{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: replacing module PlotRegion.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "ezcontour! (generic function with 1 method)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "include(\"plotregion.jl\")\n",
    "using Plots\n",
    "\n",
    "ezcontour!(x, y, f) = begin\n",
    "    X = repeat(x', length(y), 1)\n",
    "    Y = repeat(y, 1, length(x))\n",
    "    # Evaluate each f(x, y) =\n",
    "    Z = map((x,y) -> (f([x,y])), X, Y)\n",
    "    plot!(x, y, Z, st=:contour)\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "qp_activeset_step! (generic function with 1 method)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# \n",
    "#  min  1/2 x'*G*x + c'*x\n",
    "#  s.t. Ax = b\n",
    "#       Bx >= d\n",
    "using Printf\n",
    "mutable struct QPProblem\n",
    "    G::Matrix{Float64}\n",
    "    c::Vector{Float64}\n",
    "    \n",
    "    A::Matrix{Float64}\n",
    "    b::Vector{Float64}\n",
    "    \n",
    "    B::Matrix{Float64}\n",
    "    d::Vector{Float64}\n",
    "end\n",
    "\n",
    "mutable struct QPActiveState\n",
    "    x::Vector{Float64}\n",
    "    W::Set{Int}\n",
    "    flag::Bool\n",
    "    fval::Float64\n",
    "    P::QPProblem\n",
    "end\n",
    "\n",
    "\"\"\"A very simple QP KKT solver\"\"\"\n",
    "function qp_kkt_solve(P::QPProblem, W::Set{Int}, x::Vector{Float64})\n",
    "    Aeq = [P.A; P.B[collect(W),:]];\n",
    "    n = size(P.G,1)\n",
    "    m1 = size(P.A,1)\n",
    "    m2 = size(Aeq,1)\n",
    "    g = P.G*x + P.c\n",
    "    G = P.G\n",
    "    \n",
    "    sys = [G Aeq'; Aeq zeros(m2,m2)]\n",
    "    rhs = [g; zeros(m2,1)]\n",
    "    sol = sys\\rhs\n",
    "    p = -sol[1:n]\n",
    "    lam = sol[n+1:n+m1]\n",
    "    mu = zeros(size(P.B,1))\n",
    "    mu[collect(W)] = sol[n+m1+1:n+m2]\n",
    "    return p, lam, mu\n",
    "end\n",
    "\n",
    "function fval(P::QPProblem, x::Vector{Float64})\n",
    "    if length(P.b) > 0 && norm(P.A*x - P.b) >= 1.0e-8*length(P.b)\n",
    "        return Inf\n",
    "    elseif any(P.B*x - P.d .<= -1.0e-8)\n",
    "        return Inf\n",
    "    else\n",
    "        return 0.5*dot(P.G*x, x) + dot(P.c, x)\n",
    "    end     \n",
    "end\n",
    "\n",
    "# Setup an active set method for\n",
    "#  min  1/2 x'*G*x + c'*x\n",
    "#  s.t. Ax = b\n",
    "#       Bx >= d\n",
    "# with W as the initial working set\n",
    "function qp_init(G,c,A,b,B,d,W, x0)\n",
    "    P = QPProblem(G,c,A,b,B,d)\n",
    "    \n",
    "    W = Set{Int}(W) # make a copy\n",
    "    #p, lam, mu = kkt_solve(P, W, x0)\n",
    "    \n",
    "    return QPActiveState(x0, W, false, fval(P,x0), P)\n",
    "end\n",
    "\n",
    "# Take a step for an active set method for\n",
    "#  min  1/2 x'*G*x + c'*x\n",
    "#  s.t. Ax = b\n",
    "#       Bx >= d\n",
    "function qp_activeset_step!(S::QPActiveState)\n",
    "    p, lam, mu = qp_kkt_solve(S.P, S.W, S.x)\n",
    "    note = \"stepped\" #default case\n",
    "    if norm(p) <= 100*eps(1.0)\n",
    "        # we are done, or update working set\n",
    "        xn = S.x\n",
    "        if all(mu .>= -100*eps(1.0))\n",
    "            S.flag = true # solved it!\n",
    "        else\n",
    "            j = findmin(mu)[2]\n",
    "            delete!(S.W,j)\n",
    "            note = \"removed $j\"\n",
    "        end\n",
    "    else\n",
    "        # we need to move\n",
    "        # find the first constraint we hit that isn't\n",
    "        # in the working set\n",
    "        alpha = 1.0\n",
    "        ind = 0\n",
    "        \n",
    "        for i = 1:size(S.P.B,1)\n",
    "            # for each inequal constraint\n",
    "            if i in S.W\n",
    "                # do nothing\n",
    "            else\n",
    "                bi = S.P.B[i,:]\n",
    "                di = S.P.d[i]\n",
    "                if dot(bi,p) < -100*eps(1.0) # then we might hit a constraint\n",
    "                    testalpha = (di - dot(bi,S.x))/(dot(bi,p))\n",
    "                    if testalpha < alpha\n",
    "                        alpha = testalpha\n",
    "                        ind = i\n",
    "                    end\n",
    "                end\n",
    "            end\n",
    "        end\n",
    "        \n",
    "        xn = S.x + alpha*p\n",
    "        if ind > 0\n",
    "            push!(S.W,ind) # add ind to the working set\n",
    "            note = \"added $ind\"\n",
    "        end\n",
    "    end\n",
    "    S.x = xn\n",
    "    S.fval = fval(S.P, S.x)\n",
    "    if length(mu) > 3 \n",
    "        @printf(\"Step: f=%4.1f  x=[%4.1f,%4.1f]  mu=[%-4.1f,%-4.1f,%-4.1f,%-4.1f]   note=%s\\n\",\n",
    "                        S.fval, S.x[1], S.x[2], mu[1], mu[2], mu[3], mu[4], note)\n",
    "    elseif length(mu) == 3\n",
    "        @printf(\"Step: f=%4.1f  x=[%4.1f,%4.1f]  mu=[%-4.1f,%-4.1f,%-4.1f]   note=%s\\n\",\n",
    "                        S.fval, S.x[1], S.x[2], mu[1], mu[2], mu[3], note)\n",
    "    elseif length(mu) == 2\n",
    "        @printf(\"Step: f=%4.1f  x=[%4.1f,%4.1f]  mu=[%-4.1f,%-4.1f]   note=%s\\n\",\n",
    "                        S.fval, S.x[1], S.x[2], mu[1], mu[2], note)\n",
    "    elseif length(mu) == 1\n",
    "        @printf(\"Step: f=%4.1f  x=[%4.1f,%4.1f]  mu=[%-4.1f]   note=%s\\n\",\n",
    "                        S.fval, S.x[1], S.x[2], mu[1], note)\n",
    "    elseif length(mu) == 0\n",
    "        @printf(\"Step: f=%4.1f  x=[%4.1f,%4.1f]  mu=[]   note=%s\\n\",\n",
    "                        S.fval, S.x[1], S.x[2],  note)\n",
    "    end\n",
    "\n",
    "    return S                \n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip030\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip031\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M147.478 1486.45 L2112.76 1486.45 L2112.76 47.2441 L147.478 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip032\">\n",
       "    <rect x=\"147\" y=\"47\" width=\"1966\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"203.099,1486.45 203.099,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"666.608,1486.45 666.608,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1130.12,1486.45 1130.12,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1593.63,1486.45 1593.63,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2057.13,1486.45 2057.13,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1219.43 2112.76,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,993.136 2112.76,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,766.846 2112.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,540.556 2112.76,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,314.266 2112.76,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1486.45 203.099,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"666.608,1486.45 666.608,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1130.12,1486.45 1130.12,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1593.63,1486.45 1593.63,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1486.45 2057.13,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M172.856 1532.02 L202.532 1532.02 L202.532 1535.95 L172.856 1535.95 L172.856 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M213.435 1544.91 L221.073 1544.91 L221.073 1518.55 L212.763 1520.21 L212.763 1515.95 L221.027 1514.29 L225.703 1514.29 L225.703 1544.91 L233.342 1544.91 L233.342 1548.85 L213.435 1548.85 L213.435 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M666.608 1517.37 Q662.997 1517.37 661.168 1520.93 Q659.363 1524.47 659.363 1531.6 Q659.363 1538.71 661.168 1542.27 Q662.997 1545.82 666.608 1545.82 Q670.242 1545.82 672.048 1542.27 Q673.876 1538.71 673.876 1531.6 Q673.876 1524.47 672.048 1520.93 Q670.242 1517.37 666.608 1517.37 M666.608 1513.66 Q672.418 1513.66 675.474 1518.27 Q678.552 1522.85 678.552 1531.6 Q678.552 1540.33 675.474 1544.94 Q672.418 1549.52 666.608 1549.52 Q660.798 1549.52 657.719 1544.94 Q654.664 1540.33 654.664 1531.6 Q654.664 1522.85 657.719 1518.27 Q660.798 1513.66 666.608 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M1120.5 1544.91 L1128.14 1544.91 L1128.14 1518.55 L1119.83 1520.21 L1119.83 1515.95 L1128.09 1514.29 L1132.77 1514.29 L1132.77 1544.91 L1140.41 1544.91 L1140.41 1548.85 L1120.5 1548.85 L1120.5 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M1588.28 1544.91 L1604.6 1544.91 L1604.6 1548.85 L1582.65 1548.85 L1582.65 1544.91 Q1585.32 1542.16 1589.9 1537.53 Q1594.51 1532.88 1595.69 1531.53 Q1597.93 1529.01 1598.81 1527.27 Q1599.71 1525.51 1599.71 1523.82 Q1599.71 1521.07 1597.77 1519.33 Q1595.85 1517.6 1592.75 1517.6 Q1590.55 1517.6 1588.09 1518.36 Q1585.66 1519.13 1582.89 1520.68 L1582.89 1515.95 Q1585.71 1514.82 1588.16 1514.24 Q1590.62 1513.66 1592.65 1513.66 Q1598.02 1513.66 1601.22 1516.35 Q1604.41 1519.03 1604.41 1523.52 Q1604.41 1525.65 1603.6 1527.57 Q1602.82 1529.47 1600.71 1532.07 Q1600.13 1532.74 1597.03 1535.95 Q1593.93 1539.15 1588.28 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2061.38 1530.21 Q2064.74 1530.93 2066.61 1533.2 Q2068.51 1535.47 2068.51 1538.8 Q2068.51 1543.92 2064.99 1546.72 Q2061.48 1549.52 2054.99 1549.52 Q2052.82 1549.52 2050.5 1549.08 Q2048.21 1548.66 2045.76 1547.81 L2045.76 1543.29 Q2047.7 1544.43 2050.02 1545.01 Q2052.33 1545.58 2054.85 1545.58 Q2059.25 1545.58 2061.54 1543.85 Q2063.86 1542.11 2063.86 1538.8 Q2063.86 1535.75 2061.71 1534.03 Q2059.58 1532.3 2055.76 1532.3 L2051.73 1532.3 L2051.73 1528.45 L2055.94 1528.45 Q2059.39 1528.45 2061.22 1527.09 Q2063.05 1525.7 2063.05 1523.11 Q2063.05 1520.45 2061.15 1519.03 Q2059.28 1517.6 2055.76 1517.6 Q2053.84 1517.6 2051.64 1518.01 Q2049.44 1518.43 2046.8 1519.31 L2046.8 1515.14 Q2049.46 1514.4 2051.78 1514.03 Q2054.11 1513.66 2056.17 1513.66 Q2061.5 1513.66 2064.6 1516.09 Q2067.7 1518.5 2067.7 1522.62 Q2067.7 1525.49 2066.06 1527.48 Q2064.41 1529.45 2061.38 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 147.478,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1445.72 164.319,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1219.43 164.319,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,993.136 164.319,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,766.846 164.319,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,540.556 164.319,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,314.266 164.319,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,87.9763 164.319,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M50.9921 1446.17 L80.6679 1446.17 L80.6679 1450.1 L50.9921 1450.1 L50.9921 1446.17 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M91.5706 1459.06 L99.2095 1459.06 L99.2095 1432.69 L90.8993 1434.36 L90.8993 1430.1 L99.1632 1428.44 L103.839 1428.44 L103.839 1459.06 L111.478 1459.06 L111.478 1463 L91.5706 1463 L91.5706 1459.06 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M99.5335 1205.22 Q95.9224 1205.22 94.0937 1208.79 Q92.2882 1212.33 92.2882 1219.46 Q92.2882 1226.57 94.0937 1230.13 Q95.9224 1233.67 99.5335 1233.67 Q103.168 1233.67 104.973 1230.13 Q106.802 1226.57 106.802 1219.46 Q106.802 1212.33 104.973 1208.79 Q103.168 1205.22 99.5335 1205.22 M99.5335 1201.52 Q105.344 1201.52 108.399 1206.13 Q111.478 1210.71 111.478 1219.46 Q111.478 1228.19 108.399 1232.79 Q105.344 1237.38 99.5335 1237.38 Q93.7234 1237.38 90.6447 1232.79 Q87.5892 1228.19 87.5892 1219.46 Q87.5892 1210.71 90.6447 1206.13 Q93.7234 1201.52 99.5335 1201.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M91.5706 1006.48 L99.2095 1006.48 L99.2095 980.115 L90.8993 981.782 L90.8993 977.523 L99.1632 975.856 L103.839 975.856 L103.839 1006.48 L111.478 1006.48 L111.478 1010.42 L91.5706 1010.42 L91.5706 1006.48 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M95.1586 780.191 L111.478 780.191 L111.478 784.126 L89.5336 784.126 L89.5336 780.191 Q92.1956 777.436 96.7789 772.807 Q101.385 768.154 102.566 766.811 Q104.811 764.288 105.691 762.552 Q106.594 760.793 106.594 759.103 Q106.594 756.348 104.649 754.612 Q102.728 752.876 99.6261 752.876 Q97.4271 752.876 94.9734 753.64 Q92.5428 754.404 89.7651 755.955 L89.7651 751.233 Q92.5891 750.098 95.0428 749.52 Q97.4965 748.941 99.5335 748.941 Q104.904 748.941 108.098 751.626 Q111.293 754.311 111.293 758.802 Q111.293 760.932 110.483 762.853 Q109.696 764.751 107.589 767.344 Q107.01 768.015 103.909 771.233 Q100.807 774.427 95.1586 780.191 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M104.348 539.202 Q107.705 539.92 109.58 542.188 Q111.478 544.457 111.478 547.79 Q111.478 552.906 107.959 555.706 Q104.441 558.507 97.9595 558.507 Q95.7836 558.507 93.4688 558.068 Q91.1771 557.651 88.7234 556.794 L88.7234 552.281 Q90.6678 553.415 92.9826 553.994 Q95.2974 554.572 97.8206 554.572 Q102.219 554.572 104.51 552.836 Q106.825 551.1 106.825 547.79 Q106.825 544.734 104.672 543.021 Q102.543 541.285 98.7234 541.285 L94.6956 541.285 L94.6956 537.443 L98.9085 537.443 Q102.358 537.443 104.186 536.077 Q106.015 534.688 106.015 532.095 Q106.015 529.433 104.117 528.021 Q102.242 526.586 98.7234 526.586 Q96.8021 526.586 94.603 527.003 Q92.4039 527.42 89.7651 528.299 L89.7651 524.133 Q92.4271 523.392 94.7419 523.021 Q97.0798 522.651 99.14 522.651 Q104.464 522.651 107.566 525.082 Q110.668 527.489 110.668 531.609 Q110.668 534.48 109.024 536.47 Q107.381 538.438 104.348 539.202 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M101.895 301.06 L90.0891 319.509 L101.895 319.509 L101.895 301.06 M100.668 296.986 L106.547 296.986 L106.547 319.509 L111.478 319.509 L111.478 323.398 L106.547 323.398 L106.547 331.546 L101.895 331.546 L101.895 323.398 L86.2929 323.398 L86.2929 318.884 L100.668 296.986 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M90.5752 70.6963 L108.932 70.6963 L108.932 74.6314 L94.8576 74.6314 L94.8576 83.1036 Q95.8761 82.7564 96.8947 82.5944 Q97.9132 82.4092 98.9317 82.4092 Q104.719 82.4092 108.098 85.5805 Q111.478 88.7517 111.478 94.1684 Q111.478 99.747 108.006 102.849 Q104.534 105.928 98.2141 105.928 Q96.0382 105.928 93.7697 105.557 Q91.5243 105.187 89.1169 104.446 L89.1169 99.747 Q91.2002 100.881 93.4225 101.437 Q95.6447 101.992 98.1215 101.992 Q102.126 101.992 104.464 99.8859 Q106.802 97.7795 106.802 94.1684 Q106.802 90.5573 104.464 88.4508 Q102.126 86.3443 98.1215 86.3443 Q96.2465 86.3443 94.3715 86.761 Q92.5197 87.1777 90.5752 88.0573 L90.5752 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip032)\" d=\"M481.204 947.878 L2057.13 1332.57 L2057.13 87.9763 L1130.12 314.266 L481.204 947.878  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"481.204,947.878 2057.13,1332.57 2057.13,87.9763 1130.12,314.266 481.204,947.878 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1407.2 305.344,1389.14 318.976,1386.63 434.853,1362.74 550.731,1336.34 565.845,1332.57 666.608,1306.26 773.215,1276 782.485,1273.24 898.362,1235.98 946.312,1219.43 1014.24,1194.77 1096.48,1162.85 1130.12,1149.09 1228.44,1106.28 1245.99,1098.2 1345.32,1049.71 1361.87,1041.14 1449.56,993.136 1477.75,976.712 1543.12,936.563 1593.63,903.4 1627.54,879.991 1703.85,823.418 1709.5,818.893 1771.48,766.846 1825.38,717.653 1833.11,710.274 1887.18,653.701 1936.11,597.129 1941.26,590.473 1978.24,540.556 2015.22,483.984 2047.27,427.411 2057.13,406.839 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,653.701 2057.13,653.701 2005.36,710.274 1948.65,766.846 1941.26,773.635 1884.61,823.418 1825.38,871.61 1814.6,879.991 1736.45,936.563 1709.5,954.813 1650.15,993.136 1593.63,1027.42 1555,1049.71 1477.75,1091.73 1449.56,1106.28 1361.87,1149.09 1332.07,1162.85 1245.99,1200.57 1200.35,1219.43 1130.12,1247.02 1051.62,1276 1014.24,1289.15 898.362,1327.31 881.195,1332.57 782.485,1361.49 680.513,1389.14 666.608,1392.75 550.731,1420.44 434.853,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1322.05 318.976,1299.68 428.755,1276 434.853,1274.62 550.731,1245.64 646.455,1219.43 666.608,1213.62 782.485,1177.36 825.403,1162.85 898.362,1136.86 978.278,1106.28 1014.24,1091.73 1111.43,1049.71 1130.12,1041.14 1228.44,993.136 1245.99,984.011 1332.07,936.563 1361.87,919.006 1424.51,879.991 1477.75,844.371 1507.46,823.418 1581.74,766.846 1593.63,757.007 1647.33,710.274 1706.68,653.701 1709.5,650.724 1758.01,597.129 1803.82,540.556 1825.38,510.384 1843.41,483.984 1876.88,427.411 1905.21,370.839 1928.38,314.266 1941.26,273.857 1946.19,257.694 1958.52,201.121 1965.91,144.549 1968.38,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1793.04,87.9763 1790.35,144.549 1782.26,201.121 1768.79,257.694 1749.93,314.266 1725.67,370.839 1709.5,401.696 1695.37,427.411 1658.63,483.984 1616.24,540.556 1593.63,567.178 1566.88,597.129 1510.43,653.701 1477.75,683.334 1446.43,710.274 1374.4,766.846 1361.87,775.898 1292.35,823.418 1245.99,852.752 1200.35,879.991 1130.12,919.006 1096.48,936.563 1014.24,976.712 978.278,993.136 898.362,1027.42 842.57,1049.71 782.485,1072.34 685.148,1106.28 666.608,1112.4 550.731,1147.56 495.551,1162.85 434.853,1178.81 318.976,1206.37 257.629,1219.43 203.099,1230.46 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1130.74 312.16,1106.28 318.976,1104.66 434.853,1073.95 517.623,1049.71 550.731,1039.42 666.608,999.993 685.148,993.136 782.485,954.813 825.403,936.563 898.362,903.4 946.312,879.991 1014.24,844.371 1051.62,823.418 1130.12,775.898 1144.16,766.846 1224.93,710.274 1245.99,694.11 1295.66,653.701 1358.56,597.129 1361.87,593.801 1411.98,540.556 1458.96,483.984 1477.75,457.873 1498.55,427.411 1531.23,370.839 1557.97,314.266 1578.77,257.694 1593.63,201.121 1602.1,144.549 1604.93,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1399.45,87.9763 1396.32,144.549 1386.93,201.121 1371.27,257.694 1361.87,281.939 1348.63,314.266 1318.83,370.839 1282.41,427.411 1245.99,475.28 1238.97,483.984 1186.3,540.556 1130.12,593.801 1126.38,597.129 1055.36,653.701 1014.24,683.334 974.282,710.274 898.362,757.007 881.195,766.846 782.485,818.893 773.215,823.418 666.608,871.61 646.455,879.991 550.731,917.056 495.551,936.563 434.853,956.638 318.976,991.311 312.16,993.136 203.099,1020.56 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,895.597 257.629,879.991 318.976,861.133 428.755,823.418 434.853,821.156 550.731,773.635 565.845,766.846 666.608,717.653 680.513,710.274 777.85,653.701 782.485,650.724 859.737,597.129 898.362,567.178 930.329,540.556 990.265,483.984 1014.24,457.873 1040.41,427.411 1081.52,370.839 1115.17,314.266 1130.12,281.939 1140.65,257.694 1158.21,201.121 1168.74,144.549 1172.25,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"914.345,87.9763 910.35,144.549 898.362,201.121 876.904,257.694 846.861,314.266 808.236,370.839 782.485,401.696 759.31,427.411 699.054,483.984 666.608,510.384 626.303,540.556 550.731,590.473 539.695,597.129 434.853,653.701 318.976,704.886 305.344,710.274 203.099,747.169 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,553.867 230.364,540.556 318.976,491.527 331.174,483.984 410.458,427.411 434.853,406.839 473.479,370.839 523.141,314.266 550.731,273.857 560.807,257.694 585.998,201.121 601.112,144.549 606.15,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,821.156 2054.67,823.418 1988.1,879.991 1941.26,917.056 1915.51,936.563 1835.68,993.136 1825.38,999.993 1747.23,1049.71 1709.5,1072.34 1650.15,1106.28 1593.63,1136.86 1543.12,1162.85 1477.75,1194.77 1424.51,1219.43 1361.87,1247.02 1292.35,1276 1245.99,1294.42 1144.16,1332.57 1130.12,1337.6 1014.24,1376.57 974.282,1389.14 898.362,1412.01 782.485,1444.51 777.85,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1055.36,1445.72 1130.12,1421.64 1224.93,1389.14 1245.99,1381.6 1361.87,1337.6 1374.4,1332.57 1477.75,1289.15 1507.46,1276 1593.63,1235.98 1627.54,1219.43 1709.5,1177.36 1736.45,1162.85 1825.38,1112.4 1835.68,1106.28 1925.81,1049.71 1941.26,1039.42 2007.83,993.136 2057.13,956.638 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1073.95 2007.83,1106.28 1941.26,1147.56 1915.51,1162.85 1825.38,1213.62 1814.6,1219.43 1709.5,1273.24 1703.85,1276 1593.63,1327.31 1581.74,1332.57 1477.75,1376.57 1446.43,1389.14 1361.87,1421.64 1295.66,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1510.43,1445.72 1593.63,1412.01 1647.33,1389.14 1709.5,1361.49 1771.48,1332.57 1825.38,1306.26 1884.61,1276 1941.26,1245.64 1988.1,1219.43 2057.13,1178.81 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1274.62 2054.67,1276 1948.65,1332.57 1941.26,1336.34 1833.11,1389.14 1825.38,1392.75 1709.5,1444.51 1706.68,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip032)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1887.18,1445.72 1941.26,1420.44 2005.36,1389.14 2057.13,1362.74 \"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip033\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip033)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M2268.76 1483.27 L2298.43 1483.27 L2298.43 1487.21 L2268.76 1487.21 L2268.76 1483.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2309.33 1496.16 L2316.97 1496.16 L2316.97 1469.8 L2308.66 1471.46 L2308.66 1467.21 L2316.93 1465.54 L2321.6 1465.54 L2321.6 1496.16 L2329.24 1496.16 L2329.24 1500.1 L2309.33 1500.1 L2309.33 1496.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2338.73 1465.54 L2357.09 1465.54 L2357.09 1469.47 L2343.01 1469.47 L2343.01 1477.95 Q2344.03 1477.6 2345.05 1477.44 Q2346.07 1477.25 2347.09 1477.25 Q2352.88 1477.25 2356.26 1480.42 Q2359.64 1483.59 2359.64 1489.01 Q2359.64 1494.59 2356.16 1497.69 Q2352.69 1500.77 2346.37 1500.77 Q2344.2 1500.77 2341.93 1500.4 Q2339.68 1500.03 2337.27 1499.29 L2337.27 1494.59 Q2339.36 1495.72 2341.58 1496.28 Q2343.8 1496.84 2346.28 1496.84 Q2350.28 1496.84 2352.62 1494.73 Q2354.96 1492.62 2354.96 1489.01 Q2354.96 1485.4 2352.62 1483.29 Q2350.28 1481.19 2346.28 1481.19 Q2344.4 1481.19 2342.53 1481.6 Q2340.68 1482.02 2338.73 1482.9 L2338.73 1465.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2256.76,1486.45 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M2268.76 1271.62 L2298.43 1271.62 L2298.43 1275.56 L2268.76 1275.56 L2268.76 1271.62 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2309.33 1284.52 L2316.97 1284.52 L2316.97 1258.15 L2308.66 1259.82 L2308.66 1255.56 L2316.93 1253.89 L2321.6 1253.89 L2321.6 1284.52 L2329.24 1284.52 L2329.24 1288.45 L2309.33 1288.45 L2309.33 1284.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2348.69 1256.97 Q2345.07 1256.97 2343.25 1260.53 Q2341.44 1264.08 2341.44 1271.21 Q2341.44 1278.31 2343.25 1281.88 Q2345.07 1285.42 2348.69 1285.42 Q2352.32 1285.42 2354.13 1281.88 Q2355.95 1278.31 2355.95 1271.21 Q2355.95 1264.08 2354.13 1260.53 Q2352.32 1256.97 2348.69 1256.97 M2348.69 1253.27 Q2354.5 1253.27 2357.55 1257.87 Q2360.63 1262.46 2360.63 1271.21 Q2360.63 1279.93 2357.55 1284.54 Q2354.5 1289.12 2348.69 1289.12 Q2342.88 1289.12 2339.8 1284.54 Q2336.74 1279.93 2336.74 1271.21 Q2336.74 1262.46 2339.8 1257.87 Q2342.88 1253.27 2348.69 1253.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1274.8 2256.76,1274.8 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M2268.76 1059.98 L2298.43 1059.98 L2298.43 1063.91 L2268.76 1063.91 L2268.76 1059.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2308.57 1042.24 L2326.93 1042.24 L2326.93 1046.18 L2312.85 1046.18 L2312.85 1054.65 Q2313.87 1054.3 2314.89 1054.14 Q2315.91 1053.96 2316.93 1053.96 Q2322.71 1053.96 2326.09 1057.13 Q2329.47 1060.3 2329.47 1065.72 Q2329.47 1071.29 2326 1074.4 Q2322.53 1077.48 2316.21 1077.48 Q2314.03 1077.48 2311.76 1077.1 Q2309.52 1076.73 2307.11 1075.99 L2307.11 1071.29 Q2309.2 1072.43 2311.42 1072.98 Q2313.64 1073.54 2316.12 1073.54 Q2320.12 1073.54 2322.46 1071.43 Q2324.8 1069.33 2324.8 1065.72 Q2324.8 1062.1 2322.46 1060 Q2320.12 1057.89 2316.12 1057.89 Q2314.24 1057.89 2312.37 1058.31 Q2310.51 1058.73 2308.57 1059.6 L2308.57 1042.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1063.15 2256.76,1063.15 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M2280.7 833.675 Q2277.09 833.675 2275.26 837.24 Q2273.45 840.781 2273.45 847.911 Q2273.45 855.017 2275.26 858.582 Q2277.09 862.124 2280.7 862.124 Q2284.33 862.124 2286.14 858.582 Q2287.97 855.017 2287.97 847.911 Q2287.97 840.781 2286.14 837.24 Q2284.33 833.675 2280.7 833.675 M2280.7 829.971 Q2286.51 829.971 2289.57 834.578 Q2292.64 839.161 2292.64 847.911 Q2292.64 856.638 2289.57 861.244 Q2286.51 865.828 2280.7 865.828 Q2274.89 865.828 2271.81 861.244 Q2268.76 856.638 2268.76 847.911 Q2268.76 839.161 2271.81 834.578 Q2274.89 829.971 2280.7 829.971 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,851.505 2256.76,851.505 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M2270.21 618.949 L2288.57 618.949 L2288.57 622.884 L2274.5 622.884 L2274.5 631.356 Q2275.52 631.009 2276.53 630.847 Q2277.55 630.662 2278.57 630.662 Q2284.36 630.662 2287.74 633.833 Q2291.12 637.004 2291.12 642.421 Q2291.12 647.999 2287.64 651.101 Q2284.17 654.18 2277.85 654.18 Q2275.68 654.18 2273.41 653.81 Q2271.16 653.439 2268.76 652.698 L2268.76 647.999 Q2270.84 649.134 2273.06 649.689 Q2275.28 650.245 2277.76 650.245 Q2281.77 650.245 2284.1 648.138 Q2286.44 646.032 2286.44 642.421 Q2286.44 638.81 2284.1 636.703 Q2281.77 634.597 2277.76 634.597 Q2275.89 634.597 2274.01 635.013 Q2272.16 635.43 2270.21 636.31 L2270.21 618.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,639.857 2256.76,639.857 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M2269.43 437.926 L2277.07 437.926 L2277.07 411.56 L2268.76 413.227 L2268.76 408.968 L2277.02 407.301 L2281.7 407.301 L2281.7 437.926 L2289.33 437.926 L2289.33 441.861 L2269.43 441.861 L2269.43 437.926 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2308.78 410.38 Q2305.17 410.38 2303.34 413.944 Q2301.53 417.486 2301.53 424.616 Q2301.53 431.722 2303.34 435.287 Q2305.17 438.829 2308.78 438.829 Q2312.41 438.829 2314.22 435.287 Q2316.05 431.722 2316.05 424.616 Q2316.05 417.486 2314.22 413.944 Q2312.41 410.38 2308.78 410.38 M2308.78 406.676 Q2314.59 406.676 2317.64 411.282 Q2320.72 415.866 2320.72 424.616 Q2320.72 433.343 2317.64 437.949 Q2314.59 442.532 2308.78 442.532 Q2302.97 442.532 2299.89 437.949 Q2296.83 433.343 2296.83 424.616 Q2296.83 415.866 2299.89 411.282 Q2302.97 406.676 2308.78 406.676 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,428.21 2256.76,428.21 \"/>\n",
       "<path clip-path=\"url(#clip030)\" d=\"M2269.43 226.278 L2277.07 226.278 L2277.07 199.913 L2268.76 201.579 L2268.76 197.32 L2277.02 195.653 L2281.7 195.653 L2281.7 226.278 L2289.33 226.278 L2289.33 230.213 L2269.43 230.213 L2269.43 226.278 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip030)\" d=\"M2298.83 195.653 L2317.18 195.653 L2317.18 199.589 L2303.11 199.589 L2303.11 208.061 Q2304.13 207.714 2305.14 207.551 Q2306.16 207.366 2307.18 207.366 Q2312.97 207.366 2316.35 210.538 Q2319.73 213.709 2319.73 219.125 Q2319.73 224.704 2316.26 227.806 Q2312.78 230.885 2306.46 230.885 Q2304.29 230.885 2302.02 230.514 Q2299.77 230.144 2297.37 229.403 L2297.37 224.704 Q2299.45 225.838 2301.67 226.394 Q2303.89 226.95 2306.37 226.95 Q2310.38 226.95 2312.71 224.843 Q2315.05 222.737 2315.05 219.125 Q2315.05 215.514 2312.71 213.408 Q2310.38 211.301 2306.37 211.301 Q2304.5 211.301 2302.62 211.718 Q2300.77 212.135 2298.83 213.014 L2298.83 195.653 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,216.562 2256.76,216.562 \"/>\n",
       "<polyline clip-path=\"url(#clip030)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip080\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip081\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M147.478 1486.45 L2112.76 1486.45 L2112.76 47.2441 L147.478 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip082\">\n",
       "    <rect x=\"147\" y=\"47\" width=\"1966\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"203.099,1486.45 203.099,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"666.608,1486.45 666.608,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1130.12,1486.45 1130.12,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1593.63,1486.45 1593.63,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2057.13,1486.45 2057.13,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1219.43 2112.76,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,993.136 2112.76,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,766.846 2112.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,540.556 2112.76,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,314.266 2112.76,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1486.45 203.099,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"666.608,1486.45 666.608,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1130.12,1486.45 1130.12,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1593.63,1486.45 1593.63,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1486.45 2057.13,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M172.856 1532.02 L202.532 1532.02 L202.532 1535.95 L172.856 1535.95 L172.856 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M213.435 1544.91 L221.073 1544.91 L221.073 1518.55 L212.763 1520.21 L212.763 1515.95 L221.027 1514.29 L225.703 1514.29 L225.703 1544.91 L233.342 1544.91 L233.342 1548.85 L213.435 1548.85 L213.435 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M666.608 1517.37 Q662.997 1517.37 661.168 1520.93 Q659.363 1524.47 659.363 1531.6 Q659.363 1538.71 661.168 1542.27 Q662.997 1545.82 666.608 1545.82 Q670.242 1545.82 672.048 1542.27 Q673.876 1538.71 673.876 1531.6 Q673.876 1524.47 672.048 1520.93 Q670.242 1517.37 666.608 1517.37 M666.608 1513.66 Q672.418 1513.66 675.474 1518.27 Q678.552 1522.85 678.552 1531.6 Q678.552 1540.33 675.474 1544.94 Q672.418 1549.52 666.608 1549.52 Q660.798 1549.52 657.719 1544.94 Q654.664 1540.33 654.664 1531.6 Q654.664 1522.85 657.719 1518.27 Q660.798 1513.66 666.608 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M1120.5 1544.91 L1128.14 1544.91 L1128.14 1518.55 L1119.83 1520.21 L1119.83 1515.95 L1128.09 1514.29 L1132.77 1514.29 L1132.77 1544.91 L1140.41 1544.91 L1140.41 1548.85 L1120.5 1548.85 L1120.5 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M1588.28 1544.91 L1604.6 1544.91 L1604.6 1548.85 L1582.65 1548.85 L1582.65 1544.91 Q1585.32 1542.16 1589.9 1537.53 Q1594.51 1532.88 1595.69 1531.53 Q1597.93 1529.01 1598.81 1527.27 Q1599.71 1525.51 1599.71 1523.82 Q1599.71 1521.07 1597.77 1519.33 Q1595.85 1517.6 1592.75 1517.6 Q1590.55 1517.6 1588.09 1518.36 Q1585.66 1519.13 1582.89 1520.68 L1582.89 1515.95 Q1585.71 1514.82 1588.16 1514.24 Q1590.62 1513.66 1592.65 1513.66 Q1598.02 1513.66 1601.22 1516.35 Q1604.41 1519.03 1604.41 1523.52 Q1604.41 1525.65 1603.6 1527.57 Q1602.82 1529.47 1600.71 1532.07 Q1600.13 1532.74 1597.03 1535.95 Q1593.93 1539.15 1588.28 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2061.38 1530.21 Q2064.74 1530.93 2066.61 1533.2 Q2068.51 1535.47 2068.51 1538.8 Q2068.51 1543.92 2064.99 1546.72 Q2061.48 1549.52 2054.99 1549.52 Q2052.82 1549.52 2050.5 1549.08 Q2048.21 1548.66 2045.76 1547.81 L2045.76 1543.29 Q2047.7 1544.43 2050.02 1545.01 Q2052.33 1545.58 2054.85 1545.58 Q2059.25 1545.58 2061.54 1543.85 Q2063.86 1542.11 2063.86 1538.8 Q2063.86 1535.75 2061.71 1534.03 Q2059.58 1532.3 2055.76 1532.3 L2051.73 1532.3 L2051.73 1528.45 L2055.94 1528.45 Q2059.39 1528.45 2061.22 1527.09 Q2063.05 1525.7 2063.05 1523.11 Q2063.05 1520.45 2061.15 1519.03 Q2059.28 1517.6 2055.76 1517.6 Q2053.84 1517.6 2051.64 1518.01 Q2049.44 1518.43 2046.8 1519.31 L2046.8 1515.14 Q2049.46 1514.4 2051.78 1514.03 Q2054.11 1513.66 2056.17 1513.66 Q2061.5 1513.66 2064.6 1516.09 Q2067.7 1518.5 2067.7 1522.62 Q2067.7 1525.49 2066.06 1527.48 Q2064.41 1529.45 2061.38 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 147.478,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1445.72 164.319,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1219.43 164.319,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,993.136 164.319,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,766.846 164.319,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,540.556 164.319,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,314.266 164.319,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,87.9763 164.319,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M50.9921 1446.17 L80.6679 1446.17 L80.6679 1450.1 L50.9921 1450.1 L50.9921 1446.17 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M91.5706 1459.06 L99.2095 1459.06 L99.2095 1432.69 L90.8993 1434.36 L90.8993 1430.1 L99.1632 1428.44 L103.839 1428.44 L103.839 1459.06 L111.478 1459.06 L111.478 1463 L91.5706 1463 L91.5706 1459.06 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M99.5335 1205.22 Q95.9224 1205.22 94.0937 1208.79 Q92.2882 1212.33 92.2882 1219.46 Q92.2882 1226.57 94.0937 1230.13 Q95.9224 1233.67 99.5335 1233.67 Q103.168 1233.67 104.973 1230.13 Q106.802 1226.57 106.802 1219.46 Q106.802 1212.33 104.973 1208.79 Q103.168 1205.22 99.5335 1205.22 M99.5335 1201.52 Q105.344 1201.52 108.399 1206.13 Q111.478 1210.71 111.478 1219.46 Q111.478 1228.19 108.399 1232.79 Q105.344 1237.38 99.5335 1237.38 Q93.7234 1237.38 90.6447 1232.79 Q87.5892 1228.19 87.5892 1219.46 Q87.5892 1210.71 90.6447 1206.13 Q93.7234 1201.52 99.5335 1201.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M91.5706 1006.48 L99.2095 1006.48 L99.2095 980.115 L90.8993 981.782 L90.8993 977.523 L99.1632 975.856 L103.839 975.856 L103.839 1006.48 L111.478 1006.48 L111.478 1010.42 L91.5706 1010.42 L91.5706 1006.48 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M95.1586 780.191 L111.478 780.191 L111.478 784.126 L89.5336 784.126 L89.5336 780.191 Q92.1956 777.436 96.7789 772.807 Q101.385 768.154 102.566 766.811 Q104.811 764.288 105.691 762.552 Q106.594 760.793 106.594 759.103 Q106.594 756.348 104.649 754.612 Q102.728 752.876 99.6261 752.876 Q97.4271 752.876 94.9734 753.64 Q92.5428 754.404 89.7651 755.955 L89.7651 751.233 Q92.5891 750.098 95.0428 749.52 Q97.4965 748.941 99.5335 748.941 Q104.904 748.941 108.098 751.626 Q111.293 754.311 111.293 758.802 Q111.293 760.932 110.483 762.853 Q109.696 764.751 107.589 767.344 Q107.01 768.015 103.909 771.233 Q100.807 774.427 95.1586 780.191 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M104.348 539.202 Q107.705 539.92 109.58 542.188 Q111.478 544.457 111.478 547.79 Q111.478 552.906 107.959 555.706 Q104.441 558.507 97.9595 558.507 Q95.7836 558.507 93.4688 558.068 Q91.1771 557.651 88.7234 556.794 L88.7234 552.281 Q90.6678 553.415 92.9826 553.994 Q95.2974 554.572 97.8206 554.572 Q102.219 554.572 104.51 552.836 Q106.825 551.1 106.825 547.79 Q106.825 544.734 104.672 543.021 Q102.543 541.285 98.7234 541.285 L94.6956 541.285 L94.6956 537.443 L98.9085 537.443 Q102.358 537.443 104.186 536.077 Q106.015 534.688 106.015 532.095 Q106.015 529.433 104.117 528.021 Q102.242 526.586 98.7234 526.586 Q96.8021 526.586 94.603 527.003 Q92.4039 527.42 89.7651 528.299 L89.7651 524.133 Q92.4271 523.392 94.7419 523.021 Q97.0798 522.651 99.14 522.651 Q104.464 522.651 107.566 525.082 Q110.668 527.489 110.668 531.609 Q110.668 534.48 109.024 536.47 Q107.381 538.438 104.348 539.202 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M101.895 301.06 L90.0891 319.509 L101.895 319.509 L101.895 301.06 M100.668 296.986 L106.547 296.986 L106.547 319.509 L111.478 319.509 L111.478 323.398 L106.547 323.398 L106.547 331.546 L101.895 331.546 L101.895 323.398 L86.2929 323.398 L86.2929 318.884 L100.668 296.986 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M90.5752 70.6963 L108.932 70.6963 L108.932 74.6314 L94.8576 74.6314 L94.8576 83.1036 Q95.8761 82.7564 96.8947 82.5944 Q97.9132 82.4092 98.9317 82.4092 Q104.719 82.4092 108.098 85.5805 Q111.478 88.7517 111.478 94.1684 Q111.478 99.747 108.006 102.849 Q104.534 105.928 98.2141 105.928 Q96.0382 105.928 93.7697 105.557 Q91.5243 105.187 89.1169 104.446 L89.1169 99.747 Q91.2002 100.881 93.4225 101.437 Q95.6447 101.992 98.1215 101.992 Q102.126 101.992 104.464 99.8859 Q106.802 97.7795 106.802 94.1684 Q106.802 90.5573 104.464 88.4508 Q102.126 86.3443 98.1215 86.3443 Q96.2465 86.3443 94.3715 86.761 Q92.5197 87.1777 90.5752 88.0573 L90.5752 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip082)\" d=\"M481.204 947.878 L2057.13 1332.57 L2057.13 87.9763 L1130.12 314.266 L481.204 947.878  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"481.204,947.878 2057.13,1332.57 2057.13,87.9763 1130.12,314.266 481.204,947.878 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1407.2 305.344,1389.14 318.976,1386.63 434.853,1362.74 550.731,1336.34 565.845,1332.57 666.608,1306.26 773.215,1276 782.485,1273.24 898.362,1235.98 946.312,1219.43 1014.24,1194.77 1096.48,1162.85 1130.12,1149.09 1228.44,1106.28 1245.99,1098.2 1345.32,1049.71 1361.87,1041.14 1449.56,993.136 1477.75,976.712 1543.12,936.563 1593.63,903.4 1627.54,879.991 1703.85,823.418 1709.5,818.893 1771.48,766.846 1825.38,717.653 1833.11,710.274 1887.18,653.701 1936.11,597.129 1941.26,590.473 1978.24,540.556 2015.22,483.984 2047.27,427.411 2057.13,406.839 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,653.701 2057.13,653.701 2005.36,710.274 1948.65,766.846 1941.26,773.635 1884.61,823.418 1825.38,871.61 1814.6,879.991 1736.45,936.563 1709.5,954.813 1650.15,993.136 1593.63,1027.42 1555,1049.71 1477.75,1091.73 1449.56,1106.28 1361.87,1149.09 1332.07,1162.85 1245.99,1200.57 1200.35,1219.43 1130.12,1247.02 1051.62,1276 1014.24,1289.15 898.362,1327.31 881.195,1332.57 782.485,1361.49 680.513,1389.14 666.608,1392.75 550.731,1420.44 434.853,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1322.05 318.976,1299.68 428.755,1276 434.853,1274.62 550.731,1245.64 646.455,1219.43 666.608,1213.62 782.485,1177.36 825.403,1162.85 898.362,1136.86 978.278,1106.28 1014.24,1091.73 1111.43,1049.71 1130.12,1041.14 1228.44,993.136 1245.99,984.011 1332.07,936.563 1361.87,919.006 1424.51,879.991 1477.75,844.371 1507.46,823.418 1581.74,766.846 1593.63,757.007 1647.33,710.274 1706.68,653.701 1709.5,650.724 1758.01,597.129 1803.82,540.556 1825.38,510.384 1843.41,483.984 1876.88,427.411 1905.21,370.839 1928.38,314.266 1941.26,273.857 1946.19,257.694 1958.52,201.121 1965.91,144.549 1968.38,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1793.04,87.9763 1790.35,144.549 1782.26,201.121 1768.79,257.694 1749.93,314.266 1725.67,370.839 1709.5,401.696 1695.37,427.411 1658.63,483.984 1616.24,540.556 1593.63,567.178 1566.88,597.129 1510.43,653.701 1477.75,683.334 1446.43,710.274 1374.4,766.846 1361.87,775.898 1292.35,823.418 1245.99,852.752 1200.35,879.991 1130.12,919.006 1096.48,936.563 1014.24,976.712 978.278,993.136 898.362,1027.42 842.57,1049.71 782.485,1072.34 685.148,1106.28 666.608,1112.4 550.731,1147.56 495.551,1162.85 434.853,1178.81 318.976,1206.37 257.629,1219.43 203.099,1230.46 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1130.74 312.16,1106.28 318.976,1104.66 434.853,1073.95 517.623,1049.71 550.731,1039.42 666.608,999.993 685.148,993.136 782.485,954.813 825.403,936.563 898.362,903.4 946.312,879.991 1014.24,844.371 1051.62,823.418 1130.12,775.898 1144.16,766.846 1224.93,710.274 1245.99,694.11 1295.66,653.701 1358.56,597.129 1361.87,593.801 1411.98,540.556 1458.96,483.984 1477.75,457.873 1498.55,427.411 1531.23,370.839 1557.97,314.266 1578.77,257.694 1593.63,201.121 1602.1,144.549 1604.93,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1399.45,87.9763 1396.32,144.549 1386.93,201.121 1371.27,257.694 1361.87,281.939 1348.63,314.266 1318.83,370.839 1282.41,427.411 1245.99,475.28 1238.97,483.984 1186.3,540.556 1130.12,593.801 1126.38,597.129 1055.36,653.701 1014.24,683.334 974.282,710.274 898.362,757.007 881.195,766.846 782.485,818.893 773.215,823.418 666.608,871.61 646.455,879.991 550.731,917.056 495.551,936.563 434.853,956.638 318.976,991.311 312.16,993.136 203.099,1020.56 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,895.597 257.629,879.991 318.976,861.133 428.755,823.418 434.853,821.156 550.731,773.635 565.845,766.846 666.608,717.653 680.513,710.274 777.85,653.701 782.485,650.724 859.737,597.129 898.362,567.178 930.329,540.556 990.265,483.984 1014.24,457.873 1040.41,427.411 1081.52,370.839 1115.17,314.266 1130.12,281.939 1140.65,257.694 1158.21,201.121 1168.74,144.549 1172.25,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"914.345,87.9763 910.35,144.549 898.362,201.121 876.904,257.694 846.861,314.266 808.236,370.839 782.485,401.696 759.31,427.411 699.054,483.984 666.608,510.384 626.303,540.556 550.731,590.473 539.695,597.129 434.853,653.701 318.976,704.886 305.344,710.274 203.099,747.169 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,553.867 230.364,540.556 318.976,491.527 331.174,483.984 410.458,427.411 434.853,406.839 473.479,370.839 523.141,314.266 550.731,273.857 560.807,257.694 585.998,201.121 601.112,144.549 606.15,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,821.156 2054.67,823.418 1988.1,879.991 1941.26,917.056 1915.51,936.563 1835.68,993.136 1825.38,999.993 1747.23,1049.71 1709.5,1072.34 1650.15,1106.28 1593.63,1136.86 1543.12,1162.85 1477.75,1194.77 1424.51,1219.43 1361.87,1247.02 1292.35,1276 1245.99,1294.42 1144.16,1332.57 1130.12,1337.6 1014.24,1376.57 974.282,1389.14 898.362,1412.01 782.485,1444.51 777.85,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1055.36,1445.72 1130.12,1421.64 1224.93,1389.14 1245.99,1381.6 1361.87,1337.6 1374.4,1332.57 1477.75,1289.15 1507.46,1276 1593.63,1235.98 1627.54,1219.43 1709.5,1177.36 1736.45,1162.85 1825.38,1112.4 1835.68,1106.28 1925.81,1049.71 1941.26,1039.42 2007.83,993.136 2057.13,956.638 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1073.95 2007.83,1106.28 1941.26,1147.56 1915.51,1162.85 1825.38,1213.62 1814.6,1219.43 1709.5,1273.24 1703.85,1276 1593.63,1327.31 1581.74,1332.57 1477.75,1376.57 1446.43,1389.14 1361.87,1421.64 1295.66,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1510.43,1445.72 1593.63,1412.01 1647.33,1389.14 1709.5,1361.49 1771.48,1332.57 1825.38,1306.26 1884.61,1276 1941.26,1245.64 1988.1,1219.43 2057.13,1178.81 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1274.62 2054.67,1276 1948.65,1332.57 1941.26,1336.34 1833.11,1389.14 1825.38,1392.75 1709.5,1444.51 1706.68,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip082)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1887.18,1445.72 1941.26,1420.44 2005.36,1389.14 2057.13,1362.74 \"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip083\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip083)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M2268.76 1483.27 L2298.43 1483.27 L2298.43 1487.21 L2268.76 1487.21 L2268.76 1483.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2309.33 1496.16 L2316.97 1496.16 L2316.97 1469.8 L2308.66 1471.46 L2308.66 1467.21 L2316.93 1465.54 L2321.6 1465.54 L2321.6 1496.16 L2329.24 1496.16 L2329.24 1500.1 L2309.33 1500.1 L2309.33 1496.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2338.73 1465.54 L2357.09 1465.54 L2357.09 1469.47 L2343.01 1469.47 L2343.01 1477.95 Q2344.03 1477.6 2345.05 1477.44 Q2346.07 1477.25 2347.09 1477.25 Q2352.88 1477.25 2356.26 1480.42 Q2359.64 1483.59 2359.64 1489.01 Q2359.64 1494.59 2356.16 1497.69 Q2352.69 1500.77 2346.37 1500.77 Q2344.2 1500.77 2341.93 1500.4 Q2339.68 1500.03 2337.27 1499.29 L2337.27 1494.59 Q2339.36 1495.72 2341.58 1496.28 Q2343.8 1496.84 2346.28 1496.84 Q2350.28 1496.84 2352.62 1494.73 Q2354.96 1492.62 2354.96 1489.01 Q2354.96 1485.4 2352.62 1483.29 Q2350.28 1481.19 2346.28 1481.19 Q2344.4 1481.19 2342.53 1481.6 Q2340.68 1482.02 2338.73 1482.9 L2338.73 1465.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2256.76,1486.45 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M2268.76 1271.62 L2298.43 1271.62 L2298.43 1275.56 L2268.76 1275.56 L2268.76 1271.62 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2309.33 1284.52 L2316.97 1284.52 L2316.97 1258.15 L2308.66 1259.82 L2308.66 1255.56 L2316.93 1253.89 L2321.6 1253.89 L2321.6 1284.52 L2329.24 1284.52 L2329.24 1288.45 L2309.33 1288.45 L2309.33 1284.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2348.69 1256.97 Q2345.07 1256.97 2343.25 1260.53 Q2341.44 1264.08 2341.44 1271.21 Q2341.44 1278.31 2343.25 1281.88 Q2345.07 1285.42 2348.69 1285.42 Q2352.32 1285.42 2354.13 1281.88 Q2355.95 1278.31 2355.95 1271.21 Q2355.95 1264.08 2354.13 1260.53 Q2352.32 1256.97 2348.69 1256.97 M2348.69 1253.27 Q2354.5 1253.27 2357.55 1257.87 Q2360.63 1262.46 2360.63 1271.21 Q2360.63 1279.93 2357.55 1284.54 Q2354.5 1289.12 2348.69 1289.12 Q2342.88 1289.12 2339.8 1284.54 Q2336.74 1279.93 2336.74 1271.21 Q2336.74 1262.46 2339.8 1257.87 Q2342.88 1253.27 2348.69 1253.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1274.8 2256.76,1274.8 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M2268.76 1059.98 L2298.43 1059.98 L2298.43 1063.91 L2268.76 1063.91 L2268.76 1059.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2308.57 1042.24 L2326.93 1042.24 L2326.93 1046.18 L2312.85 1046.18 L2312.85 1054.65 Q2313.87 1054.3 2314.89 1054.14 Q2315.91 1053.96 2316.93 1053.96 Q2322.71 1053.96 2326.09 1057.13 Q2329.47 1060.3 2329.47 1065.72 Q2329.47 1071.29 2326 1074.4 Q2322.53 1077.48 2316.21 1077.48 Q2314.03 1077.48 2311.76 1077.1 Q2309.52 1076.73 2307.11 1075.99 L2307.11 1071.29 Q2309.2 1072.43 2311.42 1072.98 Q2313.64 1073.54 2316.12 1073.54 Q2320.12 1073.54 2322.46 1071.43 Q2324.8 1069.33 2324.8 1065.72 Q2324.8 1062.1 2322.46 1060 Q2320.12 1057.89 2316.12 1057.89 Q2314.24 1057.89 2312.37 1058.31 Q2310.51 1058.73 2308.57 1059.6 L2308.57 1042.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1063.15 2256.76,1063.15 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M2280.7 833.675 Q2277.09 833.675 2275.26 837.24 Q2273.45 840.781 2273.45 847.911 Q2273.45 855.017 2275.26 858.582 Q2277.09 862.124 2280.7 862.124 Q2284.33 862.124 2286.14 858.582 Q2287.97 855.017 2287.97 847.911 Q2287.97 840.781 2286.14 837.24 Q2284.33 833.675 2280.7 833.675 M2280.7 829.971 Q2286.51 829.971 2289.57 834.578 Q2292.64 839.161 2292.64 847.911 Q2292.64 856.638 2289.57 861.244 Q2286.51 865.828 2280.7 865.828 Q2274.89 865.828 2271.81 861.244 Q2268.76 856.638 2268.76 847.911 Q2268.76 839.161 2271.81 834.578 Q2274.89 829.971 2280.7 829.971 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,851.505 2256.76,851.505 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M2270.21 618.949 L2288.57 618.949 L2288.57 622.884 L2274.5 622.884 L2274.5 631.356 Q2275.52 631.009 2276.53 630.847 Q2277.55 630.662 2278.57 630.662 Q2284.36 630.662 2287.74 633.833 Q2291.12 637.004 2291.12 642.421 Q2291.12 647.999 2287.64 651.101 Q2284.17 654.18 2277.85 654.18 Q2275.68 654.18 2273.41 653.81 Q2271.16 653.439 2268.76 652.698 L2268.76 647.999 Q2270.84 649.134 2273.06 649.689 Q2275.28 650.245 2277.76 650.245 Q2281.77 650.245 2284.1 648.138 Q2286.44 646.032 2286.44 642.421 Q2286.44 638.81 2284.1 636.703 Q2281.77 634.597 2277.76 634.597 Q2275.89 634.597 2274.01 635.013 Q2272.16 635.43 2270.21 636.31 L2270.21 618.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,639.857 2256.76,639.857 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M2269.43 437.926 L2277.07 437.926 L2277.07 411.56 L2268.76 413.227 L2268.76 408.968 L2277.02 407.301 L2281.7 407.301 L2281.7 437.926 L2289.33 437.926 L2289.33 441.861 L2269.43 441.861 L2269.43 437.926 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2308.78 410.38 Q2305.17 410.38 2303.34 413.944 Q2301.53 417.486 2301.53 424.616 Q2301.53 431.722 2303.34 435.287 Q2305.17 438.829 2308.78 438.829 Q2312.41 438.829 2314.22 435.287 Q2316.05 431.722 2316.05 424.616 Q2316.05 417.486 2314.22 413.944 Q2312.41 410.38 2308.78 410.38 M2308.78 406.676 Q2314.59 406.676 2317.64 411.282 Q2320.72 415.866 2320.72 424.616 Q2320.72 433.343 2317.64 437.949 Q2314.59 442.532 2308.78 442.532 Q2302.97 442.532 2299.89 437.949 Q2296.83 433.343 2296.83 424.616 Q2296.83 415.866 2299.89 411.282 Q2302.97 406.676 2308.78 406.676 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,428.21 2256.76,428.21 \"/>\n",
       "<path clip-path=\"url(#clip080)\" d=\"M2269.43 226.278 L2277.07 226.278 L2277.07 199.913 L2268.76 201.579 L2268.76 197.32 L2277.02 195.653 L2281.7 195.653 L2281.7 226.278 L2289.33 226.278 L2289.33 230.213 L2269.43 230.213 L2269.43 226.278 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip080)\" d=\"M2298.83 195.653 L2317.18 195.653 L2317.18 199.589 L2303.11 199.589 L2303.11 208.061 Q2304.13 207.714 2305.14 207.551 Q2306.16 207.366 2307.18 207.366 Q2312.97 207.366 2316.35 210.538 Q2319.73 213.709 2319.73 219.125 Q2319.73 224.704 2316.26 227.806 Q2312.78 230.885 2306.46 230.885 Q2304.29 230.885 2302.02 230.514 Q2299.77 230.144 2297.37 229.403 L2297.37 224.704 Q2299.45 225.838 2301.67 226.394 Q2303.89 226.95 2306.37 226.95 Q2310.38 226.95 2312.71 224.843 Q2315.05 222.737 2315.05 219.125 Q2315.05 215.514 2312.71 213.408 Q2310.38 211.301 2306.37 211.301 Q2304.5 211.301 2302.62 211.718 Q2300.77 212.135 2298.83 213.014 L2298.83 195.653 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,216.562 2256.76,216.562 \"/>\n",
       "<polyline clip-path=\"url(#clip080)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using LinearAlgebra\n",
    "n = 2\n",
    "G = Matrix(1.0I, n, n)\n",
    "c = zeros(n)\n",
    "c[1] = 3; c[2] = -5\n",
    "#f = @(x) 0.5*(x'*G*x) + c'*x\n",
    "A = [-2 1; -1 2; 1 0; -0.5 -1]\n",
    "b = [2; 7; 3; -1.0]\n",
    "\n",
    "# We used Matlab to determine the vertices of the feasible polytope\n",
    "plot(Shape([-0.4,3,3,1],[1.2,-0.5,5,4]),fillalpha=0.5, fillcolor=\"grey\", label=\"\")\n",
    "ezcontour!(-1.0:0.25:3.0,-1.0:0.25:5.0,x -> 0.5*dot(G*x,x) + dot(c,x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Step: f= 1.0  x=[ 3.0, 5.0]  mu=[0.0 ,0.0 ,-6.0,0.0 ]   note=stepped\n",
      "Step: f= 1.0  x=[ 3.0, 5.0]  mu=[0.0 ,0.0 ,-6.0,0.0 ]   note=removed 3\n",
      "Step: f= 1.0  x=[ 3.0, 5.0]  mu=[0.0 ,0.0 ,0.0 ,0.0 ]   note=added 2\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "QPActiveState([3.0, 5.0], Set([2]), false, 1.0, QPProblem([1.0 0.0; 0.0 1.0], [3.0, -5.0], Matrix{Float64}(undef, 0, 2), Float64[], [2.0 -1.0; 1.0 -2.0; -1.0 -0.0; 0.5 1.0], [-2.0, -7.0, -3.0, 1.0]))"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x0 = [3.0;0.0]\n",
    "W = [3]\n",
    "S = qp_init(G,c,zeros(0,n),zeros(0),-A,-b,W,x0)\n",
    "qp_activeset_step!(S)\n",
    "qp_activeset_step!(S)\n",
    "qp_activeset_step!(S)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Step: f=-8.9  x=[ 0.6, 3.2]  mu=[1.8 ,0.0 ,0.0 ,0.0 ]   note=stepped\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "QPActiveState([0.6, 3.2], Set([1]), true, -8.9, QPProblem([1.0 0.0; 0.0 1.0], [3.0, -5.0], Matrix{Float64}(undef, 0, 2), Float64[], [2.0 -1.0; 1.0 -2.0; -1.0 -0.0; 0.5 1.0], [-2.0, -7.0, -3.0, 1.0]))"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qp_activeset_step!(S)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Step: f= 1.0  x=[ 3.0, 5.0]  mu=[0.0 ,0.0 ,-6.0,0.0 ]   note=stepped\n",
      "Step: f= 1.0  x=[ 3.0, 5.0]  mu=[0.0 ,0.0 ,-6.0,0.0 ]   note=removed 3\n",
      "Step: f= 1.0  x=[ 3.0, 5.0]  mu=[0.0 ,0.0 ,0.0 ,0.0 ]   note=added 2\n",
      "Step: f=-8.5  x=[ 1.0, 4.0]  mu=[0.0 ,1.2 ,0.0 ,0.0 ]   note=added 1\n",
      "Step: f=-8.5  x=[ 1.0, 4.0]  mu=[2.3 ,-0.7,0.0 ,0.0 ]   note=removed 2\n",
      "Step: f=-8.9  x=[ 0.6, 3.2]  mu=[1.8 ,0.0 ,0.0 ,0.0 ]   note=stepped\n",
      "Step: f=-8.9  x=[ 0.6, 3.2]  mu=[1.8 ,0.0 ,0.0 ,0.0 ]   note=stepped\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip120\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip121\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M147.478 1486.45 L2112.76 1486.45 L2112.76 47.2441 L147.478 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip122\">\n",
       "    <rect x=\"147\" y=\"47\" width=\"1966\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"203.099,1486.45 203.099,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"666.608,1486.45 666.608,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1130.12,1486.45 1130.12,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1593.63,1486.45 1593.63,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2057.13,1486.45 2057.13,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1219.43 2112.76,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,993.136 2112.76,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,766.846 2112.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,540.556 2112.76,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,314.266 2112.76,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1486.45 203.099,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"666.608,1486.45 666.608,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1130.12,1486.45 1130.12,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1593.63,1486.45 1593.63,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1486.45 2057.13,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M172.856 1532.02 L202.532 1532.02 L202.532 1535.95 L172.856 1535.95 L172.856 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M213.435 1544.91 L221.073 1544.91 L221.073 1518.55 L212.763 1520.21 L212.763 1515.95 L221.027 1514.29 L225.703 1514.29 L225.703 1544.91 L233.342 1544.91 L233.342 1548.85 L213.435 1548.85 L213.435 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M666.608 1517.37 Q662.997 1517.37 661.168 1520.93 Q659.363 1524.47 659.363 1531.6 Q659.363 1538.71 661.168 1542.27 Q662.997 1545.82 666.608 1545.82 Q670.242 1545.82 672.048 1542.27 Q673.876 1538.71 673.876 1531.6 Q673.876 1524.47 672.048 1520.93 Q670.242 1517.37 666.608 1517.37 M666.608 1513.66 Q672.418 1513.66 675.474 1518.27 Q678.552 1522.85 678.552 1531.6 Q678.552 1540.33 675.474 1544.94 Q672.418 1549.52 666.608 1549.52 Q660.798 1549.52 657.719 1544.94 Q654.664 1540.33 654.664 1531.6 Q654.664 1522.85 657.719 1518.27 Q660.798 1513.66 666.608 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M1120.5 1544.91 L1128.14 1544.91 L1128.14 1518.55 L1119.83 1520.21 L1119.83 1515.95 L1128.09 1514.29 L1132.77 1514.29 L1132.77 1544.91 L1140.41 1544.91 L1140.41 1548.85 L1120.5 1548.85 L1120.5 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M1588.28 1544.91 L1604.6 1544.91 L1604.6 1548.85 L1582.65 1548.85 L1582.65 1544.91 Q1585.32 1542.16 1589.9 1537.53 Q1594.51 1532.88 1595.69 1531.53 Q1597.93 1529.01 1598.81 1527.27 Q1599.71 1525.51 1599.71 1523.82 Q1599.71 1521.07 1597.77 1519.33 Q1595.85 1517.6 1592.75 1517.6 Q1590.55 1517.6 1588.09 1518.36 Q1585.66 1519.13 1582.89 1520.68 L1582.89 1515.95 Q1585.71 1514.82 1588.16 1514.24 Q1590.62 1513.66 1592.65 1513.66 Q1598.02 1513.66 1601.22 1516.35 Q1604.41 1519.03 1604.41 1523.52 Q1604.41 1525.65 1603.6 1527.57 Q1602.82 1529.47 1600.71 1532.07 Q1600.13 1532.74 1597.03 1535.95 Q1593.93 1539.15 1588.28 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2061.38 1530.21 Q2064.74 1530.93 2066.61 1533.2 Q2068.51 1535.47 2068.51 1538.8 Q2068.51 1543.92 2064.99 1546.72 Q2061.48 1549.52 2054.99 1549.52 Q2052.82 1549.52 2050.5 1549.08 Q2048.21 1548.66 2045.76 1547.81 L2045.76 1543.29 Q2047.7 1544.43 2050.02 1545.01 Q2052.33 1545.58 2054.85 1545.58 Q2059.25 1545.58 2061.54 1543.85 Q2063.86 1542.11 2063.86 1538.8 Q2063.86 1535.75 2061.71 1534.03 Q2059.58 1532.3 2055.76 1532.3 L2051.73 1532.3 L2051.73 1528.45 L2055.94 1528.45 Q2059.39 1528.45 2061.22 1527.09 Q2063.05 1525.7 2063.05 1523.11 Q2063.05 1520.45 2061.15 1519.03 Q2059.28 1517.6 2055.76 1517.6 Q2053.84 1517.6 2051.64 1518.01 Q2049.44 1518.43 2046.8 1519.31 L2046.8 1515.14 Q2049.46 1514.4 2051.78 1514.03 Q2054.11 1513.66 2056.17 1513.66 Q2061.5 1513.66 2064.6 1516.09 Q2067.7 1518.5 2067.7 1522.62 Q2067.7 1525.49 2066.06 1527.48 Q2064.41 1529.45 2061.38 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 147.478,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1445.72 164.319,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1219.43 164.319,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,993.136 164.319,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,766.846 164.319,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,540.556 164.319,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,314.266 164.319,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,87.9763 164.319,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M50.9921 1446.17 L80.6679 1446.17 L80.6679 1450.1 L50.9921 1450.1 L50.9921 1446.17 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M91.5706 1459.06 L99.2095 1459.06 L99.2095 1432.69 L90.8993 1434.36 L90.8993 1430.1 L99.1632 1428.44 L103.839 1428.44 L103.839 1459.06 L111.478 1459.06 L111.478 1463 L91.5706 1463 L91.5706 1459.06 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M99.5335 1205.22 Q95.9224 1205.22 94.0937 1208.79 Q92.2882 1212.33 92.2882 1219.46 Q92.2882 1226.57 94.0937 1230.13 Q95.9224 1233.67 99.5335 1233.67 Q103.168 1233.67 104.973 1230.13 Q106.802 1226.57 106.802 1219.46 Q106.802 1212.33 104.973 1208.79 Q103.168 1205.22 99.5335 1205.22 M99.5335 1201.52 Q105.344 1201.52 108.399 1206.13 Q111.478 1210.71 111.478 1219.46 Q111.478 1228.19 108.399 1232.79 Q105.344 1237.38 99.5335 1237.38 Q93.7234 1237.38 90.6447 1232.79 Q87.5892 1228.19 87.5892 1219.46 Q87.5892 1210.71 90.6447 1206.13 Q93.7234 1201.52 99.5335 1201.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M91.5706 1006.48 L99.2095 1006.48 L99.2095 980.115 L90.8993 981.782 L90.8993 977.523 L99.1632 975.856 L103.839 975.856 L103.839 1006.48 L111.478 1006.48 L111.478 1010.42 L91.5706 1010.42 L91.5706 1006.48 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M95.1586 780.191 L111.478 780.191 L111.478 784.126 L89.5336 784.126 L89.5336 780.191 Q92.1956 777.436 96.7789 772.807 Q101.385 768.154 102.566 766.811 Q104.811 764.288 105.691 762.552 Q106.594 760.793 106.594 759.103 Q106.594 756.348 104.649 754.612 Q102.728 752.876 99.6261 752.876 Q97.4271 752.876 94.9734 753.64 Q92.5428 754.404 89.7651 755.955 L89.7651 751.233 Q92.5891 750.098 95.0428 749.52 Q97.4965 748.941 99.5335 748.941 Q104.904 748.941 108.098 751.626 Q111.293 754.311 111.293 758.802 Q111.293 760.932 110.483 762.853 Q109.696 764.751 107.589 767.344 Q107.01 768.015 103.909 771.233 Q100.807 774.427 95.1586 780.191 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M104.348 539.202 Q107.705 539.92 109.58 542.188 Q111.478 544.457 111.478 547.79 Q111.478 552.906 107.959 555.706 Q104.441 558.507 97.9595 558.507 Q95.7836 558.507 93.4688 558.068 Q91.1771 557.651 88.7234 556.794 L88.7234 552.281 Q90.6678 553.415 92.9826 553.994 Q95.2974 554.572 97.8206 554.572 Q102.219 554.572 104.51 552.836 Q106.825 551.1 106.825 547.79 Q106.825 544.734 104.672 543.021 Q102.543 541.285 98.7234 541.285 L94.6956 541.285 L94.6956 537.443 L98.9085 537.443 Q102.358 537.443 104.186 536.077 Q106.015 534.688 106.015 532.095 Q106.015 529.433 104.117 528.021 Q102.242 526.586 98.7234 526.586 Q96.8021 526.586 94.603 527.003 Q92.4039 527.42 89.7651 528.299 L89.7651 524.133 Q92.4271 523.392 94.7419 523.021 Q97.0798 522.651 99.14 522.651 Q104.464 522.651 107.566 525.082 Q110.668 527.489 110.668 531.609 Q110.668 534.48 109.024 536.47 Q107.381 538.438 104.348 539.202 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M101.895 301.06 L90.0891 319.509 L101.895 319.509 L101.895 301.06 M100.668 296.986 L106.547 296.986 L106.547 319.509 L111.478 319.509 L111.478 323.398 L106.547 323.398 L106.547 331.546 L101.895 331.546 L101.895 323.398 L86.2929 323.398 L86.2929 318.884 L100.668 296.986 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M90.5752 70.6963 L108.932 70.6963 L108.932 74.6314 L94.8576 74.6314 L94.8576 83.1036 Q95.8761 82.7564 96.8947 82.5944 Q97.9132 82.4092 98.9317 82.4092 Q104.719 82.4092 108.098 85.5805 Q111.478 88.7517 111.478 94.1684 Q111.478 99.747 108.006 102.849 Q104.534 105.928 98.2141 105.928 Q96.0382 105.928 93.7697 105.557 Q91.5243 105.187 89.1169 104.446 L89.1169 99.747 Q91.2002 100.881 93.4225 101.437 Q95.6447 101.992 98.1215 101.992 Q102.126 101.992 104.464 99.8859 Q106.802 97.7795 106.802 94.1684 Q106.802 90.5573 104.464 88.4508 Q102.126 86.3443 98.1215 86.3443 Q96.2465 86.3443 94.3715 86.761 Q92.5197 87.1777 90.5752 88.0573 L90.5752 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip122)\" d=\"M481.204 947.878 L2057.13 1332.57 L2057.13 87.9763 L1130.12 314.266 L481.204 947.878  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"481.204,947.878 2057.13,1332.57 2057.13,87.9763 1130.12,314.266 481.204,947.878 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1407.2 305.344,1389.14 318.976,1386.63 434.853,1362.74 550.731,1336.34 565.845,1332.57 666.608,1306.26 773.215,1276 782.485,1273.24 898.362,1235.98 946.312,1219.43 1014.24,1194.77 1096.48,1162.85 1130.12,1149.09 1228.44,1106.28 1245.99,1098.2 1345.32,1049.71 1361.87,1041.14 1449.56,993.136 1477.75,976.712 1543.12,936.563 1593.63,903.4 1627.54,879.991 1703.85,823.418 1709.5,818.893 1771.48,766.846 1825.38,717.653 1833.11,710.274 1887.18,653.701 1936.11,597.129 1941.26,590.473 1978.24,540.556 2015.22,483.984 2047.27,427.411 2057.13,406.839 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,653.701 2057.13,653.701 2005.36,710.274 1948.65,766.846 1941.26,773.635 1884.61,823.418 1825.38,871.61 1814.6,879.991 1736.45,936.563 1709.5,954.813 1650.15,993.136 1593.63,1027.42 1555,1049.71 1477.75,1091.73 1449.56,1106.28 1361.87,1149.09 1332.07,1162.85 1245.99,1200.57 1200.35,1219.43 1130.12,1247.02 1051.62,1276 1014.24,1289.15 898.362,1327.31 881.195,1332.57 782.485,1361.49 680.513,1389.14 666.608,1392.75 550.731,1420.44 434.853,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1322.05 318.976,1299.68 428.755,1276 434.853,1274.62 550.731,1245.64 646.455,1219.43 666.608,1213.62 782.485,1177.36 825.403,1162.85 898.362,1136.86 978.278,1106.28 1014.24,1091.73 1111.43,1049.71 1130.12,1041.14 1228.44,993.136 1245.99,984.011 1332.07,936.563 1361.87,919.006 1424.51,879.991 1477.75,844.371 1507.46,823.418 1581.74,766.846 1593.63,757.007 1647.33,710.274 1706.68,653.701 1709.5,650.724 1758.01,597.129 1803.82,540.556 1825.38,510.384 1843.41,483.984 1876.88,427.411 1905.21,370.839 1928.38,314.266 1941.26,273.857 1946.19,257.694 1958.52,201.121 1965.91,144.549 1968.38,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1793.04,87.9763 1790.35,144.549 1782.26,201.121 1768.79,257.694 1749.93,314.266 1725.67,370.839 1709.5,401.696 1695.37,427.411 1658.63,483.984 1616.24,540.556 1593.63,567.178 1566.88,597.129 1510.43,653.701 1477.75,683.334 1446.43,710.274 1374.4,766.846 1361.87,775.898 1292.35,823.418 1245.99,852.752 1200.35,879.991 1130.12,919.006 1096.48,936.563 1014.24,976.712 978.278,993.136 898.362,1027.42 842.57,1049.71 782.485,1072.34 685.148,1106.28 666.608,1112.4 550.731,1147.56 495.551,1162.85 434.853,1178.81 318.976,1206.37 257.629,1219.43 203.099,1230.46 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1130.74 312.16,1106.28 318.976,1104.66 434.853,1073.95 517.623,1049.71 550.731,1039.42 666.608,999.993 685.148,993.136 782.485,954.813 825.403,936.563 898.362,903.4 946.312,879.991 1014.24,844.371 1051.62,823.418 1130.12,775.898 1144.16,766.846 1224.93,710.274 1245.99,694.11 1295.66,653.701 1358.56,597.129 1361.87,593.801 1411.98,540.556 1458.96,483.984 1477.75,457.873 1498.55,427.411 1531.23,370.839 1557.97,314.266 1578.77,257.694 1593.63,201.121 1602.1,144.549 1604.93,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1399.45,87.9763 1396.32,144.549 1386.93,201.121 1371.27,257.694 1361.87,281.939 1348.63,314.266 1318.83,370.839 1282.41,427.411 1245.99,475.28 1238.97,483.984 1186.3,540.556 1130.12,593.801 1126.38,597.129 1055.36,653.701 1014.24,683.334 974.282,710.274 898.362,757.007 881.195,766.846 782.485,818.893 773.215,823.418 666.608,871.61 646.455,879.991 550.731,917.056 495.551,936.563 434.853,956.638 318.976,991.311 312.16,993.136 203.099,1020.56 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,895.597 257.629,879.991 318.976,861.133 428.755,823.418 434.853,821.156 550.731,773.635 565.845,766.846 666.608,717.653 680.513,710.274 777.85,653.701 782.485,650.724 859.737,597.129 898.362,567.178 930.329,540.556 990.265,483.984 1014.24,457.873 1040.41,427.411 1081.52,370.839 1115.17,314.266 1130.12,281.939 1140.65,257.694 1158.21,201.121 1168.74,144.549 1172.25,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"914.345,87.9763 910.35,144.549 898.362,201.121 876.904,257.694 846.861,314.266 808.236,370.839 782.485,401.696 759.31,427.411 699.054,483.984 666.608,510.384 626.303,540.556 550.731,590.473 539.695,597.129 434.853,653.701 318.976,704.886 305.344,710.274 203.099,747.169 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,553.867 230.364,540.556 318.976,491.527 331.174,483.984 410.458,427.411 434.853,406.839 473.479,370.839 523.141,314.266 550.731,273.857 560.807,257.694 585.998,201.121 601.112,144.549 606.15,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,821.156 2054.67,823.418 1988.1,879.991 1941.26,917.056 1915.51,936.563 1835.68,993.136 1825.38,999.993 1747.23,1049.71 1709.5,1072.34 1650.15,1106.28 1593.63,1136.86 1543.12,1162.85 1477.75,1194.77 1424.51,1219.43 1361.87,1247.02 1292.35,1276 1245.99,1294.42 1144.16,1332.57 1130.12,1337.6 1014.24,1376.57 974.282,1389.14 898.362,1412.01 782.485,1444.51 777.85,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1055.36,1445.72 1130.12,1421.64 1224.93,1389.14 1245.99,1381.6 1361.87,1337.6 1374.4,1332.57 1477.75,1289.15 1507.46,1276 1593.63,1235.98 1627.54,1219.43 1709.5,1177.36 1736.45,1162.85 1825.38,1112.4 1835.68,1106.28 1925.81,1049.71 1941.26,1039.42 2007.83,993.136 2057.13,956.638 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1073.95 2007.83,1106.28 1941.26,1147.56 1915.51,1162.85 1825.38,1213.62 1814.6,1219.43 1709.5,1273.24 1703.85,1276 1593.63,1327.31 1581.74,1332.57 1477.75,1376.57 1446.43,1389.14 1361.87,1421.64 1295.66,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1510.43,1445.72 1593.63,1412.01 1647.33,1389.14 1709.5,1361.49 1771.48,1332.57 1825.38,1306.26 1884.61,1276 1941.26,1245.64 1988.1,1219.43 2057.13,1178.81 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1274.62 2054.67,1276 1948.65,1332.57 1941.26,1336.34 1833.11,1389.14 1825.38,1392.75 1709.5,1444.51 1706.68,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1887.18,1445.72 1941.26,1420.44 2005.36,1389.14 2057.13,1362.74 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"2057.13\" cy=\"1219.43\" r=\"14.4\" fill=\"#3da44d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,1219.43 2057.13,87.9763 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"2057.13\" cy=\"87.9763\" r=\"14.4\" fill=\"#ac8d18\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,87.9763 2057.13,87.9763 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"2057.13\" cy=\"87.9763\" r=\"14.4\" fill=\"#ed5d92\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,87.9763 2057.13,87.9763 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"2057.13\" cy=\"87.9763\" r=\"14.4\" fill=\"#00a98d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,87.9763 1130.12,314.266 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"1130.12\" cy=\"314.266\" r=\"14.4\" fill=\"#00a8cb\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"1130.12,314.266 1130.12,314.266 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"1130.12\" cy=\"314.266\" r=\"14.4\" fill=\"#608cf6\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"1130.12,314.266 944.713,495.298 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"944.713\" cy=\"495.298\" r=\"14.4\" fill=\"#dd64b5\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip122)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"944.713,495.298 944.713,495.298 \"/>\n",
       "<circle clip-path=\"url(#clip122)\" cx=\"944.713\" cy=\"495.298\" r=\"64.8\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip123\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip123)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M2268.76 1483.27 L2298.43 1483.27 L2298.43 1487.21 L2268.76 1487.21 L2268.76 1483.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2309.33 1496.16 L2316.97 1496.16 L2316.97 1469.8 L2308.66 1471.46 L2308.66 1467.21 L2316.93 1465.54 L2321.6 1465.54 L2321.6 1496.16 L2329.24 1496.16 L2329.24 1500.1 L2309.33 1500.1 L2309.33 1496.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2338.73 1465.54 L2357.09 1465.54 L2357.09 1469.47 L2343.01 1469.47 L2343.01 1477.95 Q2344.03 1477.6 2345.05 1477.44 Q2346.07 1477.25 2347.09 1477.25 Q2352.88 1477.25 2356.26 1480.42 Q2359.64 1483.59 2359.64 1489.01 Q2359.64 1494.59 2356.16 1497.69 Q2352.69 1500.77 2346.37 1500.77 Q2344.2 1500.77 2341.93 1500.4 Q2339.68 1500.03 2337.27 1499.29 L2337.27 1494.59 Q2339.36 1495.72 2341.58 1496.28 Q2343.8 1496.84 2346.28 1496.84 Q2350.28 1496.84 2352.62 1494.73 Q2354.96 1492.62 2354.96 1489.01 Q2354.96 1485.4 2352.62 1483.29 Q2350.28 1481.19 2346.28 1481.19 Q2344.4 1481.19 2342.53 1481.6 Q2340.68 1482.02 2338.73 1482.9 L2338.73 1465.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2256.76,1486.45 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M2268.76 1271.62 L2298.43 1271.62 L2298.43 1275.56 L2268.76 1275.56 L2268.76 1271.62 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2309.33 1284.52 L2316.97 1284.52 L2316.97 1258.15 L2308.66 1259.82 L2308.66 1255.56 L2316.93 1253.89 L2321.6 1253.89 L2321.6 1284.52 L2329.24 1284.52 L2329.24 1288.45 L2309.33 1288.45 L2309.33 1284.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2348.69 1256.97 Q2345.07 1256.97 2343.25 1260.53 Q2341.44 1264.08 2341.44 1271.21 Q2341.44 1278.31 2343.25 1281.88 Q2345.07 1285.42 2348.69 1285.42 Q2352.32 1285.42 2354.13 1281.88 Q2355.95 1278.31 2355.95 1271.21 Q2355.95 1264.08 2354.13 1260.53 Q2352.32 1256.97 2348.69 1256.97 M2348.69 1253.27 Q2354.5 1253.27 2357.55 1257.87 Q2360.63 1262.46 2360.63 1271.21 Q2360.63 1279.93 2357.55 1284.54 Q2354.5 1289.12 2348.69 1289.12 Q2342.88 1289.12 2339.8 1284.54 Q2336.74 1279.93 2336.74 1271.21 Q2336.74 1262.46 2339.8 1257.87 Q2342.88 1253.27 2348.69 1253.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1274.8 2256.76,1274.8 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M2268.76 1059.98 L2298.43 1059.98 L2298.43 1063.91 L2268.76 1063.91 L2268.76 1059.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2308.57 1042.24 L2326.93 1042.24 L2326.93 1046.18 L2312.85 1046.18 L2312.85 1054.65 Q2313.87 1054.3 2314.89 1054.14 Q2315.91 1053.96 2316.93 1053.96 Q2322.71 1053.96 2326.09 1057.13 Q2329.47 1060.3 2329.47 1065.72 Q2329.47 1071.29 2326 1074.4 Q2322.53 1077.48 2316.21 1077.48 Q2314.03 1077.48 2311.76 1077.1 Q2309.52 1076.73 2307.11 1075.99 L2307.11 1071.29 Q2309.2 1072.43 2311.42 1072.98 Q2313.64 1073.54 2316.12 1073.54 Q2320.12 1073.54 2322.46 1071.43 Q2324.8 1069.33 2324.8 1065.72 Q2324.8 1062.1 2322.46 1060 Q2320.12 1057.89 2316.12 1057.89 Q2314.24 1057.89 2312.37 1058.31 Q2310.51 1058.73 2308.57 1059.6 L2308.57 1042.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1063.15 2256.76,1063.15 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M2280.7 833.675 Q2277.09 833.675 2275.26 837.24 Q2273.45 840.781 2273.45 847.911 Q2273.45 855.017 2275.26 858.582 Q2277.09 862.124 2280.7 862.124 Q2284.33 862.124 2286.14 858.582 Q2287.97 855.017 2287.97 847.911 Q2287.97 840.781 2286.14 837.24 Q2284.33 833.675 2280.7 833.675 M2280.7 829.971 Q2286.51 829.971 2289.57 834.578 Q2292.64 839.161 2292.64 847.911 Q2292.64 856.638 2289.57 861.244 Q2286.51 865.828 2280.7 865.828 Q2274.89 865.828 2271.81 861.244 Q2268.76 856.638 2268.76 847.911 Q2268.76 839.161 2271.81 834.578 Q2274.89 829.971 2280.7 829.971 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,851.505 2256.76,851.505 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M2270.21 618.949 L2288.57 618.949 L2288.57 622.884 L2274.5 622.884 L2274.5 631.356 Q2275.52 631.009 2276.53 630.847 Q2277.55 630.662 2278.57 630.662 Q2284.36 630.662 2287.74 633.833 Q2291.12 637.004 2291.12 642.421 Q2291.12 647.999 2287.64 651.101 Q2284.17 654.18 2277.85 654.18 Q2275.68 654.18 2273.41 653.81 Q2271.16 653.439 2268.76 652.698 L2268.76 647.999 Q2270.84 649.134 2273.06 649.689 Q2275.28 650.245 2277.76 650.245 Q2281.77 650.245 2284.1 648.138 Q2286.44 646.032 2286.44 642.421 Q2286.44 638.81 2284.1 636.703 Q2281.77 634.597 2277.76 634.597 Q2275.89 634.597 2274.01 635.013 Q2272.16 635.43 2270.21 636.31 L2270.21 618.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,639.857 2256.76,639.857 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M2269.43 437.926 L2277.07 437.926 L2277.07 411.56 L2268.76 413.227 L2268.76 408.968 L2277.02 407.301 L2281.7 407.301 L2281.7 437.926 L2289.33 437.926 L2289.33 441.861 L2269.43 441.861 L2269.43 437.926 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2308.78 410.38 Q2305.17 410.38 2303.34 413.944 Q2301.53 417.486 2301.53 424.616 Q2301.53 431.722 2303.34 435.287 Q2305.17 438.829 2308.78 438.829 Q2312.41 438.829 2314.22 435.287 Q2316.05 431.722 2316.05 424.616 Q2316.05 417.486 2314.22 413.944 Q2312.41 410.38 2308.78 410.38 M2308.78 406.676 Q2314.59 406.676 2317.64 411.282 Q2320.72 415.866 2320.72 424.616 Q2320.72 433.343 2317.64 437.949 Q2314.59 442.532 2308.78 442.532 Q2302.97 442.532 2299.89 437.949 Q2296.83 433.343 2296.83 424.616 Q2296.83 415.866 2299.89 411.282 Q2302.97 406.676 2308.78 406.676 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,428.21 2256.76,428.21 \"/>\n",
       "<path clip-path=\"url(#clip120)\" d=\"M2269.43 226.278 L2277.07 226.278 L2277.07 199.913 L2268.76 201.579 L2268.76 197.32 L2277.02 195.653 L2281.7 195.653 L2281.7 226.278 L2289.33 226.278 L2289.33 230.213 L2269.43 230.213 L2269.43 226.278 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip120)\" d=\"M2298.83 195.653 L2317.18 195.653 L2317.18 199.589 L2303.11 199.589 L2303.11 208.061 Q2304.13 207.714 2305.14 207.551 Q2306.16 207.366 2307.18 207.366 Q2312.97 207.366 2316.35 210.538 Q2319.73 213.709 2319.73 219.125 Q2319.73 224.704 2316.26 227.806 Q2312.78 230.885 2306.46 230.885 Q2304.29 230.885 2302.02 230.514 Q2299.77 230.144 2297.37 229.403 L2297.37 224.704 Q2299.45 225.838 2301.67 226.394 Q2303.89 226.95 2306.37 226.95 Q2310.38 226.95 2312.71 224.843 Q2315.05 222.737 2315.05 219.125 Q2315.05 215.514 2312.71 213.408 Q2310.38 211.301 2306.37 211.301 Q2304.5 211.301 2302.62 211.718 Q2300.77 212.135 2298.83 213.014 L2298.83 195.653 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,216.562 2256.76,216.562 \"/>\n",
       "<polyline clip-path=\"url(#clip120)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip170\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip171\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M147.478 1486.45 L2112.76 1486.45 L2112.76 47.2441 L147.478 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip172\">\n",
       "    <rect x=\"147\" y=\"47\" width=\"1966\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"203.099,1486.45 203.099,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"666.608,1486.45 666.608,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1130.12,1486.45 1130.12,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1593.63,1486.45 1593.63,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2057.13,1486.45 2057.13,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,1219.43 2112.76,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,993.136 2112.76,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,766.846 2112.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,540.556 2112.76,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,314.266 2112.76,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"147.478,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1486.45 203.099,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"666.608,1486.45 666.608,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1130.12,1486.45 1130.12,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1593.63,1486.45 1593.63,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1486.45 2057.13,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M172.856 1532.02 L202.532 1532.02 L202.532 1535.95 L172.856 1535.95 L172.856 1532.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M213.435 1544.91 L221.073 1544.91 L221.073 1518.55 L212.763 1520.21 L212.763 1515.95 L221.027 1514.29 L225.703 1514.29 L225.703 1544.91 L233.342 1544.91 L233.342 1548.85 L213.435 1548.85 L213.435 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M666.608 1517.37 Q662.997 1517.37 661.168 1520.93 Q659.363 1524.47 659.363 1531.6 Q659.363 1538.71 661.168 1542.27 Q662.997 1545.82 666.608 1545.82 Q670.242 1545.82 672.048 1542.27 Q673.876 1538.71 673.876 1531.6 Q673.876 1524.47 672.048 1520.93 Q670.242 1517.37 666.608 1517.37 M666.608 1513.66 Q672.418 1513.66 675.474 1518.27 Q678.552 1522.85 678.552 1531.6 Q678.552 1540.33 675.474 1544.94 Q672.418 1549.52 666.608 1549.52 Q660.798 1549.52 657.719 1544.94 Q654.664 1540.33 654.664 1531.6 Q654.664 1522.85 657.719 1518.27 Q660.798 1513.66 666.608 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M1120.5 1544.91 L1128.14 1544.91 L1128.14 1518.55 L1119.83 1520.21 L1119.83 1515.95 L1128.09 1514.29 L1132.77 1514.29 L1132.77 1544.91 L1140.41 1544.91 L1140.41 1548.85 L1120.5 1548.85 L1120.5 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M1588.28 1544.91 L1604.6 1544.91 L1604.6 1548.85 L1582.65 1548.85 L1582.65 1544.91 Q1585.32 1542.16 1589.9 1537.53 Q1594.51 1532.88 1595.69 1531.53 Q1597.93 1529.01 1598.81 1527.27 Q1599.71 1525.51 1599.71 1523.82 Q1599.71 1521.07 1597.77 1519.33 Q1595.85 1517.6 1592.75 1517.6 Q1590.55 1517.6 1588.09 1518.36 Q1585.66 1519.13 1582.89 1520.68 L1582.89 1515.95 Q1585.71 1514.82 1588.16 1514.24 Q1590.62 1513.66 1592.65 1513.66 Q1598.02 1513.66 1601.22 1516.35 Q1604.41 1519.03 1604.41 1523.52 Q1604.41 1525.65 1603.6 1527.57 Q1602.82 1529.47 1600.71 1532.07 Q1600.13 1532.74 1597.03 1535.95 Q1593.93 1539.15 1588.28 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2061.38 1530.21 Q2064.74 1530.93 2066.61 1533.2 Q2068.51 1535.47 2068.51 1538.8 Q2068.51 1543.92 2064.99 1546.72 Q2061.48 1549.52 2054.99 1549.52 Q2052.82 1549.52 2050.5 1549.08 Q2048.21 1548.66 2045.76 1547.81 L2045.76 1543.29 Q2047.7 1544.43 2050.02 1545.01 Q2052.33 1545.58 2054.85 1545.58 Q2059.25 1545.58 2061.54 1543.85 Q2063.86 1542.11 2063.86 1538.8 Q2063.86 1535.75 2061.71 1534.03 Q2059.58 1532.3 2055.76 1532.3 L2051.73 1532.3 L2051.73 1528.45 L2055.94 1528.45 Q2059.39 1528.45 2061.22 1527.09 Q2063.05 1525.7 2063.05 1523.11 Q2063.05 1520.45 2061.15 1519.03 Q2059.28 1517.6 2055.76 1517.6 Q2053.84 1517.6 2051.64 1518.01 Q2049.44 1518.43 2046.8 1519.31 L2046.8 1515.14 Q2049.46 1514.4 2051.78 1514.03 Q2054.11 1513.66 2056.17 1513.66 Q2061.5 1513.66 2064.6 1516.09 Q2067.7 1518.5 2067.7 1522.62 Q2067.7 1525.49 2066.06 1527.48 Q2064.41 1529.45 2061.38 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1486.45 147.478,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1445.72 164.319,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,1219.43 164.319,1219.43 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,993.136 164.319,993.136 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,766.846 164.319,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,540.556 164.319,540.556 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,314.266 164.319,314.266 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"147.478,87.9763 164.319,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M50.9921 1446.17 L80.6679 1446.17 L80.6679 1450.1 L50.9921 1450.1 L50.9921 1446.17 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M91.5706 1459.06 L99.2095 1459.06 L99.2095 1432.69 L90.8993 1434.36 L90.8993 1430.1 L99.1632 1428.44 L103.839 1428.44 L103.839 1459.06 L111.478 1459.06 L111.478 1463 L91.5706 1463 L91.5706 1459.06 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M99.5335 1205.22 Q95.9224 1205.22 94.0937 1208.79 Q92.2882 1212.33 92.2882 1219.46 Q92.2882 1226.57 94.0937 1230.13 Q95.9224 1233.67 99.5335 1233.67 Q103.168 1233.67 104.973 1230.13 Q106.802 1226.57 106.802 1219.46 Q106.802 1212.33 104.973 1208.79 Q103.168 1205.22 99.5335 1205.22 M99.5335 1201.52 Q105.344 1201.52 108.399 1206.13 Q111.478 1210.71 111.478 1219.46 Q111.478 1228.19 108.399 1232.79 Q105.344 1237.38 99.5335 1237.38 Q93.7234 1237.38 90.6447 1232.79 Q87.5892 1228.19 87.5892 1219.46 Q87.5892 1210.71 90.6447 1206.13 Q93.7234 1201.52 99.5335 1201.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M91.5706 1006.48 L99.2095 1006.48 L99.2095 980.115 L90.8993 981.782 L90.8993 977.523 L99.1632 975.856 L103.839 975.856 L103.839 1006.48 L111.478 1006.48 L111.478 1010.42 L91.5706 1010.42 L91.5706 1006.48 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M95.1586 780.191 L111.478 780.191 L111.478 784.126 L89.5336 784.126 L89.5336 780.191 Q92.1956 777.436 96.7789 772.807 Q101.385 768.154 102.566 766.811 Q104.811 764.288 105.691 762.552 Q106.594 760.793 106.594 759.103 Q106.594 756.348 104.649 754.612 Q102.728 752.876 99.6261 752.876 Q97.4271 752.876 94.9734 753.64 Q92.5428 754.404 89.7651 755.955 L89.7651 751.233 Q92.5891 750.098 95.0428 749.52 Q97.4965 748.941 99.5335 748.941 Q104.904 748.941 108.098 751.626 Q111.293 754.311 111.293 758.802 Q111.293 760.932 110.483 762.853 Q109.696 764.751 107.589 767.344 Q107.01 768.015 103.909 771.233 Q100.807 774.427 95.1586 780.191 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M104.348 539.202 Q107.705 539.92 109.58 542.188 Q111.478 544.457 111.478 547.79 Q111.478 552.906 107.959 555.706 Q104.441 558.507 97.9595 558.507 Q95.7836 558.507 93.4688 558.068 Q91.1771 557.651 88.7234 556.794 L88.7234 552.281 Q90.6678 553.415 92.9826 553.994 Q95.2974 554.572 97.8206 554.572 Q102.219 554.572 104.51 552.836 Q106.825 551.1 106.825 547.79 Q106.825 544.734 104.672 543.021 Q102.543 541.285 98.7234 541.285 L94.6956 541.285 L94.6956 537.443 L98.9085 537.443 Q102.358 537.443 104.186 536.077 Q106.015 534.688 106.015 532.095 Q106.015 529.433 104.117 528.021 Q102.242 526.586 98.7234 526.586 Q96.8021 526.586 94.603 527.003 Q92.4039 527.42 89.7651 528.299 L89.7651 524.133 Q92.4271 523.392 94.7419 523.021 Q97.0798 522.651 99.14 522.651 Q104.464 522.651 107.566 525.082 Q110.668 527.489 110.668 531.609 Q110.668 534.48 109.024 536.47 Q107.381 538.438 104.348 539.202 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M101.895 301.06 L90.0891 319.509 L101.895 319.509 L101.895 301.06 M100.668 296.986 L106.547 296.986 L106.547 319.509 L111.478 319.509 L111.478 323.398 L106.547 323.398 L106.547 331.546 L101.895 331.546 L101.895 323.398 L86.2929 323.398 L86.2929 318.884 L100.668 296.986 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M90.5752 70.6963 L108.932 70.6963 L108.932 74.6314 L94.8576 74.6314 L94.8576 83.1036 Q95.8761 82.7564 96.8947 82.5944 Q97.9132 82.4092 98.9317 82.4092 Q104.719 82.4092 108.098 85.5805 Q111.478 88.7517 111.478 94.1684 Q111.478 99.747 108.006 102.849 Q104.534 105.928 98.2141 105.928 Q96.0382 105.928 93.7697 105.557 Q91.5243 105.187 89.1169 104.446 L89.1169 99.747 Q91.2002 100.881 93.4225 101.437 Q95.6447 101.992 98.1215 101.992 Q102.126 101.992 104.464 99.8859 Q106.802 97.7795 106.802 94.1684 Q106.802 90.5573 104.464 88.4508 Q102.126 86.3443 98.1215 86.3443 Q96.2465 86.3443 94.3715 86.761 Q92.5197 87.1777 90.5752 88.0573 L90.5752 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip172)\" d=\"M481.204 947.878 L2057.13 1332.57 L2057.13 87.9763 L1130.12 314.266 L481.204 947.878  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"481.204,947.878 2057.13,1332.57 2057.13,87.9763 1130.12,314.266 481.204,947.878 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1407.2 305.344,1389.14 318.976,1386.63 434.853,1362.74 550.731,1336.34 565.845,1332.57 666.608,1306.26 773.215,1276 782.485,1273.24 898.362,1235.98 946.312,1219.43 1014.24,1194.77 1096.48,1162.85 1130.12,1149.09 1228.44,1106.28 1245.99,1098.2 1345.32,1049.71 1361.87,1041.14 1449.56,993.136 1477.75,976.712 1543.12,936.563 1593.63,903.4 1627.54,879.991 1703.85,823.418 1709.5,818.893 1771.48,766.846 1825.38,717.653 1833.11,710.274 1887.18,653.701 1936.11,597.129 1941.26,590.473 1978.24,540.556 2015.22,483.984 2047.27,427.411 2057.13,406.839 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,653.701 2057.13,653.701 2005.36,710.274 1948.65,766.846 1941.26,773.635 1884.61,823.418 1825.38,871.61 1814.6,879.991 1736.45,936.563 1709.5,954.813 1650.15,993.136 1593.63,1027.42 1555,1049.71 1477.75,1091.73 1449.56,1106.28 1361.87,1149.09 1332.07,1162.85 1245.99,1200.57 1200.35,1219.43 1130.12,1247.02 1051.62,1276 1014.24,1289.15 898.362,1327.31 881.195,1332.57 782.485,1361.49 680.513,1389.14 666.608,1392.75 550.731,1420.44 434.853,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1322.05 318.976,1299.68 428.755,1276 434.853,1274.62 550.731,1245.64 646.455,1219.43 666.608,1213.62 782.485,1177.36 825.403,1162.85 898.362,1136.86 978.278,1106.28 1014.24,1091.73 1111.43,1049.71 1130.12,1041.14 1228.44,993.136 1245.99,984.011 1332.07,936.563 1361.87,919.006 1424.51,879.991 1477.75,844.371 1507.46,823.418 1581.74,766.846 1593.63,757.007 1647.33,710.274 1706.68,653.701 1709.5,650.724 1758.01,597.129 1803.82,540.556 1825.38,510.384 1843.41,483.984 1876.88,427.411 1905.21,370.839 1928.38,314.266 1941.26,273.857 1946.19,257.694 1958.52,201.121 1965.91,144.549 1968.38,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1793.04,87.9763 1790.35,144.549 1782.26,201.121 1768.79,257.694 1749.93,314.266 1725.67,370.839 1709.5,401.696 1695.37,427.411 1658.63,483.984 1616.24,540.556 1593.63,567.178 1566.88,597.129 1510.43,653.701 1477.75,683.334 1446.43,710.274 1374.4,766.846 1361.87,775.898 1292.35,823.418 1245.99,852.752 1200.35,879.991 1130.12,919.006 1096.48,936.563 1014.24,976.712 978.278,993.136 898.362,1027.42 842.57,1049.71 782.485,1072.34 685.148,1106.28 666.608,1112.4 550.731,1147.56 495.551,1162.85 434.853,1178.81 318.976,1206.37 257.629,1219.43 203.099,1230.46 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,1130.74 312.16,1106.28 318.976,1104.66 434.853,1073.95 517.623,1049.71 550.731,1039.42 666.608,999.993 685.148,993.136 782.485,954.813 825.403,936.563 898.362,903.4 946.312,879.991 1014.24,844.371 1051.62,823.418 1130.12,775.898 1144.16,766.846 1224.93,710.274 1245.99,694.11 1295.66,653.701 1358.56,597.129 1361.87,593.801 1411.98,540.556 1458.96,483.984 1477.75,457.873 1498.55,427.411 1531.23,370.839 1557.97,314.266 1578.77,257.694 1593.63,201.121 1602.1,144.549 1604.93,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1399.45,87.9763 1396.32,144.549 1386.93,201.121 1371.27,257.694 1361.87,281.939 1348.63,314.266 1318.83,370.839 1282.41,427.411 1245.99,475.28 1238.97,483.984 1186.3,540.556 1130.12,593.801 1126.38,597.129 1055.36,653.701 1014.24,683.334 974.282,710.274 898.362,757.007 881.195,766.846 782.485,818.893 773.215,823.418 666.608,871.61 646.455,879.991 550.731,917.056 495.551,936.563 434.853,956.638 318.976,991.311 312.16,993.136 203.099,1020.56 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,895.597 257.629,879.991 318.976,861.133 428.755,823.418 434.853,821.156 550.731,773.635 565.845,766.846 666.608,717.653 680.513,710.274 777.85,653.701 782.485,650.724 859.737,597.129 898.362,567.178 930.329,540.556 990.265,483.984 1014.24,457.873 1040.41,427.411 1081.52,370.839 1115.17,314.266 1130.12,281.939 1140.65,257.694 1158.21,201.121 1168.74,144.549 1172.25,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"914.345,87.9763 910.35,144.549 898.362,201.121 876.904,257.694 846.861,314.266 808.236,370.839 782.485,401.696 759.31,427.411 699.054,483.984 666.608,510.384 626.303,540.556 550.731,590.473 539.695,597.129 434.853,653.701 318.976,704.886 305.344,710.274 203.099,747.169 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"203.099,553.867 230.364,540.556 318.976,491.527 331.174,483.984 410.458,427.411 434.853,406.839 473.479,370.839 523.141,314.266 550.731,273.857 560.807,257.694 585.998,201.121 601.112,144.549 606.15,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,821.156 2054.67,823.418 1988.1,879.991 1941.26,917.056 1915.51,936.563 1835.68,993.136 1825.38,999.993 1747.23,1049.71 1709.5,1072.34 1650.15,1106.28 1593.63,1136.86 1543.12,1162.85 1477.75,1194.77 1424.51,1219.43 1361.87,1247.02 1292.35,1276 1245.99,1294.42 1144.16,1332.57 1130.12,1337.6 1014.24,1376.57 974.282,1389.14 898.362,1412.01 782.485,1444.51 777.85,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1055.36,1445.72 1130.12,1421.64 1224.93,1389.14 1245.99,1381.6 1361.87,1337.6 1374.4,1332.57 1477.75,1289.15 1507.46,1276 1593.63,1235.98 1627.54,1219.43 1709.5,1177.36 1736.45,1162.85 1825.38,1112.4 1835.68,1106.28 1925.81,1049.71 1941.26,1039.42 2007.83,993.136 2057.13,956.638 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1073.95 2007.83,1106.28 1941.26,1147.56 1915.51,1162.85 1825.38,1213.62 1814.6,1219.43 1709.5,1273.24 1703.85,1276 1593.63,1327.31 1581.74,1332.57 1477.75,1376.57 1446.43,1389.14 1361.87,1421.64 1295.66,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1510.43,1445.72 1593.63,1412.01 1647.33,1389.14 1709.5,1361.49 1771.48,1332.57 1825.38,1306.26 1884.61,1276 1941.26,1245.64 1988.1,1219.43 2057.13,1178.81 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2057.13,1274.62 2054.67,1276 1948.65,1332.57 1941.26,1336.34 1833.11,1389.14 1825.38,1392.75 1709.5,1444.51 1706.68,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1887.18,1445.72 1941.26,1420.44 2005.36,1389.14 2057.13,1362.74 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"2057.13\" cy=\"1219.43\" r=\"14.4\" fill=\"#3da44d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,1219.43 2057.13,87.9763 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"2057.13\" cy=\"87.9763\" r=\"14.4\" fill=\"#ac8d18\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,87.9763 2057.13,87.9763 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"2057.13\" cy=\"87.9763\" r=\"14.4\" fill=\"#ed5d92\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,87.9763 2057.13,87.9763 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"2057.13\" cy=\"87.9763\" r=\"14.4\" fill=\"#00a98d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"2057.13,87.9763 1130.12,314.266 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"1130.12\" cy=\"314.266\" r=\"14.4\" fill=\"#00a8cb\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"1130.12,314.266 1130.12,314.266 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"1130.12\" cy=\"314.266\" r=\"14.4\" fill=\"#608cf6\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"1130.12,314.266 944.713,495.298 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"944.713\" cy=\"495.298\" r=\"14.4\" fill=\"#dd64b5\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip172)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"944.713,495.298 944.713,495.298 \"/>\n",
       "<circle clip-path=\"url(#clip172)\" cx=\"944.713\" cy=\"495.298\" r=\"64.8\" fill=\"#009af9\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip173\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip173)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M2268.76 1483.27 L2298.43 1483.27 L2298.43 1487.21 L2268.76 1487.21 L2268.76 1483.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2309.33 1496.16 L2316.97 1496.16 L2316.97 1469.8 L2308.66 1471.46 L2308.66 1467.21 L2316.93 1465.54 L2321.6 1465.54 L2321.6 1496.16 L2329.24 1496.16 L2329.24 1500.1 L2309.33 1500.1 L2309.33 1496.16 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2338.73 1465.54 L2357.09 1465.54 L2357.09 1469.47 L2343.01 1469.47 L2343.01 1477.95 Q2344.03 1477.6 2345.05 1477.44 Q2346.07 1477.25 2347.09 1477.25 Q2352.88 1477.25 2356.26 1480.42 Q2359.64 1483.59 2359.64 1489.01 Q2359.64 1494.59 2356.16 1497.69 Q2352.69 1500.77 2346.37 1500.77 Q2344.2 1500.77 2341.93 1500.4 Q2339.68 1500.03 2337.27 1499.29 L2337.27 1494.59 Q2339.36 1495.72 2341.58 1496.28 Q2343.8 1496.84 2346.28 1496.84 Q2350.28 1496.84 2352.62 1494.73 Q2354.96 1492.62 2354.96 1489.01 Q2354.96 1485.4 2352.62 1483.29 Q2350.28 1481.19 2346.28 1481.19 Q2344.4 1481.19 2342.53 1481.6 Q2340.68 1482.02 2338.73 1482.9 L2338.73 1465.54 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2256.76,1486.45 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M2268.76 1271.62 L2298.43 1271.62 L2298.43 1275.56 L2268.76 1275.56 L2268.76 1271.62 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2309.33 1284.52 L2316.97 1284.52 L2316.97 1258.15 L2308.66 1259.82 L2308.66 1255.56 L2316.93 1253.89 L2321.6 1253.89 L2321.6 1284.52 L2329.24 1284.52 L2329.24 1288.45 L2309.33 1288.45 L2309.33 1284.52 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2348.69 1256.97 Q2345.07 1256.97 2343.25 1260.53 Q2341.44 1264.08 2341.44 1271.21 Q2341.44 1278.31 2343.25 1281.88 Q2345.07 1285.42 2348.69 1285.42 Q2352.32 1285.42 2354.13 1281.88 Q2355.95 1278.31 2355.95 1271.21 Q2355.95 1264.08 2354.13 1260.53 Q2352.32 1256.97 2348.69 1256.97 M2348.69 1253.27 Q2354.5 1253.27 2357.55 1257.87 Q2360.63 1262.46 2360.63 1271.21 Q2360.63 1279.93 2357.55 1284.54 Q2354.5 1289.12 2348.69 1289.12 Q2342.88 1289.12 2339.8 1284.54 Q2336.74 1279.93 2336.74 1271.21 Q2336.74 1262.46 2339.8 1257.87 Q2342.88 1253.27 2348.69 1253.27 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1274.8 2256.76,1274.8 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M2268.76 1059.98 L2298.43 1059.98 L2298.43 1063.91 L2268.76 1063.91 L2268.76 1059.98 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2308.57 1042.24 L2326.93 1042.24 L2326.93 1046.18 L2312.85 1046.18 L2312.85 1054.65 Q2313.87 1054.3 2314.89 1054.14 Q2315.91 1053.96 2316.93 1053.96 Q2322.71 1053.96 2326.09 1057.13 Q2329.47 1060.3 2329.47 1065.72 Q2329.47 1071.29 2326 1074.4 Q2322.53 1077.48 2316.21 1077.48 Q2314.03 1077.48 2311.76 1077.1 Q2309.52 1076.73 2307.11 1075.99 L2307.11 1071.29 Q2309.2 1072.43 2311.42 1072.98 Q2313.64 1073.54 2316.12 1073.54 Q2320.12 1073.54 2322.46 1071.43 Q2324.8 1069.33 2324.8 1065.72 Q2324.8 1062.1 2322.46 1060 Q2320.12 1057.89 2316.12 1057.89 Q2314.24 1057.89 2312.37 1058.31 Q2310.51 1058.73 2308.57 1059.6 L2308.57 1042.24 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1063.15 2256.76,1063.15 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M2280.7 833.675 Q2277.09 833.675 2275.26 837.24 Q2273.45 840.781 2273.45 847.911 Q2273.45 855.017 2275.26 858.582 Q2277.09 862.124 2280.7 862.124 Q2284.33 862.124 2286.14 858.582 Q2287.97 855.017 2287.97 847.911 Q2287.97 840.781 2286.14 837.24 Q2284.33 833.675 2280.7 833.675 M2280.7 829.971 Q2286.51 829.971 2289.57 834.578 Q2292.64 839.161 2292.64 847.911 Q2292.64 856.638 2289.57 861.244 Q2286.51 865.828 2280.7 865.828 Q2274.89 865.828 2271.81 861.244 Q2268.76 856.638 2268.76 847.911 Q2268.76 839.161 2271.81 834.578 Q2274.89 829.971 2280.7 829.971 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,851.505 2256.76,851.505 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M2270.21 618.949 L2288.57 618.949 L2288.57 622.884 L2274.5 622.884 L2274.5 631.356 Q2275.52 631.009 2276.53 630.847 Q2277.55 630.662 2278.57 630.662 Q2284.36 630.662 2287.74 633.833 Q2291.12 637.004 2291.12 642.421 Q2291.12 647.999 2287.64 651.101 Q2284.17 654.18 2277.85 654.18 Q2275.68 654.18 2273.41 653.81 Q2271.16 653.439 2268.76 652.698 L2268.76 647.999 Q2270.84 649.134 2273.06 649.689 Q2275.28 650.245 2277.76 650.245 Q2281.77 650.245 2284.1 648.138 Q2286.44 646.032 2286.44 642.421 Q2286.44 638.81 2284.1 636.703 Q2281.77 634.597 2277.76 634.597 Q2275.89 634.597 2274.01 635.013 Q2272.16 635.43 2270.21 636.31 L2270.21 618.949 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,639.857 2256.76,639.857 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M2269.43 437.926 L2277.07 437.926 L2277.07 411.56 L2268.76 413.227 L2268.76 408.968 L2277.02 407.301 L2281.7 407.301 L2281.7 437.926 L2289.33 437.926 L2289.33 441.861 L2269.43 441.861 L2269.43 437.926 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2308.78 410.38 Q2305.17 410.38 2303.34 413.944 Q2301.53 417.486 2301.53 424.616 Q2301.53 431.722 2303.34 435.287 Q2305.17 438.829 2308.78 438.829 Q2312.41 438.829 2314.22 435.287 Q2316.05 431.722 2316.05 424.616 Q2316.05 417.486 2314.22 413.944 Q2312.41 410.38 2308.78 410.38 M2308.78 406.676 Q2314.59 406.676 2317.64 411.282 Q2320.72 415.866 2320.72 424.616 Q2320.72 433.343 2317.64 437.949 Q2314.59 442.532 2308.78 442.532 Q2302.97 442.532 2299.89 437.949 Q2296.83 433.343 2296.83 424.616 Q2296.83 415.866 2299.89 411.282 Q2302.97 406.676 2308.78 406.676 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,428.21 2256.76,428.21 \"/>\n",
       "<path clip-path=\"url(#clip170)\" d=\"M2269.43 226.278 L2277.07 226.278 L2277.07 199.913 L2268.76 201.579 L2268.76 197.32 L2277.02 195.653 L2281.7 195.653 L2281.7 226.278 L2289.33 226.278 L2289.33 230.213 L2269.43 230.213 L2269.43 226.278 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip170)\" d=\"M2298.83 195.653 L2317.18 195.653 L2317.18 199.589 L2303.11 199.589 L2303.11 208.061 Q2304.13 207.714 2305.14 207.551 Q2306.16 207.366 2307.18 207.366 Q2312.97 207.366 2316.35 210.538 Q2319.73 213.709 2319.73 219.125 Q2319.73 224.704 2316.26 227.806 Q2312.78 230.885 2306.46 230.885 Q2304.29 230.885 2302.02 230.514 Q2299.77 230.144 2297.37 229.403 L2297.37 224.704 Q2299.45 225.838 2301.67 226.394 Q2303.89 226.95 2306.37 226.95 Q2310.38 226.95 2312.71 224.843 Q2315.05 222.737 2315.05 219.125 Q2315.05 215.514 2312.71 213.408 Q2310.38 211.301 2306.37 211.301 Q2304.5 211.301 2302.62 211.718 Q2300.77 212.135 2298.83 213.014 L2298.83 195.653 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,216.562 2256.76,216.562 \"/>\n",
       "<polyline clip-path=\"url(#clip170)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Animate!\n",
    "plot(Shape([-0.4,3,3,1],[1.2,-0.5,5,4]),fillalpha=0.5, fillcolor=\"grey\", label=\"\")\n",
    "ezcontour!(-1.0:0.25:3.0,-1.0:0.25:5.0,x -> 0.5*dot(G*x,x) + dot(c,x))\n",
    "\n",
    "x0 = [3.0;0.0]\n",
    "W = [3]\n",
    "S = qp_init(G,c,zeros(0,n),zeros(0),-A,-b,W,x0)\n",
    "for i=1:10\n",
    "    xold = S.x\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\")\n",
    "    qp_activeset_step!(S)\n",
    "    xnew = S.x\n",
    "    #plot!([xold[1],xnew[1]], [xold[2],xnew[2]], marker=:none, label=\"\")\n",
    "    plot!([xold[1],xnew[1]], [xold[2],xnew[2]], label=\"\", color=2, linewidth=4)\n",
    "    if S.flag == true\n",
    "        break\n",
    "    end\n",
    "end\n",
    "\n",
    "if S.flag == true\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\", markersize=18)\n",
    "end\n",
    "plot!()\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip210\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip211\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M112.177 1486.45 L2112.76 1486.45 L2112.76 47.2441 L112.177 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip212\">\n",
       "    <rect x=\"112\" y=\"47\" width=\"2002\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"168.797,1486.45 168.797,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"546.265,1486.45 546.265,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"923.733,1486.45 923.733,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1301.2,1486.45 1301.2,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1678.67,1486.45 1678.67,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2056.14,1486.45 2056.14,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1174.17 2112.76,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,902.62 2112.76,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,631.072 2112.76,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,359.524 2112.76,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1486.45 168.797,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"546.265,1486.45 546.265,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"923.733,1486.45 923.733,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1301.2,1486.45 1301.2,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1678.67,1486.45 1678.67,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1486.45 2056.14,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M168.797 1517.37 Q165.186 1517.37 163.358 1520.93 Q161.552 1524.47 161.552 1531.6 Q161.552 1538.71 163.358 1542.27 Q165.186 1545.82 168.797 1545.82 Q172.432 1545.82 174.237 1542.27 Q176.066 1538.71 176.066 1531.6 Q176.066 1524.47 174.237 1520.93 Q172.432 1517.37 168.797 1517.37 M168.797 1513.66 Q174.607 1513.66 177.663 1518.27 Q180.742 1522.85 180.742 1531.6 Q180.742 1540.33 177.663 1544.94 Q174.607 1549.52 168.797 1549.52 Q162.987 1549.52 159.908 1544.94 Q156.853 1540.33 156.853 1531.6 Q156.853 1522.85 159.908 1518.27 Q162.987 1513.66 168.797 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M536.647 1544.91 L544.286 1544.91 L544.286 1518.55 L535.976 1520.21 L535.976 1515.95 L544.24 1514.29 L548.915 1514.29 L548.915 1544.91 L556.554 1544.91 L556.554 1548.85 L536.647 1548.85 L536.647 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M918.386 1544.91 L934.705 1544.91 L934.705 1548.85 L912.761 1548.85 L912.761 1544.91 Q915.423 1542.16 920.006 1537.53 Q924.612 1532.88 925.793 1531.53 Q928.038 1529.01 928.918 1527.27 Q929.821 1525.51 929.821 1523.82 Q929.821 1521.07 927.876 1519.33 Q925.955 1517.6 922.853 1517.6 Q920.654 1517.6 918.2 1518.36 Q915.77 1519.13 912.992 1520.68 L912.992 1515.95 Q915.816 1514.82 918.27 1514.24 Q920.723 1513.66 922.76 1513.66 Q928.131 1513.66 931.325 1516.35 Q934.52 1519.03 934.52 1523.52 Q934.52 1525.65 933.709 1527.57 Q932.922 1529.47 930.816 1532.07 Q930.237 1532.74 927.135 1535.95 Q924.034 1539.15 918.386 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M1305.45 1530.21 Q1308.8 1530.93 1310.68 1533.2 Q1312.58 1535.47 1312.58 1538.8 Q1312.58 1543.92 1309.06 1546.72 Q1305.54 1549.52 1299.06 1549.52 Q1296.88 1549.52 1294.57 1549.08 Q1292.28 1548.66 1289.82 1547.81 L1289.82 1543.29 Q1291.77 1544.43 1294.08 1545.01 Q1296.4 1545.58 1298.92 1545.58 Q1303.32 1545.58 1305.61 1543.85 Q1307.92 1542.11 1307.92 1538.8 Q1307.92 1535.75 1305.77 1534.03 Q1303.64 1532.3 1299.82 1532.3 L1295.8 1532.3 L1295.8 1528.45 L1300.01 1528.45 Q1303.46 1528.45 1305.29 1527.09 Q1307.11 1525.7 1307.11 1523.11 Q1307.11 1520.45 1305.22 1519.03 Q1303.34 1517.6 1299.82 1517.6 Q1297.9 1517.6 1295.7 1518.01 Q1293.5 1518.43 1290.86 1519.31 L1290.86 1515.14 Q1293.53 1514.4 1295.84 1514.03 Q1298.18 1513.66 1300.24 1513.66 Q1305.56 1513.66 1308.67 1516.09 Q1311.77 1518.5 1311.77 1522.62 Q1311.77 1525.49 1310.12 1527.48 Q1308.48 1529.45 1305.45 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M1681.68 1518.36 L1669.87 1536.81 L1681.68 1536.81 L1681.68 1518.36 M1680.45 1514.29 L1686.33 1514.29 L1686.33 1536.81 L1691.26 1536.81 L1691.26 1540.7 L1686.33 1540.7 L1686.33 1548.85 L1681.68 1548.85 L1681.68 1540.7 L1666.08 1540.7 L1666.08 1536.19 L1680.45 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2046.41 1514.29 L2064.77 1514.29 L2064.77 1518.22 L2050.7 1518.22 L2050.7 1526.7 Q2051.71 1526.35 2052.73 1526.19 Q2053.75 1526 2054.77 1526 Q2060.56 1526 2063.94 1529.17 Q2067.32 1532.34 2067.32 1537.76 Q2067.32 1543.34 2063.84 1546.44 Q2060.37 1549.52 2054.05 1549.52 Q2051.88 1549.52 2049.61 1549.15 Q2047.36 1548.78 2044.96 1548.04 L2044.96 1543.34 Q2047.04 1544.47 2049.26 1545.03 Q2051.48 1545.58 2053.96 1545.58 Q2057.96 1545.58 2060.3 1543.48 Q2062.64 1541.37 2062.64 1537.76 Q2062.64 1534.15 2060.3 1532.04 Q2057.96 1529.94 2053.96 1529.94 Q2052.08 1529.94 2050.21 1530.35 Q2048.36 1530.77 2046.41 1531.65 L2046.41 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 112.177,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1445.72 129.051,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1174.17 129.051,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,902.62 129.051,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,631.072 129.051,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,359.524 129.051,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,87.9763 129.051,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M64.2328 1431.51 Q60.6217 1431.51 58.793 1435.08 Q56.9875 1438.62 56.9875 1445.75 Q56.9875 1452.86 58.793 1456.42 Q60.6217 1459.96 64.2328 1459.96 Q67.867 1459.96 69.6726 1456.42 Q71.5013 1452.86 71.5013 1445.75 Q71.5013 1438.62 69.6726 1435.08 Q67.867 1431.51 64.2328 1431.51 M64.2328 1427.81 Q70.0429 1427.81 73.0985 1432.42 Q76.1772 1437 76.1772 1445.75 Q76.1772 1454.48 73.0985 1459.08 Q70.0429 1463.67 64.2328 1463.67 Q58.4226 1463.67 55.344 1459.08 Q52.2884 1454.48 52.2884 1445.75 Q52.2884 1437 55.344 1432.42 Q58.4226 1427.81 64.2328 1427.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M56.2699 1187.51 L63.9087 1187.51 L63.9087 1161.15 L55.5986 1162.81 L55.5986 1158.55 L63.8624 1156.89 L68.5383 1156.89 L68.5383 1187.51 L76.1772 1187.51 L76.1772 1191.45 L56.2699 1191.45 L56.2699 1187.51 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M59.8578 915.965 L76.1772 915.965 L76.1772 919.9 L54.2328 919.9 L54.2328 915.965 Q56.8949 913.21 61.4782 908.581 Q66.0846 903.928 67.2652 902.585 Q69.5105 900.062 70.3902 898.326 Q71.2929 896.567 71.2929 894.877 Q71.2929 892.122 69.3485 890.386 Q67.4272 888.65 64.3254 888.65 Q62.1263 888.65 59.6726 889.414 Q57.2421 890.178 54.4643 891.729 L54.4643 887.007 Q57.2884 885.872 59.7421 885.294 Q62.1958 884.715 64.2328 884.715 Q69.6031 884.715 72.7976 887.4 Q75.992 890.085 75.992 894.576 Q75.992 896.706 75.1818 898.627 Q74.3948 900.525 72.2883 903.118 Q71.7096 903.789 68.6078 907.006 Q65.5059 910.201 59.8578 915.965 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M69.0476 629.718 Q72.404 630.435 74.279 632.704 Q76.1772 634.972 76.1772 638.306 Q76.1772 643.422 72.6587 646.222 Q69.1402 649.023 62.6587 649.023 Q60.4828 649.023 58.168 648.584 Q55.8764 648.167 53.4227 647.31 L53.4227 642.797 Q55.3671 643.931 57.6819 644.509 Q59.9967 645.088 62.5198 645.088 Q66.918 645.088 69.2096 643.352 Q71.5244 641.616 71.5244 638.306 Q71.5244 635.25 69.3717 633.537 Q67.242 631.801 63.4226 631.801 L59.3949 631.801 L59.3949 627.959 L63.6078 627.959 Q67.0569 627.959 68.8855 626.593 Q70.7142 625.204 70.7142 622.611 Q70.7142 619.949 68.8161 618.537 Q66.9411 617.102 63.4226 617.102 Q61.5013 617.102 59.3023 617.519 Q57.1032 617.936 54.4643 618.815 L54.4643 614.649 Q57.1264 613.908 59.4412 613.537 Q61.7791 613.167 63.8393 613.167 Q69.1633 613.167 72.2652 615.598 Q75.367 618.005 75.367 622.125 Q75.367 624.996 73.7235 626.986 Q72.08 628.954 69.0476 629.718 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M66.5939 346.318 L54.7884 364.767 L66.5939 364.767 L66.5939 346.318 M65.367 342.244 L71.2466 342.244 L71.2466 364.767 L76.1772 364.767 L76.1772 368.656 L71.2466 368.656 L71.2466 376.804 L66.5939 376.804 L66.5939 368.656 L50.9921 368.656 L50.9921 364.142 L65.367 342.244 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M55.2745 70.6963 L73.6309 70.6963 L73.6309 74.6314 L59.5569 74.6314 L59.5569 83.1036 Q60.5754 82.7564 61.5939 82.5944 Q62.6124 82.4092 63.6309 82.4092 Q69.418 82.4092 72.7976 85.5805 Q76.1772 88.7517 76.1772 94.1684 Q76.1772 99.747 72.705 102.849 Q69.2328 105.928 62.9134 105.928 Q60.7374 105.928 58.4689 105.557 Q56.2236 105.187 53.8162 104.446 L53.8162 99.747 Q55.8995 100.881 58.1217 101.437 Q60.3439 101.992 62.8208 101.992 Q66.8254 101.992 69.1633 99.8859 Q71.5013 97.7795 71.5013 94.1684 Q71.5013 90.5573 69.1633 88.4508 Q66.8254 86.3443 62.8208 86.3443 Q60.9458 86.3443 59.0708 86.761 Q57.2189 87.1777 55.2745 88.0573 L55.2745 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip212)\" d=\"M168.797 1445.72 L923.733 1445.72 L1678.67 1174.17 L923.733 902.62 L168.797 1174.17 L168.797 1445.72 L168.797 1445.72  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:0.5; fill:none\" points=\"168.797,1445.72 923.733,1445.72 1678.67,1174.17 923.733,902.62 168.797,1174.17 168.797,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"232.832,1445.72 168.797,1428.74 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1345.88 263.164,1373.84 282.038,1377.83 357.531,1392.12 451.898,1402.84 546.265,1406.41 640.632,1402.84 734.999,1392.12 810.492,1377.83 829.366,1373.84 923.733,1345.88 1018.1,1309.94 1112.47,1260.16 1141.5,1242.05 1206.83,1195.06 1232,1174.17 1301.2,1106.28 1351.16,1038.39 1390.02,970.507 1395.57,956.93 1415.43,902.62 1430.33,834.733 1435.3,766.846 1430.33,698.959 1415.43,631.072 1395.57,576.762 1390.02,563.185 1351.16,495.298 1301.2,427.411 1232,359.524 1206.83,338.636 1141.5,291.637 1112.47,273.534 1018.1,223.75 923.733,187.81 829.366,159.857 810.492,155.863 734.999,141.571 640.632,130.852 546.265,127.279 451.898,130.852 357.531,141.571 282.038,155.863 263.164,159.857 168.797,187.81 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,104.948 232.832,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,283.717 263.164,252.036 357.531,229.407 396.851,223.75 451.898,216.762 546.265,212.769 640.632,216.762 695.679,223.75 734.999,229.407 829.366,252.036 923.733,283.717 942.082,291.637 1018.1,329.497 1067.43,359.524 1112.47,391.925 1154.21,427.411 1206.83,482.098 1217.84,495.298 1261.88,563.185 1293.34,631.072 1301.2,659.358 1310.91,698.959 1316.47,766.846 1310.91,834.733 1301.2,874.334 1293.34,902.62 1261.88,970.507 1217.84,1038.39 1206.83,1051.59 1154.21,1106.28 1112.47,1141.77 1067.43,1174.17 1018.1,1204.19 942.082,1242.05 923.733,1249.97 829.366,1281.66 734.999,1304.28 695.679,1309.94 640.632,1316.93 546.265,1320.92 451.898,1316.93 396.851,1309.94 357.531,1304.28 263.164,1281.66 168.797,1249.97 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1127.88 263.164,1171.08 272.601,1174.17 357.531,1197.67 451.898,1213.33 546.265,1218.56 640.632,1213.33 734.999,1197.67 819.929,1174.17 829.366,1171.08 923.733,1127.88 960.431,1106.28 1018.1,1064.79 1048.13,1038.39 1108.18,970.507 1112.47,963.718 1145.13,902.62 1166.91,834.733 1174.17,766.846 1166.91,698.959 1145.13,631.072 1112.47,569.974 1108.18,563.185 1048.13,495.298 1018.1,468.898 960.431,427.411 923.733,405.811 829.366,362.61 819.929,359.524 734.999,336.025 640.632,320.359 546.265,315.137 451.898,320.359 357.531,336.025 272.601,359.524 263.164,362.61 168.797,405.811 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,600.523 205.87,563.185 263.164,521.968 315.066,495.298 357.531,478.326 451.898,455.697 546.265,448.154 640.632,455.697 734.999,478.326 777.464,495.298 829.366,521.968 886.66,563.185 923.733,600.523 947.324,631.072 978.78,698.959 989.265,766.846 978.78,834.733 947.324,902.62 923.733,933.169 886.66,970.507 829.366,1011.72 777.464,1038.39 734.999,1055.37 640.632,1077.99 546.265,1085.54 451.898,1077.99 357.531,1055.37 315.066,1038.39 263.164,1011.72 205.87,970.507 168.797,933.169 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"859.698,1445.72 923.733,1428.74 1018.1,1396.59 1063.14,1377.83 1112.47,1354.87 1194.13,1309.94 1206.83,1302.02 1290.19,1242.05 1301.2,1232.92 1363.65,1174.17 1395.57,1138.68 1421.64,1106.28 1466.34,1038.39 1489.93,992.328 1500.04,970.507 1522.51,902.62 1535.99,834.733 1540.49,766.846 1535.99,698.959 1522.51,631.072 1500.04,563.185 1489.93,541.364 1466.34,495.298 1421.64,427.411 1395.57,395.011 1363.65,359.524 1301.2,300.776 1290.19,291.637 1206.83,231.67 1194.13,223.75 1112.47,178.825 1063.14,155.863 1018.1,137.105 923.733,104.948 859.698,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1091.02,87.9763 1112.47,96.9088 1206.83,143.358 1228.85,155.863 1301.2,201.787 1331.73,223.75 1395.57,275.797 1412.95,291.637 1477.52,359.524 1489.93,374.953 1528.13,427.411 1568.57,495.298 1584.3,529.242 1598.66,563.185 1619.18,631.072 1631.48,698.959 1635.59,766.846 1631.48,834.733 1619.18,902.62 1598.66,970.507 1584.3,1004.45 1568.57,1038.39 1528.13,1106.28 1489.93,1158.74 1477.52,1174.17 1412.95,1242.05 1395.57,1257.9 1331.73,1309.94 1301.2,1331.91 1228.85,1377.83 1206.83,1390.33 1112.47,1436.78 1091.02,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1249.3,1445.72 1301.2,1416.24 1360.87,1377.83 1395.57,1352.87 1448.96,1309.94 1489.93,1272.6 1520.27,1242.05 1578.68,1174.17 1584.3,1166.45 1624.3,1106.28 1661.23,1038.39 1678.67,997.177 1689.05,970.507 1707.92,902.62 1719.25,834.733 1723.02,766.846 1719.25,698.959 1707.92,631.072 1689.05,563.185 1678.67,536.515 1661.23,495.298 1624.3,427.411 1584.3,367.239 1578.68,359.524 1520.27,291.637 1489.93,261.088 1448.96,223.75 1395.57,180.822 1360.87,155.863 1301.2,117.454 1249.3,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1378.91,87.9763 1395.57,98.6953 1475.03,155.863 1489.93,167.843 1552.85,223.75 1584.3,255.431 1617.12,291.637 1670.46,359.524 1678.67,371.867 1712.64,427.411 1746.61,495.298 1773.03,563.185 1790.51,631.072 1801,698.959 1804.49,766.846 1801,834.733 1790.51,902.62 1773.03,970.507 1746.61,1038.39 1712.64,1106.28 1678.67,1161.82 1670.46,1174.17 1617.12,1242.05 1584.3,1278.26 1552.85,1309.94 1489.93,1365.85 1475.03,1377.83 1395.57,1435 1378.91,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1491.06,1445.72 1576.44,1377.83 1584.3,1370.84 1646.87,1309.94 1678.67,1274.87 1706.03,1242.05 1755.11,1174.17 1773.03,1144.85 1794.88,1106.28 1826.33,1038.39 1850.8,970.507 1867.4,906.014 1868.22,902.62 1877.98,834.733 1881.23,766.846 1877.98,698.959 1868.22,631.072 1867.4,627.678 1850.8,563.185 1826.33,495.298 1794.88,427.411 1773.03,388.839 1755.11,359.524 1706.03,291.637 1678.67,258.825 1646.87,223.75 1584.3,162.852 1576.44,155.863 1491.06,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1590.46,87.9763 1668.41,155.863 1678.67,165.847 1733.4,223.75 1773.03,271.271 1788.76,291.637 1834.2,359.524 1867.4,418.154 1872.28,427.411 1901.57,495.298 1924.35,563.185 1940.62,631.072 1950.38,698.959 1953.63,766.846 1950.38,834.733 1940.62,902.62 1924.35,970.507 1901.57,1038.39 1872.28,1106.28 1867.4,1115.54 1834.2,1174.17 1788.76,1242.05 1773.03,1262.42 1733.4,1309.94 1678.67,1367.85 1668.41,1377.83 1590.46,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1681.5,1445.72 1753.22,1377.83 1773.03,1356.86 1814.1,1309.94 1866.53,1242.05 1867.4,1240.75 1908.89,1174.17 1944.69,1106.28 1961.77,1066.68 1973.18,1038.39 1994.49,970.507 2009.71,902.62 2018.85,834.733 2021.89,766.846 2018.85,698.959 2009.71,631.072 1994.49,563.185 1973.18,495.298 1961.77,467.012 1944.69,427.411 1908.89,359.524 1867.4,292.943 1866.53,291.637 1814.1,223.75 1773.03,176.828 1753.22,155.863 1681.5,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1765.49,87.9763 1773.03,95.1223 1832.45,155.863 1867.4,195.797 1890.18,223.75 1938.99,291.637 1961.77,328.192 1980.03,359.524 2013.52,427.411 2040.92,495.298 2056.14,543.789 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,376.496 2047.76,359.524 2008.19,291.637 1962.53,223.75 1961.77,222.752 1907.26,155.863 1867.4,112.094 1843.81,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1917.84,87.9763 1961.77,136.212 1978.51,155.863 2030.26,223.75 2056.14,262.22 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,168.842 2046.24,155.863 1988.4,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,989.903 2040.92,1038.39 2013.52,1106.28 1980.03,1174.17 1961.77,1205.5 1938.99,1242.05 1890.18,1309.94 1867.4,1337.9 1832.45,1377.83 1773.03,1438.57 1765.49,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1843.81,1445.72 1867.4,1421.6 1907.26,1377.83 1961.77,1310.94 1962.53,1309.94 2008.19,1242.05 2047.76,1174.17 2056.14,1157.2 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1271.47 2030.26,1309.94 1978.51,1377.83 1961.77,1397.48 1917.84,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip212)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1988.4,1445.72 2046.24,1377.83 2056.14,1364.85 \"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip213\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip213)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2268.76 1337.73 L2298.43 1337.73 L2298.43 1341.67 L2268.76 1341.67 L2268.76 1337.73 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2308.57 1320 L2326.93 1320 L2326.93 1323.94 L2312.85 1323.94 L2312.85 1332.41 Q2313.87 1332.06 2314.89 1331.9 Q2315.91 1331.71 2316.93 1331.71 Q2322.71 1331.71 2326.09 1334.89 Q2329.47 1338.06 2329.47 1343.47 Q2329.47 1349.05 2326 1352.15 Q2322.53 1355.23 2316.21 1355.23 Q2314.03 1355.23 2311.76 1354.86 Q2309.52 1354.49 2307.11 1353.75 L2307.11 1349.05 Q2309.2 1350.19 2311.42 1350.74 Q2313.64 1351.3 2316.12 1351.3 Q2320.12 1351.3 2322.46 1349.19 Q2324.8 1347.08 2324.8 1343.47 Q2324.8 1339.86 2322.46 1337.76 Q2320.12 1335.65 2316.12 1335.65 Q2314.24 1335.65 2312.37 1336.07 Q2310.51 1336.48 2308.57 1337.36 L2308.57 1320 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2338.69 1348.68 L2343.57 1348.68 L2343.57 1354.56 L2338.69 1354.56 L2338.69 1348.68 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2363.76 1323.08 Q2360.14 1323.08 2358.32 1326.65 Q2356.51 1330.19 2356.51 1337.32 Q2356.51 1344.42 2358.32 1347.99 Q2360.14 1351.53 2363.76 1351.53 Q2367.39 1351.53 2369.2 1347.99 Q2371.02 1344.42 2371.02 1337.32 Q2371.02 1330.19 2369.2 1326.65 Q2367.39 1323.08 2363.76 1323.08 M2363.76 1319.38 Q2369.57 1319.38 2372.62 1323.98 Q2375.7 1328.57 2375.7 1337.32 Q2375.7 1346.04 2372.62 1350.65 Q2369.57 1355.23 2363.76 1355.23 Q2357.95 1355.23 2354.87 1350.65 Q2351.81 1346.04 2351.81 1337.32 Q2351.81 1328.57 2354.87 1323.98 Q2357.95 1319.38 2363.76 1319.38 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1340.91 2256.76,1340.91 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2268.76 1176.02 L2298.43 1176.02 L2298.43 1179.96 L2268.76 1179.96 L2268.76 1176.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2312.55 1188.92 L2328.87 1188.92 L2328.87 1192.85 L2306.93 1192.85 L2306.93 1188.92 Q2309.59 1186.16 2314.17 1181.53 Q2318.78 1176.88 2319.96 1175.54 Q2322.2 1173.02 2323.08 1171.28 Q2323.99 1169.52 2323.99 1167.83 Q2323.99 1165.08 2322.04 1163.34 Q2320.12 1161.6 2317.02 1161.6 Q2314.82 1161.6 2312.37 1162.37 Q2309.94 1163.13 2307.16 1164.68 L2307.16 1159.96 Q2309.98 1158.83 2312.44 1158.25 Q2314.89 1157.67 2316.93 1157.67 Q2322.3 1157.67 2325.49 1160.35 Q2328.69 1163.04 2328.69 1167.53 Q2328.69 1169.66 2327.88 1171.58 Q2327.09 1173.48 2324.98 1176.07 Q2324.4 1176.74 2321.3 1179.96 Q2318.2 1183.15 2312.55 1188.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2338.69 1186.97 L2343.57 1186.97 L2343.57 1192.85 L2338.69 1192.85 L2338.69 1186.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2353.8 1158.29 L2372.16 1158.29 L2372.16 1162.23 L2358.08 1162.23 L2358.08 1170.7 Q2359.1 1170.35 2360.12 1170.19 Q2361.14 1170.01 2362.16 1170.01 Q2367.95 1170.01 2371.32 1173.18 Q2374.7 1176.35 2374.7 1181.77 Q2374.7 1187.34 2371.23 1190.45 Q2367.76 1193.52 2361.44 1193.52 Q2359.26 1193.52 2357 1193.15 Q2354.75 1192.78 2352.34 1192.04 L2352.34 1187.34 Q2354.43 1188.48 2356.65 1189.03 Q2358.87 1189.59 2361.35 1189.59 Q2365.35 1189.59 2367.69 1187.48 Q2370.03 1185.38 2370.03 1181.77 Q2370.03 1178.15 2367.69 1176.05 Q2365.35 1173.94 2361.35 1173.94 Q2359.47 1173.94 2357.6 1174.36 Q2355.75 1174.77 2353.8 1175.65 L2353.8 1158.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1179.2 2256.76,1179.2 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2280.7 999.664 Q2277.09 999.664 2275.26 1003.23 Q2273.45 1006.77 2273.45 1013.9 Q2273.45 1021.01 2275.26 1024.57 Q2277.09 1028.11 2280.7 1028.11 Q2284.33 1028.11 2286.14 1024.57 Q2287.97 1021.01 2287.97 1013.9 Q2287.97 1006.77 2286.14 1003.23 Q2284.33 999.664 2280.7 999.664 M2280.7 995.96 Q2286.51 995.96 2289.57 1000.57 Q2292.64 1005.15 2292.64 1013.9 Q2292.64 1022.63 2289.57 1027.23 Q2286.51 1031.82 2280.7 1031.82 Q2274.89 1031.82 2271.81 1027.23 Q2268.76 1022.63 2268.76 1013.9 Q2268.76 1005.15 2271.81 1000.57 Q2274.89 995.96 2280.7 995.96 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1017.49 2256.76,1017.49 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2274.38 865.502 L2290.7 865.502 L2290.7 869.437 L2268.76 869.437 L2268.76 865.502 Q2271.42 862.747 2276 858.117 Q2280.61 853.465 2281.79 852.122 Q2284.03 849.599 2284.91 847.863 Q2285.82 846.104 2285.82 844.414 Q2285.82 841.659 2283.87 839.923 Q2281.95 838.187 2278.85 838.187 Q2276.65 838.187 2274.2 838.951 Q2271.77 839.715 2268.99 841.266 L2268.99 836.543 Q2271.81 835.409 2274.27 834.83 Q2276.72 834.252 2278.76 834.252 Q2284.13 834.252 2287.32 836.937 Q2290.52 839.622 2290.52 844.113 Q2290.52 846.242 2289.7 848.164 Q2288.92 850.062 2286.81 852.654 Q2286.23 853.326 2283.13 856.543 Q2280.03 859.738 2274.38 865.502 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2300.51 863.557 L2305.4 863.557 L2305.4 869.437 L2300.51 869.437 L2300.51 863.557 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2315.63 834.877 L2333.99 834.877 L2333.99 838.812 L2319.91 838.812 L2319.91 847.284 Q2320.93 846.937 2321.95 846.775 Q2322.97 846.59 2323.99 846.59 Q2329.77 846.59 2333.15 849.761 Q2336.53 852.932 2336.53 858.349 Q2336.53 863.928 2333.06 867.029 Q2329.59 870.108 2323.27 870.108 Q2321.09 870.108 2318.83 869.738 Q2316.58 869.367 2314.17 868.627 L2314.17 863.928 Q2316.26 865.062 2318.48 865.617 Q2320.7 866.173 2323.18 866.173 Q2327.18 866.173 2329.52 864.066 Q2331.86 861.96 2331.86 858.349 Q2331.86 854.738 2329.52 852.631 Q2327.18 850.525 2323.18 850.525 Q2321.3 850.525 2319.43 850.941 Q2317.58 851.358 2315.63 852.238 L2315.63 834.877 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,855.786 2256.76,855.786 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2270.21 673.168 L2288.57 673.168 L2288.57 677.104 L2274.5 677.104 L2274.5 685.576 Q2275.52 685.229 2276.53 685.067 Q2277.55 684.881 2278.57 684.881 Q2284.36 684.881 2287.74 688.053 Q2291.12 691.224 2291.12 696.641 Q2291.12 702.219 2287.64 705.321 Q2284.17 708.4 2277.85 708.4 Q2275.68 708.4 2273.41 708.029 Q2271.16 707.659 2268.76 706.918 L2268.76 702.219 Q2270.84 703.353 2273.06 703.909 Q2275.28 704.465 2277.76 704.465 Q2281.77 704.465 2284.1 702.358 Q2286.44 700.252 2286.44 696.641 Q2286.44 693.029 2284.1 690.923 Q2281.77 688.817 2277.76 688.817 Q2275.89 688.817 2274.01 689.233 Q2272.16 689.65 2270.21 690.529 L2270.21 673.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2300.33 701.849 L2305.21 701.849 L2305.21 707.728 L2300.33 707.728 L2300.33 701.849 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2325.4 676.247 Q2321.79 676.247 2319.96 679.812 Q2318.15 683.354 2318.15 690.483 Q2318.15 697.59 2319.96 701.154 Q2321.79 704.696 2325.4 704.696 Q2329.03 704.696 2330.84 701.154 Q2332.67 697.59 2332.67 690.483 Q2332.67 683.354 2330.84 679.812 Q2329.03 676.247 2325.4 676.247 M2325.4 672.543 Q2331.21 672.543 2334.26 677.15 Q2337.34 681.733 2337.34 690.483 Q2337.34 699.21 2334.26 703.816 Q2331.21 708.4 2325.4 708.4 Q2319.59 708.4 2316.51 703.816 Q2313.45 699.21 2313.45 690.483 Q2313.45 681.733 2316.51 677.15 Q2319.59 672.543 2325.4 672.543 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,694.077 2256.76,694.077 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2268.76 511.46 L2290.98 511.46 L2290.98 513.451 L2278.43 546.02 L2273.55 546.02 L2285.35 515.395 L2268.76 515.395 L2268.76 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2300.1 540.141 L2304.98 540.141 L2304.98 546.02 L2300.1 546.02 L2300.1 540.141 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2315.21 511.46 L2333.57 511.46 L2333.57 515.395 L2319.5 515.395 L2319.5 523.868 Q2320.51 523.52 2321.53 523.358 Q2322.55 523.173 2323.57 523.173 Q2329.36 523.173 2332.74 526.344 Q2336.12 529.516 2336.12 534.932 Q2336.12 540.511 2332.64 543.613 Q2329.17 546.691 2322.85 546.691 Q2320.68 546.691 2318.41 546.321 Q2316.16 545.951 2313.76 545.21 L2313.76 540.511 Q2315.84 541.645 2318.06 542.201 Q2320.28 542.756 2322.76 542.756 Q2326.76 542.756 2329.1 540.65 Q2331.44 538.543 2331.44 534.932 Q2331.44 531.321 2329.1 529.215 Q2326.76 527.108 2322.76 527.108 Q2320.89 527.108 2319.01 527.525 Q2317.16 527.942 2315.21 528.821 L2315.21 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,532.369 2256.76,532.369 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2269.43 380.377 L2277.07 380.377 L2277.07 354.011 L2268.76 355.678 L2268.76 351.419 L2277.02 349.752 L2281.7 349.752 L2281.7 380.377 L2289.33 380.377 L2289.33 384.312 L2269.43 384.312 L2269.43 380.377 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2308.78 352.831 Q2305.17 352.831 2303.34 356.395 Q2301.53 359.937 2301.53 367.067 Q2301.53 374.173 2303.34 377.738 Q2305.17 381.279 2308.78 381.279 Q2312.41 381.279 2314.22 377.738 Q2316.05 374.173 2316.05 367.067 Q2316.05 359.937 2314.22 356.395 Q2312.41 352.831 2308.78 352.831 M2308.78 349.127 Q2314.59 349.127 2317.64 353.733 Q2320.72 358.317 2320.72 367.067 Q2320.72 375.793 2317.64 380.4 Q2314.59 384.983 2308.78 384.983 Q2302.97 384.983 2299.89 380.4 Q2296.83 375.793 2296.83 367.067 Q2296.83 358.317 2299.89 353.733 Q2302.97 349.127 2308.78 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2328.94 378.432 L2333.83 378.432 L2333.83 384.312 L2328.94 384.312 L2328.94 378.432 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2354.01 352.831 Q2350.4 352.831 2348.57 356.395 Q2346.76 359.937 2346.76 367.067 Q2346.76 374.173 2348.57 377.738 Q2350.4 381.279 2354.01 381.279 Q2357.64 381.279 2359.45 377.738 Q2361.28 374.173 2361.28 367.067 Q2361.28 359.937 2359.45 356.395 Q2357.64 352.831 2354.01 352.831 M2354.01 349.127 Q2359.82 349.127 2362.88 353.733 Q2365.95 358.317 2365.95 367.067 Q2365.95 375.793 2362.88 380.4 Q2359.82 384.983 2354.01 384.983 Q2348.2 384.983 2345.12 380.4 Q2342.07 375.793 2342.07 367.067 Q2342.07 358.317 2345.12 353.733 Q2348.2 349.127 2354.01 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,370.661 2256.76,370.661 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2269.43 218.668 L2277.07 218.668 L2277.07 192.303 L2268.76 193.969 L2268.76 189.71 L2277.02 188.044 L2281.7 188.044 L2281.7 218.668 L2289.33 218.668 L2289.33 222.604 L2269.43 222.604 L2269.43 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2302.81 218.668 L2319.13 218.668 L2319.13 222.604 L2297.18 222.604 L2297.18 218.668 Q2299.84 215.914 2304.43 211.284 Q2309.03 206.631 2310.21 205.289 Q2312.46 202.766 2313.34 201.03 Q2314.24 199.27 2314.24 197.581 Q2314.24 194.826 2312.3 193.09 Q2310.38 191.354 2307.27 191.354 Q2305.08 191.354 2302.62 192.118 Q2300.19 192.882 2297.41 194.432 L2297.41 189.71 Q2300.24 188.576 2302.69 187.997 Q2305.14 187.419 2307.18 187.419 Q2312.55 187.419 2315.75 190.104 Q2318.94 192.789 2318.94 197.28 Q2318.94 199.409 2318.13 201.331 Q2317.34 203.229 2315.24 205.821 Q2314.66 206.493 2311.56 209.71 Q2308.45 212.905 2302.81 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2328.94 216.724 L2333.83 216.724 L2333.83 222.604 L2328.94 222.604 L2328.94 216.724 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2344.06 188.044 L2362.41 188.044 L2362.41 191.979 L2348.34 191.979 L2348.34 200.451 Q2349.36 200.104 2350.38 199.942 Q2351.39 199.756 2352.41 199.756 Q2358.2 199.756 2361.58 202.928 Q2364.96 206.099 2364.96 211.516 Q2364.96 217.094 2361.49 220.196 Q2358.01 223.275 2351.7 223.275 Q2349.52 223.275 2347.25 222.905 Q2345.01 222.534 2342.6 221.793 L2342.6 217.094 Q2344.68 218.229 2346.9 218.784 Q2349.13 219.34 2351.6 219.34 Q2355.61 219.34 2357.95 217.233 Q2360.28 215.127 2360.28 211.516 Q2360.28 207.905 2357.95 205.798 Q2355.61 203.692 2351.6 203.692 Q2349.73 203.692 2347.85 204.108 Q2346 204.525 2344.06 205.405 L2344.06 188.044 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,208.952 2256.76,208.952 \"/>\n",
       "<path clip-path=\"url(#clip210)\" d=\"M2269.43 56.9601 L2277.07 56.9601 L2277.07 30.5945 L2268.76 32.2612 L2268.76 28.002 L2277.02 26.3353 L2281.7 26.3353 L2281.7 56.9601 L2289.33 56.9601 L2289.33 60.8953 L2269.43 60.8953 L2269.43 56.9601 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2298.83 26.3353 L2317.18 26.3353 L2317.18 30.2705 L2303.11 30.2705 L2303.11 38.7426 Q2304.13 38.3954 2305.14 38.2334 Q2306.16 38.0482 2307.18 38.0482 Q2312.97 38.0482 2316.35 41.2195 Q2319.73 44.3908 2319.73 49.8074 Q2319.73 55.3861 2316.26 58.4879 Q2312.78 61.5666 2306.46 61.5666 Q2304.29 61.5666 2302.02 61.1962 Q2299.77 60.8259 2297.37 60.0851 L2297.37 55.3861 Q2299.45 56.5203 2301.67 57.0759 Q2303.89 57.6314 2306.37 57.6314 Q2310.38 57.6314 2312.71 55.525 Q2315.05 53.4185 2315.05 49.8074 Q2315.05 46.1963 2312.71 44.0898 Q2310.38 41.9834 2306.37 41.9834 Q2304.5 41.9834 2302.62 42.4 Q2300.77 42.8167 2298.83 43.6963 L2298.83 26.3353 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2328.94 55.0157 L2333.83 55.0157 L2333.83 60.8953 L2328.94 60.8953 L2328.94 55.0157 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip210)\" d=\"M2354.01 29.414 Q2350.4 29.414 2348.57 32.9788 Q2346.76 36.5204 2346.76 43.65 Q2346.76 50.7565 2348.57 54.3213 Q2350.4 57.8629 2354.01 57.8629 Q2357.64 57.8629 2359.45 54.3213 Q2361.28 50.7565 2361.28 43.65 Q2361.28 36.5204 2359.45 32.9788 Q2357.64 29.414 2354.01 29.414 M2354.01 25.7103 Q2359.82 25.7103 2362.88 30.3168 Q2365.95 34.9001 2365.95 43.65 Q2365.95 52.3768 2362.88 56.9833 Q2359.82 61.5666 2354.01 61.5666 Q2348.2 61.5666 2345.12 56.9833 Q2342.07 52.3768 2342.07 43.65 Q2342.07 34.9001 2345.12 30.3168 Q2348.2 25.7103 2354.01 25.7103 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,47.2441 2256.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip210)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip260\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip261\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M112.177 1486.45 L2112.76 1486.45 L2112.76 47.2441 L112.177 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip262\">\n",
       "    <rect x=\"112\" y=\"47\" width=\"2002\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"168.797,1486.45 168.797,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"546.265,1486.45 546.265,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"923.733,1486.45 923.733,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1301.2,1486.45 1301.2,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1678.67,1486.45 1678.67,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2056.14,1486.45 2056.14,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1174.17 2112.76,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,902.62 2112.76,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,631.072 2112.76,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,359.524 2112.76,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1486.45 168.797,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"546.265,1486.45 546.265,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"923.733,1486.45 923.733,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1301.2,1486.45 1301.2,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1678.67,1486.45 1678.67,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1486.45 2056.14,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M168.797 1517.37 Q165.186 1517.37 163.358 1520.93 Q161.552 1524.47 161.552 1531.6 Q161.552 1538.71 163.358 1542.27 Q165.186 1545.82 168.797 1545.82 Q172.432 1545.82 174.237 1542.27 Q176.066 1538.71 176.066 1531.6 Q176.066 1524.47 174.237 1520.93 Q172.432 1517.37 168.797 1517.37 M168.797 1513.66 Q174.607 1513.66 177.663 1518.27 Q180.742 1522.85 180.742 1531.6 Q180.742 1540.33 177.663 1544.94 Q174.607 1549.52 168.797 1549.52 Q162.987 1549.52 159.908 1544.94 Q156.853 1540.33 156.853 1531.6 Q156.853 1522.85 159.908 1518.27 Q162.987 1513.66 168.797 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M536.647 1544.91 L544.286 1544.91 L544.286 1518.55 L535.976 1520.21 L535.976 1515.95 L544.24 1514.29 L548.915 1514.29 L548.915 1544.91 L556.554 1544.91 L556.554 1548.85 L536.647 1548.85 L536.647 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M918.386 1544.91 L934.705 1544.91 L934.705 1548.85 L912.761 1548.85 L912.761 1544.91 Q915.423 1542.16 920.006 1537.53 Q924.612 1532.88 925.793 1531.53 Q928.038 1529.01 928.918 1527.27 Q929.821 1525.51 929.821 1523.82 Q929.821 1521.07 927.876 1519.33 Q925.955 1517.6 922.853 1517.6 Q920.654 1517.6 918.2 1518.36 Q915.77 1519.13 912.992 1520.68 L912.992 1515.95 Q915.816 1514.82 918.27 1514.24 Q920.723 1513.66 922.76 1513.66 Q928.131 1513.66 931.325 1516.35 Q934.52 1519.03 934.52 1523.52 Q934.52 1525.65 933.709 1527.57 Q932.922 1529.47 930.816 1532.07 Q930.237 1532.74 927.135 1535.95 Q924.034 1539.15 918.386 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M1305.45 1530.21 Q1308.8 1530.93 1310.68 1533.2 Q1312.58 1535.47 1312.58 1538.8 Q1312.58 1543.92 1309.06 1546.72 Q1305.54 1549.52 1299.06 1549.52 Q1296.88 1549.52 1294.57 1549.08 Q1292.28 1548.66 1289.82 1547.81 L1289.82 1543.29 Q1291.77 1544.43 1294.08 1545.01 Q1296.4 1545.58 1298.92 1545.58 Q1303.32 1545.58 1305.61 1543.85 Q1307.92 1542.11 1307.92 1538.8 Q1307.92 1535.75 1305.77 1534.03 Q1303.64 1532.3 1299.82 1532.3 L1295.8 1532.3 L1295.8 1528.45 L1300.01 1528.45 Q1303.46 1528.45 1305.29 1527.09 Q1307.11 1525.7 1307.11 1523.11 Q1307.11 1520.45 1305.22 1519.03 Q1303.34 1517.6 1299.82 1517.6 Q1297.9 1517.6 1295.7 1518.01 Q1293.5 1518.43 1290.86 1519.31 L1290.86 1515.14 Q1293.53 1514.4 1295.84 1514.03 Q1298.18 1513.66 1300.24 1513.66 Q1305.56 1513.66 1308.67 1516.09 Q1311.77 1518.5 1311.77 1522.62 Q1311.77 1525.49 1310.12 1527.48 Q1308.48 1529.45 1305.45 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M1681.68 1518.36 L1669.87 1536.81 L1681.68 1536.81 L1681.68 1518.36 M1680.45 1514.29 L1686.33 1514.29 L1686.33 1536.81 L1691.26 1536.81 L1691.26 1540.7 L1686.33 1540.7 L1686.33 1548.85 L1681.68 1548.85 L1681.68 1540.7 L1666.08 1540.7 L1666.08 1536.19 L1680.45 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2046.41 1514.29 L2064.77 1514.29 L2064.77 1518.22 L2050.7 1518.22 L2050.7 1526.7 Q2051.71 1526.35 2052.73 1526.19 Q2053.75 1526 2054.77 1526 Q2060.56 1526 2063.94 1529.17 Q2067.32 1532.34 2067.32 1537.76 Q2067.32 1543.34 2063.84 1546.44 Q2060.37 1549.52 2054.05 1549.52 Q2051.88 1549.52 2049.61 1549.15 Q2047.36 1548.78 2044.96 1548.04 L2044.96 1543.34 Q2047.04 1544.47 2049.26 1545.03 Q2051.48 1545.58 2053.96 1545.58 Q2057.96 1545.58 2060.3 1543.48 Q2062.64 1541.37 2062.64 1537.76 Q2062.64 1534.15 2060.3 1532.04 Q2057.96 1529.94 2053.96 1529.94 Q2052.08 1529.94 2050.21 1530.35 Q2048.36 1530.77 2046.41 1531.65 L2046.41 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 112.177,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1445.72 129.051,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1174.17 129.051,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,902.62 129.051,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,631.072 129.051,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,359.524 129.051,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,87.9763 129.051,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M64.2328 1431.51 Q60.6217 1431.51 58.793 1435.08 Q56.9875 1438.62 56.9875 1445.75 Q56.9875 1452.86 58.793 1456.42 Q60.6217 1459.96 64.2328 1459.96 Q67.867 1459.96 69.6726 1456.42 Q71.5013 1452.86 71.5013 1445.75 Q71.5013 1438.62 69.6726 1435.08 Q67.867 1431.51 64.2328 1431.51 M64.2328 1427.81 Q70.0429 1427.81 73.0985 1432.42 Q76.1772 1437 76.1772 1445.75 Q76.1772 1454.48 73.0985 1459.08 Q70.0429 1463.67 64.2328 1463.67 Q58.4226 1463.67 55.344 1459.08 Q52.2884 1454.48 52.2884 1445.75 Q52.2884 1437 55.344 1432.42 Q58.4226 1427.81 64.2328 1427.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M56.2699 1187.51 L63.9087 1187.51 L63.9087 1161.15 L55.5986 1162.81 L55.5986 1158.55 L63.8624 1156.89 L68.5383 1156.89 L68.5383 1187.51 L76.1772 1187.51 L76.1772 1191.45 L56.2699 1191.45 L56.2699 1187.51 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M59.8578 915.965 L76.1772 915.965 L76.1772 919.9 L54.2328 919.9 L54.2328 915.965 Q56.8949 913.21 61.4782 908.581 Q66.0846 903.928 67.2652 902.585 Q69.5105 900.062 70.3902 898.326 Q71.2929 896.567 71.2929 894.877 Q71.2929 892.122 69.3485 890.386 Q67.4272 888.65 64.3254 888.65 Q62.1263 888.65 59.6726 889.414 Q57.2421 890.178 54.4643 891.729 L54.4643 887.007 Q57.2884 885.872 59.7421 885.294 Q62.1958 884.715 64.2328 884.715 Q69.6031 884.715 72.7976 887.4 Q75.992 890.085 75.992 894.576 Q75.992 896.706 75.1818 898.627 Q74.3948 900.525 72.2883 903.118 Q71.7096 903.789 68.6078 907.006 Q65.5059 910.201 59.8578 915.965 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M69.0476 629.718 Q72.404 630.435 74.279 632.704 Q76.1772 634.972 76.1772 638.306 Q76.1772 643.422 72.6587 646.222 Q69.1402 649.023 62.6587 649.023 Q60.4828 649.023 58.168 648.584 Q55.8764 648.167 53.4227 647.31 L53.4227 642.797 Q55.3671 643.931 57.6819 644.509 Q59.9967 645.088 62.5198 645.088 Q66.918 645.088 69.2096 643.352 Q71.5244 641.616 71.5244 638.306 Q71.5244 635.25 69.3717 633.537 Q67.242 631.801 63.4226 631.801 L59.3949 631.801 L59.3949 627.959 L63.6078 627.959 Q67.0569 627.959 68.8855 626.593 Q70.7142 625.204 70.7142 622.611 Q70.7142 619.949 68.8161 618.537 Q66.9411 617.102 63.4226 617.102 Q61.5013 617.102 59.3023 617.519 Q57.1032 617.936 54.4643 618.815 L54.4643 614.649 Q57.1264 613.908 59.4412 613.537 Q61.7791 613.167 63.8393 613.167 Q69.1633 613.167 72.2652 615.598 Q75.367 618.005 75.367 622.125 Q75.367 624.996 73.7235 626.986 Q72.08 628.954 69.0476 629.718 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M66.5939 346.318 L54.7884 364.767 L66.5939 364.767 L66.5939 346.318 M65.367 342.244 L71.2466 342.244 L71.2466 364.767 L76.1772 364.767 L76.1772 368.656 L71.2466 368.656 L71.2466 376.804 L66.5939 376.804 L66.5939 368.656 L50.9921 368.656 L50.9921 364.142 L65.367 342.244 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M55.2745 70.6963 L73.6309 70.6963 L73.6309 74.6314 L59.5569 74.6314 L59.5569 83.1036 Q60.5754 82.7564 61.5939 82.5944 Q62.6124 82.4092 63.6309 82.4092 Q69.418 82.4092 72.7976 85.5805 Q76.1772 88.7517 76.1772 94.1684 Q76.1772 99.747 72.705 102.849 Q69.2328 105.928 62.9134 105.928 Q60.7374 105.928 58.4689 105.557 Q56.2236 105.187 53.8162 104.446 L53.8162 99.747 Q55.8995 100.881 58.1217 101.437 Q60.3439 101.992 62.8208 101.992 Q66.8254 101.992 69.1633 99.8859 Q71.5013 97.7795 71.5013 94.1684 Q71.5013 90.5573 69.1633 88.4508 Q66.8254 86.3443 62.8208 86.3443 Q60.9458 86.3443 59.0708 86.761 Q57.2189 87.1777 55.2745 88.0573 L55.2745 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip262)\" d=\"M168.797 1445.72 L923.733 1445.72 L1678.67 1174.17 L923.733 902.62 L168.797 1174.17 L168.797 1445.72 L168.797 1445.72  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:0.5; fill:none\" points=\"168.797,1445.72 923.733,1445.72 1678.67,1174.17 923.733,902.62 168.797,1174.17 168.797,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"232.832,1445.72 168.797,1428.74 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1345.88 263.164,1373.84 282.038,1377.83 357.531,1392.12 451.898,1402.84 546.265,1406.41 640.632,1402.84 734.999,1392.12 810.492,1377.83 829.366,1373.84 923.733,1345.88 1018.1,1309.94 1112.47,1260.16 1141.5,1242.05 1206.83,1195.06 1232,1174.17 1301.2,1106.28 1351.16,1038.39 1390.02,970.507 1395.57,956.93 1415.43,902.62 1430.33,834.733 1435.3,766.846 1430.33,698.959 1415.43,631.072 1395.57,576.762 1390.02,563.185 1351.16,495.298 1301.2,427.411 1232,359.524 1206.83,338.636 1141.5,291.637 1112.47,273.534 1018.1,223.75 923.733,187.81 829.366,159.857 810.492,155.863 734.999,141.571 640.632,130.852 546.265,127.279 451.898,130.852 357.531,141.571 282.038,155.863 263.164,159.857 168.797,187.81 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,104.948 232.832,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,283.717 263.164,252.036 357.531,229.407 396.851,223.75 451.898,216.762 546.265,212.769 640.632,216.762 695.679,223.75 734.999,229.407 829.366,252.036 923.733,283.717 942.082,291.637 1018.1,329.497 1067.43,359.524 1112.47,391.925 1154.21,427.411 1206.83,482.098 1217.84,495.298 1261.88,563.185 1293.34,631.072 1301.2,659.358 1310.91,698.959 1316.47,766.846 1310.91,834.733 1301.2,874.334 1293.34,902.62 1261.88,970.507 1217.84,1038.39 1206.83,1051.59 1154.21,1106.28 1112.47,1141.77 1067.43,1174.17 1018.1,1204.19 942.082,1242.05 923.733,1249.97 829.366,1281.66 734.999,1304.28 695.679,1309.94 640.632,1316.93 546.265,1320.92 451.898,1316.93 396.851,1309.94 357.531,1304.28 263.164,1281.66 168.797,1249.97 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1127.88 263.164,1171.08 272.601,1174.17 357.531,1197.67 451.898,1213.33 546.265,1218.56 640.632,1213.33 734.999,1197.67 819.929,1174.17 829.366,1171.08 923.733,1127.88 960.431,1106.28 1018.1,1064.79 1048.13,1038.39 1108.18,970.507 1112.47,963.718 1145.13,902.62 1166.91,834.733 1174.17,766.846 1166.91,698.959 1145.13,631.072 1112.47,569.974 1108.18,563.185 1048.13,495.298 1018.1,468.898 960.431,427.411 923.733,405.811 829.366,362.61 819.929,359.524 734.999,336.025 640.632,320.359 546.265,315.137 451.898,320.359 357.531,336.025 272.601,359.524 263.164,362.61 168.797,405.811 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,600.523 205.87,563.185 263.164,521.968 315.066,495.298 357.531,478.326 451.898,455.697 546.265,448.154 640.632,455.697 734.999,478.326 777.464,495.298 829.366,521.968 886.66,563.185 923.733,600.523 947.324,631.072 978.78,698.959 989.265,766.846 978.78,834.733 947.324,902.62 923.733,933.169 886.66,970.507 829.366,1011.72 777.464,1038.39 734.999,1055.37 640.632,1077.99 546.265,1085.54 451.898,1077.99 357.531,1055.37 315.066,1038.39 263.164,1011.72 205.87,970.507 168.797,933.169 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"859.698,1445.72 923.733,1428.74 1018.1,1396.59 1063.14,1377.83 1112.47,1354.87 1194.13,1309.94 1206.83,1302.02 1290.19,1242.05 1301.2,1232.92 1363.65,1174.17 1395.57,1138.68 1421.64,1106.28 1466.34,1038.39 1489.93,992.328 1500.04,970.507 1522.51,902.62 1535.99,834.733 1540.49,766.846 1535.99,698.959 1522.51,631.072 1500.04,563.185 1489.93,541.364 1466.34,495.298 1421.64,427.411 1395.57,395.011 1363.65,359.524 1301.2,300.776 1290.19,291.637 1206.83,231.67 1194.13,223.75 1112.47,178.825 1063.14,155.863 1018.1,137.105 923.733,104.948 859.698,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1091.02,87.9763 1112.47,96.9088 1206.83,143.358 1228.85,155.863 1301.2,201.787 1331.73,223.75 1395.57,275.797 1412.95,291.637 1477.52,359.524 1489.93,374.953 1528.13,427.411 1568.57,495.298 1584.3,529.242 1598.66,563.185 1619.18,631.072 1631.48,698.959 1635.59,766.846 1631.48,834.733 1619.18,902.62 1598.66,970.507 1584.3,1004.45 1568.57,1038.39 1528.13,1106.28 1489.93,1158.74 1477.52,1174.17 1412.95,1242.05 1395.57,1257.9 1331.73,1309.94 1301.2,1331.91 1228.85,1377.83 1206.83,1390.33 1112.47,1436.78 1091.02,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1249.3,1445.72 1301.2,1416.24 1360.87,1377.83 1395.57,1352.87 1448.96,1309.94 1489.93,1272.6 1520.27,1242.05 1578.68,1174.17 1584.3,1166.45 1624.3,1106.28 1661.23,1038.39 1678.67,997.177 1689.05,970.507 1707.92,902.62 1719.25,834.733 1723.02,766.846 1719.25,698.959 1707.92,631.072 1689.05,563.185 1678.67,536.515 1661.23,495.298 1624.3,427.411 1584.3,367.239 1578.68,359.524 1520.27,291.637 1489.93,261.088 1448.96,223.75 1395.57,180.822 1360.87,155.863 1301.2,117.454 1249.3,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1378.91,87.9763 1395.57,98.6953 1475.03,155.863 1489.93,167.843 1552.85,223.75 1584.3,255.431 1617.12,291.637 1670.46,359.524 1678.67,371.867 1712.64,427.411 1746.61,495.298 1773.03,563.185 1790.51,631.072 1801,698.959 1804.49,766.846 1801,834.733 1790.51,902.62 1773.03,970.507 1746.61,1038.39 1712.64,1106.28 1678.67,1161.82 1670.46,1174.17 1617.12,1242.05 1584.3,1278.26 1552.85,1309.94 1489.93,1365.85 1475.03,1377.83 1395.57,1435 1378.91,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1491.06,1445.72 1576.44,1377.83 1584.3,1370.84 1646.87,1309.94 1678.67,1274.87 1706.03,1242.05 1755.11,1174.17 1773.03,1144.85 1794.88,1106.28 1826.33,1038.39 1850.8,970.507 1867.4,906.014 1868.22,902.62 1877.98,834.733 1881.23,766.846 1877.98,698.959 1868.22,631.072 1867.4,627.678 1850.8,563.185 1826.33,495.298 1794.88,427.411 1773.03,388.839 1755.11,359.524 1706.03,291.637 1678.67,258.825 1646.87,223.75 1584.3,162.852 1576.44,155.863 1491.06,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1590.46,87.9763 1668.41,155.863 1678.67,165.847 1733.4,223.75 1773.03,271.271 1788.76,291.637 1834.2,359.524 1867.4,418.154 1872.28,427.411 1901.57,495.298 1924.35,563.185 1940.62,631.072 1950.38,698.959 1953.63,766.846 1950.38,834.733 1940.62,902.62 1924.35,970.507 1901.57,1038.39 1872.28,1106.28 1867.4,1115.54 1834.2,1174.17 1788.76,1242.05 1773.03,1262.42 1733.4,1309.94 1678.67,1367.85 1668.41,1377.83 1590.46,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1681.5,1445.72 1753.22,1377.83 1773.03,1356.86 1814.1,1309.94 1866.53,1242.05 1867.4,1240.75 1908.89,1174.17 1944.69,1106.28 1961.77,1066.68 1973.18,1038.39 1994.49,970.507 2009.71,902.62 2018.85,834.733 2021.89,766.846 2018.85,698.959 2009.71,631.072 1994.49,563.185 1973.18,495.298 1961.77,467.012 1944.69,427.411 1908.89,359.524 1867.4,292.943 1866.53,291.637 1814.1,223.75 1773.03,176.828 1753.22,155.863 1681.5,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1765.49,87.9763 1773.03,95.1223 1832.45,155.863 1867.4,195.797 1890.18,223.75 1938.99,291.637 1961.77,328.192 1980.03,359.524 2013.52,427.411 2040.92,495.298 2056.14,543.789 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,376.496 2047.76,359.524 2008.19,291.637 1962.53,223.75 1961.77,222.752 1907.26,155.863 1867.4,112.094 1843.81,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1917.84,87.9763 1961.77,136.212 1978.51,155.863 2030.26,223.75 2056.14,262.22 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,168.842 2046.24,155.863 1988.4,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,989.903 2040.92,1038.39 2013.52,1106.28 1980.03,1174.17 1961.77,1205.5 1938.99,1242.05 1890.18,1309.94 1867.4,1337.9 1832.45,1377.83 1773.03,1438.57 1765.49,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1843.81,1445.72 1867.4,1421.6 1907.26,1377.83 1961.77,1310.94 1962.53,1309.94 2008.19,1242.05 2047.76,1174.17 2056.14,1157.2 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1271.47 2030.26,1309.94 1978.51,1377.83 1961.77,1397.48 1917.84,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip262)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1988.4,1445.72 2046.24,1377.83 2056.14,1364.85 \"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip263\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip263)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2268.76 1337.73 L2298.43 1337.73 L2298.43 1341.67 L2268.76 1341.67 L2268.76 1337.73 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2308.57 1320 L2326.93 1320 L2326.93 1323.94 L2312.85 1323.94 L2312.85 1332.41 Q2313.87 1332.06 2314.89 1331.9 Q2315.91 1331.71 2316.93 1331.71 Q2322.71 1331.71 2326.09 1334.89 Q2329.47 1338.06 2329.47 1343.47 Q2329.47 1349.05 2326 1352.15 Q2322.53 1355.23 2316.21 1355.23 Q2314.03 1355.23 2311.76 1354.86 Q2309.52 1354.49 2307.11 1353.75 L2307.11 1349.05 Q2309.2 1350.19 2311.42 1350.74 Q2313.64 1351.3 2316.12 1351.3 Q2320.12 1351.3 2322.46 1349.19 Q2324.8 1347.08 2324.8 1343.47 Q2324.8 1339.86 2322.46 1337.76 Q2320.12 1335.65 2316.12 1335.65 Q2314.24 1335.65 2312.37 1336.07 Q2310.51 1336.48 2308.57 1337.36 L2308.57 1320 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2338.69 1348.68 L2343.57 1348.68 L2343.57 1354.56 L2338.69 1354.56 L2338.69 1348.68 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2363.76 1323.08 Q2360.14 1323.08 2358.32 1326.65 Q2356.51 1330.19 2356.51 1337.32 Q2356.51 1344.42 2358.32 1347.99 Q2360.14 1351.53 2363.76 1351.53 Q2367.39 1351.53 2369.2 1347.99 Q2371.02 1344.42 2371.02 1337.32 Q2371.02 1330.19 2369.2 1326.65 Q2367.39 1323.08 2363.76 1323.08 M2363.76 1319.38 Q2369.57 1319.38 2372.62 1323.98 Q2375.7 1328.57 2375.7 1337.32 Q2375.7 1346.04 2372.62 1350.65 Q2369.57 1355.23 2363.76 1355.23 Q2357.95 1355.23 2354.87 1350.65 Q2351.81 1346.04 2351.81 1337.32 Q2351.81 1328.57 2354.87 1323.98 Q2357.95 1319.38 2363.76 1319.38 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1340.91 2256.76,1340.91 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2268.76 1176.02 L2298.43 1176.02 L2298.43 1179.96 L2268.76 1179.96 L2268.76 1176.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2312.55 1188.92 L2328.87 1188.92 L2328.87 1192.85 L2306.93 1192.85 L2306.93 1188.92 Q2309.59 1186.16 2314.17 1181.53 Q2318.78 1176.88 2319.96 1175.54 Q2322.2 1173.02 2323.08 1171.28 Q2323.99 1169.52 2323.99 1167.83 Q2323.99 1165.08 2322.04 1163.34 Q2320.12 1161.6 2317.02 1161.6 Q2314.82 1161.6 2312.37 1162.37 Q2309.94 1163.13 2307.16 1164.68 L2307.16 1159.96 Q2309.98 1158.83 2312.44 1158.25 Q2314.89 1157.67 2316.93 1157.67 Q2322.3 1157.67 2325.49 1160.35 Q2328.69 1163.04 2328.69 1167.53 Q2328.69 1169.66 2327.88 1171.58 Q2327.09 1173.48 2324.98 1176.07 Q2324.4 1176.74 2321.3 1179.96 Q2318.2 1183.15 2312.55 1188.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2338.69 1186.97 L2343.57 1186.97 L2343.57 1192.85 L2338.69 1192.85 L2338.69 1186.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2353.8 1158.29 L2372.16 1158.29 L2372.16 1162.23 L2358.08 1162.23 L2358.08 1170.7 Q2359.1 1170.35 2360.12 1170.19 Q2361.14 1170.01 2362.16 1170.01 Q2367.95 1170.01 2371.32 1173.18 Q2374.7 1176.35 2374.7 1181.77 Q2374.7 1187.34 2371.23 1190.45 Q2367.76 1193.52 2361.44 1193.52 Q2359.26 1193.52 2357 1193.15 Q2354.75 1192.78 2352.34 1192.04 L2352.34 1187.34 Q2354.43 1188.48 2356.65 1189.03 Q2358.87 1189.59 2361.35 1189.59 Q2365.35 1189.59 2367.69 1187.48 Q2370.03 1185.38 2370.03 1181.77 Q2370.03 1178.15 2367.69 1176.05 Q2365.35 1173.94 2361.35 1173.94 Q2359.47 1173.94 2357.6 1174.36 Q2355.75 1174.77 2353.8 1175.65 L2353.8 1158.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1179.2 2256.76,1179.2 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2280.7 999.664 Q2277.09 999.664 2275.26 1003.23 Q2273.45 1006.77 2273.45 1013.9 Q2273.45 1021.01 2275.26 1024.57 Q2277.09 1028.11 2280.7 1028.11 Q2284.33 1028.11 2286.14 1024.57 Q2287.97 1021.01 2287.97 1013.9 Q2287.97 1006.77 2286.14 1003.23 Q2284.33 999.664 2280.7 999.664 M2280.7 995.96 Q2286.51 995.96 2289.57 1000.57 Q2292.64 1005.15 2292.64 1013.9 Q2292.64 1022.63 2289.57 1027.23 Q2286.51 1031.82 2280.7 1031.82 Q2274.89 1031.82 2271.81 1027.23 Q2268.76 1022.63 2268.76 1013.9 Q2268.76 1005.15 2271.81 1000.57 Q2274.89 995.96 2280.7 995.96 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1017.49 2256.76,1017.49 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2274.38 865.502 L2290.7 865.502 L2290.7 869.437 L2268.76 869.437 L2268.76 865.502 Q2271.42 862.747 2276 858.117 Q2280.61 853.465 2281.79 852.122 Q2284.03 849.599 2284.91 847.863 Q2285.82 846.104 2285.82 844.414 Q2285.82 841.659 2283.87 839.923 Q2281.95 838.187 2278.85 838.187 Q2276.65 838.187 2274.2 838.951 Q2271.77 839.715 2268.99 841.266 L2268.99 836.543 Q2271.81 835.409 2274.27 834.83 Q2276.72 834.252 2278.76 834.252 Q2284.13 834.252 2287.32 836.937 Q2290.52 839.622 2290.52 844.113 Q2290.52 846.242 2289.7 848.164 Q2288.92 850.062 2286.81 852.654 Q2286.23 853.326 2283.13 856.543 Q2280.03 859.738 2274.38 865.502 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2300.51 863.557 L2305.4 863.557 L2305.4 869.437 L2300.51 869.437 L2300.51 863.557 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2315.63 834.877 L2333.99 834.877 L2333.99 838.812 L2319.91 838.812 L2319.91 847.284 Q2320.93 846.937 2321.95 846.775 Q2322.97 846.59 2323.99 846.59 Q2329.77 846.59 2333.15 849.761 Q2336.53 852.932 2336.53 858.349 Q2336.53 863.928 2333.06 867.029 Q2329.59 870.108 2323.27 870.108 Q2321.09 870.108 2318.83 869.738 Q2316.58 869.367 2314.17 868.627 L2314.17 863.928 Q2316.26 865.062 2318.48 865.617 Q2320.7 866.173 2323.18 866.173 Q2327.18 866.173 2329.52 864.066 Q2331.86 861.96 2331.86 858.349 Q2331.86 854.738 2329.52 852.631 Q2327.18 850.525 2323.18 850.525 Q2321.3 850.525 2319.43 850.941 Q2317.58 851.358 2315.63 852.238 L2315.63 834.877 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,855.786 2256.76,855.786 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2270.21 673.168 L2288.57 673.168 L2288.57 677.104 L2274.5 677.104 L2274.5 685.576 Q2275.52 685.229 2276.53 685.067 Q2277.55 684.881 2278.57 684.881 Q2284.36 684.881 2287.74 688.053 Q2291.12 691.224 2291.12 696.641 Q2291.12 702.219 2287.64 705.321 Q2284.17 708.4 2277.85 708.4 Q2275.68 708.4 2273.41 708.029 Q2271.16 707.659 2268.76 706.918 L2268.76 702.219 Q2270.84 703.353 2273.06 703.909 Q2275.28 704.465 2277.76 704.465 Q2281.77 704.465 2284.1 702.358 Q2286.44 700.252 2286.44 696.641 Q2286.44 693.029 2284.1 690.923 Q2281.77 688.817 2277.76 688.817 Q2275.89 688.817 2274.01 689.233 Q2272.16 689.65 2270.21 690.529 L2270.21 673.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2300.33 701.849 L2305.21 701.849 L2305.21 707.728 L2300.33 707.728 L2300.33 701.849 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2325.4 676.247 Q2321.79 676.247 2319.96 679.812 Q2318.15 683.354 2318.15 690.483 Q2318.15 697.59 2319.96 701.154 Q2321.79 704.696 2325.4 704.696 Q2329.03 704.696 2330.84 701.154 Q2332.67 697.59 2332.67 690.483 Q2332.67 683.354 2330.84 679.812 Q2329.03 676.247 2325.4 676.247 M2325.4 672.543 Q2331.21 672.543 2334.26 677.15 Q2337.34 681.733 2337.34 690.483 Q2337.34 699.21 2334.26 703.816 Q2331.21 708.4 2325.4 708.4 Q2319.59 708.4 2316.51 703.816 Q2313.45 699.21 2313.45 690.483 Q2313.45 681.733 2316.51 677.15 Q2319.59 672.543 2325.4 672.543 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,694.077 2256.76,694.077 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2268.76 511.46 L2290.98 511.46 L2290.98 513.451 L2278.43 546.02 L2273.55 546.02 L2285.35 515.395 L2268.76 515.395 L2268.76 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2300.1 540.141 L2304.98 540.141 L2304.98 546.02 L2300.1 546.02 L2300.1 540.141 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2315.21 511.46 L2333.57 511.46 L2333.57 515.395 L2319.5 515.395 L2319.5 523.868 Q2320.51 523.52 2321.53 523.358 Q2322.55 523.173 2323.57 523.173 Q2329.36 523.173 2332.74 526.344 Q2336.12 529.516 2336.12 534.932 Q2336.12 540.511 2332.64 543.613 Q2329.17 546.691 2322.85 546.691 Q2320.68 546.691 2318.41 546.321 Q2316.16 545.951 2313.76 545.21 L2313.76 540.511 Q2315.84 541.645 2318.06 542.201 Q2320.28 542.756 2322.76 542.756 Q2326.76 542.756 2329.1 540.65 Q2331.44 538.543 2331.44 534.932 Q2331.44 531.321 2329.1 529.215 Q2326.76 527.108 2322.76 527.108 Q2320.89 527.108 2319.01 527.525 Q2317.16 527.942 2315.21 528.821 L2315.21 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,532.369 2256.76,532.369 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2269.43 380.377 L2277.07 380.377 L2277.07 354.011 L2268.76 355.678 L2268.76 351.419 L2277.02 349.752 L2281.7 349.752 L2281.7 380.377 L2289.33 380.377 L2289.33 384.312 L2269.43 384.312 L2269.43 380.377 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2308.78 352.831 Q2305.17 352.831 2303.34 356.395 Q2301.53 359.937 2301.53 367.067 Q2301.53 374.173 2303.34 377.738 Q2305.17 381.279 2308.78 381.279 Q2312.41 381.279 2314.22 377.738 Q2316.05 374.173 2316.05 367.067 Q2316.05 359.937 2314.22 356.395 Q2312.41 352.831 2308.78 352.831 M2308.78 349.127 Q2314.59 349.127 2317.64 353.733 Q2320.72 358.317 2320.72 367.067 Q2320.72 375.793 2317.64 380.4 Q2314.59 384.983 2308.78 384.983 Q2302.97 384.983 2299.89 380.4 Q2296.83 375.793 2296.83 367.067 Q2296.83 358.317 2299.89 353.733 Q2302.97 349.127 2308.78 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2328.94 378.432 L2333.83 378.432 L2333.83 384.312 L2328.94 384.312 L2328.94 378.432 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2354.01 352.831 Q2350.4 352.831 2348.57 356.395 Q2346.76 359.937 2346.76 367.067 Q2346.76 374.173 2348.57 377.738 Q2350.4 381.279 2354.01 381.279 Q2357.64 381.279 2359.45 377.738 Q2361.28 374.173 2361.28 367.067 Q2361.28 359.937 2359.45 356.395 Q2357.64 352.831 2354.01 352.831 M2354.01 349.127 Q2359.82 349.127 2362.88 353.733 Q2365.95 358.317 2365.95 367.067 Q2365.95 375.793 2362.88 380.4 Q2359.82 384.983 2354.01 384.983 Q2348.2 384.983 2345.12 380.4 Q2342.07 375.793 2342.07 367.067 Q2342.07 358.317 2345.12 353.733 Q2348.2 349.127 2354.01 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,370.661 2256.76,370.661 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2269.43 218.668 L2277.07 218.668 L2277.07 192.303 L2268.76 193.969 L2268.76 189.71 L2277.02 188.044 L2281.7 188.044 L2281.7 218.668 L2289.33 218.668 L2289.33 222.604 L2269.43 222.604 L2269.43 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2302.81 218.668 L2319.13 218.668 L2319.13 222.604 L2297.18 222.604 L2297.18 218.668 Q2299.84 215.914 2304.43 211.284 Q2309.03 206.631 2310.21 205.289 Q2312.46 202.766 2313.34 201.03 Q2314.24 199.27 2314.24 197.581 Q2314.24 194.826 2312.3 193.09 Q2310.38 191.354 2307.27 191.354 Q2305.08 191.354 2302.62 192.118 Q2300.19 192.882 2297.41 194.432 L2297.41 189.71 Q2300.24 188.576 2302.69 187.997 Q2305.14 187.419 2307.18 187.419 Q2312.55 187.419 2315.75 190.104 Q2318.94 192.789 2318.94 197.28 Q2318.94 199.409 2318.13 201.331 Q2317.34 203.229 2315.24 205.821 Q2314.66 206.493 2311.56 209.71 Q2308.45 212.905 2302.81 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2328.94 216.724 L2333.83 216.724 L2333.83 222.604 L2328.94 222.604 L2328.94 216.724 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2344.06 188.044 L2362.41 188.044 L2362.41 191.979 L2348.34 191.979 L2348.34 200.451 Q2349.36 200.104 2350.38 199.942 Q2351.39 199.756 2352.41 199.756 Q2358.2 199.756 2361.58 202.928 Q2364.96 206.099 2364.96 211.516 Q2364.96 217.094 2361.49 220.196 Q2358.01 223.275 2351.7 223.275 Q2349.52 223.275 2347.25 222.905 Q2345.01 222.534 2342.6 221.793 L2342.6 217.094 Q2344.68 218.229 2346.9 218.784 Q2349.13 219.34 2351.6 219.34 Q2355.61 219.34 2357.95 217.233 Q2360.28 215.127 2360.28 211.516 Q2360.28 207.905 2357.95 205.798 Q2355.61 203.692 2351.6 203.692 Q2349.73 203.692 2347.85 204.108 Q2346 204.525 2344.06 205.405 L2344.06 188.044 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,208.952 2256.76,208.952 \"/>\n",
       "<path clip-path=\"url(#clip260)\" d=\"M2269.43 56.9601 L2277.07 56.9601 L2277.07 30.5945 L2268.76 32.2612 L2268.76 28.002 L2277.02 26.3353 L2281.7 26.3353 L2281.7 56.9601 L2289.33 56.9601 L2289.33 60.8953 L2269.43 60.8953 L2269.43 56.9601 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2298.83 26.3353 L2317.18 26.3353 L2317.18 30.2705 L2303.11 30.2705 L2303.11 38.7426 Q2304.13 38.3954 2305.14 38.2334 Q2306.16 38.0482 2307.18 38.0482 Q2312.97 38.0482 2316.35 41.2195 Q2319.73 44.3908 2319.73 49.8074 Q2319.73 55.3861 2316.26 58.4879 Q2312.78 61.5666 2306.46 61.5666 Q2304.29 61.5666 2302.02 61.1962 Q2299.77 60.8259 2297.37 60.0851 L2297.37 55.3861 Q2299.45 56.5203 2301.67 57.0759 Q2303.89 57.6314 2306.37 57.6314 Q2310.38 57.6314 2312.71 55.525 Q2315.05 53.4185 2315.05 49.8074 Q2315.05 46.1963 2312.71 44.0898 Q2310.38 41.9834 2306.37 41.9834 Q2304.5 41.9834 2302.62 42.4 Q2300.77 42.8167 2298.83 43.6963 L2298.83 26.3353 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2328.94 55.0157 L2333.83 55.0157 L2333.83 60.8953 L2328.94 60.8953 L2328.94 55.0157 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip260)\" d=\"M2354.01 29.414 Q2350.4 29.414 2348.57 32.9788 Q2346.76 36.5204 2346.76 43.65 Q2346.76 50.7565 2348.57 54.3213 Q2350.4 57.8629 2354.01 57.8629 Q2357.64 57.8629 2359.45 54.3213 Q2361.28 50.7565 2361.28 43.65 Q2361.28 36.5204 2359.45 32.9788 Q2357.64 29.414 2354.01 29.414 M2354.01 25.7103 Q2359.82 25.7103 2362.88 30.3168 Q2365.95 34.9001 2365.95 43.65 Q2365.95 52.3768 2362.88 56.9833 Q2359.82 61.5666 2354.01 61.5666 Q2348.2 61.5666 2345.12 56.9833 Q2342.07 52.3768 2342.07 43.65 Q2342.07 34.9001 2345.12 30.3168 Q2348.2 25.7103 2354.01 25.7103 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,47.2441 2256.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip260)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Show a problem from Figure 16.3 in Nocedal and Wright\n",
    "\n",
    "n = 2\n",
    "G = 2*Matrix(1.0I,n,n)\n",
    "c = [-2.0; -5]\n",
    "A = [1.0 -2; -1 -2; -1 2; 1 0; 0 1]\n",
    "b = [-2.0; -6; -2; 0; 0]\n",
    "# this is Ax >= b\n",
    "\n",
    "# plotregion uses Ax = b, x >=0 \n",
    "PlotRegion.plotregion([A -Matrix(1.0I, size(A,1), size(A,1))],b)\n",
    "ezcontour!(0:0.25:5.0,0:0.25:5.0,x -> 0.5*dot(G*x,x) + dot(c,x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Step: f= 0.0  x=[ 2.0, 0.0]  mu=[0.0 ,0.0 ,-2.0,0.0 ]   note=removed 3\n",
      "Step: f=-1.0  x=[ 1.0, 0.0]  mu=[0.0 ,0.0 ,0.0 ,0.0 ]   note=stepped\n",
      "Step: f=-1.0  x=[ 1.0, 0.0]  mu=[0.0 ,0.0 ,0.0 ,0.0 ]   note=removed 5\n",
      "Step: f=-6.2  x=[ 1.0, 1.5]  mu=[0.0 ,0.0 ,0.0 ,0.0 ]   note=added 1\n",
      "Step: f=-6.4  x=[ 1.4, 1.7]  mu=[0.8 ,0.0 ,0.0 ,0.0 ]   note=stepped\n",
      "Step: f=-6.4  x=[ 1.4, 1.7]  mu=[0.8 ,0.0 ,0.0 ,0.0 ]   note=stepped\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip300\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip301\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M112.177 1486.45 L2112.76 1486.45 L2112.76 47.2441 L112.177 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip302\">\n",
       "    <rect x=\"112\" y=\"47\" width=\"2002\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"168.797,1486.45 168.797,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"546.265,1486.45 546.265,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"923.733,1486.45 923.733,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1301.2,1486.45 1301.2,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1678.67,1486.45 1678.67,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2056.14,1486.45 2056.14,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1174.17 2112.76,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,902.62 2112.76,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,631.072 2112.76,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,359.524 2112.76,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1486.45 168.797,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"546.265,1486.45 546.265,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"923.733,1486.45 923.733,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1301.2,1486.45 1301.2,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1678.67,1486.45 1678.67,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1486.45 2056.14,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M168.797 1517.37 Q165.186 1517.37 163.358 1520.93 Q161.552 1524.47 161.552 1531.6 Q161.552 1538.71 163.358 1542.27 Q165.186 1545.82 168.797 1545.82 Q172.432 1545.82 174.237 1542.27 Q176.066 1538.71 176.066 1531.6 Q176.066 1524.47 174.237 1520.93 Q172.432 1517.37 168.797 1517.37 M168.797 1513.66 Q174.607 1513.66 177.663 1518.27 Q180.742 1522.85 180.742 1531.6 Q180.742 1540.33 177.663 1544.94 Q174.607 1549.52 168.797 1549.52 Q162.987 1549.52 159.908 1544.94 Q156.853 1540.33 156.853 1531.6 Q156.853 1522.85 159.908 1518.27 Q162.987 1513.66 168.797 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M536.647 1544.91 L544.286 1544.91 L544.286 1518.55 L535.976 1520.21 L535.976 1515.95 L544.24 1514.29 L548.915 1514.29 L548.915 1544.91 L556.554 1544.91 L556.554 1548.85 L536.647 1548.85 L536.647 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M918.386 1544.91 L934.705 1544.91 L934.705 1548.85 L912.761 1548.85 L912.761 1544.91 Q915.423 1542.16 920.006 1537.53 Q924.612 1532.88 925.793 1531.53 Q928.038 1529.01 928.918 1527.27 Q929.821 1525.51 929.821 1523.82 Q929.821 1521.07 927.876 1519.33 Q925.955 1517.6 922.853 1517.6 Q920.654 1517.6 918.2 1518.36 Q915.77 1519.13 912.992 1520.68 L912.992 1515.95 Q915.816 1514.82 918.27 1514.24 Q920.723 1513.66 922.76 1513.66 Q928.131 1513.66 931.325 1516.35 Q934.52 1519.03 934.52 1523.52 Q934.52 1525.65 933.709 1527.57 Q932.922 1529.47 930.816 1532.07 Q930.237 1532.74 927.135 1535.95 Q924.034 1539.15 918.386 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M1305.45 1530.21 Q1308.8 1530.93 1310.68 1533.2 Q1312.58 1535.47 1312.58 1538.8 Q1312.58 1543.92 1309.06 1546.72 Q1305.54 1549.52 1299.06 1549.52 Q1296.88 1549.52 1294.57 1549.08 Q1292.28 1548.66 1289.82 1547.81 L1289.82 1543.29 Q1291.77 1544.43 1294.08 1545.01 Q1296.4 1545.58 1298.92 1545.58 Q1303.32 1545.58 1305.61 1543.85 Q1307.92 1542.11 1307.92 1538.8 Q1307.92 1535.75 1305.77 1534.03 Q1303.64 1532.3 1299.82 1532.3 L1295.8 1532.3 L1295.8 1528.45 L1300.01 1528.45 Q1303.46 1528.45 1305.29 1527.09 Q1307.11 1525.7 1307.11 1523.11 Q1307.11 1520.45 1305.22 1519.03 Q1303.34 1517.6 1299.82 1517.6 Q1297.9 1517.6 1295.7 1518.01 Q1293.5 1518.43 1290.86 1519.31 L1290.86 1515.14 Q1293.53 1514.4 1295.84 1514.03 Q1298.18 1513.66 1300.24 1513.66 Q1305.56 1513.66 1308.67 1516.09 Q1311.77 1518.5 1311.77 1522.62 Q1311.77 1525.49 1310.12 1527.48 Q1308.48 1529.45 1305.45 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M1681.68 1518.36 L1669.87 1536.81 L1681.68 1536.81 L1681.68 1518.36 M1680.45 1514.29 L1686.33 1514.29 L1686.33 1536.81 L1691.26 1536.81 L1691.26 1540.7 L1686.33 1540.7 L1686.33 1548.85 L1681.68 1548.85 L1681.68 1540.7 L1666.08 1540.7 L1666.08 1536.19 L1680.45 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2046.41 1514.29 L2064.77 1514.29 L2064.77 1518.22 L2050.7 1518.22 L2050.7 1526.7 Q2051.71 1526.35 2052.73 1526.19 Q2053.75 1526 2054.77 1526 Q2060.56 1526 2063.94 1529.17 Q2067.32 1532.34 2067.32 1537.76 Q2067.32 1543.34 2063.84 1546.44 Q2060.37 1549.52 2054.05 1549.52 Q2051.88 1549.52 2049.61 1549.15 Q2047.36 1548.78 2044.96 1548.04 L2044.96 1543.34 Q2047.04 1544.47 2049.26 1545.03 Q2051.48 1545.58 2053.96 1545.58 Q2057.96 1545.58 2060.3 1543.48 Q2062.64 1541.37 2062.64 1537.76 Q2062.64 1534.15 2060.3 1532.04 Q2057.96 1529.94 2053.96 1529.94 Q2052.08 1529.94 2050.21 1530.35 Q2048.36 1530.77 2046.41 1531.65 L2046.41 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 112.177,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1445.72 129.051,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1174.17 129.051,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,902.62 129.051,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,631.072 129.051,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,359.524 129.051,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,87.9763 129.051,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M64.2328 1431.51 Q60.6217 1431.51 58.793 1435.08 Q56.9875 1438.62 56.9875 1445.75 Q56.9875 1452.86 58.793 1456.42 Q60.6217 1459.96 64.2328 1459.96 Q67.867 1459.96 69.6726 1456.42 Q71.5013 1452.86 71.5013 1445.75 Q71.5013 1438.62 69.6726 1435.08 Q67.867 1431.51 64.2328 1431.51 M64.2328 1427.81 Q70.0429 1427.81 73.0985 1432.42 Q76.1772 1437 76.1772 1445.75 Q76.1772 1454.48 73.0985 1459.08 Q70.0429 1463.67 64.2328 1463.67 Q58.4226 1463.67 55.344 1459.08 Q52.2884 1454.48 52.2884 1445.75 Q52.2884 1437 55.344 1432.42 Q58.4226 1427.81 64.2328 1427.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M56.2699 1187.51 L63.9087 1187.51 L63.9087 1161.15 L55.5986 1162.81 L55.5986 1158.55 L63.8624 1156.89 L68.5383 1156.89 L68.5383 1187.51 L76.1772 1187.51 L76.1772 1191.45 L56.2699 1191.45 L56.2699 1187.51 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M59.8578 915.965 L76.1772 915.965 L76.1772 919.9 L54.2328 919.9 L54.2328 915.965 Q56.8949 913.21 61.4782 908.581 Q66.0846 903.928 67.2652 902.585 Q69.5105 900.062 70.3902 898.326 Q71.2929 896.567 71.2929 894.877 Q71.2929 892.122 69.3485 890.386 Q67.4272 888.65 64.3254 888.65 Q62.1263 888.65 59.6726 889.414 Q57.2421 890.178 54.4643 891.729 L54.4643 887.007 Q57.2884 885.872 59.7421 885.294 Q62.1958 884.715 64.2328 884.715 Q69.6031 884.715 72.7976 887.4 Q75.992 890.085 75.992 894.576 Q75.992 896.706 75.1818 898.627 Q74.3948 900.525 72.2883 903.118 Q71.7096 903.789 68.6078 907.006 Q65.5059 910.201 59.8578 915.965 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M69.0476 629.718 Q72.404 630.435 74.279 632.704 Q76.1772 634.972 76.1772 638.306 Q76.1772 643.422 72.6587 646.222 Q69.1402 649.023 62.6587 649.023 Q60.4828 649.023 58.168 648.584 Q55.8764 648.167 53.4227 647.31 L53.4227 642.797 Q55.3671 643.931 57.6819 644.509 Q59.9967 645.088 62.5198 645.088 Q66.918 645.088 69.2096 643.352 Q71.5244 641.616 71.5244 638.306 Q71.5244 635.25 69.3717 633.537 Q67.242 631.801 63.4226 631.801 L59.3949 631.801 L59.3949 627.959 L63.6078 627.959 Q67.0569 627.959 68.8855 626.593 Q70.7142 625.204 70.7142 622.611 Q70.7142 619.949 68.8161 618.537 Q66.9411 617.102 63.4226 617.102 Q61.5013 617.102 59.3023 617.519 Q57.1032 617.936 54.4643 618.815 L54.4643 614.649 Q57.1264 613.908 59.4412 613.537 Q61.7791 613.167 63.8393 613.167 Q69.1633 613.167 72.2652 615.598 Q75.367 618.005 75.367 622.125 Q75.367 624.996 73.7235 626.986 Q72.08 628.954 69.0476 629.718 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M66.5939 346.318 L54.7884 364.767 L66.5939 364.767 L66.5939 346.318 M65.367 342.244 L71.2466 342.244 L71.2466 364.767 L76.1772 364.767 L76.1772 368.656 L71.2466 368.656 L71.2466 376.804 L66.5939 376.804 L66.5939 368.656 L50.9921 368.656 L50.9921 364.142 L65.367 342.244 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M55.2745 70.6963 L73.6309 70.6963 L73.6309 74.6314 L59.5569 74.6314 L59.5569 83.1036 Q60.5754 82.7564 61.5939 82.5944 Q62.6124 82.4092 63.6309 82.4092 Q69.418 82.4092 72.7976 85.5805 Q76.1772 88.7517 76.1772 94.1684 Q76.1772 99.747 72.705 102.849 Q69.2328 105.928 62.9134 105.928 Q60.7374 105.928 58.4689 105.557 Q56.2236 105.187 53.8162 104.446 L53.8162 99.747 Q55.8995 100.881 58.1217 101.437 Q60.3439 101.992 62.8208 101.992 Q66.8254 101.992 69.1633 99.8859 Q71.5013 97.7795 71.5013 94.1684 Q71.5013 90.5573 69.1633 88.4508 Q66.8254 86.3443 62.8208 86.3443 Q60.9458 86.3443 59.0708 86.761 Q57.2189 87.1777 55.2745 88.0573 L55.2745 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip302)\" d=\"M168.797 1445.72 L923.733 1445.72 L1678.67 1174.17 L923.733 902.62 L168.797 1174.17 L168.797 1445.72 L168.797 1445.72  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:0.5; fill:none\" points=\"168.797,1445.72 923.733,1445.72 1678.67,1174.17 923.733,902.62 168.797,1174.17 168.797,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"232.832,1445.72 168.797,1428.74 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1345.88 263.164,1373.84 282.038,1377.83 357.531,1392.12 451.898,1402.84 546.265,1406.41 640.632,1402.84 734.999,1392.12 810.492,1377.83 829.366,1373.84 923.733,1345.88 1018.1,1309.94 1112.47,1260.16 1141.5,1242.05 1206.83,1195.06 1232,1174.17 1301.2,1106.28 1351.16,1038.39 1390.02,970.507 1395.57,956.93 1415.43,902.62 1430.33,834.733 1435.3,766.846 1430.33,698.959 1415.43,631.072 1395.57,576.762 1390.02,563.185 1351.16,495.298 1301.2,427.411 1232,359.524 1206.83,338.636 1141.5,291.637 1112.47,273.534 1018.1,223.75 923.733,187.81 829.366,159.857 810.492,155.863 734.999,141.571 640.632,130.852 546.265,127.279 451.898,130.852 357.531,141.571 282.038,155.863 263.164,159.857 168.797,187.81 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,104.948 232.832,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,283.717 263.164,252.036 357.531,229.407 396.851,223.75 451.898,216.762 546.265,212.769 640.632,216.762 695.679,223.75 734.999,229.407 829.366,252.036 923.733,283.717 942.082,291.637 1018.1,329.497 1067.43,359.524 1112.47,391.925 1154.21,427.411 1206.83,482.098 1217.84,495.298 1261.88,563.185 1293.34,631.072 1301.2,659.358 1310.91,698.959 1316.47,766.846 1310.91,834.733 1301.2,874.334 1293.34,902.62 1261.88,970.507 1217.84,1038.39 1206.83,1051.59 1154.21,1106.28 1112.47,1141.77 1067.43,1174.17 1018.1,1204.19 942.082,1242.05 923.733,1249.97 829.366,1281.66 734.999,1304.28 695.679,1309.94 640.632,1316.93 546.265,1320.92 451.898,1316.93 396.851,1309.94 357.531,1304.28 263.164,1281.66 168.797,1249.97 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1127.88 263.164,1171.08 272.601,1174.17 357.531,1197.67 451.898,1213.33 546.265,1218.56 640.632,1213.33 734.999,1197.67 819.929,1174.17 829.366,1171.08 923.733,1127.88 960.431,1106.28 1018.1,1064.79 1048.13,1038.39 1108.18,970.507 1112.47,963.718 1145.13,902.62 1166.91,834.733 1174.17,766.846 1166.91,698.959 1145.13,631.072 1112.47,569.974 1108.18,563.185 1048.13,495.298 1018.1,468.898 960.431,427.411 923.733,405.811 829.366,362.61 819.929,359.524 734.999,336.025 640.632,320.359 546.265,315.137 451.898,320.359 357.531,336.025 272.601,359.524 263.164,362.61 168.797,405.811 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,600.523 205.87,563.185 263.164,521.968 315.066,495.298 357.531,478.326 451.898,455.697 546.265,448.154 640.632,455.697 734.999,478.326 777.464,495.298 829.366,521.968 886.66,563.185 923.733,600.523 947.324,631.072 978.78,698.959 989.265,766.846 978.78,834.733 947.324,902.62 923.733,933.169 886.66,970.507 829.366,1011.72 777.464,1038.39 734.999,1055.37 640.632,1077.99 546.265,1085.54 451.898,1077.99 357.531,1055.37 315.066,1038.39 263.164,1011.72 205.87,970.507 168.797,933.169 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"859.698,1445.72 923.733,1428.74 1018.1,1396.59 1063.14,1377.83 1112.47,1354.87 1194.13,1309.94 1206.83,1302.02 1290.19,1242.05 1301.2,1232.92 1363.65,1174.17 1395.57,1138.68 1421.64,1106.28 1466.34,1038.39 1489.93,992.328 1500.04,970.507 1522.51,902.62 1535.99,834.733 1540.49,766.846 1535.99,698.959 1522.51,631.072 1500.04,563.185 1489.93,541.364 1466.34,495.298 1421.64,427.411 1395.57,395.011 1363.65,359.524 1301.2,300.776 1290.19,291.637 1206.83,231.67 1194.13,223.75 1112.47,178.825 1063.14,155.863 1018.1,137.105 923.733,104.948 859.698,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1091.02,87.9763 1112.47,96.9088 1206.83,143.358 1228.85,155.863 1301.2,201.787 1331.73,223.75 1395.57,275.797 1412.95,291.637 1477.52,359.524 1489.93,374.953 1528.13,427.411 1568.57,495.298 1584.3,529.242 1598.66,563.185 1619.18,631.072 1631.48,698.959 1635.59,766.846 1631.48,834.733 1619.18,902.62 1598.66,970.507 1584.3,1004.45 1568.57,1038.39 1528.13,1106.28 1489.93,1158.74 1477.52,1174.17 1412.95,1242.05 1395.57,1257.9 1331.73,1309.94 1301.2,1331.91 1228.85,1377.83 1206.83,1390.33 1112.47,1436.78 1091.02,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1249.3,1445.72 1301.2,1416.24 1360.87,1377.83 1395.57,1352.87 1448.96,1309.94 1489.93,1272.6 1520.27,1242.05 1578.68,1174.17 1584.3,1166.45 1624.3,1106.28 1661.23,1038.39 1678.67,997.177 1689.05,970.507 1707.92,902.62 1719.25,834.733 1723.02,766.846 1719.25,698.959 1707.92,631.072 1689.05,563.185 1678.67,536.515 1661.23,495.298 1624.3,427.411 1584.3,367.239 1578.68,359.524 1520.27,291.637 1489.93,261.088 1448.96,223.75 1395.57,180.822 1360.87,155.863 1301.2,117.454 1249.3,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1378.91,87.9763 1395.57,98.6953 1475.03,155.863 1489.93,167.843 1552.85,223.75 1584.3,255.431 1617.12,291.637 1670.46,359.524 1678.67,371.867 1712.64,427.411 1746.61,495.298 1773.03,563.185 1790.51,631.072 1801,698.959 1804.49,766.846 1801,834.733 1790.51,902.62 1773.03,970.507 1746.61,1038.39 1712.64,1106.28 1678.67,1161.82 1670.46,1174.17 1617.12,1242.05 1584.3,1278.26 1552.85,1309.94 1489.93,1365.85 1475.03,1377.83 1395.57,1435 1378.91,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1491.06,1445.72 1576.44,1377.83 1584.3,1370.84 1646.87,1309.94 1678.67,1274.87 1706.03,1242.05 1755.11,1174.17 1773.03,1144.85 1794.88,1106.28 1826.33,1038.39 1850.8,970.507 1867.4,906.014 1868.22,902.62 1877.98,834.733 1881.23,766.846 1877.98,698.959 1868.22,631.072 1867.4,627.678 1850.8,563.185 1826.33,495.298 1794.88,427.411 1773.03,388.839 1755.11,359.524 1706.03,291.637 1678.67,258.825 1646.87,223.75 1584.3,162.852 1576.44,155.863 1491.06,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1590.46,87.9763 1668.41,155.863 1678.67,165.847 1733.4,223.75 1773.03,271.271 1788.76,291.637 1834.2,359.524 1867.4,418.154 1872.28,427.411 1901.57,495.298 1924.35,563.185 1940.62,631.072 1950.38,698.959 1953.63,766.846 1950.38,834.733 1940.62,902.62 1924.35,970.507 1901.57,1038.39 1872.28,1106.28 1867.4,1115.54 1834.2,1174.17 1788.76,1242.05 1773.03,1262.42 1733.4,1309.94 1678.67,1367.85 1668.41,1377.83 1590.46,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1681.5,1445.72 1753.22,1377.83 1773.03,1356.86 1814.1,1309.94 1866.53,1242.05 1867.4,1240.75 1908.89,1174.17 1944.69,1106.28 1961.77,1066.68 1973.18,1038.39 1994.49,970.507 2009.71,902.62 2018.85,834.733 2021.89,766.846 2018.85,698.959 2009.71,631.072 1994.49,563.185 1973.18,495.298 1961.77,467.012 1944.69,427.411 1908.89,359.524 1867.4,292.943 1866.53,291.637 1814.1,223.75 1773.03,176.828 1753.22,155.863 1681.5,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1765.49,87.9763 1773.03,95.1223 1832.45,155.863 1867.4,195.797 1890.18,223.75 1938.99,291.637 1961.77,328.192 1980.03,359.524 2013.52,427.411 2040.92,495.298 2056.14,543.789 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,376.496 2047.76,359.524 2008.19,291.637 1962.53,223.75 1961.77,222.752 1907.26,155.863 1867.4,112.094 1843.81,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1917.84,87.9763 1961.77,136.212 1978.51,155.863 2030.26,223.75 2056.14,262.22 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,168.842 2046.24,155.863 1988.4,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,989.903 2040.92,1038.39 2013.52,1106.28 1980.03,1174.17 1961.77,1205.5 1938.99,1242.05 1890.18,1309.94 1867.4,1337.9 1832.45,1377.83 1773.03,1438.57 1765.49,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1843.81,1445.72 1867.4,1421.6 1907.26,1377.83 1961.77,1310.94 1962.53,1309.94 2008.19,1242.05 2047.76,1174.17 2056.14,1157.2 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1271.47 2030.26,1309.94 1978.51,1377.83 1961.77,1397.48 1917.84,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1988.4,1445.72 2046.24,1377.83 2056.14,1364.85 \"/>\n",
       "<circle clip-path=\"url(#clip302)\" cx=\"923.733\" cy=\"1445.72\" r=\"14.4\" fill=\"#3da44d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"923.733,1445.72 923.733,1445.72 \"/>\n",
       "<circle clip-path=\"url(#clip302)\" cx=\"923.733\" cy=\"1445.72\" r=\"14.4\" fill=\"#ac8d18\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"923.733,1445.72 546.265,1445.72 \"/>\n",
       "<circle clip-path=\"url(#clip302)\" cx=\"546.265\" cy=\"1445.72\" r=\"14.4\" fill=\"#ed5d92\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"546.265,1445.72 546.265,1445.72 \"/>\n",
       "<circle clip-path=\"url(#clip302)\" cx=\"546.265\" cy=\"1445.72\" r=\"14.4\" fill=\"#00a98d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"546.265,1445.72 546.265,1038.39 \"/>\n",
       "<circle clip-path=\"url(#clip302)\" cx=\"546.265\" cy=\"1038.39\" r=\"14.4\" fill=\"#00a8cb\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"546.265,1038.39 697.252,984.084 \"/>\n",
       "<circle clip-path=\"url(#clip302)\" cx=\"697.252\" cy=\"984.084\" r=\"14.4\" fill=\"#608cf6\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip302)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"697.252,984.084 697.252,984.084 \"/>\n",
       "<circle clip-path=\"url(#clip302)\" cx=\"697.252\" cy=\"984.084\" r=\"64.8\" fill=\"#dd64b5\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip303\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip303)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2268.76 1337.73 L2298.43 1337.73 L2298.43 1341.67 L2268.76 1341.67 L2268.76 1337.73 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2308.57 1320 L2326.93 1320 L2326.93 1323.94 L2312.85 1323.94 L2312.85 1332.41 Q2313.87 1332.06 2314.89 1331.9 Q2315.91 1331.71 2316.93 1331.71 Q2322.71 1331.71 2326.09 1334.89 Q2329.47 1338.06 2329.47 1343.47 Q2329.47 1349.05 2326 1352.15 Q2322.53 1355.23 2316.21 1355.23 Q2314.03 1355.23 2311.76 1354.86 Q2309.52 1354.49 2307.11 1353.75 L2307.11 1349.05 Q2309.2 1350.19 2311.42 1350.74 Q2313.64 1351.3 2316.12 1351.3 Q2320.12 1351.3 2322.46 1349.19 Q2324.8 1347.08 2324.8 1343.47 Q2324.8 1339.86 2322.46 1337.76 Q2320.12 1335.65 2316.12 1335.65 Q2314.24 1335.65 2312.37 1336.07 Q2310.51 1336.48 2308.57 1337.36 L2308.57 1320 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2338.69 1348.68 L2343.57 1348.68 L2343.57 1354.56 L2338.69 1354.56 L2338.69 1348.68 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2363.76 1323.08 Q2360.14 1323.08 2358.32 1326.65 Q2356.51 1330.19 2356.51 1337.32 Q2356.51 1344.42 2358.32 1347.99 Q2360.14 1351.53 2363.76 1351.53 Q2367.39 1351.53 2369.2 1347.99 Q2371.02 1344.42 2371.02 1337.32 Q2371.02 1330.19 2369.2 1326.65 Q2367.39 1323.08 2363.76 1323.08 M2363.76 1319.38 Q2369.57 1319.38 2372.62 1323.98 Q2375.7 1328.57 2375.7 1337.32 Q2375.7 1346.04 2372.62 1350.65 Q2369.57 1355.23 2363.76 1355.23 Q2357.95 1355.23 2354.87 1350.65 Q2351.81 1346.04 2351.81 1337.32 Q2351.81 1328.57 2354.87 1323.98 Q2357.95 1319.38 2363.76 1319.38 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1340.91 2256.76,1340.91 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2268.76 1176.02 L2298.43 1176.02 L2298.43 1179.96 L2268.76 1179.96 L2268.76 1176.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2312.55 1188.92 L2328.87 1188.92 L2328.87 1192.85 L2306.93 1192.85 L2306.93 1188.92 Q2309.59 1186.16 2314.17 1181.53 Q2318.78 1176.88 2319.96 1175.54 Q2322.2 1173.02 2323.08 1171.28 Q2323.99 1169.52 2323.99 1167.83 Q2323.99 1165.08 2322.04 1163.34 Q2320.12 1161.6 2317.02 1161.6 Q2314.82 1161.6 2312.37 1162.37 Q2309.94 1163.13 2307.16 1164.68 L2307.16 1159.96 Q2309.98 1158.83 2312.44 1158.25 Q2314.89 1157.67 2316.93 1157.67 Q2322.3 1157.67 2325.49 1160.35 Q2328.69 1163.04 2328.69 1167.53 Q2328.69 1169.66 2327.88 1171.58 Q2327.09 1173.48 2324.98 1176.07 Q2324.4 1176.74 2321.3 1179.96 Q2318.2 1183.15 2312.55 1188.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2338.69 1186.97 L2343.57 1186.97 L2343.57 1192.85 L2338.69 1192.85 L2338.69 1186.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2353.8 1158.29 L2372.16 1158.29 L2372.16 1162.23 L2358.08 1162.23 L2358.08 1170.7 Q2359.1 1170.35 2360.12 1170.19 Q2361.14 1170.01 2362.16 1170.01 Q2367.95 1170.01 2371.32 1173.18 Q2374.7 1176.35 2374.7 1181.77 Q2374.7 1187.34 2371.23 1190.45 Q2367.76 1193.52 2361.44 1193.52 Q2359.26 1193.52 2357 1193.15 Q2354.75 1192.78 2352.34 1192.04 L2352.34 1187.34 Q2354.43 1188.48 2356.65 1189.03 Q2358.87 1189.59 2361.35 1189.59 Q2365.35 1189.59 2367.69 1187.48 Q2370.03 1185.38 2370.03 1181.77 Q2370.03 1178.15 2367.69 1176.05 Q2365.35 1173.94 2361.35 1173.94 Q2359.47 1173.94 2357.6 1174.36 Q2355.75 1174.77 2353.8 1175.65 L2353.8 1158.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1179.2 2256.76,1179.2 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2280.7 999.664 Q2277.09 999.664 2275.26 1003.23 Q2273.45 1006.77 2273.45 1013.9 Q2273.45 1021.01 2275.26 1024.57 Q2277.09 1028.11 2280.7 1028.11 Q2284.33 1028.11 2286.14 1024.57 Q2287.97 1021.01 2287.97 1013.9 Q2287.97 1006.77 2286.14 1003.23 Q2284.33 999.664 2280.7 999.664 M2280.7 995.96 Q2286.51 995.96 2289.57 1000.57 Q2292.64 1005.15 2292.64 1013.9 Q2292.64 1022.63 2289.57 1027.23 Q2286.51 1031.82 2280.7 1031.82 Q2274.89 1031.82 2271.81 1027.23 Q2268.76 1022.63 2268.76 1013.9 Q2268.76 1005.15 2271.81 1000.57 Q2274.89 995.96 2280.7 995.96 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1017.49 2256.76,1017.49 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2274.38 865.502 L2290.7 865.502 L2290.7 869.437 L2268.76 869.437 L2268.76 865.502 Q2271.42 862.747 2276 858.117 Q2280.61 853.465 2281.79 852.122 Q2284.03 849.599 2284.91 847.863 Q2285.82 846.104 2285.82 844.414 Q2285.82 841.659 2283.87 839.923 Q2281.95 838.187 2278.85 838.187 Q2276.65 838.187 2274.2 838.951 Q2271.77 839.715 2268.99 841.266 L2268.99 836.543 Q2271.81 835.409 2274.27 834.83 Q2276.72 834.252 2278.76 834.252 Q2284.13 834.252 2287.32 836.937 Q2290.52 839.622 2290.52 844.113 Q2290.52 846.242 2289.7 848.164 Q2288.92 850.062 2286.81 852.654 Q2286.23 853.326 2283.13 856.543 Q2280.03 859.738 2274.38 865.502 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2300.51 863.557 L2305.4 863.557 L2305.4 869.437 L2300.51 869.437 L2300.51 863.557 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2315.63 834.877 L2333.99 834.877 L2333.99 838.812 L2319.91 838.812 L2319.91 847.284 Q2320.93 846.937 2321.95 846.775 Q2322.97 846.59 2323.99 846.59 Q2329.77 846.59 2333.15 849.761 Q2336.53 852.932 2336.53 858.349 Q2336.53 863.928 2333.06 867.029 Q2329.59 870.108 2323.27 870.108 Q2321.09 870.108 2318.83 869.738 Q2316.58 869.367 2314.17 868.627 L2314.17 863.928 Q2316.26 865.062 2318.48 865.617 Q2320.7 866.173 2323.18 866.173 Q2327.18 866.173 2329.52 864.066 Q2331.86 861.96 2331.86 858.349 Q2331.86 854.738 2329.52 852.631 Q2327.18 850.525 2323.18 850.525 Q2321.3 850.525 2319.43 850.941 Q2317.58 851.358 2315.63 852.238 L2315.63 834.877 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,855.786 2256.76,855.786 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2270.21 673.168 L2288.57 673.168 L2288.57 677.104 L2274.5 677.104 L2274.5 685.576 Q2275.52 685.229 2276.53 685.067 Q2277.55 684.881 2278.57 684.881 Q2284.36 684.881 2287.74 688.053 Q2291.12 691.224 2291.12 696.641 Q2291.12 702.219 2287.64 705.321 Q2284.17 708.4 2277.85 708.4 Q2275.68 708.4 2273.41 708.029 Q2271.16 707.659 2268.76 706.918 L2268.76 702.219 Q2270.84 703.353 2273.06 703.909 Q2275.28 704.465 2277.76 704.465 Q2281.77 704.465 2284.1 702.358 Q2286.44 700.252 2286.44 696.641 Q2286.44 693.029 2284.1 690.923 Q2281.77 688.817 2277.76 688.817 Q2275.89 688.817 2274.01 689.233 Q2272.16 689.65 2270.21 690.529 L2270.21 673.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2300.33 701.849 L2305.21 701.849 L2305.21 707.728 L2300.33 707.728 L2300.33 701.849 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2325.4 676.247 Q2321.79 676.247 2319.96 679.812 Q2318.15 683.354 2318.15 690.483 Q2318.15 697.59 2319.96 701.154 Q2321.79 704.696 2325.4 704.696 Q2329.03 704.696 2330.84 701.154 Q2332.67 697.59 2332.67 690.483 Q2332.67 683.354 2330.84 679.812 Q2329.03 676.247 2325.4 676.247 M2325.4 672.543 Q2331.21 672.543 2334.26 677.15 Q2337.34 681.733 2337.34 690.483 Q2337.34 699.21 2334.26 703.816 Q2331.21 708.4 2325.4 708.4 Q2319.59 708.4 2316.51 703.816 Q2313.45 699.21 2313.45 690.483 Q2313.45 681.733 2316.51 677.15 Q2319.59 672.543 2325.4 672.543 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,694.077 2256.76,694.077 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2268.76 511.46 L2290.98 511.46 L2290.98 513.451 L2278.43 546.02 L2273.55 546.02 L2285.35 515.395 L2268.76 515.395 L2268.76 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2300.1 540.141 L2304.98 540.141 L2304.98 546.02 L2300.1 546.02 L2300.1 540.141 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2315.21 511.46 L2333.57 511.46 L2333.57 515.395 L2319.5 515.395 L2319.5 523.868 Q2320.51 523.52 2321.53 523.358 Q2322.55 523.173 2323.57 523.173 Q2329.36 523.173 2332.74 526.344 Q2336.12 529.516 2336.12 534.932 Q2336.12 540.511 2332.64 543.613 Q2329.17 546.691 2322.85 546.691 Q2320.68 546.691 2318.41 546.321 Q2316.16 545.951 2313.76 545.21 L2313.76 540.511 Q2315.84 541.645 2318.06 542.201 Q2320.28 542.756 2322.76 542.756 Q2326.76 542.756 2329.1 540.65 Q2331.44 538.543 2331.44 534.932 Q2331.44 531.321 2329.1 529.215 Q2326.76 527.108 2322.76 527.108 Q2320.89 527.108 2319.01 527.525 Q2317.16 527.942 2315.21 528.821 L2315.21 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,532.369 2256.76,532.369 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2269.43 380.377 L2277.07 380.377 L2277.07 354.011 L2268.76 355.678 L2268.76 351.419 L2277.02 349.752 L2281.7 349.752 L2281.7 380.377 L2289.33 380.377 L2289.33 384.312 L2269.43 384.312 L2269.43 380.377 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2308.78 352.831 Q2305.17 352.831 2303.34 356.395 Q2301.53 359.937 2301.53 367.067 Q2301.53 374.173 2303.34 377.738 Q2305.17 381.279 2308.78 381.279 Q2312.41 381.279 2314.22 377.738 Q2316.05 374.173 2316.05 367.067 Q2316.05 359.937 2314.22 356.395 Q2312.41 352.831 2308.78 352.831 M2308.78 349.127 Q2314.59 349.127 2317.64 353.733 Q2320.72 358.317 2320.72 367.067 Q2320.72 375.793 2317.64 380.4 Q2314.59 384.983 2308.78 384.983 Q2302.97 384.983 2299.89 380.4 Q2296.83 375.793 2296.83 367.067 Q2296.83 358.317 2299.89 353.733 Q2302.97 349.127 2308.78 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2328.94 378.432 L2333.83 378.432 L2333.83 384.312 L2328.94 384.312 L2328.94 378.432 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2354.01 352.831 Q2350.4 352.831 2348.57 356.395 Q2346.76 359.937 2346.76 367.067 Q2346.76 374.173 2348.57 377.738 Q2350.4 381.279 2354.01 381.279 Q2357.64 381.279 2359.45 377.738 Q2361.28 374.173 2361.28 367.067 Q2361.28 359.937 2359.45 356.395 Q2357.64 352.831 2354.01 352.831 M2354.01 349.127 Q2359.82 349.127 2362.88 353.733 Q2365.95 358.317 2365.95 367.067 Q2365.95 375.793 2362.88 380.4 Q2359.82 384.983 2354.01 384.983 Q2348.2 384.983 2345.12 380.4 Q2342.07 375.793 2342.07 367.067 Q2342.07 358.317 2345.12 353.733 Q2348.2 349.127 2354.01 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,370.661 2256.76,370.661 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2269.43 218.668 L2277.07 218.668 L2277.07 192.303 L2268.76 193.969 L2268.76 189.71 L2277.02 188.044 L2281.7 188.044 L2281.7 218.668 L2289.33 218.668 L2289.33 222.604 L2269.43 222.604 L2269.43 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2302.81 218.668 L2319.13 218.668 L2319.13 222.604 L2297.18 222.604 L2297.18 218.668 Q2299.84 215.914 2304.43 211.284 Q2309.03 206.631 2310.21 205.289 Q2312.46 202.766 2313.34 201.03 Q2314.24 199.27 2314.24 197.581 Q2314.24 194.826 2312.3 193.09 Q2310.38 191.354 2307.27 191.354 Q2305.08 191.354 2302.62 192.118 Q2300.19 192.882 2297.41 194.432 L2297.41 189.71 Q2300.24 188.576 2302.69 187.997 Q2305.14 187.419 2307.18 187.419 Q2312.55 187.419 2315.75 190.104 Q2318.94 192.789 2318.94 197.28 Q2318.94 199.409 2318.13 201.331 Q2317.34 203.229 2315.24 205.821 Q2314.66 206.493 2311.56 209.71 Q2308.45 212.905 2302.81 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2328.94 216.724 L2333.83 216.724 L2333.83 222.604 L2328.94 222.604 L2328.94 216.724 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2344.06 188.044 L2362.41 188.044 L2362.41 191.979 L2348.34 191.979 L2348.34 200.451 Q2349.36 200.104 2350.38 199.942 Q2351.39 199.756 2352.41 199.756 Q2358.2 199.756 2361.58 202.928 Q2364.96 206.099 2364.96 211.516 Q2364.96 217.094 2361.49 220.196 Q2358.01 223.275 2351.7 223.275 Q2349.52 223.275 2347.25 222.905 Q2345.01 222.534 2342.6 221.793 L2342.6 217.094 Q2344.68 218.229 2346.9 218.784 Q2349.13 219.34 2351.6 219.34 Q2355.61 219.34 2357.95 217.233 Q2360.28 215.127 2360.28 211.516 Q2360.28 207.905 2357.95 205.798 Q2355.61 203.692 2351.6 203.692 Q2349.73 203.692 2347.85 204.108 Q2346 204.525 2344.06 205.405 L2344.06 188.044 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,208.952 2256.76,208.952 \"/>\n",
       "<path clip-path=\"url(#clip300)\" d=\"M2269.43 56.9601 L2277.07 56.9601 L2277.07 30.5945 L2268.76 32.2612 L2268.76 28.002 L2277.02 26.3353 L2281.7 26.3353 L2281.7 56.9601 L2289.33 56.9601 L2289.33 60.8953 L2269.43 60.8953 L2269.43 56.9601 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2298.83 26.3353 L2317.18 26.3353 L2317.18 30.2705 L2303.11 30.2705 L2303.11 38.7426 Q2304.13 38.3954 2305.14 38.2334 Q2306.16 38.0482 2307.18 38.0482 Q2312.97 38.0482 2316.35 41.2195 Q2319.73 44.3908 2319.73 49.8074 Q2319.73 55.3861 2316.26 58.4879 Q2312.78 61.5666 2306.46 61.5666 Q2304.29 61.5666 2302.02 61.1962 Q2299.77 60.8259 2297.37 60.0851 L2297.37 55.3861 Q2299.45 56.5203 2301.67 57.0759 Q2303.89 57.6314 2306.37 57.6314 Q2310.38 57.6314 2312.71 55.525 Q2315.05 53.4185 2315.05 49.8074 Q2315.05 46.1963 2312.71 44.0898 Q2310.38 41.9834 2306.37 41.9834 Q2304.5 41.9834 2302.62 42.4 Q2300.77 42.8167 2298.83 43.6963 L2298.83 26.3353 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2328.94 55.0157 L2333.83 55.0157 L2333.83 60.8953 L2328.94 60.8953 L2328.94 55.0157 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip300)\" d=\"M2354.01 29.414 Q2350.4 29.414 2348.57 32.9788 Q2346.76 36.5204 2346.76 43.65 Q2346.76 50.7565 2348.57 54.3213 Q2350.4 57.8629 2354.01 57.8629 Q2357.64 57.8629 2359.45 54.3213 Q2361.28 50.7565 2361.28 43.65 Q2361.28 36.5204 2359.45 32.9788 Q2357.64 29.414 2354.01 29.414 M2354.01 25.7103 Q2359.82 25.7103 2362.88 30.3168 Q2365.95 34.9001 2365.95 43.65 Q2365.95 52.3768 2362.88 56.9833 Q2359.82 61.5666 2354.01 61.5666 Q2348.2 61.5666 2345.12 56.9833 Q2342.07 52.3768 2342.07 43.65 Q2342.07 34.9001 2345.12 30.3168 Q2348.2 25.7103 2354.01 25.7103 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,47.2441 2256.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip300)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?xml version=\"1.0\" encoding=\"utf-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"600\" height=\"400\" viewBox=\"0 0 2400 1600\">\n",
       "<defs>\n",
       "  <clipPath id=\"clip350\">\n",
       "    <rect x=\"0\" y=\"0\" width=\"2400\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M0 1600 L2400 1600 L2400 8.88178e-14 L0 8.88178e-14  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip351\">\n",
       "    <rect x=\"480\" y=\"0\" width=\"1681\" height=\"1600\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M112.177 1486.45 L2112.76 1486.45 L2112.76 47.2441 L112.177 47.2441  Z\" fill=\"#ffffff\" fill-rule=\"evenodd\" fill-opacity=\"1\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip352\">\n",
       "    <rect x=\"112\" y=\"47\" width=\"2002\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"168.797,1486.45 168.797,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"546.265,1486.45 546.265,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"923.733,1486.45 923.733,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1301.2,1486.45 1301.2,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"1678.67,1486.45 1678.67,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"2056.14,1486.45 2056.14,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1445.72 2112.76,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,1174.17 2112.76,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,902.62 2112.76,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,631.072 2112.76,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,359.524 2112.76,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:2; stroke-opacity:0.1; fill:none\" points=\"112.177,87.9763 2112.76,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 2112.76,1486.45 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1486.45 168.797,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"546.265,1486.45 546.265,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"923.733,1486.45 923.733,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1301.2,1486.45 1301.2,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1678.67,1486.45 1678.67,1467.55 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1486.45 2056.14,1467.55 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M168.797 1517.37 Q165.186 1517.37 163.358 1520.93 Q161.552 1524.47 161.552 1531.6 Q161.552 1538.71 163.358 1542.27 Q165.186 1545.82 168.797 1545.82 Q172.432 1545.82 174.237 1542.27 Q176.066 1538.71 176.066 1531.6 Q176.066 1524.47 174.237 1520.93 Q172.432 1517.37 168.797 1517.37 M168.797 1513.66 Q174.607 1513.66 177.663 1518.27 Q180.742 1522.85 180.742 1531.6 Q180.742 1540.33 177.663 1544.94 Q174.607 1549.52 168.797 1549.52 Q162.987 1549.52 159.908 1544.94 Q156.853 1540.33 156.853 1531.6 Q156.853 1522.85 159.908 1518.27 Q162.987 1513.66 168.797 1513.66 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M536.647 1544.91 L544.286 1544.91 L544.286 1518.55 L535.976 1520.21 L535.976 1515.95 L544.24 1514.29 L548.915 1514.29 L548.915 1544.91 L556.554 1544.91 L556.554 1548.85 L536.647 1548.85 L536.647 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M918.386 1544.91 L934.705 1544.91 L934.705 1548.85 L912.761 1548.85 L912.761 1544.91 Q915.423 1542.16 920.006 1537.53 Q924.612 1532.88 925.793 1531.53 Q928.038 1529.01 928.918 1527.27 Q929.821 1525.51 929.821 1523.82 Q929.821 1521.07 927.876 1519.33 Q925.955 1517.6 922.853 1517.6 Q920.654 1517.6 918.2 1518.36 Q915.77 1519.13 912.992 1520.68 L912.992 1515.95 Q915.816 1514.82 918.27 1514.24 Q920.723 1513.66 922.76 1513.66 Q928.131 1513.66 931.325 1516.35 Q934.52 1519.03 934.52 1523.52 Q934.52 1525.65 933.709 1527.57 Q932.922 1529.47 930.816 1532.07 Q930.237 1532.74 927.135 1535.95 Q924.034 1539.15 918.386 1544.91 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M1305.45 1530.21 Q1308.8 1530.93 1310.68 1533.2 Q1312.58 1535.47 1312.58 1538.8 Q1312.58 1543.92 1309.06 1546.72 Q1305.54 1549.52 1299.06 1549.52 Q1296.88 1549.52 1294.57 1549.08 Q1292.28 1548.66 1289.82 1547.81 L1289.82 1543.29 Q1291.77 1544.43 1294.08 1545.01 Q1296.4 1545.58 1298.92 1545.58 Q1303.32 1545.58 1305.61 1543.85 Q1307.92 1542.11 1307.92 1538.8 Q1307.92 1535.75 1305.77 1534.03 Q1303.64 1532.3 1299.82 1532.3 L1295.8 1532.3 L1295.8 1528.45 L1300.01 1528.45 Q1303.46 1528.45 1305.29 1527.09 Q1307.11 1525.7 1307.11 1523.11 Q1307.11 1520.45 1305.22 1519.03 Q1303.34 1517.6 1299.82 1517.6 Q1297.9 1517.6 1295.7 1518.01 Q1293.5 1518.43 1290.86 1519.31 L1290.86 1515.14 Q1293.53 1514.4 1295.84 1514.03 Q1298.18 1513.66 1300.24 1513.66 Q1305.56 1513.66 1308.67 1516.09 Q1311.77 1518.5 1311.77 1522.62 Q1311.77 1525.49 1310.12 1527.48 Q1308.48 1529.45 1305.45 1530.21 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M1681.68 1518.36 L1669.87 1536.81 L1681.68 1536.81 L1681.68 1518.36 M1680.45 1514.29 L1686.33 1514.29 L1686.33 1536.81 L1691.26 1536.81 L1691.26 1540.7 L1686.33 1540.7 L1686.33 1548.85 L1681.68 1548.85 L1681.68 1540.7 L1666.08 1540.7 L1666.08 1536.19 L1680.45 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2046.41 1514.29 L2064.77 1514.29 L2064.77 1518.22 L2050.7 1518.22 L2050.7 1526.7 Q2051.71 1526.35 2052.73 1526.19 Q2053.75 1526 2054.77 1526 Q2060.56 1526 2063.94 1529.17 Q2067.32 1532.34 2067.32 1537.76 Q2067.32 1543.34 2063.84 1546.44 Q2060.37 1549.52 2054.05 1549.52 Q2051.88 1549.52 2049.61 1549.15 Q2047.36 1548.78 2044.96 1548.04 L2044.96 1543.34 Q2047.04 1544.47 2049.26 1545.03 Q2051.48 1545.58 2053.96 1545.58 Q2057.96 1545.58 2060.3 1543.48 Q2062.64 1541.37 2062.64 1537.76 Q2062.64 1534.15 2060.3 1532.04 Q2057.96 1529.94 2053.96 1529.94 Q2052.08 1529.94 2050.21 1530.35 Q2048.36 1530.77 2046.41 1531.65 L2046.41 1514.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1486.45 112.177,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1445.72 129.051,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,1174.17 129.051,1174.17 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,902.62 129.051,902.62 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,631.072 129.051,631.072 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,359.524 129.051,359.524 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"112.177,87.9763 129.051,87.9763 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M64.2328 1431.51 Q60.6217 1431.51 58.793 1435.08 Q56.9875 1438.62 56.9875 1445.75 Q56.9875 1452.86 58.793 1456.42 Q60.6217 1459.96 64.2328 1459.96 Q67.867 1459.96 69.6726 1456.42 Q71.5013 1452.86 71.5013 1445.75 Q71.5013 1438.62 69.6726 1435.08 Q67.867 1431.51 64.2328 1431.51 M64.2328 1427.81 Q70.0429 1427.81 73.0985 1432.42 Q76.1772 1437 76.1772 1445.75 Q76.1772 1454.48 73.0985 1459.08 Q70.0429 1463.67 64.2328 1463.67 Q58.4226 1463.67 55.344 1459.08 Q52.2884 1454.48 52.2884 1445.75 Q52.2884 1437 55.344 1432.42 Q58.4226 1427.81 64.2328 1427.81 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M56.2699 1187.51 L63.9087 1187.51 L63.9087 1161.15 L55.5986 1162.81 L55.5986 1158.55 L63.8624 1156.89 L68.5383 1156.89 L68.5383 1187.51 L76.1772 1187.51 L76.1772 1191.45 L56.2699 1191.45 L56.2699 1187.51 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M59.8578 915.965 L76.1772 915.965 L76.1772 919.9 L54.2328 919.9 L54.2328 915.965 Q56.8949 913.21 61.4782 908.581 Q66.0846 903.928 67.2652 902.585 Q69.5105 900.062 70.3902 898.326 Q71.2929 896.567 71.2929 894.877 Q71.2929 892.122 69.3485 890.386 Q67.4272 888.65 64.3254 888.65 Q62.1263 888.65 59.6726 889.414 Q57.2421 890.178 54.4643 891.729 L54.4643 887.007 Q57.2884 885.872 59.7421 885.294 Q62.1958 884.715 64.2328 884.715 Q69.6031 884.715 72.7976 887.4 Q75.992 890.085 75.992 894.576 Q75.992 896.706 75.1818 898.627 Q74.3948 900.525 72.2883 903.118 Q71.7096 903.789 68.6078 907.006 Q65.5059 910.201 59.8578 915.965 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M69.0476 629.718 Q72.404 630.435 74.279 632.704 Q76.1772 634.972 76.1772 638.306 Q76.1772 643.422 72.6587 646.222 Q69.1402 649.023 62.6587 649.023 Q60.4828 649.023 58.168 648.584 Q55.8764 648.167 53.4227 647.31 L53.4227 642.797 Q55.3671 643.931 57.6819 644.509 Q59.9967 645.088 62.5198 645.088 Q66.918 645.088 69.2096 643.352 Q71.5244 641.616 71.5244 638.306 Q71.5244 635.25 69.3717 633.537 Q67.242 631.801 63.4226 631.801 L59.3949 631.801 L59.3949 627.959 L63.6078 627.959 Q67.0569 627.959 68.8855 626.593 Q70.7142 625.204 70.7142 622.611 Q70.7142 619.949 68.8161 618.537 Q66.9411 617.102 63.4226 617.102 Q61.5013 617.102 59.3023 617.519 Q57.1032 617.936 54.4643 618.815 L54.4643 614.649 Q57.1264 613.908 59.4412 613.537 Q61.7791 613.167 63.8393 613.167 Q69.1633 613.167 72.2652 615.598 Q75.367 618.005 75.367 622.125 Q75.367 624.996 73.7235 626.986 Q72.08 628.954 69.0476 629.718 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M66.5939 346.318 L54.7884 364.767 L66.5939 364.767 L66.5939 346.318 M65.367 342.244 L71.2466 342.244 L71.2466 364.767 L76.1772 364.767 L76.1772 368.656 L71.2466 368.656 L71.2466 376.804 L66.5939 376.804 L66.5939 368.656 L50.9921 368.656 L50.9921 364.142 L65.367 342.244 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M55.2745 70.6963 L73.6309 70.6963 L73.6309 74.6314 L59.5569 74.6314 L59.5569 83.1036 Q60.5754 82.7564 61.5939 82.5944 Q62.6124 82.4092 63.6309 82.4092 Q69.418 82.4092 72.7976 85.5805 Q76.1772 88.7517 76.1772 94.1684 Q76.1772 99.747 72.705 102.849 Q69.2328 105.928 62.9134 105.928 Q60.7374 105.928 58.4689 105.557 Q56.2236 105.187 53.8162 104.446 L53.8162 99.747 Q55.8995 100.881 58.1217 101.437 Q60.3439 101.992 62.8208 101.992 Q66.8254 101.992 69.1633 99.8859 Q71.5013 97.7795 71.5013 94.1684 Q71.5013 90.5573 69.1633 88.4508 Q66.8254 86.3443 62.8208 86.3443 Q60.9458 86.3443 59.0708 86.761 Q57.2189 87.1777 55.2745 88.0573 L55.2745 70.6963 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip352)\" d=\"M168.797 1445.72 L923.733 1445.72 L1678.67 1174.17 L923.733 902.62 L168.797 1174.17 L168.797 1445.72 L168.797 1445.72  Z\" fill=\"#808080\" fill-rule=\"evenodd\" fill-opacity=\"0.5\"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:0.5; fill:none\" points=\"168.797,1445.72 923.733,1445.72 1678.67,1174.17 923.733,902.62 168.797,1174.17 168.797,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"232.832,1445.72 168.797,1428.74 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#550f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1345.88 263.164,1373.84 282.038,1377.83 357.531,1392.12 451.898,1402.84 546.265,1406.41 640.632,1402.84 734.999,1392.12 810.492,1377.83 829.366,1373.84 923.733,1345.88 1018.1,1309.94 1112.47,1260.16 1141.5,1242.05 1206.83,1195.06 1232,1174.17 1301.2,1106.28 1351.16,1038.39 1390.02,970.507 1395.57,956.93 1415.43,902.62 1430.33,834.733 1435.3,766.846 1430.33,698.959 1415.43,631.072 1395.57,576.762 1390.02,563.185 1351.16,495.298 1301.2,427.411 1232,359.524 1206.83,338.636 1141.5,291.637 1112.47,273.534 1018.1,223.75 923.733,187.81 829.366,159.857 810.492,155.863 734.999,141.571 640.632,130.852 546.265,127.279 451.898,130.852 357.531,141.571 282.038,155.863 263.164,159.857 168.797,187.81 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,104.948 232.832,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#3b0964; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,283.717 263.164,252.036 357.531,229.407 396.851,223.75 451.898,216.762 546.265,212.769 640.632,216.762 695.679,223.75 734.999,229.407 829.366,252.036 923.733,283.717 942.082,291.637 1018.1,329.497 1067.43,359.524 1112.47,391.925 1154.21,427.411 1206.83,482.098 1217.84,495.298 1261.88,563.185 1293.34,631.072 1301.2,659.358 1310.91,698.959 1316.47,766.846 1310.91,834.733 1301.2,874.334 1293.34,902.62 1261.88,970.507 1217.84,1038.39 1206.83,1051.59 1154.21,1106.28 1112.47,1141.77 1067.43,1174.17 1018.1,1204.19 942.082,1242.05 923.733,1249.97 829.366,1281.66 734.999,1304.28 695.679,1309.94 640.632,1316.93 546.265,1320.92 451.898,1316.93 396.851,1309.94 357.531,1304.28 263.164,1281.66 168.797,1249.97 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#1f0c47; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,1127.88 263.164,1171.08 272.601,1174.17 357.531,1197.67 451.898,1213.33 546.265,1218.56 640.632,1213.33 734.999,1197.67 819.929,1174.17 829.366,1171.08 923.733,1127.88 960.431,1106.28 1018.1,1064.79 1048.13,1038.39 1108.18,970.507 1112.47,963.718 1145.13,902.62 1166.91,834.733 1174.17,766.846 1166.91,698.959 1145.13,631.072 1112.47,569.974 1108.18,563.185 1048.13,495.298 1018.1,468.898 960.431,427.411 923.733,405.811 829.366,362.61 819.929,359.524 734.999,336.025 640.632,320.359 546.265,315.137 451.898,320.359 357.531,336.025 272.601,359.524 263.164,362.61 168.797,405.811 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#090621; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"168.797,600.523 205.87,563.185 263.164,521.968 315.066,495.298 357.531,478.326 451.898,455.697 546.265,448.154 640.632,455.697 734.999,478.326 777.464,495.298 829.366,521.968 886.66,563.185 923.733,600.523 947.324,631.072 978.78,698.959 989.265,766.846 978.78,834.733 947.324,902.62 923.733,933.169 886.66,970.507 829.366,1011.72 777.464,1038.39 734.999,1055.37 640.632,1077.99 546.265,1085.54 451.898,1077.99 357.531,1055.37 315.066,1038.39 263.164,1011.72 205.87,970.507 168.797,933.169 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#6e186e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"859.698,1445.72 923.733,1428.74 1018.1,1396.59 1063.14,1377.83 1112.47,1354.87 1194.13,1309.94 1206.83,1302.02 1290.19,1242.05 1301.2,1232.92 1363.65,1174.17 1395.57,1138.68 1421.64,1106.28 1466.34,1038.39 1489.93,992.328 1500.04,970.507 1522.51,902.62 1535.99,834.733 1540.49,766.846 1535.99,698.959 1522.51,631.072 1500.04,563.185 1489.93,541.364 1466.34,495.298 1421.64,427.411 1395.57,395.011 1363.65,359.524 1301.2,300.776 1290.19,291.637 1206.83,231.67 1194.13,223.75 1112.47,178.825 1063.14,155.863 1018.1,137.105 923.733,104.948 859.698,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#88216a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1091.02,87.9763 1112.47,96.9088 1206.83,143.358 1228.85,155.863 1301.2,201.787 1331.73,223.75 1395.57,275.797 1412.95,291.637 1477.52,359.524 1489.93,374.953 1528.13,427.411 1568.57,495.298 1584.3,529.242 1598.66,563.185 1619.18,631.072 1631.48,698.959 1635.59,766.846 1631.48,834.733 1619.18,902.62 1598.66,970.507 1584.3,1004.45 1568.57,1038.39 1528.13,1106.28 1489.93,1158.74 1477.52,1174.17 1412.95,1242.05 1395.57,1257.9 1331.73,1309.94 1301.2,1331.91 1228.85,1377.83 1206.83,1390.33 1112.47,1436.78 1091.02,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#a12b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1249.3,1445.72 1301.2,1416.24 1360.87,1377.83 1395.57,1352.87 1448.96,1309.94 1489.93,1272.6 1520.27,1242.05 1578.68,1174.17 1584.3,1166.45 1624.3,1106.28 1661.23,1038.39 1678.67,997.177 1689.05,970.507 1707.92,902.62 1719.25,834.733 1723.02,766.846 1719.25,698.959 1707.92,631.072 1689.05,563.185 1678.67,536.515 1661.23,495.298 1624.3,427.411 1584.3,367.239 1578.68,359.524 1520.27,291.637 1489.93,261.088 1448.96,223.75 1395.57,180.822 1360.87,155.863 1301.2,117.454 1249.3,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#ba3655; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1378.91,87.9763 1395.57,98.6953 1475.03,155.863 1489.93,167.843 1552.85,223.75 1584.3,255.431 1617.12,291.637 1670.46,359.524 1678.67,371.867 1712.64,427.411 1746.61,495.298 1773.03,563.185 1790.51,631.072 1801,698.959 1804.49,766.846 1801,834.733 1790.51,902.62 1773.03,970.507 1746.61,1038.39 1712.64,1106.28 1678.67,1161.82 1670.46,1174.17 1617.12,1242.05 1584.3,1278.26 1552.85,1309.94 1489.93,1365.85 1475.03,1377.83 1395.57,1435 1378.91,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1491.06,1445.72 1576.44,1377.83 1584.3,1370.84 1646.87,1309.94 1678.67,1274.87 1706.03,1242.05 1755.11,1174.17 1773.03,1144.85 1794.88,1106.28 1826.33,1038.39 1850.8,970.507 1867.4,906.014 1868.22,902.62 1877.98,834.733 1881.23,766.846 1877.98,698.959 1868.22,631.072 1867.4,627.678 1850.8,563.185 1826.33,495.298 1794.88,427.411 1773.03,388.839 1755.11,359.524 1706.03,291.637 1678.67,258.825 1646.87,223.75 1584.3,162.852 1576.44,155.863 1491.06,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1590.46,87.9763 1668.41,155.863 1678.67,165.847 1733.4,223.75 1773.03,271.271 1788.76,291.637 1834.2,359.524 1867.4,418.154 1872.28,427.411 1901.57,495.298 1924.35,563.185 1940.62,631.072 1950.38,698.959 1953.63,766.846 1950.38,834.733 1940.62,902.62 1924.35,970.507 1901.57,1038.39 1872.28,1106.28 1867.4,1115.54 1834.2,1174.17 1788.76,1242.05 1773.03,1262.42 1733.4,1309.94 1678.67,1367.85 1668.41,1377.83 1590.46,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1681.5,1445.72 1753.22,1377.83 1773.03,1356.86 1814.1,1309.94 1866.53,1242.05 1867.4,1240.75 1908.89,1174.17 1944.69,1106.28 1961.77,1066.68 1973.18,1038.39 1994.49,970.507 2009.71,902.62 2018.85,834.733 2021.89,766.846 2018.85,698.959 2009.71,631.072 1994.49,563.185 1973.18,495.298 1961.77,467.012 1944.69,427.411 1908.89,359.524 1867.4,292.943 1866.53,291.637 1814.1,223.75 1773.03,176.828 1753.22,155.863 1681.5,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1765.49,87.9763 1773.03,95.1223 1832.45,155.863 1867.4,195.797 1890.18,223.75 1938.99,291.637 1961.77,328.192 1980.03,359.524 2013.52,427.411 2040.92,495.298 2056.14,543.789 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,376.496 2047.76,359.524 2008.19,291.637 1962.53,223.75 1961.77,222.752 1907.26,155.863 1867.4,112.094 1843.81,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1917.84,87.9763 1961.77,136.212 1978.51,155.863 2030.26,223.75 2056.14,262.22 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,168.842 2046.24,155.863 1988.4,87.9763 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,989.903 2040.92,1038.39 2013.52,1106.28 1980.03,1174.17 1961.77,1205.5 1938.99,1242.05 1890.18,1309.94 1867.4,1337.9 1832.45,1377.83 1773.03,1438.57 1765.49,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1843.81,1445.72 1867.4,1421.6 1907.26,1377.83 1961.77,1310.94 1962.53,1309.94 2008.19,1242.05 2047.76,1174.17 2056.14,1157.2 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2056.14,1271.47 2030.26,1309.94 1978.51,1377.83 1961.77,1397.48 1917.84,1445.72 \"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"1988.4,1445.72 2046.24,1377.83 2056.14,1364.85 \"/>\n",
       "<circle clip-path=\"url(#clip352)\" cx=\"923.733\" cy=\"1445.72\" r=\"14.4\" fill=\"#3da44d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"923.733,1445.72 923.733,1445.72 \"/>\n",
       "<circle clip-path=\"url(#clip352)\" cx=\"923.733\" cy=\"1445.72\" r=\"14.4\" fill=\"#ac8d18\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"923.733,1445.72 546.265,1445.72 \"/>\n",
       "<circle clip-path=\"url(#clip352)\" cx=\"546.265\" cy=\"1445.72\" r=\"14.4\" fill=\"#ed5d92\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"546.265,1445.72 546.265,1445.72 \"/>\n",
       "<circle clip-path=\"url(#clip352)\" cx=\"546.265\" cy=\"1445.72\" r=\"14.4\" fill=\"#00a98d\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"546.265,1445.72 546.265,1038.39 \"/>\n",
       "<circle clip-path=\"url(#clip352)\" cx=\"546.265\" cy=\"1038.39\" r=\"14.4\" fill=\"#00a8cb\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"546.265,1038.39 697.252,984.084 \"/>\n",
       "<circle clip-path=\"url(#clip352)\" cx=\"697.252\" cy=\"984.084\" r=\"14.4\" fill=\"#608cf6\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<polyline clip-path=\"url(#clip352)\" style=\"stroke:#e26f46; stroke-linecap:round; stroke-linejoin:round; stroke-width:16; stroke-opacity:1; fill:none\" points=\"697.252,984.084 697.252,984.084 \"/>\n",
       "<circle clip-path=\"url(#clip352)\" cx=\"697.252\" cy=\"984.084\" r=\"64.8\" fill=\"#dd64b5\" fill-rule=\"evenodd\" fill-opacity=\"1\" stroke=\"#000000\" stroke-opacity=\"1\" stroke-width=\"3.2\"/>\n",
       "<defs>\n",
       "  <clipPath id=\"clip353\">\n",
       "    <rect x=\"2160\" y=\"47\" width=\"73\" height=\"1440\"/>\n",
       "  </clipPath>\n",
       "</defs>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#0a0723; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1396.5 2232.76,1396.5 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#200c4a; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1306.55 2232.76,1306.55 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#3c0965; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1216.6 2232.76,1216.6 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#570f6d; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1126.65 2232.76,1126.65 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#70196e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,1036.7 2232.76,1036.7 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#892269; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,946.746 2232.76,946.746 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#a32b61; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,856.796 2232.76,856.796 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#bb3754; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,766.846 2232.76,766.846 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#d04544; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,676.896 2232.76,676.896 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#e35832; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,586.946 2232.76,586.946 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#f0701e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,496.995 2232.76,496.995 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#f98c09; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,407.045 2232.76,407.045 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#fbaa0e; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,317.095 2232.76,317.095 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#f8c931; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,227.145 2232.76,227.145 \"/>\n",
       "<polyline clip-path=\"url(#clip353)\" style=\"stroke:#f1e864; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2160.76,137.194 2232.76,137.194 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2268.76 1337.73 L2298.43 1337.73 L2298.43 1341.67 L2268.76 1341.67 L2268.76 1337.73 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2308.57 1320 L2326.93 1320 L2326.93 1323.94 L2312.85 1323.94 L2312.85 1332.41 Q2313.87 1332.06 2314.89 1331.9 Q2315.91 1331.71 2316.93 1331.71 Q2322.71 1331.71 2326.09 1334.89 Q2329.47 1338.06 2329.47 1343.47 Q2329.47 1349.05 2326 1352.15 Q2322.53 1355.23 2316.21 1355.23 Q2314.03 1355.23 2311.76 1354.86 Q2309.52 1354.49 2307.11 1353.75 L2307.11 1349.05 Q2309.2 1350.19 2311.42 1350.74 Q2313.64 1351.3 2316.12 1351.3 Q2320.12 1351.3 2322.46 1349.19 Q2324.8 1347.08 2324.8 1343.47 Q2324.8 1339.86 2322.46 1337.76 Q2320.12 1335.65 2316.12 1335.65 Q2314.24 1335.65 2312.37 1336.07 Q2310.51 1336.48 2308.57 1337.36 L2308.57 1320 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2338.69 1348.68 L2343.57 1348.68 L2343.57 1354.56 L2338.69 1354.56 L2338.69 1348.68 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2363.76 1323.08 Q2360.14 1323.08 2358.32 1326.65 Q2356.51 1330.19 2356.51 1337.32 Q2356.51 1344.42 2358.32 1347.99 Q2360.14 1351.53 2363.76 1351.53 Q2367.39 1351.53 2369.2 1347.99 Q2371.02 1344.42 2371.02 1337.32 Q2371.02 1330.19 2369.2 1326.65 Q2367.39 1323.08 2363.76 1323.08 M2363.76 1319.38 Q2369.57 1319.38 2372.62 1323.98 Q2375.7 1328.57 2375.7 1337.32 Q2375.7 1346.04 2372.62 1350.65 Q2369.57 1355.23 2363.76 1355.23 Q2357.95 1355.23 2354.87 1350.65 Q2351.81 1346.04 2351.81 1337.32 Q2351.81 1328.57 2354.87 1323.98 Q2357.95 1319.38 2363.76 1319.38 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1340.91 2256.76,1340.91 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2268.76 1176.02 L2298.43 1176.02 L2298.43 1179.96 L2268.76 1179.96 L2268.76 1176.02 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2312.55 1188.92 L2328.87 1188.92 L2328.87 1192.85 L2306.93 1192.85 L2306.93 1188.92 Q2309.59 1186.16 2314.17 1181.53 Q2318.78 1176.88 2319.96 1175.54 Q2322.2 1173.02 2323.08 1171.28 Q2323.99 1169.52 2323.99 1167.83 Q2323.99 1165.08 2322.04 1163.34 Q2320.12 1161.6 2317.02 1161.6 Q2314.82 1161.6 2312.37 1162.37 Q2309.94 1163.13 2307.16 1164.68 L2307.16 1159.96 Q2309.98 1158.83 2312.44 1158.25 Q2314.89 1157.67 2316.93 1157.67 Q2322.3 1157.67 2325.49 1160.35 Q2328.69 1163.04 2328.69 1167.53 Q2328.69 1169.66 2327.88 1171.58 Q2327.09 1173.48 2324.98 1176.07 Q2324.4 1176.74 2321.3 1179.96 Q2318.2 1183.15 2312.55 1188.92 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2338.69 1186.97 L2343.57 1186.97 L2343.57 1192.85 L2338.69 1192.85 L2338.69 1186.97 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2353.8 1158.29 L2372.16 1158.29 L2372.16 1162.23 L2358.08 1162.23 L2358.08 1170.7 Q2359.1 1170.35 2360.12 1170.19 Q2361.14 1170.01 2362.16 1170.01 Q2367.95 1170.01 2371.32 1173.18 Q2374.7 1176.35 2374.7 1181.77 Q2374.7 1187.34 2371.23 1190.45 Q2367.76 1193.52 2361.44 1193.52 Q2359.26 1193.52 2357 1193.15 Q2354.75 1192.78 2352.34 1192.04 L2352.34 1187.34 Q2354.43 1188.48 2356.65 1189.03 Q2358.87 1189.59 2361.35 1189.59 Q2365.35 1189.59 2367.69 1187.48 Q2370.03 1185.38 2370.03 1181.77 Q2370.03 1178.15 2367.69 1176.05 Q2365.35 1173.94 2361.35 1173.94 Q2359.47 1173.94 2357.6 1174.36 Q2355.75 1174.77 2353.8 1175.65 L2353.8 1158.29 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1179.2 2256.76,1179.2 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2280.7 999.664 Q2277.09 999.664 2275.26 1003.23 Q2273.45 1006.77 2273.45 1013.9 Q2273.45 1021.01 2275.26 1024.57 Q2277.09 1028.11 2280.7 1028.11 Q2284.33 1028.11 2286.14 1024.57 Q2287.97 1021.01 2287.97 1013.9 Q2287.97 1006.77 2286.14 1003.23 Q2284.33 999.664 2280.7 999.664 M2280.7 995.96 Q2286.51 995.96 2289.57 1000.57 Q2292.64 1005.15 2292.64 1013.9 Q2292.64 1022.63 2289.57 1027.23 Q2286.51 1031.82 2280.7 1031.82 Q2274.89 1031.82 2271.81 1027.23 Q2268.76 1022.63 2268.76 1013.9 Q2268.76 1005.15 2271.81 1000.57 Q2274.89 995.96 2280.7 995.96 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1017.49 2256.76,1017.49 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2274.38 865.502 L2290.7 865.502 L2290.7 869.437 L2268.76 869.437 L2268.76 865.502 Q2271.42 862.747 2276 858.117 Q2280.61 853.465 2281.79 852.122 Q2284.03 849.599 2284.91 847.863 Q2285.82 846.104 2285.82 844.414 Q2285.82 841.659 2283.87 839.923 Q2281.95 838.187 2278.85 838.187 Q2276.65 838.187 2274.2 838.951 Q2271.77 839.715 2268.99 841.266 L2268.99 836.543 Q2271.81 835.409 2274.27 834.83 Q2276.72 834.252 2278.76 834.252 Q2284.13 834.252 2287.32 836.937 Q2290.52 839.622 2290.52 844.113 Q2290.52 846.242 2289.7 848.164 Q2288.92 850.062 2286.81 852.654 Q2286.23 853.326 2283.13 856.543 Q2280.03 859.738 2274.38 865.502 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2300.51 863.557 L2305.4 863.557 L2305.4 869.437 L2300.51 869.437 L2300.51 863.557 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2315.63 834.877 L2333.99 834.877 L2333.99 838.812 L2319.91 838.812 L2319.91 847.284 Q2320.93 846.937 2321.95 846.775 Q2322.97 846.59 2323.99 846.59 Q2329.77 846.59 2333.15 849.761 Q2336.53 852.932 2336.53 858.349 Q2336.53 863.928 2333.06 867.029 Q2329.59 870.108 2323.27 870.108 Q2321.09 870.108 2318.83 869.738 Q2316.58 869.367 2314.17 868.627 L2314.17 863.928 Q2316.26 865.062 2318.48 865.617 Q2320.7 866.173 2323.18 866.173 Q2327.18 866.173 2329.52 864.066 Q2331.86 861.96 2331.86 858.349 Q2331.86 854.738 2329.52 852.631 Q2327.18 850.525 2323.18 850.525 Q2321.3 850.525 2319.43 850.941 Q2317.58 851.358 2315.63 852.238 L2315.63 834.877 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,855.786 2256.76,855.786 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2270.21 673.168 L2288.57 673.168 L2288.57 677.104 L2274.5 677.104 L2274.5 685.576 Q2275.52 685.229 2276.53 685.067 Q2277.55 684.881 2278.57 684.881 Q2284.36 684.881 2287.74 688.053 Q2291.12 691.224 2291.12 696.641 Q2291.12 702.219 2287.64 705.321 Q2284.17 708.4 2277.85 708.4 Q2275.68 708.4 2273.41 708.029 Q2271.16 707.659 2268.76 706.918 L2268.76 702.219 Q2270.84 703.353 2273.06 703.909 Q2275.28 704.465 2277.76 704.465 Q2281.77 704.465 2284.1 702.358 Q2286.44 700.252 2286.44 696.641 Q2286.44 693.029 2284.1 690.923 Q2281.77 688.817 2277.76 688.817 Q2275.89 688.817 2274.01 689.233 Q2272.16 689.65 2270.21 690.529 L2270.21 673.168 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2300.33 701.849 L2305.21 701.849 L2305.21 707.728 L2300.33 707.728 L2300.33 701.849 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2325.4 676.247 Q2321.79 676.247 2319.96 679.812 Q2318.15 683.354 2318.15 690.483 Q2318.15 697.59 2319.96 701.154 Q2321.79 704.696 2325.4 704.696 Q2329.03 704.696 2330.84 701.154 Q2332.67 697.59 2332.67 690.483 Q2332.67 683.354 2330.84 679.812 Q2329.03 676.247 2325.4 676.247 M2325.4 672.543 Q2331.21 672.543 2334.26 677.15 Q2337.34 681.733 2337.34 690.483 Q2337.34 699.21 2334.26 703.816 Q2331.21 708.4 2325.4 708.4 Q2319.59 708.4 2316.51 703.816 Q2313.45 699.21 2313.45 690.483 Q2313.45 681.733 2316.51 677.15 Q2319.59 672.543 2325.4 672.543 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,694.077 2256.76,694.077 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2268.76 511.46 L2290.98 511.46 L2290.98 513.451 L2278.43 546.02 L2273.55 546.02 L2285.35 515.395 L2268.76 515.395 L2268.76 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2300.1 540.141 L2304.98 540.141 L2304.98 546.02 L2300.1 546.02 L2300.1 540.141 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2315.21 511.46 L2333.57 511.46 L2333.57 515.395 L2319.5 515.395 L2319.5 523.868 Q2320.51 523.52 2321.53 523.358 Q2322.55 523.173 2323.57 523.173 Q2329.36 523.173 2332.74 526.344 Q2336.12 529.516 2336.12 534.932 Q2336.12 540.511 2332.64 543.613 Q2329.17 546.691 2322.85 546.691 Q2320.68 546.691 2318.41 546.321 Q2316.16 545.951 2313.76 545.21 L2313.76 540.511 Q2315.84 541.645 2318.06 542.201 Q2320.28 542.756 2322.76 542.756 Q2326.76 542.756 2329.1 540.65 Q2331.44 538.543 2331.44 534.932 Q2331.44 531.321 2329.1 529.215 Q2326.76 527.108 2322.76 527.108 Q2320.89 527.108 2319.01 527.525 Q2317.16 527.942 2315.21 528.821 L2315.21 511.46 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,532.369 2256.76,532.369 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2269.43 380.377 L2277.07 380.377 L2277.07 354.011 L2268.76 355.678 L2268.76 351.419 L2277.02 349.752 L2281.7 349.752 L2281.7 380.377 L2289.33 380.377 L2289.33 384.312 L2269.43 384.312 L2269.43 380.377 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2308.78 352.831 Q2305.17 352.831 2303.34 356.395 Q2301.53 359.937 2301.53 367.067 Q2301.53 374.173 2303.34 377.738 Q2305.17 381.279 2308.78 381.279 Q2312.41 381.279 2314.22 377.738 Q2316.05 374.173 2316.05 367.067 Q2316.05 359.937 2314.22 356.395 Q2312.41 352.831 2308.78 352.831 M2308.78 349.127 Q2314.59 349.127 2317.64 353.733 Q2320.72 358.317 2320.72 367.067 Q2320.72 375.793 2317.64 380.4 Q2314.59 384.983 2308.78 384.983 Q2302.97 384.983 2299.89 380.4 Q2296.83 375.793 2296.83 367.067 Q2296.83 358.317 2299.89 353.733 Q2302.97 349.127 2308.78 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2328.94 378.432 L2333.83 378.432 L2333.83 384.312 L2328.94 384.312 L2328.94 378.432 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2354.01 352.831 Q2350.4 352.831 2348.57 356.395 Q2346.76 359.937 2346.76 367.067 Q2346.76 374.173 2348.57 377.738 Q2350.4 381.279 2354.01 381.279 Q2357.64 381.279 2359.45 377.738 Q2361.28 374.173 2361.28 367.067 Q2361.28 359.937 2359.45 356.395 Q2357.64 352.831 2354.01 352.831 M2354.01 349.127 Q2359.82 349.127 2362.88 353.733 Q2365.95 358.317 2365.95 367.067 Q2365.95 375.793 2362.88 380.4 Q2359.82 384.983 2354.01 384.983 Q2348.2 384.983 2345.12 380.4 Q2342.07 375.793 2342.07 367.067 Q2342.07 358.317 2345.12 353.733 Q2348.2 349.127 2354.01 349.127 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,370.661 2256.76,370.661 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2269.43 218.668 L2277.07 218.668 L2277.07 192.303 L2268.76 193.969 L2268.76 189.71 L2277.02 188.044 L2281.7 188.044 L2281.7 218.668 L2289.33 218.668 L2289.33 222.604 L2269.43 222.604 L2269.43 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2302.81 218.668 L2319.13 218.668 L2319.13 222.604 L2297.18 222.604 L2297.18 218.668 Q2299.84 215.914 2304.43 211.284 Q2309.03 206.631 2310.21 205.289 Q2312.46 202.766 2313.34 201.03 Q2314.24 199.27 2314.24 197.581 Q2314.24 194.826 2312.3 193.09 Q2310.38 191.354 2307.27 191.354 Q2305.08 191.354 2302.62 192.118 Q2300.19 192.882 2297.41 194.432 L2297.41 189.71 Q2300.24 188.576 2302.69 187.997 Q2305.14 187.419 2307.18 187.419 Q2312.55 187.419 2315.75 190.104 Q2318.94 192.789 2318.94 197.28 Q2318.94 199.409 2318.13 201.331 Q2317.34 203.229 2315.24 205.821 Q2314.66 206.493 2311.56 209.71 Q2308.45 212.905 2302.81 218.668 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2328.94 216.724 L2333.83 216.724 L2333.83 222.604 L2328.94 222.604 L2328.94 216.724 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2344.06 188.044 L2362.41 188.044 L2362.41 191.979 L2348.34 191.979 L2348.34 200.451 Q2349.36 200.104 2350.38 199.942 Q2351.39 199.756 2352.41 199.756 Q2358.2 199.756 2361.58 202.928 Q2364.96 206.099 2364.96 211.516 Q2364.96 217.094 2361.49 220.196 Q2358.01 223.275 2351.7 223.275 Q2349.52 223.275 2347.25 222.905 Q2345.01 222.534 2342.6 221.793 L2342.6 217.094 Q2344.68 218.229 2346.9 218.784 Q2349.13 219.34 2351.6 219.34 Q2355.61 219.34 2357.95 217.233 Q2360.28 215.127 2360.28 211.516 Q2360.28 207.905 2357.95 205.798 Q2355.61 203.692 2351.6 203.692 Q2349.73 203.692 2347.85 204.108 Q2346 204.525 2344.06 205.405 L2344.06 188.044 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,208.952 2256.76,208.952 \"/>\n",
       "<path clip-path=\"url(#clip350)\" d=\"M2269.43 56.9601 L2277.07 56.9601 L2277.07 30.5945 L2268.76 32.2612 L2268.76 28.002 L2277.02 26.3353 L2281.7 26.3353 L2281.7 56.9601 L2289.33 56.9601 L2289.33 60.8953 L2269.43 60.8953 L2269.43 56.9601 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2298.83 26.3353 L2317.18 26.3353 L2317.18 30.2705 L2303.11 30.2705 L2303.11 38.7426 Q2304.13 38.3954 2305.14 38.2334 Q2306.16 38.0482 2307.18 38.0482 Q2312.97 38.0482 2316.35 41.2195 Q2319.73 44.3908 2319.73 49.8074 Q2319.73 55.3861 2316.26 58.4879 Q2312.78 61.5666 2306.46 61.5666 Q2304.29 61.5666 2302.02 61.1962 Q2299.77 60.8259 2297.37 60.0851 L2297.37 55.3861 Q2299.45 56.5203 2301.67 57.0759 Q2303.89 57.6314 2306.37 57.6314 Q2310.38 57.6314 2312.71 55.525 Q2315.05 53.4185 2315.05 49.8074 Q2315.05 46.1963 2312.71 44.0898 Q2310.38 41.9834 2306.37 41.9834 Q2304.5 41.9834 2302.62 42.4 Q2300.77 42.8167 2298.83 43.6963 L2298.83 26.3353 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2328.94 55.0157 L2333.83 55.0157 L2333.83 60.8953 L2328.94 60.8953 L2328.94 55.0157 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><path clip-path=\"url(#clip350)\" d=\"M2354.01 29.414 Q2350.4 29.414 2348.57 32.9788 Q2346.76 36.5204 2346.76 43.65 Q2346.76 50.7565 2348.57 54.3213 Q2350.4 57.8629 2354.01 57.8629 Q2357.64 57.8629 2359.45 54.3213 Q2361.28 50.7565 2361.28 43.65 Q2361.28 36.5204 2359.45 32.9788 Q2357.64 29.414 2354.01 29.414 M2354.01 25.7103 Q2359.82 25.7103 2362.88 30.3168 Q2365.95 34.9001 2365.95 43.65 Q2365.95 52.3768 2362.88 56.9833 Q2359.82 61.5666 2354.01 61.5666 Q2348.2 61.5666 2345.12 56.9833 Q2342.07 52.3768 2342.07 43.65 Q2342.07 34.9001 2345.12 30.3168 Q2348.2 25.7103 2354.01 25.7103 Z\" fill=\"#000000\" fill-rule=\"nonzero\" fill-opacity=\"1\" /><polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,47.2441 2256.76,47.2441 \"/>\n",
       "<polyline clip-path=\"url(#clip350)\" style=\"stroke:#000000; stroke-linecap:round; stroke-linejoin:round; stroke-width:4; stroke-opacity:1; fill:none\" points=\"2232.76,1486.45 2232.76,47.2441 \"/>\n",
       "</svg>\n"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Animate!\n",
    "PlotRegion.plotregion([A -Matrix(1.0I,size(A,1),size(A,1))],b)\n",
    "ezcontour!(0:0.25:5.0,0:0.25:5.0,x -> 0.5*dot(G*x,x) + dot(c,x))\n",
    "\n",
    "x0 = [2.0;0.0]\n",
    "W = [3,5]\n",
    "S = qp_init(G,c,zeros(0,n),zeros(0),A,b,W,x0)\n",
    "for i=1:10\n",
    "    xold = S.x\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\")\n",
    "    qp_activeset_step!(S)\n",
    "    xnew = S.x\n",
    "    plot!([xold[1],xnew[1]], [xold[2],xnew[2]], label=\"\", color=2, linewidth=4)\n",
    "    if S.flag == true\n",
    "        break\n",
    "    end\n",
    "end\n",
    "\n",
    "if S.flag == true\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\", markersize=18)\n",
    "end\n",
    "plot!()\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Perturb the solution so that we fall into the middle\n",
    "c = [-3.0; -1.0]\n",
    "\n",
    "# Animate!\n",
    "\n",
    "PlotRegion.plotregion([A -Matrix(1.0I,size(A,1),size(A,1))],b)\n",
    "ezcontour!(0:0.25:5.0,0:0.25:5.0,x -> 0.5*dot(G*x,x) + dot(c,x))\n",
    "\n",
    "x0 = [2.0;0.0]\n",
    "W = [3,5]\n",
    "S = qp_init(G,c,zeros(0,n),zeros(0),A,b,W,x0)\n",
    "for i=1:10\n",
    "    xold = S.x\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\")\n",
    "    qp_activeset_step!(S)\n",
    "    xnew = S.x\n",
    "    plot!([xold[1],xnew[1]], [xold[2],xnew[2]], label=\"\", color=2, linewidth=4)\n",
    "    if S.flag == true\n",
    "        break\n",
    "    end\n",
    "end\n",
    "\n",
    "if S.flag == true\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\", markersize=18)\n",
    "end\n",
    "plot!()\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Show the problem with a diagonal Hessian\n",
    "G = zeros(3,3)\n",
    "G[1,1] = 0.5\n",
    "G[2,2] = 2 \n",
    "G[3,3] = 3\n",
    "c = zeros(3)\n",
    "A = ones(1,3) # sum(x) = 1 \n",
    "b = [1] \n",
    "B = Matrix(1.0I, 3, 3)\n",
    "d = zeros(3) \n",
    "\n",
    "x0 = ones(3)/3\n",
    "W0 = Int[] \n",
    "\n",
    "PlotRegion.plotregion(\n",
    "    [A zeros(size(A,1),size(A,2)); \n",
    "     B -Matrix(1.0I,size(A,2),size(A,2))],[b; d])\n",
    "#ezcontour!(0:0.25:5.0,0:0.25:5.0,x -> (0.5*dot(G*x,x) + dot(c,x)))\n",
    "\n",
    "S = qp_init(G,c,A,b,B,d,W0,x0)\n",
    "for i=1:10\n",
    "    xold = S.x\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\")\n",
    "    qp_activeset_step!(S)\n",
    "    xnew = S.x\n",
    "    plot!([xold[1],xnew[1]], [xold[2],xnew[2]], label=\"\", color=2, linewidth=4)\n",
    "    @show xnew\n",
    "    if S.flag == true\n",
    "        break\n",
    "    end\n",
    "   \n",
    "end\n",
    "\n",
    "if S.flag == true\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\", markersize=18)\n",
    "end\n",
    "plot!()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Show the problem with a diagonal Hessian\n",
    "G = rand(3,3) |> G -> -(G + G')\n",
    "c = zeros(3)\n",
    "A = ones(1,3) # sum(x) = 1 \n",
    "b = [1] \n",
    "B = Matrix(1.0I, 3, 3)\n",
    "d = zeros(3) \n",
    "\n",
    "x0 = ones(3)/3\n",
    "W0 = Int[] \n",
    "\n",
    "PlotRegion.plotregion(\n",
    "    [A zeros(size(A,1),size(A,2)); \n",
    "     B -Matrix(1.0I,size(A,2),size(A,2))],[b; d])\n",
    "#ezcontour!(0:0.25:5.0,0:0.25:5.0,x -> (0.5*dot(G*x,x) + dot(c,x)))\n",
    "\n",
    "S = qp_init(G,c,A,b,B,d,W0,x0)\n",
    "for i=1:10\n",
    "    xold = S.x\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\")\n",
    "    qp_activeset_step!(S)\n",
    "    xnew = S.x\n",
    "    plot!([xold[1],xnew[1]], [xold[2],xnew[2]], label=\"\", color=2, linewidth=4)\n",
    "    @show xnew\n",
    "    if S.flag == true\n",
    "        break\n",
    "    end\n",
    "   \n",
    "end\n",
    "\n",
    "if S.flag == true\n",
    "    scatter!([S.x[1]], [S.x[2]], label=\"\", markersize=18)\n",
    "end\n",
    "plot!()\n"
   ]
  }
 ],
 "metadata": {
  "@webio": {
   "lastCommId": null,
   "lastKernelId": null
  },
  "kernel_info": {
   "name": "julia-1.1"
  },
  "kernelspec": {
   "display_name": "Julia 1.11.2",
   "language": "julia",
   "name": "julia-1.11"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.11.2"
  },
  "nteract": {
   "version": "0.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}