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Literate.jl/dev/generated/example.ipynb

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{
"cells": [
{
"outputs": [],
"cell_type": "markdown",
"source": [
"# **7.** Example\n",
"\n",
"This is an example generated with Literate based on this\n",
"source file: [`example.jl`](https://github.com/fredrikekre/Literate.jl/blob/master/examples/example.jl).\n",
"You are seeing the\n",
"generated notebook output. The corresponding markdown (html) output\n",
"can be found here: [`example.html`](https://fredrikekre.github.io/Literate.jl/latest/generated/example.html),\n",
"and the plain script output can be found here: [`example.jl`](./example.jl)."
],
"metadata": {}
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"It is recommended to have the [source file](https://github.com/fredrikekre/Literate.jl/blob/master/examples/example.jl)\n",
"available when reading this, to better understand how the syntax in the source file\n",
"corresponds to the output you are seeing."
],
"metadata": {}
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"### Basic syntax\n",
"The basic syntax for Literate is simple, lines starting with `# ` is interpreted\n",
"as markdown, and all the other lines are interpreted as code. Here is some code:"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "2//5"
},
"metadata": {},
"execution_count": 1
}
],
"cell_type": "code",
"source": [
"x = 1//3\n",
"y = 2//5"
],
"metadata": {},
"execution_count": 1
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"In markdown sections we can use markdown syntax. For example, we can\n",
"write *text in italic font*, **text in bold font** and use\n",
"[links](https://www.youtube.com/watch?v=dQw4w9WgXcQ)."
],
"metadata": {}
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"It is possible to filter out lines depending on the output using the\n",
"`#md`, `#nb`, `#jl` and `#src` tags (see Filtering Lines):\n",
"- This line starts with `#nb` and is thus only visible in the notebook output."
],
"metadata": {}
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"The source file is parsed in chunks of markdown and code. Starting a line\n",
"with `#-` manually inserts a chunk break. For example, if we want to\n",
"display the output of the following operations we may insert `#-` in\n",
"between. These two code blocks will now end up in different\n",
"`@example`-blocks in the markdown output, and two different notebook cells\n",
"in the notebook output."
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "11//15"
},
"metadata": {},
"execution_count": 2
}
],
"cell_type": "code",
"source": [
"x + y"
],
"metadata": {},
"execution_count": 2
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "2//15"
},
"metadata": {},
"execution_count": 3
}
],
"cell_type": "code",
"source": [
"x * y"
],
"metadata": {},
"execution_count": 3
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"### Output Capturing\n",
"Code chunks are by default placed in Documenter `@example` blocks in the generated\n",
"markdown. This means that the output will be captured in a block when Documenter is\n",
"building the docs. In notebooks the output is captured in output cells, if the\n",
"`execute` keyword argument is set to true. Output to `stdout`/`stderr` is also\n",
"captured."
],
"metadata": {}
},
{
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"This string is printed to stdout.\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": "4-element Array{Int64,1}:\n 1\n 2\n 3\n 4"
},
"metadata": {},
"execution_count": 4
}
],
"cell_type": "code",
"source": [
"function foo()\n",
" println(\"This string is printed to stdout.\")\n",
" return [1, 2, 3, 4]\n",
"end\n",
"\n",
"foo()"
],
"metadata": {},
"execution_count": 4
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"Both Documenter's `@example` block and notebooks can display images. Here is an example\n",
"where we generate a simple plot using the\n",
"[Plots.jl](https://github.com/JuliaPlots/Plots.jl) package"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "Plot{Plots.GRBackend() n=2}",
"image/png": 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Ze/yM4e5ZQWn03ZfKdt+Sk4dl5wwTEXpsjmZXKL8CgYOPtHI/MBJi2RI5/GLplTfn5FGlu2+JHH4p058KJODFafX30lNbXB8C8IeGMxQW7AbCkp3XJYaPqbFwRj/12Gn1w1vJpupklvGHbdxjZwx3z4bk2BDwwmYqI5Zj6blKmj6rLMxl9FM/HqH3buHMOWoH/YNW7jFjV5QVkm9cXQya23bm5Gnmtp3qYkD2TWT0U0+cVW9r4CrEnJgAf9hGfjKiKoY7FArsBkLOUmbuuCx2/PWMfuonZ+lHsq2NXs2+OjIdNRJi2RA9eiid2QJpQgSxZNs1sfdeyeinfnxG/XAuTgAprqgmHIHDs4YzZEzs6Culu27MmaoyISW7bowefTmjH/rxiPqR1pw1/7VVkCYrOeQxnKFAYDcQAkDJrr0ZrX1HZimlcHkm4qLrwxP40Bbup2cNd88QSmOblkRYQcmuvRldE54J0ckIvTETcdENuX8r+alRO5o5sfdeKdm12TKZ5ZRetjd6NIOVwR+Dd2fpHU25XO7u38oZGtwFA9uBsOeq5NkBNZpudvSJs+qHtuRY8eFDW7gnzhrunhnJ0QGutFyozaXmhbl9p+yfTF92+Wej9O4Wjs+pO3xoC/eEsSvKEMk7pibjJndnDp9pau6kiZjkHU/z80+OqXc0cesP4M2UD20hvxgzsqNpoShKV1cXthXrwXQgJOYSc/vO9GtHfz5K78u1DOB1TuKJ0pFFw98zIHbs1ZId1+X2mYQXSnqvjh1/Lc3P/3xUvS+T8QLpsKOScASOGtN6MyF27NWSHdfneNocISU7r8vAGc6q97XkeIvcbCXuMmJM692QRx999Nprrx0aGsI2ZD2YDoQAULLjutiJtK4JB4I0KkNGQ5fSgSdwVzP3i1HD3TMgdvKNnAdCALDsuC524o10PjkVoacXcpwXTXFPC/nFqJEhyIDYiTdKtl+T88eW7Lgunt7KEEzCm376/pzmRVPc08L9wtDcWManP/3pb3/726k/f+pTn/rWt74FADt27PjKV76CatfGMCe6vQJL71XBn/0TlZJE3KBD/qkxeqBZkyHHB5q5h48pf76d9U0DI0ieUaBUrN+S8ydbOi8P/ODv1Gh4w/kDvxyndzZlMHY1fe5u5j77mvLfr8j9kwsSJeBXgjPmLb05f7J5S68c8CvBGd5es/4nfzWh3ljHlWmw1B1oJh/4tfqdPbl/cna8MEV1E8V9XwP5XM/Kf2D33Xffgw8++MUvfjGRSDz11FMPPPAAANx00036mLQZWA+EXGm52Lg1ceo9S89V63/y6TH1v1+hyeCkm+vJH/yWziWgalOzgIqF2Mk3LNs0WRuIaDK374gPvF16xQYdaU+Pq5/MRR/9avbUEk+Mjoep25hMkgaxvrcsPVeBFvMEOM7Sc1Xs5JsbSro/PU4PNGvyy+p1EJ7A8Xm6I/Nxb1rQboM/6tDJkpa1/P/mm2/+6Ec/6vP53n777V27dtXX1+tjzOZhPRACgKV3T+zkm+sHQn8MBoKapMIAwMLDTXXcrybUj7YZh8KNife9bbvz4xo93NK7J9731vqBMCLDa176+M2a/LI4Anc2cb8cp5/rYWLtY5x431tle96v0cNLeq+KvPnr9QOhrMJvJtVvXZ2j/sFV7G8mvxxnJRA2Wwnu5DiTyfSBD3zg6aefPnTo0Ec/+lFESzIlD1b2kp6r4v3vAF3vlu65SfWWBs6k2d/mA27y7IRxTbgxaiQke8dMW7dp9HxLz+744BFQlXU+88KUelUtyVXr9GrubCLPTBg3QxtDk/HESJ+5c5dGzzd3XpE820+TiXU+85qPbi0ndaUamQAfaOKeNZxhGR/60Id++MMfPv/88/fccw+2LRmQB4FQcDYRQZC8Y+t85leT9M4mDbdCdzaR30wapdIbEx84bO7YRQStohBfUclXOhOjg+t85lcT9E4NKiOWuK2Be81LY9kIwhcXiVPHTO5OzlKm0fM5S6nY1JE49d46n/nVpKrpyrDXRfoCdG69WFxcvO9973v33XdvvvnmiooKbFsyIA8CIQBYunfHBy45hEyh8Pyk+v5GDd29vpQ0WcnbhszuRsQHDlt6dmv6ipLu3YlLOwMAPDdJ79DSGWwm2FVtqIpsTHzgHUv3lZq+wtJ9ZXzw3XU+8KuJHPfRr8DMw7467jeTxqHwHBaLpaenZ3VelK6b0kMnXwLhlesEwrdnaGNZDkbtrM/7G8mvDXdfH0rjQ0csXdqWVJq7r1xnNOtAkBICXXZtneGORu7XU4YzbEB88F09AuHAO5f67nSUTkfp7hodVgamV3ndkCTpyJEjExMTt912G7YtmZEfgdDctiM5PnSpiXS/maS3a3kCSHF7I2e4+/okJ0/zVtuG5eybxNzSJc951HBwze/+ZpLe1qCDMxhr3wbIs9NUSoquZk3fIta1UFmSZz1rfvc3k/SW+hyrC63m9kbymynV8AYA+OUvf3nHHXf84z/+o8m06Xmw+pIfgZCYLCZ3R+LMiTW/+/yUeluj5n+Ra52kP0DnjcuAS5MYfNfcebnmr+F4c+uO+NDRNb/5mylVh0C4s4rMJ+h42Fj9Lkl88Iil8/IcC8qshaVj16Wyo89P0du03yJvKSdlAjkxbzgD3HvvvT6fL7/KZFLkRyAEAHPHZfHhNW7FQxIcn6fXOTV3dxMH17vIS9NGQuySxIeOWHQIhADmzl2J4TUCYVKFV7305nrNvZoA3FLPPT9lrH2XJDF0RI9dEYC5Y21noAAvTKu35mI06Ya8r4EYzpDX5E0gtHRenhg6svrrh6bVPbUkt3K6l+LWBu7FacPd14YmE8mJU+ZWrRonlmPpvHzNE+GbftppJw5ddA9ubSAvGM5wKVQ1cea4ueMyHV5l7tiVOH0M1JU71OPz1G4i+uge3NpAXjS2yPlM3gRCU2O7sjCnhAIrvv7iNL1F+xNAilvqiREIL0Vi5KSpoZWYS3R4l1DTAByRZ6ZWfP3FKfUWXU4AAHBLPXlp2rgZWpvkxDBvq+bLHTq8i69w8BVVycnTK77+4hTVzRn21XGvealkhMK8JW8CIXCcuXV74vSxFV9+aZrerJe7b68kC0k6ETFWvzVInDqmzwkghaVtZ3xVQkzPXVGzlVSIpC9gOMMaJE4dM3do1Ue/mjVT5S9Nq7qtDJVmaLcZ7VVr89RTT23bts1ut+/du3d4eBjbnLXJn0AIYG7fmTh9fPlX/DGYitIcTuJdHwKwr477rXEoXIvEqWPm9p26vW61M0RkOKbLbfESN9UTwxnWJHHqmKVDR2doW+kMsgqv+ui+Ov3Wt5vryUuGM6xifHz8ox/96L/8y794PJ677rrrj//4j7EtWpt8C4QX18sc8qg3uDQvj17OTXVGJ/UaqPGo5Bs3Nes3e9PcvjNx6vhy4b1XvfSKalKio3qu4QxrQhU5OTaonczeasxt25OjA1S5IPbz7ixtsZJqi24mwE113CFPsedGV49hGhkZ+fCHP3zNNdeUlJR84hOfYHYqYR6Ibi8huprVeFRZmONtVamvvOyl+7QR2r4UN9aRR44Xu7uvJjnSZ2ru1E5ZbTW8vYazlEi+CdHlTn3lZY+qszPsq+P+8+uSSnmOCcllVpDGh4SaRq5kg1FZOYQrsfLV9dLEKVNLd+orL3vpPr3yoimuc5H7X6IJBcy6FO6tSXJ0IHrkkD7vMrV0l16+b8UXV49hqq+v37dvHwAoivLVr371/vvv18e8TMmnQAiEmFu3JU4fL73i3ICrQ9P0U9pM27kUXXYSlY0pPCtJnDlubt2h80vNbTsSp49fCIRe+rdX6roI1ZVCtYX0Beh2NoYPMELi9Alz23adX2pp25E4fXwpEB7yqH/apevKUCFCt528PUNvcKE5A7GUCdU6TT7irfbVX7zUGKYXXnjhr/7qr2677ba//du/1ce8TMmrQAhgbt2eOHMiFQhn4uCJ0Z1VurodAdjr4l720o+1GWvfBRKnT9ju+pTOLzVv3RYfPAzXfxAAojIcn6d7NBbTWs3eOvKy1wiEF5E4c6JsoxmBOcfUuj3y+jPlt94PAAqFN3z03/fpfe+z10Ve9mAGQtHlXtoXorB6DBOl9K//+q9fe+21xx9/vKOjA9G29cmnO0I4HwhTf/6dV722luh5QZjixjryO69xM3QBmohJ3jGTu1Pn95radiTOnEz9+U0/vaxK1wvCFHtdhjNcjKokRwfNW3M/kn59zK3bkmcHUvO53pujjWVE/zHaN9Zxv/MW+73JijFMr7/++pNPPvn000/X19eHw+FwOIxt4NrkWSAU67eooUBKZ/IVL73BhWD/DS7yilEisYzk2KCpYSsR9VYXFCqdwPEpnclXvOoNOtaLLnGDixhr33KSU2f4ylqutFzn93Kl5by9Ojk1AudWBgRnuM5J3vRTubjdYcUYpkOHDg0NDTkcjvLzYBu4NnkWCIEQ05buxEgfALzqpddjuPs2B/HHqW9tAfBiJDHSp2eJ4HLMW3tTGYLfeen1GLuiZisROTK8YGyMzpE8c1L/42AKc+v25AVnQFgZHGZoKSdH54raGVaMYfrSl75ELwbXvEuRb4EQwLylNznStyjB0AK9Uq8OwuVwBK6tJa/5invjt4zEmZNmpEBo2tqbHOmTVHhnhl6LcSIEgOud5FUfo/+89ScxchJrV2Ta2pM4208BXvOpWBd117uK2hmMMUz6YWrdlhjpe9NPd1URrErl61zca0Xs7hehKsnxIdOWbpSXm7f0JkZOvjdHt5QTO9Lgl+td5DXjmjAFpYmRfrQT4dZtyZG+UwvUwpOmMpxAeJ2TFPPKYIxh0g9TU4fkHXtrKqanhsgKrnOSV421DwAAklNnhEqnnk1jyxHrWtTwwuGxIEoqLEWRr33LkWeniWjSeiDlpeAdtcALR4cnr0ddGV4r4jtjYwyTfhDRJNZv8Z0avs6JZvzuatIXoFF5408WPMmRPqy8KAAAIaaWLv9Q/7W1aGvfNgfxxuhsHOv9DJE4i3YcTGHe2jM71I+VJAeAZisROHImZGyM8oz8C4QAYNrSY5nuvwbP3UsE2FZJDs8a7g6J0YGlLmYUTC09pknMtY8jsKeWvOEv3nPAEkkGnEGYHEB0BgC41kle9xsrQ56Rl4HQU911dWxQ/z6h5VxbS94wEmIAybP9pq09iAYEXd07wgNbyjHXvmtqudcNZ0ilB7ZgOkO8oac9OLADVd/AWBnykbwMhG9auneEBwG1EvcaJ3mj6Pd9SnCWyrJQVYdow1vmjq7Y2eWCy/pzreEMAGo8Igf8Yv0WRBveEVqaJD9JRBFtMFaGfCQvA+GhsIOYLfLsNKIN1xjZMIDk2X4zUr3oEq8GLFFbnTR1BtGGq2rIkdli76ROjg6amtqBw9OcBnhzlgtWtSbHBhFtuKyKnA7RsIRogkHG5GUgfMtP+ebu5OgAog2NZcTEkZHFot76JccG9Ry9tCZv+qnQ1JUcxVz7bCZwW8mJ4h7Sy4gz8M09uM5g4mBnJTk8h2iCQcbkmeg2AMwnwBujNW3dydHB0t23Ilqyp5a86adbUW+ncEmMDdo+8EeIBsQV6AtQV1d38tQRgAOIlqScYZe+EvBMkRwbLLvmDkQDVApvz9CGbV3Jw79CNAMA9tSSt2boLu3lr7/73e/abDbNX6MvHo9H/5fmXyB8e4ZeWU3MW7oCh1/AteTqWvKWn/5BK64VaFBFlqbPmpraEW04Oke77KR8S9fs848hmgEAe2rJ77z0PyHnifGgNDk25PjwnyOaMLRAqy2kuq3b97PvAKVA0DYle2rJ94fhMxoHwh/96Ee/+MUvIpGItq/Jiug7L1i27cm6vfjjH/94bu3ZkPwLhG/61T21RGxolf2TNJkgJrTi0atryBNni/deSJoeEapcxFyCaMObfrqnlgi1jWpsUQ0vcFa03fHVNeQbRTyxWZ6dJmYLX+FAtOENP91TS/gKBzFZ5DmPbpP5VnN1Lfnc65q/5YYbbgKQw8sAACAASURBVLjhhhs0f03mqOEF74Nj9f/fPyPuRTIl/+4I356hV9UQIoiiq1maOo1oyRXV5OQ8TSiIJmCSHBvCbRoDgHdm6FU1BAgxuTuT40OIlvQ4iCdKAwlEEzBJjg2Zm9lwBgBTc2dyDNMZmsoIT2AimjdhILckxwZN7s48ioKQd4GQpty9lgMAU3NnAtXdSwXosJFj80VaIpEcGzK5kSdtvuU/v/a5O3DXPp7A5dXknWLVWEiOD4nYzvD2UiB0d+IWjgLAlVVwNJh/+backBzHXxkyJc8C4dlFWsITVwkAgMndKaEeAgDgqhry9kzRrn3DuFWCs3GYT9BO+/lDAAPO8E5RO4Pek5mXE5NhKEgvq1pyhmFEYwBgdzUcDWB2kiCSHBtCrx/OlDwLhG/76VXnVSVNzZ3JMWx3L9a1T41HlOCM6GxCtOGdGXplzbn8i9jUmRwbwtVYKFpnoIoseUZNjW2INrw3T7vt58bRmJo6JM8orsbC7mo4UpyBkNLkxCn09ECm5FsgPJ/9AAChpkGNLqqREKI9RXsIkCZOmRrbcLunlzsDX+Eg5hJ5zotoz1U15K2i1FiQps8KVS5isiDa8JafXn1+i0xMZqHSKXtGEe25shpOBHml+NYGec5DzBa+HLNsKgvyLBAenqW7z699QIjY1JacOIVoT7edTEZoqPhUJFi4IDw8qy6fzGxqak9OYGYI3FZCAaYiRbf4SePDJjdmXhQA3p29aEy3yY2cHbWZoNZCB4NF5wzJ8WFTE7IzZEE+BUKFwntz9PKq5WtfB667CxzsqCRHiq9EIjlxWkTtIASAwzP0yprla1+HhLorAoAri7JeJjkxjNtOCgCHZy9yBtHdjn5NeJldKcIBNdLEKZMb2RmyIJ8C4WCQ1pcS27LRxyZ3B3q9zO6aYpzHJE0M454IJyMUAJYPIje5kXdFAHBlDTlcfKly9DuhkARTEdptv9gZsHdFuxxKUTrDsKkpzy4IIb8C4YpNH6ROhNjufmV10V0TqpGQGo/gDp1Y7QxiY7s0eRq3XubKau7dItsVUSkpz0yLdS2INhyZpTurCL/MHcT6rfLMFJWSeEbBZXal6NIDlEqTZ8QmzLKp7MirQDhz0TUAAPCVtVSRlQVMgdsrqovuEJAcHxYb23AbZt+dpVdc7AxcqZWz2mX/JJZJkDoRFtnaJ02NiE43EUREGw7PrlwZCC+IziZpagTLJADYZlNOzlOpmMqnJP8EZ7VnrayGSF4FwlVrHwCYGtukScxDYYeNzMaLS1IkOY6f/Tg8s5YzNLUnUZ3BVQJmnoyFiygWJieGRew7oTWdQcQunioTaLOV9BXTTBJpfDgfLwghjwKhrMKJ+XMNs8sRm9qTE5hCaxyBy6pIUSXEpMlT6MUR785eVDaVAt0ZoPgyBNIEG86w5hYZ+97kiuriWhmSE6fERiMQakl/kDZZSfmqBIypqR39mvDyanJkrpjcffKM2Ig5dGM8THkCDWWrT4RtEna9zOVFtitKpjpK8QgmwRejnba1dkWTyLuiYlsZpMkzpjy8IIQ8CoSrrwFSiI1tEra7F9W+T42EaCLKWqVMCrGhLTl1Brde5vJqKJ61jyYT8pxHcDUj2vDuLL3s4kqZFGL9Fnl2miYxLy2KamUASpNTZ8QGIxBqyXtza089FSqdVJaUUEB/k5a4vLqIWgmTE6fEhlbcSpmjl3AGrtTKY9fLXF5VRM4gec4KtU24lTKXcgbCC0Jto+Q5q79JS1xWRU7OU7k46mVk/yRfbudK869SBvIoEB5Z6xoghQn7UNhpI94YXcAs1dYPFu6EjqxVNpVCbGzDTYg1pEbwFIe+TJIBZzi63sqAnB0tF6HJSgaKQ18mOXkKXWQja/IjEKoUjq9VKZNCbGzFdXeewI5KcrQ4EmLJyTMi6p0QXPoQAACmxlZp6ozO9qxgV9FkCKTJ07i3xQBwZG6NsqkUYmObNIntDFXFck0oTZ4xNSA7Q9bkRyAcWqDOEmI3rf1dsaEV/Zrw8qpiCYTS1GmxYSuiAdNRmlTAbb30iRC7cLR4nCE5ecaEeicUlmA8TLvsl94Voa8M1UXkDKIRCDXl6Nwlj4MAYGpqZ+EQcLQIDgFqPKosBsVazOlL783BpVJhkCocnULWl9lVRY7MIr5fJ6giy/4JsX4Log3H5uk2BxEvsYyJ9Vsl3wTuPKZdVUWxMgCl0hRyMflmyI9AeKlKmRRCdb0SXlCji3qatIJdxXEIkCZPi/Vb2KyUScFZ7UQ0K4EZPU1aQZEcAmTPmFDpIiYzog3vrbtFJiYz76iVveN6mrSCy6rIsXnUfZkuyPM+IprybvrSEvkRCNdf+4AQU8NWXDmlXgcZWaQxzK2nHkhT+NcA66cHAEBsaE1OYSbEWspJWKIzcUQT9CDJwAlgg5UBwNTYlkRNF1WZwWYiZ0IFHgqlqRH00oHNkB+BcP19H6SuCVHd3cRBh42cLHQ5JRYqZdZPDwCAqaEVd1dEAC6rIu8V+qFQmsK/E0pjZdiKf29SFM5w2oS9K9oMeRAIJyJUIFBXut5nxIbWJOraB8WRHZUmkd09JIEvRttXyYgsR2SgRKIoAuHkGVxnkFQYCNIdlRucCFkoHC34lSE5ma+t9CnyIBBuuOkDNvZ9Bb/2UVmS5zyC041ow7E5us2xhozIcljYFRW8MwCl0vRZsR6zfnggSJutpFRY7zNiw1Zp+ixu8dRlVXCssJ0hlRptwCyb2iR5EAiPzsH6qTAAEOta0MeP7awkx+YL2d1l75hQXU/ES3Sx6MKGd0IAIFS5aCyiRkL6mLQmBR8I5TkvKSnjyioQbUjHGbiyCmIuked9+pi0JjsryXvziO/XHDUSovGoUOnCNiR78iAQHpujOzdydyKIQnW97MMsD9tZRU7MU7VwV7/k1AhurTyk5wxAiFi/RZrGPBT22MlouJCLp6TpEdzjIAAcn98gL5pCxK6kay4nUbmQi6ek6RH0YvJNkg+B8NKaMssRG1txy8PsJqi2FHJ5GAvFEcfm6WXprH2NyPUyYqEXT0lTyBeEAHAsjUsTADA1bMXdFZFUuqhwMwTo42g2z4VAGAgE9u/fX1lZeddddwUCKzWsr7vuOnKez3zmM7rZtyiBL0bbKtJY++qR931wLgdSsO4uTY3g9k7IKgwE6bZ0AmH91uQ0ptoyFHqqXJoawRUYAoBj82mkB9goINhZVdArwzS+M2ySC4Hw4Ycfbm5u9ng8brf7kUceWf4hSung4ODk5OTi4uLi4uJ3vvMd3ew7Pk97NyqOSIG+7wOAnQV8K06p5DmLmxodXKBNZaRs3eKIFGLDFvRd0WVVhXwIkKaRnWEyQnkCrpKNP8nIFtlwBpa5sKg8+eSTTz31lNls/vznP3/gwIGHHnpo6Vs+ny+ZTB44cGBoaOiWW2757ne/a7FYlj9FUZRnn322urp6xdN5nr/zzjtXfFFRlEQiEY+nlTI/7CW9NpLOh2l1Y3JyJB6LIaaqe8rJ98+QeFzCMiBXpH5BiqIsfUUNzIBgSgpmSO8XpwWHvWSbPT1nsLtk/0QsEiZ8GmFTG7rLyRMjWjlDPB4nhAgCzt9OjYXV6KJc5pDxnOEdL9nhSMsZwFqpRELRwCxXot+EIEmSlq9y3Vby7TmuAFaG1VBFlmemFLsrzSVdO0RR5Hk+u5+98A9pamqqubkZAFLnwuUf8nq9u3fv/ta3vuV2u7/4xS9+4Qtf+NGPfrT8A8lk8ic/+UlJycrtmSAIN91004ovKooSi8VisVg69h2dNffa1FgsDQciAoimqG+S2FbGY91oLyHH50vT/KuxTCwWE0VRli8Ue8hjQ8Tpxv2rHZ0xdVshFkuvNthWE50c4fBkUdss5ESgNBqLabEvSwXCrP/ZbxJlbBhqGmOoC98Rv6krbWcgNY3R8VO8u0trq5aQJGn5KtdiJqdCpQuRmCkPqjIyQ/WOEVtNXFZARl73eJ7PQSCklBJCUn9YfhQAgMsuu+yll15K/fnrX/96b2/viqeUlJR873vfS8XRDVEURVVVhyMtVbqBsPzpbbzDkdZiojS2lkbmLC1oM7HsDliUJbXUUYWpv5gDFEWx2WyieGHgaig0Y3J32NL7rWnEYET+L9t4h6MsnQ9Td5slNFPauUNrqy6FA6DCJIcEe0t57kOhIAiEEKsVZwhq+OQs725P85+wRgxFlbtbSJrOAO52MTRjdVyjsVEXkCSJ47jl/4taK2Qvse9MbynLI6Knj5CmVlxn2DwX9if19fUTExMAMDU11dDQsPxDR44cef3111N/NplMZrNOy7xKoT9It6dRHJECvUSCAGxzkJOFeCvOQnHEiQDdUZnuh8X6rbjTyQFgZyUUZL2MNDViwu6dOBFIq3cihVi/VWKheKoQrwlZaKTZPBcC4f79+w8ePEgpPXjw4IEDB1JfPHToEABEIpF77rlnYGAgmUw+8MADd999tz7GnQnRagupEDf+ZAqxfgu6u+8o0FpBdHefiUNcgaay9Nc+JpzheCF2Up/rG8MjJsN4mHauq7S3HFMDI85QkCvDWfQt8ua5EAi/+tWvHj9+vKmpqa+v78tf/nLqi6kbvuuvv/5rX/va/v37GxoaAoHAww8/rI9xaTaNLYHeOQsAOyrJiYJzd5pMKAuzYm3Dxh/VjPfm6M6MnKEev4q4MNc+SiXfhFDXgmjCyQDttF1yDOFqhLotkncMV2itMJ3hXMlo3gfCC3eEdrv9mWeeWfFtSikAEEI++9nPfvazn9XVNICTAbot7VQYAIi1jUpwhiYTiDPSdlSSg8Mq1ts1QvKcFWqbgMMpzUhxYj6DJDkA8PZqqihqOMhZ7dpZtT47qsjXjhSaM8gzU7zVzlnWVcHXmBMBui2TyzbOUspbbfLstFCDtpnbUYh5cjW8QBWZt1VhG7JZmK5hOj4P6V8DAABwvFDTKPnGNLNoY7ZXkv4AVQrL4aXpsybsPqGM7oRSiHXNuAmxjgoyGaHRwhJaY6Fp7MQ83ZFGK/1y0FPlDWVEUcGb9xXlF5GcOlMAeVFgPBAeyzAbBgBifYs0PaqNOWlRLoKzpNCE1iTPqIC99qUpLLkc9BIJgYNOG+krLKE1yTMq1rfg2pDNylDXInlGNbEmbQrv3kT2jIqoSfJcwW4gDEvgi9HWNMTVliPWbUF39+0F5+7oJ0KFwlCQ9mZYes7I2ldgN0Ms3AmdDGSWJwcGdkVQoCsDujPkBHYDYV+AdtvTEldbDvrYAQDYUQknCvAQgBkITy3QutK0xNWWI9ZvwU0PQGrtKzBnwE6NprKL6YirLUesa2EiEBaWMySnz6KnB3ICu4Ewi1QYsLP2FVDRvBKaB8IhlpxA1s7gapZ846BilqsU2CGAJmLKYkCoqkO0ITtnEGoalNA8TWKq4RRaalRVZf+k6EpLR4Vx2A2EJwMZp8IAgK+oBKDK4srpGXqy3VFQ+z6JgU3fyQDdnkn9cApiLuHLHfKcZ+OPasZ2R0GtfZJ3THS6gcNcN07MpzWBZCUcJ9Q2Sl7MSrpeBxkMFk4lnTwzxVdUEpNl448yD7uBMNNy+SXEuhbZM5pjazKh3UamIjRSKLWCLFwDnJiHjMrll0CvFawrBQqFUysoeUbFOuQTwMkMeyeWMGGni8oEqCslpxYKJBKi35jkEHYD4clAxoVhKcS6FlyhNZ5Ap40MBAvF3b1j6NmPE5kXR6QQ6/HrZQpJdU/yjOK20gPA8fksVwahrgVddW+bo3CqiKVCKRkFZgOhJwoAUJvhfXgK0dUsezATIACwvYBqBdFToxEZPNG0hjOvRnThl0jsKKASCfRKmVT9cLc9yy0y+q5oewFV0kmes0Yg1JYsyqOXEOvxOygK5xCQug93uhFN6AvQrszrh1MIxokwp0ieUbEOMxCeDlFXKbGmrT+8HLGuBX2LvM1BTmIWMOQSyTNmBEJtyfqCEFL7Pt84rq7gNgc5WRD7PnnOw5c7iDmrs3mOOBmg27MdXiPWNCgLszSZyK1JGbGtskCcQVkMAKV8BebAnZPz2TsDb6uiqqKGg7k1KSO2FUrhaEp/WKipxzYkNzAaCE8GaG9W2Q8AIOYSrqxcnvPm1qSM2F4JhbH2oedFAeDkfDb1w+fgeKGmQfKN59SizOh1kP4gVfPfHViQETkZgIz0h1cguppxMwQp1b1Y/lfSSb4xoaYRV384h7AbCLOpkD4Pur5MYxmJyTCL2bOUG1i4D99MnhwARBdyFXGFCFVmcnYx7yMhI86Q9RYZzl0TYmZHBQ7aK0h//lfSSZ4x9C1yDmExEKoUBjLX01oOC7fi2yoLoTxM8owJ6CWj83TbJrJxYl0zbvcYAGxzQGE4A3r98GZ3RQzoyxTGyiB7RtGdIYewGAjPLtIqcwbzeFcjuppl72jODMqKwrgmlLzIh4DZOMQVaEx7Hu9qxLpm3EMApG6G8r9EQvIi904kFBgL0/a05/GuRmBiV1QI14QspAdyCIuBsC+wqRMAsLH29eZ/IKSypAT8Qm0jog19WQkMLUdwMZAeyH9nAEpl7zhuN/3gAm0tJ6ZNLFqiq0X24lfS9RVAatQ7JrpasK3IGSwGwhMB2Ez2AwCE2iZ5dpoqmFfSvfnfOSv7J4VKF+Ez1LrOKZtMhQGAUOmk8YgaC+fKpCwoAGdQAjPEUsqVWBFt2EwxeQqu1ErMFiU4kyuTsqDXAX15nh5QY2Eaj/KOGmxDcgaLgbAvQHs2dwggool31MozU7kyKQsK4BDAQsPs5k+EQIjgdMtezMLRbjs5HaJSPg+rR0+SQ06cgYF6mZZyEkjQhSSiCZtF8owJLjeQzf4u2IHRQJidluBy0Jtnayxg4mAqksexkIVKmey011cgupBvhiw8uMvIcD6LTLJQKdMXgN5NNzGiOwMB6Lbnd+GoXFh5UWAwEMoqnA7Rrk3ch6cQ61ok7HqZXgfpx2ze3SyyF185Ike7IuTuMTjfTYhrw2aQvEzsijbvDAIDJeX5niqXvGPo2uu5hblAeDpEG8pIyaavpUSnG71eJt+zo5IH2d09URA4qNn0mBcB+xAAANsckNdCa+hVghEZ/DG6pXzz6QG3jO8M+b4y4OfJcwtzgbBvcw2zSwh1LehrX28+i0zSZEJZnMcdwZorZxDrWtDXvl4H6cvf9ACl8syU6GxCNGEgSDtsWUrOLkd0NUu+CdzC0bw/ETJwaZJbmAuEm5RQWkKoqVcCfipLOXhWtuR1Nkz2Twg1jbgjWHNSHAEpkUlZUiOhzT8qa3ocpD9v1z55zsOXVSBLzs7nIC8KqXHNVhuuBGNvPgssqOEFUBW+IhfLNDMwFwj7g7QnF4cAwgtCVZ3sn9z8o7Km10H6A6g7z02gMHAN0Lc5gaHlCE7k7GiHjYyGaUJBNCF7JM8Y+hjCXO2KAEBwuWUfpjOkJBjnMaXgs4eFAaU5h7lAmKt9HzCgImE3gVUkk/lZOCr7J9DdPYdrH7rQmomDLdZ8LRyVGVj7crgrEl34ghvd9nzNEEjeMQF7i5xz2AqEkgpnw7Rj0yWjKUQmJEXg5DyuCVkie8fRrwH6N91RuoToasaV3oZ8vhmSvGOiC3MmJQD0B6AnRwOg0FsJIZ+Vp2TvGO6AUi1gKxCeClF3GTHnaLKH6EJuo4bUzVB+XhOiHwKmItTCQ5U5N08TXc0StjP05q22loTdSLMowWyctlhzlhqVUFOjkM8FBIXXOwGsBcIcpsKAgc5ZyN9DgJRQIwtCpRPRhL4g5NAZBJcbPRD2OKA/H7W1VFWemcKVnB0I0i474XLkDqKzWfZPgoqp9JOvKwOAxECuKOcwGAhz9jShpl5ZmKUSppZRnrq7OjPFF0rJaAq+ohJURQ0v5OqBWZCnziDPefjySmLadDvnJsitMxCTmS+vlOc8uXpgFvQ6IB/vCNVwECjly3O3TLMBW4GwPwA5KRk9B8cLVXWyfyJnD8ycbjsZDOZf4SidmRRQm8YgpxeEKUTsQ2F7BRmP5F/hqOQdF/AvCHNTTL4EeoagvpTEFZjLt8JRyTteeBeEwFogzO2+Dxi4GcrTwlE6Ny1gu3uuuumXEFzNuDdDYn4WjqLfFkNOS0ZTiC637ENOlXfbyUC+HQoLsmQUmAqEuS0ZTSEwUC+Tj1NXVP8k+jXAQJB253pXhKvDDvmZHWWhbyyHJaMpRKebiQKCfKuXKciSUWAqEOa2ZDQFC/Uy+SgpQmencYsjpqO5LBlNIbrcEvYhoMcBeVcrKPnGBRdmnjyc05LRFAJ2rgjyc2WQfPjtxVrAUCDM+Z0QAAhO/LWv155nhwCaTNBIkK90IdrQFwAtnIGB9ADJs/QApbJ/CvcQMBCknbkrGU0hOptk/yS64mj+7YpSkwgLDpYCYRB67Dl+JguKo3nXSij5xkllHW7JaM6LIyClOKpgK47m2yA6ec7Dl9txS0ZzJbu4HGIu4awV8jym4miPPc8UR9VICFS5wFRGU7AUCDU4EbKgONpjJwN5VTgqe8e5mgZcG/qDuXcGYCBD0GEjY3mlOCr7xguvfjiF6GrGnUnSUEaiMgTyp3BU8o4JzgLMiwJbgVCDfR+cU5HAXPscZigV8mlUveQbJywEQg2cQcTOjoocNFvJ6VD+OAMDg+n7gzTnuSI4V0CA2VuVd6PqZe944WnKpGAlEMoqnAnRzpyWjKYQnW7Zh+nucC4hhmtCBsjeMVKFHAgHArS7EHdFkG/ZUck3gd5Ik+P24vMIzib0DoqevJLelnzjuDMptYOVQHhmkdaX5mAw/WoEF/6o+h5HPjUMSdipUV8MCIFaDYbfsTB2IL+E1mTvOK7cdlQGb4xurdBii4xfUt7tIAN5tCvyjqPvijSClUA4oM2dEJw7EeJ3zubLIYBKSWVhljhqEW3QKC8KqVpBbGfIpxMhpZJ/AveOcDBI2ytyMJh+NYLLjT6qPp+cAUD2Ie+KtIOVQNgfgG4NrgEAQKhtlOc8VJE1eXp65JG7y/5JoboeuJy2c2aIRnlRAODtNWo8qsYjWjw8TXry5xAgB/xciZWzlCHakHNdhSU4SylnKVWCM1o8PE167HmTHlBjYZqI8bZqbEM0gZVAOKDZIYAIIu+olWentXh4muSRlpLEQpWgZukBIER0NsmoJRKdNnImRGXMyQfpwsIJQLuVARiQYHRbSSBJFzHbu9JF9k0ItU1AtPpd4MJKIOwPanUIAAbqZWpLgBDwxRBNSBfZN45fJahBE+ES6IqjFh7qS8nIYh5sjFgYuNMf1CpXBAwUT3EEOm35kSEoyDGESzARCFUKwwu0S7u1z9mEXivYbc8Xd8dXl+8P0twKSy5HdDahVxHnizPIDFQJatREmAK9nQbyyBkKt1IGGAmEY2FaaSblolbPF13N6O6eL3XSsg955k4gAXEF6ku1y4bhqy132yEv2mnQeyeSKoxHaJsGJaMp0E+EkD+Ko5JvAn1XpB1MBMIBLbMfkDoRogfCfCiRoIosz3kF1N6JAS2T5AAgOBnYFeVJOw36ifDUAm2xEpNmqxQbJeUwkA+7IvQtsqYwEQj7cz1sbAWis0memcKtk+7KhwSIMuvh7TVE0Oxsngba9U6kEKpcSjhIk3HtXrEheZENU0LzwAlcWQWiDZqWDgAAV1YBHK8sYhZu5oUz0GRCCS8IqEL8msJEIBwI0C4NNGWWICYLCwK77O/7JDaqBLW7LQYAIESoacCVn+22k8EF1uVn0VvpAWBQ41wRMHBN2FpOpqI0zrb8rOQbF2oaCrVkFBgJhBqWy59HxE6INZSRsEQZF9iVse+EQOPiiBSi042bKi8XwW4iE2GmQ6HkY6RsSltnONdWj4fAwdZyMrzAtDPIBX1BCIwEwkGNEyAAIDqbcN2dAHTZySDb7s5CyajWF8ZwTmQSXX6W9XoZFuZOaJ0rAjauCdmvpJN8+I00moIfCD1RMPNQmdNZ5KsRXAy4O/P1MpJvDHcWeUTO/Szy1bAwqp59kUn0WeQKhVMhjfPkrFTSAePOIHvxG2k0BT8Qan0fnkLEHkQHAF02tmsFU7PIazHdfSBIO2w5nkW+GsGJnA2DlDMwvvb5kFVGzy5SZwkp1UCIfzmiqxl9i9xlI4wXEEh+/EsTTcEPhDrkRSF1IkQV1gLm931ywM+VVRCzBkMf0kYnZ6hpUOa9yPKzbJ8I1ViYJuO4s8h1qJQBAN5WRZMJNRrW/E2XhnFnoIqsBPxCTT22IRqCHwi17htLwZVYiWhSQvNav2gdGN/3oTeNgV7OQHiBt9egy8+yfC10TkYEtUpQH2eAlC4/ahVxh42cWWRXflaemeYdtYTX+GyOCn4g7Nds1MAKBGcTbuHo1grijdEY5jlkPSTsVBjoUimTAl1sqMYCHMPys5Ifv0pQn0sTOFc4iiw/28Cw/KzsG8e9MdEB/EA4EKQ6rX1Ot+THzI7yBForyBCrhaMyEyWjmhdHpBCcTbjOAGx3UrMgLKnbidCQn10fyTdRwJoyKZADYTAJURnqy4riRAipTmrD3S9lgApjYQ2FJZeDPowJWHeGcRG1fhj0ujAGRoqn7DDI6r2JzEBHqdYgB8LU1E19LiJE7M5ZOKe2zOjaJ/sncN39VIi6y4hZl5HAAgNVxN0Mj2tGl1aYjtISHhwad1WlEJ1N6IWjLDsDCzNKtQY/EGrdMLuE4HTLqDcBcC4BgmvC2qTkFnGFJbUbTL8aFuRnmT0RUimpLAZwhSUHgqBPkhwAhKo6JTRPpaQ+r1sTdlOj57qqGrHt0BbsQKi9ntYSvK2KJpO4ddLMrn2yD/k4CAADQdBuDOEKiLmEKylTAjM6vW8tuliVn5X9E0JVHXCYi8OA9uJqF+A4oapOnpnS6XVr0eMgQ0EW5WfleR96V5UOIAfCwQXaZdPvdUad9KWQGJixMrhAO/VKDwADGgtuKwkm6aKEaMLaoN8WA8CgjrkiYGB2d4UIVpFMRZgLhQWvMpoC+XwTLwAAIABJREFUORD2B0C/fR8DczgtPNSXkrPs1Umz4O66HgIYUN0jAB02FjMELKQHdNBeX47odKMXjrJZL1PwmjIpMANhXAFPTHNhyeWItY0M3IqzWC+DXhxBAYZ1PhHWIuuwA0APkzdDkhe/OELvXBH2iRBYrZcpeJXRFJiBcHiBtpYTQUcTWKiT7rYTFvd92LIy42FqN5FyHUcCCwyMHWCzRAK9XD6YhIikU1dVCtHorboELOTJdQD5Ply3KsEUInY2DJgcxkQTMTUW4e01iDYMBKFHF12FJUQX/omQxWyYqshzHqGmAdGEwSDtsusq7ybUNslzHlAxb++7mAyEsn+i4EtGATcQDgahS9+1T6hyKQtz6HXSrIlMSr4J9PHTg3ppyizBWe0AoIYX9HzpChg8EcpzXt5WRUQTog36OwMRTXy5Q5736vnSFTB4aaKGg3D+X0phgxkIddMSvADHo9dJpxIgTPk7eioMUJwBQKhFFlprqyDjEZpkqYpYwr4tBixnwG6rry8lcQUCCUQTViJ58Wvo9AH3RKj3vg8YKBy1m6BMhGmW6qRZkNvWTU9rOeg3QyIHzVZyOsSQM7BQP6zPAKYViK5miQHVPaYyBHJxlIwCYiBUKJwO6VolmIIFgd0uGxnETMitRGZg1IBuctvLEZwMXBMyNq5Z9o0L2KMGcJyhtknG1mFnrYCgGMTVUqAFwlFdxk+vhhV3Z2nfh54Nm0uASsGpu3iF6HSjO0O3HZjaFUm+CRG1SjChwFSUtpbrv0VuZGFXxNTKwEJ6QB/QAqFuk+dWILLRQcFOAoQqsjLvE6rrEG0YCCCcAABAcDbid48xNp1c9k/ingiHF+hWfbuqUggM9NR324EpZ0DfIusGYiBEuBOClMoattoyUydCeXaat9cQQccOvlWgOUOlSw2HaDKu/6uXYOoQoCzMEUHkSq2INmA5A1daDryghOb1f/USXSw1GdNkXI2EBEcttiF6gBYIUSplAICYzJzVhl4nzY7asoydCoOUjAiGMwAhQk297MesIu6yk6EFVqqIZT8DZVMLendVLYFeQLC1nExFaVxBNOECLHRV6QZeIFzQVVR3OaLTLfswpbcbykhYoguY3YwXQBdXA32nca1AxNbWKhfBbiITYSZCISP1w1jOIDiR22kEDraWk2E26mVYqKHTDczUKM4hgIGhrASgk5nsqMSAcoSeA5hWINTiD2XtYqZeRvZPigyUjKKkRoEN6W12hNZkBnZFuoETCGcSnECg2oLy8pT0Nr67M3IrLnuRtQSjMvhjtFlH7fXlCM4mCTU9AClnYKODQvKO4a59KoVTC7QTbYuM31vFzr2JxMAQEt3ACYSnwjzWpg8Y6R5jpGGIUsk/IaCeCIcWaFsF4ZHcgYUOii4bG87AwIXxWJhWW0iZ7l1VKcRa/BkUrKwMqY5S40SoKacWOay8KLCx9jGy71MW5jhLKWcpQ7QBq2wqhVDTIM9Og4pZn8BIB4Uaj6rxKG+rRrRBf/3h5fCOGjUWoYkYmgXspAdURZ7zCtX12HboBNqJEHHt46w2wFZbZqRongXliMEgRekoTUFEE2+rkucwq4i7bEwEQtk/IdY24VYJIpYOAKSqiBtw62U6beRUiKrY7iDPeXlbNa72up5cCISBQGD//v2VlZV33XVXIBBY8bn1v5sppxY5xNQoMFAr2FpBJiI0gV0nzcIs8oEg4DqDgD2ht64UJBXmsNWWZe+44MLeFS2gVcqkEJ1uGVVxtFSAGgsZw64ilrzj6MXkenIhED788MPNzc0ej8ftdj/yyCMrPrf+dzPlVJjXc/z0aoRa5FtxkYMWBtSWWSgMQ2siPI/owq8VZCFDIDFQMorYO5ECvYMC2Lg3kX3jorPwxxAuceFW+sknn3zqqafMZvPnP//5AwcOPPTQQ8s/t/53JUl69NFH7faVGS6e57/whS+s+GI4qQaSlkqIhMM5/atkguJwRifPUEQLANqs4lFvslnEnMETnz5r6bgivOr/QyQS4XleFDWXm1EonAmZ6zlUZ7DVJkb7CaoztJYJx3zSzrJ0UwSRSITkOocZnzpr2nXjamfQk/6AqUlMhPHOQ4qtJvneK/ym/ydIkhSJRCyWbCrjW8uE93zSXgdmvig2PSq0dOM6g0qBy8THLRaLIGRZZ3Xhx6amppqbmwEgdfJb8bn1v6uqaigUWuPpgkBXiWZYOPWd66cIVCPKafDVDYnTx1bbpiedFerQAqGNmDaoM1Okun71/wd6Hq0NGA2TWjO18Ji/Cq66Tjn8PK4zdFTQoQVI34bUJ3NrszIzuaYz6MZcgqgUaswq4q+CVNcrs1Ob/5+wmX9BHeXqkXkO1yEV34TpylsRbYgr0PG0efTuREaxMGsuBEJKaWqPSSlVlJWbkfW/azabv/KVr6Qi5YYoilKdTJaXl2/K8M0ht7THn5nGtWFHrfrcBC0v133mwnnUWHhRTtrq3avrIxKJRHl5uQ4nwokA7alUcH8R6pau6KwH14adtep3B9WMnIEQYrXmTBSUKnJoYdbW3E54pN4FgPcitNuB7Ay0tCMSnLGWlmzy/4MkSaqqZvd3ucxFfzKhlJcj9VkDAMDinKeipRNRdXZ0njaUKbYKnZzhwh1hfX39xMQEAExNTTU0NKz43PrfzTtYUVtGbRg6J66GXSWIWxwBAFxpORFEXLXlbjvyiEp5dpp31CJGQWDDGQgv8I5aeXYa0Qb0C2NlYY6YTEWlvX4hEO7fv//gwYOU0oMHDx44cCD1xUOHDq3z3TyGDbXlYVS1Zck3jq4lOBhEGM68GsGJLDa0tYJ4UNWWWagfxu0oXUJ0NuFqEdeWAADM4O3SWdAf1ll7/UIg/OpXv3r8+PGmpqa+vr4vf/nLqS/edNNN63w3r0HvoEipLY/j1QUwUjKKfgiAc/KzmIGQJ8hqy0x0lDLiDEzIz2K2lkq+8WKrH76QCbHb7c8888yKby9dlq753bxGcLrR3b3bDoNBaEbKQEi+ybI9t+O8+zwDQdrtwF/7RCacgQwE6Y5KnP8bsm/C0nk5yquXGAwCbldVCtHZFD/1Hq4NKentvS4kZ/BPou+KBoL0L7brp/eCNn0CHbEWX20Zd98n+8ZxhSW9MRAIVJkRTTiHUNvIgPwsIA5lRc+GRWXwxWhLOf6uiAXpbfQTYbFprxdvIBRc+IcAxFtxKkvKwqxQ5UJ5ewoWiiNSiM4mdPlZTLVlSiX/ZDFrry/nXJ4ctXuhC3UYE/qF8aju2utFHAhrGuQ5T9GqLcszU0JVHXA8yttTMFIcAQC8vUaNRdR4FNGGLhua2rKyMMtZSjlLKcrbU7DjDKn/FcrCHKINiOIy57XXq3BeDwAAg0HQWX+4eAMhEUTeVo2rttyNdwhgolKGmRMhECLWNuIeCrvsaGrLjAymR9ReX4GAXUnXYiWzcRqREV7Ngva6/rui4g2EwMBgQlcJJBUctWUWeieQRw1cDLr8bKkAtSVkFKOKWPaOo/dOoGuvL0fEdgaOQLuNDGGki1jQXtf/0qSoA6HoxK+T7ka6DGDjRKh3AmQdBBcD45ptOAkxyY/fN8bWroiNO2OUexMmtNd1F+Iv6kCIfiIEvFtxyT8hoLp7WIL5BG0qY2XtE534MygQd0W4owYUCmcWaUcFQ86AvzLYyBDGvQkLW+SBgHEi1BFG1j6EfR+lsn9KRK0SHFygnXaij6JuOgi1LMzfwTkEoPdOjIRofSkpwdR3uwiBiVwRUnrAO4YbCFOSOjX6Kq0WdSA85+6oddIoa5887+PKKogZTe8bUqkwBsTVlhBq6pWAnyoY9QnnQXEGNRamUpKvqNT5vcsZXKAstNIvwduqaDKpRjGHEKE4A1VkJTgjVNfr/N7loCTJizoQciVWYjLjqi2jtFHL/gn8SpkA7WFAU2YJwgu8vUaewVRb7nYgpEZlL764Wn+AoUqZFOjXhO02MrJIZX3HlcozU3ylE117Xf+VoagDITBQK7ilnHhjNKbvOUTyjqMXRwwuMKGntRz0tvoqM/AEfDFdXyr58HdFQ7oXR2wIegeFhYeGUjKyqOvGSGagmFxnldEUxR4IRacb92aIJ9BaQYZDRefujKiMLkdwunHXPgDo1L1eRvbh74r62ekoPY9YizyQBM6li3R1Bsk3ie4MKIJTxR4IWdAV7LaTfn0lRSTfpICqMiqpMBambcxUCaYQGXCGHt1vhiTfhIjdNzbEUu9ECsHpRtci7raTfn3vTWTfBH7vRFDXAUwpjEDYJHnxy8P0PgT4kd39dIg2lRETY94nMFBFrH/3mOxDbqSZjlIzD5UMaK8vR3S5Zd8Yrg36t9Ogy21HZJiN02arcSLUF9Hpxu+ctek6nVwNBwGAs2Je0LEjt70c0dkk+SfRq4j1XPuolFRCc9ja68xVygCAUOVSQvNUSiLaoLcOO6XyzBTupclgkLbbELqqij0Q8rYqmoipMdQ6aX2ltyUvfnEEU5oySxBzCWcpVYIziDbo3D0m+yeF6npDe30NOF6odMmzqFXEdjIQ0G9fpgRmuBIrblcVlv5wsQdCIESobZJRLwM6beR0SL86aZkBPS0GiyNSiK5mXEkRt5UEknRR0ul1km8c97YYWE0PAIDgcktezOyo3QSlAniiOoVCCXtAKeCtDEUfCNmok64vJWf1qpOWvGMMnAhZXfuwJUUIQIeOUyrRJ88Bw87ARPGUg/QHdHoX+gUh4OWKjEDIiPQ26JYdRdfTokz2jaVgQX5Wz+FcLKx9A0zmyYGNdho99WXYGEKCszIYgRAE7GwY6FsvI2EfAsbD1G4i5SKiCZdEdDbL2FXEXTqfCFFLRoNJCEu0gRnt9eWITje+M+i4K5L9yHLbkgqjYdqO0VVlBEI2ToQOnVoJaSKmRhd5R40O77oUbFbKpBBdyHlyAOhxgE7ZMFWV5zwCrvZ6kHbZUYfAXhqhtlGe84Cqr8rZxejZZIy+RT4Tok1lxIxRuWUEQhCqXMrCHG6dtG7ZMMk3IdQ24o6fZrZSBgA4qx0A1EgI0QbdWgnlOQ9fUUlEkw7vuhQsOwMRTXy5Q573ItqgW5MxC11ViM5gBEIAjheq6+WZKUQTdKuTNoojNkR0NuHWCrZXkPEITWp/DpGwb4uBeWcQnG7cdFF9KYkpEEho/iIWJGcRc0VGIARIzaJDdXe7CcpEmI5oHgol37iArafFbLl8CnQddpGDFis5pX2GQGagfnggSJnNk8O5XRF+8ZQOGQKZASF+xJXBCIQA5+SUWHB3zd8i+5goDGNqANMKBBd+rWCXLvoyLJwI+wPAtDNgnwhBr0AoMSDE34+3MhiBEICBVkI4J7CrvbtjV0j7Y0Cp3uOnM4KF7rFuO+igtoy+K4rJ4I3RLeXsBkLR5UYvKddnZZB9E4KrWeu3rINKYXiBdiIN6zYCIQCA6MIvmtdh7ACVJSU4w1fXafqW9WFw+tIKBKcbXYddjxkUlMr+ScGJWTI6HKKtFYRn2B3OCSygys/26CLBiH4iHA/TSjNaV5URCAEAhJoGeXYaVAXRBh06KOSZKaHKhT9+muELQgAQHLVqLKzGo4g26JANUxZmibmEK7Fq+pb1GQgwfVsMAFyJlZgsSmge0QYd5GfVeFSNRXg7ZlcVrq6CEQgBUnXStip5DrdOWvO1D11TBpivlAEAIESsbZT9mPKzXXYyvEAVLd1BYqA4op/tSpkU6NeELVYyE6MRWcNXnJvLhtpVhbsyGIHwHIKzGTch5ioBhcJsXMNXoGc/gO2+sSUEl1tG7aAoFaC2hIxqKT8rM1Au3x8ExtMDkLomRF0ZOALtNjKk5S5Z9uIXk+OuDEYgPIfoYkBfRuNDIRsV0uzKyiwh1uIrjvbYQdMSCRbmTjDeRJiChUq6Ho3rZSTssikwToSMUAwCu5J3DHfMykISQknapPv46UxBz4aB9u00sndMdGJWCcoqjCzSDqQqwfRhQXFU+5WBhS2yEQgZQHThu7u22lrnhCUxEyADDAtLLgc9GwY6rH2+CRE1G3YaT1gyI9CnEgJAl8b1MjL2JEJPFEQOqvG6qoxAeA6htknyT+LWSfdqWTjKgrBkHlTKAACAUF2nhJDlZ3u0dIbzwpKYSep8cQa+3AHY8rOaOgOVksrCnFDl0uj56YDuDEYgPAdnKeVKypTADKINmrZRS94xATUVBgD9AdZ7J87B8UJVHW7haLedDAa12peh6yoAQF8Aepi/LU4h1DIhP5vQpr1L9k0INQ3AYZ7N+4O0F7W92AiEFxBdzZIP093dVrKQpCFJk4fL2KkwYF5YcjnoQmt2E1hFMqmN/CwLlTLsSyssgX5vInKwxUpOhbRyBvRd0UCQdqHeFhuB8ALokiIEoNNGBrTJgbDh7kwLSy5HZKBeRrvBhIzMIs+P9EBKehvbGbQT3JAZ2BX1B5D1h41AeAEWJvRqJ6cke5HdPcq8sORyROxdEWhZLyNhO4NKYQhPWDJTBBdykzEA9GhWL8NCnrwfe1dkBMILsODuWgnsUir5J3FLRgeDtJ1tYcnlCAwUjmrXPSb7xkRUheWzi7S2hFiRhCUzRXThpwe0k95Gz5PPJUBSoa4U0QQjEC4D/SYAUm3UGiRA5ICfK7FyFkxfQ5yxkgVCbaMy76WKlsJWG6FRraAaDdNkkq+ozPmT0ycvdBWW4G3VNBFTY2FEGzRyBqrIyrxPqGnI+ZPTp58ByVkjEF6AKy0nJpOyMIdoQ4+DaFE4KnvHxDqjZDQDCC/wlU55ZgrRBo1OhJJ3THC5cYUl+wK0N3+cAQgRsNvqO23kzCKV1Rw/VvZP8pXIQvx9AeSSUTAC4QoEZzNunfSWcuLXQGCXjWsA6HHgmpAZ6PUy1RYQOfDGcvxY9O5pyKuS0RQidhWxhYfGMnI614WjspcNZ8DeFRmB8CLEumZctWWeQLst99PJWSgMY2HflxGiyy15kCVFuu25T4ixoKeVZydCNgoItMgQSAzsitArZcAIhCsQnCyoLWvg7h7k4oi4AlNR2ponJaMpBKcbfVR9r4P05ToQop8IKcDgQr6dCJ3IA0ngXAFBjp8pecfQd0X9AfxckREIL0J0Ip8IQYtbcUpl/wR6yWhbBRHyyt1EF3KeHLTaFY3i7orG/m97Zx7fxnXd+3NnMIOFJLhv4L5TXLRQi63FluU1diLJTtOsTpumaeqX+iVN+5p0yeLGbhu5n49jN33Na1+jlyZp7aSJldqWnVq2lliStUvcRFLcCYIgCZIgdmAGM/f9AVmiuGIZ4A7A+/1LAgYzh+QP59x77rnnunA2j4xJUjIaQhVVxNnKiyE4OUZWDPYAuEVcmkZnhGqCK1aD71O40drNs8gNJM8iJ95CKQo0BaXBmYkUKxyV/R7Z7yV7Fnn3PDSTngFEiia7QPa5Zb+XoA1NSufJsRQMzloJl4zO46Zs8o34aSC8AybNCAwrOePTzyM8FM+GEc+LgjoqpCMFcTyblS/NWAna0JylsBhu9pQh6nmItxGJBoS4AsINNzZkoX6nkoWjwZkJNiufbCN+lRST00C4GK6IcHa0xoisXuxVbh4iTo5qSAfCbjs0J8++sVsQz44W6IFBShaOimrYSKOC4ogo0JBOF+k1YDKgQZdiAyM17KrqVkeuiAbCxRD3fSyCOqOShaNqqJBWidwjRQ0rQ8o2WguqpGQ0CcXAFVUESVcRK5sqFyfHyB7ODKoRAw2Ei9GQDoQQyo4q5/tE6whXXKnU3aLAL8G4B9caycs9UoinBwCgJQd1zSno+whPAjBArwr2jUUB8a2EANCcBd3KrduIk6Ma0jNCNZSMAg2ES1GD71NymTBUMlpIsmS0z4FrMpKsZDQE8fQAKF04qoaS0SweZZJclooSTVEF8X2lyg6Rg6SrB1RSMgo0EC5FDYWjzdmgVCCU5m1Iq2f0JEtGVZL9iAI1FI4qOCqiJaOxoIrCUeVSo7RkdCE0EC6GSTMCo5GccwRtaMpCSu2cFa2jZPOiANCdjFWCAPBB4WhwZoKgDQoGwpszANJdRpNUDIAQV1hGtuNoYyYaUKhwNGibYLMLyJaMqmeITAPhMhBvtFZtRFMKdRxVScloS3JOAkAFqfJ8HbAKFY6Kk+Q30nTbcYs6fF8UEE+VK1g4GlSHGGggVC9ccaVoHSFoAIugPlOZWkEq9xjhismvDLVkK1Mvo47iiKTcOxFCQ9ozgKJiIL93QjWegQbCZeAKyXdbViohRnw3vS8IE8nWZXQhaqkiTgkxyBh6HUmbGr15ZClxMUC3Ep2nROuICnJFWCXbi2kgXAZNcWWK+D6MxWkz2XMnrs/jumTrMroQrriSuO9TqslkcJLwRpphF87ToYyk6jK6EC5lPMPNGWFl7PeJmhk/+CUoUUHJKNBAuCw3l4Ww8meihk9LNuqKWe7BuUkmLYP4wfQqyX5Eh6agNDhL+Kh6RcQge11YFNnMXEVMig71zACig83MwwG/7HURtEGR1CgOiuQPpleTZ6CBcBkYQzrS6qV5G0EbmrMV2DmrhgXCrjkVyT0KEKvR5BaRPY8pNAmI0fmJ1hHiZ1J22SGpxQAIEW+0Vp+Jht1YiK1wNDg9rsktJnswfdecisqmaCBcHuI5kMoMZA9ghxDTTdSwd6LLjpO3ZDQE8VR5jhYMGhj3xBQK1SKGHLX4vugg3mhNy0JlOrrhiFEMhJPkANClmkoZoIFwJTjSXSRQ6HTy2FaGiBdHQGjvBPV9MdOSjbpi29oanCTcUwaSfO9ECOI7KECJ7Kg6dlWpaFREA+HypEadtDhJuDDMKcJsAFemq0Xu0cEVV4rWYbI2xL5MKFoJl8uLMgw4cWMmFUOsNMcshqB1hPjeiS41jYpoIFwerriCeCCMta+gLAVtFrKTgK453JSFGLWoPUqI58lBiVpBcXKUK65Syp4o6HfisjSkJ7kspQCa4gpxYoSsDS0xFxAQT41aPJhjIF9H0IQ7oIFwebiiiuC0GWTlDsGMnJYc1BnDjFCctrCZecRbKKln0Bc1mtxiyWnHgp+gDTHOCCXHLAAw6ZnKWRQxyV42FYLNyAaGIduCsSUHdcYgBiz4JZddk1usoEmR0j0PqvIMNBAuD+J1rDEnOEvydPLW2HxfkPQ+IUiJ4ggAAIbRFJSSnRQ2Z6PeeSxFKwfROsKZqhW1KGK6k79sKgRXXEU2XVRrRJPe6FswipOjXGE5MCSdf+ecujwDDYQrQrzRWrEBJBmmo20yKVpHOBPJVBiE5K6mcV/UEBdDOgeFejTkjDISitYRzlSpqEUR02mHVjX5vqjhiiuC1hGCBrAIGrKiP4ZCnFBFyaiqPAMNhCvCFamgXiaGHIhoHSZeJag2uUcNV1xJvOteaw7qiDZVHiS9JgQqK5ePBeIl5QDQmh2LZyDfXE1VmwiBBsJVUMOqeGsMhaOilXCH5SkfyBiKSba1UQyuuFKcIFwr2JoDXdGWSIjWUa6oUklrIsQbBIsH1xlV5PuihjNVES8cbcmJxTMQHhXJGHrU1FYGaCBcBbXIPapxHxYC0ryNI9pCqXMOb0yJVBjc7Dg6QtaG6OtlMBanzWTL5bvtuCEziVvOLoQrrhSnzMnbglGcGCa7aDLoxIV6dbWcTQlhxgeuoFSat2ExtuYusRF1AkScHNUUlgHDKm5S+HSmRqUMAACwWXk4GJTdDoI2tEZbRRycmWDTM5FWr7hJ4dNlx6mxQAgASKtn04ykK+kgOjHIbgfIEtmWsyr0DDQQrgzDavJLyNYKtuSgbjuWIxe8aB0mu2kM1LcMECPEd1LXGZHZg32R1woST4VBCi0QhuBMVWRT5SVpSIiqkk6cGCZfNjUHrSqrH6aBcDW4okqy5WFGDvJ0aCjyA6nFCfIlox1zeJPKxn2xwBVXkl0z5hioNUZzXDPxVBgAtM+mlBjU0HmqNapKOnFiiPhGmk676hZNaCBcDc6kArlnR5MQEyeGia+HJ/URrEtRw5rxxqgKR8UJFaQHUmUTYQjioyKI2jOoIT2gsk2EQAPh6nDFhBMgALAxBzojrxUkLvdBJy5I5iNYl6IK3xddILSOaIiKYdoHQVktR7AqghpGRdGtGRP3DL4gmD24XmX1wzQQroYa5N4S+bhPctoBy2TXw9tTqGQ0BGeqEidHyXbd2xh5NgwLfskxwxWQrB9OQTGEKumIdt2LJjUqy+LkGNlA2KXK+mGVmaMy2Kw8LEmye56gDRtzI54EqGIZYA635pA1QWGQVs9mZJOtFdyYAxGLwTrCFZaTrR9OkU57C2FYTUGpODlG0ISWbHTdHlnXveDMBGvMJls/3KnK+mEaCNeAK64gmx2tN6JxD/ZGUisoquCMlY65FOmntRDOVClODBE0wGRAkgxTkdQKitZRsnlRAOhIuRkhqGDdJIODQj0aiKTrnmglXDoAahUDDYRrwJmqBaJy1zDQmBXZ5llxYpgrITwjbE+tktEQnKmK+DJhpPUy4sQQr4KSURX6vhhRw7rJpgjTReLEMFdSEz97wqFDlWK4HQjtdvv+/ftzcnIOHDhgty8uz9i9ezf6gKeeeiqxRpKEM1UTr5dpzY5c7kR9n0sEmx/XqGw9PHaI7x6DyFPlxMUQlKHPkVKbCEPwJdWihWR6AABasyNLlRMvJgf1p0YPHTpUUVFhtVrLy8uff/75hRdhjHt7e8fHx10ul8vlevHFFxNuJzE4UxXZbBhEOO7DUjBoGyfbWLJzDjdlIVZ1ao8VNYyKIp8REg6EN5y4NA2lJfl5vEtRw6hoUy7qiORgROJimPBiBkERyTXK5bkdCI8cOfL0009rtdqnn3761VdfXXjR1NSUIAgHDx4sLi5+8sknnU5nwu0kBldcGZwex1K0Z38pQUS+Lzg9zmYXkj2P99os3pSbcmEQQJNnktzzst9L0IZNOah9NlwxSPZppOGY9Ky4mrQ611JrK/0tmPQspNFI8zMEbYjIM8h+r+R2aPJm5yqOAAAgAElEQVRMcTVpda7NgjrFcHucZrFYKioqACA0L1x40eTk5Pbt21944YXy8vKvfvWrX/nKV15++eWFF/j9/i9/+csGw+KDBjiO+/73v7/oRUmSnE6nVqtV8ueIJ8iYOz/UyxSUkTKgUoPaZ3XzDkc4ChIHuiC/xOGIqStmaKzDcVFuA7w8xTcaZYeD5OghTjD5pfP9XWx5AykDShl0w6Gbdbh4BiRJWv3iYH8XKiiLUQwxctHK1RvA4RAJ2hAnUEH5fH+npr5t6VuiKDqdzqi/QWGSi2HGpzfPOI3c2uFQGutj8ksdRKcxFya4hjRwODzxuLnBYIj6F65BCGGMAQBjjBAK/WPRF2zz5s3Hjx8P/fu73/1uc3Pz4rtoNDt37szNXbxxjWXZpZYxDMNxXLwloiAaUxWaGSdYflLMgZ5FkwJXnrb2xeK0mS+pifHXy31AdB+/7mQ/URV9HFUzGlMV2Ma5mhZSBnAcVKTBsF/bbJTW/A0HZ8Y1pmqyf4jrTvYP6uSUFINYXIls41zzXcu+mxgv15wFvW5ud0EYgXB6TGOqIvuH6HFpHjbFSwwME33tpwZ/cJiIyWQym811dXUWi6Wk5I7tt1euXPH7/bt27QIAnueXTuY0Gs2nPvWp0IRyTSRJ8vl8S6ePqkUqq5Nt42QN3pwXvOHVNeav/Zf2TpsNe5/QxWat1+uNenglY+ieF3eY9AaS2dl4IZfXixNDZMWwJV/q9+m3F8lrmuGbNhs27iZrbdd8cEcxbzCoMSEWK5UNvq5zy/56RVEURTEBv/kt+VKfV/OQYW3PELCN6yvqyYqhcz74V22cCsVw+9e3f//+w4cPY4wPHz588ODB0IsnT54EAI/H88QTT/T09AiC8Oyzzz7++ONEbCUFV0K+RGJTDmoPb1Wc+Hr4oBPn6lBWKkZBCJVIkK4V3JSDOufDciXEqwRtfvBJuDxddY5PETgT+cLRTTnoWnhrxuLEMNmNNL4gjLrxhiw1iuF2IPzWt77V0dFRVlbW3d39jW98I/Tivn37AGDPnj3f/va39+/fX1JSYrfbDx06RMZYQnAlNcL4IFkbNuei9jBWxSXnHJYlNisvASatREruILwFX1ItWkfINlrblIu65teeAWDBL83buEJia9uQojsIb8EVlknzNhyI/DAk5dicG17xlCyLU2NkG06Fmqtxqty7frtYJisr6+jRo4veDiVOEUJf+tKXvvSlLyXUNNXAZuYCliWnnTUS65+/KQf91aW1na9oGSS+YbZ9Dm8m2eU0viCtnjVmB20WDbkAE+aMUJwY5goryDZXuzaHN6di/fBNGJYrLBcnR/mKRlImtOagnnkclGH17p2ibZw15pBtrqbmYnJVRmf1wZVUixaSk8L6TDTtww5hjcvEiWGedE+ZqzMp7ftCGQKiYig2AIvAstYmDtEyxJUQ7ilzbRZvTt0ZIaggO5qmgdI01OtYY1IoWoaIn0l5bU69YqCBMCz4khqygZBB0BTGMRTiuBpmhCrdKqQUathW35old86vMdUTLINcaW1i7FmJa7MpPyqqJjsqAoBNYWRHRcsgV0raM9AZYbLDldQQXxXfnIOurRUIBcsg2S6jM35wi7gyQ6VyVwS+lHB6AAA2ZuMO+xq/ZHF8kGx6wBeEYVdKHc68FK6U8BAZADbnrl0vI1qGeKJDZBlDh4qrB2ggDAuupFoYHyBrw5Y8dHVmNbmroTgitAygUrErBFdSK5IunmrNlDtWXyaUZXFylHhxRH0m4lPax3CmatFK+JTKzTno6lqBUCCdKxpw4lwdylZrG5WUFqlycIXlkmOWcHnYWjNC0TLEFREujrg6i7eoNfuhFGxWHsay5IykyaPSbMrB7XOr/Z7FaTObmUu8OCK186IAwOgMbEa2aBsnaMOWvDVmhJJjFkJFf+S4pm7PQANheDAMV1ROdmVoYw7qncfCykNPNawJrYdACKE1Y6KTwpp0bAvAKsVTalgTWidi4EoJi6FIDzwLY+4VY6E4PsBTMawKDYThwpXWkl0V12ugKgNdX/lgQnGc8AIhrI9JAABwpTWChWSqnEHQkoVXmQcQXxMC1fs+peBLa4kvE27JXS07KliGiNfQXZtV9a4qGgjDhS+pEc2klwlXl/v4AE90RugW1ds5Qlk4FYhhcza+sooYzP1k0wMShi77+hgVldSQLyBY1TOI4/1kPQMAXJ3FbSoWAw2E4cKV1ZKdBMCqcsdSMDht5opJbhXqmMPN2SrtHKEsfFkd8UnAphy8YvEUxqJliGw2rHceFxtQRgq22l4M8dQo3PQMK74rWobI5sktHowBStJoIEx+uOKq4PQ4Ftfa0x5P2vLQlRV8X9A6qskpQjzJqqwr6yMVBgCaPJPsccleF0EbNmbJK80Ig3OTiNeSPYZQ5TMABWEzshHHB+emCNqwZWXPIHtdssdF9hjCK6oXAw2E4YI4XpNnEidHCNoQ6jgqLSd4YbyfK6tLuEV3cGUGb81TtdwVAyHOVEV2HrAhEw+7sHe5Mx9F0klyALgyg9vWiRgAuNI60dxP0ICqDOQJ4unlqtoFcz9XWg1E9zRdVr0YaCCMAL60luzKUBYPRXp0Y7l2SmooDLu0fgJhKFVOdGWIZ2BD1vKt2IVx8vXD60oMPGkxIIC2XHR5uUmhOD7IlRAWw2XVi4EGwgjgSgnLHQDa8paXu2AeIDsj9AVh0IlbUrqNyEJ40pMAWDlVLpr7eaJikDG0r5s8OQBwpbWiCjzDsqlyYZywGADg6iyoXAw0EEYAX1ZHvFZw67K+T5bFyVGy5fIdc7ghE2lJ7uZPKFxZnUA6EG5daVQ0TnhU1O/EuTqUo9Y2IorDl9UJYzfI2rCSGERzP1dGckY46QNfUO1tF2kgjACupEacGsPScssyiWLrcuM+cWqMzcoj20bkyqzasx/KwhWUSi677PcQtGHbcqMiad6GGJY15hAxKYT6U2HKwmbmIpaV5mcI2rBsIJT9Hsk1z+WXEjEpRKh0QOVqoIEwAhCv1eQWBa2jBG3YloeuzmD5TsELYzf48npCFt3k8gzelq9ytSsKw/Al1WTrZVpz0IBzcb2MMNbPlZEXw/Z1JQYArqxeMJOcFNYYkVtcXC8jmvv50lpgSPr5S8kgBhoII4MvqyMr90weCvSo7856mZtyJ8ol2/qaBEAoO0o0IRaql+mYWyIGoqkwWH8zQri5bkIyVY4AtuQuThcJ5gHiZVNJIQYaCCODK68nvjK0LR9dujMHQnxG6AvCgBNvVOsZK3GCL6snXi+zjBjMhMUgY7g6o/Z9Y4rDq2DNeFs+umRb5Bn6iOeKkmKITANhZKhhVXx73h1yx1JQnBoj20vw2hzekJXiB+4shS8nnA0DgG13igEwFsz9XCnJSpk+By40qPfAnTjBldcLo32A1zgOKa5sz1s8KhLN/WQD4YQXizKuSKeBMLXgTNXE+8tsy0cXF/i+oHVEk1OIeB1Bky7Z1tkCIQAAaPJLZLeTbH+ZxWKYm0ScljVmEzTpog1vU/0MQHHYjGzEa8n2l1kkBtnjlL1usj1lksUz0EAYGYjjNQWl4gTJ0+rbclGnHQc/OI9JGLvBVzQQtAcALtqSYD1ceRAivkzYnIXGPNgl3vyvMNpHxUAKvrxeJCqGinQUxHjCezMWCmM3uLI6sj1lLs7g7ckwKqKBMGL4igayvi+dg4p01GW/U+5ESRa5Kw7x7KiGgU05t+vmiW+lh3UthgY1pMpvTQoF0nlRALhowzsKkiDKJIGJaoMvrxfG+sjasCMfXbgl99FebUUjQWMcAlg8uGnd9JRZCF9eL46SF8Nt3zfaxxMVgyBD1xzesm4DIXkxMAs9A19OMj2AQ+mBZBADDYQRow653wyEWPAH56Y0xZUEjblow215iE0CtSsPX9EQGOkla8P2W6MiWRYsg2TTAx1zuNaI0jQETSAGV14njA+ALBG0YeEQWSS9aDLgwEYeFZDs8xEuNBBGDFdYLjvnZK+boA235C6Y+7niSsSSdDwXbHjHulwTAgA2Kx8xjDQ3TdCGHfno/DQGAHFylM3KZ3QGgsacn8Y7CtapGBhdGpuVL06OEbRhez66ZMMyBmluGhiGzSR5KnwSeQYaCCOHYbjSWrLZ0dYcNOzCbhGEkV6yqTBIKrnHA76ikawYqo3IJ2GrF4SRHm0lYTGcn8Z3rWsxNAijJDMEeTrI1aE+Bw6M9hAvmzqfPJ6BBsJo4CsayWZHOQY25aCLM1gYI18leH5avmu9TgIg5PtGeggagADuykfnbbIw1kd2TQgAztvwehcD0UAIAHflows2LI6qQAzJMyqigTAa+IpG8nIvQOensTDSQ3ZGOOLCDEJlackh93jAVzQGSK8Z31XAnAuJgeiMcC4AUz7clLV+xaAlPUQGgLsK0LlpHBjt5Ss3EDTDL0G3PQl6yoSggTAa+KoNwmgv2S4SdxegvrFpLEma3CKCZpybxnev4xkAAPAVDeLEENkzSe4qQO0TnqDdxhEtmzo/jbflIWYdy4EzVQXnpsieSXJ3Abo4JYoTw2Q30lydxY1ZSJ8kZVM0EEYDm5GNtLrgzARBG3YWIGG0l/ia0PvrPhAiXqfJLRItJHss3JWPZHMvV1oLDMkDIc9Ny+tcDMCwfGkt2W31m3MRPzXI5BaTPZft/alk8gw0EEaJtnID2ZWh0jS02dPrMpHMfgDAuWm8M3nkHid40mLI5GGf0GsvaiJoA9wcFa13l8JXbggMkxQDz8CHcd9cAWExJJdnWO+qjRq+YkOAqO8DgJ3+3q40kuvhvmAyLQPED23lBmHkOlkb7hb6yIpBxnDBlkyTgDjBVzaSHRUBwM5Ab1c64Z4y70/jnYVJIwYaCKOEr2oShkn6PhwUS92j7yCScr80g5uzk2YZIH7wVU2ER0UYV9r73mZI5sm77bhIj/JI9n5XBdqqJmG0h2wBQeVsz69ZkrmiMTcWZVydQQNhqsOVVAdnJwmuiovmGziv7NQsT8oAADg7hXclz6AvfmjyTFgISI5ZUgaIk6NMeubbDiMpAwDg7DQVAwAAk57FGIzBaTMpA6T5GR6Lb7gKCYbis1N4V2EyBZdkslVVIFbDl9UK5NprBYa6jXXNA07sFNe+OE6coYEwBELaqiZhqJvU84Wh7oyaJrd4++SBxHNmkorhJnx1s0guXRQY6tLXNGXqmJ55cmKYwruTSgw0EEYPX9UsDBPzfYGh64aapq156Nw0GbljgLNTcnLJPX7wVc0BgmIY7uarm3cVMmemqO8jj7aqieAyoTB8na9q3l2IzkySFENyjYpoIIwebVVzYIjQuA9jYeQ6X9m0pxCdmZTXvj4O9M5jI49MhmSSe/zQVjUFCM4Ih3v4yqbdheg0Id834cUOATeu4630C+GriM4Ih7u1VU27CxGpUZFLhH5nktXQ0UAYPXx1kzDWR2QntThlZvRpbGbu7kLmNCG5vzeJ9yTVoC+ucOX1QZuFyJqx5JiV/R6usOyeIkRKDKcn8e6i9byT/g64wjIs+LDLnvhHy35v0DbBldXtISeGs1O4LRfxSRVbkspYlcHo0jR5JnF8IPGPFoa6+KpmANhViC7asEhiTnh6Et9TRF3fTRCr4cvqiKwZB4a6tNUtgNDWPNTvILNmfHqKimEBCHEVjZjEIb3CSA9fVodYzYYs5BTIrBmfnpKTTgw0EMaEtqYlMNiV+OcGhrq0ta0AkMlDXebtA8oTyXtTeG9xksk9rmhrWoQhAmIQBrv4mhYA4BnYlofeJzEPeG8S35tsvi+ucFXNkplA01FhsEtbuxEAEMCeIuY9Eqny9ybx3uIkiyxJZq7a0Na0kgmEg13a6pbQv+8pQr9JuNzH3NgfxPWZ1PfdhpgYhrq0NbfFcMqa6PyAPQBDTtyWS8VwG766RR4lUC8TGOwk6xkCElyZSaaeMiFoIIwJbU2rMNQFckJdT3B2EqSgJr8k9N+9Reg3Cfd9pybxvck26Is3fGWTMD6ARSGRD5W9Lmluii+pCf13bzGTeN93ekq+uwBpqBwWwJVUg2NW9jgT+VAsCoJl8NYJJHuL0G+siRbDeRtuykbpXIIfGytUvDHBpGcyxhxxYjiRDw0MdobyoiHuKWLOTGEpsYI/ZcV7aSrsThCv5YorE1w3Hxjo5Kuab/Xa3lmA2uewJ7H1WyetyZcKizsMi0prA4lNlQsjPVxxJeJvdvfZlIvGPdjmT6QJyeoZqHxjRVe7MTDQnsgnBgY6tLWbbv03Twdl6ehKYpcJT1rpAuEyaGs3BgY7E/nEwEB7aE0ohF4DW3LR2cQuE5604vuoGJbAVGwIDCRYDB3autuegUWwJ+Gp8pNWORlHRclnsdrQ1m3y93ck8omB/vaFcgeAfcXoRAJzIGNu7BZxUzb1fYvR1m4M9Cd8VFS3ceEr+4rRiYnE+T57AAYceHuSHESeSJjKpkD/tUQ+MdB/x6gIAPYVM4n0DH4JLtqSsn6YBsJY0dYmdJkwODMBsnRrgTDEPhM6nkDfd8KK7yumm8aWQVvdIowPYCFB2SjZ45TmbXzpHeev7jMl1PedmpR3FiKOOpIlMEWVkt0mux2JeRwWAoJlUFt1x+lL+0zo+ETixPD+NG7ORhnJtkAINBDGDpOexWbnC+P9iXlc4MY1bf3mRS/eV8y8P4WFRIXC4xP4fhONg8uAeC1fUpOwFjOBG9f4qhZg7vgW312Auu3YkaiSneMT+H4TdSPLwbB8dUtgIEHposBQF19ae2uBMMSmHDTjT9xuwuMTcpJ6BqpgBdDWbQ70XU3Ms/w3rurqFgfCLB4ashLXdPRdGghXRlu/OWEJMf+Nq7oloyIdC3cVJG5l6F0LfoCKYQV0dRv9NxLkGQI3ri5aMQEABsF9xcy7iZoUJu+oKCmNVhu6hi0JkjvGgf52bf2Wpe88YELvWBLh+67PY46BWiP1fcujrd/iT9SoKHDjqrZhGTE8aGLeSYjvs3jwlA9voTsIV0Db0BZIVCD037imW04MD5jQO5ZEiMEhQOdcsjZep4FQAbS1G4WxGwlYGRLGB9iMLDYrb+lbD5UwxxIi92Pj+EE6A1gZbWWjNDuZgJUheW4SB0WusHzpWw+WJMj3vTuB7zcxdLl4Jbj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" 1103.78,227.143 1105.89,235.127 1107.99,243.31 1110.09,251.688 1112.2,260.259 1114.3,269.019 1116.4,277.965 1118.5,287.094 1120.61,296.403 1122.71,305.889 \n",
" 1124.81,315.547 1126.92,325.376 1129.02,335.37 1131.12,345.527 1133.22,355.843 1135.33,366.314 1137.43,376.937 1139.53,387.708 1141.63,398.623 1143.74,409.678 \n",
" 1145.84,420.869 1147.94,432.192 1150.05,443.643 1152.15,455.219 1154.25,466.914 1156.35,478.725 1158.46,490.648 1160.56,502.678 1162.66,514.811 1164.77,527.042 \n",
" 1166.87,539.368 1168.97,551.785 1171.07,564.286 1173.18,576.869 1175.28,589.528 1177.38,602.26 1179.49,615.059 1181.59,627.921 1183.69,640.842 1185.79,653.817 \n",
" 1187.9,666.84 1190,679.909 1192.1,693.017 1194.21,706.161 1196.31,719.335 1198.41,732.535 1200.51,745.756 1202.62,758.994 1204.72,772.244 1206.82,785.5 \n",
" 1208.93,798.759 1211.03,812.016 1213.13,825.266 1215.23,838.504 1217.34,851.725 1219.44,864.925 1221.54,878.099 1223.65,891.243 1225.75,904.351 1227.85,917.419 \n",
" 1229.95,930.443 1232.06,943.418 1234.16,956.338 1236.26,969.201 1238.37,982 1240.47,994.731 1242.57,1007.39 1244.67,1019.97 1246.78,1032.48 1248.88,1044.89 \n",
" 1250.98,1057.22 1253.08,1069.45 1255.19,1081.58 1257.29,1093.61 1259.39,1105.53 1261.5,1117.35 1263.6,1129.04 1265.7,1140.62 1267.8,1152.07 1269.91,1163.39 \n",
" 1272.01,1174.58 1274.11,1185.64 1276.22,1196.55 1278.32,1207.32 1280.42,1217.95 1282.52,1228.42 1284.63,1238.73 1286.73,1248.89 1288.83,1258.88 1290.94,1268.71 \n",
" 1293.04,1278.37 1295.14,1287.86 1297.24,1297.17 1299.35,1306.29 1301.45,1315.24 1303.55,1324 1305.66,1332.57 1307.76,1340.95 1309.86,1349.13 1311.96,1357.12 \n",
" 1314.07,1364.9 1316.17,1372.48 1318.27,1379.85 1320.38,1387.02 1322.48,1393.97 1324.58,1400.71 1326.68,1407.23 1328.79,1413.53 1330.89,1419.61 1332.99,1425.47 \n",
" 1335.1,1431.1 1337.2,1436.5 1339.3,1441.68 1341.4,1446.62 1343.51,1451.33 1345.61,1455.81 1347.71,1460.05 1349.82,1464.05 1351.92,1467.81 1354.02,1471.33 \n",
" 1356.12,1474.62 1358.23,1477.65 1360.33,1480.45 1362.43,1482.99 1364.53,1485.3 1366.64,1487.35 1368.74,1489.16 1370.84,1490.72 1372.95,1492.03 1375.05,1493.09 \n",
" 1377.15,1493.91 1379.25,1494.47 1381.36,1494.78 1383.46,1494.84 1385.56,1494.66 1387.67,1494.22 1389.77,1493.53 1391.87,1492.59 1393.97,1491.41 1396.08,1489.97 \n",
" 1398.18,1488.29 1400.28,1486.36 1402.39,1484.18 1404.49,1481.75 1406.59,1479.08 1408.69,1476.16 1410.8,1473.01 1412.9,1469.6 1415,1465.96 1417.11,1462.08 \n",
" 1419.21,1457.96 1421.31,1453.6 1423.41,1449.01 1425.52,1444.18 1427.62,1439.12 1429.72,1433.83 1431.83,1428.31 1433.93,1422.57 1436.03,1416.6 1438.13,1410.4 \n",
" 1440.24,1403.99 1442.34,1397.36 1444.44,1390.52 1446.55,1383.46 1448.65,1376.19 1450.75,1368.72 1452.85,1361.03 1454.96,1353.15 1457.06,1345.07 1459.16,1336.78 \n",
" 1461.27,1328.31 1463.37,1319.64 1465.47,1310.79 1467.57,1301.75 1469.68,1292.53 1471.78,1283.14 1473.88,1273.56 1475.98,1263.82 1478.09,1253.91 1480.19,1243.83 \n",
" 1482.29,1233.59 1484.4,1223.2 1486.5,1212.65 1488.6,1201.96 1490.7,1191.11 1492.81,1180.13 1494.91,1169 1497.01,1157.75 1499.12,1146.36 1501.22,1134.84 \n",
" 1503.32,1123.21 1505.42,1111.45 1507.53,1099.59 1509.63,1087.61 1511.73,1075.53 1513.84,1063.35 1515.94,1051.07 1518.04,1038.69 1520.14,1026.23 1522.25,1013.69 \n",
" 1524.35,1001.07 1526.45,988.374 1528.56,975.608 1530.66,962.777 1532.76,949.885 1534.86,936.937 1536.97,923.937 1539.07,910.891 1541.17,897.802 1543.28,884.675 \n",
" 1545.38,871.516 1547.48,858.328 1549.58,845.117 1551.69,831.886 1553.79,818.642 1555.89,805.388 1558,792.13 1560.1,778.871 1562.2,765.618 1564.3,752.373 \n",
" 1566.41,739.143 1568.51,725.932 1570.61,712.744 1572.72,699.585 1574.82,686.458 1576.92,673.369 1579.02,660.323 1581.13,647.323 1583.23,634.375 1585.33,621.483 \n",
" 1587.43,608.651 1589.54,595.886 1591.64,583.189 1593.74,570.568 1595.85,558.025 1597.95,545.566 1600.05,533.194 1602.15,520.914 1604.26,508.731 1606.36,496.649 \n",
" 1608.46,484.673 1610.57,472.805 1612.67,461.051 1614.77,449.416 1616.87,437.902 1618.98,426.514 1621.08,415.256 1623.18,404.133 1625.29,393.148 1627.39,382.305 \n",
" 1629.49,371.607 1631.59,361.06 1633.7,350.665 1635.8,340.428 1637.9,330.352 1640.01,320.44 1642.11,310.697 1644.21,301.124 1646.31,291.726 1648.42,282.507 \n",
" 1650.52,273.469 1652.62,264.615 1654.73,255.95 1656.83,247.475 1658.93,239.194 1661.03,231.11 1663.14,223.226 1665.24,215.544 1667.34,208.068 1669.45,200.799 \n",
" 1671.55,193.741 1673.65,186.896 1675.75,180.267 1677.86,173.855 1679.96,167.663 1682.06,161.694 1684.17,155.949 1686.27,150.431 1688.37,145.141 1690.47,140.081 \n",
" 1692.58,135.254 1694.68,130.66 1696.78,126.302 1698.89,122.181 1700.99,118.298 1703.09,114.656 1705.19,111.254 1707.3,108.095 1709.4,105.18 1711.5,102.509 \n",
" 1713.6,100.083 1715.71,97.904 1717.81,95.9721 1719.91,94.2879 1722.02,92.8522 1724.12,91.6655 1726.22,90.7281 1728.32,90.0404 1730.43,89.6027 1732.53,89.415 \n",
" 1734.63,89.4776 1736.74,89.7903 1738.84,90.353 1740.94,91.1656 1743.04,92.2277 1745.15,93.539 1747.25,95.099 1749.35,96.9071 1751.46,98.9627 1753.56,101.265 \n",
" 1755.66,103.814 1757.76,106.607 1759.87,109.644 1761.97,112.925 1764.07,116.447 1766.18,120.21 1768.28,124.212 1770.38,128.452 1772.48,132.928 1774.59,137.638 \n",
" 1776.69,142.582 1778.79,147.757 1780.9,153.161 1783,158.793 1785.1,164.651 1787.2,170.731 1789.31,177.033 1791.41,183.554 1793.51,190.292 1795.62,197.244 \n",
" 1797.72,204.407 1799.82,211.78 1801.92,219.36 1804.03,227.143 1806.13,235.127 1808.23,243.31 1810.34,251.688 1812.44,260.259 1814.54,269.019 1816.64,277.965 \n",
" 1818.75,287.094 1820.85,296.403 1822.95,305.889 1825.05,315.547 1827.16,325.376 1829.26,335.37 1831.36,345.527 1833.47,355.843 1835.57,366.314 1837.67,376.937 \n",
" 1839.77,387.708 1841.88,398.623 1843.98,409.678 1846.08,420.869 1848.19,432.192 1850.29,443.643 1852.39,455.219 1854.49,466.914 1856.6,478.725 1858.7,490.648 \n",
" 1860.8,502.678 1862.91,514.811 1865.01,527.042 1867.11,539.368 1869.21,551.785 1871.32,564.286 1873.42,576.869 1875.52,589.528 1877.63,602.26 1879.73,615.059 \n",
" 1881.83,627.921 1883.93,640.842 1886.04,653.817 1888.14,666.84 1890.24,679.909 1892.35,693.017 1894.45,706.161 1896.55,719.335 1898.65,732.535 1900.76,745.756 \n",
" 1902.86,758.994 1904.96,772.244 1907.07,785.5 1909.17,798.759 1911.27,812.016 1913.37,825.266 1915.48,838.504 1917.58,851.725 1919.68,864.925 1921.79,878.099 \n",
" 1923.89,891.243 1925.99,904.351 1928.09,917.419 1930.2,930.443 1932.3,943.418 1934.4,956.338 1936.5,969.201 1938.61,982 1940.71,994.731 1942.81,1007.39 \n",
" 1944.92,1019.97 1947.02,1032.48 1949.12,1044.89 1951.22,1057.22 1953.33,1069.45 1955.43,1081.58 1957.53,1093.61 1959.64,1105.53 1961.74,1117.35 1963.84,1129.04 \n",
" 1965.94,1140.62 1968.05,1152.07 1970.15,1163.39 1972.25,1174.58 1974.36,1185.64 1976.46,1196.55 1978.56,1207.32 1980.66,1217.95 1982.77,1228.42 1984.87,1238.73 \n",
" 1986.97,1248.89 1989.08,1258.88 1991.18,1268.71 1993.28,1278.37 1995.38,1287.86 1997.49,1297.17 1999.59,1306.29 2001.69,1315.24 2003.8,1324 2005.9,1332.57 \n",
" 2008,1340.95 2010.1,1349.13 2012.21,1357.12 2014.31,1364.9 2016.41,1372.48 2018.52,1379.85 2020.62,1387.02 2022.72,1393.97 2024.82,1400.71 2026.93,1407.23 \n",
" 2029.03,1413.53 2031.13,1419.61 2033.24,1425.47 2035.34,1431.1 2037.44,1436.5 2039.54,1441.68 2041.65,1446.62 2043.75,1451.33 2045.85,1455.81 2047.95,1460.05 \n",
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" 2071.09,1490.72 2073.19,1492.03 2075.29,1493.09 2077.39,1493.91 2079.5,1494.47 2081.6,1494.78 2083.7,1494.84 2085.81,1494.66 2087.91,1494.22 2090.01,1493.53 \n",
" 2092.11,1492.59 2094.22,1491.41 2096.32,1489.97 2098.42,1488.29 2100.53,1486.36 2102.63,1484.18 2104.73,1481.75 2106.83,1479.08 2108.94,1476.16 2111.04,1473.01 \n",
" 2113.14,1469.6 2115.25,1465.96 2117.35,1462.08 2119.45,1457.96 2121.55,1453.6 2123.66,1449.01 2125.76,1444.18 2127.86,1439.12 2129.97,1433.83 2132.07,1428.31 \n",
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" 2176.23,1263.82 2178.33,1253.91 2180.43,1243.83 2182.54,1233.59 2184.64,1223.2 2186.74,1212.65 2188.84,1201.96 2190.95,1191.11 2193.05,1180.13 2195.15,1169 \n",
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" 1187.9,1483.59 1190,1485.83 1192.1,1487.83 1194.21,1489.57 1196.31,1491.07 1198.41,1492.32 1200.51,1493.32 1202.62,1494.07 1204.72,1494.57 1206.82,1494.82 \n",
" 1208.93,1494.82 1211.03,1494.57 1213.13,1494.07 1215.23,1493.32 1217.34,1492.32 1219.44,1491.07 1221.54,1489.57 1223.65,1487.83 1225.75,1485.83 1227.85,1483.59 \n",
" 1229.95,1481.11 1232.06,1478.37 1234.16,1475.4 1236.26,1472.18 1238.37,1468.72 1240.47,1465.01 1242.57,1461.07 1244.67,1456.89 1246.78,1452.47 1248.88,1447.82 \n",
" 1250.98,1442.94 1253.08,1437.82 1255.19,1432.47 1257.29,1426.9 1259.39,1421.09 1261.5,1415.07 1263.6,1408.82 1265.7,1402.36 1267.8,1395.67 1269.91,1388.77 \n",
" 1272.01,1381.66 1274.11,1374.34 1276.22,1366.81 1278.32,1359.08 1280.42,1351.15 1282.52,1343.01 1284.63,1334.68 1286.73,1326.16 1288.83,1317.45 1290.94,1308.55 \n",
" 1293.04,1299.46 1295.14,1290.2 1297.24,1280.76 1299.35,1271.14 1301.45,1261.36 1303.55,1251.4 1305.66,1241.29 1307.76,1231.01 1309.86,1220.58 1311.96,1209.99 \n",
" 1314.07,1199.26 1316.17,1188.38 1318.27,1177.36 1320.38,1166.2 1322.48,1154.91 1324.58,1143.49 1326.68,1131.95 1328.79,1120.28 1330.89,1108.5 1332.99,1096.6 \n",
" 1335.1,1084.6 1337.2,1072.49 1339.3,1060.28 1341.4,1047.98 1343.51,1035.59 1345.61,1023.11 1347.71,1010.54 1349.82,997.903 1351.92,985.189 1354.02,972.406 \n",
" 1356.12,959.56 1358.23,946.653 1360.33,933.692 1362.43,920.68 1364.53,907.622 1366.64,894.523 1368.74,881.388 1370.84,868.221 1372.95,855.027 1375.05,841.811 \n",
" 1377.15,828.577 1379.25,815.329 1381.36,802.074 1383.46,788.815 1385.56,775.557 1387.67,762.305 1389.77,749.064 1391.87,735.838 1393.97,722.633 1396.08,709.451 \n",
" 1398.18,696.3 1400.28,683.182 1402.39,670.103 1404.49,657.068 1406.59,644.081 1408.69,631.146 1410.8,618.269 1412.9,605.454 1415,592.705 1417.11,580.027 \n",
" 1419.21,567.425 1421.31,554.902 1423.41,542.464 1425.52,530.115 1427.62,517.859 1429.72,505.701 1431.83,493.645 1433.93,481.695 1436.03,469.856 1438.13,458.131 \n",
" 1440.24,446.526 1442.34,435.043 1444.44,423.687 1446.55,412.463 1448.65,401.374 1450.75,390.424 1452.85,379.616 1454.96,368.956 1457.06,358.447 1459.16,348.091 \n",
" 1461.27,337.894 1463.37,327.859 1465.47,317.989 1467.57,308.287 1469.68,298.758 1471.78,289.405 1473.88,280.23 1475.98,271.238 1478.09,262.431 1480.19,253.813 \n",
" 1482.29,245.387 1484.4,237.155 1486.5,229.12 1488.6,221.286 1490.7,213.656 1492.81,206.231 1494.91,199.015 1497.01,192.01 1499.12,185.218 1501.22,178.643 \n",
" 1503.32,172.286 1505.42,166.15 1507.53,160.237 1509.63,154.548 1511.73,149.087 1513.84,143.854 1515.94,138.853 1518.04,134.083 1520.14,129.549 1522.25,125.25 \n",
" 1524.35,121.188 1526.45,117.365 1528.56,113.783 1530.66,110.442 1532.76,107.343 1534.86,104.489 1536.97,101.879 1539.07,99.5152 1541.17,97.3978 1543.28,95.5278 \n",
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" 1566.41,91.4077 1568.51,92.5322 1570.61,93.9057 1572.72,95.5278 1574.82,97.3978 1576.92,99.5152 1579.02,101.879 1581.13,104.489 1583.23,107.343 1585.33,110.442 \n",
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" 1608.46,160.237 1610.57,166.15 1612.67,172.286 1614.77,178.643 1616.87,185.218 1618.98,192.01 1621.08,199.015 1623.18,206.231 1625.29,213.656 1627.39,221.286 \n",
" 1629.49,229.12 1631.59,237.155 1633.7,245.387 1635.8,253.813 1637.9,262.431 1640.01,271.238 1642.11,280.23 1644.21,289.405 1646.31,298.758 1648.42,308.287 \n",
" 1650.52,317.989 1652.62,327.859 1654.73,337.894 1656.83,348.091 1658.93,358.447 1661.03,368.956 1663.14,379.616 1665.24,390.424 1667.34,401.374 1669.45,412.463 \n",
" 1671.55,423.687 1673.65,435.043 1675.75,446.526 1677.86,458.131 1679.96,469.856 1682.06,481.695 1684.17,493.645 1686.27,505.701 1688.37,517.859 1690.47,530.115 \n",
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" 662.189,1482.99 664.292,1485.3 666.395,1487.35 668.498,1489.16 670.601,1490.72 672.704,1492.03 674.806,1493.09 676.909,1493.91 679.012,1494.47 681.115,1494.78 \n",
" 683.218,1494.84 685.321,1494.66 687.423,1494.22 689.526,1493.53 691.629,1492.59 693.732,1491.41 695.835,1489.97 697.938,1488.29 700.04,1486.36 702.143,1484.18 \n",
" 704.246,1481.75 706.349,1479.08 708.452,1476.16 710.555,1473.01 712.657,1469.6 714.76,1465.96 716.863,1462.08 718.966,1457.96 721.069,1453.6 723.172,1449.01 \n",
" 725.274,1444.18 727.377,1439.12 729.48,1433.83 731.583,1428.31 733.686,1422.57 735.788,1416.6 737.891,1410.4 739.994,1403.99 742.097,1397.36 744.2,1390.52 \n",
" 746.303,1383.46 748.405,1376.19 750.508,1368.72 752.611,1361.03 754.714,1353.15 756.817,1345.07 758.92,1336.78 761.022,1328.31 763.125,1319.64 765.228,1310.79 \n",
" 767.331,1301.75 769.434,1292.53 771.537,1283.14 773.639,1273.56 775.742,1263.82 777.845,1253.91 779.948,1243.83 782.051,1233.59 784.154,1223.2 786.256,1212.65 \n",
" 788.359,1201.96 790.462,1191.11 792.565,1180.13 794.668,1169 796.771,1157.75 798.873,1146.36 800.976,1134.84 803.079,1123.21 805.182,1111.45 807.285,1099.59 \n",
" 809.388,1087.61 811.49,1075.53 813.593,1063.35 815.696,1051.07 817.799,1038.69 819.902,1026.23 822.005,1013.69 824.107,1001.07 826.21,988.374 828.313,975.608 \n",
" 830.416,962.777 832.519,949.885 834.622,936.937 836.724,923.937 838.827,910.891 840.93,897.802 843.033,884.675 845.136,871.516 847.239,858.328 849.341,845.117 \n",
" 851.444,831.886 853.547,818.642 855.65,805.388 857.753,792.13 859.856,778.871 861.958,765.618 864.061,752.373 866.164,739.143 868.267,725.932 870.37,712.744 \n",
" 872.473,699.585 874.575,686.458 876.678,673.369 878.781,660.323 880.884,647.323 882.987,634.375 885.089,621.483 887.192,608.651 889.295,595.886 891.398,583.189 \n",
" 893.501,570.568 895.604,558.025 897.706,545.566 899.809,533.194 901.912,520.914 904.015,508.731 906.118,496.649 908.221,484.673 910.323,472.805 912.426,461.051 \n",
" 914.529,449.416 916.632,437.902 918.735,426.514 920.838,415.256 922.94,404.133 925.043,393.148 927.146,382.305 929.249,371.607 931.352,361.06 933.455,350.665 \n",
" 935.557,340.428 937.66,330.352 939.763,320.44 941.866,310.697 943.969,301.124 946.072,291.726 948.174,282.507 950.277,273.469 952.38,264.615 954.483,255.95 \n",
" 956.586,247.475 958.689,239.194 960.791,231.11 962.894,223.226 964.997,215.544 967.1,208.068 969.203,200.799 971.306,193.741 973.408,186.896 975.511,180.267 \n",
" 977.614,173.855 979.717,167.663 981.82,161.694 983.923,155.949 986.025,150.431 988.128,145.141 990.231,140.081 992.334,135.254 994.437,130.66 996.54,126.302 \n",
" 998.642,122.181 1000.75,118.298 1002.85,114.656 1004.95,111.254 1007.05,108.095 1009.16,105.18 1011.26,102.509 1013.36,100.083 1015.46,97.904 1017.57,95.9721 \n",
" 1019.67,94.2879 1021.77,92.8522 1023.88,91.6655 1025.98,90.7281 1028.08,90.0404 1030.18,89.6027 1032.29,89.415 1034.39,89.4776 1036.49,89.7903 1038.6,90.353 \n",
" 1040.7,91.1656 1042.8,92.2277 1044.9,93.539 1047.01,95.099 1049.11,96.9071 1051.21,98.9627 1053.32,101.265 1055.42,103.814 1057.52,106.607 1059.62,109.644 \n",
" 1061.73,112.925 1063.83,116.447 1065.93,120.21 1068.04,124.212 1070.14,128.452 1072.24,132.928 1074.34,137.638 1076.45,142.582 1078.55,147.757 1080.65,153.161 \n",
" 1082.76,158.793 1084.86,164.651 1086.96,170.731 1089.06,177.033 1091.17,183.554 1093.27,190.292 1095.37,197.244 1097.48,204.407 1099.58,211.78 1101.68,219.36 \n",
" 1103.78,227.143 1105.89,235.127 1107.99,243.31 1110.09,251.688 1112.2,260.259 1114.3,269.019 1116.4,277.965 1118.5,287.094 1120.61,296.403 1122.71,305.889 \n",
" 1124.81,315.547 1126.92,325.376 1129.02,335.37 1131.12,345.527 1133.22,355.843 1135.33,366.314 1137.43,376.937 1139.53,387.708 1141.63,398.623 1143.74,409.678 \n",
" 1145.84,420.869 1147.94,432.192 1150.05,443.643 1152.15,455.219 1154.25,466.914 1156.35,478.725 1158.46,490.648 1160.56,502.678 1162.66,514.811 1164.77,527.042 \n",
" 1166.87,539.368 1168.97,551.785 1171.07,564.286 1173.18,576.869 1175.28,589.528 1177.38,602.26 1179.49,615.059 1181.59,627.921 1183.69,640.842 1185.79,653.817 \n",
" 1187.9,666.84 1190,679.909 1192.1,693.017 1194.21,706.161 1196.31,719.335 1198.41,732.535 1200.51,745.756 1202.62,758.994 1204.72,772.244 1206.82,785.5 \n",
" 1208.93,798.759 1211.03,812.016 1213.13,825.266 1215.23,838.504 1217.34,851.725 1219.44,864.925 1221.54,878.099 1223.65,891.243 1225.75,904.351 1227.85,917.419 \n",
" 1229.95,930.443 1232.06,943.418 1234.16,956.338 1236.26,969.201 1238.37,982 1240.47,994.731 1242.57,1007.39 1244.67,1019.97 1246.78,1032.48 1248.88,1044.89 \n",
" 1250.98,1057.22 1253.08,1069.45 1255.19,1081.58 1257.29,1093.61 1259.39,1105.53 1261.5,1117.35 1263.6,1129.04 1265.7,1140.62 1267.8,1152.07 1269.91,1163.39 \n",
" 1272.01,1174.58 1274.11,1185.64 1276.22,1196.55 1278.32,1207.32 1280.42,1217.95 1282.52,1228.42 1284.63,1238.73 1286.73,1248.89 1288.83,1258.88 1290.94,1268.71 \n",
" 1293.04,1278.37 1295.14,1287.86 1297.24,1297.17 1299.35,1306.29 1301.45,1315.24 1303.55,1324 1305.66,1332.57 1307.76,1340.95 1309.86,1349.13 1311.96,1357.12 \n",
" 1314.07,1364.9 1316.17,1372.48 1318.27,1379.85 1320.38,1387.02 1322.48,1393.97 1324.58,1400.71 1326.68,1407.23 1328.79,1413.53 1330.89,1419.61 1332.99,1425.47 \n",
" 1335.1,1431.1 1337.2,1436.5 1339.3,1441.68 1341.4,1446.62 1343.51,1451.33 1345.61,1455.81 1347.71,1460.05 1349.82,1464.05 1351.92,1467.81 1354.02,1471.33 \n",
" 1356.12,1474.62 1358.23,1477.65 1360.33,1480.45 1362.43,1482.99 1364.53,1485.3 1366.64,1487.35 1368.74,1489.16 1370.84,1490.72 1372.95,1492.03 1375.05,1493.09 \n",
" 1377.15,1493.91 1379.25,1494.47 1381.36,1494.78 1383.46,1494.84 1385.56,1494.66 1387.67,1494.22 1389.77,1493.53 1391.87,1492.59 1393.97,1491.41 1396.08,1489.97 \n",
" 1398.18,1488.29 1400.28,1486.36 1402.39,1484.18 1404.49,1481.75 1406.59,1479.08 1408.69,1476.16 1410.8,1473.01 1412.9,1469.6 1415,1465.96 1417.11,1462.08 \n",
" 1419.21,1457.96 1421.31,1453.6 1423.41,1449.01 1425.52,1444.18 1427.62,1439.12 1429.72,1433.83 1431.83,1428.31 1433.93,1422.57 1436.03,1416.6 1438.13,1410.4 \n",
" 1440.24,1403.99 1442.34,1397.36 1444.44,1390.52 1446.55,1383.46 1448.65,1376.19 1450.75,1368.72 1452.85,1361.03 1454.96,1353.15 1457.06,1345.07 1459.16,1336.78 \n",
" 1461.27,1328.31 1463.37,1319.64 1465.47,1310.79 1467.57,1301.75 1469.68,1292.53 1471.78,1283.14 1473.88,1273.56 1475.98,1263.82 1478.09,1253.91 1480.19,1243.83 \n",
" 1482.29,1233.59 1484.4,1223.2 1486.5,1212.65 1488.6,1201.96 1490.7,1191.11 1492.81,1180.13 1494.91,1169 1497.01,1157.75 1499.12,1146.36 1501.22,1134.84 \n",
" 1503.32,1123.21 1505.42,1111.45 1507.53,1099.59 1509.63,1087.61 1511.73,1075.53 1513.84,1063.35 1515.94,1051.07 1518.04,1038.69 1520.14,1026.23 1522.25,1013.69 \n",
" 1524.35,1001.07 1526.45,988.374 1528.56,975.608 1530.66,962.777 1532.76,949.885 1534.86,936.937 1536.97,923.937 1539.07,910.891 1541.17,897.802 1543.28,884.675 \n",
" 1545.38,871.516 1547.48,858.328 1549.58,845.117 1551.69,831.886 1553.79,818.642 1555.89,805.388 1558,792.13 1560.1,778.871 1562.2,765.618 1564.3,752.373 \n",
" 1566.41,739.143 1568.51,725.932 1570.61,712.744 1572.72,699.585 1574.82,686.458 1576.92,673.369 1579.02,660.323 1581.13,647.323 1583.23,634.375 1585.33,621.483 \n",
" 1587.43,608.651 1589.54,595.886 1591.64,583.189 1593.74,570.568 1595.85,558.025 1597.95,545.566 1600.05,533.194 1602.15,520.914 1604.26,508.731 1606.36,496.649 \n",
" 1608.46,484.673 1610.57,472.805 1612.67,461.051 1614.77,449.416 1616.87,437.902 1618.98,426.514 1621.08,415.256 1623.18,404.133 1625.29,393.148 1627.39,382.305 \n",
" 1629.49,371.607 1631.59,361.06 1633.7,350.665 1635.8,340.428 1637.9,330.352 1640.01,320.44 1642.11,310.697 1644.21,301.124 1646.31,291.726 1648.42,282.507 \n",
" 1650.52,273.469 1652.62,264.615 1654.73,255.95 1656.83,247.475 1658.93,239.194 1661.03,231.11 1663.14,223.226 1665.24,215.544 1667.34,208.068 1669.45,200.799 \n",
" 1671.55,193.741 1673.65,186.896 1675.75,180.267 1677.86,173.855 1679.96,167.663 1682.06,161.694 1684.17,155.949 1686.27,150.431 1688.37,145.141 1690.47,140.081 \n",
" 1692.58,135.254 1694.68,130.66 1696.78,126.302 1698.89,122.181 1700.99,118.298 1703.09,114.656 1705.19,111.254 1707.3,108.095 1709.4,105.18 1711.5,102.509 \n",
" 1713.6,100.083 1715.71,97.904 1717.81,95.9721 1719.91,94.2879 1722.02,92.8522 1724.12,91.6655 1726.22,90.7281 1728.32,90.0404 1730.43,89.6027 1732.53,89.415 \n",
" 1734.63,89.4776 1736.74,89.7903 1738.84,90.353 1740.94,91.1656 1743.04,92.2277 1745.15,93.539 1747.25,95.099 1749.35,96.9071 1751.46,98.9627 1753.56,101.265 \n",
" 1755.66,103.814 1757.76,106.607 1759.87,109.644 1761.97,112.925 1764.07,116.447 1766.18,120.21 1768.28,124.212 1770.38,128.452 1772.48,132.928 1774.59,137.638 \n",
" 1776.69,142.582 1778.79,147.757 1780.9,153.161 1783,158.793 1785.1,164.651 1787.2,170.731 1789.31,177.033 1791.41,183.554 1793.51,190.292 1795.62,197.244 \n",
" 1797.72,204.407 1799.82,211.78 1801.92,219.36 1804.03,227.143 1806.13,235.127 1808.23,243.31 1810.34,251.688 1812.44,260.259 1814.54,269.019 1816.64,277.965 \n",
" 1818.75,287.094 1820.85,296.403 1822.95,305.889 1825.05,315.547 1827.16,325.376 1829.26,335.37 1831.36,345.527 1833.47,355.843 1835.57,366.314 1837.67,376.937 \n",
" 1839.77,387.708 1841.88,398.623 1843.98,409.678 1846.08,420.869 1848.19,432.192 1850.29,443.643 1852.39,455.219 1854.49,466.914 1856.6,478.725 1858.7,490.648 \n",
" 1860.8,502.678 1862.91,514.811 1865.01,527.042 1867.11,539.368 1869.21,551.785 1871.32,564.286 1873.42,576.869 1875.52,589.528 1877.63,602.26 1879.73,615.059 \n",
" 1881.83,627.921 1883.93,640.842 1886.04,653.817 1888.14,666.84 1890.24,679.909 1892.35,693.017 1894.45,706.161 1896.55,719.335 1898.65,732.535 1900.76,745.756 \n",
" 1902.86,758.994 1904.96,772.244 1907.07,785.5 1909.17,798.759 1911.27,812.016 1913.37,825.266 1915.48,838.504 1917.58,851.725 1919.68,864.925 1921.79,878.099 \n",
" 1923.89,891.243 1925.99,904.351 1928.09,917.419 1930.2,930.443 1932.3,943.418 1934.4,956.338 1936.5,969.201 1938.61,982 1940.71,994.731 1942.81,1007.39 \n",
" 1944.92,1019.97 1947.02,1032.48 1949.12,1044.89 1951.22,1057.22 1953.33,1069.45 1955.43,1081.58 1957.53,1093.61 1959.64,1105.53 1961.74,1117.35 1963.84,1129.04 \n",
" 1965.94,1140.62 1968.05,1152.07 1970.15,1163.39 1972.25,1174.58 1974.36,1185.64 1976.46,1196.55 1978.56,1207.32 1980.66,1217.95 1982.77,1228.42 1984.87,1238.73 \n",
" 1986.97,1248.89 1989.08,1258.88 1991.18,1268.71 1993.28,1278.37 1995.38,1287.86 1997.49,1297.17 1999.59,1306.29 2001.69,1315.24 2003.8,1324 2005.9,1332.57 \n",
" 2008,1340.95 2010.1,1349.13 2012.21,1357.12 2014.31,1364.9 2016.41,1372.48 2018.52,1379.85 2020.62,1387.02 2022.72,1393.97 2024.82,1400.71 2026.93,1407.23 \n",
" 2029.03,1413.53 2031.13,1419.61 2033.24,1425.47 2035.34,1431.1 2037.44,1436.5 2039.54,1441.68 2041.65,1446.62 2043.75,1451.33 2045.85,1455.81 2047.95,1460.05 \n",
" 2050.06,1464.05 2052.16,1467.81 2054.26,1471.33 2056.37,1474.62 2058.47,1477.65 2060.57,1480.45 2062.67,1482.99 2064.78,1485.3 2066.88,1487.35 2068.98,1489.16 \n",
" 2071.09,1490.72 2073.19,1492.03 2075.29,1493.09 2077.39,1493.91 2079.5,1494.47 2081.6,1494.78 2083.7,1494.84 2085.81,1494.66 2087.91,1494.22 2090.01,1493.53 \n",
" 2092.11,1492.59 2094.22,1491.41 2096.32,1489.97 2098.42,1488.29 2100.53,1486.36 2102.63,1484.18 2104.73,1481.75 2106.83,1479.08 2108.94,1476.16 2111.04,1473.01 \n",
" 2113.14,1469.6 2115.25,1465.96 2117.35,1462.08 2119.45,1457.96 2121.55,1453.6 2123.66,1449.01 2125.76,1444.18 2127.86,1439.12 2129.97,1433.83 2132.07,1428.31 \n",
" 2134.17,1422.57 2136.27,1416.6 2138.38,1410.4 2140.48,1403.99 2142.58,1397.36 2144.69,1390.52 2146.79,1383.46 2148.89,1376.19 2150.99,1368.72 2153.1,1361.03 \n",
" 2155.2,1353.15 2157.3,1345.07 2159.4,1336.78 2161.51,1328.31 2163.61,1319.64 2165.71,1310.79 2167.82,1301.75 2169.92,1292.53 2172.02,1283.14 2174.12,1273.56 \n",
" 2176.23,1263.82 2178.33,1253.91 2180.43,1243.83 2182.54,1233.59 2184.64,1223.2 2186.74,1212.65 2188.84,1201.96 2190.95,1191.11 2193.05,1180.13 2195.15,1169 \n",
" 2197.26,1157.75 2199.36,1146.36 2201.46,1134.84 2203.56,1123.21 2205.67,1111.45 2207.77,1099.59 2209.87,1087.61 2211.98,1075.53 2214.08,1063.35 2216.18,1051.07 \n",
" 2218.28,1038.69 2220.39,1026.23 2222.49,1013.69 2224.59,1001.07 2226.7,988.374 2228.8,975.608 2230.9,962.777 2233,949.885 2235.11,936.937 2237.21,923.937 \n",
" 2239.31,910.891 2241.42,897.802 2243.52,884.675 2245.62,871.516 2247.72,858.328 2249.83,845.117 2251.93,831.886 2254.03,818.642 2256.14,805.388 2258.24,792.13 \n",
" \n",
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" 178.538,101.879 180.641,104.489 182.744,107.343 184.847,110.442 186.95,113.783 189.052,117.365 191.155,121.188 193.258,125.25 195.361,129.549 197.464,134.083 \n",
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" 241.623,280.23 243.726,289.405 245.829,298.758 247.932,308.287 250.035,317.989 252.137,327.859 254.24,337.894 256.343,348.091 258.446,358.447 260.549,368.956 \n",
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" 283.68,493.645 285.783,505.701 287.886,517.859 289.988,530.115 292.091,542.464 294.194,554.902 296.297,567.425 298.4,580.027 300.503,592.705 302.605,605.454 \n",
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" 346.765,881.388 348.868,894.523 350.97,907.622 353.073,920.68 355.176,933.692 357.279,946.653 359.382,959.56 361.485,972.406 363.587,985.189 365.69,997.903 \n",
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" 388.821,1131.95 390.924,1143.49 393.027,1154.91 395.13,1166.2 397.233,1177.36 399.336,1188.38 401.438,1199.26 403.541,1209.99 405.644,1220.58 407.747,1231.01 \n",
" 409.85,1241.29 411.953,1251.4 414.055,1261.36 416.158,1271.14 418.261,1280.76 420.364,1290.2 422.467,1299.46 424.57,1308.55 426.672,1317.45 428.775,1326.16 \n",
" 430.878,1334.68 432.981,1343.01 435.084,1351.15 437.187,1359.08 439.289,1366.81 441.392,1374.34 443.495,1381.66 445.598,1388.77 447.701,1395.67 449.804,1402.36 \n",
" 451.906,1408.82 454.009,1415.07 456.112,1421.09 458.215,1426.9 460.318,1432.47 462.42,1437.82 464.523,1442.94 466.626,1447.82 468.729,1452.47 470.832,1456.89 \n",
" 472.935,1461.07 475.037,1465.01 477.14,1468.72 479.243,1472.18 481.346,1475.4 483.449,1478.37 485.552,1481.11 487.654,1483.59 489.757,1485.83 491.86,1487.83 \n",
" 493.963,1489.57 496.066,1491.07 498.169,1492.32 500.271,1493.32 502.374,1494.07 504.477,1494.57 506.58,1494.82 508.683,1494.82 510.786,1494.57 512.888,1494.07 \n",
" 514.991,1493.32 517.094,1492.32 519.197,1491.07 521.3,1489.57 523.403,1487.83 525.505,1485.83 527.608,1483.59 529.711,1481.11 531.814,1478.37 533.917,1475.4 \n",
" 536.02,1472.18 538.122,1468.72 540.225,1465.01 542.328,1461.07 544.431,1456.89 546.534,1452.47 548.637,1447.82 550.739,1442.94 552.842,1437.82 554.945,1432.47 \n",
" 557.048,1426.9 559.151,1421.09 561.254,1415.07 563.356,1408.82 565.459,1402.36 567.562,1395.67 569.665,1388.77 571.768,1381.66 573.871,1374.34 575.973,1366.81 \n",
" 578.076,1359.08 580.179,1351.15 582.282,1343.01 584.385,1334.68 586.488,1326.16 588.59,1317.45 590.693,1308.55 592.796,1299.46 594.899,1290.2 597.002,1280.76 \n",
" 599.104,1271.14 601.207,1261.36 603.31,1251.4 605.413,1241.29 607.516,1231.01 609.619,1220.58 611.721,1209.99 613.824,1199.26 615.927,1188.38 618.03,1177.36 \n",
" 620.133,1166.2 622.236,1154.91 624.338,1143.49 626.441,1131.95 628.544,1120.28 630.647,1108.5 632.75,1096.6 634.853,1084.6 636.955,1072.49 639.058,1060.28 \n",
" 641.161,1047.98 643.264,1035.59 645.367,1023.11 647.47,1010.54 649.572,997.903 651.675,985.189 653.778,972.406 655.881,959.56 657.984,946.653 660.087,933.692 \n",
" 662.189,920.68 664.292,907.622 666.395,894.523 668.498,881.388 670.601,868.221 672.704,855.027 674.806,841.811 676.909,828.577 679.012,815.329 681.115,802.074 \n",
" 683.218,788.815 685.321,775.557 687.423,762.305 689.526,749.064 691.629,735.838 693.732,722.633 695.835,709.451 697.938,696.3 700.04,683.182 702.143,670.103 \n",
" 704.246,657.068 706.349,644.081 708.452,631.146 710.555,618.269 712.657,605.454 714.76,592.705 716.863,580.027 718.966,567.425 721.069,554.902 723.172,542.464 \n",
" 725.274,530.115 727.377,517.859 729.48,505.701 731.583,493.645 733.686,481.695 735.788,469.856 737.891,458.131 739.994,446.526 742.097,435.043 744.2,423.687 \n",
" 746.303,412.463 748.405,401.374 750.508,390.424 752.611,379.616 754.714,368.956 756.817,358.447 758.92,348.091 761.022,337.894 763.125,327.859 765.228,317.989 \n",
" 767.331,308.287 769.434,298.758 771.537,289.405 773.639,280.23 775.742,271.238 777.845,262.431 779.948,253.813 782.051,245.387 784.154,237.155 786.256,229.12 \n",
" 788.359,221.286 790.462,213.656 792.565,206.231 794.668,199.015 796.771,192.01 798.873,185.218 800.976,178.643 803.079,172.286 805.182,166.15 807.285,160.237 \n",
" 809.388,154.548 811.49,149.087 813.593,143.854 815.696,138.853 817.799,134.083 819.902,129.549 822.005,125.25 824.107,121.188 826.21,117.365 828.313,113.783 \n",
" 830.416,110.442 832.519,107.343 834.622,104.489 836.724,101.879 838.827,99.5152 840.93,97.3978 843.033,95.5278 845.136,93.9057 847.239,92.5322 849.341,91.4077 \n",
" 851.444,90.5327 853.547,89.9075 855.65,89.5323 857.753,89.4072 859.856,89.5323 861.958,89.9075 864.061,90.5327 866.164,91.4077 868.267,92.5322 870.37,93.9057 \n",
" 872.473,95.5278 874.575,97.3978 876.678,99.5152 878.781,101.879 880.884,104.489 882.987,107.343 885.089,110.442 887.192,113.783 889.295,117.365 891.398,121.188 \n",
" 893.501,125.25 895.604,129.549 897.706,134.083 899.809,138.853 901.912,143.854 904.015,149.087 906.118,154.548 908.221,160.237 910.323,166.15 912.426,172.286 \n",
" 914.529,178.643 916.632,185.218 918.735,192.01 920.838,199.015 922.94,206.231 925.043,213.656 927.146,221.286 929.249,229.12 931.352,237.155 933.455,245.387 \n",
" 935.557,253.813 937.66,262.431 939.763,271.238 941.866,280.23 943.969,289.405 946.072,298.758 948.174,308.287 950.277,317.989 952.38,327.859 954.483,337.894 \n",
" 956.586,348.091 958.689,358.447 960.791,368.956 962.894,379.616 964.997,390.424 967.1,401.374 969.203,412.463 971.306,423.687 973.408,435.043 975.511,446.526 \n",
" 977.614,458.131 979.717,469.856 981.82,481.695 983.923,493.645 986.025,505.701 988.128,517.859 990.231,530.115 992.334,542.464 994.437,554.902 996.54,567.425 \n",
" 998.642,580.027 1000.75,592.705 1002.85,605.454 1004.95,618.269 1007.05,631.146 1009.16,644.081 1011.26,657.068 1013.36,670.103 1015.46,683.182 1017.57,696.3 \n",
" 1019.67,709.451 1021.77,722.633 1023.88,735.838 1025.98,749.064 1028.08,762.305 1030.18,775.557 1032.29,788.815 1034.39,802.074 1036.49,815.329 1038.6,828.577 \n",
" 1040.7,841.811 1042.8,855.027 1044.9,868.221 1047.01,881.388 1049.11,894.523 1051.21,907.622 1053.32,920.68 1055.42,933.692 1057.52,946.653 1059.62,959.56 \n",
" 1061.73,972.406 1063.83,985.189 1065.93,997.903 1068.04,1010.54 1070.14,1023.11 1072.24,1035.59 1074.34,1047.98 1076.45,1060.28 1078.55,1072.49 1080.65,1084.6 \n",
" 1082.76,1096.6 1084.86,1108.5 1086.96,1120.28 1089.06,1131.95 1091.17,1143.49 1093.27,1154.91 1095.37,1166.2 1097.48,1177.36 1099.58,1188.38 1101.68,1199.26 \n",
" 1103.78,1209.99 1105.89,1220.58 1107.99,1231.01 1110.09,1241.29 1112.2,1251.4 1114.3,1261.36 1116.4,1271.14 1118.5,1280.76 1120.61,1290.2 1122.71,1299.46 \n",
" 1124.81,1308.55 1126.92,1317.45 1129.02,1326.16 1131.12,1334.68 1133.22,1343.01 1135.33,1351.15 1137.43,1359.08 1139.53,1366.81 1141.63,1374.34 1143.74,1381.66 \n",
" 1145.84,1388.77 1147.94,1395.67 1150.05,1402.36 1152.15,1408.82 1154.25,1415.07 1156.35,1421.09 1158.46,1426.9 1160.56,1432.47 1162.66,1437.82 1164.77,1442.94 \n",
" 1166.87,1447.82 1168.97,1452.47 1171.07,1456.89 1173.18,1461.07 1175.28,1465.01 1177.38,1468.72 1179.49,1472.18 1181.59,1475.4 1183.69,1478.37 1185.79,1481.11 \n",
" 1187.9,1483.59 1190,1485.83 1192.1,1487.83 1194.21,1489.57 1196.31,1491.07 1198.41,1492.32 1200.51,1493.32 1202.62,1494.07 1204.72,1494.57 1206.82,1494.82 \n",
" 1208.93,1494.82 1211.03,1494.57 1213.13,1494.07 1215.23,1493.32 1217.34,1492.32 1219.44,1491.07 1221.54,1489.57 1223.65,1487.83 1225.75,1485.83 1227.85,1483.59 \n",
" 1229.95,1481.11 1232.06,1478.37 1234.16,1475.4 1236.26,1472.18 1238.37,1468.72 1240.47,1465.01 1242.57,1461.07 1244.67,1456.89 1246.78,1452.47 1248.88,1447.82 \n",
" 1250.98,1442.94 1253.08,1437.82 1255.19,1432.47 1257.29,1426.9 1259.39,1421.09 1261.5,1415.07 1263.6,1408.82 1265.7,1402.36 1267.8,1395.67 1269.91,1388.77 \n",
" 1272.01,1381.66 1274.11,1374.34 1276.22,1366.81 1278.32,1359.08 1280.42,1351.15 1282.52,1343.01 1284.63,1334.68 1286.73,1326.16 1288.83,1317.45 1290.94,1308.55 \n",
" 1293.04,1299.46 1295.14,1290.2 1297.24,1280.76 1299.35,1271.14 1301.45,1261.36 1303.55,1251.4 1305.66,1241.29 1307.76,1231.01 1309.86,1220.58 1311.96,1209.99 \n",
" 1314.07,1199.26 1316.17,1188.38 1318.27,1177.36 1320.38,1166.2 1322.48,1154.91 1324.58,1143.49 1326.68,1131.95 1328.79,1120.28 1330.89,1108.5 1332.99,1096.6 \n",
" 1335.1,1084.6 1337.2,1072.49 1339.3,1060.28 1341.4,1047.98 1343.51,1035.59 1345.61,1023.11 1347.71,1010.54 1349.82,997.903 1351.92,985.189 1354.02,972.406 \n",
" 1356.12,959.56 1358.23,946.653 1360.33,933.692 1362.43,920.68 1364.53,907.622 1366.64,894.523 1368.74,881.388 1370.84,868.221 1372.95,855.027 1375.05,841.811 \n",
" 1377.15,828.577 1379.25,815.329 1381.36,802.074 1383.46,788.815 1385.56,775.557 1387.67,762.305 1389.77,749.064 1391.87,735.838 1393.97,722.633 1396.08,709.451 \n",
" 1398.18,696.3 1400.28,683.182 1402.39,670.103 1404.49,657.068 1406.59,644.081 1408.69,631.146 1410.8,618.269 1412.9,605.454 1415,592.705 1417.11,580.027 \n",
" 1419.21,567.425 1421.31,554.902 1423.41,542.464 1425.52,530.115 1427.62,517.859 1429.72,505.701 1431.83,493.645 1433.93,481.695 1436.03,469.856 1438.13,458.131 \n",
" 1440.24,446.526 1442.34,435.043 1444.44,423.687 1446.55,412.463 1448.65,401.374 1450.75,390.424 1452.85,379.616 1454.96,368.956 1457.06,358.447 1459.16,348.091 \n",
" 1461.27,337.894 1463.37,327.859 1465.47,317.989 1467.57,308.287 1469.68,298.758 1471.78,289.405 1473.88,280.23 1475.98,271.238 1478.09,262.431 1480.19,253.813 \n",
" 1482.29,245.387 1484.4,237.155 1486.5,229.12 1488.6,221.286 1490.7,213.656 1492.81,206.231 1494.91,199.015 1497.01,192.01 1499.12,185.218 1501.22,178.643 \n",
" 1503.32,172.286 1505.42,166.15 1507.53,160.237 1509.63,154.548 1511.73,149.087 1513.84,143.854 1515.94,138.853 1518.04,134.083 1520.14,129.549 1522.25,125.25 \n",
" 1524.35,121.188 1526.45,117.365 1528.56,113.783 1530.66,110.442 1532.76,107.343 1534.86,104.489 1536.97,101.879 1539.07,99.5152 1541.17,97.3978 1543.28,95.5278 \n",
" 1545.38,93.9057 1547.48,92.5322 1549.58,91.4077 1551.69,90.5327 1553.79,89.9075 1555.89,89.5323 1558,89.4072 1560.1,89.5323 1562.2,89.9075 1564.3,90.5327 \n",
" 1566.41,91.4077 1568.51,92.5322 1570.61,93.9057 1572.72,95.5278 1574.82,97.3978 1576.92,99.5152 1579.02,101.879 1581.13,104.489 1583.23,107.343 1585.33,110.442 \n",
" 1587.43,113.783 1589.54,117.365 1591.64,121.188 1593.74,125.25 1595.85,129.549 1597.95,134.083 1600.05,138.853 1602.15,143.854 1604.26,149.087 1606.36,154.548 \n",
" 1608.46,160.237 1610.57,166.15 1612.67,172.286 1614.77,178.643 1616.87,185.218 1618.98,192.01 1621.08,199.015 1623.18,206.231 1625.29,213.656 1627.39,221.286 \n",
" 1629.49,229.12 1631.59,237.155 1633.7,245.387 1635.8,253.813 1637.9,262.431 1640.01,271.238 1642.11,280.23 1644.21,289.405 1646.31,298.758 1648.42,308.287 \n",
" 1650.52,317.989 1652.62,327.859 1654.73,337.894 1656.83,348.091 1658.93,358.447 1661.03,368.956 1663.14,379.616 1665.24,390.424 1667.34,401.374 1669.45,412.463 \n",
" 1671.55,423.687 1673.65,435.043 1675.75,446.526 1677.86,458.131 1679.96,469.856 1682.06,481.695 1684.17,493.645 1686.27,505.701 1688.37,517.859 1690.47,530.115 \n",
" 1692.58,542.464 1694.68,554.902 1696.78,567.425 1698.89,580.027 1700.99,592.705 1703.09,605.454 1705.19,618.269 1707.3,631.146 1709.4,644.081 1711.5,657.068 \n",
" 1713.6,670.103 1715.71,683.182 1717.81,696.3 1719.91,709.451 1722.02,722.633 1724.12,735.838 1726.22,749.064 1728.32,762.305 1730.43,775.557 1732.53,788.815 \n",
" 1734.63,802.074 1736.74,815.329 1738.84,828.577 1740.94,841.811 1743.04,855.027 1745.15,868.221 1747.25,881.388 1749.35,894.523 1751.46,907.622 1753.56,920.68 \n",
" 1755.66,933.692 1757.76,946.653 1759.87,959.56 1761.97,972.406 1764.07,985.189 1766.18,997.903 1768.28,1010.54 1770.38,1023.11 1772.48,1035.59 1774.59,1047.98 \n",
" 1776.69,1060.28 1778.79,1072.49 1780.9,1084.6 1783,1096.6 1785.1,1108.5 1787.2,1120.28 1789.31,1131.95 1791.41,1143.49 1793.51,1154.91 1795.62,1166.2 \n",
" 1797.72,1177.36 1799.82,1188.38 1801.92,1199.26 1804.03,1209.99 1806.13,1220.58 1808.23,1231.01 1810.34,1241.29 1812.44,1251.4 1814.54,1261.36 1816.64,1271.14 \n",
" 1818.75,1280.76 1820.85,1290.2 1822.95,1299.46 1825.05,1308.55 1827.16,1317.45 1829.26,1326.16 1831.36,1334.68 1833.47,1343.01 1835.57,1351.15 1837.67,1359.08 \n",
" 1839.77,1366.81 1841.88,1374.34 1843.98,1381.66 1846.08,1388.77 1848.19,1395.67 1850.29,1402.36 1852.39,1408.82 1854.49,1415.07 1856.6,1421.09 1858.7,1426.9 \n",
" 1860.8,1432.47 1862.91,1437.82 1865.01,1442.94 1867.11,1447.82 1869.21,1452.47 1871.32,1456.89 1873.42,1461.07 1875.52,1465.01 1877.63,1468.72 1879.73,1472.18 \n",
" 1881.83,1475.4 1883.93,1478.37 1886.04,1481.11 1888.14,1483.59 1890.24,1485.83 1892.35,1487.83 1894.45,1489.57 1896.55,1491.07 1898.65,1492.32 1900.76,1493.32 \n",
" 1902.86,1494.07 1904.96,1494.57 1907.07,1494.82 1909.17,1494.82 1911.27,1494.57 1913.37,1494.07 1915.48,1493.32 1917.58,1492.32 1919.68,1491.07 1921.79,1489.57 \n",
" 1923.89,1487.83 1925.99,1485.83 1928.09,1483.59 1930.2,1481.11 1932.3,1478.37 1934.4,1475.4 1936.5,1472.18 1938.61,1468.72 1940.71,1465.01 1942.81,1461.07 \n",
" 1944.92,1456.89 1947.02,1452.47 1949.12,1447.82 1951.22,1442.94 1953.33,1437.82 1955.43,1432.47 1957.53,1426.9 1959.64,1421.09 1961.74,1415.07 1963.84,1408.82 \n",
" 1965.94,1402.36 1968.05,1395.67 1970.15,1388.77 1972.25,1381.66 1974.36,1374.34 1976.46,1366.81 1978.56,1359.08 1980.66,1351.15 1982.77,1343.01 1984.87,1334.68 \n",
" 1986.97,1326.16 1989.08,1317.45 1991.18,1308.55 1993.28,1299.46 1995.38,1290.2 1997.49,1280.76 1999.59,1271.14 2001.69,1261.36 2003.8,1251.4 2005.9,1241.29 \n",
" 2008,1231.01 2010.1,1220.58 2012.21,1209.99 2014.31,1199.26 2016.41,1188.38 2018.52,1177.36 2020.62,1166.2 2022.72,1154.91 2024.82,1143.49 2026.93,1131.95 \n",
" 2029.03,1120.28 2031.13,1108.5 2033.24,1096.6 2035.34,1084.6 2037.44,1072.49 2039.54,1060.28 2041.65,1047.98 2043.75,1035.59 2045.85,1023.11 2047.95,1010.54 \n",
" 2050.06,997.903 2052.16,985.189 2054.26,972.406 2056.37,959.56 2058.47,946.653 2060.57,933.692 2062.67,920.68 2064.78,907.622 2066.88,894.523 2068.98,881.388 \n",
" 2071.09,868.221 2073.19,855.027 2075.29,841.811 2077.39,828.577 2079.5,815.329 2081.6,802.074 2083.7,788.815 2085.81,775.557 2087.91,762.305 2090.01,749.064 \n",
" 2092.11,735.838 2094.22,722.633 2096.32,709.451 2098.42,696.3 2100.53,683.182 2102.63,670.103 2104.73,657.068 2106.83,644.081 2108.94,631.146 2111.04,618.269 \n",
" 2113.14,605.454 2115.25,592.705 2117.35,580.027 2119.45,567.425 2121.55,554.902 2123.66,542.464 2125.76,530.115 2127.86,517.859 2129.97,505.701 2132.07,493.645 \n",
" 2134.17,481.695 2136.27,469.856 2138.38,458.131 2140.48,446.526 2142.58,435.043 2144.69,423.687 2146.79,412.463 2148.89,401.374 2150.99,390.424 2153.1,379.616 \n",
" 2155.2,368.956 2157.3,358.447 2159.4,348.091 2161.51,337.894 2163.61,327.859 2165.71,317.989 2167.82,308.287 2169.92,298.758 2172.02,289.405 2174.12,280.23 \n",
" 2176.23,271.238 2178.33,262.431 2180.43,253.813 2182.54,245.387 2184.64,237.155 2186.74,229.12 2188.84,221.286 2190.95,213.656 2193.05,206.231 2195.15,199.015 \n",
" 2197.26,192.01 2199.36,185.218 2201.46,178.643 2203.56,172.286 2205.67,166.15 2207.77,160.237 2209.87,154.548 2211.98,149.087 2214.08,143.854 2216.18,138.853 \n",
" 2218.28,134.083 2220.39,129.549 2222.49,125.25 2224.59,121.188 2226.7,117.365 2228.8,113.783 2230.9,110.442 2233,107.343 2235.11,104.489 2237.21,101.879 \n",
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"<polyline clip-path=\"url(#clip4801)\" style=\"stroke:#009af9; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1982.43,191.244 2126.43,191.244 \n",
" \"/>\n",
"<g clip-path=\"url(#clip4801)\">\n",
"<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2150.43, 208.744)\" x=\"2150.43\" y=\"208.744\">y1</text>\n",
"</g>\n",
"<polyline clip-path=\"url(#clip4801)\" style=\"stroke:#e26f46; stroke-width:4; stroke-opacity:1; fill:none\" points=\"\n",
" 1982.43,251.724 2126.43,251.724 \n",
" \"/>\n",
"<g clip-path=\"url(#clip4801)\">\n",
"<text style=\"fill:#000000; fill-opacity:1; font-family:Arial,Helvetica Neue,Helvetica,sans-serif; font-size:48px; text-anchor:start;\" transform=\"rotate(0, 2150.43, 269.224)\" x=\"2150.43\" y=\"269.224\">y2</text>\n",
"</g>\n",
"</svg>\n"
]
},
"metadata": {},
"execution_count": 5
}
],
"cell_type": "code",
"source": [
"using Plots\n",
"x = range(0, stop=6π, length=1000)\n",
"y1 = sin.(x)\n",
"y2 = cos.(x)\n",
"plot(x, [y1, y2])"
],
"metadata": {},
"execution_count": 5
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"### Custom processing\n",
"\n",
"It is possible to give Literate custom pre- and post-processing functions.\n",
"For example, here we insert two placeholders, which we will replace with\n",
"something else at time of generation. We have here replaced our placeholders\n",
"with `z` and `1.0 + 2.0im`:"
],
"metadata": {}
},
{
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": "1.0 + 2.0im"
},
"metadata": {},
"execution_count": 6
}
],
"cell_type": "code",
"source": [
"z = 1.0 + 2.0im"
],
"metadata": {},
"execution_count": 6
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"### Documenter.jl interaction\n",
"\n",
"In the source file it is possible to use Documenter.jl style references,\n",
"such as `@ref` and `@id`. These will be filtered out in the notebook output.\n",
"For example, here is a link, but it is only\n",
"visible as a link if you are reading the markdown output. We can also\n",
"use equations:\n",
"\n",
"\\begin{equation}\n",
"\\int_\\Omega \\nabla v \\cdot \\nabla u\\ \\mathrm{d}\\Omega = \\int_\\Omega v f\\ \\mathrm{d}\\Omega\n",
"\\end{equation}\n",
"\n",
"using Documenters math syntax. Documenters syntax is automatically changed to\n",
"`\\begin{equation} ... \\end{equation}` in the notebook output to display correctly."
],
"metadata": {}
},
{
"outputs": [],
"cell_type": "markdown",
"source": [
"*This notebook was generated using [Literate.jl](https://github.com/fredrikekre/Literate.jl).*"
],
"metadata": {}
}
],
"nbformat_minor": 3,
"metadata": {
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.0.3"
},
"kernelspec": {
"name": "julia-1.0",
"display_name": "Julia 1.0.3",
"language": "julia"
}
},
"nbformat": 4
}