browser\":426,\"./util/config\":431,\"./util/evented\":434,\"./util/util\":442,\"point-geometry\":484}],344:[function(t,e,r){\"use strict\";var n=t(\"assert\");e.exports=function(t){for(var e={define:{},initialize:{}},r=0;r<t.length;r++){var i=t[r];n(\"u_\"===i.name.slice(0,2));var a=\"{precision} \"+(1===i.components?\"float\":\"vec\"+i.components);e.define[i.name.slice(2)]=\"uniform \"+a+\" \"+i.name+\";\\n\",e.initialize[i.name.slice(2)]=a+\" \"+i.name.slice(2)+\" = \"+i.name+\";\\n\"}return e}},{assert:47}],345:[function(t,e,r){\"use strict\";function n(t,e,r){var n,s=t.gl,l=t.transform,u=r.paint[\"background-color\"],c=r.paint[\"background-pattern\"],h=r.paint[\"background-opacity\"],f=c?t.spriteAtlas.getPosition(c.from,!0):null,d=c?t.spriteAtlas.getPosition(c.to,!0):null;if(t.setDepthSublayer(0),f&&d){if(t.isOpaquePass)return;n=t.useProgram(\"pattern\"),s.uniform1i(n.u_image,0),s.uniform2fv(n.u_pattern_tl_a,f.tl),s.uniform2fv(n.u_pattern_br_a,f.br),s.uniform2fv(n.u_pattern_tl_b,d.tl),s.uniform2fv(n.u_pattern_br_b,d.br),s.uniform1f(n.u_opacity,h),s.uniform1f(n.u_mix,c.t),s.uniform2fv(n.u_pattern_size_a,f.size),s.uniform2fv(n.u_pattern_size_b,d.size),s.uniform1f(n.u_scale_a,c.fromScale),s.uniform1f(n.u_scale_b,c.toScale),s.activeTexture(s.TEXTURE0),t.spriteAtlas.bind(s,!0),t.tileExtentPatternVAO.bind(s,n,t.tileExtentBuffer)}else{if(t.isOpaquePass!==(1===u[3]))return;var p=a([{name:\"u_color\",components:4},{name:\"u_opacity\",components:1}]);n=t.useProgram(\"fill\",[],p,p),s.uniform4fv(n.u_color,u),s.uniform1f(n.u_opacity,h),t.tileExtentVAO.bind(s,n,t.tileExtentBuffer)}s.disable(s.STENCIL_TEST);for(var m=l.coveringTiles({tileSize:o}),g=0;g<m.length;g++){var v=m[g];if(f&&d){var y={coord:v,tileSize:o};s.uniform1f(n.u_tile_units_to_pixels,1/i(y,1,t.transform.tileZoom));var b=y.tileSize*Math.pow(2,t.transform.tileZoom-y.coord.z),x=b*(y.coord.x+v.w*Math.pow(2,y.coord.z)),_=b*y.coord.y;s.uniform2f(n.u_pixel_coord_upper,x>>16,_>>16),s.uniform2f(n.u_pixel_coord_lower,65535&x,65535&_)}s.uniformMatrix4fv(n.u_matrix,!1,t.transform.calculatePosMatrix(v)),s.drawArrays(s.TRIANGLE_STRIP,0,t.tileExtentBuffer.length)}s.stencilMask(0),s.stencilFunc(s.EQUAL,128,128)}var i=t(\"../source/pixels_to_tile_units\"),a=t(\"./create_uniform_pragmas\"),o=512;e.exports=n},{\"../source/pixels_to_tile_units\":363,\"./create_uniform_pragmas\":344}],346:[function(t,e,r){\"use strict\";function n(t,e,r,n){if(!t.isOpaquePass){var a=t.gl;t.setDepthSublayer(0),t.depthMask(!1),a.disable(a.STENCIL_TEST);for(var o=0;o<n.length;o++){var s=n[o],l=e.getTile(s),u=l.getBucket(r);if(u){var c=u.bufferGroups.circle;if(c){var h=u.paintAttributes.circle[r.id],f=t.useProgram(\"circle\",h.defines,h.vertexPragmas,h.fragmentPragmas);\"map\"===r.paint[\"circle-pitch-scale\"]?(a.uniform1i(f.u_scale_with_map,!0),a.uniform2f(f.u_extrude_scale,t.transform.pixelsToGLUnits[0]*t.transform.altitude,t.transform.pixelsToGLUnits[1]*t.transform.altitude)):(a.uniform1i(f.u_scale_with_map,!1),a.uniform2fv(f.u_extrude_scale,t.transform.pixelsToGLUnits)),a.uniform1f(f.u_devicepixelratio,i.devicePixelRatio),a.uniformMatrix4fv(f.u_matrix,!1,t.translatePosMatrix(s.posMatrix,l,r.paint[\"circle-translate\"],r.paint[\"circle-translate-anchor\"])),u.setUniforms(a,\"circle\",f,r,{zoom:t.transform.zoom});for(var d=0;d<c.length;d++){var p=c[d];p.vaos[r.id].bind(a,f,p.layoutVertexBuffer,p.elementBuffer,p.paintVertexBuffers[r.id]),a.drawElements(a.TRIANGLES,3*p.elementBuffer.length,a.UNSIGNED_SHORT,0)}}}}}}var i=t(\"../util/browser\");e.exports=n},{\"../util/browser\":426}],347:[function(t,e,r){\"use strict\";function n(t,e,r,n){var i=t.gl;i.enable(i.STENCIL_TEST);for(var a=t.useProgram(\"collisionbox\"),o=0;o<n.length;o++){var s=n[o],l=e.getTile(s),u=l.getBucket(r);if(u){var c=u.bufferGroups.collisionBox;if(c&&c.length){var h=c[0];0!==h.layoutVertexBuffer.length&&(i.uniformMatrix4fv(a.u_matrix,!1,s.posMatrix),t.enableTileClippingMask(s),t.lineWidth(1),i.uniform1f(a.u_scale,Math.pow(2,t.transform.zoom-l.coord.z)),i.uniform1f(a.u_zoom,10*t.transform.zoom),i.uniform1f(a.u_maxzoom,10*(l.coord.z+1)),h.vaos[r.id].bind(i,a,h.layoutVertexBuffer),i.drawArrays(i.LINES,0,h.layoutVertexBuffer.length))}}}}e.exports=n},{}],348:[function(t,e,r){\"use strict\";function n(t,e,r){if(!t.isOpaquePass&&t.options.debug)for(var n=0;n<r.length;n++)i(t,e,r[n])}function i(t,e,r){var n=t.gl;n.disable(n.STENCIL_TEST),t.lineWidth(1*o.devicePixelRatio);var i=r.posMatrix,h=t.useProgram(\"debug\");n.uniformMatrix4fv(h.u_matrix,!1,i),n.uniform4f(h.u_color,1,0,0,1),t.debugVAO.bind(n,h,t.debugBuffer),n.drawArrays(n.LINE_STRIP,0,t.debugBuffer.length);for(var f=a(r.toString(),50,200,5),d=new t.PosArray,p=0;p<f.length;p+=2)d.emplaceBack(f[p],f[p+1]);var m=new u(d.serialize(),t.PosArray.serialize(),u.BufferType.VERTEX);(new c).bind(n,h,m),n.uniform4f(h.u_color,1,1,1,1);for(var g=e.getTile(r).tileSize,v=l/(Math.pow(2,t.transform.zoom-r.z)*g),y=[[-1,-1],[-1,1],[1,-1],[1,1]],b=0;b<y.length;b++){var x=y[b];n.uniformMatrix4fv(h.u_matrix,!1,s.translate([],i,[v*x[0],v*x[1],0])),n.drawArrays(n.LINES,0,m.length)}n.uniform4f(h.u_color,0,0,0,1),n.uniformMatrix4fv(h.u_matrix,!1,i),n.drawArrays(n.LINES,0,m.length)}var a=t(\"../lib/debugtext\"),o=t(\"../util/browser\"),s=t(\"gl-matrix\").mat4,l=t(\"../data/bucket\").EXTENT,u=t(\"../data/buffer\"),c=t(\"./vertex_array_object\");e.exports=n},{\"../data/bucket\":329,\"../data/buffer\":334,\"../lib/debugtext\":342,\"../util/browser\":426,\"./vertex_array_object\":357,\"gl-matrix\":193}],349:[function(t,e,r){\"use strict\";function n(t,e,r,n){var o=t.gl;o.enable(o.STENCIL_TEST);var s;if(s=!r.paint[\"fill-pattern\"]&&(r.isPaintValueFeatureConstant(\"fill-color\")&&r.isPaintValueFeatureConstant(\"fill-opacity\")&&1===r.paint[\"fill-color\"][3]&&1===r.paint[\"fill-opacity\"]),t.isOpaquePass===s){t.setDepthSublayer(1);for(var l=0;l<n.length;l++)i(t,e,r,n[l])}if(!t.isOpaquePass&&r.paint[\"fill-antialias\"]){t.lineWidth(2),t.depthMask(!1);var u=r.getPaintProperty(\"fill-outline-color\");(u||!r.paint[\"fill-pattern\"])&&u?t.setDepthSublayer(2):t.setDepthSublayer(0);for(var c=0;c<n.length;c++)a(t,e,r,n[c])}}function i(t,e,r,n){var i=e.getTile(n),a=i.getBucket(r);if(a){var s=a.bufferGroups.fill;if(s){var l,u=t.gl,c=r.paint[\"fill-pattern\"];if(c)l=t.useProgram(\"pattern\"),o(c,r.paint[\"fill-opacity\"],i,n,t,l),u.activeTexture(u.TEXTURE0),t.spriteAtlas.bind(u,!0);else{var h=a.paintAttributes.fill[r.id];l=t.useProgram(\"fill\",h.defines,h.vertexPragmas,h.fragmentPragmas),a.setUniforms(u,\"fill\",l,r,{zoom:t.transform.zoom})}u.uniformMatrix4fv(l.u_matrix,!1,t.translatePosMatrix(n.posMatrix,i,r.paint[\"fill-translate\"],r.paint[\"fill-translate-anchor\"])),t.enableTileClippingMask(n);for(var f=0;f<s.length;f++){var d=s[f];d.vaos[r.id].bind(u,l,d.layoutVertexBuffer,d.elementBuffer,d.paintVertexBuffers[r.id]),u.drawElements(u.TRIANGLES,d.elementBuffer.length,u.UNSIGNED_SHORT,0)}}}}function a(t,e,r,n){var i=e.getTile(n),a=i.getBucket(r);if(a){var s,l=t.gl,u=a.bufferGroups.fill,c=r.paint[\"fill-pattern\"],h=r.paint[\"fill-opacity\"],f=r.getPaintProperty(\"fill-outline-color\");if(c&&!f)s=t.useProgram(\"outlinepattern\"),l.uniform2f(s.u_world,l.drawingBufferWidth,l.drawingBufferHeight);else{var d=a.paintAttributes.fill[r.id];s=t.useProgram(\"outline\",d.defines,d.vertexPragmas,d.fragmentPragmas),l.uniform2f(s.u_world,l.drawingBufferWidth,l.drawingBufferHeight),l.uniform1f(s.u_opacity,h),a.setUniforms(l,\"fill\",s,r,{zoom:t.transform.zoom})}l.uniformMatrix4fv(s.u_matrix,!1,t.translatePosMatrix(n.posMatrix,i,r.paint[\"fill-translate\"],r.paint[\"fill-translate-anchor\"])),c&&o(c,h,i,n,t,s),t.enableTileClippingMask(n);for(var p=0;p<u.length;p++){var m=u[p];m.secondVaos[r.id].bind(l,s,m.layoutVertexBuffer,m.elementBuffer2,m.paintVertexBuffers[r.id]),l.drawElements(l.LINES,2*m.elementBuffer2.length,l.UNSIGNED_SHORT,0)}}}function o(t,e,r,n,i,a){var o=i.gl,l=i.spriteAtlas.getPosition(t.from,!0),u=i.spriteAtlas.getPosition(t.to,!0);if(l&&u){o.uniform1i(a.u_image,0),o.uniform2fv(a.u_pattern_tl_a,l.tl),o.uniform2fv(a.u_pattern_br_a,l.br),o.uniform2fv(a.u_pattern_tl_b,u.tl),o.uniform2fv(a.u_pattern_br_b,u.br),o.uniform1f(a.u_opacity,e),o.uniform1f(a.u_mix,t.t),o.uniform1f(a.u_tile_units_to_pixels,1/s(r,1,i.transform.tileZoom)),o.uniform2fv(a.u_pattern_size_a,l.size),o.uniform2fv(a.u_pattern_size_b,u.size),o.uniform1f(a.u_scale_a,t.fromScale),o.uniform1f(a.u_scale_b,t.toScale);var c=r.tileSize*Math.pow(2,i.transform.tileZoom-r.coord.z),h=c*(r.coord.x+n.w*Math.pow(2,r.coord.z)),f=c*r.coord.y;o.uniform2f(a.u_pixel_coord_upper,h>>16,f>>16),o.uniform2f(a.u_pixel_coord_lower,65535&h,65535&f),o.activeTexture(o.TEXTURE0),i.spriteAtlas.bind(o,!0)}}var s=t(\"../source/pixels_to_tile_units\");e.exports=n},{\"../source/pixels_to_tile_units\":363}],350:[function(t,e,r){\"use strict\";var n=t(\"../util/browser\"),i=t(\"gl-matrix\").mat2,a=t(\"../source/pixels_to_tile_units\");e.exports=function(t,e,r,o){if(!t.isOpaquePass){t.setDepthSublayer(0),t.depthMask(!1);var s=t.gl;if(s.enable(s.STENCIL_TEST),!(r.paint[\"line-width\"]<=0)){var l=1/n.devicePixelRatio,u=r.paint[\"line-blur\"]+l,c=r.paint[\"line-color\"],h=t.transform,f=i.create();i.scale(f,f,[1,Math.cos(h._pitch)]),i.rotate(f,f,t.transform.angle);var d,p,m,g,v,y=Math.sqrt(h.height*h.height/4*(1+h.altitude*h.altitude)),b=h.height/2*Math.tan(h._pitch),x=(y+b)/y-1,_=r.paint[\"line-dasharray\"],w=r.paint[\"line-pattern\"];if(_)d=t.useProgram(\"linesdfpattern\"),s.uniform1f(d.u_linewidth,r.paint[\"line-width\"]/2),s.uniform1f(d.u_gapwidth,r.paint[\"line-gap-width\"]/2),s.uniform1f(d.u_antialiasing,l/2),s.uniform1f(d.u_blur,u),s.uniform4fv(d.u_color,c),s.uniform1f(d.u_opacity,r.paint[\"line-opacity\"]),p=t.lineAtlas.getDash(_.from,\"round\"===r.layout[\"line-cap\"]),m=t.lineAtlas.getDash(_.to,\"round\"===r.layout[\"line-cap\"]),s.uniform1i(d.u_image,0),s.activeTexture(s.TEXTURE0),t.lineAtlas.bind(s),s.uniform1f(d.u_tex_y_a,p.y),s.uniform1f(d.u_tex_y_b,m.y),s.uniform1f(d.u_mix,_.t),s.uniform1f(d.u_extra,x),s.uniform1f(d.u_offset,-r.paint[\"line-offset\"]),s.uniformMatrix2fv(d.u_antialiasingmatrix,!1,f);else if(w){if(g=t.spriteAtlas.getPosition(w.from,!0),v=t.spriteAtlas.getPosition(w.to,!0),!g||!v)return;d=t.useProgram(\"linepattern\"),s.uniform1i(d.u_image,0),s.activeTexture(s.TEXTURE0),t.spriteAtlas.bind(s,!0),s.uniform1f(d.u_linewidth,r.paint[\"line-width\"]/2),s.uniform1f(d.u_gapwidth,r.paint[\"line-gap-width\"]/2),s.uniform1f(d.u_antialiasing,l/2),s.uniform1f(d.u_blur,u),s.uniform2fv(d.u_pattern_tl_a,g.tl),s.uniform2fv(d.u_pattern_br_a,g.br),s.uniform2fv(d.u_pattern_tl_b,v.tl),s.uniform2fv(d.u_pattern_br_b,v.br),s.uniform1f(d.u_fade,w.t),s.uniform1f(d.u_opacity,r.paint[\"line-opacity\"]),s.uniform1f(d.u_extra,x),s.uniform1f(d.u_offset,-r.paint[\"line-offset\"]),s.uniformMatrix2fv(d.u_antialiasingmatrix,!1,f)}else d=t.useProgram(\"line\"),s.uniform1f(d.u_linewidth,r.paint[\"line-width\"]/2),s.uniform1f(d.u_gapwidth,r.paint[\"line-gap-width\"]/2),s.uniform1f(d.u_antialiasing,l/2),s.uniform1f(d.u_blur,u),s.uniform1f(d.u_extra,x),s.uniform1f(d.u_offset,-r.paint[\"line-offset\"]),s.uniformMatrix2fv(d.u_antialiasingmatrix,!1,f),s.uniform4fv(d.u_color,c),s.uniform1f(d.u_opacity,r.paint[\"line-opacity\"]);for(var M=0;M<o.length;M++){var k=o[M],A=e.getTile(k),T=A.getBucket(r);if(T){var S=T.bufferGroups.line;if(S){t.enableTileClippingMask(k);var E=t.translatePosMatrix(k.posMatrix,A,r.paint[\"line-translate\"],r.paint[\"line-translate-anchor\"]);s.uniformMatrix4fv(d.u_matrix,!1,E);var L=1/a(A,1,t.transform.zoom);if(_){var C=p.width*_.fromScale,I=m.width*_.toScale,z=[1/a(A,C,t.transform.tileZoom),-p.height/2],D=[1/a(A,I,t.transform.tileZoom),-m.height/2],P=t.lineAtlas.width/(256*Math.min(C,I)*n.devicePixelRatio)/2;s.uniform1f(d.u_ratio,L),s.uniform2fv(d.u_patternscale_a,z),s.uniform2fv(d.u_patternscale_b,D),s.uniform1f(d.u_sdfgamma,P)}else w?(s.uniform1f(d.u_ratio,L),s.uniform2fv(d.u_pattern_size_a,[a(A,g.size[0]*w.fromScale,t.transform.tileZoom),v.size[1]]),s.uniform2fv(d.u_pattern_size_b,[a(A,v.size[0]*w.toScale,t.transform.tileZoom),v.size[1]])):s.uniform1f(d.u_ratio,L);for(var O=0;O<S.length;O++){var R=S[O];R.vaos[r.id].bind(s,d,R.layoutVertexBuffer,R.elementBuffer),s.drawElements(s.TRIANGLES,3*R.elementBuffer.length,s.UNSIGNED_SHORT,0)}}}}}}}},{\"../source/pixels_to_tile_units\":363,\"../util/browser\":426,\"gl-matrix\":193}],351:[function(t,e,r){\"use strict\";function n(t,e,r,n){if(!t.isOpaquePass){var a=t.gl;a.enable(a.DEPTH_TEST),t.depthMask(!0),a.depthFunc(a.LESS);for(var o=n.length&&n[0].z,s=0;s<n.length;s++){var l=n[s];t.setDepthSublayer(l.z-o),i(t,e,r,l)}a.depthFunc(a.LEQUAL)}}function i(t,e,r,n){var i=t.gl;i.disable(i.STENCIL_TEST);var u=e.getTile(n),c=t.transform.calculatePosMatrix(n,e.maxzoom),h=t.useProgram(\"raster\");i.uniformMatrix4fv(h.u_matrix,!1,c),i.uniform1f(h.u_brightness_low,r.paint[\"raster-brightness-min\"]),i.uniform1f(h.u_brightness_high,r.paint[\"raster-brightness-max\"]),i.uniform1f(h.u_saturation_factor,s(r.paint[\"raster-saturation\"])),i.uniform1f(h.u_contrast_factor,o(r.paint[\"raster-contrast\"])),i.uniform3fv(h.u_spin_weights,a(r.paint[\"raster-hue-rotate\"]));var f,d,p=u.source&&u.source.findLoadedParent(n,0,{}),m=l(u,p,r,t.transform);i.activeTexture(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,u.texture),i.activeTexture(i.TEXTURE1),p?(i.bindTexture(i.TEXTURE_2D,p.texture),f=Math.pow(2,p.coord.z-u.coord.z),d=[u.coord.x*f%1,u.coord.y*f%1]):(i.bindTexture(i.TEXTURE_2D,u.texture),m[1]=0),i.uniform2fv(h.u_tl_parent,d||[0,0]),i.uniform1f(h.u_scale_parent,f||1),i.uniform1f(h.u_buffer_scale,1),i.uniform1f(h.u_opacity0,m[0]),i.uniform1f(h.u_opacity1,m[1]),i.uniform1i(h.u_image0,0),i.uniform1i(h.u_image1,1);var g=u.boundsBuffer||t.rasterBoundsBuffer;(u.boundsVAO||t.rasterBoundsVAO).bind(i,h,g),i.drawArrays(i.TRIANGLE_STRIP,0,g.length)}function a(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}function o(t){return t>0?1/(1-t):1+t}function s(t){return t>0?1-1/(1.001-t):-t}function l(t,e,r,n){var i=[1,0],a=r.paint[\"raster-fade-duration\"];if(t.source&&a>0){var o=(new Date).getTime(),s=(o-t.timeAdded)/a,l=e?(o-e.timeAdded)/a:-1,c=n.coveringZoomLevel(t.source),h=!!e&&Math.abs(e.coord.z-c)>Math.abs(t.coord.z-c);!e||h?(i[0]=u.clamp(s,0,1),i[1]=1-i[0]):(i[0]=u.clamp(1-l,0,1),i[1]=1-i[0])}var f=r.paint[\"raster-opacity\"];return i[0]*=f,i[1]*=f,i}var u=t(\"../util/util\"),c=t(\"../util/struct_array\");e.exports=n,n.RasterBoundsArray=new c({members:[{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]})},{\"../util/struct_array\":440,\"../util/util\":442}],352:[function(t,e,r){\"use strict\";function n(t,e,r,n){if(!t.isOpaquePass){var a=!(r.layout[\"text-allow-overlap\"]||r.layout[\"icon-allow-overlap\"]||r.layout[\"text-ignore-placement\"]||r.layout[\"icon-ignore-placement\"]),o=t.gl;a?o.disable(o.STENCIL_TEST):o.enable(o.STENCIL_TEST),t.setDepthSublayer(0),t.depthMask(!1),o.disable(o.DEPTH_TEST),i(t,e,r,n,!1,r.paint[\"icon-translate\"],r.paint[\"icon-translate-anchor\"],r.layout[\"icon-rotation-alignment\"],r.layout[\"icon-rotation-alignment\"],r.layout[\"icon-size\"],r.paint[\"icon-halo-width\"],r.paint[\"icon-halo-color\"],r.paint[\"icon-halo-blur\"],r.paint[\"icon-opacity\"],r.paint[\"icon-color\"]),\n",
       "i(t,e,r,n,!0,r.paint[\"text-translate\"],r.paint[\"text-translate-anchor\"],r.layout[\"text-rotation-alignment\"],r.layout[\"text-pitch-alignment\"],r.layout[\"text-size\"],r.paint[\"text-halo-width\"],r.paint[\"text-halo-color\"],r.paint[\"text-halo-blur\"],r.paint[\"text-opacity\"],r.paint[\"text-color\"]),o.enable(o.DEPTH_TEST),e.map.showCollisionBoxes&&s(t,e,r,n)}}function i(t,e,r,n,i,o,s,l,u,c,h,f,d,p,m){for(var g=0;g<n.length;g++){var v=e.getTile(n[g]),y=v.getBucket(r);if(y){var b=y.bufferGroups,x=i?b.glyph:b.icon;x.length&&(t.enableTileClippingMask(n[g]),a(t,r,n[g].posMatrix,v,y,x,i,i||y.sdfIcons,!i&&y.iconsNeedLinear,i?y.adjustedTextSize:y.adjustedIconSize,y.fontstack,o,s,l,u,c,h,f,d,p,m))}}}function a(t,e,r,n,i,a,s,u,c,h,f,d,p,m,g,v,y,b,x,_,w){var M,k,A,T=t.gl,S=t.transform,E=\"map\"===m,L=\"map\"===g,C=s?24:1,I=v/C;if(L?(k=l(n,1,t.transform.zoom)*I,A=1/Math.cos(S._pitch),M=[k,k]):(k=t.transform.altitude*I,A=1,M=[S.pixelsToGLUnits[0]*k,S.pixelsToGLUnits[1]*k]),s||t.style.sprite.loaded()){var z=t.useProgram(u?\"sdf\":\"icon\");if(T.uniformMatrix4fv(z.u_matrix,!1,t.translatePosMatrix(r,n,d,p)),T.uniform1i(z.u_rotate_with_map,E),T.uniform1i(z.u_pitch_with_map,L),T.uniform2fv(z.u_extrude_scale,M),T.activeTexture(T.TEXTURE0),T.uniform1i(z.u_texture,0),s){var D=f&&t.glyphSource.getGlyphAtlas(f);if(!D)return;D.updateTexture(T),T.uniform2f(z.u_texsize,D.width/4,D.height/4)}else{var P=t.options.rotating||t.options.zooming,O=1!==I||o.devicePixelRatio!==t.spriteAtlas.pixelRatio||c,R=L||t.transform.pitch;t.spriteAtlas.bind(T,u||P||O||R),T.uniform2f(z.u_texsize,t.spriteAtlas.width/4,t.spriteAtlas.height/4)}var F=Math.log(v/h)/Math.LN2||0;T.uniform1f(z.u_zoom,10*(t.transform.zoom-F)),T.activeTexture(T.TEXTURE1),t.frameHistory.bind(T),T.uniform1i(z.u_fadetexture,1);var j;if(u){var N=.105*C/v/o.devicePixelRatio;if(y){T.uniform1f(z.u_gamma,(1.19*x/I/8+N)*A),T.uniform4fv(z.u_color,b),T.uniform1f(z.u_opacity,_),T.uniform1f(z.u_buffer,(6-y/I)/8);for(var B=0;B<a.length;B++)j=a[B],j.vaos[e.id].bind(T,z,j.layoutVertexBuffer,j.elementBuffer),T.drawElements(T.TRIANGLES,3*j.elementBuffer.length,T.UNSIGNED_SHORT,0)}T.uniform1f(z.u_gamma,N*A),T.uniform4fv(z.u_color,w),T.uniform1f(z.u_opacity,_),T.uniform1f(z.u_buffer,.75),T.uniform1f(z.u_pitch,S.pitch/360*2*Math.PI),T.uniform1f(z.u_bearing,S.bearing/360*2*Math.PI),T.uniform1f(z.u_aspect_ratio,S.width/S.height);for(var U=0;U<a.length;U++)j=a[U],j.vaos[e.id].bind(T,z,j.layoutVertexBuffer,j.elementBuffer),T.drawElements(T.TRIANGLES,3*j.elementBuffer.length,T.UNSIGNED_SHORT,0)}else{T.uniform1f(z.u_opacity,_);for(var V=0;V<a.length;V++)j=a[V],j.vaos[e.id].bind(T,z,j.layoutVertexBuffer,j.elementBuffer),T.drawElements(T.TRIANGLES,3*j.elementBuffer.length,T.UNSIGNED_SHORT,0)}}}var o=t(\"../util/browser\"),s=t(\"./draw_collision_debug\"),l=t(\"../source/pixels_to_tile_units\");e.exports=n},{\"../source/pixels_to_tile_units\":363,\"../util/browser\":426,\"./draw_collision_debug\":347}],353:[function(t,e,r){\"use strict\";function n(){this.changeTimes=new Float64Array(256),this.changeOpacities=new Uint8Array(256),this.opacities=new Uint8ClampedArray(256),this.array=new Uint8Array(this.opacities.buffer),this.fadeDuration=300,this.previousZoom=0,this.firstFrame=!0}e.exports=n,n.prototype.record=function(t){var e=Date.now();this.firstFrame&&(e=0,this.firstFrame=!1),t=Math.floor(10*t);var r;if(t<this.previousZoom)for(r=t+1;r<=this.previousZoom;r++)this.changeTimes[r]=e,this.changeOpacities[r]=this.opacities[r];else for(r=t;r>this.previousZoom;r--)this.changeTimes[r]=e,this.changeOpacities[r]=this.opacities[r];for(r=0;r<256;r++){var n=e-this.changeTimes[r],i=n/this.fadeDuration*255;this.opacities[r]=r<=t?this.changeOpacities[r]+i:this.changeOpacities[r]-i}this.changed=!0,this.previousZoom=t},n.prototype.bind=function(t){this.texture?(t.bindTexture(t.TEXTURE_2D,this.texture),this.changed&&(t.texSubImage2D(t.TEXTURE_2D,0,0,0,256,1,t.ALPHA,t.UNSIGNED_BYTE,this.array),this.changed=!1)):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),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),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texImage2D(t.TEXTURE_2D,0,t.ALPHA,256,1,0,t.ALPHA,t.UNSIGNED_BYTE,this.array))}},{}],354:[function(t,e,r){\"use strict\";function n(t,e){this.width=t,this.height=e,this.nextRow=0,this.bytes=4,this.data=new Uint8Array(this.width*this.height*this.bytes),this.positions={}}var i=t(\"../util/util\");e.exports=n,n.prototype.setSprite=function(t){this.sprite=t},n.prototype.getDash=function(t,e){var r=t.join(\",\")+e;return this.positions[r]||(this.positions[r]=this.addDash(t,e)),this.positions[r]},n.prototype.addDash=function(t,e){var r=e?7:0,n=2*r+1;if(this.nextRow+n>this.height)return i.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<t.length;o++)a+=t[o];for(var s=this.width/a,l=s/2,u=t.length%2==1,c=-r;c<=r;c++)for(var h=this.nextRow+r+c,f=this.width*h,d=u?-t[t.length-1]:0,p=t[0],m=1,g=0;g<this.width;g++){for(;p<g/s;)d=p,p+=t[m],u&&m===t.length-1&&(p+=t[0]),m++;var v,y=Math.abs(g-d*s),b=Math.abs(g-p*s),x=Math.min(y,b),_=m%2==1;if(e){var w=r?c/r*(l+1):0;if(_){var M=l-Math.abs(w);v=Math.sqrt(x*x+M*M)}else v=l-Math.sqrt(x*x+w*w)}else v=(_?1:-1)*x;this.data[3+4*(f+g)]=Math.max(0,Math.min(255,v+128))}var k={y:(this.nextRow+r+.5)/this.height,height:2*r/this.height,width:a};return this.nextRow+=n,this.dirty=!0,k},n.prototype.bind=function(t){this.texture?(t.bindTexture(t.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,t.texSubImage2D(t.TEXTURE_2D,0,0,0,this.width,this.height,t.RGBA,t.UNSIGNED_BYTE,this.data))):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.REPEAT),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.REPEAT),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.LINEAR),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.LINEAR),t.texImage2D(t.TEXTURE_2D,0,t.RGBA,this.width,this.height,0,t.RGBA,t.UNSIGNED_BYTE,this.data))}},{\"../util/util\":442}],355:[function(t,e,r){\"use strict\";function n(t,e){this.gl=t,this.transform=e,this.reusableTextures={},this.preFbos={},this.frameHistory=new o,this.setup(),this.numSublayers=s.maxUnderzooming+s.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.lineWidthRange=t.getParameter(t.ALIASED_LINE_WIDTH_RANGE)}var i=t(\"../util/browser\"),a=t(\"gl-matrix\").mat4,o=t(\"./frame_history\"),s=t(\"../source/source_cache\"),l=t(\"../data/bucket\").EXTENT,u=t(\"../source/pixels_to_tile_units\"),c=t(\"../util/util\"),h=t(\"../util/struct_array\"),f=t(\"../data/buffer\"),d=t(\"./vertex_array_object\"),p=t(\"./draw_raster\").RasterBoundsArray,m=t(\"./create_uniform_pragmas\");e.exports=n,c.extend(n.prototype,t(\"./painter/use_program\")),n.prototype.resize=function(t,e){var r=this.gl;this.width=t*i.devicePixelRatio,this.height=e*i.devicePixelRatio,r.viewport(0,0,this.width,this.height)},n.prototype.setup=function(){var t=this.gl;t.verbose=!0,t.enable(t.BLEND),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),t.enable(t.STENCIL_TEST),t.enable(t.DEPTH_TEST),t.depthFunc(t.LEQUAL),this._depthMask=!1,t.depthMask(!1);var e=this.PosArray=new h({members:[{name:\"a_pos\",type:\"Int16\",components:2}]}),r=new e;r.emplaceBack(0,0),r.emplaceBack(l,0),r.emplaceBack(0,l),r.emplaceBack(l,l),this.tileExtentBuffer=new f(r.serialize(),e.serialize(),f.BufferType.VERTEX),this.tileExtentVAO=new d,this.tileExtentPatternVAO=new d;var n=new e;n.emplaceBack(0,0),n.emplaceBack(l,0),n.emplaceBack(l,l),n.emplaceBack(0,l),n.emplaceBack(0,0),this.debugBuffer=new f(n.serialize(),e.serialize(),f.BufferType.VERTEX),this.debugVAO=new d;var i=new p;i.emplaceBack(0,0,0,0),i.emplaceBack(l,0,32767,0),i.emplaceBack(0,l,0,32767),i.emplaceBack(l,l,32767,32767),this.rasterBoundsBuffer=new f(i.serialize(),p.serialize(),f.BufferType.VERTEX),this.rasterBoundsVAO=new d},n.prototype.clearColor=function(){var t=this.gl;t.clearColor(0,0,0,0),t.clear(t.COLOR_BUFFER_BIT)},n.prototype.clearStencil=function(){var t=this.gl;t.clearStencil(0),t.stencilMask(255),t.clear(t.STENCIL_BUFFER_BIT)},n.prototype.clearDepth=function(){var t=this.gl;t.clearDepth(1),this.depthMask(!0),t.clear(t.DEPTH_BUFFER_BIT)},n.prototype._renderTileClippingMasks=function(t){var e=this.gl;e.colorMask(!1,!1,!1,!1),this.depthMask(!1),e.disable(e.DEPTH_TEST),e.enable(e.STENCIL_TEST),e.stencilMask(248),e.stencilOp(e.KEEP,e.KEEP,e.REPLACE);var r=1;this._tileClippingMaskIDs={};for(var n=0;n<t.length;n++){var i=t[n],a=this._tileClippingMaskIDs[i.id]=r++<<3;e.stencilFunc(e.ALWAYS,a,248);var o=m([{name:\"u_color\",components:4},{name:\"u_opacity\",components:1}]),s=this.useProgram(\"fill\",[],o,o);e.uniformMatrix4fv(s.u_matrix,!1,i.posMatrix),this.tileExtentVAO.bind(e,s,this.tileExtentBuffer),e.drawArrays(e.TRIANGLE_STRIP,0,this.tileExtentBuffer.length)}e.stencilMask(0),e.colorMask(!0,!0,!0,!0),this.depthMask(!0),e.enable(e.DEPTH_TEST)},n.prototype.enableTileClippingMask=function(t){var e=this.gl;e.stencilFunc(e.EQUAL,this._tileClippingMaskIDs[t.id],248)},n.prototype.prepareBuffers=function(){},n.prototype.bindDefaultFramebuffer=function(){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,null)};var g={symbol:t(\"./draw_symbol\"),circle:t(\"./draw_circle\"),line:t(\"./draw_line\"),fill:t(\"./draw_fill\"),raster:t(\"./draw_raster\"),background:t(\"./draw_background\"),debug:t(\"./draw_debug\")};n.prototype.render=function(t,e){this.style=t,this.options=e,this.lineAtlas=t.lineAtlas,this.spriteAtlas=t.spriteAtlas,this.spriteAtlas.setSprite(t.sprite),this.glyphSource=t.glyphSource,this.frameHistory.record(this.transform.zoom),this.prepareBuffers(),this.clearColor(),this.clearDepth(),this.showOverdrawInspector(e.showOverdrawInspector),this.depthRange=(t._order.length+2)*this.numSublayers*this.depthEpsilon,this.renderPass({isOpaquePass:!0}),this.renderPass({isOpaquePass:!1})},n.prototype.renderPass=function(t){var e=this.style._groups,r=t.isOpaquePass;this.currentLayer=r?this.style._order.length:-1;for(var n=0;n<e.length;n++){var i,a=e[r?e.length-1-n:n],o=this.style.sources[a.source],s=[];if(o){for(s=o.getVisibleCoordinates(),i=0;i<s.length;i++)s[i].posMatrix=this.transform.calculatePosMatrix(s[i],o.maxzoom);this.clearStencil(),o.prepare&&o.prepare(),o.isTileClipped&&this._renderTileClippingMasks(s)}for(r?(this._showOverdrawInspector||this.gl.disable(this.gl.BLEND),this.isOpaquePass=!0):(this.gl.enable(this.gl.BLEND),this.isOpaquePass=!1,s.reverse()),i=0;i<a.length;i++){var l=a[r?a.length-1-i:i];this.currentLayer+=r?-1:1,this.renderLayer(this,o,l,s)}o&&g.debug(this,o,s)}},n.prototype.depthMask=function(t){t!==this._depthMask&&(this._depthMask=t,this.gl.depthMask(t))},n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||n.length)&&(this.id=r.id,g[r.type](t,e,r,n))},n.prototype.setDepthSublayer=function(t){var e=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon,r=e-1+this.depthRange;this.gl.depthRange(r,e)},n.prototype.translatePosMatrix=function(t,e,r,n){if(!r[0]&&!r[1])return t;if(\"viewport\"===n){var i=Math.sin(-this.transform.angle),o=Math.cos(-this.transform.angle);r=[r[0]*o-r[1]*i,r[0]*i+r[1]*o]}var s=[u(e,r[0],this.transform.zoom),u(e,r[1],this.transform.zoom),0],l=new Float32Array(16);return a.translate(l,t,s),l},n.prototype.saveTexture=function(t){var e=this.reusableTextures[t.size];e?e.push(t):this.reusableTextures[t.size]=[t]},n.prototype.getTexture=function(t){var e=this.reusableTextures[t];return e&&e.length>0?e.pop():null},n.prototype.lineWidth=function(t){this.gl.lineWidth(c.clamp(t,this.lineWidthRange[0],this.lineWidthRange[1]))},n.prototype.showOverdrawInspector=function(t){if(t||this._showOverdrawInspector){this._showOverdrawInspector=t;var e=this.gl;if(t){e.blendFunc(e.CONSTANT_COLOR,e.ONE);e.blendColor(1/8,1/8,1/8,0),e.clearColor(0,0,0,1),e.clear(e.COLOR_BUFFER_BIT)}else e.blendFunc(e.ONE,e.ONE_MINUS_SRC_ALPHA)}}},{\"../data/bucket\":329,\"../data/buffer\":334,\"../source/pixels_to_tile_units\":363,\"../source/source_cache\":367,\"../util/browser\":426,\"../util/struct_array\":440,\"../util/util\":442,\"./create_uniform_pragmas\":344,\"./draw_background\":345,\"./draw_circle\":346,\"./draw_debug\":348,\"./draw_fill\":349,\"./draw_line\":350,\"./draw_raster\":351,\"./draw_symbol\":352,\"./frame_history\":353,\"./painter/use_program\":356,\"./vertex_array_object\":357,\"gl-matrix\":193}],356:[function(t,e,r){\"use strict\";function n(t,e){return t.replace(/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,function(t,r,n,i,a){return e[r][a].replace(/{type}/g,i).replace(/{precision}/g,n)})}var i=t(\"assert\"),a=t(\"../../util/util\"),o=t(\"mapbox-gl-shaders\"),s=o.util;e.exports._createProgram=function(t,e,r,l){for(var u=this.gl,c=u.createProgram(),h=o[t],f=\"#define MAPBOX_GL_JS;\\n\",d=0;d<e.length;d++)f+=\"#define \"+e[d]+\";\\n\";var p=u.createShader(u.FRAGMENT_SHADER);u.shaderSource(p,n(f+h.fragmentSource,l)),u.compileShader(p),i(u.getShaderParameter(p,u.COMPILE_STATUS),u.getShaderInfoLog(p)),u.attachShader(c,p);var m=u.createShader(u.VERTEX_SHADER);u.shaderSource(m,n(f+s+h.vertexSource,r)),u.compileShader(m),i(u.getShaderParameter(m,u.COMPILE_STATUS),u.getShaderInfoLog(m)),u.attachShader(c,m),u.linkProgram(c),i(u.getProgramParameter(c,u.LINK_STATUS),u.getProgramInfoLog(c));for(var g={},v=u.getProgramParameter(c,u.ACTIVE_ATTRIBUTES),y=0;y<v;y++){var b=u.getActiveAttrib(c,y);g[b.name]=u.getAttribLocation(c,b.name)}for(var x={},_=u.getProgramParameter(c,u.ACTIVE_UNIFORMS),w=0;w<_;w++){var M=u.getActiveUniform(c,w);x[M.name]=u.getUniformLocation(c,M.name)}return a.extend({program:c,definition:h,attributes:g,numAttributes:v},g,x)},e.exports._createProgramCached=function(t,e,r,n){this.cache=this.cache||{};var i=JSON.stringify({name:t,defines:e,vertexPragmas:r,fragmentPragmas:n});return this.cache[i]||(this.cache[i]=this._createProgram(t,e,r,n)),this.cache[i]},e.exports.useProgram=function(t,e,r,n){var i=this.gl;e=e||[],this._showOverdrawInspector&&(e=e.concat(\"OVERDRAW_INSPECTOR\"));var a=this._createProgramCached(t,e,r,n);return this.currentProgram!==a&&(i.useProgram(a.program),this.currentProgram=a),a}},{\"../../util/util\":442,assert:47,\"mapbox-gl-shaders\":303}],357:[function(t,e,r){\"use strict\";function n(){this.boundProgram=null,this.boundVertexBuffer=null,this.boundVertexBuffer2=null,this.boundElementBuffer=null,this.vao=null}var i=t(\"assert\");e.exports=n,n.prototype.bind=function(t,e,r,n,i){void 0===t.extVertexArrayObject&&(t.extVertexArrayObject=t.getExtension(\"OES_vertex_array_object\"));var a=!this.vao||this.boundProgram!==e||this.boundVertexBuffer!==r||this.boundVertexBuffer2!==i||this.boundElementBuffer!==n;!t.extVertexArrayObject||a?this.freshBind(t,e,r,n,i):t.extVertexArrayObject.bindVertexArrayOES(this.vao)},n.prototype.freshBind=function(t,e,r,n,a){var o,s=e.numAttributes;if(t.extVertexArrayObject)this.vao&&this.destroy(t),this.vao=t.extVertexArrayObject.createVertexArrayOES(),t.extVertexArrayObject.bindVertexArrayOES(this.vao),o=0,this.boundProgram=e,this.boundVertexBuffer=r,this.boundVertexBuffer2=a,this.boundElementBuffer=n;else{o=t.currentNumAttributes||0;for(var l=s;l<o;l++)i(0!==l),t.disableVertexAttribArray(l)}for(var u=o;u<s;u++)t.enableVertexAttribArray(u);r.bind(t),r.setVertexAttribPointers(t,e),a&&(a.bind(t),a.setVertexAttribPointers(t,e)),n&&n.bind(t),t.currentNumAttributes=s},n.prototype.unbind=function(t){var e=t.extVertexArrayObject;e&&e.bindVertexArrayOES(null)},n.prototype.destroy=function(t){var e=t.extVertexArrayObject;e&&this.vao&&(e.deleteVertexArrayOES(this.vao),this.vao=null)}},{assert:47}],358:[function(t,e,r){\"use strict\";function n(t,e,r){e=e||{},this.id=t,this.dispatcher=r,this._data=e.data,void 0!==e.maxzoom&&(this.maxzoom=e.maxzoom),e.type&&(this.type=e.type);var n=s/this.tileSize;this.workerOptions=a.extend({source:this.id,cluster:e.cluster||!1,geojsonVtOptions:{buffer:(void 0!==e.buffer?e.buffer:128)*n,tolerance:(void 0!==e.tolerance?e.tolerance:.375)*n,extent:s,maxZoom:this.maxzoom},superclusterOptions:{maxZoom:Math.min(e.clusterMaxZoom,this.maxzoom-1)||this.maxzoom-1,extent:s,radius:(e.clusterRadius||50)*n,log:!1}},e.workerOptions),this._updateWorkerData(function(t){if(t)return void this.fire(\"error\",{error:t});this.fire(\"load\")}.bind(this))}var i=t(\"../util/evented\"),a=t(\"../util/util\"),o=t(\"resolve-url\"),s=t(\"../data/bucket\").EXTENT;e.exports=n,n.prototype=a.inherit(i,{type:\"geojson\",minzoom:0,maxzoom:18,tileSize:512,isTileClipped:!0,reparseOverscaled:!0,onAdd:function(t){this.map=t},setData:function(t){return this._data=t,this._updateWorkerData(function(t){if(t)return this.fire(\"error\",{error:t});this.fire(\"change\")}.bind(this)),this},_updateWorkerData:function(t){var e=a.extend({},this.workerOptions),r=this._data;\"string\"==typeof r?e.url=\"undefined\"!=typeof window?o(window.location.href,r):r:e.data=JSON.stringify(r),this.workerID=this.dispatcher.send(this.type+\".loadData\",e,function(e){this._loaded=!0,t(e)}.bind(this))},loadTile:function(t,e){var r=t.coord.z>this.maxzoom?Math.pow(2,t.coord.z-this.maxzoom):1,n={type:this.type,uid:t.uid,coord:t.coord,zoom:t.coord.z,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,overscaling:r,angle:this.map.transform.angle,pitch:this.map.transform.pitch,showCollisionBoxes:this.map.showCollisionBoxes};t.workerID=this.dispatcher.send(\"load tile\",n,function(r,n){if(t.unloadVectorData(this.map.painter),!t.aborted)return r?e(r):(t.loadVectorData(n,this.map.style),t.redoWhenDone&&(t.redoWhenDone=!1,t.redoPlacement(this)),e(null))}.bind(this),this.workerID)},abortTile:function(t){t.aborted=!0},unloadTile:function(t){t.unloadVectorData(this.map.painter),this.dispatcher.send(\"remove tile\",{uid:t.uid,source:this.id},function(){},t.workerID)},serialize:function(){return{type:this.type,data:this._data}}})},{\"../data/bucket\":329,\"../util/evented\":434,\"../util/util\":442,\"resolve-url\":501}],359:[function(t,e,r){\"use strict\";function n(t,e,r){r&&(this.loadGeoJSON=r),h.call(this,t,e)}var i=t(\"../util/util\"),a=t(\"../util/ajax\"),o=t(\"geojson-rewind\"),s=t(\"./geojson_wrapper\"),l=t(\"vt-pbf\"),u=t(\"supercluster\"),c=t(\"geojson-vt\"),h=t(\"./vector_tile_worker_source\");e.exports=n,n.prototype=i.inherit(h,{_geoJSONIndexes:{},loadVectorData:function(t,e){var r=t.source,n=t.coord;if(!this._geoJSONIndexes[r])return e(null,null);var i=this._geoJSONIndexes[r].getTile(Math.min(n.z,t.maxZoom),n.x,n.y);if(!i)return e(null,null);var a=new s(i.features);a.name=\"_geojsonTileLayer\";var o=l({layers:{_geojsonTileLayer:a}});0===o.byteOffset&&o.byteLength===o.buffer.byteLength||(o=new Uint8Array(o)),e(null,{tile:a,rawTileData:o.buffer})},loadData:function(t,e){var r=function(r,n){return r?e(r):\"object\"!=typeof n?e(new Error(\"Input data is not a valid GeoJSON object.\")):(o(n,!0),void this._indexData(n,t,function(r,n){if(r)return e(r);this._geoJSONIndexes[t.source]=n,e(null)}.bind(this)))}.bind(this);this.loadGeoJSON(t,r)},loadGeoJSON:function(t,e){if(t.url)a.getJSON(t.url,e);else{if(\"string\"!=typeof t.data)return e(new Error(\"Input data is not a valid GeoJSON object.\"));try{return e(null,JSON.parse(t.data))}catch(t){return e(new Error(\"Input data is not a valid GeoJSON object.\"))}}},_indexData:function(t,e,r){try{e.cluster?r(null,u(e.superclusterOptions).load(t.features)):r(null,c(t,e.geojsonVtOptions))}catch(t){return r(t)}}})},{\"../util/ajax\":425,\"../util/util\":442,\"./geojson_wrapper\":360,\"./vector_tile_worker_source\":371,\"geojson-rewind\":138,\"geojson-vt\":142,supercluster:529,\"vt-pbf\":556}],360:[function(t,e,r){\"use strict\";function n(t){this.features=t,this.length=t.length,this.extent=s}function i(t){if(this.type=t.type,1===t.type){this.rawGeometry=[];for(var e=0;e<t.geometry.length;e++)this.rawGeometry.push([t.geometry[e]])}else this.rawGeometry=t.geometry;this.properties=t.tags,this.extent=s}var a=t(\"point-geometry\"),o=t(\"vector-tile\").VectorTileFeature,s=t(\"../data/bucket\").EXTENT;e.exports=n,n.prototype.feature=function(t){return new i(this.features[t])},i.prototype.loadGeometry=function(){var t=this.rawGeometry;this.geometry=[];for(var e=0;e<t.length;e++){for(var r=t[e],n=[],i=0;i<r.length;i++)n.push(new a(r[i][0],r[i][1]));this.geometry.push(n)}return this.geometry},i.prototype.bbox=function(){this.geometry||this.loadGeometry();for(var t=this.geometry,e=1/0,r=-1/0,n=1/0,i=-1/0,a=0;a<t.length;a++)for(var o=t[a],s=0;s<o.length;s++){var l=o[s];e=Math.min(e,l.x),r=Math.max(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.y)}return[e,n,r,i]},i.prototype.toGeoJSON=o.prototype.toGeoJSON},{\"../data/bucket\":329,\"point-geometry\":484,\"vector-tile\":550}],361:[function(t,e,r){\"use strict\";function n(t,e,r){this.id=t,this.dispatcher=r,this.url=e.url,this.coordinates=e.coordinates,u.getImage(e.url,function(t,r){if(t)return this.fire(\"error\",{error:t});this.image=r,this.image.addEventListener(\"load\",function(){this.map._rerender()}.bind(this)),this._loaded=!0,this.fire(\"load\"),this.map&&this.setCoordinates(e.coordinates)}.bind(this))}var i=t(\"../util/util\"),a=t(\"./tile_coord\"),o=t(\"../geo/lng_lat\"),s=t(\"point-geometry\"),l=t(\"../util/evented\"),u=t(\"../util/ajax\"),c=t(\"../data/bucket\").EXTENT,h=t(\"../render/draw_raster\").RasterBoundsArray,f=t(\"../data/buffer\"),d=t(\"../render/vertex_array_object\");e.exports=n,n.prototype=i.inherit(l,{minzoom:0,maxzoom:22,tileSize:512,onAdd:function(t){this.map=t,this.image&&this.setCoordinates(this.coordinates)},setCoordinates:function(t){this.coordinates=t;var e=this.map,r=t.map(function(t){return e.transform.locationCoordinate(o.convert(t)).zoomTo(0)}),n=this.centerCoord=i.getCoordinatesCenter(r);return n.column=Math.round(n.column),n.row=Math.round(n.row),this.minzoom=this.maxzoom=n.zoom,this._coord=new a(n.zoom,n.column,n.row),this._tileCoords=r.map(function(t){var e=t.zoomTo(n.zoom);return new s(Math.round((e.column-n.column)*c),Math.round((e.row-n.row)*c))}),this.fire(\"change\"),this},_setTile:function(t){this._prepared=!1,this.tile=t;var e=new h;e.emplaceBack(this._tileCoords[0].x,this._tileCoords[0].y,0,0),e.emplaceBack(this._tileCoords[1].x,this._tileCoords[1].y,32767,0),e.emplaceBack(this._tileCoords[3].x,this._tileCoords[3].y,0,32767),e.emplaceBack(this._tileCoords[2].x,this._tileCoords[2].y,32767,32767),this.tile.buckets={},this.tile.boundsBuffer=new f(e.serialize(),h.serialize(),f.BufferType.VERTEX),this.tile.boundsVAO=new d,this.tile.state=\"loaded\"},prepare:function(){if(this._loaded&&this.image&&this.image.complete&&this.tile){var t=this.map.painter,e=t.gl;this._prepared?(e.bindTexture(e.TEXTURE_2D,this.tile.texture),e.texSubImage2D(e.TEXTURE_2D,0,0,0,e.RGBA,e.UNSIGNED_BYTE,this.image)):(this.tile.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.tile.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.CLAMP_TO_EDGE),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.CLAMP_TO_EDGE),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.RGBA,e.RGBA,e.UNSIGNED_BYTE,this.image))}},loadTile:function(t,e){this._coord&&this._coord.toString()===t.coord.toString()?(this._setTile(t),e(null)):(t.state=\"errored\",e(null))},serialize:function(){return{type:\"image\",urls:this.url,coordinates:this.coordinates}}})},{\"../data/bucket\":329,\"../data/buffer\":334,\"../geo/lng_lat\":339,\"../render/draw_raster\":351,\"../render/vertex_array_object\":357,\"../util/ajax\":425,\"../util/evented\":434,\"../util/util\":442,\"./tile_coord\":369,\"point-geometry\":484}],362:[function(t,e,r){\"use strict\";var n=t(\"../util/util\"),i=t(\"../util/ajax\"),a=t(\"../util/browser\"),o=t(\"../util/mapbox\").normalizeSourceURL;e.exports=function(t,e){var r=function(t,r){if(t)return e(t);var i=n.pick(r,[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\"]);r.vector_layers&&(i.vectorLayers=r.vector_layers,i.vectorLayerIds=i.vectorLayers.map(function(t){return t.id})),e(null,i)};t.url?i.getJSON(o(t.url),r):a.frame(r.bind(null,null,t))}},{\"../util/ajax\":425,\"../util/browser\":426,\"../util/mapbox\":439,\"../util/util\":442}],363:[function(t,e,r){\"use strict\";var n=t(\"../data/bucket\");e.exports=function(t,e,r){return e*(n.EXTENT/(t.tileSize*Math.pow(2,r-t.coord.z)))}},{\"../data/bucket\":329}],364:[function(t,e,r){\"use strict\";function n(t,e){var r=t.coord,n=e.coord;return r.z-n.z||r.y-n.y||r.w-n.w||r.x-n.x}function i(t){for(var e=t[0]||{},r=1;r<t.length;r++){var n=t[r];for(var i in n){var a=n[i],o=e[i];if(void 0===o)o=e[i]=a;else for(var s=0;s<a.length;s++)o.push(a[s])}}return e}var a=t(\"./tile_coord\");r.rendered=function(t,e,r,a,o,s){var l=t.tilesIn(r);l.sort(n);for(var u=[],c=0;c<l.length;c++){var h=l[c];h.tile.featureIndex&&u.push(h.tile.featureIndex.query({queryGeometry:h.queryGeometry,scale:h.scale,tileSize:h.tile.tileSize,bearing:s,params:a},e))}return i(u)},r.source=function(t,e){for(var r=t.getRenderableIds().map(function(e){return t.getTileByID(e)}),n=[],i={},o=0;o<r.length;o++){var s=r[o],l=new a(Math.min(s.sourceMaxZoom,s.coord.z),s.coord.x,s.coord.y,0).id;i[l]||(i[l]=!0,s.querySourceFeatures(n,e))}return n}},{\"./tile_coord\":369}],365:[function(t,e,r){\"use strict\";function n(t,e,r){this.id=t,this.dispatcher=r,i.extend(this,i.pick(e,[\"url\",\"scheme\",\"tileSize\"])),s(e,function(t,e){if(t)return this.fire(\"error\",t);i.extend(this,e),this.fire(\"load\")}.bind(this))}var i=t(\"../util/util\"),a=t(\"../util/ajax\"),o=t(\"../util/evented\"),s=t(\"./load_tilejson\"),l=t(\"../util/mapbox\").normalizeTileURL;e.exports=n,n.prototype=i.inherit(o,{minzoom:0,maxzoom:22,roundZoom:!0,scheme:\"xyz\",tileSize:512,_loaded:!1,onAdd:function(t){this.map=t},serialize:function(){return{type:\"raster\",url:this.url,tileSize:this.tileSize}},loadTile:function(t,e){function r(r,n){if(delete t.request,!t.aborted){if(r)return e(r);var i=this.map.painter.gl;t.texture=this.map.painter.getTexture(n.width),t.texture?(i.bindTexture(i.TEXTURE_2D,t.texture),i.texSubImage2D(i.TEXTURE_2D,0,0,0,i.RGBA,i.UNSIGNED_BYTE,n)):(t.texture=i.createTexture(),i.bindTexture(i.TEXTURE_2D,t.texture),i.texParameteri(i.TEXTURE_2D,i.TEXTURE_MIN_FILTER,i.LINEAR_MIPMAP_NEAREST),i.texParameteri(i.TEXTURE_2D,i.TEXTURE_MAG_FILTER,i.LINEAR),i.texParameteri(i.TEXTURE_2D,i.TEXTURE_WRAP_S,i.CLAMP_TO_EDGE),i.texParameteri(i.TEXTURE_2D,i.TEXTURE_WRAP_T,i.CLAMP_TO_EDGE),i.pixelStorei(i.UNPACK_PREMULTIPLY_ALPHA_WEBGL,!0),i.texImage2D(i.TEXTURE_2D,0,i.RGBA,i.RGBA,i.UNSIGNED_BYTE,n),t.texture.size=n.width),i.generateMipmap(i.TEXTURE_2D),this.map.animationLoop.set(this.map.style.rasterFadeDuration),t.state=\"loaded\",e(null)}}var n=l(t.coord.url(this.tiles,null,this.scheme),this.url,this.tileSize);t.request=a.getImage(n,r.bind(this))},abortTile:function(t){t.request&&(t.request.abort(),delete t.request)},unloadTile:function(t){t.texture&&this.map.painter.saveTexture(t.texture)}})},{\"../util/ajax\":425,\"../util/evented\":434,\"../util/mapbox\":439,\"../util/util\":442,\"./load_tilejson\":362}],366:[function(t,e,r){\"use strict\";var n=t(\"../util/util\"),i={vector:t(\"../source/vector_tile_source\"),raster:t(\"../source/raster_tile_source\"),geojson:t(\"../source/geojson_source\"),video:t(\"../source/video_source\"),image:t(\"../source/image_source\")};r.create=function(t,e,r){if(e=new i[e.type](t,e,r),e.id!==t)throw new Error(\"Expected Source id to be \"+t+\" instead of \"+e.id);return n.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],e),e},r.getType=function(t){return i[t]},r.setType=function(t,e){i[t]=e}},{\"../source/geojson_source\":358,\"../source/image_source\":361,\"../source/raster_tile_source\":365,\"../source/vector_tile_source\":370,\"../source/video_source\":372,\"../util/util\":442}],367:[function(t,e,r){\"use strict\";function n(t,e,r){this.id=t,this.dispatcher=r;var n=this._source=o.create(t,e,r).on(\"load\",function(){this.map&&this._source.onAdd&&this._source.onAdd(this.map),this._sourceLoaded=!0,this.tileSize=n.tileSize,this.minzoom=n.minzoom,this.maxzoom=n.maxzoom,this.roundZoom=n.roundZoom,this.reparseOverscaled=n.reparseOverscaled,this.isTileClipped=n.isTileClipped,this.attribution=n.attribution,this.vectorLayerIds=n.vectorLayerIds,this.fire(\"load\")}.bind(this)).on(\"error\",function(t){this._sourceErrored=!0,this.fire(\"error\",t)}.bind(this)).on(\"change\",function(){this.reload(),this.transform&&this.update(this.transform,this.map&&this.map.style.rasterFadeDuration),this.fire(\"change\")}.bind(this));this._tiles={},this._cache=new c(0,this.unloadTile.bind(this)),this._isIdRenderable=this._isIdRenderable.bind(this)}function i(t,e,r){var n=r.zoomTo(Math.min(t.z,e));return{x:(n.column-(t.x+t.w*Math.pow(2,t.z)))*d,y:(n.row-t.y)*d}}function a(t,e){return t%32-e%32}var o=t(\"./source\"),s=t(\"./tile\"),l=t(\"../util/evented\"),u=t(\"./tile_coord\"),c=t(\"../util/lru_cache\"),h=t(\"../geo/coordinate\"),f=t(\"../util/util\"),d=t(\"../data/bucket\").EXTENT;e.exports=n,n.maxOverzooming=10,n.maxUnderzooming=3,n.prototype=f.inherit(l,{onAdd:function(t){this.map=t,this._source&&this._source.onAdd&&this._source.onAdd(t)},loaded:function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},getSource:function(){return this._source},loadTile:function(t,e){return this._source.loadTile(t,e)},unloadTile:function(t){if(this._source.unloadTile)return this._source.unloadTile(t)},abortTile:function(t){if(this._source.abortTile)return this._source.abortTile(t)},serialize:function(){return this._source.serialize()},prepare:function(){if(this._sourceLoaded&&this._source.prepare)return this._source.prepare()},getIds:function(){return Object.keys(this._tiles).map(Number).sort(a)},getRenderableIds:function(){return this.getIds().filter(this._isIdRenderable)},_isIdRenderable:function(t){return this._tiles[t].isRenderable()&&!this._coveredTiles[t]},reload:function(){this._cache.reset();for(var t in this._tiles){var e=this._tiles[t];\"loading\"!==e.state&&(e.state=\"reloading\"),this.loadTile(this._tiles[t],this._tileLoaded.bind(this,this._tiles[t]))}},_tileLoaded:function(t,e){if(e)return t.state=\"errored\",this.fire(\"tile.error\",{tile:t,error:e}),void this._source.fire(\"tile.error\",{tile:t,error:e});t.source=this,t.timeAdded=(new Date).getTime(),this.fire(\"tile.load\",{tile:t}),this._source.fire(\"tile.load\",{tile:t})},getTile:function(t){return this.getTileByID(t.id)},getTileByID:function(t){return this._tiles[t]},getZoom:function(t){return t.zoom+t.scaleZoom(t.tileSize/this.tileSize)},findLoadedChildren:function(t,e,r){var n=!1;for(var i in this._tiles){var a=this._tiles[i];if(!(r[i]||!a.isRenderable()||a.coord.z<=t.z||a.coord.z>e)){var o=Math.pow(2,Math.min(a.coord.z,this.maxzoom)-Math.min(t.z,this.maxzoom));if(Math.floor(a.coord.x/o)===t.x&&Math.floor(a.coord.y/o)===t.y)for(r[i]=!0,n=!0;a&&a.coord.z-1>t.z;){var s=a.coord.parent(this.maxzoom).id;a=this._tiles[s],a&&a.isRenderable()&&(delete r[i],r[s]=!0)}}}return n},findLoadedParent:function(t,e,r){for(var n=t.z-1;n>=e;n--){t=t.parent(this.maxzoom);var i=this._tiles[t.id];if(i&&i.isRenderable())return r[t.id]=!0,i;if(this._cache.has(t.id))return this.addTile(t),r[t.id]=!0,this._tiles[t.id]}},updateCacheSize:function(t){var e=Math.ceil(t.width/t.tileSize)+1,r=Math.ceil(t.height/t.tileSize)+1,n=e*r;this._cache.setMaxSize(Math.floor(5*n))},update:function(t,e){if(this._sourceLoaded){var r,i,a;this.updateCacheSize(t);var o=(this.roundZoom?Math.round:Math.floor)(this.getZoom(t)),s=Math.max(o-n.maxOverzooming,this.minzoom),l=Math.max(o+n.maxUnderzooming,this.minzoom),c={},h=(new Date).getTime();this._coveredTiles={};var d=this.used?t.coveringTiles(this._source):[];for(r=0;r<d.length;r++)i=d[r],a=this.addTile(i),c[i.id]=!0,a.isRenderable()||this.findLoadedChildren(i,l,c)||this.findLoadedParent(i,s,c);for(var p={},m=Object.keys(c),g=0;g<m.length;g++){var v=m[g];i=u.fromID(v),a=this._tiles[v],a&&a.timeAdded>h-(e||0)&&(this.findLoadedChildren(i,l,c)&&(c[v]=!0),this.findLoadedParent(i,s,p))}var y;for(y in p)c[y]||(this._coveredTiles[y]=!0);for(y in p)c[y]=!0;var b=f.keysDifference(this._tiles,c);for(r=0;r<b.length;r++)this.removeTile(+b[r]);this.transform=t}},addTile:function(t){var e=this._tiles[t.id];if(e)return e;var r=t.wrapped()\n",
       ";if(e=this._tiles[r.id],e||(e=this._cache.get(r.id))&&this._redoPlacement&&this._redoPlacement(e),!e){var n=t.z,i=n>this.maxzoom?Math.pow(2,n-this.maxzoom):1;e=new s(r,this.tileSize*i,this.maxzoom),this.loadTile(e,this._tileLoaded.bind(this,e))}return e.uses++,this._tiles[t.id]=e,this.fire(\"tile.add\",{tile:e}),this._source.fire(\"tile.add\",{tile:e}),e},removeTile:function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this.fire(\"tile.remove\",{tile:e}),this._source.fire(\"tile.remove\",{tile:e}),e.uses>0||(e.isRenderable()?this._cache.add(e.coord.wrapped().id,e):(e.aborted=!0,this.abortTile(e),this.unloadTile(e))))},clearTiles:function(){for(var t in this._tiles)this.removeTile(t);this._cache.reset()},tilesIn:function(t){for(var e={},r=this.getIds(),n=1/0,a=1/0,o=-1/0,s=-1/0,l=t[0].zoom,c=0;c<t.length;c++){var f=t[c];n=Math.min(n,f.column),a=Math.min(a,f.row),o=Math.max(o,f.column),s=Math.max(s,f.row)}for(var p=0;p<r.length;p++){var m=this._tiles[r[p]],g=u.fromID(r[p]),v=[i(g,m.sourceMaxZoom,new h(n,a,l)),i(g,m.sourceMaxZoom,new h(o,s,l))];if(v[0].x<d&&v[0].y<d&&v[1].x>=0&&v[1].y>=0){for(var y=[],b=0;b<t.length;b++)y.push(i(g,m.sourceMaxZoom,t[b]));var x=e[m.coord.id];void 0===x&&(x=e[m.coord.id]={tile:m,coord:g,queryGeometry:[],scale:Math.pow(2,this.transform.zoom-m.coord.z)}),x.queryGeometry.push(y)}}var _=[];for(var w in e)_.push(e[w]);return _},redoPlacement:function(){for(var t=this.getIds(),e=0;e<t.length;e++){this.getTileByID(t[e]).redoPlacement(this)}},getVisibleCoordinates:function(){return this.getRenderableIds().map(u.fromID)}})},{\"../data/bucket\":329,\"../geo/coordinate\":338,\"../util/evented\":434,\"../util/lru_cache\":438,\"../util/util\":442,\"./source\":366,\"./tile\":368,\"./tile_coord\":369}],368:[function(t,e,r){\"use strict\";function n(t,e,r){this.coord=t,this.uid=a.uniqueId(),this.uses=0,this.tileSize=e,this.sourceMaxZoom=r,this.buckets={},this.state=\"loading\"}function i(t,e){if(e){for(var r={},n=0;n<t.length;n++){var i=e.getLayer(t[n].layerId);if(i){var s=o.create(a.extend({layer:i,childLayers:t[n].childLayerIds.map(e.getLayer.bind(e)).filter(function(t){return t})},t[n]));r[s.id]=s}}return r}}var a=t(\"../util/util\"),o=t(\"../data/bucket\"),s=t(\"../data/feature_index\"),l=t(\"vector-tile\"),u=t(\"pbf\"),c=t(\"../util/vectortile_to_geojson\"),h=t(\"feature-filter\"),f=t(\"../symbol/collision_tile\"),d=t(\"../symbol/collision_box\"),p=t(\"../symbol/symbol_instances\"),m=t(\"../symbol/symbol_quads\");e.exports=n,n.prototype={loadVectorData:function(t,e){this.state=\"loaded\",t&&(this.collisionBoxArray=new d(t.collisionBoxArray),this.collisionTile=new f(t.collisionTile,this.collisionBoxArray),this.symbolInstancesArray=new p(t.symbolInstancesArray),this.symbolQuadsArray=new m(t.symbolQuadsArray),this.featureIndex=new s(t.featureIndex,t.rawTileData,this.collisionTile),this.rawTileData=t.rawTileData,this.buckets=i(t.buckets,e))},reloadSymbolData:function(t,e,r){if(\"unloaded\"!==this.state){this.collisionTile=new f(t.collisionTile,this.collisionBoxArray),this.featureIndex.setCollisionTile(this.collisionTile);for(var n in this.buckets){var o=this.buckets[n];\"symbol\"===o.type&&(o.destroy(e.gl),delete this.buckets[n])}a.extend(this.buckets,i(t.buckets,r))}},unloadVectorData:function(t){for(var e in this.buckets){this.buckets[e].destroy(t.gl)}this.collisionBoxArray=null,this.symbolQuadsArray=null,this.symbolInstancesArray=null,this.collisionTile=null,this.featureIndex=null,this.rawTileData=null,this.buckets=null,this.state=\"unloaded\"},redoPlacement:function(t){function e(e,r){this.reloadSymbolData(r,t.map.painter,t.map.style),t.fire(\"tile.load\",{tile:this}),this.state=\"loaded\",this.redoWhenDone&&(this.redoPlacement(t),this.redoWhenDone=!1)}if(\"loaded\"!==this.state||\"reloading\"===this.state)return void(this.redoWhenDone=!0);this.state=\"reloading\",t.dispatcher.send(\"redo placement\",{uid:this.uid,source:t.id,angle:t.map.transform.angle,pitch:t.map.transform.pitch,showCollisionBoxes:t.map.showCollisionBoxes},e.bind(this),this.workerID)},getBucket:function(t){return this.buckets&&this.buckets[t.ref||t.id]},querySourceFeatures:function(t,e){if(this.rawTileData){this.vtLayers||(this.vtLayers=new l.VectorTile(new u(new Uint8Array(this.rawTileData))).layers);var r=this.vtLayers._geojsonTileLayer||this.vtLayers[e.sourceLayer];if(r)for(var n=h(e.filter),i={z:this.coord.z,x:this.coord.x,y:this.coord.y},a=0;a<r.length;a++){var o=r.feature(a);if(n(o)){var s=new c(o,this.coord.z,this.coord.x,this.coord.y);s.tile=i,t.push(s)}}}},isRenderable:function(){return\"loaded\"===this.state||\"reloading\"===this.state}}},{\"../data/bucket\":329,\"../data/feature_index\":336,\"../symbol/collision_box\":394,\"../symbol/collision_tile\":396,\"../symbol/symbol_instances\":405,\"../symbol/symbol_quads\":406,\"../util/util\":442,\"../util/vectortile_to_geojson\":443,\"feature-filter\":132,pbf:478,\"vector-tile\":550}],369:[function(t,e,r){\"use strict\";function n(t,e,r,n){l(!isNaN(t)&&t>=0&&t%1==0),l(!isNaN(e)&&e>=0&&e%1==0),l(!isNaN(r)&&r>=0&&r%1==0),isNaN(n)&&(n=0),this.z=+t,this.x=+e,this.y=+r,this.w=+n,(n*=2)<0&&(n=-1*n-1);var i=1<<this.z;this.id=32*(i*i*n+i*this.y+this.x)+this.z,this.posMatrix=null}function i(t,e,r){for(var n,i=\"\",a=t;a>0;a--)n=1<<a-1,i+=(e&n?1:0)+(r&n?2:0);return i}function a(t,e){if(t.row>e.row){var r=t;t=e,e=r}return{x0:t.column,y0:t.row,x1:e.column,y1:e.row,dx:e.column-t.column,dy:e.row-t.row}}function o(t,e,r,n,i){var a=Math.max(r,Math.floor(e.y0)),o=Math.min(n,Math.ceil(e.y1));if(t.x0===e.x0&&t.y0===e.y0?t.x0+e.dy/t.dy*t.dx<e.x1:t.x1-e.dy/t.dy*t.dx<e.x0){var s=t;t=e,e=s}for(var l=t.dx/t.dy,u=e.dx/e.dy,c=t.dx>0,h=e.dx<0,f=a;f<o;f++){var d=l*Math.max(0,Math.min(t.dy,f+c-t.y0))+t.x0,p=u*Math.max(0,Math.min(e.dy,f+h-e.y0))+e.x0;i(Math.floor(p),Math.ceil(d),f)}}function s(t,e,r,n,i,s){var l,u=a(t,e),c=a(e,r),h=a(r,t);u.dy>c.dy&&(l=u,u=c,c=l),u.dy>h.dy&&(l=u,u=h,h=l),c.dy>h.dy&&(l=c,c=h,h=l),u.dy&&o(h,u,n,i,s),c.dy&&o(h,c,n,i,s)}var l=t(\"assert\"),u=t(\"whoots-js\"),c=t(\"../geo/coordinate\");e.exports=n,n.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y},n.prototype.toCoordinate=function(t){var e=Math.min(this.z,t),r=Math.pow(2,e),n=this.y,i=this.x+r*this.w;return new c(i,n,e)},n.fromID=function(t){var e=t%32,r=1<<e,i=(t-e)/32,a=i%r,o=(i-a)/r%r,s=Math.floor(i/(r*r));return s%2!=0&&(s=-1*s-1),s/=2,new n(e,a,o,s)},n.prototype.url=function(t,e,r){var n=u.getTileBBox(this.x,this.y,this.z),a=i(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",Math.min(this.z,e||this.z)).replace(\"{x}\",this.x).replace(\"{y}\",\"tms\"===r?Math.pow(2,this.z)-this.y-1:this.y).replace(\"{quadkey}\",a).replace(\"{bbox-epsg-3857}\",n)},n.prototype.parent=function(t){return 0===this.z?null:this.z>t?new n(this.z-1,this.x,this.y,this.w):new n(this.z-1,Math.floor(this.x/2),Math.floor(this.y/2),this.w)},n.prototype.wrapped=function(){return new n(this.z,this.x,this.y,0)},n.prototype.children=function(t){if(this.z>=t)return[new n(this.z+1,this.x,this.y,this.w)];var e=this.z+1,r=2*this.x,i=2*this.y;return[new n(e,r,i,this.w),new n(e,r+1,i,this.w),new n(e,r,i+1,this.w),new n(e,r+1,i+1,this.w)]},n.cover=function(t,e,r){function i(t,e,i){var s,l,u;if(i>=0&&i<=a)for(s=t;s<e;s++)l=(s%a+a)%a,u=new n(r,l,i,Math.floor(s/a)),o[u.id]=u}var a=1<<t,o={};return s(e[0],e[1],e[2],0,a,i),s(e[2],e[3],e[0],0,a,i),Object.keys(o).map(function(t){return o[t]})}},{\"../geo/coordinate\":338,assert:47,\"whoots-js\":566}],370:[function(t,e,r){\"use strict\";function n(t,e,r){if(this.id=t,this.dispatcher=r,a.extend(this,a.pick(e,[\"url\",\"scheme\",\"tileSize\"])),this._options=a.extend({type:\"vector\"},e),512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");o(e,function(t,e){if(t)return void this.fire(\"error\",t);a.extend(this,e),this.fire(\"load\")}.bind(this))}var i=t(\"../util/evented\"),a=t(\"../util/util\"),o=t(\"./load_tilejson\"),s=t(\"../util/mapbox\").normalizeTileURL;e.exports=n,n.prototype=a.inherit(i,{minzoom:0,maxzoom:22,scheme:\"xyz\",tileSize:512,reparseOverscaled:!0,isTileClipped:!0,onAdd:function(t){this.map=t},serialize:function(){return a.extend({},this._options)},loadTile:function(t,e){function r(r,n){if(!t.aborted){if(r)return e(r);t.loadVectorData(n,this.map.style),t.redoWhenDone&&(t.redoWhenDone=!1,t.redoPlacement(this)),e(null),t.reloadCallback&&(this.loadTile(t,t.reloadCallback),t.reloadCallback=null)}}var n=t.coord.z>this.maxzoom?Math.pow(2,t.coord.z-this.maxzoom):1,i={url:s(t.coord.url(this.tiles,this.maxzoom,this.scheme),this.url),uid:t.uid,coord:t.coord,zoom:t.coord.z,tileSize:this.tileSize*n,source:this.id,overscaling:n,angle:this.map.transform.angle,pitch:this.map.transform.pitch,showCollisionBoxes:this.map.showCollisionBoxes};t.workerID?\"loading\"===t.state?t.reloadCallback=e:(i.rawTileData=t.rawTileData,this.dispatcher.send(\"reload tile\",i,r.bind(this),t.workerID)):t.workerID=this.dispatcher.send(\"load tile\",i,r.bind(this))},abortTile:function(t){this.dispatcher.send(\"abort tile\",{uid:t.uid,source:this.id},null,t.workerID)},unloadTile:function(t){t.unloadVectorData(this.map.painter),this.dispatcher.send(\"remove tile\",{uid:t.uid,source:this.id},null,t.workerID)}})},{\"../util/evented\":434,\"../util/mapbox\":439,\"../util/util\":442,\"./load_tilejson\":362}],371:[function(t,e,r){\"use strict\";function n(t,e,r){this.actor=t,this.styleLayers=e,r&&(this.loadVectorData=r),this.loading={},this.loaded={}}var i=t(\"../util/ajax\"),a=t(\"vector-tile\"),o=t(\"pbf\"),s=t(\"./worker_tile\");e.exports=n,n.prototype={loadTile:function(t,e){function r(t,r){return delete this.loading[n][i],t?e(t):r?(a.data=r.tile,a.parse(a.data,this.styleLayers.getLayerFamilies(),this.actor,r.rawTileData,e),this.loaded[n]=this.loaded[n]||{},void(this.loaded[n][i]=a)):e(null,null)}var n=t.source,i=t.uid;this.loading[n]||(this.loading[n]={});var a=this.loading[n][i]=new s(t);a.abort=this.loadVectorData(t,r.bind(this))},reloadTile:function(t,e){var r=this.loaded[t.source],n=t.uid;if(r&&r[n]){var i=r[n];i.parse(i.data,this.styleLayers.getLayerFamilies(),this.actor,t.rawTileData,e)}},abortTile:function(t){var e=this.loading[t.source],r=t.uid;e&&e[r]&&e[r].abort&&(e[r].abort(),delete e[r])},removeTile:function(t){var e=this.loaded[t.source],r=t.uid;e&&e[r]&&delete e[r]},loadVectorData:function(t,e){function r(t,r){if(t)return e(t);var n=new a.VectorTile(new o(new Uint8Array(r)));e(t,{tile:n,rawTileData:r})}var n=i.getArrayBuffer(t.url,r.bind(this));return function(){n.abort()}},redoPlacement:function(t,e){var r=this.loaded[t.source],n=this.loading[t.source],i=t.uid;if(r&&r[i]){var a=r[i],o=a.redoPlacement(t.angle,t.pitch,t.showCollisionBoxes);o.result&&e(null,o.result,o.transferables)}else n&&n[i]&&(n[i].angle=t.angle)}}},{\"../util/ajax\":425,\"./worker_tile\":374,pbf:478,\"vector-tile\":550}],372:[function(t,e,r){\"use strict\";function n(t,e){this.id=t,this.urls=e.urls,this.coordinates=e.coordinates,u.getVideo(e.urls,function(t,r){if(t)return this.fire(\"error\",{error:t});this.video=r,this.video.loop=!0;var n;this.video.addEventListener(\"playing\",function(){n=this.map.style.animationLoop.set(1/0),this.map._rerender()}.bind(this)),this.video.addEventListener(\"pause\",function(){this.map.style.animationLoop.cancel(n)}.bind(this)),this.map&&(this.video.play(),this.setCoordinates(e.coordinates)),this.fire(\"load\")}.bind(this))}var i=t(\"../util/util\"),a=t(\"./tile_coord\"),o=t(\"../geo/lng_lat\"),s=t(\"point-geometry\"),l=t(\"../util/evented\"),u=t(\"../util/ajax\"),c=t(\"../data/bucket\").EXTENT,h=t(\"../render/draw_raster\").RasterBoundsArray,f=t(\"../data/buffer\"),d=t(\"../render/vertex_array_object\");e.exports=n,n.prototype=i.inherit(l,{minzoom:0,maxzoom:22,tileSize:512,roundZoom:!0,getVideo:function(){return this.video},onAdd:function(t){this.map||(this.map=t,this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},setCoordinates:function(t){this.coordinates=t;var e=this.map,r=t.map(function(t){return e.transform.locationCoordinate(o.convert(t)).zoomTo(0)}),n=this.centerCoord=i.getCoordinatesCenter(r);return n.column=Math.round(n.column),n.row=Math.round(n.row),this.minzoom=this.maxzoom=n.zoom,this._coord=new a(n.zoom,n.column,n.row),this._tileCoords=r.map(function(t){var e=t.zoomTo(n.zoom);return new s(Math.round((e.column-n.column)*c),Math.round((e.row-n.row)*c))}),this.fire(\"change\"),this},_setTile:function(t){this._prepared=!1,this.tile=t;var e=new h;e.emplaceBack(this._tileCoords[0].x,this._tileCoords[0].y,0,0),e.emplaceBack(this._tileCoords[1].x,this._tileCoords[1].y,32767,0),e.emplaceBack(this._tileCoords[3].x,this._tileCoords[3].y,0,32767),e.emplaceBack(this._tileCoords[2].x,this._tileCoords[2].y,32767,32767),this.tile.buckets={},this.tile.boundsBuffer=new f(e.serialize(),h.serialize(),f.BufferType.VERTEX),this.tile.boundsVAO=new d,this.tile.state=\"loaded\"},prepare:function(){if(!(this.video.readyState<2)&&this.tile){var t=this.map.painter.gl;this._prepared?(t.bindTexture(t.TEXTURE_2D,this.tile.texture),t.texSubImage2D(t.TEXTURE_2D,0,0,0,t.RGBA,t.UNSIGNED_BYTE,this.video)):(this._prepared=!0,this.tile.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.tile.texture),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),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.LINEAR),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.LINEAR),t.texImage2D(t.TEXTURE_2D,0,t.RGBA,t.RGBA,t.UNSIGNED_BYTE,this.video)),this._currentTime=this.video.currentTime}},loadTile:function(t,e){this._coord&&this._coord.toString()===t.coord.toString()?(this._setTile(t),e(null)):(t.state=\"errored\",e(null))},serialize:function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}}})},{\"../data/bucket\":329,\"../data/buffer\":334,\"../geo/lng_lat\":339,\"../render/draw_raster\":351,\"../render/vertex_array_object\":357,\"../util/ajax\":425,\"../util/evented\":434,\"../util/util\":442,\"./tile_coord\":369,\"point-geometry\":484}],373:[function(t,e,r){\"use strict\";function n(t){this.self=t,this.actor=new a(t,this);var e={getLayers:function(){return this.layers}.bind(this),getLayerFamilies:function(){return this.layerFamilies}.bind(this)};this.workerSources={vector:new l(this.actor,e),geojson:new u(this.actor,e)},this.self.registerWorkerSource=function(t,r){if(this.workerSources[t])throw new Error('Worker source with name \"'+t+'\" already registered.');this.workerSources[t]=new r(this.actor,e)}.bind(this)}function i(t){var e={};for(var r in t){var n=t[r],i=n.ref||n.id,a=t[i];a.layout&&\"none\"===a.layout.visibility||(e[i]=e[i]||[],r===i?e[i].unshift(n):e[i].push(n))}return e}var a=t(\"../util/actor\"),o=t(\"../style/style_layer\"),s=t(\"../util/util\"),l=t(\"./vector_tile_worker_source\"),u=t(\"./geojson_worker_source\");e.exports=function(t){return new n(t)},s.extend(n.prototype,{\"set layers\":function(t){function e(t){var e=o.create(t,t.ref&&r.layers[t.ref]);e.updatePaintTransitions({},{transition:!1}),r.layers[e.id]=e}this.layers={};for(var r=this,n=[],a=0;a<t.length;a++){var s=t[a];\"fill\"!==s.type&&\"line\"!==s.type&&\"circle\"!==s.type&&\"symbol\"!==s.type||(s.ref?n.push(a):e(s))}for(var l=0;l<n.length;l++)e(t[n[l]]);this.layerFamilies=i(this.layers)},\"update layers\":function(t){function e(t){var e=a.layers[t.ref];a.layers[t.id]?a.layers[t.id].set(t,e):a.layers[t.id]=o.create(t,e),a.layers[t.id].updatePaintTransitions({},{transition:!1})}var r,n,a=this;for(r in t)n=t[r],n.ref&&e(n);for(r in t)n=t[r],n.ref||e(n);this.layerFamilies=i(this.layers)},\"load tile\":function(t,e){var r=t.type||\"vector\";this.workerSources[r].loadTile(t,e)},\"reload tile\":function(t,e){var r=t.type||\"vector\";this.workerSources[r].reloadTile(t,e)},\"abort tile\":function(t){var e=t.type||\"vector\";this.workerSources[e].abortTile(t)},\"remove tile\":function(t){var e=t.type||\"vector\";this.workerSources[e].removeTile(t)},\"redo placement\":function(t,e){var r=t.type||\"vector\";this.workerSources[r].redoPlacement(t,e)},\"load worker source\":function(t,e){try{this.self.importScripts(t.url),e()}catch(t){e(t)}}})},{\"../style/style_layer\":381,\"../util/actor\":424,\"../util/util\":442,\"./geojson_worker_source\":359,\"./vector_tile_worker_source\":371}],374:[function(t,e,r){\"use strict\";function n(t){this.coord=t.coord,this.uid=t.uid,this.zoom=t.zoom,this.tileSize=t.tileSize,this.source=t.source,this.overscaling=t.overscaling,this.angle=t.angle,this.pitch=t.pitch,this.showCollisionBoxes=t.showCollisionBoxes}function i(t){return!t.isEmpty()}function a(t){return t.serialize()}function o(t){var e=[];for(var r in t)t[r].getTransferables(e);return e}function s(t){return t.id}var l=t(\"../data/feature_index\"),u=t(\"../symbol/collision_tile\"),c=t(\"../data/bucket\"),h=t(\"../symbol/collision_box\"),f=t(\"../util/dictionary_coder\"),d=t(\"../util/util\"),p=t(\"../symbol/symbol_instances\"),m=t(\"../symbol/symbol_quads\");e.exports=n,n.prototype.parse=function(t,e,r,n,g){function v(t,e){for(var r=0;r<t.length;r++){var n=t.feature(r);n.index=r;for(var i in e)e[i].filter(n)&&e[i].features.push(n)}}function y(t){if(t)return g(t);if(2===++N){for(var e=P.length-1;e>=0;e--)b(E,P[e]);x()}}function b(t,e){if(e.populateArrays(A,j,F),\"symbol\"!==e.type)for(var r=0;r<e.features.length;r++){var n=e.features[r];T.insert(n,n.index,e.sourceLayerIndex,e.index)}e.features=null}function x(){E.status=\"done\",E.redoPlacementAfterDone&&(E.redoPlacement(E.angle,E.pitch,null),E.redoPlacementAfterDone=!1);var t=T.serialize(),e=A.serialize(),r=E.collisionBoxArray.serialize(),s=E.symbolInstancesArray.serialize(),l=E.symbolQuadsArray.serialize(),u=[n].concat(t.transferables).concat(e.transferables),c=D.filter(i);g(null,{buckets:c.map(a),featureIndex:t.data,collisionTile:e.data,collisionBoxArray:r,symbolInstancesArray:s,symbolQuadsArray:l,rawTileData:n},o(c).concat(u))}this.status=\"parsing\",this.data=t,this.collisionBoxArray=new h,this.symbolInstancesArray=new p,this.symbolQuadsArray=new m;var _,w,M,k,A=new u(this.angle,this.pitch,this.collisionBoxArray),T=new l(this.coord,this.overscaling,A,t.layers),S=new f(t.layers?Object.keys(t.layers).sort():[\"_geojsonTileLayer\"]),E=this,L={},C={},I=0;for(var z in e)w=e[z][0],w.source===this.source&&(w.ref||w.minzoom&&this.zoom<w.minzoom||w.maxzoom&&this.zoom>=w.maxzoom||w.layout&&\"none\"===w.layout.visibility||t.layers&&!t.layers[w.sourceLayer]||(k=c.create({layer:w,index:I++,childLayers:e[z],zoom:this.zoom,overscaling:this.overscaling,showCollisionBoxes:this.showCollisionBoxes,collisionBoxArray:this.collisionBoxArray,symbolQuadsArray:this.symbolQuadsArray,symbolInstancesArray:this.symbolInstancesArray,sourceLayerIndex:S.encode(w.sourceLayer||\"_geojsonTileLayer\")}),k.createFilter(),L[w.id]=k,t.layers&&(M=w.sourceLayer,C[M]=C[M]||{},C[M][w.id]=k)));if(t.layers)for(M in C)1===w.version&&d.warnOnce('Vector tile source \"'+this.source+'\" layer \"'+M+'\" does not use vector tile spec v2 and therefore may have some rendering errors.'),(w=t.layers[M])&&v(w,C[M]);else v(t,L);var D=[],P=this.symbolBuckets=[],O=[];T.bucketLayerIDs={};for(var R in L)k=L[R],0!==k.features.length&&(T.bucketLayerIDs[k.index]=k.childLayers.map(s),D.push(k),\"symbol\"===k.type?P.push(k):O.push(k));var F={},j={},N=0;if(P.length>0){for(_=P.length-1;_>=0;_--)P[_].updateIcons(F),P[_].updateFont(j);for(var B in j)j[B]=Object.keys(j[B]).map(Number);F=Object.keys(F),r.send(\"get glyphs\",{uid:this.uid,stacks:j},function(t,e){j=e,y(t)}),F.length?r.send(\"get icons\",{icons:F},function(t,e){F=e,y(t)}):y()}for(_=O.length-1;_>=0;_--)b(this,O[_]);if(0===P.length)return x()},n.prototype.redoPlacement=function(t,e,r){if(\"done\"!==this.status)return this.redoPlacementAfterDone=!0,this.angle=t,{};for(var n=new u(t,e,this.collisionBoxArray),s=this.symbolBuckets,l=s.length-1;l>=0;l--)s[l].placeFeatures(n,r);var c=n.serialize(),h=s.filter(i);return{result:{buckets:h.map(a),collisionTile:c.data},transferables:o(h).concat(c.transferables)}}},{\"../data/bucket\":329,\"../data/feature_index\":336,\"../symbol/collision_box\":394,\"../symbol/collision_tile\":396,\"../symbol/symbol_instances\":405,\"../symbol/symbol_quads\":406,\"../util/dictionary_coder\":432,\"../util/util\":442}],375:[function(t,e,r){\"use strict\";function n(){this.n=0,this.times=[]}e.exports=n,n.prototype.stopped=function(){return this.times=this.times.filter(function(t){return t.time>=(new Date).getTime()}),!this.times.length},n.prototype.set=function(t){return this.times.push({id:this.n,time:t+(new Date).getTime()}),this.n++},n.prototype.cancel=function(t){this.times=this.times.filter(function(e){return e.id!==t})}},{}],376:[function(t,e,r){\"use strict\";function n(t){this.base=t,this.retina=s.devicePixelRatio>1;var e=this.retina?\"@2x\":\"\";o.getJSON(l(t,e,\".json\"),function(t,e){if(t)return void this.fire(\"error\",{error:t});this.data=e,this.img&&this.fire(\"load\")}.bind(this)),o.getImage(l(t,e,\".png\"),function(t,e){if(t)return void this.fire(\"error\",{error:t});for(var r=e.getData(),n=e.data=new Uint8Array(r.length),i=0;i<r.length;i+=4){var a=r[i+3]/255;n[i+0]=r[i+0]*a,n[i+1]=r[i+1]*a,n[i+2]=r[i+2]*a,n[i+3]=r[i+3]}this.img=e,this.data&&this.fire(\"load\")}.bind(this))}function i(){}var a=t(\"../util/evented\"),o=t(\"../util/ajax\"),s=t(\"../util/browser\"),l=t(\"../util/mapbox\").normalizeSpriteURL;e.exports=n,n.prototype=Object.create(a),n.prototype.toJSON=function(){return this.base},n.prototype.loaded=function(){return!(!this.data||!this.img)},n.prototype.resize=function(){if(s.devicePixelRatio>1!==this.retina){var t=new n(this.base);t.on(\"load\",function(){this.img=t.img,this.data=t.data,this.retina=t.retina}.bind(this))}},i.prototype={x:0,y:0,width:0,height:0,pixelRatio:1,sdf:!1},n.prototype.getSpritePosition=function(t){if(!this.loaded())return new i;var e=this.data&&this.data[t];return e&&this.img?e:new i}},{\"../util/ajax\":425,\"../util/browser\":426,\"../util/evented\":434,\"../util/mapbox\":439}],377:[function(t,e,r){\"use strict\";var n=t(\"csscolorparser\").parseCSSColor,i=t(\"../util/util\"),a=t(\"./style_function\"),o={};e.exports=function t(e){if(a.isFunctionDefinition(e))return i.extend({},e,{stops:e.stops.map(function(e){return[e[0],t(e[1])]})});if(\"string\"==typeof e){if(!o[e]){var r=n(e);if(!r)throw new Error(\"Invalid color \"+e);o[e]=[r[0]/255*r[3],r[1]/255*r[3],r[2]/255*r[3],r[3]]}return o[e]}throw new Error(\"Invalid color \"+e)}},{\"../util/util\":442,\"./style_function\":380,csscolorparser:108}],378:[function(t,e,r){\"use strict\";function n(t,e,r){this.animationLoop=e||new m,this.dispatcher=new p(r||1,this),this.spriteAtlas=new l(1024,1024),this.lineAtlas=new u(256,512),this._layers={},this._order=[],this._groups=[],this.sources={},this.zoomHistory={},c.bindAll([\"_forwardSourceEvent\",\"_forwardTileEvent\",\"_forwardLayerEvent\",\"_redoPlacement\"],this),this._resetUpdates();var n=function(t,e){if(t)return void this.fire(\"error\",{error:t});if(!g.emitErrors(this,g(e))){this._loaded=!0,this.stylesheet=e,this.updateClasses();var r=e.sources;for(var n in r)this.addSource(n,r[n]);e.sprite&&(this.sprite=new o(e.sprite),this.sprite.on(\"load\",this.fire.bind(this,\"change\"))),this.glyphSource=new s(e.glyphs),this._resolve(),this.fire(\"load\")}}.bind(this);\"string\"==typeof t?h.getJSON(f(t),n):d.frame(n.bind(this,null,t)),this.on(\"source.load\",function(t){var e=t.source;if(e&&e.vectorLayerIds)for(var r in this._layers){var n=this._layers[r];n.source===e.id&&this._validateLayer(n)}})}var i=t(\"../util/evented\"),a=t(\"./style_layer\"),o=t(\"./image_sprite\"),s=t(\"../symbol/glyph_source\"),l=t(\"../symbol/sprite_atlas\"),u=t(\"../render/line_atlas\"),c=t(\"../util/util\"),h=t(\"../util/ajax\"),f=t(\"../util/mapbox\").normalizeStyleURL,d=t(\"../util/browser\"),p=t(\"../util/dispatcher\"),m=t(\"./animation_loop\"),g=t(\"./validate_style\"),v=t(\"../source/source\"),y=t(\"../source/query_features\"),b=t(\"../source/source_cache\"),x=t(\"./style_spec\"),_=t(\"./style_function\");e.exports=n,n.prototype=c.inherit(i,{_loaded:!1,_validateLayer:function(t){var e=this.sources[t.source];t.sourceLayer&&e&&e.vectorLayerIds&&-1===e.vectorLayerIds.indexOf(t.sourceLayer)&&this.fire(\"error\",{error:new Error('Source layer \"'+t.sourceLayer+'\" does not exist on source \"'+e.id+'\" as specified by style layer \"'+t.id+'\"')})},loaded:function(){if(!this._loaded)return!1;if(Object.keys(this._updates.sources).length)return!1;for(var t in this.sources)if(!this.sources[t].loaded())return!1;return!(this.sprite&&!this.sprite.loaded())},_resolve:function(){var t,e;this._layers={},this._order=this.stylesheet.layers.map(function(t){return t.id});for(var r=0;r<this.stylesheet.layers.length;r++)e=this.stylesheet.layers[r],e.ref||(t=a.create(e),this._layers[t.id]=t,t.on(\"error\",this._forwardLayerEvent));for(var n=0;n<this.stylesheet.layers.length;n++)if(e=this.stylesheet.layers[n],e.ref){var i=this.getLayer(e.ref);t=a.create(e,i),this._layers[t.id]=t,t.on(\"error\",this._forwardLayerEvent)}this._groupLayers(),this._updateWorkerLayers()},_groupLayers:function(){var t;this._groups=[];for(var e=0;e<this._order.length;++e){var r=this._layers[this._order[e]];t&&r.source===t.source||(t=[],t.source=r.source,this._groups.push(t)),t.push(r)}},_updateWorkerLayers:function(t){this.dispatcher.broadcast(t?\"update layers\":\"set layers\",this._serializeLayers(t))},_serializeLayers:function(t){t=t||this._order;for(var e=[],r={includeRefProperties:!0},n=0;n<t.length;n++)e.push(this._layers[t[n]].serialize(r));return e},_applyClasses:function(t,e){if(this._loaded){t=t||[],e=e||{transition:!0};var r=this.stylesheet.transition||{},n=this._updates.allPaintProps?this._layers:this._updates.paintProps;for(var i in n){var a=this._layers[i],o=this._updates.paintProps[i];if(this._updates.allPaintProps||o.all)a.updatePaintTransitions(t,e,r,this.animationLoop);else for(var s in o)this._layers[i].updatePaintTransition(s,t,e,r,this.animationLoop)}}},_recalculate:function(t){for(var e in this.sources)this.sources[e].used=!1;this._updateZoomHistory(t),this.rasterFadeDuration=300;for(var r in this._layers){var n=this._layers[r];n.recalculate(t,this.zoomHistory),!n.isHidden(t)&&n.source&&(this.sources[n.source].used=!0)}Math.floor(this.z)!==Math.floor(t)&&this.animationLoop.set(300),this.z=t,this.fire(\"zoom\")},_updateZoomHistory:function(t){var e=this.zoomHistory;void 0===e.lastIntegerZoom&&(e.lastIntegerZoom=Math.floor(t),e.lastIntegerZoomTime=0,e.lastZoom=t),Math.floor(e.lastZoom)<Math.floor(t)?(e.lastIntegerZoom=Math.floor(t),e.lastIntegerZoomTime=Date.now()):Math.floor(e.lastZoom)>Math.floor(t)&&(e.lastIntegerZoom=Math.floor(t+1),e.lastIntegerZoomTime=Date.now()),e.lastZoom=t},_checkLoaded:function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},update:function(t,e){if(!this._updates.changed)return this;if(this._updates.allLayers)this._groupLayers(),this._updateWorkerLayers();else{var r=Object.keys(this._updates.layers);r.length&&this._updateWorkerLayers(r)}var n,i=Object.keys(this._updates.sources);for(n=0;n<i.length;n++)this._reloadSource(i[n]);for(n=0;n<this._updates.events.length;n++){var a=this._updates.events[n];this.fire(a[0],a[1])}return this._applyClasses(t,e),this._updates.changed&&this.fire(\"change\"),this._resetUpdates(),this},_resetUpdates:function(){this._updates={events:[],layers:{},sources:{},paintProps:{}}},addSource:function(t,e){if(this._checkLoaded(),void 0!==this.sources[t])throw new Error(\"There is already a source with this ID\");if(!e.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(e)+\".\");return[\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(e.type)>=0&&this._handleErrors(g.source,\"sources.\"+t,e)?this:(e=new b(t,e,this.dispatcher),this.sources[t]=e,e.style=this,e.on(\"load\",this._forwardSourceEvent).on(\"error\",this._forwardSourceEvent).on(\"change\",this._forwardSourceEvent).on(\"tile.add\",this._forwardTileEvent).on(\"tile.load\",this._forwardTileEvent).on(\"tile.error\",this._forwardTileEvent).on(\"tile.remove\",this._forwardTileEvent).on(\"tile.stats\",this._forwardTileEvent),this._updates.events.push([\"source.add\",{source:e}]),this._updates.changed=!0,this)},removeSource:function(t){if(this._checkLoaded(),void 0===this.sources[t])throw new Error(\"There is no source with this ID\");var e=this.sources[t];return delete this.sources[t],delete this._updates.sources[t],e.off(\"load\",this._forwardSourceEvent).off(\"error\",this._forwardSourceEvent).off(\"change\",this._forwardSourceEvent).off(\"tile.add\",this._forwardTileEvent).off(\"tile.load\",this._forwardTileEvent).off(\"tile.error\",this._forwardTileEvent).off(\"tile.remove\",this._forwardTileEvent).off(\"tile.stats\",this._forwardTileEvent),this._updates.events.push([\"source.remove\",{source:e}]),this._updates.changed=!0,this},getSource:function(t){return this.sources[t]&&this.sources[t].getSource()},addLayer:function(t,e){if(this._checkLoaded(),!(t instanceof a)){if(this._handleErrors(g.layer,\"layers.\"+t.id,t,!1,{arrayIndex:-1}))return this;var r=t.ref&&this.getLayer(t.ref);t=a.create(t,r)}return this._validateLayer(t),t.on(\"error\",this._forwardLayerEvent),this._layers[t.id]=t,this._order.splice(e?this._order.indexOf(e):1/0,0,t.id),this._updates.allLayers=!0,t.source&&(this._updates.sources[t.source]=!0),this._updates.events.push([\"layer.add\",{layer:t}]),this.updateClasses(t.id)},removeLayer:function(t){this._checkLoaded();var e=this._layers[t];if(void 0===e)throw new Error(\"There is no layer with this ID\");for(var r in this._layers)this._layers[r].ref===t&&this.removeLayer(r);return e.off(\"error\",this._forwardLayerEvent),delete this._layers[t],delete this._updates.layers[t],delete this._updates.paintProps[t],this._order.splice(this._order.indexOf(t),1),this._updates.allLayers=!0,this._updates.events.push([\"layer.remove\",{layer:e}]),this._updates.changed=!0,this},getLayer:function(t){return this._layers[t]},getReferentLayer:function(t){var e=this.getLayer(t);return e.ref&&(e=this.getLayer(e.ref)),e},setLayerZoomRange:function(t,e,r){this._checkLoaded();var n=this.getReferentLayer(t);return n.minzoom===e&&n.maxzoom===r?this:(null!=e&&(n.minzoom=e),null!=r&&(n.maxzoom=r),this._updateLayer(n))},setFilter:function(t,e){this._checkLoaded();var r=this.getReferentLayer(t);return null!==e&&this._handleErrors(g.filter,\"layers.\"+r.id+\".filter\",e)?this:c.deepEqual(r.filter,e)?this:(r.filter=c.clone(e),this._updateLayer(r))},getFilter:function(t){return this.getReferentLayer(t).filter},setLayoutProperty:function(t,e,r){this._checkLoaded();var n=this.getReferentLayer(t);return c.deepEqual(n.getLayoutProperty(e),r)?this:(n.setLayoutProperty(e,r),this._updateLayer(n))},getLayoutProperty:function(t,e){return this.getReferentLayer(t).getLayoutProperty(e)},setPaintProperty:function(t,e,r,n){this._checkLoaded();var i=this.getLayer(t);if(c.deepEqual(i.getPaintProperty(e,n),r))return this;var a=i.isPaintValueFeatureConstant(e);return i.setPaintProperty(e,r,n),!(r&&_.isFunctionDefinition(r)&&\"$zoom\"!==r.property&&void 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r=\"color\"===t.type&&this.value?o(this.value):e;if(this.calculate=a[t.function||\"piecewise-constant\"](r),this.isFeatureConstant=this.calculate.isFeatureConstant,this.isZoomConstant=this.calculate.isZoomConstant,\"piecewise-constant\"===t.function&&t.transition&&(this.calculate=i(this.calculate)),!this.isFeatureConstant&&!this.isZoomConstant){this.stopZoomLevels=[];for(var n=[],l=this.value.stops,u=0;u<this.value.stops.length;u++){var c=l[u][0].zoom;this.stopZoomLevels.indexOf(c)<0&&(this.stopZoomLevels.push(c),n.push([c,n.length]))}this.calculateInterpolationT=a.interpolated({stops:n,base:e.base})}}function i(t){return function(e,r){var n,i,a,o=e.zoom,s=e.zoomHistory,l=e.duration,u=o%1,c=Math.min((Date.now()-s.lastIntegerZoomTime)/l,1),h=1;return o>s.lastIntegerZoom?(n=u+(1-u)*c,h*=2,i=t({zoom:o-1},r),a=t({zoom:o},r)):(n=1-(1-c)*u,a=t({zoom:o},r),i=t({zoom:o+1},r),h/=2),void 0===i||void 0===a?void 0:{from:i,fromScale:h,to:a,toScale:1,t:n}}}var a=t(\"./style_function\"),o=t(\"./parse_color\"),s=t(\"../util/util\");e.exports=n},{\"../util/util\":442,\"./parse_color\":377,\"./style_function\":380}],380:[function(t,e,r){\"use strict\";var n=t(\"mapbox-gl-function\");r.interpolated=function(t){var e=n.interpolated(t),r=function(t,r){return e(t&&t.zoom,r||{})};return r.isFeatureConstant=e.isFeatureConstant,r.isZoomConstant=e.isZoomConstant,r},r[\"piecewise-constant\"]=function(t){var e=n[\"piecewise-constant\"](t),r=function(t,r){return e(t&&t.zoom,r||{})};return r.isFeatureConstant=e.isFeatureConstant,r.isZoomConstant=e.isZoomConstant,r},r.isFunctionDefinition=n.isFunctionDefinition},{\"mapbox-gl-function\":302}],381:[function(t,e,r){\"use strict\";function n(t,e){this.set(t,e)}function i(t){return t.value}var a=t(\"../util/util\"),o=t(\"./style_transition\"),s=t(\"./style_declaration\"),l=t(\"./style_spec\"),u=t(\"./validate_style\"),c=t(\"./parse_color\"),h=t(\"../util/evented\");e.exports=n;n.create=function(e,r){return new({background:t(\"./style_layer/background_style_layer\"),circle:t(\"./style_layer/circle_style_layer\"),fill:t(\"./style_layer/fill_style_layer\"),line:t(\"./style_layer/line_style_layer\"),raster:t(\"./style_layer/raster_style_layer\"),symbol:t(\"./style_layer/symbol_style_layer\")}[(r||e).type])(e,r)},n.prototype=a.inherit(h,{set:function(t,e){this.id=t.id,this.ref=t.ref,this.metadata=t.metadata,this.type=(e||t).type,this.source=(e||t).source,this.sourceLayer=(e||t)[\"source-layer\"],this.minzoom=(e||t).minzoom,this.maxzoom=(e||t).maxzoom,this.filter=(e||t).filter,this.paint={},this.layout={},this._paintSpecifications=l[\"paint_\"+this.type],this._layoutSpecifications=l[\"layout_\"+this.type],this._paintTransitions={},this._paintTransitionOptions={},this._paintDeclarations={},this._layoutDeclarations={},this._layoutFunctions={};var r,n;for(var i in t){var a=i.match(/^paint(?:\\.(.*))?$/);if(a){var o=a[1]||\"\";for(r in t[i])this.setPaintProperty(r,t[i][r],o)}}if(this.ref)this._layoutDeclarations=e._layoutDeclarations;else for(n in t.layout)this.setLayoutProperty(n,t.layout[n]);for(r in this._paintSpecifications)this.paint[r]=this.getPaintValue(r);for(n in this._layoutSpecifications)this._updateLayoutValue(n)},setLayoutProperty:function(t,e){if(null==e)delete this._layoutDeclarations[t];else{var r=\"layers.\"+this.id+\".layout.\"+t;if(this._handleErrors(u.layoutProperty,r,t,e))return;this._layoutDeclarations[t]=new s(this._layoutSpecifications[t],e)}this._updateLayoutValue(t)},getLayoutProperty:function(t){return this._layoutDeclarations[t]&&this._layoutDeclarations[t].value},getLayoutValue:function(t,e,r){var n=this._layoutSpecifications[t],i=this._layoutDeclarations[t];return i?i.calculate(e,r):n.default},setPaintProperty:function(t,e,r){var n=\"layers.\"+this.id+(r?'[\"paint.'+r+'\"].':\".paint.\")+t;if(a.endsWith(t,\"-transition\"))if(this._paintTransitionOptions[r||\"\"]||(this._paintTransitionOptions[r||\"\"]={}),null===e||void 0===e)delete this._paintTransitionOptions[r||\"\"][t];else{if(this._handleErrors(u.paintProperty,n,t,e))return;this._paintTransitionOptions[r||\"\"][t]=e}else if(this._paintDeclarations[r||\"\"]||(this._paintDeclarations[r||\"\"]={}),null===e||void 0===e)delete this._paintDeclarations[r||\"\"][t];else{if(this._handleErrors(u.paintProperty,n,t,e))return;this._paintDeclarations[r||\"\"][t]=new s(this._paintSpecifications[t],e)}},getPaintProperty:function(t,e){return e=e||\"\",a.endsWith(t,\"-transition\")?this._paintTransitionOptions[e]&&this._paintTransitionOptions[e][t]:this._paintDeclarations[e]&&this._paintDeclarations[e][t]&&this._paintDeclarations[e][t].value},getPaintValue:function(t,e,r){var n=this._paintSpecifications[t],i=this._paintTransitions[t];return 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this._paintDeclarations){e[\"\"===r?\"paint\":\"paint.\"+r]=a.mapObject(this._paintDeclarations[r],i)}return(!this.ref||t&&t.includeRefProperties)&&a.extend(e,{type:this.type,source:this.source,\"source-layer\":this.sourceLayer,filter:this.filter,layout:a.mapObject(this._layoutDeclarations,i)}),a.filterObject(e,function(t,e){return void 0!==t&&!(\"layout\"===e&&!Object.keys(t).length)})},_applyPaintDeclaration:function(t,e,r,n,i){var l=r.transition?this._paintTransitions[t]:void 0,u=this._paintSpecifications[t];if(null!==e&&void 0!==e||(e=new s(u,u.default)),!l||l.declaration.json!==e.json){var c=a.extend({duration:300,delay:0},n,this.getPaintProperty(t+\"-transition\")),h=this._paintTransitions[t]=new o(u,e,l,c);h.instant()||(h.loopID=i.set(h.endTime-Date.now())),l&&i.cancel(l.loopID)}},_updateLayoutValue:function(t){var e=this._layoutDeclarations[t];e&&e.isFunction?this._layoutFunctions[t]=!0:(delete this._layoutFunctions[t],this.layout[t]=this.getLayoutValue(t))},_handleErrors:function(t,e,r,n){return u.emitErrors(this,t.call(u,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:l,style:{glyphs:!0,sprite:!0}}))}})},{\"../util/evented\":434,\"../util/util\":442,\"./parse_color\":377,\"./style_declaration\":379,\"./style_layer/background_style_layer\":382,\"./style_layer/circle_style_layer\":383,\"./style_layer/fill_style_layer\":384,\"./style_layer/line_style_layer\":385,\"./style_layer/raster_style_layer\":386,\"./style_layer/symbol_style_layer\":387,\"./style_spec\":388,\"./style_transition\":389,\"./validate_style\":390}],382:[function(t,e,r){\"use strict\";function n(){a.apply(this,arguments)}var i=t(\"../../util/util\"),a=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(a,{})},{\"../../util/util\":442,\"../style_layer\":381}],383:[function(t,e,r){\"use strict\";function n(){a.apply(this,arguments)}var i=t(\"../../util/util\"),a=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(a,{})},{\"../../util/util\":442,\"../style_layer\":381}],384:[function(t,e,r){\"use strict\";function n(){a.apply(this,arguments)}var i=t(\"../../util/util\"),a=t(\"../style_layer\");n.prototype=i.inherit(a,{getPaintValue:function(t,e,r){return\"fill-outline-color\"===t&&void 0===this.getPaintProperty(\"fill-outline-color\")?a.prototype.getPaintValue.call(this,\"fill-color\",e,r):a.prototype.getPaintValue.call(this,t,e,r)},getPaintValueStopZoomLevels:function(t){return\"fill-outline-color\"===t&&void 0===this.getPaintProperty(\"fill-outline-color\")?a.prototype.getPaintValueStopZoomLevels.call(this,\"fill-color\"):a.prototype.getPaintValueStopZoomLevels.call(this,arguments)},getPaintInterpolationT:function(t,e){return\"fill-outline-color\"===t&&void 0===this.getPaintProperty(\"fill-outline-color\")?a.prototype.getPaintInterpolationT.call(this,\"fill-color\",e):a.prototype.getPaintInterpolationT.call(this,t,e)},isPaintValueFeatureConstant:function(t){return\"fill-outline-color\"===t&&void 0===this.getPaintProperty(\"fill-outline-color\")?a.prototype.isPaintValueFeatureConstant.call(this,\"fill-color\"):a.prototype.isPaintValueFeatureConstant.call(this,t)},isPaintValueZoomConstant:function(t){return\"fill-outline-color\"===t&&void 0===this.getPaintProperty(\"fill-outline-color\")?a.prototype.isPaintValueZoomConstant.call(this,\"fill-color\"):a.prototype.isPaintValueZoomConstant.call(this,t)}}),e.exports=n},{\"../../util/util\":442,\"../style_layer\":381}],385:[function(t,e,r){\"use strict\";function n(){a.apply(this,arguments)}var i=t(\"../../util/util\"),a=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(a,{getPaintValue:function(t,e,r){var n=a.prototype.getPaintValue.apply(this,arguments);if(n&&\"line-dasharray\"===t){var i=Math.floor(e.zoom);this._flooredZoom!==i&&(this._flooredZoom=i,this._flooredLineWidth=this.getPaintValue(\"line-width\",e,r)),n.fromScale*=this._flooredLineWidth,n.toScale*=this._flooredLineWidth}return n}})},{\"../../util/util\":442,\"../style_layer\":381}],386:[function(t,e,r){\"use strict\";function n(){a.apply(this,arguments)}var i=t(\"../../util/util\"),a=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(a,{})},{\"../../util/util\":442,\"../style_layer\":381}],387:[function(t,e,r){\"use strict\";function n(){a.apply(this,arguments)}var i=t(\"../../util/util\"),a=t(\"../style_layer\");e.exports=n,n.prototype=i.inherit(a,{isHidden:function(){if(a.prototype.isHidden.apply(this,arguments))return!0;var t=0===this.paint[\"text-opacity\"]||!this.layout[\"text-field\"],e=0===this.paint[\"icon-opacity\"]||!this.layout[\"icon-image\"];return!(!t||!e)},getLayoutValue:function(t,e,r){return(\"text-rotation-alignment\"!==t||\"line\"!==this.getLayoutValue(\"symbol-placement\",e,r)||this.getLayoutProperty(\"text-rotation-alignment\"))&&(\"icon-rotation-alignment\"!==t||\"line\"!==this.getLayoutValue(\"symbol-placement\",e,r)||this.getLayoutProperty(\"icon-rotation-alignment\"))?\"text-pitch-alignment\"!==t||this.getLayoutProperty(\"text-pitch-alignment\")?a.prototype.getLayoutValue.apply(this,arguments):this.getLayoutValue(\"text-rotation-alignment\"):\"map\"}})},{\"../../util/util\":442,\"../style_layer\":381}],388:[function(t,e,r){\"use strict\";e.exports=t(\"mapbox-gl-style-spec/reference/latest.min\")},{\"mapbox-gl-style-spec/reference/latest.min\":325}],389:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.declaration=e,this.startTime=this.endTime=(new Date).getTime(),\"piecewise-constant\"===t.function&&t.transition?this.interp=i:this.interp=o[t.type],this.oldTransition=r,this.duration=n.duration||0,this.delay=n.delay||0,this.instant()||(this.endTime=this.startTime+this.duration+this.delay,this.ease=a.easeCubicInOut),r&&r.endTime<=this.startTime&&delete r.oldTransition}function i(t,e,r){return void 0===(t&&t.to)||void 0===(e&&e.to)?void 0:{from:t.to,fromScale:t.toScale,to:e.to,toScale:e.toScale,t:r}}var a=t(\"../util/util\"),o=t(\"../util/interpolate\");e.exports=n,n.prototype.instant=function(){return!this.oldTransition||!this.interp||0===this.duration&&0===this.delay},n.prototype.calculate=function(t,e){var r=this.declaration.calculate(a.extend({},t,{duration:this.duration}),e);if(this.instant())return r;var n=t.time||Date.now();if(n<this.endTime){var i=this.oldTransition.calculate(a.extend({},t,{time:this.startTime}),e),o=this.ease((n-this.startTime-this.delay)/this.duration);r=this.interp(i,r,o)}return r}},{\"../util/interpolate\":436,\"../util/util\":442}],390:[function(t,e,r){\"use strict\";e.exports=t(\"mapbox-gl-style-spec/lib/validate_style.min\"),e.exports.emitErrors=function(t,e){if(e&&e.length){for(var r=0;r<e.length;r++)t.fire(\"error\",{error:new Error(e[r].message)});return!0}return!1},e.exports.throwErrors=function(t,e){if(e)for(var r=0;r<e.length;r++)throw new Error(e[r].message)}},{\"mapbox-gl-style-spec/lib/validate_style.min\":324}],391:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.x=t,this.y=e,this.angle=r,void 0!==n&&(this.segment=n)}var i=t(\"point-geometry\");e.exports=n,n.prototype=Object.create(i.prototype),n.prototype.clone=function(){return new n(this.x,this.y,this.angle,this.segment)}},{\"point-geometry\":484}],392:[function(t,e,r){\"use strict\";function n(t,e,r,n,i){if(void 0===e.segment)return!0;for(var a=e,o=e.segment+1,s=0;s>-r/2;){if(--o<0)return!1;s-=t[o].dist(a),a=t[o]}s+=t[o].dist(t[o+1]),o++;for(var l=[],u=0;s<r/2;){var c=t[o-1],h=t[o],f=t[o+1];if(!f)return!1;var d=c.angleTo(h)-h.angleTo(f);for(d=Math.abs((d+3*Math.PI)%(2*Math.PI)-Math.PI),l.push({distance:s,angleDelta:d}),u+=d;s-l[0].distance>n;)u-=l.shift().angleDelta;if(u>i)return!1;o++,s+=h.dist(f)}return!0}e.exports=n},{}],393:[function(t,e,r){\"use strict\";function n(t,e,r,n,a){for(var o=[],s=0;s<t.length;s++)for(var l,u=t[s],c=0;c<u.length-1;c++){var h=u[c],f=u[c+1];h.x<e&&f.x<e||(h.x<e?h=new i(e,h.y+(f.y-h.y)*((e-h.x)/(f.x-h.x)))._round():f.x<e&&(f=new i(e,h.y+(f.y-h.y)*((e-h.x)/(f.x-h.x)))._round()),h.y<r&&f.y<r||(h.y<r?h=new i(h.x+(f.x-h.x)*((r-h.y)/(f.y-h.y)),r)._round():f.y<r&&(f=new i(h.x+(f.x-h.x)*((r-h.y)/(f.y-h.y)),r)._round()),h.x>=n&&f.x>=n||(h.x>=n?h=new i(n,h.y+(f.y-h.y)*((n-h.x)/(f.x-h.x)))._round():f.x>=n&&(f=new i(n,h.y+(f.y-h.y)*((n-h.x)/(f.x-h.x)))._round()),h.y>=a&&f.y>=a||(h.y>=a?h=new i(h.x+(f.x-h.x)*((a-h.y)/(f.y-h.y)),a)._round():f.y>=a&&(f=new i(h.x+(f.x-h.x)*((a-h.y)/(f.y-h.y)),a)._round()),l&&h.equals(l[l.length-1])||(l=[h],o.push(l)),l.push(f)))))}return o}var i=t(\"point-geometry\");e.exports=n},{\"point-geometry\":484}],394:[function(t,e,r){\"use strict\";var n=t(\"../util/struct_array\"),i=t(\"../util/util\"),a=t(\"point-geometry\"),o=e.exports=new n({members:[{type:\"Int16\",name:\"anchorPointX\"},{type:\"Int16\",name:\"anchorPointY\"},{type:\"Int16\",name:\"x1\"},{type:\"Int16\",name:\"y1\"},{type:\"Int16\",name:\"x2\"},{type:\"Int16\",name:\"y2\"},{type:\"Float32\",name:\"maxScale\"},{type:\"Uint32\",name:\"featureIndex\"},{type:\"Uint16\",name:\"sourceLayerIndex\"},{type:\"Uint16\",name:\"bucketIndex\"},{type:\"Int16\",name:\"bbox0\"},{type:\"Int16\",name:\"bbox1\"},{type:\"Int16\",name:\"bbox2\"},{type:\"Int16\",name:\"bbox3\"},{type:\"Float32\",name:\"placementScale\"}]});i.extendAll(o.prototype.StructType.prototype,{get anchorPoint(){return new a(this.anchorPointX,this.anchorPointY)}})},{\"../util/struct_array\":440,\"../util/util\":442,\"point-geometry\":484}],395:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a,o,s,l,u,c){var h=o.top*s-l,f=o.bottom*s+l,d=o.left*s-l,p=o.right*s+l;if(this.boxStartIndex=t.length,u){var m=f-h,g=p-d;if(m>0)if(m=Math.max(10*s,m),c){var v=e[r.segment+1].sub(e[r.segment])._unit()._mult(g),y=[r.sub(v),r.add(v)];this._addLineCollisionBoxes(t,y,r,0,g,m,n,i,a)}else this._addLineCollisionBoxes(t,e,r,r.segment,g,m,n,i,a)}else t.emplaceBack(r.x,r.y,d,h,p,f,1/0,n,i,a,0,0,0,0,0);this.boxEndIndex=t.length}e.exports=n,n.prototype._addLineCollisionBoxes=function(t,e,r,n,i,a,o,s,l){var u=a/2,c=Math.floor(i/u),h=-a/2,f=this.boxes,d=r,p=n+1,m=h;do{if(--p<0)return f;m-=e[p].dist(d),d=e[p]}while(m>-i/2);for(var g=e[p].dist(e[p+1]),v=0;v<c;v++){for(var y=-i/2+v*u;m+g<y;){if(m+=g,++p+1>=e.length)return f;g=e[p].dist(e[p+1])}var b=y-m,x=e[p],_=e[p+1],w=_.sub(x)._unit()._mult(b)._add(x)._round(),M=Math.max(Math.abs(y-h)-u/2,0),k=i/2/M;t.emplaceBack(w.x,w.y,-a/2,-a/2,a/2,a/2,k,o,s,l,0,0,0,0,0)}return f}},{}],396:[function(t,e,r){\"use strict\";function n(t,e,r){if(\"object\"==typeof t){var n=t;r=e,t=n.angle,e=n.pitch,this.grid=new o(n.grid),this.ignoredGrid=new o(n.ignoredGrid)}else this.grid=new o(a,12,6),this.ignoredGrid=new o(a,12,0);this.angle=t,this.pitch=e;var i=Math.sin(t),s=Math.cos(t);if(this.rotationMatrix=[s,-i,i,s],this.reverseRotationMatrix=[s,i,-i,s],this.yStretch=1/Math.cos(e/180*Math.PI),this.yStretch=Math.pow(this.yStretch,1.3),this.collisionBoxArray=r,0===r.length){r.emplaceBack();r.emplaceBack(0,0,0,-32767,0,32767,32767,0,0,0,0,0,0,0,0,0),r.emplaceBack(a,0,0,-32767,0,32767,32767,0,0,0,0,0,0,0,0,0),r.emplaceBack(0,0,-32767,0,32767,0,32767,0,0,0,0,0,0,0,0,0),r.emplaceBack(0,a,-32767,0,32767,0,32767,0,0,0,0,0,0,0,0,0)}this.tempCollisionBox=r.get(0),this.edges=[r.get(1),r.get(2),r.get(3),r.get(4)]}var i=t(\"point-geometry\"),a=t(\"../data/bucket\").EXTENT,o=t(\"grid-index\");e.exports=n,n.prototype.serialize=function(){var t={angle:this.angle,pitch:this.pitch,grid:this.grid.toArrayBuffer(),ignoredGrid:this.ignoredGrid.toArrayBuffer()};return{data:t,transferables:[t.grid,t.ignoredGrid]}},n.prototype.minScale=.25,n.prototype.maxScale=2,n.prototype.placeCollisionFeature=function(t,e,r){for(var n=this.collisionBoxArray,a=this.minScale,o=this.rotationMatrix,s=this.yStretch,l=t.boxStartIndex;l<t.boxEndIndex;l++){var u=n.get(l),c=u.anchorPoint._matMult(o),h=c.x,f=c.y,d=h+u.x1,p=f+u.y1*s,m=h+u.x2,g=f+u.y2*s;if(u.bbox0=d,u.bbox1=p,u.bbox2=m,u.bbox3=g,!e)for(var v=this.grid.query(d,p,m,g),y=0;y<v.length;y++){var b=n.get(v[y]),x=b.anchorPoint._matMult(o);if((a=this.getPlacementScale(a,c,u,x,b))>=this.maxScale)return a}if(r){var _;if(this.angle){var w=this.reverseRotationMatrix,M=new i(u.x1,u.y1).matMult(w),k=new i(u.x2,u.y1).matMult(w),A=new i(u.x1,u.y2).matMult(w),T=new i(u.x2,u.y2).matMult(w);_=this.tempCollisionBox,_.anchorPointX=u.anchorPoint.x,_.anchorPointY=u.anchorPoint.y,_.x1=Math.min(M.x,k.x,A.x,T.x),_.y1=Math.min(M.y,k.x,A.x,T.x),_.x2=Math.max(M.x,k.x,A.x,T.x),_.y2=Math.max(M.y,k.x,A.x,T.x),_.maxScale=u.maxScale}else _=u;for(var S=0;S<this.edges.length;S++){var E=this.edges[S];if((a=this.getPlacementScale(a,u.anchorPoint,_,E.anchorPoint,E))>=this.maxScale)return a}}}return a},n.prototype.queryRenderedSymbols=function(t,e,r,n,a){var o={},s=[],l=this.collisionBoxArray,u=this.rotationMatrix,c=new i(t,e)._matMult(u),h=this.tempCollisionBox;h.anchorX=c.x,h.anchorY=c.y,h.x1=0,h.y1=0,h.x2=r-t,h.y2=n-e,h.maxScale=a,a=h.maxScale;for(var f=[c.x+h.x1/a,c.y+h.y1/a*this.yStretch,c.x+h.x2/a,c.y+h.y2/a*this.yStretch],d=this.grid.query(f[0],f[1],f[2],f[3]),p=this.ignoredGrid.query(f[0],f[1],f[2],f[3]),m=0;m<p.length;m++)d.push(p[m]);for(var g=0;g<d.length;g++){var v=l.get(d[g]),y=v.sourceLayerIndex,b=v.featureIndex;if(void 0===o[y]&&(o[y]={}),!o[y][b]){var x=v.anchorPoint.matMult(u);this.getPlacementScale(this.minScale,c,h,x,v)>=a&&(o[y][b]=!0,s.push(d[g]))}}return s},n.prototype.getPlacementScale=function(t,e,r,n,i){var a=e.x-n.x,o=e.y-n.y,s=(i.x1-r.x2)/a,l=(i.x2-r.x1)/a,u=(i.y1-r.y2)*this.yStretch/o,c=(i.y2-r.y1)*this.yStretch/o;(isNaN(s)||isNaN(l))&&(s=l=1),(isNaN(u)||isNaN(c))&&(u=c=1);var h=Math.min(Math.max(s,l),Math.max(u,c)),f=i.maxScale,d=r.maxScale;return h>f&&(h=f),h>d&&(h=d),h>t&&h>=i.placementScale&&(t=h),t},n.prototype.insertCollisionFeature=function(t,e,r){for(var n=r?this.ignoredGrid:this.grid,i=this.collisionBoxArray,a=t.boxStartIndex;a<t.boxEndIndex;a++){var o=i.get(a);o.placementScale=e,e<this.maxScale&&n.insert(a,o.bbox0,o.bbox1,o.bbox2,o.bbox3)}}},{\"../data/bucket\":329,\"grid-index\":287,\"point-geometry\":484}],397:[function(t,e,r){\"use strict\";function n(t,e,r,n,a,o,s,l,u){var c=n?.6*o*s:0,h=Math.max(n?n.right-n.left:0,a?a.right-a.left:0),f=0===t[0].x||t[0].x===u||0===t[0].y||t[0].y===u;e-h*s<e/4&&(e=h*s+e/4);var d=2*o;return i(t,f?e/2*l%e:(h/2+d)*s*l%e,e,c,r,h*s,f,!1,u)}function i(t,e,r,n,l,u,c,h,f){for(var d=u/2,p=0,m=0;m<t.length-1;m++)p+=t[m].dist(t[m+1]);for(var g=0,v=e-r,y=[],b=0;b<t.length-1;b++){for(var x=t[b],_=t[b+1],w=x.dist(_),M=_.angleTo(x);v+r<g+w;){v+=r;var k=(v-g)/w,A=a(x.x,_.x,k),T=a(x.y,_.y,k);if(A>=0&&A<f&&T>=0&&T<f&&v-d>=0&&v+d<=p){var S=new o(A,T,M,b)._round();n&&!s(t,S,u,n,l)||y.push(S)}}g+=w}return h||y.length||c||(y=i(t,g/2,r,n,l,u,c,!0,f)),y}var a=t(\"../util/interpolate\"),o=t(\"../symbol/anchor\"),s=t(\"./check_max_angle\");e.exports=n},{\"../symbol/anchor\":391,\"../util/interpolate\":436,\"./check_max_angle\":392}],398:[function(t,e,r){\"use strict\";function n(){this.width=o,this.height=o,this.bin=new i(this.width,this.height),this.index={},this.ids={},this.data=new Uint8Array(this.width*this.height)}var i=t(\"shelf-pack\"),a=t(\"../util/util\"),o=128;e.exports=n,n.prototype.getGlyphs=function(){var t,e,r,n={};for(var i in this.ids)t=i.split(\"#\"),e=t[0],r=t[1],n[e]||(n[e]=[]),n[e].push(r);return n},n.prototype.getRects=function(){var t,e,r,n={};for(var i in this.ids)t=i.split(\"#\"),e=t[0],r=t[1],n[e]||(n[e]={}),n[e][r]=this.index[i];return n},n.prototype.addGlyph=function(t,e,r,n){if(!r)return null;var i=e+\"#\"+r.id;if(this.index[i])return this.ids[i].indexOf(t)<0&&this.ids[i].push(t),this.index[i];if(!r.bitmap)return null;var o=r.width+2*n,s=r.height+2*n,l=o+2,u=s+2;l+=4-l%4,u+=4-u%4;var c=this.bin.packOne(l,u);if(c||(this.resize(),c=this.bin.packOne(l,u)),!c)return a.warnOnce(\"glyph bitmap overflow\"),null;this.index[i]=c,this.ids[i]=[t];for(var h=this.data,f=r.bitmap,d=0;d<s;d++)for(var p=this.width*(c.y+d+1)+c.x+1,m=o*d,g=0;g<o;g++)h[p+g]=f[m+g];return this.dirty=!0,c},n.prototype.resize=function(){var t=this.width,e=this.height;if(!(t>=2048||e>=2048)){this.texture&&(this.gl&&this.gl.deleteTexture(this.texture),this.texture=null),this.width*=4,this.height*=4,this.bin.resize(this.width,this.height);for(var r=new ArrayBuffer(this.width*this.height),n=0;n<e;n++){var i=new Uint8Array(this.data.buffer,e*n,t);new Uint8Array(r,e*n*4,t).set(i)}this.data=new Uint8Array(r)}},n.prototype.bind=function(t){this.gl=t,this.texture?t.bindTexture(t.TEXTURE_2D,this.texture):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.LINEAR),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.LINEAR),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),t.texImage2D(t.TEXTURE_2D,0,t.ALPHA,this.width,this.height,0,t.ALPHA,t.UNSIGNED_BYTE,null))},n.prototype.updateTexture=function(t){this.bind(t),this.dirty&&(t.texSubImage2D(t.TEXTURE_2D,0,0,0,this.width,this.height,t.ALPHA,t.UNSIGNED_BYTE,this.data),this.dirty=!1)}},{\"../util/util\":442,\"shelf-pack\":514}],399:[function(t,e,r){\"use strict\";function n(t){this.url=t&&o(t),this.atlases={},this.stacks={},this.loading={}}function i(t,e,r){this.advance=t.advance,this.left=t.left-r-1,this.top=t.top+r+1,this.rect=e}function a(t,e,r,n){return n=n||\"abc\",r.replace(\"{s}\",n[t.length%n.length]).replace(\"{fontstack}\",t).replace(\"{range}\",e)}var o=t(\"../util/mapbox\").normalizeGlyphsURL,s=t(\"../util/ajax\").getArrayBuffer,l=t(\"../util/glyphs\"),u=t(\"../symbol/glyph_atlas\"),c=t(\"pbf\");e.exports=n,n.prototype.getSimpleGlyphs=function(t,e,r,n){void 0===this.stacks[t]&&(this.stacks[t]={}),void 0===this.atlases[t]&&(this.atlases[t]=new u);for(var a,o={},s=this.stacks[t],l=this.atlases[t],c={},h=0,f=0;f<e.length;f++){var d=e[f];if(a=Math.floor(d/256),s[a]){var p=s[a].glyphs[d],m=l.addGlyph(r,t,p,3);p&&(o[d]=new i(p,m,3))}else void 0===c[a]&&(c[a]=[],h++),c[a].push(d)}h||n(void 0,o,t);var g=function(e,a,s){if(!e)for(var u=this.stacks[t][a]=s.stacks[0],f=0;f<c[a].length;f++){var d=c[a][f],p=u.glyphs[d],m=l.addGlyph(r,t,p,3);p&&(o[d]=new i(p,m,3))}--h||n(void 0,o,t)}.bind(this);for(var v in c)this.loadRange(t,v,g)},n.prototype.loadRange=function(t,e,r){if(256*e>65535)return r(\"glyphs > 65535 not supported\");void 0===this.loading[t]&&(this.loading[t]={});var n=this.loading[t];if(n[e])n[e].push(r);else{n[e]=[r];var i=256*e+\"-\"+(256*e+255),o=a(t,i,this.url);s(o,function(t,r){for(var i=!t&&new l(new c(new Uint8Array(r))),a=0;a<n[e].length;a++)n[e][a](t,e,i);delete n[e]})}},n.prototype.getGlyphAtlas=function(t){return this.atlases[t]}},{\"../symbol/glyph_atlas\":398,\"../util/ajax\":425,\"../util/glyphs\":435,\"../util/mapbox\":439,pbf:478}],400:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){function n(n){c.push(t[n]),h.push(r[n]),f.push(e[n]),d++}function i(t,e,r){var n=u[t];return delete u[t],u[e]=n,h[n][0].pop(),h[n][0]=h[n][0].concat(r[0]),n}function a(t,e,r){var n=l[e];return delete l[e],l[t]=n,h[n][0].shift(),h[n][0]=r[0].concat(h[n][0]),n}function o(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}var s,l={},u={},c=[],h=[],f=[],d=0;for(s=0;s<t.length;s++){var p=r[s],m=e[s];if(m){var g=o(m,p),v=o(m,p,!0);if(g in u&&v in l&&u[g]!==l[v]){var y=a(g,v,p),b=i(g,v,h[y]);delete l[g],delete u[v],u[o(m,h[b],!0)]=b,h[y]=null}else g in u?i(g,v,p):v in l?a(g,v,p):(n(s),l[g]=d-1,u[v]=d-1)}else n(s)}return{features:c,textFeatures:f,geometries:h}}},{}],401:[function(t,e,r){\"use strict\";function n(t,e,r,n,i,a,o,s,l,u){this.anchorPoint=t,this.tl=e,this.tr=r,this.bl=n,this.br=i,this.tex=a,this.anchorAngle=o,this.glyphAngle=s,this.minScale=l,this.maxScale=u}function i(t,e,r,i,a,o,u,c,h){var f,d,p,m,g=e.image.rect,v=a.layout,y=e.left-1,b=y+g.w/e.image.pixelRatio,x=e.top-1,_=x+g.h/e.image.pixelRatio;if(\"none\"!==v[\"icon-text-fit\"]&&u){var w=b-y,M=_-x,k=v[\"text-size\"]/24,A=u.left*k,T=u.right*k,S=u.top*k,E=u.bottom*k,L=T-A,C=E-S,I=v[\"icon-text-fit-padding\"][0],z=v[\"icon-text-fit-padding\"][1],D=v[\"icon-text-fit-padding\"][2],P=v[\"icon-text-fit-padding\"][3],O=\"width\"===v[\"icon-text-fit\"]?.5*(C-M):0,R=\"height\"===v[\"icon-text-fit\"]?.5*(L-w):0,F=\"width\"===v[\"icon-text-fit\"]||\"both\"===v[\"icon-text-fit\"]?L:w,j=\"height\"===v[\"icon-text-fit\"]||\"both\"===v[\"icon-text-fit\"]?C:M;f=new s(A+R-P,S+O-I),d=new s(A+R+z+F,S+O-I),p=new s(A+R+z+F,S+O+D+j),m=new s(A+R-P,S+O+D+j)}else f=new s(y,x),d=new s(b,x),p=new s(b,_),m=new s(y,_);var N=a.getLayoutValue(\"icon-rotate\",c,h)*Math.PI/180;if(o){var B=i[t.segment];if(t.y===B.y&&t.x===B.x&&t.segment+1<i.length){var U=i[t.segment+1];N+=Math.atan2(t.y-U.y,t.x-U.x)+Math.PI}else N+=Math.atan2(t.y-B.y,t.x-B.x)}if(N){var V=Math.sin(N),H=Math.cos(N),q=[H,-V,V,H];f=f.matMult(q),d=d.matMult(q),m=m.matMult(q),p=p.matMult(q)}return[new n(new s(t.x,t.y),f,d,m,p,e.image.rect,0,0,l,1/0)]}function a(t,e,r,i,a,u){for(var c=a.layout[\"text-rotate\"]*Math.PI/180,h=a.layout[\"text-keep-upright\"],f=e.positionedGlyphs,d=[],p=0;p<f.length;p++){var m=f[p],g=m.glyph,v=g.rect;if(v){var y,b=(m.x+g.advance/2)*r,x=l;u?(y=[],x=o(y,t,b,i,t.segment,!0),h&&(x=Math.min(x,o(y,t,b,i,t.segment,!1)))):y=[{anchorPoint:new s(t.x,t.y),offset:0,angle:0,maxScale:1/0,minScale:l}];for(var _=m.x+g.left,w=m.y-g.top,M=_+v.w,k=w+v.h,A=new s(_,w),T=new s(M,w),S=new s(_,k),E=new s(M,k),L=0;L<y.length;L++){var C=y[L],I=A,z=T,D=S,P=E;if(c){var O=Math.sin(c),R=Math.cos(c),F=[R,-O,O,R];I=I.matMult(F),z=z.matMult(F),D=D.matMult(F),P=P.matMult(F)}var j=Math.max(C.minScale,x),N=(t.angle+C.offset+2*Math.PI)%(2*Math.PI),B=(C.angle+C.offset+2*Math.PI)%(2*Math.PI);d.push(new n(C.anchorPoint,I,z,D,P,v,N,B,j,C.maxScale))}}}return d}function o(t,e,r,n,i,a){var o=!a;r<0&&(a=!a),a&&i++;var u=new s(e.x,e.y),c=n[i],h=1/0;r=Math.abs(r);for(var f=l;;){var d=u.dist(c),p=r/d,m=Math.atan2(c.y-u.y,c.x-u.x);if(a||(m+=Math.PI),t.push({anchorPoint:u,offset:o?Math.PI:0,minScale:p,maxScale:h,angle:(m+2*Math.PI)%(2*Math.PI)}),p<=f)break;for(u=c;u.equals(c);)if(i+=a?1:-1,!(c=n[i]))return p;var g=c.sub(u)._unit();u=u.sub(g._mult(d)),h=p}return f}var s=t(\"point-geometry\");e.exports={getIconQuads:i,getGlyphQuads:a,SymbolQuad:n};var l=.5},{\"point-geometry\":484}],402:[function(t,e,r){\"use strict\";function n(t,e,r){for(var n=[],a=0,o=t.length;a<o;a++){var s=i(t[a].properties,e[\"text-field\"]);if(s){s=s.toString();var l=e[\"text-transform\"];\"uppercase\"===l?s=s.toLocaleUpperCase():\"lowercase\"===l&&(s=s.toLocaleLowerCase());for(var u=0;u<s.length;u++)r[s.charCodeAt(u)]=!0;n[a]=s}else n[a]=null}return n}var i=t(\"../util/token\");e.exports=n},{\"../util/token\":441}],403:[function(t,e,r){\"use strict\";function n(t,e,r,n){this.codePoint=t,this.x=e,this.y=r,this.glyph=n}function i(t,e,r,n,i,a){this.positionedGlyphs=t,this.text=e,this.top=r,this.bottom=n,this.left=i,this.right=a}function a(t,e,r,a,s,l,u,c,h){for(var f=[],d=new i(f,t,h[1],h[1],h[0],h[0]),p=0,m=0;m<t.length;m++){var g=t.charCodeAt(m),v=e[g];v&&(f.push(new n(g,p,-17,v)),p+=v.advance+c)}return!!f.length&&(o(d,e,a,r,s,l,u,h),d)}function o(t,e,r,n,i,a,o,u){var c=null,d=0,p=0,m=0,g=0,v=t.positionedGlyphs;if(n)for(var y=0;y<v.length;y++){var b=v[y];if(b.x-=d,b.y+=r*m,b.x>n&&null!==c){var x=v[c+1].x;g=Math.max(x,g);for(var _=c+1;_<=y;_++)v[_].y+=r,v[_].x-=x;if(o){var w=c;h[v[c].codePoint]&&w--,s(v,e,p,w,o)}p=c+1,c=null,d+=x,m++}f[b.codePoint]&&(c=y)}var M=v[v.length-1],k=M.x+e[M.codePoint].advance;g=Math.max(g,k);var A=(m+1)*r;s(v,e,p,v.length-1,o),l(v,o,i,a,g,r,m,u),t.top+=-a*A,t.bottom=t.top+A,t.left+=-i*g,t.right=t.left+g}function s(t,e,r,n,i){for(var a=e[t[n].codePoint].advance,o=(t[n].x+a)*i,s=r;s<=n;s++)t[s].x-=o}\n",
       "function l(t,e,r,n,i,a,o,s){for(var l=(e-r)*i+s[0],u=(-n*(o+1)+.5)*a+s[1],c=0;c<t.length;c++)t[c].x+=l,t[c].y+=u}function u(t,e){if(!t||!t.rect)return null;var r=e[\"icon-offset\"][0],n=e[\"icon-offset\"][1],i=r-t.width/2,a=i+t.width,o=n-t.height/2;return new c(t,o,o+t.height,i,a)}function c(t,e,r,n,i){this.image=t,this.top=e,this.bottom=r,this.left=n,this.right=i}e.exports={shapeText:a,shapeIcon:u};var h={32:!0,8203:!0},f={32:!0,38:!0,43:!0,45:!0,47:!0,173:!0,183:!0,8203:!0,8208:!0,8211:!0}},{}],404:[function(t,e,r){\"use strict\";function n(t,e){this.width=t,this.height=e,this.bin=new o(t,e),this.images={},this.data=!1,this.texture=0,this.filter=0,this.pixelRatio=1,this.dirty=!0}function i(t,e,r,n,i,a,o,s,l,u,c){var h,f,d=n*e+r,p=s*a+o;if(c)for(p-=a,f=-1;f<=u;f++,d=((f+u)%u+n)*e+r,p+=a)for(h=-1;h<=l;h++)i[p+h]=t[d+(h+l)%l];else for(f=0;f<u;f++,d+=e,p+=a)for(h=0;h<l;h++)i[p+h]=t[d+h]}function a(t,e,r,n,i){this.rect=t,this.width=e,this.height=r,this.sdf=n,this.pixelRatio=i}var o=t(\"shelf-pack\"),s=t(\"../util/browser\"),l=t(\"../util/util\");e.exports=n,n.prototype.allocateImage=function(t,e){t/=this.pixelRatio,e/=this.pixelRatio;var r=t+2+(4-(t+2)%4),n=e+2+(4-(e+2)%4),i=this.bin.packOne(r,n);return i||(l.warnOnce(\"SpriteAtlas out of space.\"),null)},n.prototype.getImage=function(t,e){if(this.images[t])return this.images[t];if(!this.sprite)return null;var r=this.sprite.getSpritePosition(t);if(!r.width||!r.height)return null;var n=this.allocateImage(r.width,r.height);if(!n)return null;var i=new a(n,r.width/r.pixelRatio,r.height/r.pixelRatio,r.sdf,r.pixelRatio/this.pixelRatio);return this.images[t]=i,this.copy(n,r,e),i},n.prototype.getPosition=function(t,e){var r=this.getImage(t,e),n=r&&r.rect;if(!n)return null;var i=r.width*r.pixelRatio,a=r.height*r.pixelRatio;return{size:[r.width,r.height],tl:[(n.x+1)/this.width,(n.y+1)/this.height],br:[(n.x+1+i)/this.width,(n.y+1+a)/this.height]}},n.prototype.allocate=function(){if(!this.data){var t=Math.floor(this.width*this.pixelRatio),e=Math.floor(this.height*this.pixelRatio);this.data=new Uint32Array(t*e);for(var r=0;r<this.data.length;r++)this.data[r]=0}},n.prototype.copy=function(t,e,r){if(this.sprite.img.data){var n=new Uint32Array(this.sprite.img.data.buffer);this.allocate();var a=this.data;i(n,this.sprite.img.width,e.x,e.y,a,this.width*this.pixelRatio,(t.x+1)*this.pixelRatio,(t.y+1)*this.pixelRatio,e.width,e.height,r),this.dirty=!0}},n.prototype.setSprite=function(t){t&&(this.pixelRatio=s.devicePixelRatio>1?2:1,this.canvas&&(this.canvas.width=this.width*this.pixelRatio,this.canvas.height=this.height*this.pixelRatio)),this.sprite=t},n.prototype.addIcons=function(t,e){for(var r=0;r<t.length;r++)this.getImage(t[r]);e(null,this.images)},n.prototype.bind=function(t,e){var r=!1;this.texture?t.bindTexture(t.TEXTURE_2D,this.texture):(this.texture=t.createTexture(),t.bindTexture(t.TEXTURE_2D,this.texture),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),r=!0);var n=e?t.LINEAR:t.NEAREST;n!==this.filter&&(t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,n),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,n),this.filter=n),this.dirty&&(this.allocate(),r?t.texImage2D(t.TEXTURE_2D,0,t.RGBA,this.width*this.pixelRatio,this.height*this.pixelRatio,0,t.RGBA,t.UNSIGNED_BYTE,new Uint8Array(this.data.buffer)):t.texSubImage2D(t.TEXTURE_2D,0,0,0,this.width*this.pixelRatio,this.height*this.pixelRatio,t.RGBA,t.UNSIGNED_BYTE,new Uint8Array(this.data.buffer)),this.dirty=!1)}},{\"../util/browser\":426,\"../util/util\":442,\"shelf-pack\":514}],405:[function(t,e,r){\"use strict\";var n=t(\"../util/struct_array\"),i=t(\"../util/util\"),a=t(\"point-geometry\"),o=e.exports=new n({members:[{type:\"Uint16\",name:\"textBoxStartIndex\"},{type:\"Uint16\",name:\"textBoxEndIndex\"},{type:\"Uint16\",name:\"iconBoxStartIndex\"},{type:\"Uint16\",name:\"iconBoxEndIndex\"},{type:\"Uint16\",name:\"glyphQuadStartIndex\"},{type:\"Uint16\",name:\"glyphQuadEndIndex\"},{type:\"Uint16\",name:\"iconQuadStartIndex\"},{type:\"Uint16\",name:\"iconQuadEndIndex\"},{type:\"Int16\",name:\"anchorPointX\"},{type:\"Int16\",name:\"anchorPointY\"},{type:\"Int8\",name:\"index\"}]});i.extendAll(o.prototype.StructType.prototype,{get anchorPoint(){return new a(this.anchorPointX,this.anchorPointY)}})},{\"../util/struct_array\":440,\"../util/util\":442,\"point-geometry\":484}],406:[function(t,e,r){\"use strict\";var n=t(\"../util/struct_array\"),i=t(\"../util/util\"),a=t(\"point-geometry\"),o=t(\"./quads\").SymbolQuad,s=e.exports=new n({members:[{type:\"Int16\",name:\"anchorPointX\"},{type:\"Int16\",name:\"anchorPointY\"},{type:\"Float32\",name:\"tlX\"},{type:\"Float32\",name:\"tlY\"},{type:\"Float32\",name:\"trX\"},{type:\"Float32\",name:\"trY\"},{type:\"Float32\",name:\"blX\"},{type:\"Float32\",name:\"blY\"},{type:\"Float32\",name:\"brX\"},{type:\"Float32\",name:\"brY\"},{type:\"Int16\",name:\"texH\"},{type:\"Int16\",name:\"texW\"},{type:\"Int16\",name:\"texX\"},{type:\"Int16\",name:\"texY\"},{type:\"Float32\",name:\"anchorAngle\"},{type:\"Float32\",name:\"glyphAngle\"},{type:\"Float32\",name:\"maxScale\"},{type:\"Float32\",name:\"minScale\"}]});i.extendAll(s.prototype.StructType.prototype,{get anchorPoint(){return new a(this.anchorPointX,this.anchorPointY)},get SymbolQuad(){return new o(this.anchorPoint,new a(this.tlX,this.tlY),new a(this.trX,this.trY),new a(this.blX,this.blY),new a(this.brX,this.brY),{x:this.texX,y:this.texY,h:this.texH,w:this.texW,height:this.texH,width:this.texW},this.anchorAngle,this.glyphAngle,this.minScale,this.maxScale)}})},{\"../util/struct_array\":440,\"../util/util\":442,\"./quads\":401,\"point-geometry\":484}],407:[function(t,e,r){\"use strict\";var n=t(\"../util/dom\"),i=t(\"point-geometry\"),a={scrollZoom:t(\"./handler/scroll_zoom\"),boxZoom:t(\"./handler/box_zoom\"),dragRotate:t(\"./handler/drag_rotate\"),dragPan:t(\"./handler/drag_pan\"),keyboard:t(\"./handler/keyboard\"),doubleClickZoom:t(\"./handler/dblclick_zoom\"),touchZoomRotate:t(\"./handler/touch_zoom_rotate\")};e.exports=function(t,e){function r(t){v(\"mouseout\",t)}function o(e){t.stop(),_=n.mousePos(b,e),v(\"mousedown\",e)}function s(e){var r=t.dragRotate&&t.dragRotate.isActive();x&&!r&&v(\"contextmenu\",x),x=null,v(\"mouseup\",e)}function l(e){if(!(t.dragPan&&t.dragPan.isActive()||t.dragRotate&&t.dragRotate.isActive())){for(var r=e.toElement||e.target;r&&r!==b;)r=r.parentNode;r===b&&v(\"mousemove\",e)}}function u(e){t.stop(),y(\"touchstart\",e),!e.touches||e.touches.length>1||(w?(clearTimeout(w),w=null,v(\"dblclick\",e)):w=setTimeout(d,300))}function c(t){y(\"touchmove\",t)}function h(t){y(\"touchend\",t)}function f(t){y(\"touchcancel\",t)}function d(){w=null}function p(t){n.mousePos(b,t).equals(_)&&v(\"click\",t)}function m(t){v(\"dblclick\",t),t.preventDefault()}function g(t){x=t,t.preventDefault()}function v(e,r){var i=n.mousePos(b,r);return t.fire(e,{lngLat:t.unproject(i),point:i,originalEvent:r})}function y(e,r){var a=n.touchPos(b,r),o=a.reduce(function(t,e,r,n){return t.add(e.div(n.length))},new i(0,0));return t.fire(e,{lngLat:t.unproject(o),point:o,lngLats:a.map(function(e){return t.unproject(e)},this),points:a,originalEvent:r})}var b=t.getCanvasContainer(),x=null,_=null,w=null;for(var M in a)t[M]=new a[M](t,e),e.interactive&&e[M]&&t[M].enable();b.addEventListener(\"mouseout\",r,!1),b.addEventListener(\"mousedown\",o,!1),b.addEventListener(\"mouseup\",s,!1),b.addEventListener(\"mousemove\",l,!1),b.addEventListener(\"touchstart\",u,!1),b.addEventListener(\"touchend\",h,!1),b.addEventListener(\"touchmove\",c,!1),b.addEventListener(\"touchcancel\",f,!1),b.addEventListener(\"click\",p,!1),b.addEventListener(\"dblclick\",m,!1),b.addEventListener(\"contextmenu\",g,!1)}},{\"../util/dom\":428,\"./handler/box_zoom\":413,\"./handler/dblclick_zoom\":414,\"./handler/drag_pan\":415,\"./handler/drag_rotate\":416,\"./handler/keyboard\":417,\"./handler/scroll_zoom\":418,\"./handler/touch_zoom_rotate\":419,\"point-geometry\":484}],408:[function(t,e,r){\"use strict\";var n=t(\"../util/util\"),i=t(\"../util/interpolate\"),a=t(\"../util/browser\"),o=t(\"../geo/lng_lat\"),s=t(\"../geo/lng_lat_bounds\"),l=t(\"point-geometry\"),u=e.exports=function(){};n.extend(u.prototype,{getCenter:function(){return this.transform.center},setCenter:function(t,e){return this.jumpTo({center:t},e),this},panBy:function(t,e,r){return this.panTo(this.transform.center,n.extend({offset:l.convert(t).mult(-1)},e),r),this},panTo:function(t,e,r){return this.easeTo(n.extend({center:t},e),r)},getZoom:function(){return this.transform.zoom},setZoom:function(t,e){return this.jumpTo({zoom:t},e),this},zoomTo:function(t,e,r){return this.easeTo(n.extend({zoom:t},e),r)},zoomIn:function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},zoomOut:function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},getBearing:function(){return this.transform.bearing},setBearing:function(t,e){return this.jumpTo({bearing:t},e),this},rotateTo:function(t,e,r){return this.easeTo(n.extend({bearing:t},e),r)},resetNorth:function(t,e){return this.rotateTo(0,n.extend({duration:1e3},t),e),this},snapToNorth:function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},getPitch:function(){return this.transform.pitch},setPitch:function(t,e){return this.jumpTo({pitch:t},e),this},fitBounds:function(t,e,r){e=n.extend({padding:0,offset:[0,0],maxZoom:1/0},e),t=s.convert(t);var i=l.convert(e.offset),a=this.transform,o=a.project(t.getNorthWest()),u=a.project(t.getSouthEast()),c=u.sub(o),h=(a.width-2*e.padding-2*Math.abs(i.x))/c.x,f=(a.height-2*e.padding-2*Math.abs(i.y))/c.y;return e.center=a.unproject(o.add(u).div(2)),e.zoom=Math.min(a.scaleZoom(a.scale*Math.min(h,f)),e.maxZoom),e.bearing=0,e.linear?this.easeTo(e,r):this.flyTo(e,r)},jumpTo:function(t,e){this.stop();var r=this.transform,n=!1,i=!1,a=!1;return\"zoom\"in t&&r.zoom!==+t.zoom&&(n=!0,r.zoom=+t.zoom),\"center\"in t&&(r.center=o.convert(t.center)),\"bearing\"in t&&r.bearing!==+t.bearing&&(i=!0,r.bearing=+t.bearing),\"pitch\"in t&&r.pitch!==+t.pitch&&(a=!0,r.pitch=+t.pitch),this.fire(\"movestart\",e).fire(\"move\",e),n&&this.fire(\"zoomstart\",e).fire(\"zoom\",e).fire(\"zoomend\",e),i&&this.fire(\"rotate\",e),a&&this.fire(\"pitch\",e),this.fire(\"moveend\",e)},easeTo:function(t,e){this.stop(),t=n.extend({offset:[0,0],duration:500,easing:n.ease},t);var r,a,s=this.transform,u=l.convert(t.offset),c=this.getZoom(),h=this.getBearing(),f=this.getPitch(),d=\"zoom\"in t?+t.zoom:c,p=\"bearing\"in t?this._normalizeBearing(t.bearing,h):h,m=\"pitch\"in t?+t.pitch:f;\"center\"in t?(r=o.convert(t.center),a=s.centerPoint.add(u)):\"around\"in t?(r=o.convert(t.around),a=s.locationPoint(r)):(a=s.centerPoint.add(u),r=s.pointLocation(a));var g=s.locationPoint(r);return!1===t.animate&&(t.duration=0),this.zooming=d!==c,this.rotating=h!==p,this.pitching=m!==f,t.noMoveStart||this.fire(\"movestart\",e),this.zooming&&this.fire(\"zoomstart\",e),clearTimeout(this._onEaseEnd),this._ease(function(t){this.zooming&&(s.zoom=i(c,d,t)),this.rotating&&(s.bearing=i(h,p,t)),this.pitching&&(s.pitch=i(f,m,t)),s.setLocationAtPoint(r,g.add(a.sub(g)._mult(t))),this.fire(\"move\",e),this.zooming&&this.fire(\"zoom\",e),this.rotating&&this.fire(\"rotate\",e),this.pitching&&this.fire(\"pitch\",e)},function(){t.delayEndEvents?this._onEaseEnd=setTimeout(this._easeToEnd.bind(this,e),t.delayEndEvents):this._easeToEnd(e)}.bind(this),t),this},_easeToEnd:function(t){var e=this.zooming;this.zooming=!1,this.rotating=!1,this.pitching=!1,e&&this.fire(\"zoomend\",t),this.fire(\"moveend\",t)},flyTo:function(t,e){function r(t){var e=(A*A-k*k+(t?-1:1)*L*L*T*T)/(2*(t?A:k)*L*T);return Math.log(Math.sqrt(e*e+1)-e)}function a(t){return(Math.exp(t)-Math.exp(-t))/2}function s(t){return(Math.exp(t)+Math.exp(-t))/2}function u(t){return a(t)/s(t)}this.stop(),t=n.extend({offset:[0,0],speed:1.2,curve:1.42,easing:n.ease},t);var c=this.transform,h=l.convert(t.offset),f=this.getZoom(),d=this.getBearing(),p=this.getPitch(),m=\"center\"in t?o.convert(t.center):this.getCenter(),g=\"zoom\"in t?+t.zoom:f,v=\"bearing\"in t?this._normalizeBearing(t.bearing,d):d,y=\"pitch\"in t?+t.pitch:p;Math.abs(c.center.lng)+Math.abs(m.lng)>180&&(c.center.lng>0&&m.lng<0?m.lng+=360:c.center.lng<0&&m.lng>0&&(m.lng-=360));var b=c.zoomScale(g-f),x=c.point,_=\"center\"in t?c.project(m).sub(h.div(b)):x,w=c.worldSize,M=t.curve,k=Math.max(c.width,c.height),A=k/b,T=_.sub(x).mag();if(\"minZoom\"in t){var S=n.clamp(Math.min(t.minZoom,f,g),c.minZoom,c.maxZoom),E=k/c.zoomScale(S-f);M=Math.sqrt(E/T*2)}var L=M*M,C=r(0),I=function(t){return s(C)/s(C+M*t)},z=function(t){return k*((s(C)*u(C+M*t)-a(C))/L)/T},D=(r(1)-C)/M;if(Math.abs(T)<1e-6){if(Math.abs(k-A)<1e-6)return this.easeTo(t);var P=A<k?-1:1;D=Math.abs(Math.log(A/k))/M,z=function(){return 0},I=function(t){return Math.exp(P*M*t)}}if(\"duration\"in t)t.duration=+t.duration;else{var O=\"screenSpeed\"in t?+t.screenSpeed/M:+t.speed;t.duration=1e3*D/O}return this.zooming=!0,d!==v&&(this.rotating=!0),p!==y&&(this.pitching=!0),this.fire(\"movestart\",e),this.fire(\"zoomstart\",e),this._ease(function(t){var r=t*D,n=z(r);c.zoom=f+c.scaleZoom(1/I(r)),c.center=c.unproject(x.add(_.sub(x).mult(n)),w),this.rotating&&(c.bearing=i(d,v,t)),this.pitching&&(c.pitch=i(p,y,t)),this.fire(\"move\",e),this.fire(\"zoom\",e),this.rotating&&this.fire(\"rotate\",e),this.pitching&&this.fire(\"pitch\",e)},function(){this.zooming=!1,this.rotating=!1,this.pitching=!1,this.fire(\"zoomend\",e),this.fire(\"moveend\",e)},t),this},isEasing:function(){return!!this._abortFn},stop:function(){return this._abortFn&&(this._abortFn(),this._finishEase()),this},_ease:function(t,e,r){this._finishFn=e,this._abortFn=a.timed(function(e){t.call(this,r.easing(e)),1===e&&this._finishEase()},!1===r.animate?0:r.duration,this)},_finishEase:function(){delete this._abortFn;var t=this._finishFn;delete this._finishFn,t.call(this)},_normalizeBearing:function(t,e){t=n.wrap(t,-180,180);var r=Math.abs(t-e);return Math.abs(t-360-e)<r&&(t-=360),Math.abs(t+360-e)<r&&(t+=360),t},_updateEasing:function(t,e,r){var i;if(this.ease){var a=this.ease,o=(Date.now()-a.start)/a.duration,s=a.easing(o+.01)-a.easing(o),l=.27/Math.sqrt(s*s+1e-4)*.01,u=Math.sqrt(.0729-l*l);i=n.bezier(l,u,.25,1)}else i=r?n.bezier.apply(n,r):n.ease;return this.ease={start:(new Date).getTime(),to:Math.pow(2,e),duration:t,easing:i},i}})},{\"../geo/lng_lat\":339,\"../geo/lng_lat_bounds\":340,\"../util/browser\":426,\"../util/interpolate\":436,\"../util/util\":442,\"point-geometry\":484}],409:[function(t,e,r){\"use strict\";function n(t){o.setOptions(this,t)}var i=t(\"./control\"),a=t(\"../../util/dom\"),o=t(\"../../util/util\");e.exports=n,n.createAttributionString=function(t){var e=[];for(var r in t){var n=t[r];n.attribution&&e.indexOf(n.attribution)<0&&e.push(n.attribution)}return e.sort(function(t,e){return t.length-e.length}),e=e.filter(function(t,r){for(var n=r+1;n<e.length;n++)if(e[n].indexOf(t)>=0)return!1;return!0}),e.join(\" | \")},n.prototype=o.inherit(i,{options:{position:\"bottom-right\"},onAdd:function(t){var e=this._container=a.create(\"div\",\"mapboxgl-ctrl-attrib\",t.getContainer());return this._update(),t.on(\"source.load\",this._update.bind(this)),t.on(\"source.change\",this._update.bind(this)),t.on(\"source.remove\",this._update.bind(this)),t.on(\"moveend\",this._updateEditLink.bind(this)),e},_update:function(){this._map.style&&(this._container.innerHTML=n.createAttributionString(this._map.style.sources)),this._editLink=this._container.getElementsByClassName(\"mapbox-improve-map\")[0],this._updateEditLink()},_updateEditLink:function(){if(this._editLink){var t=this._map.getCenter();this._editLink.href=\"https://www.mapbox.com/map-feedback/#/\"+t.lng+\"/\"+t.lat+\"/\"+Math.round(this._map.getZoom()+1)}}})},{\"../../util/dom\":428,\"../../util/util\":442,\"./control\":410}],410:[function(t,e,r){\"use strict\";function n(){}var i=t(\"../../util/util\"),a=t(\"../../util/evented\");e.exports=n,n.prototype={addTo:function(t){this._map=t;var e=this._container=this.onAdd(t);if(this.options&&this.options.position){var r=this.options.position,n=t._controlCorners[r];e.className+=\" mapboxgl-ctrl\",-1!==r.indexOf(\"bottom\")?n.insertBefore(e,n.firstChild):n.appendChild(e)}return this},remove:function(){return this._container.parentNode.removeChild(this._container),this.onRemove&&this.onRemove(this._map),this._map=null,this}},i.extend(n.prototype,a)},{\"../../util/evented\":434,\"../../util/util\":442}],411:[function(t,e,r){\"use strict\";function n(t){s.setOptions(this,t)}var i=t(\"./control\"),a=t(\"../../util/browser\"),o=t(\"../../util/dom\"),s=t(\"../../util/util\");e.exports=n;var l={enableHighAccuracy:!1,timeout:6e3};n.prototype=s.inherit(i,{options:{position:\"top-right\"},onAdd:function(t){var e=this._container=o.create(\"div\",\"mapboxgl-ctrl-group\",t.getContainer());return a.supportsGeolocation?(this._container.addEventListener(\"contextmenu\",this._onContextMenu.bind(this)),this._geolocateButton=o.create(\"button\",\"mapboxgl-ctrl-icon mapboxgl-ctrl-geolocate\",this._container),this._geolocateButton.type=\"button\",this._geolocateButton.addEventListener(\"click\",this._onClickGeolocate.bind(this)),e):e},_onContextMenu:function(t){t.preventDefault()},_onClickGeolocate:function(){navigator.geolocation.getCurrentPosition(this._success.bind(this),this._error.bind(this),l),this._timeoutId=setTimeout(this._finish.bind(this),1e4)},_success:function(t){this._map.jumpTo({center:[t.coords.longitude,t.coords.latitude],zoom:17,bearing:0,pitch:0}),this.fire(\"geolocate\",t),this._finish()},_error:function(t){this.fire(\"error\",t),this._finish()},_finish:function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0}})},{\"../../util/browser\":426,\"../../util/dom\":428,\"../../util/util\":442,\"./control\":410}],412:[function(t,e,r){\"use strict\";function n(t){s.setOptions(this,t)}function i(t){return new MouseEvent(t.type,{button:2,buttons:2,bubbles:!0,cancelable:!0,detail:t.detail,view:t.view,screenX:t.screenX,screenY:t.screenY,clientX:t.clientX,clientY:t.clientY,movementX:t.movementX,movementY:t.movementY,ctrlKey:t.ctrlKey,shiftKey:t.shiftKey,altKey:t.altKey,metaKey:t.metaKey})}var a=t(\"./control\"),o=t(\"../../util/dom\"),s=t(\"../../util/util\");e.exports=n,n.prototype=s.inherit(a,{options:{position:\"top-right\"},onAdd:function(t){var e=\"mapboxgl-ctrl\",r=this._container=o.create(\"div\",e+\"-group\",t.getContainer());return this._container.addEventListener(\"contextmenu\",this._onContextMenu.bind(this)),this._zoomInButton=this._createButton(e+\"-icon \"+e+\"-zoom-in\",t.zoomIn.bind(t)),this._zoomOutButton=this._createButton(e+\"-icon \"+e+\"-zoom-out\",t.zoomOut.bind(t)),this._compass=this._createButton(e+\"-icon \"+e+\"-compass\",t.resetNorth.bind(t)),this._compassArrow=o.create(\"div\",\"arrow\",this._compass),this._compass.addEventListener(\"mousedown\",this._onCompassDown.bind(this)),this._onCompassMove=this._onCompassMove.bind(this),this._onCompassUp=this._onCompassUp.bind(this),t.on(\"rotate\",this._rotateCompassArrow.bind(this)),this._rotateCompassArrow(),this._el=t.getCanvasContainer(),r},_onContextMenu:function(t){t.preventDefault()},_onCompassDown:function(t){0===t.button&&(o.disableDrag(),document.addEventListener(\"mousemove\",this._onCompassMove),document.addEventListener(\"mouseup\",this._onCompassUp),this._el.dispatchEvent(i(t)),t.stopPropagation())},_onCompassMove:function(t){0===t.button&&(this._el.dispatchEvent(i(t)),t.stopPropagation())},_onCompassUp:function(t){0===t.button&&(document.removeEventListener(\"mousemove\",this._onCompassMove),document.removeEventListener(\"mouseup\",this._onCompassUp),o.enableDrag(),this._el.dispatchEvent(i(t)),t.stopPropagation())},_createButton:function(t,e){var r=o.create(\"button\",t,this._container);return r.type=\"button\",r.addEventListener(\"click\",function(){e()}),r},_rotateCompassArrow:function(){var t=\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassArrow.style.transform=t}})},{\"../../util/dom\":428,\"../../util/util\":442,\"./control\":410}],413:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),o.bindHandlers(this)}var i=t(\"../../util/dom\"),a=t(\"../../geo/lng_lat_bounds\"),o=t(\"../../util/util\");e.exports=n,n.prototype={_enabled:!1,_active:!1,isEnabled:function(){return this._enabled},isActive:function(){return this._active},enable:function(){this.isEnabled()||(this._el.addEventListener(\"mousedown\",this._onMouseDown,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"mousedown\",this._onMouseDown),this._enabled=!1)},_onMouseDown:function(t){t.shiftKey&&0===t.button&&(document.addEventListener(\"mousemove\",this._onMouseMove,!1),document.addEventListener(\"keydown\",this._onKeyDown,!1),document.addEventListener(\"mouseup\",this._onMouseUp,!1),i.disableDrag(),this._startPos=i.mousePos(this._el,t),this._active=!0)},_onMouseMove:function(t){var e=this._startPos,r=i.mousePos(this._el,t);this._box||(this._box=i.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var n=Math.min(e.x,r.x),a=Math.max(e.x,r.x),o=Math.min(e.y,r.y),s=Math.max(e.y,r.y);i.setTransform(this._box,\"translate(\"+n+\"px,\"+o+\"px)\"),this._box.style.width=a-n+\"px\",this._box.style.height=s-o+\"px\"},_onMouseUp:function(t){if(0===t.button){var e=this._startPos,r=i.mousePos(this._el,t),n=new a(this._map.unproject(e),this._map.unproject(r));this._finish(),e.x===r.x&&e.y===r.y?this._fireEvent(\"boxzoomcancel\",t):this._map.fitBounds(n,{linear:!0}).fire(\"boxzoomend\",{originalEvent:t,boxZoomBounds:n})}},_onKeyDown:function(t){27===t.keyCode&&(this._finish(),this._fireEvent(\"boxzoomcancel\",t))},_finish:function(){this._active=!1,document.removeEventListener(\"mousemove\",this._onMouseMove,!1),document.removeEventListener(\"keydown\",this._onKeyDown,!1),document.removeEventListener(\"mouseup\",this._onMouseUp,!1),this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(this._box.parentNode.removeChild(this._box),this._box=null),i.enableDrag()},_fireEvent:function(t,e){return this._map.fire(t,{originalEvent:e})}}},{\"../../geo/lng_lat_bounds\":340,\"../../util/dom\":428,\"../../util/util\":442}],414:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._onDblClick=this._onDblClick.bind(this)}e.exports=n,n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._map.on(\"dblclick\",this._onDblClick),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._map.off(\"dblclick\",this._onDblClick),this._enabled=!1)},_onDblClick:function(t){this._map.zoomTo(this._map.getZoom()+(t.originalEvent.shiftKey?-1:1),{around:t.lngLat},t)}}},{}],415:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),a.bindHandlers(this)}var i=t(\"../../util/dom\"),a=t(\"../../util/util\");e.exports=n;var o=a.bezier(0,0,.3,1);n.prototype={_enabled:!1,_active:!1,isEnabled:function(){return this._enabled},isActive:function(){return this._active},enable:function(){this.isEnabled()||(this._el.addEventListener(\"mousedown\",this._onDown),this._el.addEventListener(\"touchstart\",this._onDown),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"mousedown\",this._onDown),this._el.removeEventListener(\"touchstart\",this._onDown),this._enabled=!1)},_onDown:function(t){this._ignoreEvent(t)||this.isActive()||(t.touches?(document.addEventListener(\"touchmove\",this._onMove),document.addEventListener(\"touchend\",this._onTouchEnd)):(document.addEventListener(\"mousemove\",this._onMove),document.addEventListener(\"mouseup\",this._onMouseUp)),this._active=!1,this._startPos=this._pos=i.mousePos(this._el,t),this._inertia=[[Date.now(),this._pos]])},_onMove:function(t){if(!this._ignoreEvent(t)){this.isActive()||(this._active=!0,this._fireEvent(\"dragstart\",t),this._fireEvent(\"movestart\",t));var e=i.mousePos(this._el,t),r=this._map;r.stop(),this._drainInertiaBuffer(),this._inertia.push([Date.now(),e]),r.transform.setLocationAtPoint(r.transform.pointLocation(this._pos),e),this._fireEvent(\"drag\",t),this._fireEvent(\"move\",t),this._pos=e,t.preventDefault()}},_onUp:function(t){if(this.isActive()){this._active=!1,this._fireEvent(\"dragend\",t),this._drainInertiaBuffer();var e=function(){this._fireEvent(\"moveend\",t)}.bind(this),r=this._inertia;if(r.length<2)return void e();var n=r[r.length-1],i=r[0],a=n[1].sub(i[1]),s=(n[0]-i[0])/1e3;if(0===s||n[1].equals(i[1]))return void e();var l=a.mult(.3/s),u=l.mag();u>1400&&(u=1400,l._unit()._mult(u));var c=u/750,h=l.mult(-c/2);this._map.panBy(h,{duration:1e3*c,easing:o,noMoveStart:!0},{originalEvent:t})}},_onMouseUp:function(t){this._ignoreEvent(t)||(this._onUp(t),document.removeEventListener(\"mousemove\",this._onMove),document.removeEventListener(\"mouseup\",this._onMouseUp))},_onTouchEnd:function(t){this._ignoreEvent(t)||(this._onUp(t),document.removeEventListener(\"touchmove\",this._onMove),document.removeEventListener(\"touchend\",this._onTouchEnd))},_fireEvent:function(t,e){return this._map.fire(t,{originalEvent:e})},_ignoreEvent:function(t){var e=this._map;if(e.boxZoom&&e.boxZoom.isActive())return!0;if(e.dragRotate&&e.dragRotate.isActive())return!0;if(t.touches)return t.touches.length>1;if(t.ctrlKey)return!0;return\"mousemove\"===t.type?!1&t.buttons:0!==t.button},_drainInertiaBuffer:function(){for(var t=this._inertia,e=Date.now();t.length>0&&e-t[0][0]>160;)t.shift()}}},{\"../../util/dom\":428,\"../../util/util\":442}],416:[function(t,e,r){\"use strict\";function n(t,e){this._map=t,this._el=t.getCanvasContainer(),this._bearingSnap=e.bearingSnap,o.bindHandlers(this)}var i=t(\"../../util/dom\"),a=t(\"point-geometry\"),o=t(\"../../util/util\");e.exports=n;var s=o.bezier(0,0,.25,1);n.prototype={_enabled:!1,_active:!1,isEnabled:function(){return this._enabled},isActive:function(){return this._active},enable:function(){this.isEnabled()||(this._el.addEventListener(\"mousedown\",this._onDown),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"mousedown\",this._onDown),this._enabled=!1)},_onDown:function(t){if(!this._ignoreEvent(t)&&!this.isActive()){document.addEventListener(\"mousemove\",this._onMove),document.addEventListener(\"mouseup\",this._onUp),this._active=!1,this._inertia=[[Date.now(),this._map.getBearing()]],this._startPos=this._pos=i.mousePos(this._el,t),this._center=this._map.transform.centerPoint;var e=this._startPos.sub(this._center);e.mag()<200&&(this._center=this._startPos.add(new a(-200,0)._rotate(e.angle()))),t.preventDefault()}},_onMove:function(t){if(!this._ignoreEvent(t)){this.isActive()||(this._active=!0,this._fireEvent(\"rotatestart\",t),this._fireEvent(\"movestart\",t));var e=this._map;e.stop();var r=this._pos,n=i.mousePos(this._el,t),a=this._center,o=r.sub(a).angleWith(n.sub(a))/Math.PI*180,s=e.getBearing()-o,l=this._inertia,u=l[l.length-1];this._drainInertiaBuffer(),l.push([Date.now(),e._normalizeBearing(s,u[1])]),e.transform.bearing=s,this._fireEvent(\"rotate\",t),this._fireEvent(\"move\",t),this._pos=n}},_onUp:function(t){if(!this._ignoreEvent(t)&&(document.removeEventListener(\"mousemove\",this._onMove),document.removeEventListener(\"mouseup\",this._onUp),this.isActive())){this._active=!1,this._fireEvent(\"rotateend\",t),this._drainInertiaBuffer();var e=this._map,r=e.getBearing(),n=this._inertia,i=function(){Math.abs(r)<this._bearingSnap?e.resetNorth({noMoveStart:!0},{originalEvent:t}):this._fireEvent(\"moveend\",t)}.bind(this);if(n.length<2)return void i();var a=n[0],o=n[n.length-1],l=n[n.length-2],u=e._normalizeBearing(r,l[1]),c=o[1]-a[1],h=c<0?-1:1,f=(o[0]-a[0])/1e3;if(0===c||0===f)return void i();var d=Math.abs(c*(.25/f));d>180&&(d=180);var p=d/180;u+=h*d*(p/2),Math.abs(e._normalizeBearing(u,0))<this._bearingSnap&&(u=e._normalizeBearing(0,u)),e.rotateTo(u,{duration:1e3*p,easing:s,noMoveStart:!0},{originalEvent:t})}},_fireEvent:function(t,e){return this._map.fire(t,{originalEvent:e})},_ignoreEvent:function(t){var e=this._map;if(e.boxZoom&&e.boxZoom.isActive())return!0;if(e.dragPan&&e.dragPan.isActive())return!0;if(t.touches)return t.touches.length>1;var r=t.ctrlKey?1:2,n=t.ctrlKey?0:2;return\"mousemove\"===t.type?t.buttons&0===r:t.button!==n},_drainInertiaBuffer:function(){for(var t=this._inertia,e=Date.now();t.length>0&&e-t[0][0]>160;)t.shift()}}},{\"../../util/dom\":428,\"../../util/util\":442,\"point-geometry\":484}],417:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),this._onKeyDown=this._onKeyDown.bind(this)}e.exports=n;n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._el.addEventListener(\"keydown\",this._onKeyDown,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"keydown\",this._onKeyDown),this._enabled=!1)},_onKeyDown:function(t){if(!(t.altKey||t.ctrlKey||t.metaKey)){var e=this._map,r={originalEvent:t};if(!e.isEasing())switch(t.keyCode){case 61:case 107:case 171:case 187:e.zoomTo(Math.round(e.getZoom())+(t.shiftKey?2:1),r);break;case 189:case 109:case 173:e.zoomTo(Math.round(e.getZoom())-(t.shiftKey?2:1),r);break;case 37:t.shiftKey?e.easeTo({bearing:e.getBearing()-2},r):(t.preventDefault(),e.panBy([-80,0],r));break;case 39:t.shiftKey?e.easeTo({bearing:e.getBearing()+2},r):(t.preventDefault(),e.panBy([80,0],r));break;case 38:t.shiftKey?e.easeTo({pitch:e.getPitch()+5},r):(t.preventDefault(),e.panBy([0,-80],r));break;case 40:t.shiftKey?e.easeTo({pitch:Math.max(e.getPitch()-5,0)},r):(t.preventDefault(),e.panBy([0,80],r))}}}}},{}],418:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),o.bindHandlers(this)}var i=t(\"../../util/dom\"),a=t(\"../../util/browser\"),o=t(\"../../util/util\");e.exports=n;var s=\"undefined\"!=typeof navigator?navigator.userAgent.toLowerCase():\"\",l=-1!==s.indexOf(\"firefox\"),u=-1!==s.indexOf(\"safari\")&&-1===s.indexOf(\"chrom\");n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._el.addEventListener(\"wheel\",this._onWheel,!1),this._el.addEventListener(\"mousewheel\",this._onWheel,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"wheel\",this._onWheel),this._el.removeEventListener(\"mousewheel\",this._onWheel),this._enabled=!1)},_onWheel:function(t){var e;\"wheel\"===t.type?(e=t.deltaY,l&&t.deltaMode===window.WheelEvent.DOM_DELTA_PIXEL&&(e/=a.devicePixelRatio),t.deltaMode===window.WheelEvent.DOM_DELTA_LINE&&(e*=40)):\"mousewheel\"===t.type&&(e=-t.wheelDeltaY,u&&(e/=3));var r=a.now(),n=r-(this._time||0);this._pos=i.mousePos(this._el,t),this._time=r,0!==e&&e%4.000244140625==0?(this._type=\"wheel\",e=Math.floor(e/4)):0!==e&&Math.abs(e)<4?this._type=\"trackpad\":n>400?(this._type=null,this._lastValue=e,this._timeout=setTimeout(this._onTimeout,40)):this._type||(this._type=Math.abs(n*e)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,e+=this._lastValue)),t.shiftKey&&e&&(e/=4),this._type&&this._zoom(-e,t),t.preventDefault()},_onTimeout:function(){this._type=\"wheel\",this._zoom(-this._lastValue)},_zoom:function(t,e){if(0!==t){var r=this._map,n=2/(1+Math.exp(-Math.abs(t/100)));t<0&&0!==n&&(n=1/n);var i=r.ease?r.ease.to:r.transform.scale,a=r.transform.scaleZoom(i*n);r.zoomTo(a,{duration:0,around:r.unproject(this._pos),delayEndEvents:200},{originalEvent:e})}}}},{\"../../util/browser\":426,\"../../util/dom\":428,\"../../util/util\":442}],419:[function(t,e,r){\"use strict\";function n(t){this._map=t,this._el=t.getCanvasContainer(),a.bindHandlers(this)}var i=t(\"../../util/dom\"),a=t(\"../../util/util\");e.exports=n;var o=a.bezier(0,0,.15,1);n.prototype={_enabled:!1,isEnabled:function(){return this._enabled},enable:function(){this.isEnabled()||(this._el.addEventListener(\"touchstart\",this._onStart,!1),this._enabled=!0)},disable:function(){this.isEnabled()&&(this._el.removeEventListener(\"touchstart\",this._onStart),this._enabled=!1)},disableRotation:function(){this._rotationDisabled=!0},enableRotation:function(){this._rotationDisabled=!1},_onStart:function(t){if(2===t.touches.length){var e=i.mousePos(this._el,t.touches[0]),r=i.mousePos(this._el,t.touches[1]);this._startVec=e.sub(r),this._startScale=this._map.transform.scale,this._startBearing=this._map.transform.bearing,this._gestureIntent=void 0,this._inertia=[],\n",
       "document.addEventListener(\"touchmove\",this._onMove,!1),document.addEventListener(\"touchend\",this._onEnd,!1)}},_onMove:function(t){if(2===t.touches.length){var e=i.mousePos(this._el,t.touches[0]),r=i.mousePos(this._el,t.touches[1]),n=e.add(r).div(2),a=e.sub(r),o=a.mag()/this._startVec.mag(),s=this._rotationDisabled?0:180*a.angleWith(this._startVec)/Math.PI,l=this._map;if(this._gestureIntent){var u={duration:0,around:l.unproject(n)};\"rotate\"===this._gestureIntent&&(u.bearing=this._startBearing+s),\"zoom\"!==this._gestureIntent&&\"rotate\"!==this._gestureIntent||(u.zoom=l.transform.scaleZoom(this._startScale*o)),l.stop(),this._drainInertiaBuffer(),this._inertia.push([Date.now(),o,n]),l.easeTo(u,{originalEvent:t})}else{var c=Math.abs(1-o)>.15;Math.abs(s)>4?this._gestureIntent=\"rotate\":c&&(this._gestureIntent=\"zoom\"),this._gestureIntent&&(this._startVec=a,this._startScale=l.transform.scale,this._startBearing=l.transform.bearing)}t.preventDefault()}},_onEnd:function(t){document.removeEventListener(\"touchmove\",this._onMove),document.removeEventListener(\"touchend\",this._onEnd),this._drainInertiaBuffer();var e=this._inertia,r=this._map;if(e.length<2)return void r.snapToNorth({},{originalEvent:t});var n=e[e.length-1],i=e[0],a=r.transform.scaleZoom(this._startScale*n[1]),s=r.transform.scaleZoom(this._startScale*i[1]),l=a-s,u=(n[0]-i[0])/1e3,c=n[2];if(0===u||a===s)return void r.snapToNorth({},{originalEvent:t});var h=.15*l/u;Math.abs(h)>2.5&&(h=h>0?2.5:-2.5);var f=1e3*Math.abs(h/(12*.15)),d=a+h*f/2e3;d<0&&(d=0),r.easeTo({zoom:d,duration:f,easing:o,around:r.unproject(c)},{originalEvent:t})},_drainInertiaBuffer:function(){for(var t=this._inertia,e=Date.now();t.length>2&&e-t[0][0]>160;)t.shift()}}},{\"../../util/dom\":428,\"../../util/util\":442}],420:[function(t,e,r){\"use strict\";function n(){i.bindAll([\"_onHashChange\",\"_updateHash\"],this)}e.exports=n;var i=t(\"../util/util\");n.prototype={addTo:function(t){return this._map=t,window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},remove:function(){return window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),delete this._map,this},_onHashChange:function(){var t=location.hash.replace(\"#\",\"\").split(\"/\");return t.length>=3&&(this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:+(t[3]||0)}),!0)},_updateHash:function(){var t=this._map.getCenter(),e=this._map.getZoom(),r=this._map.getBearing(),n=Math.max(0,Math.ceil(Math.log(e)/Math.LN2)),i=\"#\"+Math.round(100*e)/100+\"/\"+t.lat.toFixed(n)+\"/\"+t.lng.toFixed(n)+(r?\"/\"+Math.round(10*r)/10:\"\");window.history.replaceState(\"\",\"\",i)}}},{\"../util/util\":442}],421:[function(t,e,r){\"use strict\";function n(t){t.parentNode&&t.parentNode.removeChild(t)}var i=t(\"../util/canvas\"),a=t(\"../util/util\"),o=t(\"../util/browser\"),s=t(\"../util/browser\").window,l=t(\"../util/evented\"),u=t(\"../util/dom\"),c=t(\"../style/style\"),h=t(\"../style/animation_loop\"),f=t(\"../render/painter\"),d=t(\"../geo/transform\"),p=t(\"./hash\"),m=t(\"./bind_handlers\"),g=t(\"./camera\"),v=t(\"../geo/lng_lat\"),y=t(\"../geo/lng_lat_bounds\"),b=t(\"point-geometry\"),x=t(\"./control/attribution\"),_={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:0,maxZoom:20,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,bearingSnap:7,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,workerCount:Math.max(o.hardwareConcurrency-1,1)},w=e.exports=function(t){if(t=a.extend({},_,t),t.workerCount<1)throw new Error(\"workerCount must an integer greater than or equal to 1.\");this._interactive=t.interactive,this._failIfMajorPerformanceCaveat=t.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=t.preserveDrawingBuffer,this._trackResize=t.trackResize,this._workerCount=t.workerCount,this._bearingSnap=t.bearingSnap,\"string\"==typeof t.container?this._container=document.getElementById(t.container):this._container=t.container,this.animationLoop=new h,this.transform=new d(t.minZoom,t.maxZoom),t.maxBounds&&this.setMaxBounds(t.maxBounds),a.bindAll([\"_forwardStyleEvent\",\"_forwardSourceEvent\",\"_forwardLayerEvent\",\"_forwardTileEvent\",\"_onStyleLoad\",\"_onStyleChange\",\"_onSourceAdd\",\"_onSourceRemove\",\"_onSourceUpdate\",\"_onWindowOnline\",\"_onWindowResize\",\"_update\",\"_render\"],this),this._setupContainer(),this._setupPainter(),this.on(\"move\",this._update.bind(this,!1)),this.on(\"zoom\",this._update.bind(this,!0)),this.on(\"moveend\",function(){this.animationLoop.set(300),this._rerender()}.bind(this)),void 0!==s&&(s.addEventListener(\"online\",this._onWindowOnline,!1),s.addEventListener(\"resize\",this._onWindowResize,!1)),m(this,t),this._hash=t.hash&&(new p).addTo(this),this._hash&&this._hash._onHashChange()||this.jumpTo({center:t.center,zoom:t.zoom,bearing:t.bearing,pitch:t.pitch}),this.stacks={},this._classes=[],this.resize(),t.classes&&this.setClasses(t.classes),t.style&&this.setStyle(t.style),t.attributionControl&&this.addControl(new x(t.attributionControl));var e=this.fire.bind(this,\"error\");this.on(\"style.error\",e),this.on(\"source.error\",e),this.on(\"tile.error\",e),this.on(\"layer.error\",e)};a.extend(w.prototype,l),a.extend(w.prototype,g.prototype),a.extend(w.prototype,{addControl:function(t){return t.addTo(this),this},addClass:function(t,e){return this._classes.indexOf(t)>=0||\"\"===t?this:(this._classes.push(t),this._classOptions=e,this.style&&this.style.updateClasses(),this._update(!0))},removeClass:function(t,e){var r=this._classes.indexOf(t);return r<0||\"\"===t?this:(this._classes.splice(r,1),this._classOptions=e,this.style&&this.style.updateClasses(),this._update(!0))},setClasses:function(t,e){for(var r={},n=0;n<t.length;n++)\"\"!==t[n]&&(r[t[n]]=!0);return this._classes=Object.keys(r),this._classOptions=e,this.style&&this.style.updateClasses(),this._update(!0)},hasClass:function(t){return this._classes.indexOf(t)>=0},getClasses:function(){return this._classes},resize:function(){var t=0,e=0;return this._container&&(t=this._container.offsetWidth||400,e=this._container.offsetHeight||300),this._canvas.resize(t,e),this.transform.resize(t,e),this.painter.resize(t,e),this.fire(\"movestart\").fire(\"move\").fire(\"resize\").fire(\"moveend\")},getBounds:function(){var t=new y(this.transform.pointLocation(new b(0,0)),this.transform.pointLocation(this.transform.size));return(this.transform.angle||this.transform.pitch)&&(t.extend(this.transform.pointLocation(new b(this.transform.size.x,0))),t.extend(this.transform.pointLocation(new b(0,this.transform.size.y)))),t},setMaxBounds:function(t){if(t){var e=y.convert(t);this.transform.lngRange=[e.getWest(),e.getEast()],this.transform.latRange=[e.getSouth(),e.getNorth()],this.transform._constrain(),this._update()}else null!==t&&void 0!==t||(this.transform.lngRange=[],this.transform.latRange=[],this._update());return this},setMinZoom:function(t){if((t=null===t||void 0===t?0:t)>=0&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between 0 and the current maxZoom, inclusive\")},setMaxZoom:function(t){if((t=null===t||void 0===t?20:t)>=this.transform.minZoom&&t<=20)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be between the current minZoom and 20, inclusive\")},project:function(t){return this.transform.locationPoint(v.convert(t))},unproject:function(t){return this.transform.pointLocation(b.convert(t))},queryRenderedFeatures:function(){var t,e={};return 2===arguments.length?(t=arguments[0],e=arguments[1]):1===arguments.length&&function(t){return t instanceof b||Array.isArray(t)}(arguments[0])?t=arguments[0]:1===arguments.length&&(e=arguments[0]),this.style.queryRenderedFeatures(this._makeQueryGeometry(t),e,this.transform.zoom,this.transform.angle)},_makeQueryGeometry:function(t){void 0===t&&(t=[b.convert([0,0]),b.convert([this.transform.width,this.transform.height])]);var e;if(t instanceof b||\"number\"==typeof t[0])e=[b.convert(t)];else{var r=[b.convert(t[0]),b.convert(t[1])];e=[r[0],new b(r[1].x,r[0].y),r[1],new b(r[0].x,r[1].y),r[0]]}return e=e.map(function(t){return this.transform.pointCoordinate(t)}.bind(this))},querySourceFeatures:function(t,e){return this.style.querySourceFeatures(t,e)},setStyle:function(t){return this.style&&(this.style.off(\"load\",this._onStyleLoad).off(\"error\",this._forwardStyleEvent).off(\"change\",this._onStyleChange).off(\"source.add\",this._onSourceAdd).off(\"source.remove\",this._onSourceRemove).off(\"source.load\",this._onSourceUpdate).off(\"source.error\",this._forwardSourceEvent).off(\"source.change\",this._onSourceUpdate).off(\"layer.add\",this._forwardLayerEvent).off(\"layer.remove\",this._forwardLayerEvent).off(\"layer.error\",this._forwardLayerEvent).off(\"tile.add\",this._forwardTileEvent).off(\"tile.remove\",this._forwardTileEvent).off(\"tile.load\",this._update).off(\"tile.error\",this._forwardTileEvent).off(\"tile.stats\",this._forwardTileEvent)._remove(),this.off(\"rotate\",this.style._redoPlacement),this.off(\"pitch\",this.style._redoPlacement)),t?(this.style=t instanceof c?t:new c(t,this.animationLoop,this._workerCount),this.style.on(\"load\",this._onStyleLoad).on(\"error\",this._forwardStyleEvent).on(\"change\",this._onStyleChange).on(\"source.add\",this._onSourceAdd).on(\"source.remove\",this._onSourceRemove).on(\"source.load\",this._onSourceUpdate).on(\"source.error\",this._forwardSourceEvent).on(\"source.change\",this._onSourceUpdate).on(\"layer.add\",this._forwardLayerEvent).on(\"layer.remove\",this._forwardLayerEvent).on(\"layer.error\",this._forwardLayerEvent).on(\"tile.add\",this._forwardTileEvent).on(\"tile.remove\",this._forwardTileEvent).on(\"tile.load\",this._update).on(\"tile.error\",this._forwardTileEvent).on(\"tile.stats\",this._forwardTileEvent),this.on(\"rotate\",this.style._redoPlacement),this.on(\"pitch\",this.style._redoPlacement),this):(this.style=null,this)},getStyle:function(){if(this.style)return this.style.serialize()},addSource:function(t,e){return this.style.addSource(t,e),this._update(!0),this},addSourceType:function(t,e,r){return this.style.addSourceType(t,e,r)},removeSource:function(t){return this.style.removeSource(t),this._update(!0),this},getSource:function(t){return this.style.getSource(t)},addLayer:function(t,e){return this.style.addLayer(t,e),this._update(!0),this},removeLayer:function(t){return this.style.removeLayer(t),this._update(!0),this},getLayer:function(t){return this.style.getLayer(t)},setFilter:function(t,e){return this.style.setFilter(t,e),this._update(!0),this},setLayerZoomRange:function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0),this},getFilter:function(t){return this.style.getFilter(t)},setPaintProperty:function(t,e,r,n){return this.style.setPaintProperty(t,e,r,n),this._update(!0),this},getPaintProperty:function(t,e,r){return this.style.getPaintProperty(t,e,r)},setLayoutProperty:function(t,e,r){return this.style.setLayoutProperty(t,e,r),this._update(!0),this},getLayoutProperty:function(t,e){return this.style.getLayoutProperty(t,e)},getContainer:function(){return this._container},getCanvasContainer:function(){return this._canvasContainer},getCanvas:function(){return this._canvas.getElement()},_setupContainer:function(){var t=this._container;t.classList.add(\"mapboxgl-map\");var e=this._canvasContainer=u.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=new i(this,e);var r=this._controlContainer=u.create(\"div\",\"mapboxgl-control-container\",t),n=this._controlCorners={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach(function(t){n[t]=u.create(\"div\",\"mapboxgl-ctrl-\"+t,r)})},_setupPainter:function(){var t=this._canvas.getWebGLContext({failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer});if(!t)return void this.fire(\"error\",{error:new Error(\"Failed to initialize WebGL\")});this.painter=new f(t,this.transform)},_contextLost:function(t){t.preventDefault(),this._frameId&&o.cancelFrame(this._frameId),this.fire(\"webglcontextlost\",{originalEvent:t})},_contextRestored:function(t){this._setupPainter(),this.resize(),this._update(),this.fire(\"webglcontextrestored\",{originalEvent:t})},loaded:function(){return!this._styleDirty&&!this._sourcesDirty&&!(!this.style||!this.style.loaded())},_update:function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this._rerender(),this):this},_render:function(){try{this.style&&this._styleDirty&&(this._styleDirty=!1,this.style.update(this._classes,this._classOptions),this._classOptions=null,this.style._recalculate(this.transform.zoom)),this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this.painter.render(this.style,{debug:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,vertices:this.vertices,rotating:this.rotating,zooming:this.zooming}),this.fire(\"render\"),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(\"load\")),this._frameId=null,this.animationLoop.stopped()||(this._styleDirty=!0),(this._sourcesDirty||this._repaint||this._styleDirty)&&this._rerender()}catch(t){this.fire(\"error\",{error:t})}return this},remove:function(){this._hash&&this._hash.remove(),o.cancelFrame(this._frameId),this.setStyle(null),void 0!==s&&s.removeEventListener(\"resize\",this._onWindowResize,!1);var t=this.painter.gl.getExtension(\"WEBGL_lose_context\");t&&t.loseContext(),n(this._canvasContainer),n(this._controlContainer),this._container.classList.remove(\"mapboxgl-map\")},_rerender:function(){this.style&&!this._frameId&&(this._frameId=o.frame(this._render))},_forwardStyleEvent:function(t){this.fire(\"style.\"+t.type,a.extend({style:t.target},t))},_forwardSourceEvent:function(t){this.fire(t.type,a.extend({style:t.target},t))},_forwardLayerEvent:function(t){this.fire(t.type,a.extend({style:t.target},t))},_forwardTileEvent:function(t){this.fire(t.type,a.extend({style:t.target},t))},_onStyleLoad:function(t){this.transform.unmodified&&this.jumpTo(this.style.stylesheet),this.style.update(this._classes,{transition:!1}),this._forwardStyleEvent(t)},_onStyleChange:function(t){this._update(!0),this._forwardStyleEvent(t)},_onSourceAdd:function(t){var e=t.source;e.onAdd&&e.onAdd(this),this._forwardSourceEvent(t)},_onSourceRemove:function(t){var e=t.source;e.onRemove&&e.onRemove(this),this._forwardSourceEvent(t)},_onSourceUpdate:function(t){this._update(),this._forwardSourceEvent(t)},_onWindowOnline:function(){this._update()},_onWindowResize:function(){this._trackResize&&this.stop().resize()._update()}}),a.extendAll(w.prototype,{_showTileBoundaries:!1,get showTileBoundaries(){return this._showTileBoundaries},set showTileBoundaries(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},_showCollisionBoxes:!1,get showCollisionBoxes(){return this._showCollisionBoxes},set showCollisionBoxes(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,this.style._redoPlacement())},_showOverdrawInspector:!1,get showOverdrawInspector(){return this._showOverdrawInspector},set showOverdrawInspector(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},_repaint:!1,get repaint(){return this._repaint},set repaint(t){this._repaint=t,this._update()},_vertices:!1,get vertices(){return this._vertices},set vertices(t){this._vertices=t,this._update()}})},{\"../geo/lng_lat\":339,\"../geo/lng_lat_bounds\":340,\"../geo/transform\":341,\"../render/painter\":355,\"../style/animation_loop\":375,\"../style/style\":378,\"../util/browser\":426,\"../util/canvas\":427,\"../util/dom\":428,\"../util/evented\":434,\"../util/util\":442,\"./bind_handlers\":407,\"./camera\":408,\"./control/attribution\":409,\"./hash\":420,\"point-geometry\":484}],422:[function(t,e,r){\"use strict\";function n(t,e){t||(t=i.create(\"div\")),t.classList.add(\"mapboxgl-marker\"),this._el=t,this._offset=o.convert(e&&e.offset||[0,0]),this._update=this._update.bind(this)}e.exports=n;var i=t(\"../util/dom\"),a=t(\"../geo/lng_lat\"),o=t(\"point-geometry\");n.prototype={addTo:function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._el),t.on(\"move\",this._update),this._update(),this},remove:function(){this._map&&(this._map.off(\"move\",this._update),this._map=null);var t=this._el.parentNode;return t&&t.removeChild(this._el),this},getLngLat:function(){return this._lngLat},setLngLat:function(t){return this._lngLat=a.convert(t),this._update(),this},getElement:function(){return this._el},_update:function(){if(this._map){var t=this._map.project(this._lngLat)._add(this._offset);i.setTransform(this._el,\"translate(\"+t.x+\"px,\"+t.y+\"px)\")}}}},{\"../geo/lng_lat\":339,\"../util/dom\":428,\"point-geometry\":484}],423:[function(t,e,r){\"use strict\";function n(t){i.setOptions(this,t),i.bindAll([\"_update\",\"_onClickClose\"],this)}e.exports=n;var i=t(\"../util/util\"),a=t(\"../util/evented\"),o=t(\"../util/dom\"),s=t(\"../geo/lng_lat\");n.prototype=i.inherit(a,{options:{closeButton:!0,closeOnClick:!0},addTo:function(t){return this._map=t,this._map.on(\"move\",this._update),this.options.closeOnClick&&this._map.on(\"click\",this._onClickClose),this._update(),this},remove:function(){return this._content&&this._content.parentNode&&this._content.parentNode.removeChild(this._content),this._container&&(this._container.parentNode.removeChild(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"click\",this._onClickClose),delete this._map),this.fire(\"close\"),this},getLngLat:function(){return this._lngLat},setLngLat:function(t){return this._lngLat=s.convert(t),this._update(),this},setText:function(t){return this.setDOMContent(document.createTextNode(t))},setHTML:function(t){var e,r=document.createDocumentFragment(),n=document.createElement(\"body\");for(n.innerHTML=t;;){if(!(e=n.firstChild))break;r.appendChild(e)}return this.setDOMContent(r)},setDOMContent:function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},_createContent:function(){this._content&&this._content.parentNode&&this._content.parentNode.removeChild(this._content),this._content=o.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=o.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClickClose))},_update:function(){if(this._map&&this._lngLat&&this._content){this._container||(this._container=o.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=o.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content));var t=this._map.project(this._lngLat).round(),e=this.options.anchor;if(!e){var 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s=0,l=0;l<3;++l)s+=Math.pow(r[l]-e[l],2);this.radius.set(t,.5*Math.log(Math.max(s,1e-6))),this.center.set(t,r[0],r[1],r[2])},d.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},d.setMatrix=function(t,e){var r=this.computedRotation;f(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),a(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;h(n,e);var i=n[15];if(Math.abs(i)>1e-6){var o=n[12]/i,s=n[13]/i,l=n[14]/i;this.recalcMatrix(t);var u=Math.exp(this.computedRadius[0]);this.center.set(t,o-n[2]*u,s-n[6]*u,l-n[10]*u),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},d.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},d.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},d.getDistanceLimits=function(t){var e=this.radius.bounds;return 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a=i.viewportWidth,o=i.viewportHeight;t.width=t.width||a-t.xOffset,t.height=t.height||o-t.yOffset,t.needsCopy=!0,de(t.xOffset>=0&&t.xOffset<a&&t.yOffset>=0&&t.yOffset<o&&t.width>0&&t.width<=a&&t.height>0&&t.height<=o,\"copy texture read out of bounds\")}else if(n){if(Qt(n))t.channels=t.channels||4,t.data=n,\"type\"in e||t.type!==Or||(t.type=At(n));else if(vt(n))t.channels=t.channels||4,Tt(t,n),t.alignment=1,t.needsFree=!0;else if(Z(n)){var s=n.data;Array.isArray(s)||t.type!==Or||(t.type=At(s));var l,c,h,f,d,p,m=n.shape,g=n.stride;3===m.length?(h=m[2],p=g[2]):(de(2===m.length,\"invalid ndarray pixel data, must be 2 or 3D\"),h=1,p=1),l=m[0],c=m[1],f=g[0],d=g[1],t.alignment=1,t.width=l,t.height=c,t.channels=h,t.format=t.internalformat=hn[h],t.needsFree=!0,Lt(t,s,f,d,p,n.offset)}else if(xt(n)||_t(n))xt(n)?t.element=n:t.element=n.canvas,t.width=t.element.width,t.height=t.element.height,t.channels=4;else if(wt(n))t.element=n,t.width=n.naturalWidth,t.height=n.naturalHeight,t.channels=4;else if(Mt(n))t.element=n,t.width=n.videoWidth,t.height=n.videoHeight,t.channels=4;else if(yt(n)){var v=t.width||n[0].length,y=t.height||n.length,b=t.channels;b=mt(n[0][0])?b||n[0][0].length:b||1;for(var x=Ce.shape(n),_=1,w=0;w<x.length;++w)_*=x[w];var M=St(t,_);Ce.flatten(n,x,\"\",M),Et(t,M),t.alignment=1,t.width=v,t.height=y,t.channels=b,t.format=t.internalformat=hn[b],t.needsFree=!0}}else t.width=t.width||1,t.height=t.height||1,t.channels=t.channels||4;t.type===jr?de(r.extensions.indexOf(\"oes_texture_float\")>=0,\"oes_texture_float extension not enabled\"):t.type===wr&&de(r.extensions.indexOf(\"oes_texture_half_float\")>=0,\"oes_texture_half_float extension not enabled\")}function d(e,r,i){var a=e.element,o=e.data,s=e.internalformat,l=e.format,u=e.type,h=e.width,f=e.height;c(e),a?t.texImage2D(r,i,l,l,u,a):e.compressed?t.compressedTexImage2D(r,i,s,h,f,0,o):e.needsCopy?(n(),t.copyTexImage2D(r,i,l,e.xOffset,e.yOffset,h,f,0)):t.texImage2D(r,i,l,h,f,0,l,u,o)}function p(e,r,i,a,o){var s=e.element,l=e.data,u=e.internalformat,h=e.format,f=e.type,d=e.width,p=e.height;c(e),s?t.texSubImage2D(r,o,i,a,h,f,s):e.compressed?t.compressedTexSubImage2D(r,o,i,a,u,d,p,l):e.needsCopy?(n(),t.copyTexSubImage2D(r,o,i,a,e.xOffset,e.yOffset,d,p)):t.texSubImage2D(r,o,i,a,d,p,h,f,l)}function m(){return K.pop()||new h}function g(t){t.needsFree&&Le.freeType(t.data),h.call(t),K.push(t)}function v(){s.call(this),this.genMipmaps=!1,this.mipmapHint=$r,this.mipmask=0,this.images=Array(16)}function y(t,e,r){var n=t.images[0]=m();t.mipmask=1,n.width=t.width=e,n.height=t.height=r,n.channels=t.channels=4}function b(t,e){var r=null;if(kt(e))r=t.images[0]=m(),l(r,t),f(r,e),t.mipmask=1;else if(u(t,e),Array.isArray(e.mipmap))for(var n=e.mipmap,i=0;i<n.length;++i)r=t.images[i]=m(),l(r,t),r.width>>=i,r.height>>=i,f(r,n[i]),t.mipmask|=1<<i;else 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r=0;r<32;++r)if(0!=(e.mipmask&1<<r))if(e.target===nr)t.texImage2D(nr,r,e.internalformat,e.width>>r,e.height>>r,0,e.internalformat,e.type,null);else for(var n=0;n<6;++n)t.texImage2D(ar+n,r,e.internalformat,e.width>>r,e.height>>r,0,e.internalformat,e.type,null);A(e.texInfo,e.target)})}var P={\"don't care\":$r,\"dont care\":$r,nice:en,fast:tn},O={repeat:Ur,clamp:Vr,mirror:Hr},R={nearest:Yr,linear:Wr},F=$t({mipmap:Kr,\"nearest mipmap nearest\":Xr,\"linear mipmap nearest\":Zr,\"nearest mipmap linear\":Jr,\"linear mipmap linear\":Kr},R),j={none:0,browser:ln},N={uint8:Or,rgba4:pr,rgb565:gr,\"rgb5 a1\":mr},B={alpha:sr,luminance:ur,\"luminance alpha\":cr,rgb:lr,rgba:or,rgba4:hr,\"rgb5 a1\":fr,rgb565:dr},U={};e.ext_srgb&&(B.srgb=xr,B.srgba=_r),e.oes_texture_float&&(N.float32=N.float=jr),e.oes_texture_half_float&&(N.float16=N[\"half float\"]=wr),e.webgl_depth_texture&&($t(B,{depth:yr,\"depth stencil\":br}),$t(N,{uint16:Rr,uint32:Fr,\"depth 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i=this.computedMatrix;m[0]=i[2],m[1]=i[6],m[2]=i[10];for(var a=this.computedUp,o=this.computedRight,s=this.computedToward,l=0;l<3;++l)i[4*l]=a[l],i[4*l+1]=o[l],i[4*l+2]=s[l];c(i,i,n,m);for(var l=0;l<3;++l)a[l]=i[4*l],o[l]=i[4*l+1];this.up.set(t,a[0],a[1],a[2]),this.right.set(t,o[0],o[1],o[2])}},p.pan=function(t,e,r,i){e=e||0,r=r||0,i=i||0,this.recalcMatrix(t);var a=this.computedMatrix,o=(Math.exp(this.computedRadius[0]),a[1]),s=a[5],l=a[9],u=n(o,s,l);o/=u,s/=u,l/=u;var c=a[0],h=a[4],f=a[8],d=c*o+h*s+f*l;c-=o*d,h-=s*d,f-=l*d;var p=n(c,h,f);c/=p,h/=p,f/=p;var m=c*e+o*r,g=h*e+s*r,v=f*e+l*r;this.center.move(t,m,g,v);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+i),this.radius.set(t,Math.log(y))},p.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},p.setMatrix=function(t,e,r,a){var o=1;\"number\"==typeof r&&(o=0|r),(o<0||o>3)&&(o=1);var s=(o+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var l=e[o],c=e[o+4],h=e[o+8];if(a){var 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this._validate(t,this.minMonth,this.minDay,i.local.invalidYear||i.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,i.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,i.local.invalidDate);return t=n.year(),t<0&&t++,n.day()+30*(n.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),i.calendars.ethiopian=n},{\"../main\":581,\"object-assign\":470}],571:[function(t,e,r){function n(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function i(t,e){return t-e*Math.floor(t/e)}var a=t(\"../main\"),o=t(\"object-assign\");n.prototype=new a.baseCalendar,o(n.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom 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t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,a.local.invalidMonth),12===e&&this.leapYear(t)?30:8===e&&5===i(this.daysInYear(t),10)?30:9===e&&3===i(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var n=this._validate(t,e,r,a.local.invalidDate);return{yearType:(this.leapYear(n)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(n)%10-3]}},toJD:function(t,e,r){var n=this._validate(t,e,r,a.local.invalidDate);t=n.year(),e=n.month(),r=n.day();var i=t<=0?t+1:t,o=this.jdEpoch+this._delay1(i)+this._delay2(i)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(var s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(var s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return i(3*(n+1),7)<3&&n++,n},_delay2:function(t){var 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this._validate(t,this.minMonth,this.minDay,o.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,o.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if(t=t.split(\".\"),t.length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,o.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,o.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,o.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,o.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,o.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,o.local.invalidDate),!0},extraInfo:function(t,e,r){var n=this._validate(t,e,r,o.local.invalidDate),i=n.toJD(),a=this._toHaab(i),s=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[s[0]-1],tzolkinDay:s[0],tzolkinTrecena:s[1]}},_toHaab:function(t){t-=this.jdEpoch;var e=i(t+8+340,365);return[Math.floor(e/20)+1,i(e,20)]},_toTzolkin:function(t){return t-=this.jdEpoch,[a(t+20,20),a(t+4,13)]},toJD:function(t,e,r){var n=this._validate(t,e,r,o.local.invalidDate);return n.day()+20*n.month()+360*n.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),o.calendars.mayan=n},{\"../main\":581,\"object-assign\":470}],575:[function(t,e,r){function n(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}var i=t(\"../main\"),a=t(\"object-assign\");n.prototype=new i.baseCalendar;var o=i.instance(\"gregorian\");a(n.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var 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i.baseCalendar,a(n.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,i.local.invalidYear).year(),void 0===this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,i.local.invalidMonth),void 0===this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var n=this._validate(t,e,r,i.local.invalidDate);t=n.year(),e=n.month(),r=n.day();var a=i.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var u=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,\n",
       "s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(u)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(u,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=i.instance(),r=e.fromJD(t),n=r.year(),a=r.dayOfYear(),o=n+56;this._createMissingCalendarData(o);for(var s=9,l=this.NEPALI_CALENDAR_DATA[o][0],u=this.NEPALI_CALENDAR_DATA[o][s]-l+1;a>u;)s++,s>12&&(s=1,o++),u+=this.NEPALI_CALENDAR_DATA[o][s];var c=this.NEPALI_CALENDAR_DATA[o][s]-(u-a);return this.newDate(o,s,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 0===this.NEPALI_CALENDAR_DATA[r]&&(this.NEPALI_CALENDAR_DATA[r]=e)},NEPALI_CALENDAR_DATA:{1970:[18,31,31,32,31,31,31,30,29,30,29,30,30],1971:[18,31,31,32,31,32,30,30,29,30,29,30,30],1972:[17,31,32,31,32,31,30,30,30,29,29,30,30],1973:[19,30,32,31,32,31,30,30,30,29,30,29,31],1974:[19,31,31,32,30,31,31,30,29,30,29,30,30],1975:[18,31,31,32,32,30,31,30,29,30,29,30,30],1976:[17,31,32,31,32,31,30,30,30,29,29,30,31],1977:[18,31,32,31,32,31,31,29,30,29,30,29,31],1978:[18,31,31,32,31,31,31,30,29,30,29,30,30],1979:[18,31,31,32,32,31,30,30,29,30,29,30,30],1980:[17,31,32,31,32,31,30,30,30,29,29,30,31],1981:[18,31,31,31,32,31,31,29,30,30,29,30,30],1982:[18,31,31,32,31,31,31,30,29,30,29,30,30],1983:[18,31,31,32,32,31,30,30,29,30,29,30,30],1984:[17,31,32,31,32,31,30,30,30,29,29,30,31],1985:[18,31,31,31,32,31,31,29,30,30,29,30,30],1986:[18,31,31,32,31,31,31,30,29,30,29,30,30],1987:[18,31,32,31,32,31,30,30,29,30,29,30,30],1988:[17,31,32,31,32,31,30,30,30,29,29,30,31],1989:[18,31,31,31,32,31,31,30,29,30,29,30,30],1990:[18,31,31,32,31,31,31,30,29,30,29,30,30],1991:[18,31,32,31,32,31,30,30,29,30,29,30,30],1992:[17,31,32,31,32,31,30,30,30,29,30,29,31],1993:[18,31,31,31,32,31,31,30,29,30,29,30,30],1994:[18,31,31,32,31,31,31,30,29,30,29,30,30],1995:[17,31,32,31,32,31,30,30,30,29,29,30,30],1996:[17,31,32,31,32,31,30,30,30,29,30,29,31],1997:[18,31,31,32,31,31,31,30,29,30,29,30,30],1998:[18,31,31,32,31,31,31,30,29,30,29,30,30],1999:[17,31,32,31,32,31,30,30,30,29,29,30,31],2e3:[17,30,32,31,32,31,30,30,30,29,30,29,31],2001:[18,31,31,32,31,31,31,30,29,30,29,30,30],2002:[18,31,31,32,32,31,30,30,29,30,29,30,30],2003:[17,31,32,31,32,31,30,30,30,29,29,30,31],2004:[17,30,32,31,32,31,30,30,30,29,30,29,31],2005:[18,31,31,32,31,31,31,30,29,30,29,30,30],2006:[18,31,31,32,32,31,30,30,29,30,29,30,30],2007:[17,31,32,31,32,31,30,30,30,29,29,30,31],2008:[17,31,31,31,32,31,31,29,30,30,29,29,31],2009:[18,31,31,32,31,31,31,30,29,30,29,30,30],2010:[18,31,31,32,32,31,30,30,29,30,29,30,30],2011:[17,31,32,31,32,31,30,30,30,29,29,30,31],2012:[17,31,31,31,32,31,31,29,30,30,29,30,30],2013:[18,31,31,32,31,31,31,30,29,30,29,30,30],2014:[18,31,31,32,32,31,30,30,29,30,29,30,30],2015:[17,31,32,31,32,31,30,30,30,29,29,30,31],2016:[17,31,31,31,32,31,31,29,30,30,29,30,30],2017:[18,31,31,32,31,31,31,30,29,30,29,30,30],2018:[18,31,32,31,32,31,30,30,29,30,29,30,30],2019:[17,31,32,31,32,31,30,30,30,29,30,29,31],2020:[17,31,31,31,32,31,31,30,29,30,29,30,30],2021:[18,31,31,32,31,31,31,30,29,30,29,30,30],2022:[17,31,32,31,32,31,30,30,30,29,29,30,30],2023:[17,31,32,31,32,31,30,30,30,29,30,29,31],2024:[17,31,31,31,32,31,31,30,29,30,29,30,30],2025:[18,31,31,32,31,31,31,30,29,30,29,30,30],2026:[17,31,32,31,32,31,30,30,30,29,29,30,31],2027:[17,30,32,31,32,31,30,30,30,29,30,29,31],2028:[17,31,31,32,31,31,31,30,29,30,29,30,30],2029:[18,31,31,32,31,32,30,30,29,30,29,30,30],2030:[17,31,32,31,32,31,30,30,30,30,30,30,31],2031:[17,31,32,31,32,31,31,31,31,31,31,31,31],2032:[17,32,32,32,32,32,32,32,32,32,32,32,32],2033:[18,31,31,32,32,31,30,30,29,30,29,30,30],2034:[17,31,32,31,32,31,30,30,30,29,29,30,31],2035:[17,30,32,31,32,31,31,29,30,30,29,29,31],2036:[17,31,31,32,31,31,31,30,29,30,29,30,30],2037:[18,31,31,32,32,31,30,30,29,30,29,30,30],2038:[17,31,32,31,32,31,30,30,30,29,29,30,31],2039:[17,31,31,31,32,31,31,29,30,30,29,30,30],2040:[17,31,31,32,31,31,31,30,29,30,29,30,30],2041:[18,31,31,32,32,31,30,30,29,30,29,30,30],2042:[17,31,32,31,32,31,30,30,30,29,29,30,31],2043:[17,31,31,31,32,31,31,29,30,30,29,30,30],2044:[17,31,31,32,31,31,31,30,29,30,29,30,30],2045:[18,31,32,31,32,31,30,30,29,30,29,30,30],2046:[17,31,32,31,32,31,30,30,30,29,29,30,31],2047:[17,31,31,31,32,31,31,30,29,30,29,30,30],2048:[17,31,31,32,31,31,31,30,29,30,29,30,30],2049:[17,31,32,31,32,31,30,30,30,29,29,30,30],2050:[17,31,32,31,32,31,30,30,30,29,30,29,31],2051:[17,31,31,31,32,31,31,30,29,30,29,30,30],2052:[17,31,31,32,31,31,31,30,29,30,29,30,30],2053:[17,31,32,31,32,31,30,30,30,29,29,30,30],2054:[17,31,32,31,32,31,30,30,30,29,30,29,31],2055:[17,31,31,32,31,31,31,30,29,30,30,29,30],2056:[17,31,31,32,31,32,30,30,29,30,29,30,30],2057:[17,31,32,31,32,31,30,30,30,29,29,30,31],2058:[17,30,32,31,32,31,30,30,30,29,30,29,31],2059:[17,31,31,32,31,31,31,30,29,30,29,30,30],2060:[17,31,31,32,32,31,30,30,29,30,29,30,30],2061:[17,31,32,31,32,31,30,30,30,29,29,30,31],2062:[17,30,32,31,32,31,31,29,30,29,30,29,31],2063:[17,31,31,32,31,31,31,30,29,30,29,30,30],2064:[17,31,31,32,32,31,30,30,29,30,29,30,30],2065:[17,31,32,31,32,31,30,30,30,29,29,30,31],2066:[17,31,31,31,32,31,31,29,30,30,29,29,31],2067:[17,31,31,32,31,31,31,30,29,30,29,30,30],2068:[17,31,31,32,32,31,30,30,29,30,29,30,30],2069:[17,31,32,31,32,31,30,30,30,29,29,30,31],2070:[17,31,31,31,32,31,31,29,30,30,29,30,30],2071:[17,31,31,32,31,31,31,30,29,30,29,30,30],2072:[17,31,32,31,32,31,30,30,29,30,29,30,30],2073:[17,31,32,31,32,31,30,30,30,29,29,30,31],2074:[17,31,31,31,32,31,31,30,29,30,29,30,30],2075:[17,31,31,32,31,31,31,30,29,30,29,30,30],2076:[16,31,32,31,32,31,30,30,30,29,29,30,30],2077:[17,31,32,31,32,31,30,30,30,29,30,29,31],2078:[17,31,31,31,32,31,31,30,29,30,29,30,30],2079:[17,31,31,32,31,31,31,30,29,30,29,30,30],2080:[16,31,32,31,32,31,30,30,30,29,29,30,30],2081:[17,31,31,32,32,31,30,30,30,29,30,30,30],2082:[17,31,32,31,32,31,30,30,30,29,30,30,30],2083:[17,31,31,32,31,31,30,30,30,29,30,30,30],2084:[17,31,31,32,31,31,30,30,30,29,30,30,30],2085:[17,31,32,31,32,31,31,30,30,29,30,30,30],2086:[17,31,32,31,32,31,30,30,30,29,30,30,30],2087:[16,31,31,32,31,31,31,30,30,29,30,30,30],2088:[16,30,31,32,32,30,31,30,30,29,30,30,30],2089:[17,31,32,31,32,31,30,30,30,29,30,30,30],2090:[17,31,32,31,32,31,30,30,30,29,30,30,30],2091:[16,31,31,32,31,31,31,30,30,29,30,30,30],2092:[16,31,31,32,32,31,30,30,30,29,30,30,30],2093:[17,31,32,31,32,31,30,30,30,29,30,30,30],2094:[17,31,31,32,31,31,30,30,30,29,30,30,30],2095:[17,31,31,32,31,31,31,30,29,30,30,30,30],2096:[17,30,31,32,32,31,30,30,29,30,29,30,30],2097:[17,31,32,31,32,31,30,30,30,29,30,30,30],2098:[17,31,31,32,31,31,31,29,30,29,30,30,31],2099:[17,31,31,32,31,31,31,30,29,29,30,30,30],2100:[17,31,32,31,32,30,31,30,29,30,29,30,30]}}),i.calendars.nepali=n},{\"../main\":581,\"object-assign\":470}],577:[function(t,e,r){function n(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function i(t,e){return t-e*Math.floor(t/e)}var a=t(\"../main\"),o=t(\"object-assign\");n.prototype=new a.baseCalendar,o(n.prototype,{name:\"Persian\",jdEpoch:1948320.5,daysPerMonth:[31,31,31,31,31,31,30,30,30,30,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Persian\",epochs:[\"BP\",\"AP\"],monthNames:[\"Farvardin\",\"Ordibehesht\",\"Khordad\",\"Tir\",\"Mordad\",\"Shahrivar\",\"Mehr\",\"Aban\",\"Azar\",\"Day\",\"Bahman\",\"Esfand\"],monthNamesShort:[\"Far\",\"Ord\",\"Kho\",\"Tir\",\"Mor\",\"Sha\",\"Meh\",\"Aba\",\"Aza\",\"Day\",\"Bah\",\"Esf\"],dayNames:[\"Yekshambe\",\"Doshambe\",\"Seshambe\",\"Ch\\xe6harshambe\",\"Panjshambe\",\"Jom'e\",\"Shambe\"],dayNamesShort:[\"Yek\",\"Do\",\"Se\",\"Ch\\xe6\",\"Panj\",\"Jom\",\"Sha\"],dayNamesMin:[\"Ye\",\"Do\",\"Se\",\"Ch\",\"Pa\",\"Jo\",\"Sh\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,a.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,a.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var n=this._validate(t,e,r,a.local.invalidDate);t=n.year(),e=n.month(),r=n.day();var o=t-(t>=0?474:473),s=474+i(o,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(o/2820)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=t-this.toJD(475,1,1),r=Math.floor(e/1029983),n=i(e,1029983),a=2820;if(1029982!==n){var o=Math.floor(n/366),s=i(n,366);a=Math.floor((2134*o+2816*s+2815)/1028522)+o+1}var l=a+2820*r+474;l=l<=0?l-1:l;var u=t-this.toJD(l,1,1)+1,c=u<=186?Math.ceil(u/31):Math.ceil((u-6)/30),h=t-this.toJD(l,c,1)+1;return this.newDate(l,c,h)}}),a.calendars.persian=n,a.calendars.jalali=n},{\"../main\":581,\"object-assign\":470}],578:[function(t,e,r){function n(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}var i=t(\"../main\"),a=t(\"object-assign\"),o=i.instance();n.prototype=new i.baseCalendar,a(n.prototype,{name:\"Taiwan\",jdEpoch:2419402.5,yearsOffset:1911,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Taiwan\",epochs:[\"BROC\",\"ROC\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:1,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,i.local.invalidYear),t=this._t2gYear(e.year());return o.leapYear(t)},weekOfYear:function(t,e,r){var n=this._validate(t,this.minMonth,this.minDay,i.local.invalidYear),t=this._t2gYear(n.year());return o.weekOfYear(t,n.month(),n.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,i.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,i.local.invalidDate),t=this._t2gYear(n.year());return o.toJD(t,n.month(),n.day())},fromJD:function(t){var e=o.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),i.calendars.taiwan=n},{\"../main\":581,\"object-assign\":470}],579:[function(t,e,r){function n(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}var i=t(\"../main\"),a=t(\"object-assign\"),o=i.instance();n.prototype=new i.baseCalendar,a(n.prototype,{name:\"Thai\",jdEpoch:1523098.5,yearsOffset:543,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Thai\",epochs:[\"BBE\",\"BE\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,i.local.invalidYear),t=this._t2gYear(e.year());return o.leapYear(t)},weekOfYear:function(t,e,r){var n=this._validate(t,this.minMonth,this.minDay,i.local.invalidYear),t=this._t2gYear(n.year());return o.weekOfYear(t,n.month(),n.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,i.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var n=this._validate(t,e,r,i.local.invalidDate),t=this._t2gYear(n.year());return o.toJD(t,n.month(),n.day())},fromJD:function(t){var e=o.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),i.calendars.thai=n},{\"../main\":581,\"object-assign\":470}],580:[function(t,e,r){function n(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}var i=t(\"../main\"),a=t(\"object-assign\");n.prototype=new i.baseCalendar,a(n.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,i.local.invalidYear);return 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n(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function i(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function a(t,e){return t=\"\"+t,\"000000\".substring(0,e-t.length)+t}function o(){this.shortYearCutoff=\"+10\"}function s(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}var l=t(\"object-assign\");l(n.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance(),n.newDate(t,e,r)},substituteDigits:function(t){\n",
       "return function(e){return(e+\"\").replace(/[0-9]/g,function(e){return t[e]})}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),l(i.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(u.local.invalidDate||u.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(u.local.differentCalendars||u.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+a(Math.abs(this.year()),4)+\"-\"+a(this.month(),2)+\"-\"+a(this.day(),2)}}),l(o.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new i(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+a(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,u.local.invalidMonth||u.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,u.local.invalidYear||u.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,u.local.invalidDate||u.regionalOptions[\"\"].invalidDate);return 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o=i[e];o.anchor&&\"free\"!==o.anchor&&(o.anchor=f.cleanId(o.anchor)),o.overlaying&&(o.overlaying=f.cleanId(o.overlaying)),o.type||(o.isdate?o.type=\"date\":o.islog?o.type=\"log\":!1===o.isdate&&!1===o.islog&&(o.type=\"linear\")),\"withzero\"!==o.autorange&&\"tozero\"!==o.autorange||(o.autorange=!0,o.rangemode=\"tozero\"),delete o.islog,delete o.isdate,delete o.categories,a(o,\"domain\")&&delete o.domain,void 0!==o.autotick&&(void 0===o.tickmode&&(o.tickmode=o.autotick?\"auto\":\"linear\"),delete o.autotick)}var s=Array.isArray(t.annotations)?t.annotations.length:0;for(e=0;e<s;e++){var u=t.annotations[e];c.isPlainObject(u)&&(u.ref&&(\"paper\"===u.ref?(u.xref=\"paper\",u.yref=\"paper\"):\"data\"===u.ref&&(u.xref=\"x\",u.yref=\"y\"),delete u.ref),n(u,\"xref\"),n(u,\"yref\"))}var p=Array.isArray(t.shapes)?t.shapes.length:0;for(e=0;e<p;e++){var m=t.shapes[e];c.isPlainObject(m)&&(n(m,\"xref\"),n(m,\"yref\"))}var g=t.legend;g&&(g.x>3?(g.x=1.02,g.xanchor=\"left\"):g.x<-2&&(g.x=-.02,g.xanchor=\"right\"),g.y>3?(g.y=1.02,g.yanchor=\"bottom\"):g.y<-2&&(g.y=-.02,g.yanchor=\"top\")),\"rotate\"===t.dragmode&&(t.dragmode=\"orbit\"),t.scene1&&(t.scene||(t.scene=t.scene1),delete t.scene1);var v=h.getSubplotIds(t,\"gl3d\");for(e=0;e<v.length;e++){var y=t[v[e]],b=y.cameraposition;if(Array.isArray(b)&&4===b[0].length){var x=b[0],_=b[1],w=b[2],M=l([],x),k=[];for(r=0;r<3;++r)k[r]=_[e]+w*M[2+4*r];y.camera={eye:{x:k[0],y:k[1],z:k[2]},center:{x:_[0],y:_[1],z:_[2]},up:{x:M[1],y:M[5],z:M[9]}},delete y.cameraposition}}return d.clean(t),t},r.cleanData=function(t,e){for(var n=[],o=(t.concat(Array.isArray(e)?e:[]).filter(function(t){return\"uid\"in t}).map(function(t){return t.uid})),s=0;s<t.length;s++){var l,p=t[s];if(!(\"uid\"in p)||-1!==n.indexOf(p.uid)){var m;for(l=0;l<100&&(m=c.randstr(o),-1!==n.indexOf(m));l++);p.uid=c.randstr(o),o.push(p.uid)}if(n.push(p.uid),\"histogramy\"===p.type&&\"xbins\"in p&&!(\"ybins\"in p)&&(p.ybins=p.xbins,delete p.xbins),p.error_y&&\"opacity\"in p.error_y){var g=d.defaults,v=p.error_y.color||(u.traceIs(p,\"bar\")?d.defaultLine:g[s%g.length]);p.error_y.color=d.addOpacity(d.rgb(v),d.opacity(v)*p.error_y.opacity),delete p.error_y.opacity}if(\"bardir\"in p&&(\"h\"!==p.bardir||!u.traceIs(p,\"bar\")&&\"histogram\"!==p.type.substr(0,9)||(p.orientation=\"h\",r.swapXYData(p)),delete p.bardir),\"histogramy\"===p.type&&r.swapXYData(p),\"histogramx\"!==p.type&&\"histogramy\"!==p.type||(p.type=\"histogram\"),\"scl\"in p&&(p.colorscale=p.scl,delete p.scl),\"reversescl\"in p&&(p.reversescale=p.reversescl,delete p.reversescl),p.xaxis&&(p.xaxis=f.cleanId(p.xaxis,\"x\")),p.yaxis&&(p.yaxis=f.cleanId(p.yaxis,\"y\")),u.traceIs(p,\"gl3d\")&&p.scene&&(p.scene=h.subplotsRegistry.gl3d.cleanId(p.scene)),u.traceIs(p,\"pie\")||u.traceIs(p,\"bar\")||(Array.isArray(p.textposition)?p.textposition=p.textposition.map(i):p.textposition&&(p.textposition=i(p.textposition))),u.traceIs(p,\"2dMap\")&&(\"YIGnBu\"===p.colorscale&&(p.colorscale=\"YlGnBu\"),\"YIOrRd\"===p.colorscale&&(p.colorscale=\"YlOrRd\")),u.traceIs(p,\"markerColorscale\")&&p.marker){var y=p.marker;\"YIGnBu\"===y.colorscale&&(y.colorscale=\"YlGnBu\"),\"YIOrRd\"===y.colorscale&&(y.colorscale=\"YlOrRd\")}if(\"surface\"===p.type&&c.isPlainObject(p.contours)){var b=[\"x\",\"y\",\"z\"];for(l=0;l<b.length;l++){var x=p.contours[b[l]];c.isPlainObject(x)&&(x.highlightColor&&(x.highlightcolor=x.highlightColor,delete x.highlightColor),x.highlightWidth&&(x.highlightwidth=x.highlightWidth,delete x.highlightWidth))}}if(Array.isArray(p.transforms)){var _=p.transforms;for(l=0;l<_.length;l++){var w=_[l];if(c.isPlainObject(w))switch(w.type){case\"filter\":w.filtersrc&&(w.target=w.filtersrc,delete w.filtersrc),w.calendar&&(w.valuecalendar||(w.valuecalendar=w.calendar),delete w.calendar);break;case\"groupby\":if(w.styles=w.styles||w.style,w.styles&&!Array.isArray(w.styles)){var M=w.styles,k=Object.keys(M);w.styles=[];for(var A=0;A<k.length;A++)w.styles.push({target:k[A],value:M[k[A]]})}}}}a(p,\"line\")&&delete p.line,\"marker\"in p&&(a(p.marker,\"line\")&&delete p.marker.line,a(p,\"marker\")&&delete p.marker),d.clean(p)}},r.swapXYData=function(t){var e;if(c.swapAttrs(t,[\"?\",\"?0\",\"d?\",\"?bins\",\"nbins?\",\"autobin?\",\"?src\",\"error_?\"]),Array.isArray(t.z)&&Array.isArray(t.z[0])&&(t.transpose?delete t.transpose:t.transpose=!0),t.error_x&&t.error_y){var r=t.error_y,n=\"copy_ystyle\"in r?r.copy_ystyle:!(r.color||r.thickness||r.width);c.swapAttrs(t,[\"error_?.copy_ystyle\"]),n&&c.swapAttrs(t,[\"error_?.color\",\"error_?.thickness\",\"error_?.width\"])}if(\"string\"==typeof t.hoverinfo){var i=t.hoverinfo.split(\"+\");for(e=0;e<i.length;e++)\"x\"===i[e]?i[e]=\"y\":\"y\"===i[e]&&(i[e]=\"x\");t.hoverinfo=i.join(\"+\")}},r.coerceTraceIndices=function(t,e){return s(e)?[e]:Array.isArray(e)&&e.length?e:t.data.map(function(t,e){return e})},r.manageArrayContainers=function(t,e,r){var n=t.obj,i=t.parts,a=i.length,o=i[a-1],l=s(o);if(l&&null===e){var u=i.slice(0,a-1).join(\".\");c.nestedProperty(n,u).get().splice(o,1)}else l&&void 0===t.get()?(void 0===t.get()&&(r[t.astr]=null),t.set(e)):t.set(e)};var p=/(\\.[^\\[\\]\\.]+|\\[[^\\[\\]\\.]+\\])$/;r.hasParent=function(t,e){for(var r=o(e);r;){if(r in t)return!0;r=o(r)}return!1};var m=[\"x\",\"y\",\"z\"];r.clearAxisTypes=function(t,e,r){for(var n=0;n<e.length;n++)for(var i=t._fullData[n],a=0;a<3;a++){var o=f.getFromTrace(t,i,m[a]);if(o&&\"log\"!==o.type){var s=o._name,l=o._id.substr(1);if(\"scene\"===l.substr(0,5)){if(void 0!==r[l])continue;s=l+\".\"+s}var u=s+\".type\";void 0===r[s]&&void 0===r[u]&&c.nestedProperty(t.layout,u).set(null)}}}},{\"../components/color\":604,\"../lib\":728,\"../plots/cartesian/axes\":772,\"../plots/plots\":831,\"../registry\":846,\"fast-isnumeric\":131,\"gl-mat4/fromQuat\":178}],758:[function(t,e,r){\"use strict\";var n=t(\"../lib/nested_property\"),i=t(\"../lib/is_plain_object\"),a=t(\"../lib/noop\"),o=t(\"../lib/loggers\"),s=t(\"../lib/search\").sorterAsc,l=t(\"../registry\");r.containerArrayMatch=t(\"./container_array_match\");var u=r.isAddVal=function(t){return\"add\"===t||i(t)},c=r.isRemoveVal=function(t){return null===t||\"remove\"===t};r.applyContainerArrayChanges=function(t,e,r,i){var h=e.astr,f=l.getComponentMethod(h,\"supplyLayoutDefaults\"),d=l.getComponentMethod(h,\"draw\"),p=l.getComponentMethod(h,\"drawOne\"),m=i.replot||i.recalc||f===a||d===a,g=t.layout,v=t._fullLayout;if(r[\"\"]){Object.keys(r).length>1&&o.warn(\"Full array edits are incompatible with other edits\",h);var y=r[\"\"][\"\"];if(c(y))e.set(null);else{if(!Array.isArray(y))return o.warn(\"Unrecognized full array edit value\",h,y),!0;e.set(y)}return!m&&(f(g,v),d(t),!0)}var b,x,_,w,M,k,A,T=Object.keys(r).map(Number).sort(s),S=e.get(),E=S||[],L=n(v,h).get(),C=[],I=-1,z=E.length;for(b=0;b<T.length;b++)if(_=T[b],w=r[_],M=Object.keys(w),k=w[\"\"],A=u(k),_<0||_>E.length-(A?0:1))o.warn(\"index out of range\",h,_);else if(void 0!==k)M.length>1&&o.warn(\"Insertion & removal are incompatible with edits to the same index.\",h,_),c(k)?C.push(_):A?(\"add\"===k&&(k={}),E.splice(_,0,k),L&&L.splice(_,0,{})):o.warn(\"Unrecognized full object edit value\",h,_,k),-1===I&&(I=_);else for(x=0;x<M.length;x++)n(E[_],M[x]).set(w[M[x]]);for(b=C.length-1;b>=0;b--)E.splice(C[b],1),L&&L.splice(C[b],1);if(E.length?S||e.set(E):e.set(null),m)return!1;if(f(g,v),p!==a){var D;if(-1===I)D=T;else{for(z=Math.max(E.length,z),D=[],b=0;b<T.length&&!((_=T[b])>=I);b++)D.push(_);for(b=I;b<z;b++)D.push(b)}for(b=0;b<D.length;b++)p(t,D[b])}else d(t);return!0}},{\"../lib/is_plain_object\":730,\"../lib/loggers\":732,\"../lib/nested_property\":735,\"../lib/noop\":736,\"../lib/search\":745,\"../registry\":846,\"./container_array_match\":755}],759:[function(t,e,r){\"use strict\";function n(t,e){try{t._fullLayout._paper.style(\"background\",e)}catch(t){w.error(t)}}function i(t,e){n(t,I.combine(e,\"white\"))}function a(t,e){t._context||(t._context=w.extendDeep({},_.defaultConfig));var r,a,o,s=t._context;if(e){for(a=Object.keys(e),r=0;r<a.length;r++)\"editable\"!==(o=a[r])&&\"edits\"!==o&&o in s&&(\"setBackground\"===o&&\"opaque\"===e[o]?s[o]=i:s[o]=e[o]);e.plot3dPixelRatio&&!s.plotGlPixelRatio&&(s.plotGlPixelRatio=s.plot3dPixelRatio);var l=e.editable;if(void 0!==l)for(s.editable=l,a=Object.keys(s.edits),r=0;r<a.length;r++)s.edits[a[r]]=l;if(e.edits)for(a=Object.keys(e.edits),r=0;r<a.length;r++)(o=a[r])in s.edits&&(s.edits[o]=e.edits[o])}s.staticPlot&&(s.editable=!1,s.edits={},s.autosizable=!1,s.scrollZoom=!1,s.doubleClick=!1,s.showTips=!1,s.showLink=!1,s.displayModeBar=!1),\"hover\"!==s.displayModeBar||x||(s.displayModeBar=!0),\"transparent\"!==s.setBackground&&\"function\"==typeof s.setBackground||(s.setBackground=n)}function o(t,e,r){var n=y.select(t).selectAll(\".plot-container\").data([0]);n.enter().insert(\"div\",\":first-child\").classed(\"plot-container plotly\",!0);var i=n.selectAll(\".svg-container\").data([0]);i.enter().append(\"div\").classed(\"svg-container\",!0).style(\"position\",\"relative\"),i.html(\"\"),e&&(t.data=e),r&&(t.layout=r),E.manager.fillLayout(t),i.style({width:t._fullLayout.width+\"px\",height:t._fullLayout.height+\"px\"}),t.framework=E.manager.framework(t),t.framework({data:t.data,layout:t.layout},i.node()),t.framework.setUndoPoint();var a=t.framework.svg(),o=1,s=t._fullLayout.title;\"\"!==s&&s||(o=0);var l=function(){this.call(P.convertToTspans,t)},u=a.select(\".title-group text\").call(l);if(t._context.edits.titleText){s&&\"Click to enter title\"!==s||(o=.2,u.attr({\"data-unformatted\":\"Click to enter title\"}).text(\"Click to enter title\").style({opacity:o}).on(\"mouseover.opacity\",function(){y.select(this).transition().duration(100).style(\"opacity\",1)}).on(\"mouseout.opacity\",function(){y.select(this).transition().duration(1e3).style(\"opacity\",0)}));var c=function(){this.call(P.makeEditable,{gd:t}).on(\"edit\",function(e){t.framework({layout:{title:e}}),this.text(e).call(l),this.call(c)}).on(\"cancel\",function(){var t=this.attr(\"data-unformatted\");this.text(t).call(l)})};u.call(c)}return t._context.setBackground(t,t._fullLayout.paper_bgcolor),S.addLinks(t),Promise.resolve()}function s(t,e){var r,n,i=e+1,a=[];for(r=0;r<t.length;r++)n=t[r],n<0?a.push(i+n):a.push(n);return a}function l(t,e,r){var n,i;for(n=0;n<e.length;n++){if((i=e[n])!==parseInt(i,10))throw new Error(\"all values in \"+r+\" must be integers\");if(i>=t.data.length||i<-t.data.length)throw new Error(r+\" must be valid indices for gd.data.\");if(e.indexOf(i,n+1)>-1||i>=0&&e.indexOf(-t.data.length+i)>-1||i<0&&e.indexOf(t.data.length+i)>-1)throw new Error(\"each index in \"+r+\" must be unique.\")}}function u(t,e,r){if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array.\");if(void 0===e)throw new Error(\"currentIndices is a required argument.\");if(Array.isArray(e)||(e=[e]),l(t,e,\"currentIndices\"),void 0===r||Array.isArray(r)||(r=[r]),void 0!==r&&l(t,r,\"newIndices\"),void 0!==r&&e.length!==r.length)throw new Error(\"current and new indices must be of equal length.\")}function c(t,e,r){var n,i;if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array.\");if(void 0===e)throw new Error(\"traces must be defined.\");for(Array.isArray(e)||(e=[e]),n=0;n<e.length;n++)if(\"object\"!=typeof(i=e[n])||Array.isArray(i)||null===i)throw new Error(\"all values in traces array must be non-array objects\");if(void 0===r||Array.isArray(r)||(r=[r]),void 0!==r&&r.length!==e.length)throw new Error(\"if indices is specified, traces.length must equal indices.length\")}function h(t,e,r,n){var i=w.isPlainObject(n);if(!Array.isArray(t.data))throw new Error(\"gd.data must be an array\");if(!w.isPlainObject(e))throw new Error(\"update must be a key:value object\");if(void 0===r)throw new Error(\"indices must be an integer or array of integers\");l(t,r,\"indices\");for(var a in e){if(!Array.isArray(e[a])||e[a].length!==r.length)throw new Error(\"attribute \"+a+\" must be an array of length equal to indices array length\");if(i&&(!(a in n)||!Array.isArray(n[a])||n[a].length!==e[a].length))throw new Error(\"when maxPoints is set as a key:value object it must contain a 1:1 corrispondence with the keys and number of traces in the update object\")}}function f(t,e,r,n){var i,a,o,l,u,c=w.isPlainObject(n),h=[];Array.isArray(r)||(r=[r]),r=s(r,t.data.length-1);for(var f in e)for(var d=0;d<r.length;d++){if(i=t.data[r[d]],o=w.nestedProperty(i,f),a=o.get(),l=e[f][d],!Array.isArray(l))throw new Error(\"attribute: \"+f+\" index: \"+d+\" must be an array\");if(!Array.isArray(a))throw new Error(\"cannot extend missing or non-array attribute: \"+f);u=c?n[f][d]:n,b(u)||(u=-1),h.push({prop:o,target:a,insert:l,maxp:Math.floor(u)})}return h}function d(t,e,r,n,i,a){h(t,e,r,n);for(var o,s,l,u=f(t,e,r,n),c=[],d={},p={},m=0;m<u.length;m++)s=u[m].prop,l=u[m].maxp,o=i(u[m].target,u[m].insert),l>=0&&l<o.length&&(c=a(o,l)),l=u[m].target.length,s.set(o),Array.isArray(d[s.astr])||(d[s.astr]=[]),Array.isArray(p[s.astr])||(p[s.astr]=[]),d[s.astr].push(c),p[s.astr].push(l);return{update:d,maxPoints:p}}function p(t){return void 0===t?null:t}function m(t,e,r){function n(){return r.map(function(){})}function i(t){var e=_.Axes.id2name(t);-1===u.indexOf(e)&&u.push(e)}function a(t){return\"LAYOUT\"+t+\".autorange\"}function o(t){return\"LAYOUT\"+t+\".range\"}function s(i,a,o){if(Array.isArray(i))return void i.forEach(function(t){s(t,a,o)});if(!(i in e||R.hasParent(e,i))){var l;l=\"LAYOUT\"===i.substr(0,6)?w.nestedProperty(t.layout,i.replace(\"LAYOUT\",\"\")):w.nestedProperty(f[r[o]],i),i in g||(g[i]=n()),void 0===g[i][o]&&(g[i][o]=p(l.get())),void 0!==a&&l.set(a)}}var l,u,c=t._fullLayout,h=t._fullData,f=t.data,d=j.traceFlags(),m={},g={},v={};for(var y in e){if(R.hasParent(e,y))throw 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n,i,a,o,s=V.getFromId(t,e),l=w.select(t).selectAll(\"g.\"+e+\"tick\"),u={selection:l,side:s.side},h=e.charAt(0),f=t._fullLayout._size,d=s.titlefont.size;if(l.size()){var p=L.getTranslate(l.node().parentNode);u.offsetLeft=p.x,u.offsetTop=p.y}var 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h=e._isScoped=\"world\"!==o,f=e._isConic=-1!==u.indexOf(\"conic\");e._isClipped=!!a.lonaxisSpan[u];for(var d=0;d<s.length;d++){var p,m=s[d],g=[30,10][d];if(h)p=l[m+\"Range\"];else{var v=a[m+\"Span\"],y=(v[u]||v[\"*\"])/2,b=r(\"projection.rotation.\"+m.substr(0,3),l.projRotate[d]);p=[b-y,b+y]}r(m+\".tick0\",r(m+\".range\",p)[0]),r(m+\".dtick\",g),n=r(m+\".showgrid\"),n&&(r(m+\".gridcolor\"),r(m+\".gridwidth\"))}var x=e.lonaxis.range,_=e.lataxis.range,w=x[0],M=x[1];w>0&&M<0&&(M+=360);var k,A=(w+M)/2;if(!c){var T=h?l.projRotate:[A,0,0];k=r(\"projection.rotation.lon\",T[0]),r(\"projection.rotation.lat\",T[1]),r(\"projection.rotation.roll\",T[2]),n=r(\"showcoastlines\",!h),n&&(r(\"coastlinecolor\"),r(\"coastlinewidth\")),n=r(\"showocean\"),n&&r(\"oceancolor\")}var 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r=t[0],n=t[1],i=t[2],a=t[3],o=e[0],s=e[1],l=e[2],u=e[3];return[r*o-n*s-i*l-a*u,r*s+n*o+i*u-a*l,r*l-n*u+i*o+a*s,r*u+n*l-i*s+a*o]}function f(t,e){if(t&&e){var r=x(t,e),n=Math.sqrt(b(r,r)),i=.5*Math.acos(Math.max(-1,Math.min(1,b(t,e)))),a=Math.sin(i)/n;return n&&[Math.cos(i),r[2]*a,-r[1]*a,r[0]*a]}}function d(t,e,r){var n=g(e,2,t[0]);n=g(n,1,t[1]),n=g(n,0,t[2]-r[2]);var i,a,o=e[0],s=e[1],l=e[2],u=n[0],c=n[1],h=n[2],f=Math.atan2(s,o)*A,d=Math.sqrt(o*o+s*s);Math.abs(c)>d?(a=(c>0?90:-90)-f,i=0):(a=Math.asin(c/d)*A-f,i=Math.sqrt(d*d-c*c));var m=180-a-2*f,v=(Math.atan2(h,u)-Math.atan2(l,i))*A,y=(Math.atan2(h,u)-Math.atan2(l,-i))*A;return p(r[0],r[1],a,v)<=p(r[0],r[1],m,y)?[a,v,r[2]]:[m,y,r[2]]}function p(t,e,r,n){var i=m(r-t),a=m(n-e);return Math.sqrt(i*i+a*a)}function m(t){return(t%360+540)%360-180}function g(t,e,r){var n=r*k,i=t.slice(),a=0===e?1:0,o=2===e?1:2,s=Math.cos(n),l=Math.sin(n);return i[a]=t[a]*s-t[o]*l,i[o]=t[o]*s+t[a]*l,i}function 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n(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}function i(t){function e(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function r(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}function i(n,i,a){function o(e,r,n){var i=Math.min(r,n),a=Math.max(r,n);i!==a?(f[e]=i,f[e+2]=a,h.dataBox=f,t.setRanges(f)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}var s,u,f=t.calcDataBox(),d=c.viewBox,p=h.lastPos[0],m=h.lastPos[1],g=l.MINDRAG*c.pixelRatio,v=l.MINZOOM*c.pixelRatio;switch(i*=c.pixelRatio,a*=c.pixelRatio,a=d[3]-d[1]-a,t.fullLayout.dragmode){case\"zoom\":if(n){var y=i/(d[2]-d[0])*(f[2]-f[0])+f[0],b=a/(d[3]-d[1])*(f[3]-f[1])+f[1];h.boxInited||(h.boxStart[0]=y,h.boxStart[1]=b,h.dragStart[0]=i,h.dragStart[1]=a),h.boxEnd[0]=y,h.boxEnd[1]=b,h.boxInited=!0,h.boxEnabled||h.boxStart[0]===h.boxEnd[0]&&h.boxStart[1]===h.boxEnd[1]||(h.boxEnabled=!0);var x=Math.abs(h.dragStart[0]-i)<v,_=Math.abs(h.dragStart[1]-a)<v;if(!r()||x&&_)x&&(h.boxEnd[0]=h.boxStart[0]),_&&(h.boxEnd[1]=h.boxStart[1]);else{s=h.boxEnd[0]-h.boxStart[0],u=h.boxEnd[1]-h.boxStart[1];var 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h.boxEnabled?(s=h.boxStart[0]!==h.boxEnd[0],u=h.boxStart[1]!==h.boxEnd[1],s||u?(s&&(o(0,h.boxStart[0],h.boxEnd[0]),t.xaxis.autorange=!1),u&&(o(1,h.boxStart[1],h.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),h.boxEnabled=!1,h.boxInited=!1):h.boxInited&&(h.boxInited=!1);break;case\"pan\":h.boxEnabled=!1,h.boxInited=!1,n?(h.panning||(h.dragStart[0]=i,h.dragStart[1]=a),Math.abs(h.dragStart[0]-i)<g&&(i=h.dragStart[0]),Math.abs(h.dragStart[1]-a)<g&&(a=h.dragStart[1]),s=(p-i)*(f[2]-f[0])/(c.viewBox[2]-c.viewBox[0]),u=(m-a)*(f[3]-f[1])/(c.viewBox[3]-c.viewBox[1]),f[0]+=s,f[2]+=s,f[1]+=u,f[3]+=u,t.setRanges(f),h.panning=!0,h.lastInputTime=Date.now(),e(),t.cameraChanged(),t.handleAnnotations()):h.panning&&(h.panning=!1,t.relayoutCallback())}h.lastPos[0]=i,h.lastPos[1]=a}var u=t.mouseContainer,c=t.glplot,h=new n(u,c);return h.mouseListener=a(u,i),u.addEventListener(\"touchstart\",function(t){var e=s(t.changedTouches[0],u);i(0,e[0],e[1]),i(1,e[0],e[1])}),u.addEventListener(\"touchmove\",function(t){t.preventDefault();var e=s(t.changedTouches[0],u);i(1,e[0],e[1])}),u.addEventListener(\"touchend\",function(){i(0,h.lastPos[0],h.lastPos[1])}),h.wheelListener=o(u,function(r,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=c.viewBox,o=h.lastPos[0],s=h.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),u=o/(a[2]-a[0])*(i[2]-i[0])+i[0],f=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-u)*l+u,i[2]=(i[2]-u)*l+u,i[1]=(i[1]-f)*l+f,i[3]=(i[3]-f)*l+f,t.setRanges(i),h.lastInputTime=Date.now(),e(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),h}var a=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"../cartesian/constants\");e.exports=i},{\"../cartesian/constants\":777,\"mouse-change\":452,\"mouse-event-offset\":453,\"mouse-wheel\":455}],807:[function(t,e,r){\"use strict\";function n(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}function i(t){return new n(t)}var a=t(\"../plots\"),o=t(\"../cartesian/axes\"),s=t(\"../../lib/html2unicode\"),l=t(\"../../lib/str2rgbarray\"),u=n.prototype,c=[\"xaxis\",\"yaxis\"];u.merge=function(t){this.titleEnable=!1,this.backgroundColor=l(t.plot_bgcolor);var e,r,n,i,a,o,u,h,f,d,p;for(d=0;d<2;++d){for(e=c[d],r=t[this.scene[e]._name],n=/Click to enter .+ title/.test(r.title)?\"\":r.title,p=0;p<=2;p+=2)this.labelEnable[d+p]=!1,this.labels[d+p]=s(n),this.labelColor[d+p]=l(r.titlefont.color),this.labelFont[d+p]=r.titlefont.family,this.labelSize[d+p]=r.titlefont.size,this.labelPad[d+p]=this.getLabelPad(e,r),this.tickEnable[d+p]=!1,this.tickColor[d+p]=l((r.tickfont||{}).color),this.tickAngle[d+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[d+p]=this.getTickPad(r),this.tickMarkLength[d+p]=0,this.tickMarkWidth[d+p]=r.tickwidth||0,this.tickMarkColor[d+p]=l(r.tickcolor),this.borderLineEnable[d+p]=!1,this.borderLineColor[d+p]=l(r.linecolor),this.borderLineWidth[d+p]=r.linewidth||0;u=this.hasSharedAxis(r),a=this.hasAxisInDfltPos(e,r)&&!u,o=this.hasAxisInAltrPos(e,r)&&!u,i=r.mirror||!1,h=u?-1!==String(i).indexOf(\"all\"):!!i,f=u?\"allticks\"===i:-1!==String(i).indexOf(\"ticks\"),a?this.labelEnable[d]=!0:o&&(this.labelEnable[d+2]=!0),a?this.tickEnable[d]=r.showticklabels:o&&(this.tickEnable[d+2]=r.showticklabels),(a||h)&&(this.borderLineEnable[d]=r.showline),(o||h)&&(this.borderLineEnable[d+2]=r.showline),(a||f)&&(this.tickMarkLength[d]=this.getTickMarkLength(r)),(o||f)&&(this.tickMarkLength[d+2]=this.getTickMarkLength(r)),this.gridLineEnable[d]=r.showgrid,this.gridLineColor[d]=l(r.gridcolor),this.gridLineWidth[d]=r.gridwidth,this.zeroLineEnable[d]=r.zeroline,this.zeroLineColor[d]=l(r.zerolinecolor),this.zeroLineWidth[d]=r.zerolinewidth}},u.hasSharedAxis=function(t){var e=this.scene,r=a.getSubplotIds(e.fullLayout,\"gl2d\");return 0!==o.findSubplotsWithAxis(r,t).indexOf(e.id)},u.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},u.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},u.getLabelPad=function(t,e){var r=e.titlefont.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},u.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},u.getTickMarkLength=function(t){if(!t.ticks)return 0\n",
       ";var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=i},{\"../../lib/html2unicode\":726,\"../../lib/str2rgbarray\":749,\"../cartesian/axes\":772,\"../plots\":831}],808:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"./scene2d\"),a=t(\"../plots\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),u=t(\"../../components/fx/layout_attributes\");r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.layoutAttributes.plot_bgcolor,hoverlabel:u.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=a.getSubplotIds(e,\"gl2d\"),o=0;o<n.length;o++){var s=n[o],l=e._plots[s],u=a.getSubplotData(r,\"gl2d\",s),c=l._scene2d;void 0===c&&(c=new i({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),l._scene2d=c),c.plot(u,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=a.getSubplotIds(n,\"gl2d\"),o=0;o<i.length;o++){var s=i[o],u=n._plots[s];if(u._scene2d){0===a.getSubplotData(t,\"gl2d\",s).length&&(u._scene2d.destroy(),delete n._plots[s])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=a.getSubplotIds(e,\"gl2d\"),n=0;n<r.length;n++){var i=e._plots[r[n]],s=i._scene2d,l=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":l,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),s.destroy()}},r.updateFx=function(t){for(var e=a.getSubplotIds(t,\"gl2d\"),r=0;r<e.length;r++){t._plots[e[r]]._scene2d.updateFx(t.dragmode)}}},{\"../../components/fx/layout_attributes\":646,\"../../constants/xmlns_namespaces\":709,\"../../plot_api/edit_types\":756,\"../cartesian\":782,\"../cartesian/attributes\":771,\"../cartesian/constants\":777,\"../plots\":831,\"./scene2d\":809}],809:[function(t,e,r){\"use strict\";function n(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context.scrollZoom,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.glplotOptions=p(this),this.glplotOptions.merge(e),this.glplot=c(this.glplotOptions),this.camera=m(this),this.traces={},this.spikes=h(this.glplot),this.selectBox=f(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.bounds=[1/0,1/0,-1/0,-1/0],this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw()}function i(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1}var a,o,s=t(\"../../registry\"),l=t(\"../../plots/cartesian/axes\"),u=t(\"../../components/fx\"),c=t(\"gl-plot2d\"),h=t(\"gl-spikes2d\"),f=t(\"gl-select-box\"),d=t(\"webgl-context\"),p=t(\"./convert\"),m=t(\"./camera\"),g=t(\"../../lib/html2unicode\"),v=t(\"../../lib/show_no_webgl_msg\"),y=t(\"../../plots/cartesian/constraints\"),b=y.enforce,x=y.clean,_=[\"xaxis\",\"yaxis\"];e.exports=n;var w=n.prototype;w.makeFramework=function(){if(this.staticPlot){if(!(o||(a=document.createElement(\"canvas\"),o=d({canvas:a,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=a,this.gl=o}else{var t=document.createElement(\"canvas\"),e=d({canvas:t,premultipliedAlpha:!0});e||v(this),this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r),r.className+=\"user-select-none\";var n=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");n.style.position=\"absolute\",n.style.top=n.style.left=\"0px\",n.style.width=n.style.height=\"100%\",n.style[\"z-index\"]=20,n.style[\"pointer-events\"]=\"none\";var i=this.mouseContainer=document.createElement(\"div\");i.style.position=\"absolute\",i.style[\"pointer-events\"]=\"auto\";var s=this.container;s.appendChild(r),s.appendChild(n),s.appendChild(i);var l=this;i.addEventListener(\"mouseout\",function(){l.isMouseOver=!1,l.unhover()}),i.addEventListener(\"mouseover\",function(){l.isMouseOver=!0})},w.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(a),this.updateSize(this.canvas),this.glplot.setDirty(),this.glplot.draw();var e=this.glplot.gl,r=e.drawingBufferWidth,n=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*n*4);e.readPixels(0,0,r,n,e.RGBA,e.UNSIGNED_BYTE,i);for(var o=0,s=n-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var u=0;u<4;++u){var c=i[4*(r*o+l)+u];i[4*(r*o+l)+u]=i[4*(r*s+l)+u],i[4*(r*s+l)+u]=c}var h=document.createElement(\"canvas\");h.width=r,h.height=n;var f=h.getContext(\"2d\"),d=f.createImageData(r,n);d.data.set(i),f.putImageData(d,0,0);var p;switch(t){case\"jpeg\":p=h.toDataURL(\"image/jpeg\");break;case\"webp\":p=h.toDataURL(\"image/webp\");break;default:p=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(a),p},w.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),this.redraw&&this.redraw(),t},w.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[l.calcTicks(this.xaxis),l.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=g(t[e][r].text+\"\");return t},w.updateRefs=function(t){this.fullLayout=t;var e=l.subplotMatch,r=\"xaxis\"+this.id.match(e)[1],n=\"yaxis\"+this.id.match(e)[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},w.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout;n.xaxis.autorange=e.autorange,n.xaxis.range=e.range.slice(0),n.yaxis.autorange=r.autorange,n.yaxis.range=r.range.slice(0);var i={lastInputTime:this.camera.lastInputTime};i[e._name]=e.range.slice(0),i[r._name]=r.range.slice(0),t.emit(\"plotly_relayout\",i)},w.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();i(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},w.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&s.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},w.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map(function(e){t[e].dispose(),delete t[e]}),this.glplot.dispose(),this.staticPlot||this.container.removeChild(this.canvas),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},w.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};x(s,this.xaxis),x(s,this.yaxis);var u=r._size,c=this.xaxis.domain,h=this.yaxis.domain;o.viewBox=[u.l+c[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-c[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(c[1]-c[0])+\"px\",this.mouseContainer.style.height=u.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+c[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+\"px\";var f=this.bounds;f[0]=f[1]=1/0,f[2]=f[3]=-1/0;var d,p,m=Object.keys(this.traces);for(p=0;p<m.length;++p)for(var g=this.traces[m[p]],v=0;v<2;++v)f[v]=Math.min(f[v],g.bounds[v]),f[v+2]=Math.max(f[v+2],g.bounds[v+2]);for(p=0;p<2;++p)f[p]>f[p+2]&&(f[p]=-1,f[p+2]=1),d=this[_[p]],d._length=o.viewBox[p+2]-o.viewBox[p],l.doAutoRange(d),d.setScale();b(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},w.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},w.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},w.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if(i=t[n],i.uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],u=this.traces[i.uid];u?u.update(i,l):(u=i._module.plot(this,i,l),this.traces[i.uid]=u)}this.glplot.objects.sort(function(t,e){return t._trace.index-e._trace.index})},w.updateFx=function(t){this.mouseContainer.style[\"pointer-events\"]=\"lasso\"===t||\"select\"===t?\"none\":\"auto\",this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},w.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};u.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},w.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,s=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var l=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],c=0;c<2;c++)e.boxStart[c]===e.boxEnd[c]&&(l[c]=t.dataBox[c],l[c+2]=t.dataBox[c+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=i._size,f=this.xaxis.domain,d=this.yaxis.domain;a=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,s/t.pixelRatio-(h.t+(1-d[1])*h.h));var p=a&&a.object._trace.handlePick(a);if(p&&n&&this.emitPointAction(p,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&p&&(!this.lastPickResult||this.lastPickResult.traceUid!==p.trace.uid||this.lastPickResult.dataCoord[0]!==p.dataCoord[0]||this.lastPickResult.dataCoord[1]!==p.dataCoord[1])){var m=p;this.lastPickResult={traceUid:p.trace?p.trace.uid:null,dataCoord:p.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),m.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(p,\"plotly_hover\");var g=this.fullData[m.trace.index]||{},v=m.pointIndex,y=u.castHoverinfo(g,i,v);if(y&&\"all\"!==y){var b=y.split(\"+\");-1===b.indexOf(\"x\")&&(m.traceCoord[0]=void 0),-1===b.indexOf(\"y\")&&(m.traceCoord[1]=void 0),-1===b.indexOf(\"z\")&&(m.traceCoord[2]=void 0),-1===b.indexOf(\"text\")&&(m.textLabel=void 0),-1===b.indexOf(\"name\")&&(m.name=void 0)}u.loneHover({x:m.screenCoord[0],y:m.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",m.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",m.traceCoord[1]),zLabel:m.traceCoord[2],text:m.textLabel,name:m.name,color:u.castHoverOption(g,v,\"bgcolor\")||m.color,borderColor:u.castHoverOption(g,v,\"bordercolor\"),fontFamily:u.castHoverOption(g,v,\"font.family\"),fontSize:u.castHoverOption(g,v,\"font.size\"),fontColor:u.castHoverOption(g,v,\"font.color\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},w.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),u.loneUnhover(this.svgContainer))},w.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return l.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/fx\":645,\"../../lib/html2unicode\":726,\"../../lib/show_no_webgl_msg\":747,\"../../plots/cartesian/axes\":772,\"../../plots/cartesian/constraints\":779,\"../../registry\":846,\"./camera\":806,\"./convert\":807,\"gl-plot2d\":219,\"gl-select-box\":253,\"gl-spikes2d\":262,\"webgl-context\":563}],810:[function(t,e,r){\"use strict\";function n(t,e){function r(e,r,n,a){var o=p.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,c=\"zoom\"===o,f=!!a.control,d=!!a.alt,y=!!a.shift,b=!!(1&e),x=!!(2&e),_=!!(4&e),w=1/t.clientHeight,M=w*(r-m),k=w*(n-g),A=p.flipX?1:-1,T=p.flipY?1:-1,S=i(),E=Math.PI*p.rotateSpeed;if((s&&b&&!f&&!d&&!y||b&&!f&&!d&&y)&&u.rotate(S,A*E*M,-T*E*k,0),(l&&b&&!f&&!d&&!y||x||b&&f&&!d&&!y)&&u.pan(S,-p.translateSpeed*M*h,p.translateSpeed*k*h,0),c&&b&&!f&&!d&&!y||_||b&&!f&&d&&!y){var L=-p.zoomSpeed*k/window.innerHeight*(S-u.lastT())*100;u.pan(S,0,0,h*(Math.exp(L)-1))}return m=r,g=n,v=a,!0}}t=t||document.body,e=e||{};var n=[.01,1/0];\"distanceLimits\"in e&&(n[0]=e.distanceLimits[0],n[1]=e.distanceLimits[1]),\"zoomMin\"in e&&(n[0]=e.zoomMin),\"zoomMax\"in e&&(n[1]=e.zoomMax);var u=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:n}),c=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,d=t.clientHeight,p={keyBindingMode:\"rotate\",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,tick:function(){var e=i(),r=this.delay,n=e-2*r;u.idle(e-r),u.recalcMatrix(n),u.flush(e-(100+2*r));for(var a=!0,o=u.computedMatrix,s=0;s<16;++s)a=a&&c[s]===o[s],c[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===d;return f=t.clientWidth,d=t.clientHeight,a?!l:(h=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)}};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(),n=u.computedCenter.slice();if(u.setMode(t),\"turntable\"===t){var a=i();u._active.lookAt(a,r,n,e),u._active.lookAt(a+500,r,n,[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 h},set:function(t){return u.setDistance(u.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return u.getDistanceLimits(n)},set:function(t){return u.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",function(t){return t.preventDefault(),!1});var m=0,g=0,v={shift:!1,control:!1,alt:!1,meta:!1};return p.mouseListener=o(t,r),t.addEventListener(\"touchstart\",function(e){var n=l(e.changedTouches[0],t);r(0,n[0],n[1],v),r(1,n[0],n[1],v)}),t.addEventListener(\"touchmove\",function(e){var n=l(e.changedTouches[0],t);r(1,n[0],n[1],v)}),t.addEventListener(\"touchend\",function(){r(0,m,g,v)}),p.wheelListener=s(t,function(t,e){if(!1!==p.keyBindingMode){var r=p.flipX?1:-1,n=p.flipY?1:-1,a=i();if(Math.abs(t)>Math.abs(e))u.rotate(a,0,0,-t*r*Math.PI*p.rotateSpeed/window.innerWidth);else{var o=-p.zoomSpeed*n*e/window.innerHeight*(a-u.lastT())/20;u.pan(a,0,0,h*(Math.exp(o)-1))}}},!0),p}e.exports=n;var i=t(\"right-now\"),a=t(\"3d-view\"),o=t(\"mouse-change\"),s=t(\"mouse-wheel\"),l=t(\"mouse-event-offset\")},{\"3d-view\":37,\"mouse-change\":452,\"mouse-event-offset\":453,\"mouse-wheel\":455,\"right-now\":502}],811:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../components/fx/layout_attributes\"),a=t(\"./scene\"),o=t(\"../plots\"),s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=o.getSubplotIds(e,\"gl3d\"),i=0;i<n.length;i++){var l=n[i],u=o.getSubplotData(r,\"gl3d\",l),c=e[l],h=c._scene;h||(h=new a({id:l,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),c._scene=h),h.cameraInitial||(h.cameraInitial=s.extendDeep({},c.camera)),h.plot(u,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=o.getSubplotIds(n,\"gl3d\"),a=0;a<i.length;a++){var s=i[a];!e[s]&&n[s]._scene&&(n[s]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+s).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=o.getSubplotIds(e,\"gl3d\"),n=e._size,i=0;i<r.length;i++){var a=e[r[i]],s=a.domain,u=a._scene,c=u.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*s.x[0],y:n.t+n.h*(1-s.y[1]),width:n.w*(s.x[1]-s.x[0]),height:n.h*(s.y[1]-s.y[0]),preserveAspectRatio:\"none\"}),u.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=o.getSubplotIds(t,\"gl3d\"),r=0;r<e.length;r++){t[e[r]]._scene.updateFx(t.dragmode,t.hovermode)}}},{\"../../components/fx/layout_attributes\":646,\"../../constants/xmlns_namespaces\":709,\"../../lib\":728,\"../../plot_api/edit_types\":756,\"../plots\":831,\"./layout/attributes\":812,\"./layout/defaults\":816,\"./layout/layout_attributes\":817,\"./scene\":821}],812:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],813:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:i.title,titlefont:i.titlefont,type:i.type,autorange:i.autorange,rangemode:i.rangemode,range:i.range,tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,separatethousands:i.separatethousands,tickformat:i.tickformat,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth},\"plot\",\"from-root\")},{\"../../../components/color\":604,\"../../../lib/extend\":717,\"../../../plot_api/edit_types\":756,\"../../cartesian/layout_attributes\":783}],814:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),a=t(\"./axis_attributes\"),o=t(\"../../cartesian/type_defaults\"),s=t(\"../../cartesian/axis_defaults\"),l=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){function u(t,e){return i.coerce(c,h,a,t,e)}for(var c,h,f=0;f<l.length;f++){var d=l[f];c=t[d]||{},h=e[d]={_id:d[0]+r.scene,_name:d},o(c,h,u,r.data),s(c,h,u,{font:r.font,letter:d[0],data:r.data,showGrid:!0,bgColor:r.bgColor,calendar:r.calendar}),u(\"gridcolor\",n(h.color,r.bgColor,13600/187).toRgbString()),u(\"title\",d[0]),h.setScale=i.noop,u(\"showspikes\")&&(u(\"spikesides\"),u(\"spikethickness\"),u(\"spikecolor\",h.color)),u(\"showaxeslabels\"),u(\"showbackground\")&&u(\"backgroundcolor\")}}},{\"../../../lib\":728,\"../../cartesian/axis_defaults\":774,\"../../cartesian/type_defaults\":794,\"./axis_attributes\":813,tinycolor2:534}],815:[function(t,e,r){\"use strict\";function n(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open 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a=t(\"../../../lib/html2unicode\"),o=t(\"../../../lib/str2rgbarray\"),s=[\"xaxis\",\"yaxis\",\"zaxis\"];n.prototype.merge=function(t){for(var e=this,r=0;r<3;++r){var n=t[s[r]];n.visible?(e.labels[r]=a(n.title),\"titlefont\"in n&&(n.titlefont.color&&(e.labelColor[r]=o(n.titlefont.color)),n.titlefont.family&&(e.labelFont[r]=n.titlefont.family),n.titlefont.size&&(e.labelSize[r]=n.titlefont.size)),\"showline\"in n&&(e.lineEnable[r]=n.showline),\"linecolor\"in n&&(e.lineColor[r]=o(n.linecolor)),\"linewidth\"in n&&(e.lineWidth[r]=n.linewidth),\"showgrid\"in n&&(e.gridEnable[r]=n.showgrid),\"gridcolor\"in n&&(e.gridColor[r]=o(n.gridcolor)),\"gridwidth\"in n&&(e.gridWidth[r]=n.gridwidth),\"log\"===n.type?e.zeroEnable[r]=!1:\"zeroline\"in n&&(e.zeroEnable[r]=n.zeroline),\"zerolinecolor\"in n&&(e.zeroLineColor[r]=o(n.zerolinecolor)),\"zerolinewidth\"in n&&(e.zeroLineWidth[r]=n.zerolinewidth),\"ticks\"in n&&n.ticks?e.lineTickEnable[r]=!0:e.lineTickEnable[r]=!1,\"ticklen\"in n&&(e.lineTickLength[r]=e._defaultLineTickLength[r]=n.ticklen),\"tickcolor\"in n&&(e.lineTickColor[r]=o(n.tickcolor)),\"tickwidth\"in n&&(e.lineTickWidth[r]=n.tickwidth),\"tickangle\"in n&&(e.tickAngle[r]=\"auto\"===n.tickangle?0:Math.PI*-n.tickangle/180),\"showticklabels\"in n&&(e.tickEnable[r]=n.showticklabels),\"tickfont\"in n&&(n.tickfont.color&&(e.tickColor[r]=o(n.tickfont.color)),n.tickfont.family&&(e.tickFont[r]=n.tickfont.family),n.tickfont.size&&(e.tickSize[r]=n.tickfont.size)),\"mirror\"in n?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(n.mirror)?(e.lineTickMirror[r]=!0,e.lineMirror[r]=!0):!0===n.mirror?(e.lineTickMirror[r]=!1,e.lineMirror[r]=!0):(e.lineTickMirror[r]=!1,e.lineMirror[r]=!1):e.lineMirror[r]=!1,\"showbackground\"in n&&!1!==n.showbackground?(e.backgroundEnable[r]=!0,e.backgroundColor[r]=o(n.backgroundcolor)):e.backgroundEnable[r]=!1):(e.tickEnable[r]=!1,e.labelEnable[r]=!1,e.lineEnable[r]=!1,e.lineTickEnable[r]=!1,e.gridEnable[r]=!1,e.zeroEnable[r]=!1,e.backgroundEnable[r]=!1)}},e.exports=i},{\"../../../lib/html2unicode\":726,\"../../../lib/str2rgbarray\":749}],816:[function(t,e,r){\"use strict\";function n(t,e,r,n){for(var i=r(\"bgcolor\"),s=a.combine(i,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],c=0;c<u.length;c++)r(\"camera.\"+u[c]+\".x\"),r(\"camera.\"+u[c]+\".y\"),r(\"camera.\"+u[c]+\".z\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),f=h?\"manual\":\"auto\",d=r(\"aspectmode\",f);h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===d&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode),l(t,e,{font:n.font,scene:n.id,data:n.fullData,bgColor:s,calendar:n.calendar}),o.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n),r(\"dragmode\",n.getDfltFromLayout(\"dragmode\")),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}var i=t(\"../../../lib\"),a=t(\"../../../components/color\"),o=t(\"../../../registry\"),s=t(\"../../subplot_defaults\"),l=t(\"./axis_defaults\"),u=t(\"./layout_attributes\");e.exports=function(t,e,r){function a(e){if(!o){return i.validate(t[e],u[e])?t[e]:void 0}}var o=e._basePlotModules.length>1;s(t,e,r,{type:\"gl3d\",attributes:u,handleDefaults:n,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:a,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":604,\"../../../lib\":728,\"../../../registry\":846,\"../../subplot_defaults\":838,\"./axis_defaults\":814,\"./layout_attributes\":817}],817:[function(t,e,r){\"use strict\";function n(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}var i=t(\"./axis_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(n(0,0,1),{}),center:a(n(0,0,0),{}),eye:a(n(1.25,1.25,1.25),{}),editType:\"camera\"},domain:{x:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1,editType:\"plot\"},{valType:\"number\",min:0,max:1,editType:\"plot\"}],dflt:[0,1],editType:\"plot\"},y:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1,editType:\"plot\"},{valType:\"number\",min:0,max:1,editType:\"plot\"}],dflt:[0,1],editType:\"plot\"},editType:\"plot\"},aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:i,yaxis:i,zaxis:i,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],dflt:\"turntable\",editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":728,\"../../../lib/extend\":717,\"./axis_attributes\":813}],818:[function(t,e,r){\"use strict\";function n(){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]}function i(t){var e=new n;return e.merge(t),e}var a=t(\"../../../lib/str2rgbarray\"),o=[\"xaxis\",\"yaxis\",\"zaxis\"];n.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[o[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=a(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=i},{\"../../../lib/str2rgbarray\":749}],819:[function(t,e,r){\"use strict\";function n(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}function i(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,i=t.fullSceneLayout,c=[[],[],[]],h=0;h<3;++h){var f=i[l[h]];if(f._length=(r[h].hi-r[h].lo)*r[h].pixelsPerDataUnit/t.dataScale[h],Math.abs(f._length)===1/0)c[h]=[];else{f.range[0]=r[h].lo/t.dataScale[h],f.range[1]=r[h].hi/t.dataScale[h],f._m=1/(t.dataScale[h]*r[h].pixelsPerDataUnit),f.range[0]===f.range[1]&&(f.range[0]-=1,f.range[1]+=1);var d=f.tickmode;if(\"auto\"===f.tickmode){f.tickmode=\"linear\";var p=f.nticks||o.constrain(f._length/40,4,9);a.autoTicks(f,Math.abs(f.range[1]-f.range[0])/p)}for(var m=a.calcTicks(f),g=0;g<m.length;++g)m[g].x=m[g].x*t.dataScale[h],m[g].text=s(m[g].text);c[h]=m,f.tickmode=d}}e.ticks=c;for(var h=0;h<3;++h){u[h]=.5*(t.glplot.bounds[0][h]+t.glplot.bounds[1][h]);for(var g=0;g<2;++g)e.bounds[g][h]=t.glplot.bounds[g][h]}t.contourLevels=n(c)}e.exports=i;var a=t(\"../../cartesian/axes\"),o=t(\"../../../lib\"),s=t(\"../../../lib/html2unicode\"),l=[\"xaxis\",\"yaxis\",\"zaxis\"],u=[0,0,0]},{\"../../../lib\":728,\"../../../lib/html2unicode\":726,\"../../cartesian/axes\":772}],820:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}function i(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}e.exports=i},{}],821:[function(t,e,r){\"use strict\";function n(t){function e(e,r){var n=t.fullSceneLayout[e];return g.tickText(n,n.d2l(r),\"hover\").text}var r,n=t.svgContainer,i=t.container.getBoundingClientRect(),a=i.width,o=i.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+a+\" \"+o),n.setAttributeNS(null,\"width\",a),n.setAttributeNS(null,\"height\",o),k(t),t.glplot.axes.update(t.axesOptions);for(var s=Object.keys(t.traces),l=null,u=t.glplot.selection,c=0;c<s.length;++c)r=t.traces[s[c]],\"skip\"!==r.data.hoverinfo&&r.handlePick(u)&&(l=r),r.setContourLevels&&r.setContourLevels();var h;if(null!==l){var f=_(t.glplot.cameraParams,u.dataCoordinate);r=l.data;var d=u.index,p=v.castHoverinfo(r,t.fullLayout,d),m=e(\"xaxis\",u.traceCoordinate[0]),y=e(\"yaxis\",u.traceCoordinate[1]),b=e(\"zaxis\",u.traceCoordinate[2]);if(\"all\"!==p){var x=p.split(\"+\");-1===x.indexOf(\"x\")&&(m=void 0),-1===x.indexOf(\"y\")&&(y=void 0),-1===x.indexOf(\"z\")&&(b=void 0),-1===x.indexOf(\"text\")&&(u.textLabel=void 0),-1===x.indexOf(\"name\")&&(l.name=void 0)}t.fullSceneLayout.hovermode&&v.loneHover({x:(.5+.5*f[0]/f[3])*a,y:(.5-.5*f[1]/f[3])*o,xLabel:m,yLabel:y,zLabel:b,text:u.textLabel,name:l.name,color:v.castHoverOption(r,d,\"bgcolor\")||l.color,borderColor:v.castHoverOption(r,d,\"bordercolor\"),fontFamily:v.castHoverOption(r,d,\"font.family\"),fontSize:v.castHoverOption(r,d,\"font.size\"),fontColor:v.castHoverOption(r,d,\"font.color\")},{container:n,gd:t.graphDiv});var w={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:r._input,fullData:r,curveNumber:r.index,pointNumber:d};v.appendArrayPointValue(w,r,d);var M={points:[w]};u.buttons&&u.distance<5?t.graphDiv.emit(\"plotly_click\",M):t.graphDiv.emit(\"plotly_hover\",M),h=M}else v.loneUnhover(n),t.graphDiv.emit(\"plotly_unhover\",h);t.drawAnnotations(t)}function i(t,e,r,i){var a={canvas:r,gl:i,container:t.container,axes:t.axesOptions,spikes:t.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1};if(t.staticMode){if(!(h||(c=document.createElement(\"canvas\"),h=d({canvas:c,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");a.pixelRatio=t.pixelRatio,a.gl=h,a.canvas=c}try{t.glplot=f(a)}catch(e){b(t)}var o=function(t){if(!1!==t.fullSceneLayout.dragmode){var e={};e[t.id+\".camera\"]=u(t.camera),t.saveCamera(t.graphDiv.layout),t.graphDiv.emit(\"plotly_relayout\",e)}};if(t.glplot.canvas.addEventListener(\"mouseup\",o.bind(null,t)),t.glplot.canvas.addEventListener(\"wheel\",o.bind(null,t)),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",function(t){m.warn(\"Lost WebGL context.\"),t.preventDefault()}),!t.camera){var s=t.fullSceneLayout.camera\n",
       ";t.camera=x(t.container,{center:[s.center.x,s.center.y,s.center.z],eye:[s.eye.x,s.eye.y,s.eye.z],up:[s.up.x,s.up.y,s.up.z],zoomMin:.1,zoomMax:100,mode:\"orbit\"})}return t.glplot.camera=t.camera,t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=n.bind(null,t),t.traces={},!0}function a(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\",r.appendChild(a),this.svgContainer=a,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=w(e[this.id]),this.spikeOptions=M(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=p.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=p.getComponentMethod(\"annotations3d\",\"draw\"),i(this,e)}function o(t,e,r,n,i){for(var a,o=0;o<e.length;++o)if(Array.isArray(e[o]))for(var s=0;s<e[o].length;++s)a=t.d2l(e[o][s],0,i),!isNaN(a)&&isFinite(a)&&(n[0][r]=Math.min(n[0][r],a),n[1][r]=Math.max(n[1][r],a));else a=t.d2l(e[o],0,i),!isNaN(a)&&isFinite(a)&&(n[0][r]=Math.min(n[0][r],a),n[1][r]=Math.max(n[1][r],a))}function s(t,e,r){var n=t.fullSceneLayout;o(n.xaxis,e.x,0,r,e.xcalendar),o(n.yaxis,e.y,1,r,e.ycalendar),o(n.zaxis,e.z,2,r,e.zcalendar)}function l(t){return[[t.eye.x,t.eye.y,t.eye.z],[t.center.x,t.center.y,t.center.z],[t.up.x,t.up.y,t.up.z]]}function u(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]}}}var c,h,f=t(\"gl-plot3d\"),d=t(\"webgl-context\"),p=t(\"../../registry\"),m=t(\"../../lib\"),g=t(\"../../plots/cartesian/axes\"),v=t(\"../../components/fx\"),y=t(\"../../lib/str2rgbarray\"),b=t(\"../../lib/show_no_webgl_msg\"),x=t(\"./camera\"),_=t(\"./project\"),w=t(\"./layout/convert\"),M=t(\"./layout/spikes\"),k=t(\"./layout/tick_marks\"),A=a.prototype;A.recoverContext=function(){function t(){return r.isContextLost()?void requestAnimationFrame(t):i(e,e.fullLayout,n,r)?void e.plot.apply(e,e.plotArgs):void m.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")}var e=this,r=this.glplot.gl,n=this.glplot.canvas;this.glplot.dispose(),requestAnimationFrame(t)};var T=[\"xaxis\",\"yaxis\",\"zaxis\"];A.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,l,u,c=e[this.id],h=r[this.id];c.bgcolor?this.glplot.clearColor=y(c.bgcolor):this.glplot.clearColor=[0,0,0,0],this.glplot.snapToData=!0,this.fullLayout=e,this.fullSceneLayout=c,this.glplotLayout=c,this.axesOptions.merge(c),this.spikeOptions.merge(c),this.setCamera(c.camera),this.updateFx(c.dragmode,c.hovermode),this.glplot.update({}),this.setConvert(l),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)n=t[a],!0===n.visible&&s(this,n,f);var d=[1,1,1];for(o=0;o<3;++o)f[0][o]>f[1][o]?d[o]=1:f[1][o]===f[0][o]?d[o]=1:d[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=d,this.convertAnnotations(this),a=0;a<t.length;++a)n=t[a],!0===n.visible&&(i=this.traces[n.uid],i?i.update(n):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible)continue t;i=this.traces[p[a]],i.dispose(),delete this.traces[p[a]]}this.glplot.objects.sort(function(t,e){return t._trace.data.index-e._trace.data.index});var m=[[0,0,0],[0,0,0]],g=[],v={};for(a=0;a<3;++a){if(l=c[T[a]],u=l.type,u in v?(v[u].acc*=d[a],v[u].count+=1):v[u]={acc:d[a],count:1},l.autorange){m[0][a]=1/0,m[1][a]=-1/0;var b=this.glplot.objects,x=this.fullSceneLayout.annotations||[],_=l._name.charAt(0);for(o=0;o<b.length;o++){var w=b[o].bounds;m[0][a]=Math.min(m[0][a],w[0][a]/d[a]),m[1][a]=Math.max(m[1][a],w[1][a]/d[a])}for(o=0;o<x.length;o++){var M=x[o];if(M.visible){var k=l.r2l(M[_]);m[0][a]=Math.min(m[0][a],k),m[1][a]=Math.max(m[1][a],k)}}if(\"rangemode\"in l&&\"tozero\"===l.rangemode&&(m[0][a]=Math.min(m[0][a],0),m[1][a]=Math.max(m[1][a],0)),m[0][a]>m[1][a])m[0][a]=-1,m[1][a]=1;else{var A=m[1][a]-m[0][a];m[0][a]-=A/32,m[1][a]+=A/32}}else{var S=l.range;m[0][a]=l.r2l(S[0]),m[1][a]=l.r2l(S[1])}m[0][a]===m[1][a]&&(m[0][a]-=1,m[1][a]+=1),g[a]=m[1][a]-m[0][a],this.glplot.bounds[0][a]=m[0][a]*d[a],this.glplot.bounds[1][a]=m[1][a]*d[a]}var E=[1,1,1];for(a=0;a<3;++a){l=c[T[a]],u=l.type;var L=v[u];E[a]=Math.pow(L.acc,1/L.count)/d[a]}var C;if(\"auto\"===c.aspectmode)C=Math.max.apply(null,E)/Math.min.apply(null,E)<=4?E:[1,1,1];else if(\"cube\"===c.aspectmode)C=[1,1,1];else if(\"data\"===c.aspectmode)C=E;else{if(\"manual\"!==c.aspectmode)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var 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f=h.getContext(\"2d\"),d=f.createImageData(r,n);d.data.set(i),f.putImageData(d,0,0);var p;switch(t){case\"jpeg\":p=h.toDataURL(\"image/jpeg\");break;case\"webp\":p=h.toDataURL(\"image/webp\");break;default:p=h.toDataURL(\"image/png\")}return this.staticMode&&this.container.removeChild(c),p},A.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[T[t]];g.setConvert(e,this.fullLayout),e.setScale=m.noop}},e.exports=a},{\"../../components/fx\":645,\"../../lib\":728,\"../../lib/show_no_webgl_msg\":747,\"../../lib/str2rgbarray\":749,\"../../plots/cartesian/axes\":772,\"../../registry\":846,\"./camera\":810,\"./layout/convert\":815,\"./layout/spikes\":818,\"./layout/tick_marks\":819,\"./project\":820,\"gl-plot3d\":221,\"webgl-context\":563}],822:[function(t,e,r){\"use strict\";var n=t(\"./font_attributes\"),i=t(\"../components/color/attributes\"),a=n({editType:\"calc\"});a.family.dflt='\"Open Sans\", verdana, arial, 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strict\";e.exports={styleUrlPrefix:\"mapbox://styles/mapbox/\",styleUrlSuffix:\"v9\",controlContainerClassName:\"mapboxgl-control-container\",noAccessTokenErrorMsg:[\"Missing Mapbox access token.\",\"Mapbox trace type require a Mapbox access token to be registered.\",\"For example:\",\"  Plotly.plot(gd, data, layout, { mapboxAccessToken: 'my-access-token' });\",\"More info here: https://www.mapbox.com/help/define-access-token/\"].join(\"\\n\"),mapOnErrorMsg:\"Mapbox error.\"}},{}],824:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=t.split(\" \"),i=r[0],a=r[1],o=Array.isArray(e)?n.mean(e):e,s=.5+o/100,l=1.5+o/100,u=[\"\",\"\"],c=[0,0];switch(i){case\"top\":u[0]=\"top\",c[1]=-l;break;case\"bottom\":u[0]=\"bottom\",c[1]=l}switch(a){case\"left\":u[1]=\"right\",c[0]=-s;break;case\"right\":u[1]=\"left\",c[0]=s}var h;return h=u[0]&&u[1]?u.join(\"-\"):u[0]?u[0]:u[1]?u[1]:\"center\",{anchor:h,offset:c}}},{\"../../lib\":728}],825:[function(t,e,r){\"use 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h=s[c],f=o.getSubplotCalcData(r,\"mapbox\",h),d=e[h],p=d._subplot;d.accesstoken=u,p||(p=l({gd:t,container:e._glcontainer.node(),id:h,fullLayout:e,staticPlot:t._context.staticPlot}),e[h]._subplot=p),p.viewInitial||(p.viewInitial={center:a.extendFlat({},d.center),zoom:d.zoom,bearing:d.bearing,pitch:d.pitch}),p.plot(f,e,t._promises)}},r.clean=function(t,e,r,n){for(var i=o.getSubplotIds(n,\"mapbox\"),a=0;a<i.length;a++){var s=i[a];!e[s]&&n[s]._subplot&&n[s]._subplot.destroy()}},r.toSVG=function(t){for(var e=t._fullLayout,r=o.getSubplotIds(e,\"mapbox\"),n=e._size,i=0;i<r.length;i++){var a=e[r[i]],l=a.domain,u=a._subplot,c=u.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:s.svg,\"xlink:href\":c,x:n.l+n.w*l.x[0],y:n.t+n.h*(1-l.y[1]),width:n.w*(l.x[1]-l.x[0]),height:n.h*(l.y[1]-l.y[0]),preserveAspectRatio:\"none\"}),u.destroy()}},r.updateFx=function(t){for(var e=o.getSubplotIds(t,\"mapbox\"),r=0;r<e.length;r++){t[e[r]]._subplot.updateFx(t)}}},{\"../../constants/xmlns_namespaces\":709,\"../../lib\":728,\"../plots\":831,\"./constants\":823,\"./layout_attributes\":827,\"./layout_defaults\":828,\"./mapbox\":829,\"mapbox-gl\":343}],826:[function(t,e,r){\"use strict\";function n(t,e){this.mapbox=t,this.map=t.map,this.uid=t.uid+\"-layer\"+e,this.idSource=this.uid+\"-source\",this.idLayer=this.uid+\"-layer\",this.sourceType=null,this.source=null,this.layerType=null,this.below=null,this.visible=!1}function i(t){var e=t.source;return s.isPlainObject(e)||\"string\"==typeof e&&e.length>0}function a(t){var e={},r={};switch(t.type){case\"circle\":s.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":s.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity});break;case\"fill\":s.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var n=t.symbol,i=l(n.textposition,n.iconsize);s.extendFlat(e,{\"icon-image\":n.icon+\"-15\",\"icon-size\":n.iconsize/10,\"text-field\":n.text,\"text-size\":n.textfont.size,\"text-anchor\":i.anchor,\"text-offset\":i.offset}),s.extendFlat(r,{\"icon-color\":t.color,\"text-color\":n.textfont.color,\"text-opacity\":t.opacity})}return{layout:e,paint:r}}function o(t){var e,r=t.sourcetype,n=t.source,i={type:r},a=\"string\"==typeof n;return\"geojson\"===r?e=\"data\":\"vector\"===r&&(e=a?\"url\":\"tiles\"),i[e]=n,i}var s=t(\"../../lib\"),l=t(\"./convert_text_opts\"),u=n.prototype;u.update=function(t){this.visible?this.needsNewSource(t)?(this.updateLayer(t),this.updateSource(t)):this.needsNewLayer(t)&&this.updateLayer(t):(this.updateSource(t),this.updateLayer(t)),this.updateStyle(t),this.visible=i(t)},u.needsNewSource=function(t){return this.sourceType!==t.sourcetype||this.source!==t.source||this.layerType!==t.type},u.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==t.below},u.updateSource=function(t){var e=this.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,i(t)){var r=o(t);e.addSource(this.idSource,r)}},u.updateLayer=function(t){var e=this.map;if(e.getLayer(this.idLayer)&&e.removeLayer(this.idLayer),this.layerType=t.type,i(t)){e.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type},t.below);var r={visibility:\"visible\"};this.mapbox.setOptions(this.idLayer,\"setLayoutProperty\",r)}},u.updateStyle=function(t){var e=a(t);i(t)&&(this.mapbox.setOptions(this.idLayer,\"setLayoutProperty\",e.layout),this.mapbox.setOptions(this.idLayer,\"setPaintProperty\",e.paint))},u.dispose=function(){var t=this.map;t.removeLayer(this.idLayer),t.removeSource(this.idSource)},e.exports=function(t,e,r){var i=new n(t,e);return i.update(r),i}},{\"../../lib\":728,\"./convert_text_opts\":824}],827:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\").defaultLine,a=t(\"../font_attributes\"),o=t(\"../../traces/scatter/attributes\").textposition,s=t(\"../../plot_api/edit_types\").overrideAll,l=a({});l.family.dflt=\"Open Sans Regular, Arial Unicode MS 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a=t(\"../../lib\"),o=t(\"../subplot_defaults\"),s=t(\"./layout_attributes\");e.exports=function(t,e,r){o(t,e,r,{type:\"mapbox\",attributes:s,handleDefaults:n,partition:\"y\"})}},{\"../../lib\":728,\"../subplot_defaults\":838,\"./layout_attributes\":827}],829:[function(t,e,r){\"use strict\";function n(t){this.id=t.id,this.gd=t.gd,this.container=t.container,this.isStatic=t.staticPlot;var e=t.fullLayout;this.uid=e._uid+\"-\"+this.id,this.opts=e[this.id],this.div=null,this.xaxis=null,this.yaxis=null,this.createFramework(e),this.map=null,this.accessToken=null,this.styleObj=null,this.traceHash={},this.layerList=[]}function i(t){var e=d.style.values,r=d.style.dflt,n={};return u.isPlainObject(t)?(n.id=t.id,n.style=t):\"string\"==typeof t?(n.id=t,n.style=-1!==e.indexOf(t)?a(t):t):(n.id=r,n.style=a(r)),n}function a(t){return f.styleUrlPrefix+t+\"-\"+f.styleUrlSuffix}function o(t){return[t.lon,t.lat]}var 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n=t(\"../../../components/color/attributes\"),i=t(\"./axis_attributes\"),a=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=a({domain:{x:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]},y:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]}},bgcolor:{valType:\"color\",dflt:n.background},sum:{valType:\"number\",dflt:1,min:0},aaxis:i,baxis:i,caxis:i},\"plot\",\"from-root\")},{\"../../../components/color/attributes\":603,\"../../../plot_api/edit_types\":756,\"./axis_attributes\":841}],845:[function(t,e,r){\"use strict\";function n(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e)}function i(t){a.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}var 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r,n,i,a,o,s,l=this,d=t.domain,p=(d.x[0]+d.x[1])/2,m=(d.y[0]+d.y[1])/2,g=d.x[1]-d.x[0],v=d.y[1]-d.y[0],y=g*e.w,b=v*e.h,x=t.sum,w=t.aaxis.min,M=t.baxis.min,k=t.caxis.min;y>_*b?(a=b,i=a*_):(i=y,a=i/_),o=g*i/y,s=v*a/b,r=e.l+e.w*p-i/2,n=e.t+e.h*(1-m)-a/2,l.x0=r,l.y0=n,l.w=i,l.h=a,l.sum=x,l.xaxis={type:\"linear\",range:[w+2*k-x,x-w-2*M],domain:[p-o/2,p+o/2],_id:\"x\"},h(l.xaxis,l.graphDiv._fullLayout),l.xaxis.setScale(),l.xaxis.isPtWithinRange=function(t){return t.a>=l.aaxis.range[0]&&t.a<=l.aaxis.range[1]&&t.b>=l.baxis.range[1]&&t.b<=l.baxis.range[0]&&t.c>=l.caxis.range[1]&&t.c<=l.caxis.range[0]},l.yaxis={type:\"linear\",range:[w,x-M-k],domain:[m-s/2,m+s/2],_id:\"y\"},h(l.yaxis,l.graphDiv._fullLayout),l.yaxis.setScale(),l.yaxis.isPtWithinRange=function(){return!0};var 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w=b.MINZOOM/2+.87,M=\"m-0.87,.5h\"+w+\"v3h-\"+(w+5.2)+\"l\"+(w/2+2.6)+\",-\"+(.87*w+4.5)+\"l2.6,1.5l-\"+w/2+\",\"+.87*w+\"Z\",k=\"m0.87,.5h-\"+w+\"v3h\"+(w+5.2)+\"l-\"+(w/2+2.6)+\",-\"+(.87*w+4.5)+\"l-2.6,1.5l\"+w/2+\",\"+.87*w+\"Z\",A=\"m0,1l\"+w/2+\",\"+.87*w+\"l2.6,-1.5l-\"+(w/2+2.6)+\",-\"+(.87*w+4.5)+\"l-\"+(w/2+2.6)+\",\"+(.87*w+4.5)+\"l2.6,1.5l\"+w/2+\",-\"+.87*w+\"Z\",T=!0;x.initInteractions=function(){function t(t,e,r){var n=F.getBoundingClientRect();w=e-n.left,S=r-n.top,E={a:R.aaxis.range[0],b:R.baxis.range[1],c:R.caxis.range[1]},C=E,L=R.aaxis.range[1]-E.a,I=o(R.graphDiv._fullLayout[R.id].bgcolor).getLuminance(),z=\"M0,\"+R.h+\"L\"+R.w/2+\", 0L\"+R.w+\",\"+R.h+\"Z\",D=!1,P=N.append(\"path\").attr(\"class\",\"zoombox\").attr(\"transform\",\"translate(\"+R.x0+\", \"+R.y0+\")\").style({fill:I>.2?\"rgba(0,0,0,0)\":\"rgba(255,255,255,0)\",\"stroke-width\":0}).attr(\"d\",z),O=N.append(\"path\").attr(\"class\",\"zoombox-corners\").attr(\"transform\",\"translate(\"+R.x0+\", 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s=\"translate(\"+-t+\",\"+-e+\")\";if(R.clipDefRelative.select(\"path\").attr(\"transform\",s),R.aaxis.range=[C.a,R.sum-C.b-C.c],R.baxis.range=[R.sum-C.a-C.c,C.b],R.caxis.range=[R.sum-C.a-C.b,C.c],R.drawAxes(!1),R.plotContainer.selectAll(\".crisp\").classed(\"crisp\",!1),R._hasClipOnAxisFalse){var l=R.plotContainer.select(\".scatterlayer\").selectAll(\".points\");l.selectAll(\".point\").call(c.hideOutsideRangePoints,R),l.selectAll(\".textpoint\").call(c.hideOutsideRangePoints,R)}}function p(t,e){if(t){var r={};r[R.id+\".aaxis.min\"]=C.a,r[R.id+\".baxis.min\"]=C.b,r[R.id+\".caxis.min\"]=C.c,s.relayout(j,r)}else 2===e&&x()}function v(){N.selectAll(\".select-outline\").remove()}function x(){var t={};t[R.id+\".aaxis.min\"]=0,t[R.id+\".baxis.min\"]=0,t[R.id+\".caxis.min\"]=0,j.emit(\"plotly_doubleclick\",null),s.relayout(j,t)}var 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i=n.traces[e];i&&d(r.modules[e]._module.attributes,i)}}function a(t,e){var n=r.componentsRegistry[t].schema;if(n&&n.transforms){var i=n.transforms[e];i&&d(r.transformsRegistry[e].attributes,i)}}function o(t,e){var n=r.componentsRegistry[t].schema;if(n&&n.subplots){var i=r.subplotsRegistry[e],a=i.layoutAttributes,o=\"subplot\"===i.attr?i.name:i.attr;Array.isArray(o)&&(o=o[0]);var s=n.subplots[o];a&&s&&d(a,s)}}function s(t){return\"object\"==typeof t&&(t=t.type),t}var l=t(\"./lib/loggers\"),u=t(\"./lib/noop\"),c=t(\"./lib/push_unique\"),h=t(\"./lib/extend\"),f=h.extendFlat,d=h.extendDeepAll,p=t(\"./plots/attributes\"),m=t(\"./plots/layout_attributes\");r.modules={},r.allCategories={},r.allTypes=[],r.subplotsRegistry={},r.transformsRegistry={},r.componentsRegistry={},r.layoutArrayContainers=[],r.layoutArrayRegexes=[],r.traceLayoutAttributes={},r.register=function(t,e,n,a){if(r.modules[e])return void l.log(\"Type \"+e+\" already registered\");for(var 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val(pB, dim1B) + val(pC, dim1C) + val(pD, dim1D));\\n\\n    vec2 dimensionToggle = vec2(x, 1.0 - x);\\n\\n    vec2 scatterToggle = vec2(scatter, 1.0 - scatter);\\n\\n    float y = dot(yy, dimensionToggle);\\n    mat2 xy = mat2(viewBoxSize * yy + dimensionToggle, viewBoxSize * vec2(x, y));\\n\\n    vec2 viewBoxXY = viewBoxPosition + xy * scatterToggle;\\n\\n    float depthOrHide = depth + 2.0 * (1.0 - show);\\n\\n    gl_Position = vec4(\\n        xyProjection * (2.0 * viewBoxXY / resolution - 1.0),\\n        depthOrHide,\\n        1.0\\n    );\\n\\n    // pick coloring\\n    fragColor = vec4(pf.rgb, 1.0);\\n}\\n\":\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 p0, p1, p2, p3,\\n               p4, p5, p6, p7,\\n               p8, p9, pa, pb,\\n               pc, pd, pe;\\n\\nattribute vec4 pf;\\n\\nuniform mat4 dim1A, dim2A, dim1B, dim2B, dim1C, dim2C, dim1D, dim2D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution,\\n             viewBoxPosition,\\n             viewBoxSize;\\n\\nuniform sampler2D palette;\\n\\nuniform vec2 colorClamp;\\n\\nuniform float scatter;\\n\\nvarying vec4 fragColor;\\n\\nvec4 zero = vec4(0, 0, 0, 0);\\nvec4 unit = vec4(1, 1, 1, 1);\\nvec2 xyProjection = vec2(1, 1);\\n\\nmat4 mclamp(mat4 m, mat4 lo, mat4 hi) {\\n    return mat4(clamp(m[0], lo[0], hi[0]),\\n                clamp(m[1], lo[1], hi[1]),\\n                clamp(m[2], lo[2], hi[2]),\\n                clamp(m[3], lo[3], hi[3]));\\n}\\n\\nbool mshow(mat4 p, mat4 lo, mat4 hi) {\\n    return mclamp(p, lo, hi) == p;\\n}\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * unit, unit);\\n}\\n\\nvoid main() {\\n\\n    float x = 0.5 * sign(pf[3]) + 0.5;\\n    float prominence = abs(pf[3]);\\n    float depth = 1.0 - prominence;\\n\\n    mat4 pA = mat4(p0, p1, p2, p3);\\n    mat4 pB = mat4(p4, p5, p6, p7);\\n    mat4 pC = mat4(p8, p9, pa, pb);\\n    mat4 pD = mat4(pc, pd, pe, abs(pf));\\n\\n    float show = float(mshow(pA, loA, hiA) &&\\n                       mshow(pB, loB, hiB) &&\\n                       mshow(pC, loC, hiC) &&\\n                       mshow(pD, loD, hiD));\\n\\n    vec2 yy = show * vec2(val(pA, dim2A) + val(pB, dim2B) + val(pC, dim2C) + val(pD, dim2D),\\n                          val(pA, dim1A) + val(pB, dim1B) + val(pC, dim1C) + val(pD, dim1D));\\n\\n    vec2 dimensionToggle = vec2(x, 1.0 - x);\\n\\n    vec2 scatterToggle = vec2(scatter, 1.0 - scatter);\\n\\n    float y = dot(yy, dimensionToggle);\\n    mat2 xy = mat2(viewBoxSize * yy + dimensionToggle, viewBoxSize * vec2(x, y));\\n\\n    vec2 viewBoxXY = viewBoxPosition + xy * scatterToggle;\\n\\n    float depthOrHide = depth + 2.0 * (1.0 - show);\\n\\n    gl_Position = vec4(\\n        xyProjection * (2.0 * viewBoxXY / resolution - 1.0),\\n        depthOrHide,\\n        1.0\\n    );\\n\\n    // visible coloring\\n    float clampedColorIndex = clamp((prominence - colorClamp[0]) / (colorClamp[1] - colorClamp[0]), 0.0, 1.0);\\n    fragColor = texture2D(palette, vec2((clampedColorIndex * 255.0 + 0.5) / 256.0, 0.5));\\n}\\n\",frag:\"precision lowp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\",primitive:\"lines\",lineWidth:1,attributes:P,uniforms:{resolution:O.prop(\"resolution\"),viewBoxPosition:O.prop(\"viewBoxPosition\"),viewBoxSize:O.prop(\"viewBoxSize\"),dim1A:O.prop(\"dim1A\"),dim2A:O.prop(\"dim2A\"),dim1B:O.prop(\"dim1B\"),dim2B:O.prop(\"dim2B\"),dim1C:O.prop(\"dim1C\"),dim2C:O.prop(\"dim2C\"),dim1D:O.prop(\"dim1D\"),dim2D:O.prop(\"dim2D\"),loA:O.prop(\"loA\"),hiA:O.prop(\"hiA\"),loB:O.prop(\"loB\"),hiB:O.prop(\"hiB\"),loC:O.prop(\"loC\"),hiC:O.prop(\"hiC\"),loD:O.prop(\"loD\"),hiD:O.prop(\"hiD\"),palette:R,colorClamp:O.prop(\"colorClamp\"),scatter:O.prop(\"scatter\")},offset:O.prop(\"offset\"),count:O.prop(\"count\")}),j=[0,1],N=[];return{setColorDomain:y,render:x,readPixel:w,readPixels:M,destroy:O.destroy}}},{\"./constants\":1001,regl:499}],1005:[function(t,e,r){\"use strict\";function n(t){return!(\"visible\"in t)||t.visible}function i(t){var e=t.range?t.range[0]:b.min(t.values),r=t.range?t.range[1]:b.max(t.values);return!isNaN(e)&&isFinite(e)||(e=0),!isNaN(r)&&isFinite(r)||(r=0),e===r&&(void 0===e?(e=0,r=1):0===e?(e-=1,r+=1):(e*=.9,r*=1.1)),[e,r]}function a(t,e){var r,n,i,a,o;for(r=0,n=t.range(),i=1/0,a=n[0],o;r<n.length;r++){if((o=Math.abs(n[r]-e))>i)return a;i=o,a=n[r]}return n[n.length-1]}function o(t,e){return function(r,n){if(e){var i=e[n];return null===i||void 0===i?t(r):i}return t(r)}}function s(t,e,r){var n=i(r),a=r.ticktext;return r.tickvals?b.scale.ordinal().domain(r.tickvals.map(o(b.format(r.tickformat),a))).range(r.tickvals.map(function(t){return(t-n[0])/(n[1]-n[0])}).map(function(r){return t-e+r*(e-(t-e))})):b.scale.linear().domain(n).range([t-e,e])}function l(t,e){return b.scale.linear().range([t-e,e])}function u(t){return b.scale.linear().domain(i(t))}function c(t){var e=i(t);return t.tickvals&&b.scale.ordinal().domain(t.tickvals).range(t.tickvals.map(function(t){return(t-e[0])/(e[1]-e[0])}))}function h(t){var e=t.map(function(t){return t[0]}),r=t.map(function(t){return t[1]}),n=r.map(function(t){return b.rgb(t)}),i=function(t){return function(e){return e[t]}},a=\"rgb\".split(\"\").map(function(t){return b.scale.linear().clamp(!0).domain(e).range(n.map(i(t)))});return function(t){return a.map(function(e){return e(t)})}}function f(t,e,r){var i=M(e),a=i.trace,o=i.lineColor,s=i.cscale,l=a.line,c=a.domain,f=a.dimensions,d=t.width,p=a.labelfont,m=a.tickfont,g=a.rangefont,b=y.extendDeep({},l,{color:o.map(u({values:o,range:[l.cmin,l.cmax]})),blockLineCount:v.blockLineCount,canvasOverdrag:v.overdrag*v.canvasPixelRatio}),x=Math.floor(d*(c.x[1]-c.x[0])),_=Math.floor(t.height*(c.y[1]-c.y[0])),w=t.margin||{l:80,r:80,t:100,b:80},k=x,A=_;return{key:r,colCount:f.filter(n).length,dimensions:f,tickDistance:v.tickDistance,unitToColor:h(s),lines:b,labelFont:p,tickFont:m,rangeFont:g,translateX:c.x[0]*d,translateY:t.height-c.y[1]*t.height,pad:w,canvasWidth:k*v.canvasPixelRatio+2*b.canvasOverdrag,canvasHeight:A*v.canvasPixelRatio,width:k,height:A,canvasPixelRatio:v.canvasPixelRatio}}function d(t){var e=t.width,r=t.height,i=t.dimensions,a=t.canvasPixelRatio,o=function(r){return e*r/Math.max(1,t.colCount-1)},h=v.verticalPadding/(r*a),f=1-2*h,d=function(t){return h+f*t},p={key:t.key,xScale:o,model:t},m={};return p.dimensions=i.filter(n).map(function(e,n){var i=u(e),h=m[e.label];return m[e.label]=(h||0)+1,{key:e.label+(h?\"__\"+h:\"\"),label:e.label,tickFormat:e.tickformat,tickvals:e.tickvals,ticktext:e.ticktext,ordinal:!!e.tickvals,scatter:v.scatter||e.scatter,xIndex:n,crossfilterDimensionIndex:n,visibleIndex:e._index,height:r,values:e.values,paddedUnitValues:e.values.map(i).map(d),xScale:o,x:o(n),canvasX:o(n)*a,unitScale:l(r,v.verticalPadding),domainScale:s(r,v.verticalPadding,e),ordinalScale:c(e),domainToUnitScale:i,filter:e.constraintrange?e.constraintrange.map(i):[0,1],parent:p,model:t}}),p}function p(t){return v.layers.map(function(e){return{key:e,context:\"contextLineLayer\"===e,pick:\"pickLineLayer\"===e,viewModel:t,model:t.model}})}function m(t){t.classed(v.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\").style(\"user-select\",\"none\")}var g=t(\"./lines\"),v=t(\"./constants\"),y=t(\"../../lib\"),b=t(\"d3\"),x=t(\"../../components/drawing\"),_=t(\"../../lib/gup\").keyFun,w=t(\"../../lib/gup\").repeat,M=t(\"../../lib/gup\").unwrap;e.exports=function(t,e,r,n,i){function o(t){var e=t.selectAll(\"defs\").data(w,_);e.enter().append(\"defs\");var r=e.selectAll(\"#\"+v.id.filterBarPattern).data(w,_);r.enter().append(\"pattern\").attr(\"id\",v.id.filterBarPattern).attr(\"patternUnits\",\"userSpaceOnUse\"),r.attr(\"x\",-v.bar.width).attr(\"width\",v.bar.capturewidth).attr(\"height\",function(t){return t.model.height});var n=r.selectAll(\"rect\").data(w,_);n.enter().append(\"rect\").attr(\"shape-rendering\",\"crispEdges\"),n.attr(\"height\",function(t){return t.model.height}).attr(\"width\",v.bar.width).attr(\"x\",v.bar.width/2).attr(\"fill\",v.bar.fillcolor).attr(\"fill-opacity\",v.bar.fillopacity).attr(\"stroke\",v.bar.strokecolor).attr(\"stroke-opacity\",v.bar.strokeopacity).attr(\"stroke-width\",v.bar.strokewidth)}function s(t){return t.dimensions.some(function(t){return 0!==t.filter[0]||1!==t.filter[1]})}function l(t,e){for(var r=e.panels||(e.panels=[]),n=t.each(function(t){return t})[e.key].map(function(t){return t.__data__}),i=n.length-1,a=0;a<1;a++)for(var o=0;o<i;o++){var s=r[o+a*i]||(r[o+a*i]={}),l=n[o],u=n[o+1];s.dim1=l,s.dim2=u,s.canvasX=l.canvasX,s.panelSizeX=u.canvasX-l.canvasX,s.panelSizeY=e.model.canvasHeight/1,s.y=a*s.panelSizeY,s.canvasY=e.model.canvasHeight-s.y-s.panelSizeY}}function u(t,e){for(var r=e.panels||(e.panels=[]),n=t.each(function(t){return t})[e.key].map(function(t){return t.__data__}),i=n.length-1,a=i,o=0;o<i;o++)for(var s=0;s<i;s++){var l=r[s+o*i]||(r[s+o*i]={}),u=n[s],c=n[s+1];l.dim1=n[o+1],l.dim2=c,l.canvasX=u.canvasX,l.panelSizeX=c.canvasX-u.canvasX,l.panelSizeY=e.model.canvasHeight/a,l.y=o*l.panelSizeY,l.canvasY=e.model.canvasHeight-l.y-l.panelSizeY}}function c(t,e){return(v.scatter?u:l)(t,e)}function h(t){return t.ordinal?function(){return\"\"}:b.format(t.tickFormat)}function y(){W=!0,T=!0}function k(t){S=!1;var e=t.parent,r=t.brush.extent(),n=e.dimensions,i=n[t.xIndex].filter,a=W&&r[0]===r[1];a&&(t.brush.clear(),b.select(this).select(\"rect.extent\").attr(\"y\",-100));var o=a?[0,1]:r.slice();if(o[0]!==i[0]||o[1]!==i[1]){n[t.xIndex].filter=o,e.focusLineLayer&&e.focusLineLayer.render(e.panels,!0);var l=s(e);!X&&l?(e.contextLineLayer&&e.contextLineLayer.render(e.panels,!0),X=!0):X&&!l&&(e.contextLineLayer&&e.contextLineLayer.render(e.panels,!0,!0),X=!1)}W=!1}function A(t){var e=t.parent,r=t.brush.extent(),n=r[0]===r[1],o=e.dimensions,s=o[t.xIndex].filter;if(!n&&t.ordinal&&(s[0]=a(t.ordinalScale,s[0]),s[1]=a(t.ordinalScale,s[1]),s[0]===s[1]&&(s[0]=Math.max(0,s[0]-.05),s[1]=Math.min(1,s[1]+.05)),b.select(this).transition().duration(150).call(t.brush.extent(s)),e.focusLineLayer.render(e.panels,!0)),e.pickLineLayer&&e.pickLineLayer.render(e.panels,!0),S=!0,T=\"ending\",i&&i.filterChanged){var l=t.domainToUnitScale.invert,u=s.map(l);i.filterChanged(e.key,t.visibleIndex,u)}}var T=!1,S=!0,E=r.filter(function(t){return M(t).trace.visible}).map(f.bind(0,n)).map(d);t.selectAll(\".\"+v.cn.parcoordsLineLayers).remove();var L=t.selectAll(\".\"+v.cn.parcoordsLineLayers).data(E,_);L.enter().insert(\"div\",\".\"+e.attr(\"class\").split(\" \").join(\" .\")).classed(v.cn.parcoordsLineLayers,!0).style(\"box-sizing\",\"content-box\"),L.style(\"transform\",function(t){return\"translate(\"+(t.model.translateX-v.overdrag)+\"px,\"+t.model.translateY+\"px)\"});var C=L.selectAll(\".\"+v.cn.parcoordsLineLayer).data(p,_),I={renderers:[],dimensions:[]},z=null;C.enter().append(\"canvas\").attr(\"class\",function(t){return v.cn.parcoordsLineLayer+\" \"+(t.context?\"context\":t.pick?\"pick\":\"focus\")}).style(\"box-sizing\",\"content-box\").style(\"float\",\"left\").style(\"clear\",\"both\").style(\"left\",0).style(\"overflow\",\"visible\").style(\"position\",\"absolute\").filter(function(t){return t.pick}).on(\"mousemove\",function(t){if(S&&t.lineLayer&&i&&i.hover){var e=b.event,r=this.width,n=this.height,a=b.mouse(this),o=a[0],s=a[1];if(o<0||s<0||o>=r||s>=n)return;var l=t.lineLayer.readPixel(o,n-1-s),u=0!==l[3],c=u?l[2]+256*(l[1]+256*l[0]):null,h={x:o,y:s,clientX:e.clientX,clientY:e.clientY,dataIndex:t.model.key,curveNumber:c};c!==z&&(u?i.hover(h):i.unhover&&i.unhover(h),z=c)}}),C.style(\"margin\",function(t){var e=t.model.pad;return e.t+\"px \"+e.r+\"px \"+e.b+\"px \"+e.l+\"px\"}).attr(\"width\",function(t){return t.model.canvasWidth\n",
       "}).attr(\"height\",function(t){return t.model.canvasHeight}).style(\"width\",function(t){return t.model.width+2*v.overdrag+\"px\"}).style(\"height\",function(t){return t.model.height+\"px\"}).style(\"opacity\",function(t){return t.pick?.01:1}),e.style(\"background\",\"rgba(255, 255, 255, 0)\");var D=e.selectAll(\".\"+v.cn.parcoords).data(E,_);D.exit().remove(),D.enter().append(\"g\").classed(v.cn.parcoords,!0).attr(\"overflow\",\"visible\").style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"overflow\",\"visible\").style(\"shape-rendering\",\"crispEdges\").style(\"pointer-events\",\"none\").call(o),D.attr(\"width\",function(t){return t.model.width+t.model.pad.l+t.model.pad.r}).attr(\"height\",function(t){return t.model.height+t.model.pad.t+t.model.pad.b}).attr(\"transform\",function(t){return\"translate(\"+t.model.translateX+\",\"+t.model.translateY+\")\"});var P=D.selectAll(\".\"+v.cn.parcoordsControlView).data(w,_);P.enter().append(\"g\").classed(v.cn.parcoordsControlView,!0).style(\"box-sizing\",\"content-box\"),P.attr(\"transform\",function(t){return\"translate(\"+t.model.pad.l+\",\"+t.model.pad.t+\")\"});var O=P.selectAll(\".\"+v.cn.yAxis).data(function(t){return t.dimensions},_);O.enter().append(\"g\").classed(v.cn.yAxis,!0).each(function(t){I.dimensions.push(t)}),P.each(function(t){c(O,t)}),C.each(function(t){t.lineLayer=g(this,t.model.lines,t.model.canvasWidth,t.model.canvasHeight,t.viewModel.dimensions,t.viewModel.panels,t.model.unitToColor,t.context,t.pick,v.scatter),t.viewModel[t.key]=t.lineLayer,I.renderers.push(function(){t.lineLayer.render(t.viewModel.panels,!0)}),t.lineLayer.render(t.viewModel.panels,!t.context)}),O.attr(\"transform\",function(t){return\"translate(\"+t.xScale(t.xIndex)+\", 0)\"}),O.call(b.behavior.drag().origin(function(t){return t}).on(\"drag\",function(t){var e=t.parent;S=!1,T||(t.x=Math.max(-v.overdrag,Math.min(t.model.width+v.overdrag,b.event.x)),t.canvasX=t.x*t.model.canvasPixelRatio,O.sort(function(t,e){return t.x-e.x}).each(function(e,r){e.xIndex=r,e.x=t===e?e.x:e.xScale(e.xIndex),e.canvasX=e.x*e.model.canvasPixelRatio}),c(O,e),O.filter(function(e){return 0!==Math.abs(t.xIndex-e.xIndex)}).attr(\"transform\",function(t){return\"translate(\"+t.xScale(t.xIndex)+\", 0)\"}),b.select(this).attr(\"transform\",\"translate(\"+t.x+\", 0)\"),O.each(function(r,n,i){i===t.parent.key&&(e.dimensions[n]=r)}),e.contextLineLayer&&e.contextLineLayer.render(e.panels,!1,!s(e)),e.focusLineLayer.render&&e.focusLineLayer.render(e.panels))}).on(\"dragend\",function(t){var e=t.parent;if(T)return void(\"ending\"===T&&(T=!1));t.x=t.xScale(t.xIndex),t.canvasX=t.x*t.model.canvasPixelRatio,c(O,e),b.select(this).attr(\"transform\",function(t){return\"translate(\"+t.x+\", 0)\"}),e.contextLineLayer&&e.contextLineLayer.render(e.panels,!1,!s(e)),e.focusLineLayer&&e.focusLineLayer.render(e.panels),e.pickLineLayer&&e.pickLineLayer.render(e.panels,!0),S=!0,i&&i.axesMoved&&i.axesMoved(e.key,e.dimensions.map(function(t){return t.crossfilterDimensionIndex}))})),O.exit().remove();var R=O.selectAll(\".\"+v.cn.axisOverlays).data(w,_);R.enter().append(\"g\").classed(v.cn.axisOverlays,!0),R.selectAll(\".\"+v.cn.axis).remove();var F=R.selectAll(\".\"+v.cn.axis).data(w,_);F.enter().append(\"g\").classed(v.cn.axis,!0),F.each(function(t){var e=t.model.height/t.model.tickDistance,r=t.domainScale,n=r.domain();b.select(this).call(b.svg.axis().orient(\"left\").tickSize(4).outerTickSize(2).ticks(e,t.tickFormat).tickValues(t.ordinal?n:null).tickFormat(t.ordinal?function(t){return t}:null).scale(r)),x.font(F.selectAll(\"text\"),t.model.tickFont)}),F.selectAll(\".domain, .tick>line\").attr(\"fill\",\"none\").attr(\"stroke\",\"black\").attr(\"stroke-opacity\",.25).attr(\"stroke-width\",\"1px\"),F.selectAll(\"text\").style(\"text-shadow\",\"1px 1px 1px #fff, -1px -1px 1px #fff, 1px -1px 1px #fff, -1px 1px 1px #fff\").style(\"cursor\",\"default\").style(\"user-select\",\"none\");var j=R.selectAll(\".\"+v.cn.axisHeading).data(w,_);j.enter().append(\"g\").classed(v.cn.axisHeading,!0);var N=j.selectAll(\".\"+v.cn.axisTitle).data(w,_);N.enter().append(\"text\").classed(v.cn.axisTitle,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"ew-resize\").style(\"user-select\",\"none\").style(\"pointer-events\",\"auto\"),N.attr(\"transform\",\"translate(0,\"+-v.axisTitleOffset+\")\").text(function(t){return t.label}).each(function(t){x.font(N,t.model.labelFont)});var B=R.selectAll(\".\"+v.cn.axisExtent).data(w,_);B.enter().append(\"g\").classed(v.cn.axisExtent,!0);var 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l=i(e,u),f=w+e.pxmid[0]*(1-l),d=M+e.pxmid[1]*(1-l),p=r.separators,v=[];-1!==s.indexOf(\"label\")&&v.push(e.label),-1!==s.indexOf(\"text\")&&(o.hovertext?v.push(Array.isArray(o.hovertext)?o.hovertext[e.i]:o.hovertext):o.text&&o.text[e.i]&&v.push(o.text[e.i])),-1!==s.indexOf(\"value\")&&v.push(m.formatPieValue(e.v,p)),-1!==s.indexOf(\"percent\")&&v.push(m.formatPiePercent(e.v/u.vTotal,p)),h.loneHover({x0:f-l*u.r,x1:f+l*u.r,y:d,text:v.join(\"<br>\"),name:-1!==s.indexOf(\"name\")?o.name:void 0,idealAlign:e.pxmid[0]<0?\"left\":\"right\",color:h.castHoverOption(g,e.i,\"bgcolor\")||e.color,borderColor:h.castHoverOption(g,e.i,\"bordercolor\"),fontFamily:h.castHoverOption(g,e.i,\"font.family\"),fontSize:h.castHoverOption(g,e.i,\"font.size\"),fontColor:h.castHoverOption(g,e.i,\"font.color\")},{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:t}),h.hover(t,n,\"pie\"),T=!0}function 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L=\"M\"+(w+e.px0[0])+\",\"+(M+e.px0[1])+b(e.px0,e.pxmid,!0,1)+b(e.pxmid,e.px0,!0,1)+\"Z\";E?A.attr(\"d\",\"M\"+(w+E*e.px0[0])+\",\"+(M+E*e.px0[1])+b(e.px0,e.pxmid,!1,E)+b(e.pxmid,e.px0,!1,E)+\"Z\"+L):A.attr(\"d\",L)}else{var C=b(e.px0,e.px1,!0,1);if(E){var I=1-E;A.attr(\"d\",\"M\"+(w+E*e.px1[0])+\",\"+(M+E*e.px1[1])+b(e.px1,e.px0,!1,E)+\"l\"+I*e.px0[0]+\",\"+I*e.px0[1]+C+\"Z\")}else A.attr(\"d\",\"M\"+w+\",\"+M+\"l\"+e.px0[0]+\",\"+e.px0[1]+C+\"Z\")}var z=Array.isArray(g.textposition)?g.textposition[e.i]:g.textposition,D=k.selectAll(\"g.slicetext\").data(e.text&&\"none\"!==z?[0]:[]);D.enter().append(\"g\").classed(\"slicetext\",!0),D.exit().remove(),D.each(function(){var r=c.select(this).selectAll(\"text\").data([0]);r.enter().append(\"text\").attr(\"data-notex\",1),r.exit().remove(),r.text(e.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(d.font,\"outside\"===z?g.outsidetextfont:g.insidetextfont).call(p.convertToTspans,t);var i,o=d.bBox(r.node());\"outside\"===z?i=a(o,e):(i=n(o,e,u),\"auto\"===z&&i.scale<1&&(r.call(d.font,g.outsidetextfont),g.outsidetextfont.family===g.insidetextfont.family&&g.outsidetextfont.size===g.insidetextfont.size||(o=d.bBox(r.node())),i=a(o,e)));var s=w+e.pxmid[0]*i.rCenter+(i.x||0),l=M+e.pxmid[1]*i.rCenter+(i.y||0);i.outside&&(e.yLabelMin=l-o.height/2,e.yLabelMid=l,e.yLabelMax=l+o.height/2,e.labelExtraX=0,e.labelExtraY=0,v=!0),r.attr(\"transform\",\"translate(\"+s+\",\"+l+\")\"+(i.scale<1?\"scale(\"+i.scale+\")\":\"\")+(i.rotate?\"rotate(\"+i.rotate+\")\":\"\")+\"translate(\"+-(o.left+o.right)/2+\",\"+-(o.top+o.bottom)/2+\")\")})}),v&&o(l,g),s.each(function(t){if(t.labelExtraX||t.labelExtraY){var e=c.select(this),r=e.select(\"g.slicetext text\");r.attr(\"transform\",\"translate(\"+t.labelExtraX+\",\"+t.labelExtraY+\")\"+r.attr(\"transform\"));var n=t.cxFinal+t.pxmid[0],i=t.cyFinal+t.pxmid[1],a=\"M\"+n+\",\"+i,o=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var s=t.labelExtraX*t.pxmid[1]/t.pxmid[0],l=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(s)>Math.abs(l)?a+=\"l\"+l*t.pxmid[0]/t.pxmid[1]+\",\"+l+\"H\"+(n+t.labelExtraX+o):a+=\"l\"+t.labelExtraX+\",\"+s+\"v\"+(l-s)+\"h\"+o}else a+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+o;e.append(\"path\").classed(\"textline\",!0).call(f.stroke,g.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,g.outsidetextfont.size/8),d:a,fill:\"none\"})}})})}),setTimeout(function(){u.selectAll(\"tspan\").each(function(){var t=c.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))})},0)}},{\"../../components/color\":604,\"../../components/drawing\":628,\"../../components/fx\":645,\"../../lib/svg_text_utils\":750,\"./helpers\":1011,d3:122}],1016:[function(t,e,r){\"use strict\";var n=t(\"d3\"),i=t(\"./style_one\");e.exports=function(t){t._fullLayout._pielayer.selectAll(\".trace\").each(function(t){var e=t[0],r=e.trace,a=n.select(this);a.style({opacity:r.opacity}),a.selectAll(\".top 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n=t(\"../scattergl/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"}}},{\"../scattergl/attributes\":1077}],1019:[function(t,e,r){\"use strict\";function n(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=a(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}function i(t,e){var r=new n(t,e.uid);return r.update(e),r}var a=t(\"gl-pointcloud2d\"),o=t(\"../../lib/str2rgbarray\"),s=t(\"../scatter/get_trace_color\"),l=[\"xaxis\",\"yaxis\"],u=n.prototype;u.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},u.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=s(t,{})},u.updateFast=function(t){var e,r,n,i,a,s,l=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,c=this.pickXYData=t.xy,h=t.xbounds&&t.ybounds,f=t.indices,d=this.bounds;if(c){if(n=c,e=c.length>>>1,h)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(s=0;s<e;s++)i=n[2*s],a=n[2*s+1],i<d[0]&&(d[0]=i),i>d[2]&&(d[2]=i),a<d[1]&&(d[1]=a),a>d[3]&&(d[3]=a);if(f)r=f;else for(r=new Int32Array(e),s=0;s<e;s++)r[s]=s}else for(e=l.length,n=new Float32Array(2*e),r=new Int32Array(e),s=0;s<e;s++)i=l[s],a=u[s],r[s]=s,n[2*s]=i,n[2*s+1]=a,i<d[0]&&(d[0]=i),i>d[2]&&(d[2]=i),a<d[1]&&(d[1]=a),a>d[3]&&(d[3]=a);this.idToIndex=r,this.pointcloudOptions.idToIndex=r,this.pointcloudOptions.positions=n;var p=o(t.marker.color),m=o(t.marker.border.color),g=t.opacity*t.marker.opacity;p[3]*=g,this.pointcloudOptions.color=p;var v=t.marker.blend;if(null===v){v=l.length<100||u.length<100}this.pointcloudOptions.blend=v,m[3]*=g,this.pointcloudOptions.borderColor=m;var y=t.marker.sizemin,b=Math.max(t.marker.sizemax,t.marker.sizemin);this.pointcloudOptions.sizeMin=y,this.pointcloudOptions.sizeMax=b,this.pointcloudOptions.areaRatio=t.marker.border.arearatio,this.pointcloud.update(this.pointcloudOptions),this.expandAxesFast(d,b/2)},u.expandAxesFast=function(t,e){for(var r,n,i,a=e||.5,o=0;o<2;o++)r=this.scene[l[o]],n=r._min,n||(n=[]),n.push({val:t[o],pad:a}),i=r._max,i||(i=[]),i.push({val:t[o+2],pad:a})},u.dispose=function(){this.pointcloud.dispose()},e.exports=i},{\"../../lib/str2rgbarray\":749,\"../scatter/get_trace_color\":1040,\"gl-pointcloud2d\":230}],1020:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\");e.exports=function(t,e,r){function a(r,a){return n.coerce(t,e,i,r,a)}a(\"x\"),a(\"y\"),a(\"xbounds\"),a(\"ybounds\"),t.xy&&t.xy instanceof Float32Array&&(e.xy=t.xy),t.indices&&t.indices instanceof Int32Array&&(e.indices=t.indices),a(\"text\"),a(\"marker.color\",r),a(\"marker.opacity\"),a(\"marker.blend\"),a(\"marker.sizemin\"),a(\"marker.sizemax\"),a(\"marker.border.color\",r),a(\"marker.border.arearatio\")}},{\"../../lib\":728,\"./attributes\":1018}],1021:[function(t,e,r){\"use strict\";var n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.calc=t(\"../scatter3d/calc\"),n.plot=t(\"./convert\"),n.moduleType=\"trace\",n.name=\"pointcloud\",n.basePlotModule=t(\"../../plots/gl2d\"),n.categories=[\"gl2d\",\"showLegend\"],n.meta={},e.exports=n},{\"../../plots/gl2d\":808,\"../scatter3d/calc\":1056,\"./attributes\":1018,\"./convert\":1019,\"./defaults\":1020}],1022:[function(t,e,r){\"use strict\";var n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../components/color/attributes\"),o=t(\"../../components/fx/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;e.exports=l({hoverinfo:s({},i.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hoverlabel:o.hoverlabel,domain:{x:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]},y:{valType:\"info_array\",items:[{valType:\"number\",min:0,max:1},{valType:\"number\",min:0,max:1}],dflt:[0,1]}},orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"h\"},valueformat:{valType:\"string\",dflt:\".3s\"},valuesuffix:{valType:\"string\",dflt:\"\"},arrangement:{valType:\"enumerated\",values:[\"snap\",\"perpendicular\",\"freeform\",\"fixed\"],dflt:\"snap\"},textfont:n({}),node:{label:{valType:\"data_array\",dflt:[]},color:{valType:\"color\",arrayOk:!0},line:{color:{valType:\"color\",dflt:a.defaultLine,arrayOk:!0},width:{valType:\"number\",min:0,dflt:.5,arrayOk:!0}},pad:{valType:\"number\",arrayOk:!1,min:0,dflt:20},thickness:{valType:\"number\",arrayOk:!1,min:1,dflt:20}},link:{label:{valType:\"data_array\",dflt:[]},color:{valType:\"color\",arrayOk:!0},line:{color:{valType:\"color\",dflt:a.defaultLine,arrayOk:!0},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0}},source:{valType:\"data_array\",dflt:[]},target:{valType:\"data_array\",dflt:[]},value:{valType:\"data_array\",dflt:[]}}},\"calc\",\"nested\")},{\"../../components/color/attributes\":603,\"../../components/fx/attributes\":637,\"../../lib/extend\":717,\"../../plot_api/edit_types\":756,\"../../plots/attributes\":770,\"../../plots/font_attributes\":796}],1023:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../plots/plots\"),a=t(\"./plot\"),o=t(\"../../components/fx/layout_attributes\");r.name=\"sankey\",r.attr=\"type\",r.baseLayoutAttrOverrides=n({hoverlabel:o.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){var e=i.getSubplotCalcData(t.calcdata,\"sankey\",\"sankey\");e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"sankey\"),a=e._has&&e._has(\"sankey\");i&&!a&&n._paperdiv.selectAll(\".sankey\").remove()}},{\"../../components/fx/layout_attributes\":646,\"../../plot_api/edit_types\":756,\"../../plots/plots\":831,\"./plot\":1028}],1024:[function(t,e,r){\"use strict\";function n(t,e,r){for(var n=t.map(function(){return[]}),a=0;a<Math.min(e.length,r.length);a++){if(e[a]===r[a])return!0;n[e[a]].push(r[a])}return i(n).components.some(function(t){return t.length>1})}var i=t(\"strongly-connected-components\"),a=t(\"../../lib\"),o=t(\"../../lib/gup\").wrap;e.exports=function(t,e){return n(e.node.label,e.link.source,e.link.target)&&(a.error(\"Circularity is present in the Sankey data. Removing all nodes and links.\"),e.link.label=[],e.link.source=[],e.link.target=[],e.link.value=[],e.link.color=[],e.node.label=[],e.node.color=[]),o({link:e.link,node:e.node})}},{\"../../lib\":728,\"../../lib/gup\":725,\"strongly-connected-components\":528}],1025:[function(t,e,r){\"use strict\";e.exports={nodeTextOffsetHorizontal:4,nodeTextOffsetVertical:3,nodePadAcross:10,sankeyIterations:50,forceIterations:5,forceTicksPerFrame:10,duration:500,ease:\"cubic-in-out\",cn:{sankey:\"sankey\",sankeyLinks:\"sankey-links\",sankeyLink:\"sankey-link\",sankeyNodeSet:\"sankey-node-set\",sankeyNode:\"sankey-node\",nodeRect:\"node-rect\",nodeCapture:\"node-capture\",nodeCentered:\"node-entered\",nodeLabelGuide:\"node-label-guide\",nodeLabel:\"node-label\",nodeLabelTextPath:\"node-label-text-path\"}}},{}],1026:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./attributes\"),a=t(\"../../components/color/attributes\").defaults,o=t(\"../../components/color\"),s=t(\"tinycolor2\");e.exports=function(t,e,r,l){function u(r,a){return n.coerce(t,e,i,r,a)}u(\"node.label\"),u(\"node.pad\"),u(\"node.thickness\"),u(\"node.line.color\"),u(\"node.line.width\");var c=function(t){return a[t%a.length]};u(\"node.color\",e.node.label.map(function(t,e){return o.addOpacity(c(e),.8)})),u(\"link.label\"),u(\"link.source\"),u(\"link.target\"),u(\"link.value\"),u(\"link.line.color\"),u(\"link.line.width\"),u(\"link.color\",e.link.value.map(function(){return s(l.paper_bgcolor).getLuminance()<.333?\"rgba(255, 255, 255, 0.6)\":\"rgba(0, 0, 0, 0.2)\"})),u(\"domain.x\"),u(\"domain.y\"),u(\"orientation\"),u(\"valueformat\"),u(\"valuesuffix\"),u(\"arrangement\"),n.coerceFont(u,\"textfont\",n.extendFlat({},l.font));var h=function(t,r){\n",
       "return-1===e.link.source.indexOf(r)&&-1===e.link.target.indexOf(r)};e.node.label.some(h)&&n.warn(\"Some of the nodes are neither sources nor targets, they will not be displayed.\")}},{\"../../components/color\":604,\"../../components/color/attributes\":603,\"../../lib\":728,\"./attributes\":1022,tinycolor2:534}],1027:[function(t,e,r){\"use strict\";var n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.calc=t(\"./calc\"),n.plot=t(\"./plot\"),n.moduleType=\"trace\",n.name=\"sankey\",n.basePlotModule=t(\"./base_plot\"),n.categories=[\"noOpacity\"],n.meta={},e.exports=n},{\"./attributes\":1022,\"./base_plot\":1023,\"./calc\":1024,\"./defaults\":1026,\"./plot\":1028}],1028:[function(t,e,r){\"use strict\";function n(t){return\"\"!==t}function i(t,e){return t.filter(function(t){return t.key===e.traceId})}function a(t,e){p.select(t).select(\"path\").style(\"fill-opacity\",e),p.select(t).select(\"rect\").style(\"fill-opacity\",e)}function o(t){p.select(t).select(\"text.name\").style(\"fill\",\"black\")}function s(t){return function(e){return-1!==t.node.sourceLinks.indexOf(e.link)||-1!==t.node.targetLinks.indexOf(e.link)}}function l(t){return function(e){return-1!==e.node.sourceLinks.indexOf(t.link)||-1!==e.node.targetLinks.indexOf(t.link)}}function u(t,e,r){e&&r&&i(r,e).selectAll(\".\"+b.sankeyLink).filter(s(e)).call(h.bind(0,e,r,!1))}function c(t,e,r){e&&r&&i(r,e).selectAll(\".\"+b.sankeyLink).filter(s(e)).call(f.bind(0,e,r,!1))}function h(t,e,r,n){var a=n.datum().link.label;n.style(\"fill-opacity\",.4),a&&i(e,t).selectAll(\".\"+b.sankeyLink).filter(function(t){return t.link.label===a}).style(\"fill-opacity\",.4),r&&i(e,t).selectAll(\".\"+b.sankeyNode).filter(l(t)).call(u)}function f(t,e,r,n){var a=n.datum().link.label;n.style(\"fill-opacity\",function(t){return t.tinyColorAlpha}),a&&i(e,t).selectAll(\".\"+b.sankeyLink).filter(function(t){return t.link.label===a}).style(\"fill-opacity\",function(t){return t.tinyColorAlpha}),r&&i(e,t).selectAll(b.sankeyNode).filter(l(t)).call(c)}function d(t,e){var r=t.hoverlabel||{},n=y.nestedProperty(r,e).get();return!Array.isArray(n)&&n}var p=t(\"d3\"),m=t(\"./render\"),g=t(\"../../components/fx\"),v=t(\"../../components/color\"),y=t(\"../../lib\"),b=t(\"./constants\").cn;e.exports=function(t,e){var r=t._fullLayout,i=r._paper,s=r._size,l=function(e,r){var n=r.link;n.originalEvent=p.event,t._hoverdata=[n],g.click(t,{target:!0})},y=function(e,r,n){var i=r.link;i.originalEvent=p.event,p.select(e).call(h.bind(0,r,n,!0)),g.hover(t,i,\"sankey\")},x=function(e,i){var s=i.link.trace,l=t._fullLayout._paperdiv.node().getBoundingClientRect(),u=e.getBoundingClientRect(),c=u.left+u.width/2,h=u.top+u.height/2,f=g.loneHover({x:c-l.left,y:h-l.top,name:p.format(i.valueFormat)(i.link.value)+i.valueSuffix,text:[i.link.label||\"\",[\"Source:\",i.link.source.label].join(\" \"),[\"Target:\",i.link.target.label].join(\" \")].filter(n).join(\"<br>\"),color:d(s,\"bgcolor\")||v.addOpacity(i.tinyColorHue,1),borderColor:d(s,\"bordercolor\"),fontFamily:d(s,\"font.family\"),fontSize:d(s,\"font.size\"),fontColor:d(s,\"font.color\"),idealAlign:p.event.x<c?\"right\":\"left\"},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});a(f,.65),o(f)},_=function(e,n,i){p.select(e).call(f.bind(0,n,i,!0)),t.emit(\"plotly_unhover\",{event:p.event,points:[n.link]}),g.loneUnhover(r._hoverlayer.node())},w=function(e,r,n){var i=r.node;i.originalEvent=p.event,t._hoverdata=[i],p.select(e).call(c,r,n),g.click(t,{target:!0})},M=function(e,r,n){var i=r.node;i.originalEvent=p.event,p.select(e).call(u,r,n),g.hover(t,i,\"sankey\")},k=function(e,i){var s=i.node.trace,l=p.select(e).select(\".\"+b.nodeRect),u=t._fullLayout._paperdiv.node().getBoundingClientRect(),c=l.node().getBoundingClientRect(),h=c.left-2-u.left,f=c.right+2-u.left,m=c.top+c.height/4-u.top,v=g.loneHover({x0:h,x1:f,y:m,name:p.format(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,[\"Incoming flow count:\",i.node.targetLinks.length].join(\" \"),[\"Outgoing flow count:\",i.node.sourceLinks.length].join(\" \")].filter(n).join(\"<br>\"),color:d(s,\"bgcolor\")||i.tinyColorHue,borderColor:d(s,\"bordercolor\"),fontFamily:d(s,\"font.family\"),fontSize:d(s,\"font.size\"),fontColor:d(s,\"font.color\"),idealAlign:\"left\"},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});a(v,.85),o(v)},A=function(e,n,i){p.select(e).call(c,n,i),t.emit(\"plotly_unhover\",{event:p.event,points:[n.node]}),g.loneUnhover(r._hoverlayer.node())};m(i,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},{linkEvents:{hover:y,follow:x,unhover:_,select:l},nodeEvents:{hover:M,follow:k,unhover:A,select:w}})}},{\"../../components/color\":604,\"../../components/fx\":645,\"../../lib\":728,\"./constants\":1025,\"./render\":1029,d3:122}],1029:[function(t,e,r){\"use strict\";function n(t){var e,r=[];for(e=0;e<t.length;e++)t[e].originalX=t[e].x,t[e].originalY=t[e].y,-1===r.indexOf(t[e].x)&&r.push(t[e].x);for(r.sort(function(t,e){return t-e}),e=0;e<t.length;e++)t[e].originalLayerIndex=r.indexOf(t[e].originalX),t[e].originalLayer=t[e].originalLayerIndex/(r.length-1)}function i(t){t.lastDraggedX=t.x,t.lastDraggedY=t.y}function a(t){return function(e){return e.node.originalX===t.node.originalX}}function o(t){for(var e=0;e<t.length;e++)t[e].y=t[e].y+t[e].dy/2}function s(t){for(var e=0;e<t.length;e++)t[e].y=t[e].y-t[e].dy/2}function l(t,e,r){for(var 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o(w),{key:r,trace:i,guid:Math.floor(1e12*(1+Math.random())),horizontal:c,width:x,height:_,nodePad:h,nodeLineColor:d,nodeLineWidth:p,linkLineColor:m,linkLineWidth:g,valueFormat:v,valueSuffix:y,textFont:b,translateX:a.x[0]*x+t.margin.l,translateY:t.height-a.y[1]*t.height+t.margin.t,dragParallel:c?_:x,dragPerpendicular:c?x:_,nodes:w,links:M,arrangement:u,sankey:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function u(t,e,r){var n=I(r.color),i=r.source.label+\"|\"+r.target.label,a=t[i];t[i]=(a||0)+1;var o=i+\"__\"+t[i];return r.trace=e.trace,r.curveNumber=e.trace.index,{key:o,traceId:e.key,link:r,tinyColorHue:z.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkLineColor:e.linkLineColor,linkLineWidth:e.linkLineWidth,valueFormat:e.valueFormat,valueSuffix:e.valueSuffix,sankey:e.sankey,interactionState:e.interactionState}}function c(t,e,r){var n=I(r.color),i=L.nodePadAcross,a=e.nodePad/2,o=r.dx,s=Math.max(.5,r.dy),l=r.label,u=t[l];t[l]=(u||0)+1;var c=l+\"__\"+t[l];return r.trace=e.trace,r.curveNumber=e.trace.index,{key:c,traceId:e.key,node:r,nodePad:e.nodePad,nodeLineColor:e.nodeLineColor,nodeLineWidth:e.nodeLineWidth,textFont:e.textFont,size:e.horizontal?e.height:e.width,visibleWidth:Math.ceil(o),visibleHeight:s,zoneX:-i,zoneY:-a,zoneWidth:o+2*i,zoneHeight:s+2*a,labelY:e.horizontal?r.dy/2+1:r.dx/2+1,left:1===r.originalLayer,sizeAcross:e.width,forceLayouts:e.forceLayouts,horizontal:e.horizontal,darkBackground:n.getBrightness()<=128,tinyColorHue:z.tinyRGB(n),tinyColorAlpha:n.getAlpha(),valueFormat:e.valueFormat,valueSuffix:e.valueSuffix,sankey:e.sankey,arrangement:e.arrangement,uniqueNodeLabelPathId:[e.guid,e.key,c].join(\" \"),interactionState:e.interactionState}}function h(t){t.attr(\"transform\",function(t){return\"translate(\"+t.node.x.toFixed(3)+\", \"+(t.node.y-t.node.dy/2).toFixed(3)+\")\"})}function f(t){var e=t.sankey.nodes();s(e);var r=t.sankey.link()(t.link);return o(e),r}function d(t){t.call(h)}function 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k(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",function(t){t.interactionState.dragInProgress||(r.hover(this,t,e),t.interactionState.hovered=[this,t])}).on(\"mousemove.basic\",function(t){t.interactionState.dragInProgress||(r.follow(this,t),t.interactionState.hovered=[this,t])}).on(\"mouseout.basic\",function(t){t.interactionState.dragInProgress||(r.unhover(this,t,e),t.interactionState.hovered=!1)}).on(\"click.basic\",function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||r.select(this,t,e)})}function A(t,e,r){var n=C.behavior.drag().origin(function(t){return t.node}).on(\"dragstart\",function(n){if(\"fixed\"!==n.arrangement&&(R.raiseToTop(this),n.interactionState.dragInProgress=n.node,i(n.node),n.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,n.interactionState.hovered),n.interactionState.hovered=!1),\"snap\"===n.arrangement)){var a=n.traceId+\"|\"+Math.floor(n.node.originalX);n.forceLayouts[a]?n.forceLayouts[a].alpha(1):T(t,a,n),S(t,e,n,a)}}).on(\"drag\",function(r){if(\"fixed\"!==r.arrangement){var n=C.event.x,o=C.event.y;\"snap\"===r.arrangement?(r.node.x=n,r.node.y=o):(\"freeform\"===r.arrangement&&(r.node.x=n),r.node.y=Math.max(r.node.dy/2,Math.min(r.size-r.node.dy/2,o))),i(r.node),\"snap\"!==r.arrangement&&(r.sankey.relayout(),p(t.filter(a(r)),e))}}).on(\"dragend\",function(t){t.interactionState.dragInProgress=!1});t.on(\".drag\",null).call(n)}function T(t,e,r){var n=r.sankey.nodes().filter(function(t){return t.originalX===r.node.originalX});r.forceLayouts[e]=O.forceSimulation(n).alphaDecay(0).force(\"collide\",O.forceCollide().radius(function(t){return t.dy/2+r.nodePad/2}).strength(1).iterations(L.forceIterations)).force(\"constrain\",E(t,e,n,r)).stop()}function S(t,e,r,n){window.requestAnimationFrame(function i(){for(var o=0;o<L.forceTicksPerFrame;o++)r.forceLayouts[n].tick();r.sankey.relayout(),p(t.filter(a(r)),e),r.forceLayouts[n].alpha()>0&&window.requestAnimationFrame(i)})}function E(t,e,r,n){return function(){for(var t=0,i=0;i<r.length;i++){var a=r[i];a===n.interactionState.dragInProgress?(a.x=a.lastDraggedX,a.y=a.lastDraggedY):(a.vx=(a.originalX-a.x)/L.forceTicksPerFrame,a.y=Math.min(n.size-a.dy/2,Math.max(a.dy/2,a.y))),t=Math.max(t,Math.abs(a.vx),Math.abs(a.vy))}!n.interactionState.dragInProgress&&t<.1&&n.forceLayouts[e].alpha()>0&&n.forceLayouts[e].alpha(0)}}var L=t(\"./constants\"),C=t(\"d3\"),I=t(\"tinycolor2\"),z=t(\"../../components/color\"),D=t(\"../../components/drawing\"),P=t(\"@plotly/d3-sankey\").sankey,O=t(\"d3-force\"),R=t(\"../../lib\"),F=t(\"../../lib/gup\").keyFun,j=t(\"../../lib/gup\").repeat,N=t(\"../../lib/gup\").unwrap;e.exports=function(t,e,r,i){var a=t.selectAll(\".\"+L.cn.sankey).data(e.filter(function(t){return N(t).trace.visible}).map(l.bind(null,r)),F);a.exit().remove(),a.enter().append(\"g\").classed(L.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",\"auto\").style(\"box-sizing\",\"content-box\").attr(\"transform\",v),a.transition().ease(L.ease).duration(L.duration).attr(\"transform\",v);var o=a.selectAll(\".\"+L.cn.sankeyLinks).data(j,F);o.enter().append(\"g\").classed(L.cn.sankeyLinks,!0).style(\"fill\",\"none\");var s=o.selectAll(\".\"+L.cn.sankeyLink).data(function(t){var e={};return t.sankey.links().filter(function(t){return t.value}).map(u.bind(null,e,t))},F);s.enter().append(\"path\").classed(L.cn.sankeyLink,!0).attr(\"d\",f).call(k,a,i.linkEvents),s.style(\"stroke\",function(t){return g(t)?z.tinyRGB(I(t.linkLineColor)):t.tinyColorHue}).style(\"stroke-opacity\",function(t){return g(t)?z.opacity(t.linkLineColor):t.tinyColorAlpha}).style(\"stroke-width\",function(t){return g(t)?t.linkLineWidth:1}).style(\"fill\",function(t){return t.tinyColorHue}).style(\"fill-opacity\",function(t){return t.tinyColorAlpha}),s.transition().ease(L.ease).duration(L.duration).attr(\"d\",f),s.exit().transition().ease(L.ease).duration(L.duration).style(\"opacity\",0).remove();var d=a.selectAll(\".\"+L.cn.sankeyNodeSet).data(j,F);d.enter().append(\"g\").classed(L.cn.sankeyNodeSet,!0),d.style(\"cursor\",function(t){switch(t.arrangement){case\"fixed\":return\"default\";case\"perpendicular\":return\"ns-resize\";default:return\"move\"}});var p=d.selectAll(\".\"+L.cn.sankeyNode).data(function(t){var e=t.sankey.nodes(),r={};return n(e),e.filter(function(t){return t.value}).map(c.bind(null,r,t))},F);p.enter().append(\"g\").classed(L.cn.sankeyNode,!0).call(h).call(k,a,i.nodeEvents),p.call(A,s,i),p.transition().ease(L.ease).duration(L.duration).call(h),p.exit().transition().ease(L.ease).duration(L.duration).style(\"opacity\",0).remove();var T=p.selectAll(\".\"+L.cn.nodeRect).data(j);T.enter().append(\"rect\").classed(L.cn.nodeRect,!0).call(m),T.style(\"stroke-width\",function(t){return t.nodeLineWidth}).style(\"stroke\",function(t){return z.tinyRGB(I(t.nodeLineColor))}).style(\"stroke-opacity\",function(t){return z.opacity(t.nodeLineColor)}).style(\"fill\",function(t){return t.tinyColorHue}).style(\"fill-opacity\",function(t){return t.tinyColorAlpha}),T.transition().ease(L.ease).duration(L.duration).call(m);var S=p.selectAll(\".\"+L.cn.nodeCapture).data(j);S.enter().append(\"rect\").classed(L.cn.nodeCapture,!0).style(\"fill-opacity\",0),S.attr(\"x\",function(t){return t.zoneX}).attr(\"y\",function(t){return t.zoneY}).attr(\"width\",function(t){return t.zoneWidth}).attr(\"height\",function(t){return t.zoneHeight});var E=p.selectAll(\".\"+L.cn.nodeCentered).data(j);E.enter().append(\"g\").classed(L.cn.nodeCentered,!0).attr(\"transform\",y),E.transition().ease(L.ease).duration(L.duration).attr(\"transform\",y);var C=E.selectAll(\".\"+L.cn.nodeLabelGuide).data(j);C.enter().append(\"path\").classed(L.cn.nodeLabelGuide,!0).attr(\"id\",function(t){return t.uniqueNodeLabelPathId}).attr(\"d\",b).attr(\"transform\",x),C.transition().ease(L.ease).duration(L.duration).attr(\"d\",b).attr(\"transform\",x);var P=E.selectAll(\".\"+L.cn.nodeLabel).data(j);P.enter().append(\"text\").classed(L.cn.nodeLabel,!0).attr(\"transform\",_).style(\"user-select\",\"none\").style(\"cursor\",\"default\").style(\"fill\",\"black\"),P.style(\"text-shadow\",function(t){return t.horizontal?\"-1px 1px 1px #fff, 1px 1px 1px #fff, 1px -1px 1px #fff, -1px -1px 1px 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r=0;r<t.length;r++)t[r].i=r;n.mergeArray(e.text,t,\"tx\"),n.mergeArray(e.hovertext,t,\"htx\"),n.mergeArray(e.customdata,t,\"data\"),n.mergeArray(e.textposition,t,\"tp\"),e.textfont&&(n.mergeArray(e.textfont.size,t,\"ts\"),n.mergeArray(e.textfont.color,t,\"tc\"),n.mergeArray(e.textfont.family,t,\"tf\"));var i=e.marker;if(i){n.mergeArray(i.size,t,\"ms\"),n.mergeArray(i.opacity,t,\"mo\"),n.mergeArray(i.symbol,t,\"mx\"),n.mergeArray(i.color,t,\"mc\");var a=i.line;i.line&&(n.mergeArray(a.color,t,\"mlc\"),n.mergeArray(a.width,t,\"mlw\"));var o=i.gradient;o&&\"none\"!==o.type&&(n.mergeArray(o.type,t,\"mgt\"),n.mergeArray(o.color,t,\"mgc\"))}}},{\"../../lib\":728}],1031:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/color_attributes\"),i=t(\"../../components/errorbars/attributes\"),a=t(\"../../components/colorbar/attributes\"),o=t(\"../../plots/font_attributes\"),s=t(\"../../components/drawing/attributes\").dash,l=t(\"../../components/drawing\"),u=(t(\"./constants\"),t(\"../../lib/extend\").extendFlat);e.exports={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},x0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\"},dx:{valType:\"number\",dflt:1,editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y0:{valType:\"any\",dflt:0,editType:\"calc+clearAxisTypes\"},dy:{valType:\"number\",dflt:1,editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\",\"text\"],extras:[\"none\"],editType:\"calc\"},hoveron:{valType:\"flaglist\",flags:[\"points\",\"fills\"],editType:\"style\"},line:{color:{valType:\"color\",editType:\"style\"},width:{valType:\"number\",min:0,dflt:2,editType:\"style\"},shape:{valType:\"enumerated\",values:[\"linear\",\"spline\",\"hv\",\"vh\",\"hvh\",\"vhv\"],dflt:\"linear\",editType:\"plot\"},smoothing:{valType:\"number\",min:0,max:1.3,dflt:1,editType:\"plot\"},dash:u({},s,{editType:\"style\"}),simplify:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},cliponaxis:{valType:\"boolean\",dflt:!0,editType:\"plot\"},fill:{valType:\"enumerated\",values:[\"none\",\"tozeroy\",\"tozerox\",\"tonexty\",\"tonextx\",\"toself\",\"tonext\"],dflt:\"none\",editType:\"calc\"},fillcolor:{valType:\"color\",editType:\"style\"},marker:u({symbol:{valType:\"enumerated\",values:l.symbolList,dflt:\"circle\",arrayOk:!0,editType:\"style\"},opacity:{valType:\"number\",min:0,max:1,arrayOk:!0,editType:\"style\"},size:{valType:\"number\",min:0,dflt:6,arrayOk:!0,editType:\"calcIfAutorange\"},maxdisplayed:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},sizeref:{valType:\"number\",dflt:1,editType:\"calc\"},sizemin:{valType:\"number\",min:0,dflt:0,editType:\"calc\"},sizemode:{valType:\"enumerated\",values:[\"diameter\",\"area\"],dflt:\"diameter\",editType:\"calc\"},showscale:{valType:\"boolean\",dflt:!1,editType:\"calc\"},colorbar:a,line:u({width:{valType:\"number\",min:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},n(\"marker.line\")),gradient:{type:{valType:\"enumerated\",values:[\"radial\",\"horizontal\",\"vertical\",\"none\"],arrayOk:!0,dflt:\"none\",editType:\"calc\"},color:{valType:\"color\",arrayOk:!0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},n(\"marker\")),textposition:{valType:\"enumerated\",values:[\"top 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u=t.opacity;if(t.marker&&t.marker.opacity&&(u*=t.marker.opacity),r={gl:o,position:l.position,color:l.scatterColor,size:l.scatterSize,glyph:l.scatterMarker,opacity:u,orthographic:!0,lineWidth:l.scatterLineWidth,lineColor:l.scatterLineColor,project:l.project,projectScale:l.projectScale,projectOpacity:l.projectOpacity},-1!==this.mode.indexOf(\"markers\")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=p(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),a={gl:o,position:l.position,glyph:l.text,color:l.textColor,size:l.textSize,angle:l.textAngle,alignment:l.textOffset,font:l.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(\"text\")?this.textMarkers?this.textMarkers.update(a):(this.textMarkers=p(a),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),n={gl:o,position:l.position,color:l.errorColor,error:l.errorBounds,lineWidth:l.errorLineWidth,capSize:l.errorCapSize,opacity:t.opacity},this.errorBars?l.errorBounds?this.errorBars.update(n):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):l.errorBounds&&(this.errorBars=m(n),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),l.delaunayAxis>=0){var f=i(l.position,l.delaunayColor,l.delaunayAxis);f.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(f):(f.gl=o,this.delaunayMesh=g(f),this.delaunayMesh._trace=this,this.scene.glplot.add(this.delaunayMesh))}else this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose(),this.delaunayMesh=null)},A.dispose=function(){this.linePlot&&(this.scene.glplot.remove(this.linePlot),this.linePlot.dispose()),this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose()),this.errorBars&&(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose()),this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose()),this.delaunayMesh&&(this.scene.glplot.remove(this.delaunayMesh),this.delaunayMesh.dispose())},e.exports=f},{\"../../constants/gl3d_dashes\":704,\"../../constants/gl3d_markers\":705,\"../../lib\":728,\"../../lib/gl_format_color\":724,\"../../lib/str2rgbarray\":749,\"../scatter/make_bubble_size_func\":1047,\"./calc_errors\":1057,\"delaunay-triangulate\":123,\"gl-error3d\":161,\"gl-line3d\":172,\"gl-mesh3d\":205,\"gl-scatter3d\":251}],1059:[function(t,e,r){\"use strict\";function n(t,e,r,n){var a=0,o=r(\"x\"),s=r(\"y\"),l=r(\"z\");return i.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],n),o&&s&&l&&(a=Math.min(o.length,s.length,l.length),a<o.length&&(e.x=o.slice(0,a)),a<s.length&&(e.y=s.slice(0,a)),a<l.length&&(e.z=l.slice(0,a))),a}var i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../scatter/subtypes\"),s=t(\"../scatter/marker_defaults\"),l=t(\"../scatter/line_defaults\"),u=t(\"../scatter/text_defaults\"),c=t(\"../../components/errorbars/defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,i){function f(r,n){return a.coerce(t,e,h,r,n)}if(!n(t,e,f,i))return void(e.visible=!1);f(\"text\"),f(\"hovertext\"),f(\"mode\"),o.hasLines(e)&&(f(\"connectgaps\"),l(t,e,r,i,f)),o.hasMarkers(e)&&s(t,e,r,i,f),o.hasText(e)&&u(t,e,i,f);var d=(e.line||{}).color,p=(e.marker||{}).color;f(\"surfaceaxis\")>=0&&f(\"surfacecolor\",d||p);for(var m=[\"x\",\"y\",\"z\"],g=0;g<3;++g){var v=\"projection.\"+m[g];f(v+\".show\")&&(f(v+\".opacity\"),f(v+\".scale\"))}c(t,e,r,{axis:\"z\"}),c(t,e,r,{axis:\"y\",inherit:\"z\"}),c(t,e,r,{axis:\"x\",inherit:\"z\"})}},{\"../../components/errorbars/defaults\":633,\"../../lib\":728,\"../../registry\":846,\"../scatter/line_defaults\":1043,\"../scatter/marker_defaults\":1048,\"../scatter/subtypes\":1052,\"../scatter/text_defaults\":1053,\"./attributes\":1055}],1060:[function(t,e,r){\"use strict\";var n={};n.plot=t(\"./convert\"),n.attributes=t(\"./attributes\"),n.markerSymbols=t(\"../../constants/gl3d_markers\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"../scatter/colorbar\"),n.calc=t(\"./calc\"),n.moduleType=\"trace\",n.name=\"scatter3d\",n.basePlotModule=t(\"../../plots/gl3d\"),n.categories=[\"gl3d\",\"symbols\",\"markerColorscale\",\"showLegend\"],n.meta={},e.exports=n},{\"../../constants/gl3d_markers\":705,\"../../plots/gl3d\":811,\"../scatter/colorbar\":1034,\"./attributes\":1055,\"./calc\":1056,\"./convert\":1058,\"./defaults\":1059}],1061:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../components/colorscale/color_attributes\"),o=t(\"../../components/colorbar/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=n.marker,u=n.line,c=l.line;e.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:s({},n.mode,{dflt:\"markers\"}),text:s({},n.text,{}),line:{color:u.color,width:u.width,dash:u.dash,shape:s({},u.shape,{values:[\"linear\",\"spline\"]}),smoothing:u.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:s({},n.fill,{values:[\"none\",\"toself\",\"tonext\"]}),fillcolor:n.fillcolor,marker:s({symbol:l.symbol,opacity:l.opacity,maxdisplayed:l.maxdisplayed,size:l.size,sizeref:l.sizeref,sizemin:l.sizemin,sizemode:l.sizemode,line:s({width:c.width,editType:\"calc\"},a(\"marker\".line)),gradient:l.gradient,editType:\"calc\"},a(\"marker\"),{showscale:l.showscale,colorbar:o}),textfont:n.textfont,textposition:n.textposition,hoverinfo:s({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron}},{\"../../components/colorbar/attributes\":605,\"../../components/colorscale/color_attributes\":611,\"../../lib/extend\":717,\"../../plots/attributes\":770,\"../scatter/attributes\":1031}],1062:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/colorscale_calc\"),s=t(\"../scatter/arrays_to_calcdata\"),l=t(\"../carpet/lookup_carpetid\");e.exports=function(t,e){var r=e.carpetTrace=l(t,e);if(r&&r.visible&&\"legendonly\"!==r.visible){var u;e.xaxis=r.xaxis,e.yaxis=r.yaxis;var c,h,f=e.a.length,d=new Array(f),p=!1;for(u=0;u<f;u++)if(c=e.a[u],h=e.b[u],n(c)&&n(h)){var m=r.ab2xy(+c,+h,!0),g=r.isVisible(+c,+h);g||(p=!0),d[u]={x:m[0],y:m[1],a:c,b:h,vis:g}}else d[u]={x:!1,y:!1};e._needsCull=p,d[0].carpet=r,d[0].trace=e;var v,y;if(a.hasMarkers(e)&&(v=e.marker,y=v.size,Array.isArray(y))){var b={type:\"linear\"};i.setConvert(b),y=b.makeCalcdata(e.marker,\"size\"),y.length>f&&y.splice(f,y.length-f)}return o(e),s(d,e),d}}},{\"../../plots/cartesian/axes\":772,\"../carpet/lookup_carpetid\":903,\"../scatter/arrays_to_calcdata\":1030,\"../scatter/colorscale_calc\":1035,\"../scatter/subtypes\":1052,\"fast-isnumeric\":131}],1063:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),u=t(\"../scatter/text_defaults\"),c=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function d(r,i){return n.coerce(t,e,h,r,i)}d(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var p,m=d(\"a\"),g=d(\"b\");if(!(p=Math.min(m.length,g.length)))return void(e.visible=!1);m&&p<m.length&&(e.a=m.slice(0,p)),g&&p<g.length&&(e.b=g.slice(0,p)),d(\"text\"),d(\"mode\",p<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,f,d),l(t,e,d),d(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,f,d,{gradient:!0}),a.hasText(e)&&u(t,e,f,d);var v=[];(a.hasMarkers(e)||a.hasText(e))&&(d(\"marker.maxdisplayed\"),v.push(\"points\")),d(\"fill\"),\"none\"!==e.fill&&(c(t,e,r,d),a.hasLines(e)||l(t,e,d)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),d(\"hoveron\",v.join(\"+\")||\"points\")}},{\"../../lib\":728,\"../scatter/constants\":1036,\"../scatter/fillcolor_defaults\":1039,\"../scatter/line_defaults\":1043,\"../scatter/line_shape_defaults\":1045,\"../scatter/marker_defaults\":1048,\"../scatter/subtypes\":1052,\"../scatter/text_defaults\":1053,\"./attributes\":1061}],1064:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\");e.exports=function(t,e,r,i){function a(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,v.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}var o=n(t,e,r,i);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,u=t.xa._length,c=u*l/2,h=u-c;return s.x0=Math.max(Math.min(s.x0,h),c),s.x1=Math.max(Math.min(s.x1,h),c),o}var f=s.cd[s.index];s.a=f.a,s.b=f.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var d=s.trace,p=d._carpet,m=f.hi||d.hoverinfo,g=m.split(\"+\"),v=[];-1!==g.indexOf(\"all\")&&(g=[\"a\",\"b\"]),-1!==g.indexOf(\"a\")&&a(p.aaxis,f.a),-1!==g.indexOf(\"b\")&&a(p.baxis,f.b);var y=p.ab2ij([f.a,f.b]),b=Math.floor(y[0]),x=y[0]-b,_=Math.floor(y[1]),w=y[1]-_,M=p.evalxy([],b,_,x,w);return v.push(\"y: \"+M[1].toFixed(3)),s.extraText=v.join(\"<br>\"),o}}},{\"../scatter/hover\":1041}],1065:[function(t,e,r){\"use strict\";var n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"../scatter/colorbar\"),n.calc=t(\"./calc\"),n.plot=t(\"./plot\"),n.style=t(\"./style\"),n.hoverPoints=t(\"./hover\"),n.selectPoints=t(\"./select\"),n.moduleType=\"trace\",n.name=\"scattercarpet\",n.basePlotModule=t(\"../../plots/cartesian\"),n.categories=[\"carpet\",\"symbols\",\"markerColorscale\",\"showLegend\",\"carpetDependent\"],n.meta={},e.exports=n},{\"../../plots/cartesian\":782,\"../scatter/colorbar\":1034,\"./attributes\":1061,\"./calc\":1062,\"./defaults\":1063,\"./hover\":1064,\"./plot\":1066,\"./select\":1067,\"./style\":1068}],1066:[function(t,e,r){\"use strict\";var n=t(\"../scatter/plot\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../components/drawing\");e.exports=function(t,e,r){var o,s,l,u=r[0][0].carpet,c={xaxis:i.getFromId(t,u.xaxis||\"x\"),yaxis:i.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,c,r),o=0;o<r.length;o++)s=r[o][0].trace,l=c.plot.selectAll(\"g.trace\"+s.uid+\" .js-line\"),a.setClipUrl(l,u._clipPathId)}},{\"../../components/drawing\":628,\"../../plots/cartesian/axes\":772,\"../scatter/plot\":1049}],1067:[function(t,e,r){\"use strict\";var n=t(\"../scatter/select\");e.exports=function(t,e){var r=n(t,e);if(r){var i,a,o,s=t.cd;for(o=0;o<r.length;o++)i=r[o],a=s[i.pointNumber],i.a=a.a,i.b=a.b,i.c=a.c,delete i.x,delete i.y;return r}}},{\"../scatter/select\":1050}],1068:[function(t,e,r){\"use strict\";var n=t(\"../scatter/style\");e.exports=function(t){for(var e=t._fullLayout._modules,r=0;r<e.length;r++)if(\"scatter\"===e[r].name)return;n(t)}},{\"../scatter/style\":1051}],1069:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../components/colorscale/color_attributes\"),o=t(\"../../components/drawing/attributes\").dash,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll,u=n.marker,c=n.line,h=u.line;e.exports=l({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country names\"],dflt:\"ISO-3\"},mode:s({},n.mode,{dflt:\"markers\"}),text:s({},n.text,{}),hovertext:s({},n.hovertext,{}),textfont:n.textfont,textposition:n.textposition,line:{color:c.color,width:c.width,dash:o},connectgaps:n.connectgaps,marker:s({symbol:u.symbol,opacity:u.opacity,size:u.size,sizeref:u.sizeref,sizemin:u.sizemin,sizemode:u.sizemode,showscale:u.showscale,colorbar:u.colorbar,line:s({width:h.width},a(\"marker.line\")),gradient:u.gradient},a(\"marker\")),fill:{valType:\"enumerated\",values:[\"none\",\"toself\"],dflt:\"none\"},fillcolor:n.fillcolor,hoverinfo:s({},i.hoverinfo,{flags:[\"lon\",\"lat\",\"location\",\"text\",\"name\"]})},\"calc\",\"nested\")},{\"../../components/colorscale/color_attributes\":611,\"../../components/drawing/attributes\":627,\"../../lib/extend\":717,\"../../plot_api/edit_types\":756,\"../../plots/attributes\":770,\"../scatter/attributes\":1031}],1070:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../constants/numerical\").BADNUM,a=t(\"../scatter/colorscale_calc\"),o=t(\"../scatter/arrays_to_calcdata\");e.exports=function(t,e){for(var r=Array.isArray(e.locations),s=r?e.locations.length:e.lon.length,l=new Array(s),u=0;u<s;u++){var c=l[u]={};if(r){var h=e.locations[u];c.loc=\"string\"==typeof h?h:null}else{var f=e.lon[u],d=e.lat[u];n(f)&&n(d)?c.lonlat=[+f,+d]:c.lonlat=[i,i]}}return o(l,e),a(e),l}},{\"../../constants/numerical\":707,\"../scatter/arrays_to_calcdata\":1030,\"../scatter/colorscale_calc\":1035,\"fast-isnumeric\":131}],1071:[function(t,e,r){\"use strict\";function n(t,e,r){var n,i,a=0,o=r(\"locations\");return o?(r(\"locationmode\"),a=o.length):(n=r(\"lon\")||[],i=r(\"lat\")||[],a=Math.min(n.length,i.length),a<n.length&&(e.lon=n.slice(0,a)),a<i.length&&(e.lat=i.slice(0,a)),a)}var i=t(\"../../lib\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,h){function f(r,n){return i.coerce(t,e,c,r,n)}if(!n(t,e,f))return void(e.visible=!1);f(\"text\"),f(\"hovertext\"),f(\"mode\"),a.hasLines(e)&&(s(t,e,r,h,f),f(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,f,{gradient:!0}),a.hasText(e)&&l(t,e,h,f),f(\"fill\"),\"none\"!==e.fill&&u(t,e,r,f)}},{\"../../lib\":728,\"../scatter/fillcolor_defaults\":1039,\"../scatter/line_defaults\":1043,\"../scatter/marker_defaults\":1048,\"../scatter/subtypes\":1052,\"../scatter/text_defaults\":1053,\"./attributes\":1069}],1072:[function(t,e,r){\"use strict\";e.exports=function(t,e){return t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null,t}},{}],1073:[function(t,e,r){\"use strict\";function n(t,e,r){function n(t){return a.tickText(r,r.c2l(t),\"hover\").text+\"\\xb0\"}var i=e.hi||t.hoverinfo,o=\"all\"===i?u.hoverinfo.flags:i.split(\"+\"),s=-1!==o.indexOf(\"location\")&&Array.isArray(t.locations),c=-1!==o.indexOf(\"lon\"),h=-1!==o.indexOf(\"lat\"),f=-1!==o.indexOf(\"text\"),d=[];return s?d.push(e.loc):c&&h?d.push(\"(\"+n(e.lonlat[0])+\", \"+n(e.lonlat[1])+\")\"):c?d.push(\"lon: \"+n(e.lonlat[0])):h&&d.push(\"lat: \"+n(e.lonlat[1])),f&&l(e,t,d),d.join(\"<br>\")}var i=t(\"../../components/fx\"),a=t(\"../../plots/cartesian/axes\"),o=t(\"../../constants/numerical\").BADNUM,s=t(\"../scatter/get_trace_color\"),l=t(\"../scatter/fill_hover_text\"),u=t(\"./attributes\");e.exports=function(t,e,r){function a(t){var n=t.lonlat;if(n[0]===o)return 1/0;if(d(n))return 1/0;var i=p(n),a=p([e,r]),s=Math.abs(i[0]-a[0]),l=Math.abs(i[1]-a[1]),u=Math.max(3,t.mrc||0);return Math.max(Math.sqrt(s*s+l*l)-u,1-3/u)}var l=t.cd,u=l[0].trace,c=t.xa,h=t.ya,f=t.subplot,d=f.projection.isLonLatOverEdges,p=f.project;if(i.getClosest(l,a,t),!1!==t.index){var m=l[t.index],g=m.lonlat,v=[c.c2p(g),h.c2p(g)],y=m.mrc||1;return t.x0=v[0]-y,t.x1=v[0]+y,t.y0=v[1]-y,t.y1=v[1]+y,t.loc=m.loc,t.lon=g[0],t.lat=g[1],t.color=s(u,m),t.extraText=n(u,m,f.mockAxis),[t]}}},{\"../../components/fx\":645,\"../../constants/numerical\":707,\"../../plots/cartesian/axes\":772,\"../scatter/fill_hover_text\":1038,\"../scatter/get_trace_color\":1040,\"./attributes\":1069}],1074:[function(t,e,r){\"use strict\";var n={};n.attributes=t(\"./attributes\"),n.supplyDefaults=t(\"./defaults\"),n.colorbar=t(\"../scatter/colorbar\"),n.calc=t(\"./calc\"),n.plot=t(\"./plot\"),n.hoverPoints=t(\"./hover\"),n.eventData=t(\"./event_data\"),\n",
       "n.selectPoints=t(\"./select\"),n.moduleType=\"trace\",n.name=\"scattergeo\",n.basePlotModule=t(\"../../plots/geo\"),n.categories=[\"geo\",\"symbols\",\"markerColorscale\",\"showLegend\",\"scatter-like\"],n.meta={},e.exports=n},{\"../../plots/geo\":800,\"../scatter/colorbar\":1034,\"./attributes\":1069,\"./calc\":1070,\"./defaults\":1071,\"./event_data\":1072,\"./hover\":1073,\"./plot\":1075,\"./select\":1076}],1075:[function(t,e,r){\"use strict\";function n(t,e){var r=t[0].trace;if(Array.isArray(r.locations))for(var n=c(r,e),i=r.locationmode,a=0;a<t.length;a++){var o=t[a],s=h(i,o.loc,n);o.lonlat=s?s.properties.ct:[u,u]}}function i(t){var e=t.layers.frontplot.selectAll(\".trace.scattergeo\");e.style(\"opacity\",function(t){return t[0].trace.opacity}),e.each(function(e){var r=e[0].trace,n=a.select(this);n.selectAll(\"path.point\").call(o.pointStyle,r,t.graphDiv),n.selectAll(\"text\").call(o.textPointStyle,r,t.graphDiv)}),e.selectAll(\"path.js-line\").style(\"fill\",\"none\").each(function(t){var e=a.select(this),r=t.trace,n=r.line||{};e.call(s.stroke,n.color).call(o.dashLine,n.dash||\"\",n.width||0),\"none\"!==r.fill&&e.call(s.fill,r.fillcolor)})}var a=t(\"d3\"),o=t(\"../../components/drawing\"),s=t(\"../../components/color\"),l=t(\"../../lib\"),u=t(\"../../constants/numerical\").BADNUM,c=t(\"../../lib/topojson_utils\").getTopojsonFeatures,h=t(\"../../lib/geo_location_utils\").locationToFeature,f=t(\"../../lib/geojson_utils\"),d=t(\"../scatter/subtypes\");e.exports=function(t,e){function r(t){return t[0].trace.uid}function o(t,e){t.lonlat[0]===u&&a.select(e).remove()}for(var s=0;s<e.length;s++)n(e[s],t.topojson);var c=t.layers.frontplot.select(\".scatterlayer\").selectAll(\"g.trace.scattergeo\").data(e,r);c.enter().append(\"g\").attr(\"class\",\"trace scattergeo\"),c.exit().remove(),c.selectAll(\"*\").remove(),c.each(function(t){var e=t[0].node3=a.select(this),r=t[0].trace;if(d.hasLines(r)||\"none\"!==r.fill){var n=f.calcTraceToLineCoords(t),i=\"none\"!==r.fill?f.makePolygon(n):f.makeLine(n);e.selectAll(\"path.js-line\").data([{geojson:i,trace:r}]).enter().append(\"path\").classed(\"js-line\",!0).style(\"stroke-miterlimit\",2)}d.hasMarkers(r)&&e.selectAll(\"path.point\").data(l.identity).enter().append(\"path\").classed(\"point\",!0).each(function(t){o(t,this)}),d.hasText(r)&&e.selectAll(\"g\").data(l.identity).enter().append(\"g\").append(\"text\").each(function(t){o(t,this)})}),i(t)}},{\"../../components/color\":604,\"../../components/drawing\":628,\"../../constants/numerical\":707,\"../../lib\":728,\"../../lib/geo_location_utils\":720,\"../../lib/geojson_utils\":721,\"../../lib/topojson_utils\":753,\"../scatter/subtypes\":1052,d3:122}],1076:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),i=t(\"../../constants/interactions\").DESELECTDIM;e.exports=function(t,e){var r,a,o,s,l,u=t.cd,c=t.xaxis,h=t.yaxis,f=[],d=u[0].trace,p=u[0].node3;if(!n.hasMarkers(d)&&!n.hasText(d))return[];var m=d.marker,g=Array.isArray(m.opacity)?1:m.opacity;if(!1===e)for(l=0;l<u.length;l++)u[l].dim=0;else for(l=0;l<u.length;l++)r=u[l],a=r.lonlat,o=c.c2p(a),s=h.c2p(a),e.contains([o,s])?(f.push({pointNumber:l,lon:a[0],lat:a[1]}),r.dim=0):r.dim=1;return p.selectAll(\"path.point\").style(\"opacity\",function(t){return((t.mo+1||g+1)-1)*(t.dim?i:1)}),p.selectAll(\"text\").style(\"opacity\",function(t){return t.dim?i:1}),f}},{\"../../constants/interactions\":706,\"../scatter/subtypes\":1052}],1077:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\"),i=t(\"../../components/colorscale/color_attributes\"),a=t(\"../../constants/gl2d_dashes\"),o=t(\"../../constants/gl2d_markers\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll,u=n.line,c=n.marker,h=c.line,f=e.exports=l({x:n.x,x0:n.x0,dx:n.dx,y:n.y,y0:n.y0,dy:n.dy,text:s({},n.text,{}),mode:{valType:\"flaglist\",flags:[\"lines\",\"markers\"],extras:[\"none\"]},line:{color:u.color,width:u.width,dash:{valType:\"enumerated\",values:Object.keys(a),dflt:\"solid\"}},marker:s({},i(\"marker\"),{symbol:{valType:\"enumerated\",values:Object.keys(o),dflt:\"circle\",arrayOk:!0},size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,opacity:c.opacity,showscale:c.showscale,colorbar:c.colorbar,line:s({},i(\"marker.line\"),{width:h.width})}),connectgaps:n.connectgaps,fill:s({},n.fill,{values:[\"none\",\"tozeroy\",\"tozerox\"]}),fillcolor:n.fillcolor,error_y:n.error_y,error_x:n.error_x},\"calc\",\"nested\");f.x.editType=f.y.editType=f.x0.editType=f.y0.editType=\"calc+clearAxisTypes\"},{\"../../components/colorscale/color_attributes\":611,\"../../constants/gl2d_dashes\":702,\"../../constants/gl2d_markers\":703,\"../../lib/extend\":717,\"../../plot_api/edit_types\":756,\"../scatter/attributes\":1031}],1078:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\"),i=t(\"../scatter/arrays_to_calcdata\"),a=t(\"../scatter/colorscale_calc\");e.exports=function(t,e){var r,o=t._fullLayout.dragmode;if(\"lasso\"===o||\"select\"===o){var s,l=n.getFromId(t,e.xaxis||\"x\"),u=n.getFromId(t,e.yaxis||\"y\"),c=l.makeCalcdata(e,\"x\"),h=u.makeCalcdata(e,\"y\"),f=Math.min(c.length,h.length);for(r=new Array(f),s=0;s<f;s++)r[s]={x:c[s],y:h[s]}}else r=[{x:!1,y:!1,trace:e,t:{}}],i(r,e);return a(e),r}},{\"../../plots/cartesian/axes\":772,\"../scatter/arrays_to_calcdata\":1030,\"../scatter/colorscale_calc\":1035}],1079:[function(t,e,r){\"use strict\";function n(t,e){this.scene=t,this.uid=e,this.type=\"scattergl\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 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Array.isArray(e)||(e=[e]),a(t,e,r)}function a(t,e,r){for(var n=new Array(r),i=e[0],a=0;a<r;++a)n[a]=t(a>=e.length?i:e[a]);return n}function o(t,e,r){return l(O(t,r),P(e,r),r)}function s(t,e,r,n){var i=k(t,e,n);return i=Array.isArray(i[0])?i:a(y.identity,[i],n),l(i,P(r,n),n)}function l(t,e,r){for(var n=new Array(4*r),i=0;i<r;++i){for(var a=0;a<3;++a)n[4*i+a]=t[i][a];n[4*i+3]=t[i][3]*e[i]}return n}function u(t){return\"\"===t.split(\"-open\")[1]}function c(t,e,r,n,i){var a,o=i?C:1;for(a=0;a<3;a++)t[4*r+a]=e[4*n+a];t[4*r+a]=o*e[4*n+a]}function h(t){for(var e,r=t.length,n=Math.max(1,(r-1)/Math.min(Math.max(r,1),1e3)),i=0;i<r;i+=n)if(e=t[Math.floor(i)],!(v(e)||e instanceof Date))return!1;return!0}function f(t,e,r){var i=new n(t,e.uid);return i.update(e,r),i}var d=t(\"gl-scatter2d\"),p=t(\"gl-scatter2d-sdf\"),m=t(\"gl-line2d\"),g=t(\"gl-error2d\"),v=t(\"fast-isnumeric\"),y=t(\"../../lib\"),b=t(\"../../plots/cartesian/axes\"),x=t(\"../../plots/cartesian/axis_autotype\"),_=t(\"../../components/errorbars\"),w=t(\"../../lib/str2rgbarray\"),M=t(\"../../lib/typed_array_truncate\"),k=t(\"../../lib/gl_format_color\"),A=t(\"../scatter/subtypes\"),T=t(\"../scatter/make_bubble_size_func\"),S=t(\"../scatter/get_trace_color\"),E=t(\"../../constants/gl2d_markers\"),L=t(\"../../constants/gl2d_dashes\"),C=t(\"../../constants/interactions\").DESELECTDIM,I=[\"xaxis\",\"yaxis\"],z=[0,0,0,0],D=n.prototype;D.initObject=function(t,e,r){function n(){u||(u=t(s,e),u._trace=o,u._index=r),u.update(e)}function i(){u&&u.update(l)}function a(){u&&u.dispose()}var o=this,s=o.scene.glplot,l=y.extendFlat({},e),u=null;return{options:e,update:n,clear:i,dispose:a}},D.handlePick=function(t){var e=t.pointId;(t.object!==this.line||this.connectgaps)&&(e=this.idToIndex[t.pointId]);var r=this.pickXData[e];return{trace:this,dataCoord:t.dataCoord,traceCoord:[v(r)||!y.isDateTime(r)?r:y.dateTime2ms(r),this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:Array.isArray(this.color)?this.color[e]:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},D.isFancy=function(t){if(\"linear\"!==this.scene.xaxis.type&&\"date\"!==this.scene.xaxis.type)return!0;if(\"linear\"!==this.scene.yaxis.type)return!0;if(!t.x||!t.y)return!0;if(this.hasMarkers){var e=t.marker||{};if(Array.isArray(e.symbol)||\"circle\"!==e.symbol||Array.isArray(e.size)||Array.isArray(e.color)||Array.isArray(e.line.width)||Array.isArray(e.line.color)||Array.isArray(e.opacity))return!0}return!(!this.hasLines||this.connectgaps)||(!!this.hasErrorX||!!this.hasErrorY)};var P=i.bind(null,function(t){return+t}),O=i.bind(null,w),R=i.bind(null,function(t){return E[t]?t:\"circle\"});D.update=function(t,e){!0!==t.visible?(this.isVisible=!1,this.hasLines=!1,this.hasErrorX=!1,this.hasErrorY=!1,this.hasMarkers=!1):(this.isVisible=!0,this.hasLines=A.hasLines(t),this.hasErrorX=!0===t.error_x.visible,this.hasErrorY=!0===t.error_y.visible,this.hasMarkers=A.hasMarkers(t)),this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.connectgaps=!!t.connectgaps,this.isVisible?this.isFancy(t)?this.updateFancy(t):this.updateFast(t):(this.line.clear(),this.errorX.clear(),this.errorY.clear(),this.scatter.clear(),this.fancyScatter.clear()),this.scene.glplot.objects.sort(function(t,e){return t._index-e._index}),this.index=t.index,this.color=S(t,{}),e&&e[0]&&!e[0]._glTrace&&(e[0]._glTrace=this)},D.updateFast=function(t){var e,r,n,i,a,o=this.xData=this.pickXData=t.x,s=this.yData=this.pickYData=t.y,l=o.length,u=new Array(l),c=new Float64Array(2*l),f=this.bounds,d=0,p=0,m=t.selection,g=t.xcalendar,b=h(o),_=!b&&\"date\"===x(o,g);if(b||_)for(e=0;e<l;++e)i=o[e],a=s[e],v(a)&&(b||(i=y.dateTime2ms(i,g)),c[p++]=i,c[p++]=a,u[d++]=e,f[0]=Math.min(f[0],i),f[1]=Math.min(f[1],a),f[2]=Math.max(f[2],i),f[3]=Math.max(f[3],a));if(c=M(c,p),this.idToIndex=u,m&&m.length)for(r=new Float64Array(2*m.length),e=0,n=m.length;e<n;e++)r[2*e+0]=m[e].x,r[2*e+1]=m[e].y;this.updateLines(t,c),this.updateError(\"X\",t),this.updateError(\"Y\",t);var k;if(this.hasMarkers){var A,T,S;r?(this.scatter.options.positions=null,A=w(t.marker.color),T=w(t.marker.line.color),S=t.opacity*t.marker.opacity*C,A[3]*=S,this.scatter.options.color=A,T[3]*=S,this.scatter.options.borderColor=T,k=t.marker.size,this.scatter.options.size=k,this.scatter.options.borderSize=t.marker.line.width,this.scatter.update(),this.scatter.options.positions=c,this.selectScatter.options.positions=r,A=w(t.marker.color),T=w(t.marker.line.color),S=t.opacity*t.marker.opacity,A[3]*=S,this.selectScatter.options.color=A,T[3]*=S,this.selectScatter.options.borderColor=T,k=t.marker.size,this.selectScatter.options.size=k,this.selectScatter.options.borderSize=t.marker.line.width,this.selectScatter.update()):(this.scatter.options.positions=c,A=w(t.marker.color),T=w(t.marker.line.color),S=t.opacity*t.marker.opacity,A[3]*=S,this.scatter.options.color=A,T[3]*=S,this.scatter.options.borderColor=T,k=t.marker.size,this.scatter.options.size=k,this.scatter.options.borderSize=t.marker.line.width,this.scatter.update())}else this.scatter.clear();this.fancyScatter.clear(),this.expandAxesFast(f,k)},D.updateFancy=function(t){var e=this.scene,r=e.xaxis,n=e.yaxis,a=this.bounds,o=t.selection,l=this.pickXData=r.makeCalcdata(t,\"x\").slice(),h=this.pickYData=n.makeCalcdata(t,\"y\").slice();this.xData=l.slice(),this.yData=h.slice();var f,d,p,m,g,v,y,b=_.calcFromTrace(t,e.fullLayout),x=l.length,w=new Array(x),k=new Float64Array(2*x),A=new Float64Array(4*x),S=new Float64Array(4*x),L=0,C=0,I=0,D=0,O=\"log\"===r.type?r.d2l:function(t){return t},F=\"log\"===n.type?n.d2l:function(t){return t};for(f=0;f<x;++f)this.xData[f]=d=O(l[f]),this.yData[f]=p=F(h[f]),isNaN(d)||isNaN(p)||(w[L++]=f,k[C++]=d,k[C++]=p,m=A[I++]=d-b[f].xs||0,g=A[I++]=b[f].xh-d||0,A[I++]=0,A[I++]=0,S[D++]=0,S[D++]=0,v=S[D++]=p-b[f].ys||0,y=S[D++]=b[f].yh-p||0,a[0]=Math.min(a[0],d-m),a[1]=Math.min(a[1],p-v),a[2]=Math.max(a[2],d+g),a[3]=Math.max(a[3],p+y));k=M(k,C),this.idToIndex=w,this.updateLines(t,k),this.updateError(\"X\",t,k,A),this.updateError(\"Y\",t,k,S);var j,N;if(o&&o.length)for(N={},f=0;f<o.length;f++)N[o[f].pointNumber]=!0;if(this.hasMarkers){this.scatter.options.positions=k,this.scatter.options.sizes=new Array(L),this.scatter.options.glyphs=new Array(L),this.scatter.options.borderWidths=new Array(L),this.scatter.options.colors=new Array(4*L),this.scatter.options.borderColors=new Array(4*L);var B,U,V,H,q,G,Y,W,X,Z,J=T(t),K=t.marker,Q=K.opacity,$=t.opacity,tt=R(K.symbol,x),et=s(K,Q,$,x),rt=P(K.line.width,x),nt=s(K.line,Q,$,x);for(j=i(J,K.size,x),f=0;f<L;++f)B=w[f],V=tt[B],H=E[V],q=u(V),G=N&&!N[B],Y=H.noBorder&&!q?nt:et,W=q?et:nt,U=j[B],X=rt[B],Z=H.noBorder||H.noFill?.1*U:0,this.scatter.options.sizes[f]=4*U,this.scatter.options.glyphs[f]=H.unicode,this.scatter.options.borderWidths[f]=.5*(X>Z?X-Z:0),!q||H.noBorder||H.noFill?c(this.scatter.options.colors,Y,f,B,G):c(this.scatter.options.colors,z,f,0),c(this.scatter.options.borderColors,W,f,B,G);N?(this.scatter.options.positions=null,this.fancyScatter.update(),this.scatter.options.positions=k):this.fancyScatter.update()}else this.fancyScatter.clear();this.scatter.clear(),this.expandAxesFancy(l,h,j)},D.updateLines=function(t,e){var r;if(this.hasLines){var n=e;if(!t.connectgaps){var i=0,a=this.xData,s=this.yData;for(n=new Float64Array(2*a.length),r=0;r<a.length;++r)n[i++]=a[r],n[i++]=s[r]}this.line.options.positions=n;var l=o(t.line.color,t.opacity,1),u=Math.round(.5*this.line.options.width),c=(L[t.line.dash]||[1]).slice();for(r=0;r<c.length;++r)c[r]*=u;switch(t.fill){case\"tozeroy\":this.line.options.fill=[!1,!0,!1,!1];break;case\"tozerox\":this.line.options.fill=[!0,!1,!1,!1];break;default:this.line.options.fill=[!1,!1,!1,!1]}var h=w(t.fillcolor);this.line.options.color=l,this.line.options.width=2*t.line.width,this.line.options.dashes=c,this.line.options.fillColor=[h,h,h,h],this.line.update()}else this.line.clear()},D.updateError=function(t,e,r,n){var i=this[\"error\"+t],a=e[\"error_\"+t.toLowerCase()];\"x\"===t.toLowerCase()&&a.copy_ystyle&&(a=e.error_y),this[\"hasError\"+t]?(i.options.positions=r,i.options.errors=n,i.options.capSize=a.width,i.options.lineWidth=a.thickness/2,i.options.color=o(a.color,1,1),i.update()):i.clear()},D.expandAxesFast=function(t,e){for(var r,n,i,a=e||10,o=0;o<2;o++)r=this.scene[I[o]],n=r._min,n||(n=[]),n.push({val:t[o],pad:a}),i=r._max,i||(i=[]),i.push({val:t[o+2],pad:a})},D.expandAxesFancy=function(t,e,r){var n=this.scene,i={padded:!0,ppad:r};b.expand(n.xaxis,t,i),b.expand(n.yaxis,e,i)},D.dispose=function(){this.line.dispose(),this.errorX.dispose(),this.errorY.dispose(),this.scatter.dispose(),this.fancyScatter.dispose()},e.exports=f},{\"../../components/errorbars\":634,\"../../constants/gl2d_dashes\":702,\"../../constants/gl2d_markers\":703,\"../../constants/interactions\":706,\"../../lib\":728,\"../../lib/gl_format_color\":724,\"../../lib/str2rgbarray\":749,\"../../lib/typed_array_truncate\":754,\"../../plots/cartesian/axes\":772,\"../../plots/cartesian/axis_autotype\":773,\"../scatter/get_trace_color\":1040,\"../scatter/make_bubble_size_func\":1047,\"../scatter/subtypes\":1052,\"fast-isnumeric\":131,\"gl-error2d\":159,\"gl-line2d\":170,\"gl-scatter2d\":248,\"gl-scatter2d-sdf\":243}],1080:[function(t,e,r){\"use 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       "    PLOT = document.getElementById('51cb5afe-163a-410a-8955-6f7e7038943c');\n",
       "    Plotly.plot(PLOT, 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       "    </script>\n"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using Plots\n",
    "plotly()\n",
    "N = 10000\n",
    "rw(N) = cumsum(randn(N))\n",
    "plot(rw(N), rw(N), rw(N), size=(500, 500))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "kernelspec": {
   "display_name": "Julia 0.6.2",
   "language": "julia",
   "name": "julia-0.6"
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  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
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}