From c510644e2456004cf3ffc92642c64fa2ef653e10 Mon Sep 17 00:00:00 2001 From: Alessandro Zocca Date: Mon, 5 Feb 2024 11:36:49 +0100 Subject: [PATCH] Fix error in the plotting function --- .../03/03-recharging-electric-vehicle.ipynb | 122 ++++++++---------- 1 file changed, 53 insertions(+), 69 deletions(-) diff --git a/notebooks/03/03-recharging-electric-vehicle.ipynb b/notebooks/03/03-recharging-electric-vehicle.ipynb index ec4dd3da..b47e6518 100644 --- a/notebooks/03/03-recharging-electric-vehicle.ipynb +++ b/notebooks/03/03-recharging-electric-vehicle.ipynb @@ -168,7 +168,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 2, "id": "fff98145-1b94-42cf-9b0d-ec3593495a8c", "metadata": {}, "outputs": [ @@ -385,13 +385,13 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 3, "id": "3be8a0da-811d-49cf-ab77-b42011fb7fc0", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABWIAAAF6CAYAAACTACEOAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAACTmklEQVR4nOzdd3hURdvH8d8mhPQCJHRIAEPvVaQkUaqogDRRaSJNEHlARZQmKoioqPDYiICIBVDBAkhNqIJKE1Ak9N4hoYaQzPsHb/ZhTQLJZjeN7+e6cl3snJlz7plz9mS5MzvHYowxAgAAAAAAAAA4jUt2BwAAAAAAAAAAeR2JWAAAAAAAAABwMhKxAAAAAAAAAOBkJGIBAAAAAAAAwMlIxAIAAAAAAACAk5GIBQAAAAAAAAAnIxELAAAAAAAAAE5GIhYAAAAAAAAAnIxELAAAAAAAAAA4GYlYAACyUM+ePWWxWDR27NjsDsVhoqOjZbFYFBISkt2h5FkhISGyWCyKjo7O7lAcbuzYsbJYLOrZs2d2h+I0M2fOlMViUXh4eHaHkmtl1Xsgr97P8vI9BACA3CRfdgcAAEButXfvXkVGRmrlypXav3+/zp8/Ly8vL4WEhOi+++5T165d1bRp0+wOE5kUHR2t6Oho1axZU+3atXPovi9cuKD33ntPkvJUcv5usmDBAm3dulXh4eEkWoFcYOvWrVqwYIFCQkLy9B+AAAA5E4lYAAAyKDExUS+99JLee+893bhxQ5JUpkwZhYSE6OLFi9q9e7f+/PNPffzxx2ratKlWrVqVzRE7l5eXlypUqKASJUpkdyhOER0drVdffVU9evRwSiL21VdflXT7RGy5cuXk4eEhLy8vhx4fmbdgwQJ9/vnnkpRmItbf318VKlRQ6dKlszAy4H+4h/zP1q1b9eqrryosLIxELAAgy5GIBQAgA4wx6tSpk+bPn6/8+fNr1KhReuaZZ1S0aFFrnStXrmjx4sWaMGGCVq9enY3RZo369etr165d2R1GnrZixYrsDgGZ0L59e7Vv3z67w8BdjHsIAAA5A4lYAAAy4J133tH8+fPl5uamxYsX6/77709Rx8vLSx06dNCjjz6qN954IxuiBAAAAADkNDysCwCAdLp8+bImTJggSXrxxRdTTcLeymKxaOTIkWluv3r1qsaMGaMKFSrIw8NDQUFB6tKli2JiYlKtf+TIEb3//vtq1aqVypUrJ09PT/n5+alOnTp6/fXXdfHixVTb3fowpPj4eI0fP17Vq1eXj4+PLBaLTd1Nmzapbdu2KlSokLy8vFS9enVNnjxZSUlJCg8Pl8Vi0cyZM23a3O7hNre2OXfunIYMGaKQkBC5u7urRIkS6tOnj06cOJHmGJ04cUL9+/dXyZIl5eHhoZCQEA0ZMkTnz5+3+yFP8fHxevfdd9WgQQP5+/vLzc1NhQsXVvXq1TVw4EBt3rzZWtdisViXDvj8889lsVhsfpJdv35d33//vZ566ilVq1ZNBQsWtMbbvXt3/fnnnyni6Nmzp8qUKWNzrFt/bh3nOz1oZ8OGDerSpYtKlCghd3d3BQYGqmXLlvruu+9SrX/gwAGbPqxdu1Zt2rRRoUKF5OnpqerVq2vq1KkyxqTafvPmzXriiScUHBwsd3d3+fj4KCQkRK1atdI777yTZjt7nD17Vi+//LKqVq0qb29v+fj4qHr16hozZoxiY2Nv2zYqKkqPPfaYSpcuLQ8PDwUGBqp27dp66aWXtGfPHpu6u3fv1ptvvqmIiAgFBwfLw8NDAQEBuu+++/TBBx/o+vXrNvWTxzB5WYJXX33V5vzd+n6408O6Ll++rDfffFN169aVn5+fvLy8VLFiRQ0dOlTHjx9Ptc2tD/7L6L3kduy5lm8dD3uvKenmvaRFixYKCAiQr6+v6tWrp+nTp2e4D/929epVffDBBwoLC1OhQoXk7u6u0qVLq0WLFvr4448VHx+fZtsff/xR4eHhCggIkLe3txo0aKBvvvkm1bqOGrslS5aodevWCgoKkouLi829IC4uTsOHD7cuNVCiRAn17t1bR44cue11ltY95N9tZs6cqQYNGsjHx0d+fn6KiIjQsmXL0hyfpKQkffTRR6pdu7a8vLwUGBioNm3aaN26dSn6lV63xpSUlKQPP/xQ9evXl7+/vywWiw4cOCBJOnPmjKZNm6Z27dqpfPny8vb2lre3t6pWraoXX3xRp06dSnUcevXqJUlatWpVivtu8r6TXbhwQePGjVOdOnXk7+8vDw8PVahQQc8//3yq+5dunqMxY8aoZs2a8vHxUf78+VWsWDHVrVtXw4YNS3HvAQDcZQwAAEiXuXPnGknGxcXFnDx50q599OjRw0gy//nPf0yNGjWMxWIxlSpVMlWqVDH58uUzkkyhQoXMgQMHUrQdNmyYkWQ8PT1NmTJlTL169UzZsmWNq6urkWQqV65szp07l6LdmDFjjCTTpUsXc++99xpJply5cqZu3brGz8/PWm/BggXGzc3NSDLe3t6mbt26pkyZMkaS6dixowkLCzOSzIwZM2z2HxUVZSSZ4ODgFMdObvPaa6+ZUqVKmXz58plq1aqZ8uXLGxcXFyPJlC1b1sTGxqZoGxMTY4oXL24kGVdXV1O9enVTtWpV4+LiYu655x7z3HPPGUmmR48e6R7/GzduWGOSZEJCQky9evVMuXLljIeHh5FkXnnlFWv9Ro0amVKlShlJpnDhwqZRo0Y2P8m2b99uvTaKFi1qatWqZapUqWJ8fHyMJJM/f37z448/2sTyxhtvmLp161pj+fe+Fy1aZK0bHBxsJJmoqKgUfXr33XeNxWIxkkyBAgVM3bp1reMmyXTv3t0kJibatNm/f791+4wZM4yLi4spWLCgqVu3rgkKCrJuGzZsWIrjLV682Hqd+Pj4mKpVq5patWrZtEtISEj3OUm+PlM7jzt37jQlSpRI9RpIPn8xMTEp2iUmJpr+/ftb4/H19TV16tQxFSpUsJ7nMWPG2LTp0KGDtU/33HOPqVevnnXcJZmwsDATHx9vrX/8+HHTqFEjU7hwYSPJlCpVyub8dezY0Vp3xowZ1n3829GjR03lypWNJOv9oFatWtYxLlSokNmwYUOKdpm5l9yOPdeyMZm7powxZtq0adbr2N/f39StW9cUK1bMSDJDhgy57Xvgdvbu3WsqVqxoPX7p0qVNvXr1TPHixa3H279/v7X+rfezV1991UgyRYoUMXXq1DEBAQHW/UyZMsUpYzd58mTre7levXomJCTEes89ffq09VqRZHOtBAYGmtGjR6d5naU1frdem0899ZT1Wq5du7bx9va29mfBggUp9pmUlGS6dOlijadkyZKmbt26xt/f37i6ulr7ktH/cibH1LRpU/Poo49aY6pXr54JDAy0nq8pU6ZYx7V06dKmbt26JjQ01PreKV68uNm3b5/Nvjt27GhCQ0ONJOPn55fivnv8+HFr3a1bt1rvP/ny5TPlypUzVatWNfnz5zeSTLFixcz27dtt9h8XF2cqVapkfT/fei9JjmvatGkZGg8AQN5CIhYAgHQaPHiwkWSqVatm9z6Skydubm6mdu3aNkmkffv2mQoVKliTZ/+2fPlyEx0dbW7cuGFTfujQIfPII48YSaZfv34p2iUnulxdXU3p0qXN77//bt125coVY4wxx44dM/7+/kaSeeKJJ8zFixetdRYvXmx8fHys/4m0JxHr5uZmWrRoYY4dO2bdtnnzZlOkSBEjyYwePdqmXVJSkqlfv76RZGrWrGnzn+ndu3ebSpUqWePJSCJ2/vz5RpIpUaKE2bZtm822hIQEs2jRIrN48WKb8tslCpOdOHHCfPHFF+bs2bM25deuXTNTp041rq6upmDBguby5cs2229NwNxOWkmUlStXWpNJo0ePNtevX7du+/LLL60Jg0mTJqV5XHd3dzN58mSb62r8+PHWRMKePXts2taoUcNIMi+++KL1+kl28OBBM3HixBSJ39tJa3yvXbtmfT80aNDAHDx40Lptz5491jhq1KiR4j2RvE93d3fz0Ucf2YxLQkKCmT9/foqE2IIFC8zGjRtNUlKSTfnff/9t/QPGhAkTUsSf/J7+d2L3VrdLxIaHhxtJJjQ01Capc+LECXP//fdbr9cLFy6kelx77iW344hrOaPX1F9//WW9VgcPHmyuXbtmjLl5H/jkk0+Mq6urNbmckUTslStXrEmxatWqmT/++MNm+8mTJ83EiRPNqVOnrGXJ9zM3Nzfj6elpvvzyS+u2hIQE88wzz1gT9nFxcQ4fOzc3N/P222/bjF3y+6xTp07WZPLWrVut248dO2YaN25svSfak4h1c3MzhQoVMkuXLrVuu3Tpkmnfvr31jx7/fm/897//tSZCv/nmG2v51atXzcCBA63x2JuIdXV1NQUKFDBLliyxbktISLD+oWfjxo1m0aJF1usl2enTp02fPn2MJNOyZcs095/aOCU7e/asKVmypJFk+vTpY3ONXLhwwXTv3t1IMhUqVLD5w1Ny8rlatWo2CX5jbo7L3Llzzfr16zMyHACAPIZELAAA6ZQ8M6dt27Z27yM5eeLu7p4iGWGMMd999511NlRGXL582bi5uRkfH580k1KSzLp161JtnzyT6t//qUz20Ucf2cx2u1V6ErGBgYHm/PnzKba/8847RpKpVauWTfnKlSutyYG9e/emaLdz507rrMiMJGInTJhgnWGXXulJxN7JE088YSTZJCuMyXwiNjlR9+CDD6babuTIkdbxvzVZcetxe/funWrbatWqGUnm/ffftyl3d3c3klIkBu2V1vjOmjXLmuQ5fPhwinb//POPdTb4t99+ay0/efKkddbr9OnTHRJjTEyMkWQqVqyYYltmErGrV6+2nofffvstRbtz584ZPz8/I8m8/fbbqR7X0feSO0nPtZzRayp5Jua/7wPJkpNqGU3EfvDBB9brP73fYki+n0k3Z/L/29WrV60zfH/44Yd0x2JM+sauT58+qbbdu3ev9Y8ua9asSbH95MmTxtfX1+5ErCTzxRdfpGh3/Phxa0L11j9eJSUlmZCQkDTHKSkpyfoHDHsTsZJsEuEZVaJECWOxWGxmud66/9slYl955ZXb/r6/ceOGqVWrlpFk5syZYy3v16+fkWTee+89u+MGAORtrBELAEA6xcXFSZJ8fHwyva+WLVuqXLlyKcobNmwoSTp//rzOnTuXagzTpk1Tr1691LJlSzVp0kSNGzdWixYt5OLiokuXLqW5LmSlSpV03333pbrtl19+kXRz3cl8+VI+y7NHjx5yd3dPd//+7fHHH1dAQECK8uT+/nvNvOR47r//fpUtWzZFu8qVK6tRo0YZjiM4OFiStGzZMp0+fTrD7e9kxYoVGjZsmB5++GGFhYWpcePGaty4sVavXi1J2rJli8OOdfnyZa1atUqSNHTo0FTr/Oc//5Grq6vOnDmjjRs3plpn4MCBqZandW6Sx/Crr76yK+70WrhwoSSpc+fOKlmyZIrt5cuX1yOPPGJTV5IWLVqka9euqUSJEurRo0eGjnnq1Cl98MEHevLJJ9W8eXPr+yt5HeJ//vlHV69etbNHKSXH3bhxY9WrVy/F9gIFCqh37942df/N3nvJnWTmWs7oNbVo0SJJ0rPPPptquyFDhmQ0fEmyrpHcp08fFS5cOMPtn3nmmRRlHh4eqlWrlqSU/UiWmbF7+umnUy1fsmSJjDGqUKGCGjdunGJ74cKF1a5duzt1KU3+/v564oknUpQXLVrUupb1rf3dtWuXdT3V1GK2WCzq06eP3fFIkq+vrzp37nzbOteuXdNXX32lfv36qVWrVtb3bOPGjXXx4kUZY7R169YMH3vOnDmSpP79+6e63dXVVW3btpV083wnS74//vTTT7p06VKGjwsAyPtS/k8LAACkys/PT5Ic8p+r8uXLp1pepEgR678vXryoggULWl+vXr1anTp1SvMBIcnOnj2banmVKlXSbPPPP/9IkmrWrJnqdk9PT1WoUCHNh83cyZ36++8Hjd0pHkmqVauW1qxZk6E42rVrpwoVKmjnzp0qVaqUIiIi1KRJE913331q2LCh3cnmS5cu6dFHH73tQ22ktM+NPfbs2aPExERJUtWqVVOtU7BgQZUoUUKHDh3Srl271LRp0xR1Mnpuhg8frt69e+uZZ57RO++8o+bNm6thw4YKCwuzJiEcIfkaSKtvklStWjXNnz9fu3btspZt375dknTvvffKxSX9cw6+/fZb9erV67bvb2OMzp07pxIlSqR7v7eT3j5Ksunjrey5l9yOI67ljFxTsbGx1gf2pXWPqlChgvLly6cbN27cNqZ/S74W0voD1O0EBgamOWZpvTccMXZpjUF674lffPHFbY+dltDQ0DQfqlWkSBHt3r3bpr/J8RQpUkRFixZNM57MSD7vafn777/Vpk0b7d+//7b7yeh99/Lly9ak86hRo/T666+nWu/kyZOSpMOHD1vLnnrqKb377rtasWKFihUrpubNm6tRo0Zq1KiR6tWrJ1dX1wzFAgDIe5gRCwBAOiXPytu3b1+m9+Xt7Z1q+a2JI3PL08Xj4uLUsWNHnTp1Sg888ICWLVumkydP6vr16zI3lxpSqVKlJEkJCQkZOqb0v+Syr69vmnVut+1O0tPfrIjH09NTa9as0aBBg+Tr66tffvlFr7zyiiIiIlS4cGE9//zzunLlSob3+/zzz2vZsmUKDAxUZGSk9uzZoytXrljPzahRoySlfW7skZwUcXFxue1sv2LFitnU/7c7nZtbr0PpZqLh+++/13333af9+/fr448/Vo8ePRQSEqJ77703xVPZ7ZUcb1pJHin1viXPXE9tBnZaDhw4oCeffFKXLl1S586dtXbtWp05c0YJCQkyxlgT3pJzzmFG+3irjN5L7sQR13JGrqlb+3Vr8vhWrq6uKlSoULr7kMyeayHZ7e6Xab03nDl22XWPllLvr7PjuVNMSUlJ6tChg/bv369atWrpxx9/1NGjRxUfH28d7yZNmkjK+Hv2woUL1n//8ccfWrduXao/ycnaW39nFClSRL/99pt69OghFxcXzZ8/X88//7waNmyoYsWKafz48Rn+gwIAIG9hRiwAAOnUuHFjffDBB9q5c6dOnTpl11dd7bVo0SKdPn1apUqV0k8//SRPT0+b7cYYnT9/3u79+/j4KDY2Ns1kj5R2IsgZkpd/cEY8QUFBmjJlij744AP99ddfWrdunZYsWaIff/xR77zzjg4fPmz9Wmp63LhxQ19++aUkaebMmWrTpk2KOo6cCZssOcmRlJSkU6dOpZnEOn78uE19R2jfvr3at2+v2NhYrV+/XqtXr9a8efO0ceNGtWzZUr/99ptq1KiRqWMkx5s8WzI1qfUteeb6rcmUO/nmm28UHx+v+vXr6+uvv07xBwJnnD/J/j46S3Zcy7f26+TJk6nOqk5MTLTruH5+fjp37lyGrgV7OXvsnHlPtEd2x/Pbb7/p77//lqenp5YuXarAwMAUdewd71uXH9q3b591aYb0KlOmjGbOnKnPPvtMW7du1bp167Ro0SItXbpUr7zyimJjYzVx4kS7YgMA5H7MiAUAIJ1at26tggULKikpSR988EGWHjv5q5f16tVLkYSVpB07dmRqyYQKFSpIkrZt25bq9qtXr2r37t1279/R8Uiya92/W1ksFlWpUkV9+/bVd999pwULFkiS5s6da/Mf+LS+rpvs9OnT1rFP7av/krRhw4Y0Y7DXPffcY/3a7o4dO1Ktc/78eR09elTSzTWCHc3f31+tW7fWhAkTtGvXLt177726fv26IiMjM73vihUrSkq7b9L/vnp+a9+qV68u6eaYJyUlpetYye+vxo0bpzpLO63zJ2XuHNrbR2fJzLVsL39/f+uM4L/++ivVOv/8849dswiTr4X169fbH2A6OXvssuKemBHJ8Zw8edL6Ff2sjCf5PVupUqVUk7Dnz59P83fWnd6z/v7+1m+Y2Lscj3RzJnedOnU0ePBg/fLLL5oyZYok6aOPPsrQLHUAQN5CIhYAgHTy8fHR8OHDJUlvvfWWVq5cedv6xhi98cYbDjm2l5eXpP/Njvu3SZMmZWr/rVq1kiR9/vnnqSY8vvjiC127di1Tx7AnnhUrVlgfCHOrXbt2ae3atQ495q0P/0pOXkr/G/u0lixI3i6lfn5WrlypzZs337FtRpdE8Pb2VlhYmCTp3XffTbXOe++9p8TERAUGBqp+/foZ2n9G5cuXTw0aNJBkO372Sp5ROHfuXB05ciTF9j179ujHH3+0qStJDz74oDw9PXX06NF0r5d5u/eXMUZvv/32Hdvas6RFctxr167V77//nmL7hQsXNH36dJu6zpSZazkzWrduLUnWRNW/vf/++3btt2PHjpKkyMhInTlzxr7g0snZY9eyZUtZLBbt2rUr1cTymTNnrH9MygoVK1ZUSEiIJOmzzz5LtY4j/iCTluTxPnnyZKpJzcmTJ6eZvE/Pezb5IWHvvvuuzdIkmZH8O+bixYtZOnsZAJCzkIgFACADXnjhBT3yyCNKSEhQ69atNWbMmBRfK7527Zp++OEHNWjQQCNHjnTIcZNnWP3666/69NNPreXXr1/XqFGj9OWXXyp//vx2779///7y9/fX33//rd69e+vy5cvWbUuXLtXzzz8vNzc3+zuQQeHh4WrQoIESEhLUoUMHHTx40Lptz5496tixo10PPXn33Xf11ltv2exPuvkf8rFjx0q6ORsqNDTUuu2ee+6RJG3cuDHVWcf+/v7Wr+EPGTLE5mvQ0dHReuyxx+Th4ZFqPIGBgfL395ckLV++PMP9eeWVV2SxWLRo0SKNHTvWZi3EOXPmWL/++tJLL9n9ILJbxcXFqVOnTlqyZImuX79us23Tpk3WJR3q1auX6WN17txZFSpU0PXr19WpUycdOnTIum3fvn3q3LmzEhMTVaNGDevTy6WbS0+89NJLkm5e19OmTbNJyNy4cUM//PCDfvrpJ2tZckJ73rx5WrhwobX84sWLevrpp/Xbb7+lGWfy9bFmzZoUY3InjRs3Vnh4uCTpiSee0M6dO63bTp06pc6dOys2NlYlSpRQ7969M7Rve2TmWs6MYcOGyc3NTZs3b9bQoUOt42iM0WeffabPPvvstg9tSkvv3r1VuXJlnT59Ws2aNdOWLVtstp86dUqTJk3S6dOnM90HZ49d2bJl1alTJ0k3r5XkmdLSzaUtOnTooKtXr9q9/4yyWCx68cUXJUnjxo3Tt99+a90WHx+v5557LtU/LjhKw4YN5ebmpqNHj2r06NHWZGlSUpL++9//avz48WmOd/J7dufOnWkuCzJ8+HAVL15cq1evVocOHVKsDW+M0e+//64hQ4bY9HPEiBH66KOPUswSvnDhgiZMmCDp5sPskpdQAQDchQwAAMiQhIQEM2TIEOPq6mokGYvFYsqWLWvq169vKlWqZDw8PIwkI8ncf//9Nm179OhhJJkxY8akuf/ktvv377cp79atm3Vb8eLFTd26dY2/v7+RZF5//XUTHBxsJJmoqCibdmPGjDGSTI8ePW7brwULFph8+fIZScbHx8fUrVvXlC1b1kgyHTp0ME2bNjWSzKxZs2zaRUVFGUkmODg4xT7DwsKMJDNjxoxUj7l//35rn/4tJibGFCtWzEgyrq6upkaNGqZatWrGxcXFlCtXzgwePNhIMk899dRt+3Wr5557znq8YsWKmbp165rq1asbb29vI8nky5fPfPPNNzZtLl26ZIoUKWIkmYCAANOgQQMTFhZmwsLCrHWWLFlivR68vb1NrVq1TJkyZYwkU7NmTfP888+neQ4GDRpkJBkXFxdTrVo1674XL15srZPWuTXGmHfeecdYLBYjyRQoUMDUq1fPlChRwtrPbt26mcTExHSPe7LUrpvz589b2+XPn99UrlzZ1K9f34SEhFjLGzRoYC5fvnz7E3GH4yTbsWOHKV68uPUaqF69uvUakGRCQkJMTExMinaJiYmmb9++1pj8/PxM3bp1TcWKFa3vz1vfg4mJiSY8PNxav0yZMqZOnTrGy8vLuLi4mFmzZqX5vjx06JDx8vIykkxQUJC57777TFhYmOnSpYu1zowZM4wkm2sm2dGjR03lypWt95LKlSubWrVqGTc3NyPJFCxY0GzYsCFFu8zcS27H3mvZ3msq2ccff2y9jgMCAky9evWs537IkCG3fQ/czt69e02FChWssQUHB1vfI8nHu3V8bnc/S5bW2Dtz7Iwx5vTp06ZSpUqpXiuFChUyo0ePTvX3jjFp30Nud20mS+s+npSUZLp06WKNvVSpUqZevXrG39/fuLq6mnfffdd6b8uI9MRkjDGjRo2yHjsoKMjUrVvXBAUFGUnm6aefvm3c1apVM5KMl5eXqVu3rvW+e/z4cWu9P//803r+JJmyZcuaBg0amGrVqll/Z/x7TNu2bWstL126tKlfv76pUqWKcXd3t14Xq1atytB4AADyFmbEAgCQQfny5dPkyZO1a9cuDR8+XHXr1lVcXJw2b96so0ePqkKFChowYIDWrl2rFStWOOy4M2bM0MSJE1WhQgWdPn1ae/fuVe3atTV//ny98sormd5/27ZttWHDBj388MNyc3PTjh075OnpqUmTJmnOnDnWWbJZNZPnnnvu0ebNm9WvXz8VKVJEf//9t2JjY/XMM8/ot99+s87QzUg8AwYM0Ouvv64HHnhA+fPn186dO/XPP/+oaNGi6tWrlzZt2qQuXbrYtPH29taKFSvUoUMHeXh4aNOmTVq1apVWrVplrdOiRQtFRUWpWbNm1q8Pu7u7a+TIkVq3bt1tn/49adIkvfLKKypfvrxiYmKs+77dA5xuNXToUK1fv16dOnWSh4eHtm7dqqtXr6p58+aaN2+eZs2aleq6p/bw9fXVl19+qd69e6t8+fI6efKkNm3apNjYWDVp0kRTpkzR6tWrbb6mnRlVqlTRn3/+qREjRqhChQqKiYnR3r17VblyZY0aNUpbtmyxzm67lYuLiz755BMtW7ZMjz76qLy9vbVt2zadOXNGlStX1ssvv6zu3bvb1F+0aJFeeukllSlTRkeOHNGhQ4cUERGhlStXqlu3bmnGWKpUKS1dulStW7eWMUYbNmzQqlWr0r0eaPHixfXbb79p/PjxqlWrlg4dOqS///5bZcqU0ZAhQ7R9+3brkg9ZITPXcmb069dPy5cvV7NmzZSYmKi//vpLxYsXV2RkpCZPnmz3fsuWLavNmzfr7bffVsOGDXXhwgX9+eefcnV1VYsWLfTpp5+qePHiDumDs8cuMDBQGzZs0AsvvKCQkBDt2bNHJ06c0OOPP67NmzcrKChIUtbdoy0Wi7766it9+OGHqlGjhk6fPq09e/bo3nvvVVRUlJo3b+7UeMaNG6fIyEjVrFlTcXFx2r17t8qVK6fIyEhNmzbttnEvWrRIPXr0UKFChbRt2zbrfffWJXiqVaum7du3a/LkyWratKkuXLigP/74QwcOHFC5cuU0cOBALVu2TI0bN7a2GTVqlEaOHKnGjRsrKSlJW7dutT7wa9CgQdqxY0eaawgDAO4OFmNYKRwAANxeYmKiChYsqLi4OG3bts36EJzs1KZNGy1atEjvv/++Bg8enN3hAEC2GjhwoD788EP95z//SXPd6Kw0b948de7cWbVq1XLK2sIAAORGzIgFAAB3NHfuXMXFxalQoUKqXLlydoejgwcPWtdUZXYRgLtdbGys5s2bJynn3BOTH9aVU+IBACAnIBELAAAkSb/88ovmzJmj+Ph4a5kxRvPnz9czzzwj6eZX++15aI49Dhw4oHfeeSfF0863bdumhx56SNevX1fjxo1Vs2bNLIkHALLT1atXNXr0aB05csSmfN++fWrbtq1Onz6tMmXKqE2bNlkW01tvvZXiIWixsbF69tlntXTpUrm5ualfv35ZFg8AADkdSxMAAABJ0tSpU/Xss8/Kw8ND5cuXl4eHh/bt22dNhEZERGjx4sVyd3fPknh27NihatWqycXFRaGhoQoICNDJkyd14MABSTfX5oyKilK5cuWyJB4AyE6XLl2Sr6+vpJtr3wYFBencuXPas2ePjDEqUKCAFi9enKVrCtetW1ebNm1S4cKFFRISomvXrmnXrl26fv26XFxc9N///lf9+/fPsngAAMjpSMQCAABJ0q5du/Tf//5X0dHROn78uGJjY+Xr66tq1aqpa9eu6t27t/UBWVkhLi5O77zzjpYtW6b9+/fr3LlzcnNz0z333KOHHnpI//nPf1SoUKEsiwcAslNiYqImTZqkJUuWaPfu3Tp79qxcXFwUHBysli1batiwYSpVqlSWxjR37lx988032rx5s86ePavr16+rcOHCaty4sYYMGZKlSWEAAHIDErEAAAAAAAAA4GSsEQsAAAAAAAAATpY1T9u4iyQlJenYsWPy9fWVxWLJ7nAAAAAAAAAAOIkxRhcvXlTx4sXl4nL7Oa8kYh3s2LFjWb42EwAAAAAAAIDsc/jwYZUsWfK2dUjEOljyk0wPHz4sPz+/bI4GAAAAAAAAgLPExcWpVKlS1pzg7ZCIdbDk5Qj8/PxIxAIAAAAAAAB3gfQsUcrDugAAAAAAAADAyUjEAgAAAAAAAICTkYgFAAAAAAAAACcjEQsAAAAAAAAATkYiFgAAAAAAAACcjEQsAAAAAAAAADhZvuwOAAAAAAAAALlDYmKiEhISsjsMwGlcXV3l5ubmlH2TiAUAAAAAAMBtGWN04sQJxcbGyhiT3eEATuXu7q7AwED5+fk5dL8kYgEAAAAAAHBbsbGxunDhgoKCguTt7S2LxZLdIQEOZ4xRQkKCYmNjdfToUUlyaDKWRCwAAAAAAADSZIzRqVOn5Ofnp8DAwOwOB3AqT09P+fr66siRIzpz5oxDE7E8rAsAAAAAAABpSkxMVGJiosO/pg3kVBaLRf7+/oqPj3fomsgkYgEAAAAAAJCmGzduSJLy5eOL1bh7JD+wKzEx0WH7zPGJ2KNHj+q9995TixYtVLp0aeXPn19FixZVhw4dtHHjxhT1x44dK4vFkubPgQMHUj3OkiVLFBYWJl9fX/n5+SkiIkIrVqxwcu8AAAAAAAByB9aFxd3EGdd7jv9TxpQpUzRx4kSVK1dOLVq0UFBQkGJiYrRgwQItWLBAX331lbp06ZKiXY8ePRQSEpKiPCAgIEXZ7Nmz1a1bNwUFBalnz56SpDlz5qh58+aaO3euOnbs6OBeAQAAAAAAALib5PhEbP369RUdHa2wsDCb8jVr1uiBBx7QgAED1K5dO7m7u9ts79mzp8LDw++4//Pnz+vZZ59VYGCgNm/erJIlS0qShg8frlq1amnAgAFq2bKlfH19HdYnAAAAAAAAAHeXHL80waOPPpoiCStJTZo0UUREhM6fP6/t27fbvf958+bpwoULevbZZ61JWEkqWbKkBg0apDNnzmj+/Pl27x8AAAAAAAB3l/Dw8By1lIPFYknXhEVnSV5KNDo6OttiyAlyfCL2dpIXzU1tsejVq1dr4sSJmjRpkhYsWKBLly6luo/kC6BFixYptrVs2VKStGrVKgdFDAAAAAAAAOBulOOXJkjLoUOHtHz5chUrVkzVqlVLsX3MmDE2rwMCAvT++++re/fuNuUxMTGSpNDQ0BT7SC5LrgMAAAAAAAAgYwYNGqTHHntMpUuXzu5QslWunBGbkJCgbt26KT4+XhMnTpSrq6t1W40aNTR9+nTt27dPV69e1f79+zVlyhRZLBb17NlTP/74o82+YmNjJUn+/v4pjuPn52dTJzXx8fGKi4uz+QEAAAAAAABwU2BgoCpWrCgvL6/sDiVb5bpEbFJSknr27KnVq1erT58+6tatm8329u3bq1evXipTpow8PDwUEhKiQYMGad68eZKkkSNHOjSeCRMmyN/f3/pTqlQph+4fAAAAsEfnj3/Vw1PWZuin88e/ZnfYAJCrcK+9O0RHR8tisWjs2LFau3atwsPD5evrq4CAAHXo0EF79uxJ135iY2M1ceJEhYWFqXjx4sqfP7+KFy+u7t27a+/evSnq37qu6ldffaWaNWvK09NTxYoV03PPPaerV69muC8nT55Ujx49FBgYKE9PT917771prtt68OBB9e7dWyVKlFD+/PlVsmRJ9e7dW4cOHUpRN3lN3GvXrmnkyJEqV66c3NzcNHbs2BR9+XebtH569uyZ6XgSEhI0duxYhYSEyN3dXeXLl9eHH36Y4XFzlFy1NEFSUpKeeuopffXVV3ryySf18ccfp7vtAw88oHLlymn79u2Ki4uzznZNngkbGxurQoUK2bRJnt2a2mzZZCNGjNDQoUNt2pCMBQAAAAAAyFs2bNigCRMmqFWrVnr22We1c+dOzZ8/X2vWrNGGDRtUtmzZ27b/+++/NXr0aEVERKh9+/by9vbWrl279NVXX2nhwoXavHmzgoODU7SbOnWqfvnlF7Vt21b333+/fvnlF33wwQc6c+aMvvzyy3THf+HCBTVu3Fj+/v7q1q2bTp06pTlz5qhly5batGmTqlataq27e/duNW7cWKdPn9bDDz+sKlWqaMeOHZo+fbp++uknrV27VuXLl09xjA4dOmjbtm1q1aqVAgICVKZMmTTj6dmzZ6oPEFu8eLF+++03m9mz9sbTtWtX/fbbb2rdurVcXV01d+5cDRw4UG5uburTp0+6x85Rck0iNikpSb169dKsWbPUtWtXzZw5Uy4uGZvQGxgYqD179ujKlSvWRGxoaKj++OMPxcTEpEjE3m792GTu7u5yd3fPYG8AAAAAAADyhjPTpuls5GfZHUaqCj3dW4EOSrgtWbJEH3/8sfr162ct++STT9S/f38999xz+umnn27bvlKlSjp+/LgKFixoUx4VFaVmzZrp9ddf17Rp01K0W758uTZt2qQKFSpIkt544w3VrFlT33zzjSZNmqTixYunK/5t27bpmWee0ZQpU6w5tfvvv19PP/20pk6dajPhsX///jp9+rQ++eQT9e3b11r+4YcfauDAgRowYIBWrFiR4hjHjh3Tn3/+maKPqfn3jFdJWrNmjSZMmKCyZctq3LhxmY7nyJEj2rFjhzUP+Nxzz6lq1ap65513siURmyuWJrg1CdulSxd98cUXNuvCpsfly5e1c+dOeXt7KzAw0FoeFhYmSVq6dGmKNkuWLLGpAwAAAAAAAFvmWrySYmNz5I+5Fu+wfpYvXz5F8q5Pnz4KDQ3VwoULdfr06du29/f3TzVBGRERoSpVqmj58uWptnvuueesSVhJ8vT0VNeuXZWUlKRNmzalO35vb29NnDjRZmJjjx49lC9fPv3+++/WskOHDikqKkqVK1dO0d/+/furYsWKWrlypQ4fPpziGK+++mq6krCp2bNnj9q3by8vLy8tXLjQmr/LTDwTJkywJmElqUKFCmrUqJH++ecfXbx40a44MyPHJ2KTlyOYNWuWOnXqpNmzZ6eZhL148aJ2796dovzq1avq06ePLl68qM6dOytfvv9NBO7cubP8/f01ZcoUHTlyxFp+5MgRTZ06VYGBgWrfvr3jOwYAAAAAAIBco1GjRim+ne3i4qJGjRrJGKNt27bdcR/R0dFq166dihUrJjc3N+t6qNu3b9exY8dSbVOnTp0UZSVLlpR0c7mB9Cpfvrx8fHxsyvLly6ciRYrY7Gfr1q2Sbk5MtFgsNvVdXFzUtGlTm3q3ql+/frrjudX58+fVpk0bxcbG6ttvv1XFihUdEo+jxs5RcvzSBOPGjdPnn38uHx8flS9fXq+//nqKOu3atVPNmjV19uxZVaxYUfXq1VOlSpVUtGhRnTx5UsuXL9eRI0dUrVo1TZo0yaZtgQIFNHXqVHXr1k21a9dWly5dJElz5szR2bNnNWfOHPn6+mZJXwEAAAAAAJAzFSlS5LblsbGxt20/b948denSRT4+PmrZsqVCQkLk5eUli8WimTNn6uDBg6m2u3VGZ7LkSYaJiYnpjj+1/STv69b9JD8zKa3+FitWzKberdJqczsJCQl69NFHtXv3bn366ad64IEHbLZnJh5HjZ2j5PhE7IEDByRJly5d0htvvJFqnZCQENWsWVMFCxbUM888o99++02LFi3S+fPn5enpqUqVKmnw4MEaNGiQPD09U7R/8sknFRgYqPHjx2vGjBmyWCyqU6eORo4cqWbNmjmzewAAAAAAALmaxcNdLrd50Hl2sng47rk+J0+evG357R72Lkljx46Vh4eHNm3alOJ5RN98841jgnSA5ORlWv09ceKETb1b/XvGanr069dP0dHRGjZsWKrrtmYmnpwmxydiZ86cqZkzZ6arrp+fn6ZOnWrXcVq1aqVWrVrZ1RYAAAAAAOBuFdinj8MeiJWTrVu3TklJSTbLEyQlJWn9+vWyWCyqUaPGbdvv3btXVapUSZGEPX78uPbt2+eUmO1Rs2ZNSdLq1atljLFJrhpjtHr1apt6mTFhwgTNmDFDbdu21VtvvZXt8Thbjl8jFgAAAAAAAMhuu3fv1rRp02zKpk2bpt27d6tNmzYKCgq6bfvg4GDt2bPHZmbntWvXNGDAACUkJDglZnuULl1aERER2rlzp6ZPn26z7dNPP9Xff/+t+++/X6VKlcrUcb799lu98sorql27tr788ssU6+9mdTxZIcfPiAUAAAAAAACyW8uWLTV48GAtWrRIVapU0c6dO/XTTz8pMDBQ77///h3bP/vss3r22WdVq1YtdezYUTdu3NCyZctkjFGNGjXS9bCvrPLRRx+pcePG6tOnj3766SdVrlxZO3fu1I8//qigoCB99NFHmT5G9+7dZYxR7dq1UzzTSbo5w7Vdu3ZZFk9WIBELAAAAAAAA3MG9996rkSNHauTIkfrggw/k6uqqdu3a6a233lLZsmXv2H7gwIFyc3PTlClTNG3aNAUEBKhNmzaaMGGCOnXqlAU9SL8KFSrojz/+0KuvvqpffvlFCxcuVFBQkHr16qUxY8YoODg408e4evWqJCkyMjLV7T169LAmYrMinqxgMcaY7A4iL4mLi5O/v79iY2NzxSLBAAAAyJs6f/yrriZk7GnAnm6umtu/oZMiAoC852651167dk379+9XmTJl5OHhkd3hZLno6GhFRERozJgxGjt2bHaHgyyS3us+I7lA1ogFAAAAAAAAACcjEQsAAAAAAAAATkYiFgAAAAAAAACcjId1AQAAAAAAAGkIDw8Xj1iCIzAjFgAAAAAAAACcjEQsAAAAAAAAADgZiVgAAAAAAAAAcDISsQAAAAAAALgj1knF3cQZ1zuJWAAAAAAAAKQpX76bz3q/ceNGNkcCZJ2EhARJkqurq8P2SSIWAAAAAAAAaXJ1dZWrq6vi4uKyOxQgSxhjFBsbK3d3d7m5uTlsv/kcticAAAAAAADkORaLRYULF9bx48fl7u4ub29vWSyW7A4LcDhjjBISEhQbG6tLly6pRIkSDt0/iVgAAAAAAADclr+/v65evaozZ87o9OnT2R0O4FTu7u4qUaKE/Pz8HLpfErEAAAAAAAC4LYvFomLFiqlw4cLWtTOBvMjV1dWhyxHcikQsAAAAAAAA0iV5vVgAGeeQh3XFxsby1xAAAAAAAAAASEOGZ8ReunRJ8+bN04oVK7Ru3TodO3ZMN27ckCT5+vqqWrVqCg8PV9u2bVW3bl2HBwwAAAAAAAAAuU26E7GHDx/W66+/rq+//lqXLl2SJBUoUEDlypVTwYIFdfXqVZ07d04bNmzQunXrNH78eNWsWVNDhw7VE0884bQOAAAAAAAAAEBOl65E7EsvvaQPPvhAiYmJat26tTp37qyGDRuqTJkyKepeuXJFmzZt0tKlS/XVV1+pW7dumjx5sqZNm6ZatWo5vAMAAAAAAAAAkNOla43Yjz/+WM8//7yOHz+uBQsW6PHHH081CStJXl5eatKkiV577TXt3btXS5culZeXl3766SeHBg4AAAAAAAAAuUW6ZsTu379fBQoUsOsAzZo1U7NmzXT+/Hm72gMAAAAAAABAbpeuGbH2JmEdvQ8AAAAAAAAAyI3SlYiVpBkzZujgwYPOjAUAAAAAAAAA8qR0LU0gSb1795bFYlFwcLAiIiKsPyVKlHBmfAAAAAAAAACQ66V7RuzgwYNVrVo1HTx4UDNmzFCPHj1UunRplS9fXv369dOcOXN08uRJZ8YKAAAAAAAAALlSuhOx7733nrZu3aozZ87o+++/16BBg1S1alXt3btX06ZN0+OPP67ixYurSpUqGjRokL777judPXs20wEePXpU7733nlq0aKHSpUsrf/78Klq0qDp06KCNGzem2iYuLk5Dhw5VcHCw3N3dFRISohdeeEGXLl1KtX5SUpKmTJmiatWqydPTU0FBQeratav27duX6fgBAAAAAAAAwGKMMZnZwblz5xQdHa2oqChFR0frr7/+sm5zcXFRQkJCpgJ86aWXNHHiRJUrV07h4eEKCgpSTEyMFixYIGOMvvrqK3Xp0sVa//Lly2rcuLG2bt2qFi1aqFatWtqyZYuWLl2qevXqafXq1fLw8LA5Rp8+fRQZGakqVaqoTZs2OnbsmObOnSsfHx9t2LBBoaGh6Y43Li5O/v7+io2NlZ+fX6b6DgAAANir88e/6mpCYobaeLq5am7/hk6KCADyHu61ADKSC0z3GrFpKViwoB599FE9+uijun79un788UeNGzdOO3bsUFJSUmZ3r/r16ys6OlphYWE25WvWrNEDDzygAQMGqF27dnJ3d5ckvfXWW9q6dauGDx+uN99801o/OaE7efJkjRgxwloeFRWlyMhINW3aVMuWLVP+/PklSY8//rgefPBBDRo0SEuWLMl0PwAAAAAAAADcvdK9NEFqbty4oXXr1un111/XAw88oICAAHXp0kU7duxQxYoV1bdv30wH+Oijj6ZIwkpSkyZNFBERofPnz2v79u2SJGOMIiMj5ePjo1GjRtnUHzVqlHx8fBQZGWlTPm3aNEnSa6+9Zk3CSlLr1q0VHh6upUuX6tChQ5nuBwAAAAAAAIC7V4ZmxCYlJen3339XVFSUoqKitG7dOl29elWSVLlyZfXu3VthYWFq2rSpChcu7JSAb+Xm5iZJypfvZjdiYmJ07NgxtWzZUt7e3jZ1vb291ahRIy1ZskSHDx9WqVKlJEnR0dHWbf/WsmVLRUdHa9WqVerWrZuTewMAAAAAAAAgr0p3IvbBBx/UunXrdOnSJVksFlWrVk1PP/20NfFaqFAhZ8aZwqFDh7R8+XIVK1ZM1apVk3QzESspzTVdQ0NDtWTJEsXExKhUqVK6fPmyjh8/rqpVq8rV1TXV+rfuFwAAAAAAAADske5E7C+//CIXFxc9+uijGj16tDX5mR0SEhLUrVs3xcfHa+LEidYkamxsrCTJ398/1XbJC+Ym18to/dTEx8crPj7e+jouLi4jXQEAAAAAAABwF0j3GrGPPPKI/P399d1336lmzZq655571KdPH3355Zc6cuSIM2O0kZSUpJ49e2r16tXq06dPti8ZMGHCBPn7+1t/kpc8AAAAAAAAAIBk6U7ELliwQGfOnNGmTZs0adIkVa5cWd9++626deum4OBglStXTr1799YXX3yhw4cPOyXYpKQkPfXUU/rqq6/05JNP6uOPP7bZnjyzNa0ZrMmzVZPrZbR+akaMGKHY2Fjrj7P6DgAAAAAAACD3ytDDuiwWi2rVqqVatWpp6NChSkpK0pYtW7Ry5UpFR0fr22+/1YwZM2SxWBQSEqKIiAhFRkY6JNCkpCT16tVLs2bNUteuXTVz5ky5uNjmke+0puu/15D19vZWsWLFtH//fiUmJqZYJ/ZOa85Kkru7u9zd3e3rFAAAAAAAAIC7QrpnxKba2MVFderU0QsvvKCFCxfq/PnzmjdvnqpUqaL9+/drxowZDgny1iRsly5d9MUXX6T5cK3ixYtr3bp1unz5ss22y5cva926dSpTpozN8gFhYWHWbf+2ZMkSSVLTpk0d0g8AAAAAAAAAd6dMJWIl6fjx4/rqq6/Ut29fVahQQZ07d9bOnTslKdVkaUYlL0cwa9YsderUSbNnz05zvxaLRU8//bQuXbqk1157zWbba6+9pkuXLqlPnz425X379pUkjRo1StevX7eWL168WNHR0WrRooWCg4Mz3Q8AAAAAAAAAd68MLU0gSSdPnlR0dLSioqIUHR1t/fq+MUYWi0U1atRQRESEIiIiHDKTdNy4cfr888/l4+Oj8uXL6/XXX09Rp127dqpZs6Yk6cUXX9QPP/ygiRMnasuWLapdu7Y2b96spUuXql69ehoyZIhN24iICD399NOKjIxU7dq11aZNGx0/flxz5sxRwYIFNWXKlEz3AQAAAAAAAMDdLd2J2GeeeUbR0dH6559/JP0v8Vq1alWFh4crIiJCYWFhKlCggEMDPHDggCTp0qVLeuONN1KtExISYk3Eent7a9WqVRo7dqy+++47RUVFqVixYho2bJjGjBkjT0/PFO0/+eQTVatWTZ9++qnef/99+fj4qH379nrjjTdUrlw5h/YHAAAAAAAAwN3HYowx6amY/GCsSpUqWWe8hoeHq1ChQk4NMLeJi4uTv7+/YmNj5efnl93hAAAA4C7V+eNfdTUhMUNtPN1cNbd/QydFBAB5D/daABnJBaZ7RuzXX3+t8PBwFSlSJNMBAgAAAAAAAMDdJN0P6+rSpYs1Cbt79+50tfn222/tiwoAAAAAAAAA8pB0J2Jv1aJFCx0/fvy2db799ls98cQTdgUFAAAAAAAAAHmJXYnYCxcuqGXLloqNjU11+/fff6/HH39cZcqUyVRwAAAAAAAAAJAX2JWIXbBggWJiYvTwww8rPj7eZtv8+fP12GOPKSQkRFFRUQ4JEgAAAAAAAAByM7sSseHh4Zo9e7bWr1+vLl26KCkpSdLNBG2XLl0UHBys6OhoFStWzKHBAgAAAAAAAEBuZFciVpI6dOigqVOn6scff1Tfvn2tSdjSpUsrKipKxYsXd2ScAAAAAAAAAJBr5ctM4/79++vkyZN69dVXNWPGDOtyBCVLlnRUfAAAAAAAAACQ66UrEXvo0KE0t/Xq1Utbt27VmjVrNHPmTBljbOqXLl0681ECAAAAAAAAQC6WrkRsSEiILBbLbesYYxQeHm5TZrFYdOPGDbuDAwAAAAAAAIC8IF2J2O7du98xEQsAAAAAAAAASF26ErEzZ850chgAAAAAAAAAkHe5ZHcAAAAAAAAAAJDXpSsRa4zJ9IEcsQ8AAAAAAAAAyI3SlYitWrWq5s2bZ9cBDh8+rP79+2vixIl2tQcAAAAAAACA3C5didjQ0FB16dJFZcuW1ZgxY7R9+/bbznA9e/asvvnmGz300EO655579MMPP6hu3boOCxoAAAAAAAAAcpN0PaxrwYIFWrVqlUaNGqXXXntNr7/+ury9vVWzZk0VKVJEAQEBunbtms6dO6d//vlH+/fvlyQVKFBAw4cP14svvigfHx+ndgQAAAAAAAAAcqp0JWIlKSwsTKtXr9bOnTs1Y8YMrVy5UuvXr1dSUpJNvUKFCqlt27Zq3769OnfuLHd3d4cHDQAAAAAAAAC5SboTscmqVKmit99+W5J0+fJlHTt2TGfPnpWnp6eCgoJUvHhxhwcJAAAAAAAAALlZhhOxt/L29lZoaKhCQ0MdFQ8AAAAAAAAA5DnpelgXAAAAAAAAAMB+JGIBAAAAAAAAwMlIxAIAAAAAAACAk5GIBQAAAAAAAAAnIxELAAAAAAAAAE5GIhYAAAAAAAAAnIxELAAAAAAAAAA4WaYSsfPnz1fnzp1VvXp13XPPPdbyXbt26a233tLRo0czHSAAAAAAAAAA5HZ2JWKTkpLUpUsXdezYUd9995327dun/fv3W7cXKFBAr7zyimbNmuWQIGfPnq1+/fqpbt26cnd3l8Vi0cyZM1OtO3bsWFksljR/Dhw4kGq7JUuWKCwsTL6+vvLz81NERIRWrFjhkPgBAAAAAAAA3N3y2dNo8uTJmjdvnvr3768333xT7777rl577TXr9iJFiqhJkyZauHChRowYkekgR44cqYMHDyowMFDFihXTwYMH79imR48eCgkJSVEeEBCQomz27Nnq1q2bgoKC1LNnT0nSnDlz1Lx5c82dO1cdO3bMZA8AAAAAAAAA3M3sSsTOnDlT9erV04cffihJslgsKercc889WrhwYeai+3+RkZEKDQ1VcHCw3nzzzXQld3v27Knw8PA71jt//ryeffZZBQYGavPmzSpZsqQkafjw4apVq5YGDBigli1bytfXN7PdAAAAAAAAAHCXsmtpgj179qhJkya3rVOoUCGdPXvWrqD+rVmzZgoODnbIvv5t3rx5unDhgp599llrElaSSpYsqUGDBunMmTOaP3++U44NAAAAAAAA4O5gVyLW09NTsbGxt61z8ODBVJcByCqrV6/WxIkTNWnSJC1YsECXLl1KtV50dLQkqUWLFim2tWzZUpK0atUqp8UJAAAAAAAAIO+za2mCWrVqacmSJbp27Zo8PDxSbD937px++eUXNW3aNNMB2mvMmDE2rwMCAvT++++re/fuNuUxMTGSpNDQ0BT7SC5LrpOa+Ph4xcfHW1/HxcXZHTMAAAAAAACAvMmuROzgwYPVvn17dejQQZ988onNtr179+qpp55SbGysBg8e7JAgM6JGjRqaPn26wsPDVaxYMZ04cUI///yzRo8erZ49eyogIECPPPKItX7yzF5/f/8U+/Lz87Opk5oJEybo1VdfdXAvAAAAADhC549/1dWExAy18XRz1dz+DZ0UUc7AuOQOd+N5uhv7nFtwbnIfzlnOY1citm3btho+fLgmTpyo4OBgeXt7S5IKFy6ss2fPyhijUaNG6f7773dosOnRvn17m9chISEaNGiQKlWqpObNm2vkyJE2idjMGjFihIYOHWp9HRcXp1KlSjls/wAAAAAAAAByP7vWiJVuzgRdsmSJHnroIXl5ecnV1VVJSUlq1aqVFi9enONmiT7wwAMqV66ctm/fbrN8QPJM2NRmvSbXS222bDJ3d3f5+fnZ/AAAAAAAAADAreyaEZusefPmat68uaNicbrAwEDt2bNHV65csSZMQ0ND9ccffygmJkaFChWyqX+79WMBAAAAAAAAIL3smhE7a9Ys/fnnn7ets337ds2aNcuuoJzh8uXL2rlzp7y9vRUYGGgtDwsLkyQtXbo0RZslS5bY1AEAAAAAAAAAe9iViO3Zs6cWLFhw2zo//vijevXqZc/u7Xbx4kXt3r07RfnVq1fVp08fXbx4UZ07d1a+fP+bCNy5c2f5+/trypQpOnLkiLX8yJEjmjp1qgIDA1OsOwsAAAAAAAAAGZGppQluJzExUS4udi9BayMyMlJr166VdHOmbXJZdHS0JKlx48Z6+umndfbsWVWsWFH16tVTpUqVVLRoUZ08eVLLly/XkSNHVK1aNU2aNMlm3wUKFNDUqVPVrVs31a5dW126dJEkzZkzR2fPntWcOXPk6+vrkH4AAAAAAAAAuDs5LRG7ZcsWFSxY0CH7Wrt2rT7//HObsnXr1mndunXW108//bQKFiyoZ555Rr/99psWLVqk8+fPy9PTU5UqVdLgwYM1aNAgeXp6ptj/k08+qcDAQI0fP14zZsyQxWJRnTp1NHLkSDVr1swhfQAAAAAAAABw90p3Ivb++++3eT1z5kzrjNRbJSYm6siRIzpw4IA6d+6c6QCTjzVz5sw71vPz89PUqVPtOkarVq3UqlUru9oCAAAAAAAAwO2kOxF7a9LVYrHowIEDOnDgQIp6Li4uKliwoDp16qT33nvPASECAAAAAAAAQO6W7kRsUlKS9d8uLi4aO3asRo8e7ZSgAAAAAAAAACAvsWuN2KioKIWEhDg4FAAAAAAAAADIm+xKxIaFhTk6DgAAAAAAAADIs+xKxCY7cuSIoqKidOzYMcXHx6fYbrFYNGrUqMwcAgAAAAAAAAByPbsTsS+88ILef/99JSYmWsuMMbJYLDb/JhELAAAAAAAA4G7nYk+jadOm6Z133lFERIS+/fZbGWPUo0cPff311+rfv7/y5cunTp06aeXKlY6OFwAAAAAAAAByHbtmxH766acKCQnR4sWL5eJyM5cbEhKiLl26qEuXLurcubOaN2+uTp06OTRYAAAAAAAAAMiN7JoRu2vXLrVq1cqahJWkGzduWP8dFhamNm3a6O233858hAAAAAAAAACQy9mViJWkgIAA67+9vb119uxZm+0VKlTQzp077Q4MAAAAAAAAAPIKuxKxJUqU0JEjR6yvy5Urp40bN9rU2bFjh7y9vTMXHQAAAAAAAADkAXYlYhs1aqQNGzZYX7dt21ZbtmxRv379tHDhQo0YMUKLFy9W06ZNHRYoAAAAAAAAAORWdj2sq1u3bjp27JgOHjyo4OBgvfDCC/r55581bdo0RUZGyhijkJAQTZo0ydHxAgAAAAAAAECuY1ciNjw8XOHh4dbXPj4+2rBhg3744Qft3btXwcHBevjhh1maAAAAAAAAAABkZyJ29erV8vPzU82aNa1lbm5u6tixo6PiAgAAAAAAAIA8w641YiMiIvTpp586OhYAAAAAAAAAyJPsSsQWLlxYHh4ejo4FAAAAAAAAAPIkuxKxzZs3V3R0tIwxjo4HAAAAAAAAAPIcuxKxb775ps6ePau+ffvq3Llzjo4JAAAAAAAAAPIUux7W9eSTTyogIEDTp0/X7NmzVaZMGRUpUkQWi8WmnsVi0YoVKxwSKAAAAAAAAADkVnYlYqOjo63/jo+P165du7Rr164U9f6dmAUAAAAAAACAu5FdidikpCRHxwEAAAAAAAAAeZZda8QCAAAAAAAAANKPRCwAAAAAAAAAOBmJWAAAAAAAAABwMhKxAAAAAAAAAOBkJGIBAAAAAAAAwMlIxAIAAAAAAACAk+WKROzs2bPVr18/1a1bV+7u7rJYLJo5c2aa9ePi4jR06FAFBwfL3d1dISEheuGFF3Tp0qVU6yclJWnKlCmqVq2aPD09FRQUpK5du2rfvn1O6hEAAAAAAACAu0muSMSOHDlSn376qQ4ePKhixYrdtu7ly5cVFhamyZMnq2LFivrPf/6jChUq6O2339b999+va9eupWjTr18/DR48WMYYDR48WK1atdL333+vevXqKSYmxlndAgAAAAAAAHCXyGdPo9WrV9+xjouLi/z8/HTPPffIy8vLnsNYRUZGKjQ0VMHBwXrzzTc1YsSINOu+9dZb2rp1q4YPH64333zTWv7SSy9p4sSJmjx5sk37qKgoRUZGqmnTplq2bJny588vSXr88cf14IMPatCgQVqyZEmm4gcAAAAAAABwd7MrERseHi6LxZKuui4uLmrevLkmTZqkKlWq2HM4NWvWLF31jDGKjIyUj4+PRo0aZbNt1KhR+u9//6vIyEibROy0adMkSa+99po1CStJrVu3Vnh4uJYuXapDhw6pdOnSdsUOAAAAAAAAAHYtTTB69Gi1bNlSxhiVL19ePXv21PDhw9WzZ09VqFBBxhi1atVKAwcOVIMGDfTLL7+ocePG2r17t6PjtxETE6Njx46pUaNG8vb2ttnm7e2tRo0aad++fTp8+LC1PDo62rrt31q2bClJWrVqlVPjBgAAAAAAAJC32ZWIfeCBB7Ry5UpNnz5df//9tz777DONHz9en332mf766y/NmDFDUVFR6ty5s9auXatZs2YpNjZWr7/+uqPjt5G8nmtoaGiq25PLk+tdvnxZx48fV5kyZeTq6nrH+qmJj49XXFyczQ8AAAAAAAAA3MqupQlGjRqlhx9+WD179kx1e48ePfTzzz9r5MiRio6O1pNPPqnp06dr5cqVmYn1jmJjYyVJ/v7+qW738/OzqZfR+qmZMGGCXn31VfsCRo7S+eNfdTUhMUNtPN1cNbd/QydFdHdg3NMvp49VTo8PWYvrAc7GNQbAXtw/AMCxuK+mn10zYjdt2qQKFSrctk6FChW0adMm6+uaNWvq9OnT9hwuRxsxYoRiY2OtP7cuewAAAAAAAAAAkp0zYvPnz6+tW7fets6WLVvk5uZmfZ2YmJhi3VZHS57ZmtYM1uRlA5LrZbR+atzd3eXu7m5fwAAAAAAAAADuCnbNiG3WrJkWL16siRMnKiEhwWZbQkKCJk2apF9++UUtWrSwlv/1118qXbp05qK9gzut6frvNWS9vb1VrFgx7d+/X4mJKadQ32nNWQAAAAAAAABID7sSsW+99ZaKFCmil19+WaVLl9bDDz+s3r176+GHH1ZwcLBeeuklFS5cWBMnTpQknThxQlu2bNHDDz/s0OD/LTQ0VMWLF9e6det0+fJlm22XL1/WunXrVKZMGZUqVcpaHhYWZt32b0uWLJEkNW3a1KlxAwAAAAAAAMjb7ErEBgcH648//tDjjz+uCxcuaOHChZoxY4YWLlyo8+fP6/HHH9fvv/+u4OBgSVLRokV15swZvfbaaw4N/t8sFouefvppXbp0KcWxXnvtNV26dEl9+vSxKe/bt6+kmw8gu379urV88eLFio6OVosWLaz9AAAAAAAAAAB72LVGrCQVL15cX3zxhT777DP9888/iouLk5+fnypUqKD8+fM7MkZFRkZq7dq1kqTt27dby6KjoyVJjRs31tNPPy1JevHFF/XDDz9o4sSJ2rJli2rXrq3Nmzdr6dKlqlevnoYMGWKz74iICD399NOKjIxU7dq11aZNGx0/flxz5sxRwYIFNWXKFIf2BQAAAAAAAMDdx+5EbLL8+fOrWrVqjoglTWvXrtXnn39uU7Zu3Tqb5QSSE7He3t5atWqVxo4dq++++05RUVEqVqyYhg0bpjFjxsjT0zPF/j/55BNVq1ZNn376qd5//335+Pioffv2euONN1SuXDmn9g0AAAAAAABA3pfpRGxWmDlzpmbOnJnu+v7+/po8ebImT56crvouLi4aPHiwBg8ebGeEAAAAAAAAAJA2u9aIlaTly5frwQcfVFBQkNzc3OTq6priJ1++XJHnBQAAAAAAAACnsitT+t1336lLly5KSkpScHCwKlasSNIVAAAAAAAAANJgV/Z03Lhx8vT01A8//KD777/f0TEBAAAAAAAAQJ5i19IE//zzjx577DGSsAAAAAAAAACQDnYlYgsVKiQvLy9HxwIAAAAAAAAAeZJdidiOHTtq+fLlunHjhqPjAQAAAAAAAIA8x65E7Pjx4xUQEKAuXbro0KFDjo4JAAAAAAAAAPIUux7WVa1aNSUkJGjDhg1asGCBAgIC5O/vn6KexWLR3r17Mx0kAAAAAAAAAORmdiVik5KSlC9fPpUuXdpaZoxJUS+1MgAAAAAAAAC429iViD1w4ICDwwAAAAAAAACAvMuuNWIBAAAAAAAAAOlHIhYAAAAAAAAAnCxdSxOMGzdOFotFAwcOVMGCBTVu3Lh07dxisWjUqFGZChAAAAAAAAAAcrt0JWLHjh0ri8WiLl26qGDBgho7dmy6dk4iFgAAAAAAAADSmYiNioqSJJUuXdrmNQAAAAAAAADgztKViA0LC7vtawAAAAAAAABA2nhYFwAAAAAAAAA4WbpmxP7boUOH7ljHxcVFfn5+8vPzs+cQAAAAAAAAAJBn2JWIDQkJkcViSVfdwoULq3379hozZoyKFCliz+EAAAAAAAAAIFeza2mC7t27q0mTJjLGKCAgQOHh4erSpYvCw8NVoEABGWPUtGlTtWnTRh4eHvr4449Vt25dHT9+3NHxAwAAAAAAAECOZ1ci9oUXXtC2bds0evRoHT58WCtWrNBXX32lFStW6PDhwxozZoy2bdumN998U3v37tVrr72mo0eP6vXXX3d0/AAAAAAAAACQ49mViH3xxRfVoEEDjR07Vl5eXjbbPD09NWbMGDVo0EDDhw+Xi4uLXnnlFdWrV0+LFi1ySNAAAAAAAAAAkJvYlYhdt26d6tate9s6tWvX1po1a6yvGzRowNIEAAAAAAAAAO5KdiVik5KStGfPntvW2bNnj4wx1tdubm7y8PCw53AAAAAAAAAAkKvZlYht3LixvvvuO82ZMyfV7fPmzdP333+vRo0aWct2796t4sWL2xclAAAAAAAAAORi+expNHHiRK1du1aPP/64Jk6cqEaNGqlw4cI6deqU1q9fr61bt8rb21tvvvmmJOns2bNatmyZnn76aYcGDwAAAAAAAAC5gV2J2GrVqmnNmjUaNGiQ1q1bp61bt9psb9SokaZMmaLq1atLkgICAnTy5MkUD/YCAAAAAAAAgLuBXYlYSapRo4bWrFmjQ4cOadu2bYqLi5Ofn59q1Kih0qVL29R1dXWVv79/poMFAAAAAAAAgNzIrjVi77//fo0aNUqSVLp0aT388MN64okn9PDDD6dIwmaHkJAQWSyWVH/Cw8NT1I+Pj9e4ceMUGhoqDw8PFS9eXH379tWpU6eyPngAAAAAAAAAeY5dM2I3btyoe++919GxOJS/v7+GDBmSojwkJMTmdVJSktq2baslS5bo3nvvVYcOHRQTE6PIyEitWLFCGzZsUFBQUNYEDQAAAAAAACBPsisRW7FiRR08eNDRsThUQECAxo4de8d6n3/+uZYsWaKuXbvqyy+/lMVikSR9/PHHGjBggEaOHKlPPvnEydECAAAAAAAAyMvsWprg2Wef1Q8//KC//vrL0fFkuWnTpkmSJkyYYE3CSlK/fv1UtmxZffnll7p69Wp2hQcAAAAAAAAgD7BrRmzZsmUVHh6ue++9V/369VO9evVUpEgRm0RmsqZNm2Y6SHvEx8dr5syZOnbsmPz8/FSvXj01aNDAps61a9e0ceNGVahQQcHBwTbbLBaLmjdvrk8++UR//PGHmjRpkpXhAwAAAAAAAMhD7ErEhoeHy2KxyBijd955J9UEbLLExES7g8uMEydOqFevXjZl9erV09dff61y5cpJkvbu3aukpCSFhoamuo/k8piYmDQTsfHx8YqPj7e+jouLc0T4AAAAAAAAAPIQuxKxo0ePvm3yNbv16tVLTZo0UdWqVeXj46Pdu3fr3Xff1RdffKEHHnhA27dvl6+vr2JjYyXdfLBXavz8/CTJWi81EyZM0Kuvvur4TgAAHK7zx7/qakLG/kDo6eaquf0bOimi7MV45HycIwAAgMzh8xRyErsSsel5CFZ2GjNmjM3rmjVratasWZKkL774QtOmTdPQoUMdcqwRI0bY7CsuLk6lSpVyyL4BAAAAAAAA5A12Pawrt+rXr58kad26dZL+NxM2rRmvycsMpDVjVpLc3d3l5+dn8wMAAAAAAAAAt7qrErGBgYGSpMuXL0u6+dAxFxcXxcTEpFo/uTytNWQBAAAAAAAAID3sTsQePnxY/fr1U7ly5eTp6SlXV9cUP/ny2bXygdNs3LhRkhQSEiJJ8vT0VP369fXPP//o4MGDNnWNMVq2bJm8vb1Vt27drA4VAAAAAAAAQB5iVyJ23759ql27tj777DP5+PgoPj5epUuXVvny5ZUvXz4ZY1S9enU1adLE0fHe0a5du3TlypVUy4cPHy5Jevzxx63lffv2lXRzrVdjjLX8k08+0b59+/TEE0/I09PTyVEDAAAAAAAAyMvsmrL66quvKjY2VitWrFBYWJhcXFzUq1cvjR49WsePH9eAAQP0119/afny5Y6O946++eYbvfvuu2ratKmCg4Pl7e2t3bt3a9GiRUpISNCIESPUtGlTa/0ePXpozpw5+vrrr7V//36FhYVpz549+v7771WmTBm9/vrrWd4HAAAAAAAAAHmLXTNily9frgcffFBhYWHWsuTZpMWKFdOcOXMkSS+//LIDQsyYiIgItW7dWrt379bs2bM1efJkbdy4UQ8++KCWLFmi8ePH29R3cXHRDz/8oLFjx+r06dOaPHmy1q1bp969e+vXX39VUFBQlvcBAAAAAAAAQN5i14zYM2fOqGLFiv/bSb58NssBuLu7q3nz5lqwYEGmA8yosLAwmwRxeri7u2vMmDEaM2aMk6ICAAAAAAAAcDeza0ZsYGCgLl++bPP6wIEDNnXy5cunCxcuZCY2AAAAAAAAAMgT7ErEhoaGau/evdbX9evX15IlS7Rv3z5J0unTp/Xtt9+qXLlyjokSAAAAAAAAAHIxuxKxrVu3VlRUlHXG65AhQ3Tx4kVVr15d9erVU/ny5XXixAk9++yzjowVAAAAAAAAAHIluxKxAwYMUHR0tFxdXSVJ4eHh+uabbxQcHKwdO3aoSJEi+uCDD9SnTx+HBgsAAAAAAAAAuZFdD+vy8/NTgwYNbMo6deqkTp06OSQoAAAAAAAAAMhL7JoRCwAAAAAAAABIP7tmxCa7ceOG/vnnH124cEGJiYmp1mnatGlmDgEAAAAAAAAAuZ5diVhjjEaPHq0pU6bo4sWLt62bVoIWAAAAAAAAAO4WdiViX3vtNb3xxhsKCAhQ9+7dVbJkSeXLl6nJtQAAAAAAAACQZ9mVPZ0+fbqCg4P1xx9/qFChQo6OCQAAAAAAAADyFLse1nXixAm1a9eOJCwAAAAAAAAApINdidgyZcooLi7O0bEAAAAAAAAAQJ5kVyJ2wIAB+vnnn3Xq1ClHxwMAAAAAAAAAeU661og9dOiQzeu2bdtqzZo1uu+++zR69GjVrl1bfn5+qbYtXbp05qMEAAAAAAAAgFwsXYnYkJAQWSyWFOXGGPXq1SvNdhaLRTdu3LA/OgAAAAAAAADIA9KViO3evXuqiVgAAAAAAAAAwJ2lKxE7c+ZMJ4cBAAAAAAAAAHmXXQ/rAgAAAAAAAACkX4YSsW+88YZefvllJSQkpFnn+vXrevnll/Xmm29mOjgAAAAAAAAAyAvSnYhdvny5Ro8erUKFCsnNzS3Nevnz51dgYKBeeeUVRUVFOSRIAAAAAAAAAMjN0p2InTVrlgoUKKBBgwbdse7AgQNVsGBBzZgxI1PBAQAAAAAAAEBekO5E7Pr169WsWTO5u7vfsa67u7uaNWumdevWZSo4AAAAAAAAAMgL0p2IPXbsmMqWLZvuHZcpU0bHjx+3KygAAAAAAAAAyEvSnYh1cXG57UO6/i0hIUEuLhl6FhgAAAAAAAAA5EnpzpQWL15cO3bsSPeOd+zYoRIlStgVFAAAAAAAAADkJelOxDZp0kQrV67UgQMH7lj3wIEDWrlypZo2bZqZ2AAAAAAAAAAgT0h3InbgwIFKSEhQx44ddebMmTTrnT17Vp06ddKNGzc0YMAAhwSJnMcYoxvnz+v6kaO6cf68jDHZHRIAAAAAAMhqxsjr6kUViDsjr6sXJfIDQJrypbdi7dq1NWTIEL333nuqXLmy+vfvr4iICJUsWVKSdPToUa1YsUKffvqpTp8+raFDh6p27dpOC9wZfv/9d40ZM0br169XQkKCqlWrpqFDh6pz587ZHVqOkRgXp9gFC3Ru9mwlHDpsLXcrXUoFn3xS/u3aydXPLxsjBAAAAAAAzuYRf0V1dq1Xoz9XKjDutLX8jF+Q1lW/X5sq3ie5+WZjhEDOk+5ErCS988478vDw0KRJk/TGG2/ojTfesNlujJGrq6tGjBih119/3aGBOltUVJRatmwpDw8PPfbYY/L19dV3332nLl266PDhwxo2bFh2h5jtLq1ZqyODB8tcu5ZiW8LhIzo54U2dmvyeSn7wgXyaNM6GCAEAAAAAgLOVP7RD3RZ/rPw34mVksdlWMO6MHlk7R602LNCchwZKapg9QQI5UIYSsRaLRePHj1fv3r01Y8YMrV+/XidOnJAkFS1aVI0aNVLPnj1Vrlw5pwTrLDdu3FCfPn3k4uKi1atXq2bNmpKk0aNHq379+nr55ZfVsWNHBQcHZ2+g2ejSmrU63K/fza8YpPY1g/8vM9eu6XC/fir1ySckYwEAAAAAyGPKH9qhp36eIpmbKViLbHMELv//2u3GdT35w3u61KYS+QHg/2UoEZusXLlyuW7G6+2sXLlSe/fuVa9evaxJWEny9/fXyy+/rJ49e+rzzz/X6NGjsy/IbJQYF6cjgwennYS91f9vPzJ4sEJXRbNMAQAAAAAAeYRH/BV1W/yxZIw14ZoWFxklGfIDwK3S/bCuvCw6OlqS1KJFixTbWrZsKUlatWpVVoaUo8QuWHBzOYL0LrhtjMy1a4pd8INzAwMAAAAAAFmmzq71yn8j/o5J2GQuIj8A3MpieNy9OnXqpG+//VZ//PGH6tSpk2K7r6+vChQooEOHDt1xX3FxcfL399exY8fklwf+2mOM0fF27XXj6NGMP/nQYpHFx0cWi+XOdXOAS/E37Grn427XxHL8P8Y9/XL6WOX0+KTcEWNWcuZ4MNaOwTimjbG5M8boJsYhdXfzuOSmvuemWB0lt/U5t8WbGZeuJcjj+jVZUqwKewcWi/KVKKFiC+ZnS36gW+RGXU1IzFAbTzdXffF0AydFlHWyqu938xhLN3OBxYsXV2xs7B1zgbnvne8EsbGxkm4uRZAaPz8/a51/i4+PV3x8vPV1XFycJKl48eIOjjJ7BLi6av09ofY1Nkbm4sV0/p0s+3nZ2S4p/s51kDbGPf1y+ljl9Pik3BFjVnLmeDDWjsE4po2xuTPG6CbGIXV387jkpr7nplgdJbf1ObfFmxn29lXG6MaRIyrp76/YpCRHhuRUPkOyO4Lsk1V9vxvHmKUJMmnChAny9/e3/pQqVSq7Q3IoLwuXCAAAAAAAyBxvF9fsDgHIdsyI1f9mwqY16zUuLk4FChRIdduIESM0dOhQm7qlSpXKM0sTJJ6/oKPNmmV3GAAAAAAAIBf7+8B+uQYEZHcYgMMlL02QHiRiJYWG3vzqfUxMTIo1Yk+cOKFLly6pfv36qbZ1d3eXu7t7inJvb295e3s7PtgsZry85Fa6lBIOH8n4GrEuLrlqjVgAAAAAAJA6Y4zMpUtSRpcXsFjkVqqkfIsXJz+APCkxMf3r45KIlRQWFqYJEyZo6dKleuyxx2y2LVmyxFrnbmSxWFTwySd1csKbGW2oIi+9pILduzknMAAAAAAAkKXOzZp1Mz+QwYlaBZ/sRhIWEGvESpIeeOABlS1bVl999ZW2bt1qLY+NjdX48eOVP39+de/ePfsCzGb+7drJ4uEhpfem6eIii4eH/Nu1dW5gAAAAAAAgy5AfADKHRKykfPnyKTIyUklJSWratKn69u2rYcOGqUaNGtq9e7fGjx+vkJCQ7A4z27j6+ankBx/cvNHe6Wb7/9tLTpki1zywRi4AAAAAALiJ/ACQOSRi/19ERITWrl2rRo0aac6cOfroo49UpEgRffPNNxo2bFh2h5ftfJo0VqlPPvnfX77+fcP9/zKLh4dKffqpfBo3yp5AAQAAAACA05AfAOxnMSajT2DC7cTFxcnf31+xsbHyy4N/8UmMi1Psgh90bvYXSjh02FruVrqUCj7ZTf7t28nV1zcbIwQAAAAAAM5GfgC4KSO5QBKxDpbXE7HJjDFKvHBBSZevyMXbS64BASy8DQAAAADAXYb8AO52GckF5suimJDHWCwW5StQQCpQILtDAQAAAAAA2YT8AJB+rBELAAAAAAAAAE5GIhYAAAAAAAAAnIxELAAAAAAAAAA4GYlYAAAAAAAAAHAyErEAAAAAAAAA4GQkYgEAAAAAAADAyUjE4q50+vRpDRgwQKVLl5a7u7uKFi2qli1bat26dZKka9euaeDAgSpUqJB8fHzUoUMHnTx50mYfhw4dUps2beTl5aXChQvrhRde0I0bN7KjO7mKI8Z+8ODBqlOnjtzd3VWzZs1s6IXzZXactm3bpq5du6pUqVLy9PRUpUqV9P777+eY+M6ePatWrVqpePHicnd3V6lSpTRo0CDFxcU5LEZHxHmrs2fPqmTJkrJYLLpw4YJD48wqjhgPi8WS4uebb75x2FjPnDlT1atXl4eHhwoXLqyBAwc6f2BykMyO48yZM1M9RxaLRadOncqubjmEI66x33//XQ888IACAgJUoEABtWzZUtu2bcuO7jicI8ZnxYoVuu++++Tr66uiRYtq+PDhufKzzZ3G4tNPP1V4eLj8/PzSvKefO3dOTzzxhPz8/BQQEKDevXvr0qVLWdwTx3LEuLzxxhu677775OXlpYCAgKztQCZktu8HDhxQ7969VaZMGXl6eqpcuXIaM2aMrl+/nuNilaRHHnlEpUuXloeHh4oVK6Zu3brp2LFjDo/VERzR32Tx8fGqWbOmLBaLtm7dmmPjDQkJSfE7+s0333RKvJnlqPOzcOFCNWjQQJ6enipQoIDatWuXo+OOjo5O8/PU77//7tTYM8MR52v37t1q27atAgMD5efnp8aNGysqKsrhx9m8ebOaN2+ugIAAFSpUSH379s31v2fTK192BwBkhw4dOuj69ev6/PPPVbZsWZ08eVIrVqzQ2bNnJUn/+c9/tHDhQs2bN0/+/v4aNGiQHn30UeuNJTExUW3atFHRokW1fv16HT9+XN27d5ebm5vGjx+fnV3L8TI79smeeuopbdy4UX/++Wd2dMPpMjtOmzZtUuHChTV79myVKlVK69evV9++feXq6qpBgwZle3wuLi5q27atXn/9dQUFBWnPnj0aOHCgzp07p6+++irT8Tkqzlv17t1b1atX19GjRx0WX1Zz1HjMmDFDrVq1sr4OCAhQixYtMr3vd999V++8844mTZqkBg0a6PLlyzpw4IDzByYHyew56tKli825kaSePXvq2rVrKly4cJb3x5EyOzaXLl1Sq1at9Mgjj+jDDz/UjRs3NGbMGLVs2VKHDx+Wm5tbdnYv0zI7Ptu2bdODDz6oV155RbNmzdLRo0fVv39/JSYm6u23387OrmXYncbiypUratWqlVq1aqURI0akuo8nnnhCx48f17Jly5SQkKBevXqpb9++Dv0dldUcMS7Xr19Xp06d1LBhQ3322WdZGX6mZLbvu3btUlJSkj755BPdc8892rFjh/r06aPLly87/P3hiPMUERGhl19+WcWKFdPRo0f1/PPPq2PHjlq/fr1DY3UER/Q32YsvvqjixYs79Q9sjop33Lhx6tOnj/W1r6+v02LODEf097vvvlOfPn00fvx43X///bpx44Z27NiRo+O+7777dPz4cZuyUaNGacWKFapbt65TY88MR5yvhx56SKGhoVq5cqU8PT313nvv6aGHHtLevXtVtGhRhxzn2LFjatasmbp06aKpU6cqLi5OQ4YMUc+ePfXtt986aXRyEAOHio2NNZJMbGxsdoeCNJw/f95IMtHR0aluv3DhgnFzczPz5s2zlv39999Gkvn111+NMcYsWrTIuLi4mBMnTljrfPTRR8bPz8/Ex8c7twO5mCPG/lZjxowxNWrUcFa42cbR45TsmWeeMRERETk2vvfff9+ULFky0/E5I84PP/zQhIWFmRUrVhhJ5vz58w6LM6s4ajwkmfnz5zt83+fOnTOenp5m+fLl9nYx13PGe+vUqVPGzc3NzJo1yykxZxVHjM3vv/9uJJlDhw5Z6/z5559GkomJiXFuB5zMEeMzYsQIU7duXZt2P/74o/Hw8DBxcXHOC97B7jQWt4qKikr1nv7XX38ZSeb333+3li1evNhYLBZz9OhRR4ecJRwxLreaMWOG8ff3d1yATuTovid76623TJkyZRwQ4f84K9YffvjBWCwWc/36dQdE6TiO7O+iRYtMxYoVzc6dO40ks2XLFscGaxwXb3BwsJk8ebLD43M0R/Q3ISHBlChRwkRGRjopypSc8T66fv26CQoKMuPGjXNQlI7niH6fPn3aSDKrV6+2lsXFxRlJZtmyZQ47zieffGIKFy5sEhMTrWW5/TNZRnKBLE2Au46Pj498fHy0YMECxcfHp9i+adMmJSQkqFmzZtayihUrqnTp0vr1118lSb/++quqVaumIkWKWOu0bNlScXFx2rlzp/M7kUs5YuzvBs4ap9jYWBUsWDBHxnfs2DF9//33CgsLy3R8jo7zr7/+0rhx4zRr1iy5uOTeX5uOPG8DBw5UYGCg6tevr+nTp8vb2zvT+162bJmSkpJ09OhRVapUSSVLllTnzp11+PBhRw1BjueM99asWbPk5eWljh07Oi3urOCIsalQoYIKFSqkzz77TNevX9fVq1f12WefqVKlSgoJCcmqrjiFI8YnPj5eHh4eNu08PT117do1bdq0ybkdcKA7jUV6/PrrrwoICLCZ9dSsWTO5uLho48aNjgo1SzliXHIrZ/XdUZ+rbuWMWM+dO6cvv/xS9913X46b+e+o/p48eVJ9+vTRF198IS8vLwdGaMuR5+fNN99UoUKFVKtWLU2aNClHLgPjiP5u3rxZR48elYuLi2rVqqVixYqpdevWTp0R64z30Y8//qizZ8+qV69eDtmfMzii34UKFVKFChU0a9YsXb58WTdu3NAnn3yiwoULq06dOg47Tnx8vPLnz2/zfytPT09J0tq1a+3aZ26Se/9HCdgpX758mjlzpj7//HMFBASoUaNGevnll61fcT9x4oTy58+fYt2rIkWK6MSJE9Y6tyZhk7cnb0PqHDH2dwNnjNP69es1Z84c9e3bN0fF17VrV3l5ealEiRLy8/NTZGRkpuNzZJzx8fHq2rWrJk2apNKlSzsstuzgqPM2btw4zZ07V8uWLVOHDh30zDPP6KOPPsr0vvft26ekpCSNHz9e7733nr799ludO3dOzZs3d8oafDmRM977n332mR5//HHrh9vcyhFj4+vrq+joaM2ePVuenp7y8fHRL7/8osWLFytfvty9Wpcjxqdly5Zav369vv76ayUmJuro0aMaN26cJKX4emZOdqexSI8TJ06kWMojX758KliwYK79POKIccmtnNH3PXv2aMqUKerXr58DI3VsrMOHD5e3t7cKFSqkQ4cO6YcffnBorI7giP4aY9SzZ0/179/f6V8Zd9T5GTx4sL755htFRUWpX79+Gj9+vF588UUnRW0/R/R33759kqSxY8dq5MiR+vnnn1WgQAGFh4fr3LlzOTbuf/vss8/UsmVLlSxZ0oGROpYj+m2xWLR8+XJt2bJFvr6+8vDw0LvvvqtffvlFBQoUcNhx7r//fp04cUKTJk3S9evXdf78eb300kuSctdnDnuRiMVdqUOHDjp27Jh+/PFHtWrVStHR0apdu7ZmzpyZ3aHleYx9+jhynHbs2KG2bdtqzJgxatGiRY6Kb/Lkydq8ebN++OEH7d27V0OHDnVIfI6Kc8SIEapUqZKefPJJh8aVXRxx3kaNGqVGjRqpVq1aGj58uF588UVNmjQp0/tOSkpSQkKCPvjgA7Vs2VL33nuvvv76a8XExKR4QEBe5sj3/q+//qq///5bvXv3dnyg2SCzY3P16lX17t1bjRo10oYNG7Ru3TpVrVpVbdq00dWrV50bfBbI7Pi0aNFCkyZNUv/+/eXu7q7y5cvrwQcflKRc920APmuk7m4eF0f2/ejRo2rVqpU6depks8ZnTov1hRde0JYtW7R06VK5urqqe/fuMsY4PN7Mymx/p0yZoosXL95x/VhHccT5GTp0qMLDw1W9enX1799f77zzjqZMmZIjZ6s74vOdJL3yyivq0KGD6tSpoxkzZshisWjevHk5Nu5bHTlyREuWLMkVn6cy229jjAYOHKjChQtrzZo1+u2339SuXTs9/PDDNgnSzB6nSpUq+vzzz/XOO+/Iy8tLRYsWVZkyZVSkSJFc95nDLs5eJ+FuwxqxuVfv3r1N6dKl01wDsnTp0ubdd981xhgzatSoFGuT7tu3z0gymzdvzqKI846MjP2t8uoasWmxZ5x27txpChcubF5++eUcGd+t1qxZYySZY8eO5Zg4a9SoYVxcXIyrq6txdXU1Li4uRpJxdXU1o0ePdmqcWSWz5+3nn382ksy1a9cyte/p06cbSebw4cM2dQoXLmw+/fRT+zqXR9h7jp566ilTs2bNLIoye2RkbCIjI1OsRxYfH2+8vLzM119/nZVhZxl7rp2kpCRz9OhRc+XKFetaqb/99lsWRu0cyWNxq7TWrvvss89MQECATVlCQoJxdXU133//vbNDzVIZGZdb5aY1YtNiT9+PHj1qQkNDTbdu3WzuJc5m73lKdvjwYSPJrF+/3kkROlZG+tu2bVubz2qurq7Wz2rdu3fPcfGmZseOHUaS2bVrl5MidKyM9HflypVGklmzZo1Nef369bPk/ye3svc8jRs3zgQFBeW4NZbTKyP9Xr58uXFxcUmRz7rnnnvMhAkTHHacW504ccJcvHjRXLp0ybi4uJi5c+feuVM5EGvEAnaoXLmyLl++rDp16sjNzU0rVqywbvvnn3906NAhNWzYUJLUsGFDbd++XadOnbLWWbZsmfz8/FS5cuUsjz23y8jY380yOk47d+5URESEevTooTfeeCPHxfdvyX8xd/ZsgIzE+d1332nbtm3aunWrtm7dal06Yc2aNRo4cKBT48wqmT1vW7duVYECBeTu7p6pfTdq1MhanuzcuXM6c+aMgoODM93P3Myec3Tp0iXNnTs3V8zeyIyMjM2VK1fk4uIii8VirZP8Ovn+k9fYc+1YLBYVL15cnp6e+vrrr1WqVCnVrl07q0N3uOSxSI+GDRvqwoULNmvjrly5UklJSWrQoIGzQswWGRmXvCajfT969KjCw8OtM/qyctZWZs9TVn3GcpSM9PeDDz6w+ay2aNEiSdKcOXOy5POvlPnzs3XrVrm4uKRYEiWnykh/69SpI3d3d5vPdwkJCTpw4ECWf76z5zwZYzRjxgx17949x62xnF4Z6feVK1ckpfwmjIuLyx0/K9n7PihSpIh8fHw0Z84ceXh4qHnz5hneR67j/Lzw3YUZsTnfmTNnTEREhPniiy/Mtm3bzL59+8zcuXNNkSJFzFNPPWWMMaZ///6mdOnSZuXKleaPP/4wDRs2NA0bNrTu48aNG6Zq1aqmRYsWZuvWreaXX34xQUFBZsSIEdnVrVzBEWNvjDExMTFmy5Ytpl+/fqZ8+fJmy5YtZsuWLSY+Pj47uuVwjhin7du3m6CgIPPkk0+a48ePW39OnTqVI+JbuHChmT59utm+fbvZv3+/+fnnn02lSpVMo0aNMh2fI+P8t4zMbshpHDEeP/74o5k2bZrZvn27iYmJMR9++KHx8vIyzz//vEPGum3btqZKlSpm3bp1Zvv27eahhx4ylStXzrUzEDLKkddsZGSk8fDwyJXXamocMTZ///23cXd3NwMGDDB//fWX2bFjh3nyySeNv7+/02fiO5ujrp233nrL/Pnnn2bHjh1m3Lhxxs3NzcyfPz8bemS/9IzF8ePHzZYtW8y0adOsT4fesmWLOXv2rHU/rVq1MrVq1TIbN240a9euNaGhoaZr167Z1a1Mc9S4HDx40GzZssW8+uqrxsfHx/oZ7OLFi9nVtTtyRN+PHDli7rnnHvPAAw+YI0eO2Hy2ymmxbtiwwUyZMsVs2bLFHDhwwKxYscLcd999ply5cql+eyU7Oeq6vNX+/fuNJLNly5YcGe/69evN5MmTzdatW83evXvN7NmzTVBQUJbN3s0IR52f5557zpQoUcIsWbLE7Nq1y/Tu3dsULlzYnDt3LkfHbczNGaKSzN9//+2UWB3JEf0+ffq0KVSokHn00UfN1q1bzT///GOef/554+bmZrZu3eqw4xhjzJQpU8ymTZvMP//8Y6ZOnWo8PT3N+++/n8Wj5jgZyQWSiHUwErE537Vr18xLL71kateubfz9/Y2Xl5epUKGCGTlypLly5YoxxpirV6+aZ555xhQoUMB4eXmZ9u3bp/igdeDAAdO6dWvj6elpAgMDzbBhw0xCQkJ2dCnXcNTYh4WFGUkpfvbv358NvXI8R4zTmDFjUh2j4ODgHBHfypUrTcOGDY2/v7/x8PAwoaGhZvjw4Q5NGjnqertVbk7EOmI8Fi9ebGrWrGl8fHyMt7e3qVGjhvn444/NlStXHDLWsbGx5qmnnjIBAQGmYMGCpn379ubQoUNZN0jZzJHXbMOGDc3jjz+e1V1wGkeNzdKlS02jRo2Mv7+/KVCggLn//vvNr7/+mh1dcihHjU9ERIT1vtygQQOzaNGi7OhOpqRnLNL6HTljxgzrfs6ePWu6du1qfHx8jJ+fn+nVq1eOTjbeiaPGpUePHqnWiYqKyp6OpYMj+j5jxoxUtzt6XpMjYv3zzz9NRESEKViwoHF3dzchISGmf//+5siRIw6N1REcdV3eypmJWEfEu2nTJtOgQQPrvbZSpUpm/PjxOS5Jbozjzs/169fNsGHDTOHChY2vr69p1qyZ2bFjR46P2xhjunbtau677z6nxepIjur377//blq0aGEKFixofH19zb333mvzecBRx+nWrZspWLCgyZ8/v6levbqZNWtWloyTs2QkF2gxJgeu2J2LxcXFyd/fX7GxsfLz88vucAAAAAAAAAA4SUZygawRCwAAAAAAAABORiIWAAAAAAAAAJyMRCwAAAAAAAAAOBmJWAAAAAAAAABwMhKxAAAAAAAAAOBkJGIBAAAAAAAAwMlIxAIAAAAAAACAk5GIBQAAAAAAAAAnIxELAAAAAAAAAE6W5xKxY8eOlcViSfPnwIEDqbZbsmSJwsLC5OvrKz8/P0VERGjFihVZGzwAAAAAAACAPClfdgfgLD169FBISEiK8oCAgBRls2fPVrdu3RQUFKSePXtKkubMmaPmzZtr7ty56tixo3ODBQAAAAAAAJCn5dlEbM+ePRUeHn7HeufPn9ezzz6rwMBAbd68WSVLlpQkDR8+XLVq1dKAAQPUsmVL+fr6OjliAAAAAAAAAHlVnluaIKPmzZunCxcu6Nlnn7UmYSWpZMmSGjRokM6cOaP58+dnY4QAAAAAAAAAcrs8m4hdvXq1Jk6cqEmTJmnBggW6dOlSqvWio6MlSS1atEixrWXLlpKkVatWOS1OAAAAAAAAAHlfnl2aYMyYMTavAwIC9P7776t79+425TExMZKk0NDQFPtILkuuAwAAAAAAAAD2yHOJ2Bo1amj69OkKDw9XsWLFdOLECf38888aPXq0evbsqYCAAD3yyCPW+rGxsZIkf3//FPvy8/OzqZOa+Ph4xcfHp9hfXFycQ/oDAAAAAAAAIGdKzgEaY+5Y12LSUyuLDRs2zCa5eSfPPfdcqjNab7VixQo1b95cVatW1Z9//mktL1++vGJiYpSQkKB8+Wzz0gkJCcqfP7+qV6+ubdu2pbrfsWPH6tVXX013rAAAAAAAAADylsOHD9s8fyo1OTIR6+Pjo8uXL6e7flRUlMLDw+9YLzQ0VHv27FFsbKx1tmu9evX0xx9/6MyZMypUqJBN/bNnzyowMFBNmjTR6tWrU93nv2fEJiUl6dy5cypUqJAsFku6+5AbxcXFqVSpUjp8+LB1PAHcXbgPAOA+AID7AADuA7ibGWN08eJFFS9eXC4ut38cV45cmiCtB2tlVmBgoPbs2aMrV65YbwyhoaH6448/FBMTkyIRe7v1Y5O5u7vL3d3dpiwgIMCxgedwfn5+3GiBuxz3AQDcBwBwHwDAfQB3q9SWPE3N7dO0ecjly5e1c+dOeXt7KzAw0FoeFhYmSVq6dGmKNkuWLLGpAwAAAAAAAAD2yFOJ2IsXL2r37t0pyq9evao+ffro4sWL6ty5s81asJ07d5a/v7+mTJmiI0eOWMuPHDmiqVOnKjAwUO3bt8+S+AEAAAAAAADkTTlyaQJ7nT17VhUrVlS9evVUqVIlFS1aVCdPntTy5ct15MgRVatWTZMmTbJpU6BAAU2dOlXdunVT7dq11aVLF0nSnDlzdPbsWc2ZM0e+vr7Z0Z0cz93dXWPGjEmxNAOAuwf3AQDcBwBwHwDAfQBInxz5sC57xcXF6eWXX9Zvv/2mAwcO6Pz58/L09FSlSpXUsWNHDRo0SJ6enqm2/eWXXzR+/Hht3rxZFotFderU0ciRI9WsWbMs7gUAAAAAAACAvCZPJWIBAAAAAAAAICfKU2vEAgAAAAAAAEBORCIWAAAAAAAAAJyMRCwy7Pfff9eDDz6ogIAAeXt7695779XcuXOzOywAdgoJCZHFYkn1Jzw8PEX9+Ph4jRs3TqGhofLw8FDx4sXVt29fnTp1Ks1jfPnll6pfv768vb1VoEABPfTQQ9q8ebMTewXg32bPnq1+/fqpbt26cnd3l8Vi0cyZM9OsHxcXp6FDhyo4OFju7u4KCQnRCy+8oEuXLqVaPykpSVOmTFG1atXk6empoKAgde3aVfv27UvzGEuWLFFYWJh8fX3l5+eniIgIrVixIrNdBZCGjNwHxo4dm+bnA4vFogMHDqTaLqPv6927d6tz584KDAyUp6enatSooY8++kisoAc4x9GjR/Xee++pRYsWKl26tPLnz6+iRYuqQ4cO2rhxY6pt+EwAOA5rxCJDoqKi1LJlS3l4eOixxx6Tr6+vvvvuOx08eFBvv/22hg0blt0hAsigkJAQXbhwQUOGDEl1W8+ePa2vk5KS9OCDD2rJkiW69957FRYWppiYGM2fP19lypTRhg0bFBQUZLOPN954QyNHjlRwcLA6dOigixcv6ptvvtH169e1YsUKNWrUyMk9BCDdfD8fPHhQgYGB8vb21sGDBzVjxgyb93iyy5cvq3Hjxtq6datatGihWrVqacuWLVq6dKnq1aun1atXy8PDw6ZNnz59FBkZqSpVqqhNmzY6duyY5s6dKx8fH23YsEGhoaE29WfPnq1u3bopKChIXbp0kSTNmTNHZ86c0dy5c9WxY0enjQVwt8rIfWDs2LF69dVX1aNHD4WEhKTYPmTIEAUEBNiUZfR9/ddff+m+++7T1atX1blzZxUvXlwLFy7Uzp07NWjQIE2ZMsVRXQfw/1566SVNnDhR5cqVU3h4uIKCghQTE6MFCxbIGKOvvvrK+v6V+EwAOJwB0ikhIcGUK1fOuLu7my1btljLL1y4YMqXL2/y589vDhw4kH0BArBLcHCwCQ4OTlfd6dOnG0mma9euJikpyVr+0UcfGUmmb9++NvV3795t8uXLZ8qXL28uXLhgLd+yZYtxd3c3lSpVMomJiQ7pB4DbW7ZsmfX39IQJE4wkM2PGjFTrjh492kgyw4cPtykfPny4kWTGjx9vU75y5UojyTRt2tTEx8dbyxctWmQkmRYtWtjUP3funAkICDCBgYHm8OHD1vLDhw+bwMBAExgYaOLi4jLTXQCpyMh9YMyYMUaSiYqKSte+7XlfN23a1EgyixYtspbFx8ebJk2aGElm/fr1GesggDv67rvvTHR0dIry1atXGzc3N1OgQAFz7do1azmfCQDHYmkCpNvKlSu1d+9ePf7446pZs6a13N/fXy+//LKuX7+uzz//PPsCBOB006ZNkyRNmDBBFovFWt6vXz+VLVtWX375pa5evWotnzFjhm7cuKFXXnlF/v7+1vKaNWuqa9eu+vvvv7V27dqs6wBwF2vWrJmCg4PvWM8Yo8jISPn4+GjUqFE220aNGiUfHx9FRkbalCffG1577TXlz5/fWt66dWuFh4dr6dKlOnTokLV83rx5unDhgp599lmVLFnSWl6yZEkNGjRIZ86c0fz58+3qJ4C0pfc+YI+Mvq93796t1atXKyIiQq1bt7aW58+fX6+99pqk/91bADjOo48+qrCwsBTlTZo0UUREhM6fP6/t27dL4jMB4AwkYpFu0dHRkqQWLVqk2NayZUtJ0qpVq7IyJAAOEh8fr5kzZ2r8+PGaOnVqqutDXbt2TRs3blSFChVS/CfOYrGoefPmunz5sv744w9rOfcNIPeJiYnRsWPH1KhRI3l7e9ts8/b2VqNGjbRv3z4dPnzYWh4dHW3d9m+pvde5NwC5x+rVqzVx4kRNmjRJCxYsSHNNyIy+r29Xv3HjxvL29uY+AGQxNzc3SVK+fPkk8ZkAcIZ82R0Aco+YmBhJSrGeiyQVLVpUPj4+1joAcpcTJ06oV69eNmX16tXT119/rXLlykmS9u7dq6SkpFTvAdL/7g0xMTH6v/buPSjq6/7/+AsBERFQhAQQESR4SbSQVqkWBa0XiAYv8UKdSNSMRhPTKNqapkMV6yCNzSRepmqmatJoKjpJRm3F4hXM0iipWscYY0TQGI2mahADCgjn90eG/brhtqgr8vP5mGFmOee958LM5/CZ9549n/79+1tft2nTRv7+/vXGA3hw1Pf/vro8KytLp06dUseOHVVSUqJvvvlGPXr0kLOzc63xt7fbUB+sDcCDZcGCBTa/t23bVsuWLdNzzz1nU97Y67q+eGdnZ4WGhurzzz/XrVu3rEkhAI7z1Vdfaffu3QoICFDPnj0lcU8AOAI7YmG3a9euSZLN14tv5+XlZY0B0HxMmTJFe/bs0aVLl1RSUqIjR44oKSlJn376qQYNGqTr169Lsm8NuD2u+nVj4gE0vcZe63e6NtT1HtYG4MEQERGhdevWqaCgQDdu3FBhYaFWrFghJycnTZ48Wdu2bbOJb+x1bc/aUVVVZb0PAeA4FRUVSkpKUllZmV5//XVrEpV7AuDe46NFAHjI/XinS2RkpN577z1J0vr16/XXv/5Vc+bMaYqhAQCAJjJ69Gib30NCQvTyyy+re/fuGjJkiFJSUjRixIgmGh2Ae6WqqkqTJ0/W/v37NW3aNCUlJTX1kID/r7EjFnar/oSqrk+jiouL6/zkC0DzM336dElSbm6uJPvWgNvjql83Jh5A02vstX6na0Nd72FtAB5sgwYNUlhYmI4dO2a9XqXGX9f2rB1OTk7y9PS8Z2MHYKuqqkrPP/+8/v73v2vixIlavXq1TT33BMC9RyIWdqvvfJaLFy/q+++/r/PsGADNj6+vrySppKREktS5c2e1aNGizjOaajvfKTw8XN9//70uXrxoVzyAptfQeWw/vnY9PDwUEBCgwsJCVVZWNhjfUB+sDcCDr/oeobS01FrW2Ou6vvjKykoVFhYqNDSU82EBB6mqqtKUKVP0t7/9TRMmTNC7776rFi1sU0TcEwD3HolY2C02NlaStHPnzhp1WVlZNjEAmr+DBw9K+uGriJLk7u6uqKgonTx5UmfPnrWJNcZo165d8vDwUK9evazlrBtA8xMeHq7AwEDl5uZaP4ipVlJSotzcXIWGhqpjx47W8tjYWGvdj1Vf6zExMTbxEmsD0ByVlJTo+PHj8vDwsCZkpcZf1/XFWywWlZSUsA4ADlKdhH3vvfeUmJio9evX1/lwLe4JgHvMAHaqqKgwnTt3Nm5ububIkSPW8qKiItOlSxfTsmVLU1hY2GTjA9B4J06cMCUlJbWW+/v7G0kmJyfHWr5u3TojyUyYMMFUVVVZy1etWmUkmRdeeMGmnZMnTxoXFxfTpUsXU1RUZC0/cuSIcXNzM927dzeVlZUOmBmA+qSnpxtJ5p133qm1fv78+UaSefXVV23KX331VSPJLF682KZ87969RpKJiYkxZWVl1vLMzEwjyQwdOtQm/urVq8bb29v4+vqac+fOWcvPnTtnfH19ja+vrykuLr7LWQKoT33rQHFxsTl58mSN8tLSUjNhwgQjyUyZMsWm7k6u65iYGCPJZGZmWsvKyspM//79jSSTm5t7l7ME8GOVlZVm0qRJRpIZN26cqaioqDeeewLg3nIyxpj7nv1Fs7Vv3z7FxcWpVatW+tWvfiVPT099+OGHOnv2rN544w3NnTu3qYcIoBFSU1P15ptvKiYmRp06dZKHh4e+/PJLZWZmqqKiQq+99poWL15sja+qqtKwYcOUlZWlPn36KDY2Vvn5+froo48UEhKigwcPys/Pz6aPtLQ0paSkqFOnThozZoyuX7+ujIwMlZeXa8+ePYqOjr7f0wYeSmvWrJHFYpEkHTt2TIcPH1Z0dLQee+wxSVK/fv00depUST/scomOjtbRo0c1dOhQ/fSnP9Xhw4e1c+dO9e7dWzk5OXJ3d7dpf9q0aVqzZo2eeOIJDR8+XN988402bdqkNm3a6JNPPlGXLl1s4jds2KCkpCT5+fkpMTFRkrRp0yZdvnxZmzZt0rhx4xz9JwEeOvauA2fOnFHnzp3Vu3dvde/eXf7+/rp06ZJ2796tr7/+Wj179tS+ffvUvn17m/Ybe10fP35c0dHRunHjhhITExUQEKDt27fr+PHjevnll7VixYr78FcBHi6pqalauHCh2rRpo1mzZtV6/MeoUaMUGRkpiXsC4J5r6kwwmp+DBw+a+Ph44+XlZdzd3U1UVJTJyMho6mEBuAPZ2dlm/PjxJjw83Hh5eRkXFxfj7+9vRo4cabKysmp9z82bN01qaqoJCwszLVu2NP7+/mbq1Knm4sWLdfazYcMG06tXL+Pu7m68vb3NsGHDzKFDhxw1LQC1qN79UtfPpEmTbOKLiorM7NmzTceOHY2rq6sJDg42c+fOrXNXSmVlpVm2bJl54oknjJubm2nfvr1JTEw0+fn5dY5px44dpn///sbDw8O0adPGxMbGml27dt3LaQO4jb3rwLVr18zMmTNN7969jZ+fn3FxcTGenp4mKirKLFmyxJSWltbZR2Ov6y+++MKMHTvW+Pj4GDc3N9OzZ0/zl7/8xeabNwDunYbWAdWyU557AuDeYUcsAAAAAAAAADgYD+sCAAAAAAAAAAcjEQsAAAAAAAAADkYiFgAAAAAAAAAcjEQsAAAAAAAAADgYiVgAAAAAAAAAcDASsQAAAAAAAADgYCRiAQAAAAAAAMDBSMQCAAAAAAAAgIORiAUAAAAAAAAAByMRCwAAgCaRnZ0tJycnpaamNvVQmp3Zs2fL19dX169ft5alpqbKyclJ2dnZ93Usu3fvlpOTkzIzM+9rvwAAAM0NiVgAAADcsTNnzsjJycnmp3Xr1goMDNSgQYM0f/58nT592iF9DxgwQE5OTg5p+0F26tQprVy5Ur/5zW/k6enZ1MPR4MGD1a9fP82bN0+VlZVNPRwAAIAHlktTDwAAAADNX1hYmCZOnChJKisr07fffqu8vDwtWrRIixcv1rx585SWlmaTOI2KitKJEyfk6+vbVMNulhYtWiRXV1fNnDmzqYdiNW/ePI0YMUIZGRl69tlnm3o4AAAADyQSsQAAALhrjz32WK1HDFgsFiUlJSk9PV3Ozs5atGiRta5169bq1q3bfRxl83flyhVt3rxZY8eOfSB2w1aLj4+Xr6+vVq9eTSIWAACgDhxNAAAAAIfp16+f/vWvf8nNzU1LlizRuXPnrHV1nRF76tQpTZkyRaGhoXJzc5OPj48iIiI0e/ZsGWMkSU5OTsrJybG+rv6ZPHmytZ1169Zp5MiRCgkJUatWreTj46O4uDjt27evxjhvH8t//vMfDRkyRJ6envL29tbo0aN15syZWudXUFCgF154wTrWRx55RAMGDNC7775bI3b//v1KSEiQr6+v3NzcFB4erpSUFJWWltr999y4caPKyso0btw4u9/z2WefKSgoSO3atZPFYqkx33//+98aOHCgPD095efnp5deekk3btyQJG3fvl19+/aVh4eHHn30Uc2bN0+3bt2q0Yerq6tGjRoli8Wi/Px8u8cGAADwMCERCwAAAIfq2rWrxo8fr/Lycm3ZsqXe2AsXLigqKkrvv/++IiMjlZycrGeffVYBAQFauXKl9QzSBQsWqFOnTtbX1T+jRo2ytjVz5kxdunRJgwcPVnJysp5++ml98sknGjx4sLZu3Vpr/59++qliYmLUsmVLTZ8+Xb169dKWLVs0ePBg3bx50ybWYrHoySef1Jo1a9StWzfNmTNHzzzzjG7cuKFly5bZxK5atUoDBgxQbm6uhg8frldeeUVBQUFKS0vTkCFDVF5ebtffcs+ePZKkPn362BVvsVjUv39/SdLHH3+sfv362dQfPHhQgwYNkre3t6ZPn67g4GCtWrVK06ZN06ZNmzR27Fh16tRJ06dPV9u2bfXnP/9ZixcvrrWvvn37SpL27t1r19gAAAAeOgYAAAC4Q4WFhUaSiYuLqzdu7dq1RpJJSkqylu3bt89IMgsWLLCWLV++3EgyS5curdHGlStXbH6PjY019d3OFhQU1Ci7cOGCCQwMNOHh4Tbl1WORZDIyMmzqkpKSjCSzceNGa9nNmzdNhw4dTIsWLcyOHTtq9HPu3Dnr6+PHjxsXFxcTERFhLl++bBOXnp5uJJk33nijznnczs/Pz3To0KHWugULFhhJZt++fcYYY7Zu3Wrc3d1N165dzdmzZ+uc75YtW6zl5eXl5ic/+YlxcnIyvr6+Ji8vz1pXXFxsHnnkEePj42PKy8tr9H/06FEjyTz33HN2zQUAAOBhw45YAAAAOFxgYKAk6fLly3bFu7u71yjz8fFpVJ+hoaE1ygICAjRmzBidOnVKZ8+erVEfExOjxMREm7Lnn39e0g+7Zatt3bpV58+f18SJExUfH1+jnaCgIOvrt99+W7du3dKKFSvUvn17m7h58+bJz89PGzdubHA+5eXl+t///qdHH320wdi1a9fqmWeeUc+ePWWxWBQcHFxr3MCBAzVy5Ejr766urho7dqyMMUpISFDv3r2tdZ6ennr66ad19epVff311zXaqh5XbXUAAADgYV0AAAB4gCQkJOi1117TzJkztWfPHsXHxys2NladO3dudFsFBQVKT0/X3r17df78eZWVldnUX7hwwXq8QbWf/exnNdqpTqoWFRVZy/Ly8iRJQ4cObXAcBw4ckCRlZWVZjxa4naurq7744osG27ly5YokqW3btvXGvfXWW9q2bZvi4uL04YcfysPDo87YyMjIGmUBAQEN1l24cKFGors6UW5vsh0AAOBhQyIWAAAADnfhwgVJkp+fX71xISEhOnDggFJTU5WZmanNmzdLkrp166Y//vGPdj+kKj8/X1FRUSouLtbAgQOVkJAgLy8vtWjRQtnZ2crJyamRmJUkLy+vGmUuLj/cMlefTytJ165dkyR16NChwbFcvXpVkpSWlmbX2OtSvUv4x2fV/tjHH38sSYqLi6s3CSvVP9/66ioqKmrUVT/gq3Xr1vX2CQAA8LAiEQsAAACHy87OliSbr7rXpUePHvrggw9UUVGhQ4cOaceOHVq+fLkSExMVGBio6OjoBtt466239N1332n9+vWaOHGiTd2MGTOUk5NzR/OoVr0r9fz58w3GVic0i4uL5enpeVd9urq6WhO7dVm7dq3S0tI0Z84cOTs765VXXrnjPhujelwNJdsBAAAeVpwRCwAAAIf68ssvtXnzZrm5uWn06NF2v8/V1VV9+vTRwoULtXz5chlj9M9//tNa7+zsLMl2p2q106dPS5LN+aeSZIxRbm7unUzDRlRUlCRp586dDcb+/Oc/l/R/RxTcjR49eqiwsFDl5eV1xrRr1067d+9Wr169NGvWLC1btuyu+7XHyZMnJUk9e/a8L/0BAAA0NyRiAQAA4DC5ubmKi4tTWVmZfve73zX4Vf5Dhw6puLi4RvmlS5ckSa1atbKWVZ9Jeu7cuRrx1We/WiwWm/I//elP+uyzzxo3iVqMGDFCQUFB2rBhg7KysmrU375T9qWXXpKLi4t+/etf66uvvqoRW1RUpCNHjtjVb2xsrMrKynT06NF649q2batdu3apd+/emj17tpYuXWpX+3fj4MGD1jECAACgJo4mAAAAwF3Lz89XamqqJKm8vFzffvut8vLydOzYMTk7OyslJUULFixosJ3169fr7bffVkxMjMLCwuTl5aXPP/9cmZmZ8vHx0ZQpU6yxv/zlL/XBBx9ozJgxeuqpp9SqVStFREQoISFBM2bM0DvvvKMxY8Zo/Pjxat++vQ4cOKDDhw9r+PDh2r59+13N183NTZs3b1Z8fLyeeuopxcfHKyIiQsXFxfrvf/+r0tJSa3K1R48eWrlypV588UV17dpVw4YNU1hYmK5fv66CggLl5ORo8uTJWr16dYP9jh49WkuXLrUmWetTnYyNi4tTcnKyjDFKTk6+q3nXZ9euXWrXrp1iYmIc1gcAAEBzRiIWAAAAd+306dNauHChpB8eKtW2bVt169ZNf/jDHzRp0iSFhYXZ1c6ECRN08+ZN5ebmKi8vT2VlZQoKCtKLL76o3/72twoODrbGTps2TWfOnFFGRoZef/113bp1S5MmTVJCQoKefPJJ7dy5UykpKfroo4/k7OysX/ziF8rNzdW2bdvuOhErSX379tXhw4eVnp6urKws7d69W+3atdPjjz+uGTNm2MROmzZNkZGRevPNN7V//3794x//kLe3t4KDg5WcnKxJkybZ1WdMTIwef/xxvf/++/r973/fYLy3t7d27typ+Ph4zZkzR1VVVZo7d+4dzbc+Z86cUW5urmbNmmWzaxkAAAD/x8kYY5p6EAAAAADss3btWk2dOlUWi8WuB5fdDykpKVqyZIlOnDhhd9IdAADgYUMiFgAAAGhGKisrFRERocDAQLseFuZo3333nUJCQjR58uT79mAwAACA5oiHdQEAAADNiLOzs9atW6fo6Ghdv369qYejwsJCJScna/78+U09FAAAgAcaO2IBAAAAAAAAwMHYEQsAAAAAAAAADkYiFgAAAAAAAAAcjEQsAAAAAAAAADgYiVgAAAAAAAAAcDASsQAAAAAAAADgYCRiAQAAAAAAAMDBSMQCAAAAAAAAgIORiAUAAAAAAAAAByMRCwAAAAAAAAAORiIWAAAAAAAAABzs/wGhwKNuEUcKWgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -458,7 +458,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 4, "id": "2d6dad34-d50b-4acf-bb44-2fbf3e044086", "metadata": {}, "outputs": [], @@ -494,7 +494,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 22, "id": "d061b189-5ccd-4949-a1b9-f736533e8389", "metadata": {}, "outputs": [ @@ -544,7 +544,7 @@ " 1.122000\n", " 123.072000\n", " 123.072000\n", - " 0.000000\n", + " -2.220446e-16\n", " \n", " \n", " 2\n", @@ -553,7 +553,7 @@ " 3.157187\n", " 79.224000\n", " 83.376000\n", - " 0.208187\n", + " 2.081867e-01\n", " \n", " \n", " 3\n", @@ -562,7 +562,7 @@ " 4.603187\n", " 48.672000\n", " 48.672000\n", - " 0.000000\n", + " -7.194245e-14\n", " \n", " \n", " 4\n", @@ -571,7 +571,7 @@ " 6.162973\n", " 30.000000\n", " 91.512000\n", - " 0.781787\n", + " 7.817867e-01\n", " \n", " \n", " 5\n", @@ -580,7 +580,7 @@ " 6.972973\n", " 72.072000\n", " 72.072000\n", - " 0.000000\n", + " 1.776357e-15\n", " \n", " \n", " 6\n", @@ -589,7 +589,7 @@ " 8.284973\n", " 40.584000\n", " 40.584000\n", - " 0.000000\n", + " -3.552714e-15\n", " \n", " \n", " 7\n", @@ -598,7 +598,7 @@ " 9.605680\n", " 30.000000\n", " 101.304000\n", - " 0.879707\n", + " 8.797067e-01\n", " \n", " \n", " 8\n", @@ -607,7 +607,7 @@ " 11.199680\n", " 63.048000\n", " 63.048000\n", - " 0.000000\n", + " 3.019807e-14\n", " \n", " \n", " 9\n", @@ -616,7 +616,7 @@ " 13.079107\n", " 30.000000\n", " 63.576000\n", - " 0.502427\n", + " 5.024267e-01\n", " \n", " \n", " 10\n", @@ -625,7 +625,7 @@ " 15.124773\n", " 30.000000\n", " 150.000000\n", - " 0.646666\n", + " 6.466667e-01\n", " \n", " \n", " 11\n", @@ -634,7 +634,7 @@ " 16.421773\n", " 118.872000\n", " 118.872000\n", - " 0.000000\n", + " -3.552714e-15\n", " \n", " \n", " 12\n", @@ -643,7 +643,7 @@ " 17.941662\n", " 86.448000\n", " 86.781333\n", - " 0.168889\n", + " 1.688889e-01\n", " \n", " \n", " 13\n", @@ -652,7 +652,7 @@ " 19.161662\n", " 57.501333\n", " 57.501333\n", - " 0.000000\n", + " 0.000000e+00\n", " \n", " \n", " 14\n", @@ -661,7 +661,7 @@ " 20.433747\n", " 37.557333\n", " 78.720000\n", - " 0.441085\n", + " 4.410844e-01\n", " \n", " \n", " 15\n", @@ -670,7 +670,7 @@ " 21.609747\n", " 50.496000\n", " 50.496000\n", - " 0.000000\n", + " 3.552714e-15\n", " \n", " \n", " 16\n", @@ -679,7 +679,7 @@ " 22.742253\n", " 30.000000\n", " 57.960000\n", - " 0.278506\n", + " 2.785067e-01\n", " \n", " \n", " 17\n", @@ -688,7 +688,7 @@ " 23.887253\n", " 30.480000\n", " 30.480000\n", - " 0.000000\n", + " -1.421085e-14\n", " \n", " \n", " 18\n", @@ -704,26 +704,26 @@ "" ], "text/plain": [ - " location t_arr t_dep c_arr c_dep t_stop\n", - "0 0.0 NaN 0.000000 NaN 150.000000 NaN\n", - "1 112.2 1.122000 1.122000 123.072000 123.072000 0.000000\n", - "2 294.9 2.949000 3.157187 79.224000 83.376000 0.208187\n", - "3 439.5 4.603187 4.603187 48.672000 48.672000 0.000000\n", - "4 517.3 5.381187 6.162973 30.000000 91.512000 0.781787\n", - "5 598.3 6.972973 6.972973 72.072000 72.072000 0.000000\n", - "6 729.5 8.284973 8.284973 40.584000 40.584000 0.000000\n", - "7 773.6 8.725973 9.605680 30.000000 101.304000 0.879707\n", - "8 933.0 11.199680 11.199680 63.048000 63.048000 0.000000\n", - "9 1070.7 12.576680 13.079107 30.000000 63.576000 0.502427\n", - "10 1210.6 14.478107 15.124773 30.000000 150.000000 0.646666\n", - "11 1340.3 16.421773 16.421773 118.872000 118.872000 0.000000\n", - "12 1475.4 17.772773 17.941662 86.448000 86.781333 0.168889\n", - "13 1597.4 19.161662 19.161662 57.501333 57.501333 0.000000\n", - "14 1680.5 19.992662 20.433747 37.557333 78.720000 0.441085\n", - "15 1798.1 21.609747 21.609747 50.496000 50.496000 0.000000\n", - "16 1883.5 22.463747 22.742253 30.000000 57.960000 0.278506\n", - "17 1998.0 23.887253 23.887253 30.480000 30.480000 0.000000\n", - "18 2000.0 23.907253 NaN 30.000000 NaN NaN" + " location t_arr t_dep c_arr c_dep t_stop\n", + "0 0.0 NaN 0.000000 NaN 150.000000 NaN\n", + "1 112.2 1.122000 1.122000 123.072000 123.072000 -2.220446e-16\n", + "2 294.9 2.949000 3.157187 79.224000 83.376000 2.081867e-01\n", + "3 439.5 4.603187 4.603187 48.672000 48.672000 -7.194245e-14\n", + "4 517.3 5.381187 6.162973 30.000000 91.512000 7.817867e-01\n", + "5 598.3 6.972973 6.972973 72.072000 72.072000 1.776357e-15\n", + "6 729.5 8.284973 8.284973 40.584000 40.584000 -3.552714e-15\n", + "7 773.6 8.725973 9.605680 30.000000 101.304000 8.797067e-01\n", + "8 933.0 11.199680 11.199680 63.048000 63.048000 3.019807e-14\n", + "9 1070.7 12.576680 13.079107 30.000000 63.576000 5.024267e-01\n", + "10 1210.6 14.478107 15.124773 30.000000 150.000000 6.466667e-01\n", + "11 1340.3 16.421773 16.421773 118.872000 118.872000 -3.552714e-15\n", + "12 1475.4 17.772773 17.941662 86.448000 86.781333 1.688889e-01\n", + "13 1597.4 19.161662 19.161662 57.501333 57.501333 0.000000e+00\n", + "14 1680.5 19.992662 20.433747 37.557333 78.720000 4.410844e-01\n", + "15 1798.1 21.609747 21.609747 50.496000 50.496000 3.552714e-15\n", + "16 1883.5 22.463747 22.742253 30.000000 57.960000 2.785067e-01\n", + "17 1998.0 23.887253 23.887253 30.480000 30.480000 -1.421085e-14\n", + "18 2000.0 23.907253 NaN 30.000000 NaN NaN" ] }, "metadata": {}, @@ -856,13 +856,13 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 28, "id": "6191e5d4-ac20-4b0c-b774-990d780f0295", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -872,27 +872,16 @@ } ], "source": [ - "def visualizeEVplan(m):\n", - " D = m.D\n", - "\n", - " results = pd.DataFrame(\n", - " {\n", - " i: {\n", - " \"location\": m.x[i](),\n", - " \"t_arr\": m.t_arr[i](),\n", - " \"t_dep\": m.t_dep[i](),\n", - " \"c_arr\": m.c_arr[i](),\n", - " \"c_dep\": m.c_dep[i](),\n", - " }\n", - " for i in m.LOCATIONS\n", - " }\n", - " ).T\n", - "\n", - " results[\"t_stop\"] = results[\"t_dep\"] - results[\"t_arr\"]\n", + "def visualizeEVplan(m, results):\n", "\n", " fig, ax = plt.subplots(2, 1, figsize=(15, 8), sharex=True)\n", "\n", - " plot_stations(stations, x, D, ax[0])\n", + " plot_stations(stations, x, m.D, ax[0])\n", + "\n", + " # mark stop locations\n", + " for i in m.STATIONS:\n", + " if results.loc[i, \"t_stop\"] > 0:\n", + " ax[1].axvline(results.loc[i, \"location\"], color=\"k\", ls=\"--\", lw=1.5)\n", "\n", " # plot battery charge\n", " for i in m.SEGMENTS:\n", @@ -909,11 +898,6 @@ " cv = [results.loc[i, \"c_arr\"], results.loc[i, \"c_dep\"]]\n", " ax[1].plot(xv, cv, color=colors[1], lw=3)\n", "\n", - " # mark stop locations\n", - " for i in m.STATIONS:\n", - " if results.loc[i, \"t_stop\"] > 0:\n", - " ax[1].axvline(results.loc[i, \"location\"], color=\"k\", ls=\"--\", lw=2)\n", - "\n", " # show constraints on battery charge\n", " ax[1].axhline(c_min, c=colors[2], lw=3, label=\"minimum charge\")\n", " ax[1].axhline(c_max, c=colors[3], lw=3, label=\"maximum charge\")\n", @@ -930,7 +914,7 @@ " plt.show()\n", "\n", "\n", - "visualizeEVplan(ev_plan(stations, 0, 2000))" + "visualizeEVplan(m, results)" ] } ], @@ -950,7 +934,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.2" + "version": "3.10.10" } }, "nbformat": 4,