{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Built-In Eccentricity Distributions\n", "\n", "DebrisPy includes a suite of built-in eccentricity profiles, each implemented as a subclass of the general `EccentricityDistribution` class. This modular design enables clean and convenient access to different functional forms while avoiding the overhead of manually specifying complex keyword arguments.\n", "\n", "The key advantages of these built-in profiles are:\n", "\n", "- **Analytic Kernel Forms**: Each profile has a known analytic expression for the kernel \\( \\Phi(r, a) \\), eliminating the need for numerical integration during kernel evaluation. This significantly improves both accuracy and computational efficiency.\n", "\n", "- **Pre-Normalised Distributions**: These profiles are normalised by construction, meaning that no numerical normalisation or gridding is required. Instead, the entire distribution is defined through closed-form expressions encapsulated within the class.\n", "\n", "- **Fully Compatible with the Pipeline**: Although the user may optionally provide `num_e_points` and `num_a_points` during initialisation, these parameters are only used for visualisation and do **not** affect the pipeline or the computed results in any way.\n", "\n", "Each built-in profile inherits all general methods from the `EccentricityDistribution` base class, including the ability to plot the distribution or evaluate it at arbitrary points. The following sections describe each built-in profile in detail, including how to initialise them and how to visualise their structure.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Rayleigh Distribution\n", "\n", "The *Rayleigh* eccentricity distribution is a commonly used form for modelling debris discs. Its normalised probability density function is given by:\n", "\n", "$$\n", "\\psi_e(e, a) = \\frac{e}{\\sigma(a)^2 \\left[1 - \\exp\\left(-\\frac{1}{2\\sigma(a)^2}\\right)\\right]} \\exp\\left(-\\frac{e^2}{2\\sigma(a)^2}\\right)\n", "$$\n", "\n", "This distribution is implemented in the `RayleighEccentricity` class.\n", "\n", "### Defining the $\\sigma(a)$ Profile\n", "\n", "The width of the distribution, $\\sigma(a)$, controls the spread in eccentricity and must be specified by the user. Two options are available:\n", "\n", "1. **Built-in power-law profile**:\n", "\n", " $$\n", " \\sigma(a) = \\sigma_0 \\left(\\frac{a_{\\min}}{a}\\right)^p\n", " $$\n", "\n", " - The normalisation $\\sigma_0$ is passed via the `sigma0` argument.\n", " - The power-law index $p$ is passed via the `power` argument.\n", "\n", "2. **Custom sigma function**:\n", "\n", " Users may also provide an arbitrary functional form for $\\sigma(a)$ via the `sigma_func` argument, which must be a callable accepting a scalar or array of semi-major axis values.\n", "\n", "After initialisation, the distribution can be visualised in 2D using the `plot()` method (see next sections for full description of method)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np \n", "from debrispy import RayleighEccentricity\n", "\n", "ecc = RayleighEccentricity(a_min=1, a_max=4, sigma0=0.7, power=1)\n", "ecc.plot()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def sigma_func(a):\n", " return 0.1*a**2\n", "\n", "ecc = RayleighEccentricity(a_min=1, a_max=4, sigma_func=sigma_func)\n", "ecc.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Additional Eccentricity Distributions\n", "\n", "In addition to the Rayleigh distribution, DebrisPy supports a range of other eccentricity distributions. These are named according to the characteristic shape of the ASD, $\\bar{\\Sigma}(r)$, that they produce in the limit of a geometrically thin disc (i.e. when $\\Sigma_a(a)$ approaches a Dirac delta function).\n", "\n", "All of these additional distributions share a common structure: they depend on a shape-controlling parameter $\\lambda(a)$, which sets the upper bound on allowable eccentricities. This function must be specified using the `lam` argument, and may be provided either as:\n", "\n", "- A constant float (for a uniform envelope), or \n", "- A callable function of semi-major axis \\( a \\) (to allow for spatial variation)\n", "\n", "Each distribution enforces internal checks to ensure that $0 < \\lambda(a) \\leq 1$ across the domain (this is to ensure that $e(a)$ remains physical)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### \"Top-Hat\" Distribution\n", "\n", "The \"top-hat\" eccentricity distribution is defined as,\n", "\n", "$$\n", "\\psi_e(e, a) = \\frac{1}{\\lambda(a)} \\cdot \\frac{e}{\\sqrt{\\lambda(a)^2 - e^2}}, \\quad \\text{for } e < \\lambda(a)\n", "$$\n", "\n", "This distribution is supported via the `TopHatEccentricity` class.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from debrispy import TopHatEccentricity\n", "top_hat = TopHatEccentricity(a_min=1, a_max=4, lam = 0.5)\n", "\n", "# Plotting 2D eccentricity distribution in log-space\n", "top_hat.plot(log = True) " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def lam_func(a):\n", " return 0.8*(1/a)**2\n", "\n", "top_hat = TopHatEccentricity(a_min=1, a_max=4, lam = lam_func)\n", "top_hat.plot(log = True)\n", "top_hat.plot_slice(fix_a=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### \"Triangular\" Distribution\n", "\n", "The \"triangular\" eccentricity distribution is defined as,\n", "\n", "$$\n", "\\psi_e(e, a) = \\frac{2e}{\\lambda(a^2)} \\log{\\frac{\\lambda(a) + \\sqrt{\\lambda(a)^2 - e^2}}{e}}, \\quad \\text{for } e < \\lambda(a)\n", "$$\n", "\n", "This distribution is supported via the `TriangularEccentricity` class.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from debrispy import TriangularEccentricity\n", "\n", "tri = TriangularEccentricity(a_min=1, a_max=4, lam = 0.5)\n", "tri.plot()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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wpLf0ycu09DN3+qF9Qtdf/2KnqWMBAABwAoIFuuU/nwdmK5RzDu9n+WftyEGFUpgd6EqqZiw8XnaHAgAAiCeCBbq5DCpQX+FKTZEzD7PuMqigNFeqnHJwn9DuUB98Q7M8AACAeCJY4ICWbaqWrdVN+vrxw4t1h+tkcPohYcuh2HYWAAAgrggWOKCXkmwZVNAJB5VIZnrgEH/jy53i8xtmDwkAAMC2CBY44DKoYPFzuitFTgubBbC6rAyXnHhQib5eWd8in26qMntIAAAAtkWwwH6t3lEXWgZ1zNAiyc8KFEQni9Pbtp1V3ljF7lAAAADxQrDAfi38sv1kPJlmK4ImjQzMWASb5QEAACA+CBbYr4Vhf+UP7rKUTIp6ueWw/nmhXhyV9c1mDwkAAMCWkiJYbN26VS6//HIpKiqSrKwsGT16tHz88cdmD8v2dtZ65LMtNfr6IWV50r8gS5LR8cPbZy3eW8usBQAAgCODRVVVlRx33HGSnp4ur776qnz55Zfyu9/9TgoLC80emu29uWpX6PqpSbgMKujEg4pD1xevIVgAAADEQ5pY3F133SXl5eXy2GOPhW4bMmSIqWNy4jKo05JwGVTQ+MGFettZj9cv735doXe6SklJMXtYAAAAtmL5YPHvf/9bJk+eLBdddJEsWrRI+vfvL9ddd51Mnz69y/s3NzfrS1Btba3+6Pf79cUM6nHVyaxZj98TDc2tsqRt2VCfPLccUtYrqcYfLj01RSYMKZJFaypkV12zrN5eKyP75poylmQ8FhA/HA/gWADvDbD674lIHtvywWLdunXy4IMPysyZM+Wmm26Sjz76SH784x9LRkaGTJ06tdP958yZI7Nnz+50e0VFhXg8HjHrBampqdEHRmqq5VefaYu/qZaW1sCBdOygXP38JbMj+rpl0ZrA9QXLN0jhOHNmYJLxWED8cDyAYwG8N8Dqvyfq6ursEyzUE3rkkUfKHXfcoT8/4ogjZOXKlTJ37twug8WsWbN0CAmfsVBLqUpKSiQvL7A7kBk/g1p6o8aQLCeTn3/QHiTOGjtQSktLJZmdeUSW3Lt4i76+fIdHfmLSz5OMxwLih+MBHAvgvQFW/z2RmZlpn2BRVlYmhxxySIfbDj74YHnuuee6vL/b7daXvakXw8wTOXVQmD2GSASXQalu28cOT/6T4BF986RvXqbsqPXIf9fvkRafIZnpLlPGkmzHAuKL4wEcC+C9AVb+PRHJ41r+zEbtCPXVV191uG3NmjUyaNAg08Zkd5t2N8qG3Y36+riBhZLjtnz+7Nb/lMe37Q6liriXb642e0gAAAC2YvlgMWPGDFm6dKleCrV27VqZP3++/OUvf5Hrr7/e7KHZ1rtr25dBnTiivQdEspswpHfo+kfr95g6FgAAALuxfLA46qij5IUXXpAnn3xSDjvsMLn11lvl3nvvlcsuu8zsodnWu2G9Hk4I6wGR7NTOUEEfbiBYAAAAxFJSrHE5++yz9QXx1+rzy3vfBIJFYXa6HNov3zZPe3nvLL117s7aZvlkY5X+WdNcls/WAAAASYGzKnTw2ZYaqfO06uvHDS8WV6p9GsmpOouj22YtGlt88sW2QI8TAAAARI9ggQ5UZ+qgEw+yT31F0NGDC0PXP2I5FAAAQMwQLNDBu1+311cEd1Gyk6PCCrg/pIAbAAAgZggWCGlobg1twzq0JEf6FWTZ7tkZUZor+VnpoRkLv98we0gAAAC2QLBAiCpo9rWdaE8c2r6Dkp2kpqbIUW3LoaoavfJNRb3ZQwIAALAFggVClq7bHbp+jE2DhXJ02HIo1YUbAAAA0SNYoMuT7AlD20++7eaowdRZAAAAxBrBAlpjS6t8FlZfUZqbadtn5rD++ZKV7tLXl22qMns4AAAAtkCwgLZsY7W0ttVXhHeotqN0V6qM7h9o/Lelqkkq65vNHhIAAEDSI1hA++/68PoK+y6DCjq8vL2jeHCmBgAAAD1HsECnwm27z1goY8vbG+URLAAAAKJHsIB4vD75bHONfiYGF2VL33z71ld0NWOxfEvgZwcAAEDPESygC5hbfH7HzFYo/QuypLhXRmjGwjBolAcAABANggXkv+vat5k9Zpj96yuUlJQUGVteoK/XNHllw+5Gs4cEAACQ1AgW0B23u+rxYHeHDwgEC4U6CwAAgOgQLBzO5zdkeduuSH3y3HqJkFOMHdgeLILPAQAAAHqGYOFwa3bWSX1zq74+flChXiLkFGP6EywAAABihWDhcOGdp8cNbN+C1Qnys9NlaHGOvv7ltlppaQ0UsAMAACByBAuHC6+vGDfIWcFCCRZwq12xVm2vNXs4AAAASYtg4XDL2oJFhitVDu2XJ05zeFuwUD7fQp0FAABATxEsHGx3fXNom9XD+ueJO80lTnNY//ZGeV9sY8YCAACgpwgWDrZsU/tf6FXhthON6psrwXr1L1kKBQAA0GMECwdzcuF2UI47TYa0FXCv3lEnrW0dyAEAABAZgoWDOb1wO+iQskBtidoVal1lg9nDAQAASEoEC4fy+vyhYmXVFK9PXqY41SFhRetq21kAAABEjmDhUKu314nHG1j24+TZivAZC+WLbTWmjgUAACBZESwc6vOt1Z16OThVhxkLCrgBAAB6hGDhUJ9vbv/L/OED2rdcdaLS3EwpyXWHlkIZhmH2kAAAAJIOwcKhPt8aCBapKR3/Yu/05VBVjV7ZUesxezgAAABJh2DhQE0tPlmzs05fH9EnV7Iz0sTpKOAGAACIDsHCgVQdgc8fWO4zOqzztJN1LOBmZygAAIBIESwcKLjNrDLG4YXbQcxYAAAARIdg4UArtrQXbo9hxkIbXJQjWekufZ2doQAAACJHsHCgz9pmLNJdKTKqLNfs4ViCKzVFDm57LjbtaZQ6j9fsIQEAACQVgoXDqBPmdZUN+vrBZXniTgv8lR4iI/u211l8vauepwQAACACBAuHWblV9WkIXKdwu6ODSnuFrn/dtmsWAAAAuodg4TArwjpuHz6Awu1wauvdoDU7mbEAAACIBMHCYT4LK9we7fCO23sb0SdsxoKlUAAAABEhWDjMyraO25npqR2W/kCkJNct+Vnp+qlgKRQAAEBkCBYOK9zeuLtRXx/VN0/SXLz84VJSUkJha3uNR2rZGQoAAKDbOLN0kNU76rpsCId2B4XVWXxNnQUAAEC3ESwc5MtttaHrh5QRLA5UZ7F2FztDAQAAdBfBwqnBghmLLrEzFAAAQM8QLBzky+2BYJGSomos6LjdlfCC9jX0sgAAAOg2goVDeH1++artRHlIcY5kZ6SZPaQk2BmKXhYAAADdRbBwiHUVDdLS6tfXqa/Y/85QwTqLHbXsDAUAANBdBAuH+HJ7e2M86iv2j52hAAAAIkewcAh2hOq+EWF1FjTKAwAA6B6ChcMKtxVmLLo/Y7GGOgsAAIBuIVg4gGEYoRkLVZxcmptp9pAs7aCwXhZf08sCAACgWwgWDqCKkKsavfo6hdsHVtLLLbnuwK5ZG3Y3xPnVAQAAsAeChQPQGC/ynaGGlOTo61uqmqS51ReX1wUAAMBOCBYOsCqsvuLgsjxTx5IsVK8PxTBENu1uNHs4AAAAlkewcIDVOwKN8ZSD6bgdUbBQ1lWyHAoAAOBACBYOsKat43a6K0UGh50wo3vBYj3BAgAA4IAIFjanum2rrtvKsJJeku7iJe+OocXtO0NtIFgAAAAcEGeZNqf+2t7qN/T1EWH9GbB/g4uzQ9dZCgUAAHBgBAub+6ptGZQykvqKbsvNTNc9PxSWQgEAABwYwcLm1oQVbo9kxqJHdRYVdc1S5wn0AQEAAEDXCBY2x4xFzw0NK+DeUMmWswAAAEkdLG655RbdsCz8MmrUKLOHlXQ7QmVnuKR/QZbZw0kq4TtorausN3UsAAAAVpcmSeDQQw+VhQsXhj5PS0uKYZuusaVVNu0J/KX9oD65kpqaYvaQkgpbzgIAAHRfUpyhqyDRt29fs4eRdL7eWa87Rysj+7Rvn4rIl0JRwA0AAGCDYPH1119Lv379JDMzUyZOnChz5syRgQMHdnnf5uZmfQmqra3VH/1+v76YQT2uYRgJf/zVOwI/u3JQaS/Tfv5kNaAwU1JSRIcz1QskFs+fWccCrInjARwL4L0BVv89EcljWz5YTJgwQebNmycjR46U7du3y+zZs+WEE06QlStXSm5u574MKnSo++ytoqJCPB6PmPWC1NTU6AMjNTVxZS3L1+8MXe+T6ZNdu3Yl7LHtoiw3Q7bVtsi6ijrZuXOnrvFJxmMB1sTxAI4F8N4Aq/+eqKtr32E06YPFmWeeGbo+ZswYHTQGDRokzzzzjFx11VWd7j9r1iyZOXNmhxmL8vJyKSkpkby8PDHroFAnpGoMiTwottRtDF2fMLI81JcB3Te8T55sq62Uhha/pGYXRP0cmnUswJo4HsCxAN4bYPXfE2rFkG2Cxd4KCgpkxIgRsnbt2i7/3e1268ve1Ith5omcOigSPYbgjlCF2elSmqeW9VC8HamhJb1k8deV+vrGPU3SJz8rKY8FWBfHAzgWwHsDrPx7IpLHTbozm/r6evnmm2+krKzM7KFYWk2jV3bWNod2hCJU9MzgouzQ9Q27G2L06gAAANiP5YPFz372M1m0aJFs2LBB3n//fTn//PPF5XLJJZdcYvbQLG1tRft6uBHsCNVjA8OCxZa2rXsBAACQhEuhtmzZokPE7t279fqy448/XpYuXaqvY9/W7mpv6Da8hK1me6q8sD1YBHuCAAAAIAmDxVNPPWX2EJLSNxXty3aGlRIsempAWLDYXNUU9esCAABgV5ZfCoUYzFgQLHosK8MlpW07QTFjAQAAsG8EC5v6piIQLHIyXNI3r/vbhKGz8t6BWYuKumZpavHxFAEAAHSBYGFDHq9PNrfVA6hlUOwIFZ2BbcFC2VJFnQUAAEBXCBY2tL6yQfxG4PowCrejVl7Y3rtiM8ECAACgSwQLGy+DUqiviN1SKGXTbmYsAAAAukKwsHnhNjMWMQ4We9gZCgAAoCsEC5tvNTu8NMfUsditxoKlUAAAAF0jWNh4xiItNUUGFREsotUnL1PSXSn6erAoHgAAAB0RLGzG7zdkXVuNxcCibEl38RJHy5WaEmqUp4KFYbRVxgMAACCEs06b2VrdJM2tfn19ODtCxbzOoqHFJ3saWmL3jQEAAGyCYGHnwm06bsdpy1kKuAEAAPZGsLDzVrPMWMSlgHsTdRYAAACdECxshhmL+G85SwE3AABAZwQLm1kXttXssBJ2hIrLlrPMWAAAAHRCsLCZdZWBYFHcyy25melmD8c2ytt2hVLoZQEAANAZwcJG6jxeqaxv1teHFjNbEUv52emSl5mmr1NjAQAA0BnBwkY27m5v3ja4uP0v7IhtncW2ao/4/PSyAAAACEewsJH1bcuglMHMWMRcv4LAlrMqVOyq88T+AQAAAJIYwcKmwYKlULHXLz8zdF3NWgAAAKAdwcJGNjBjkZAZC2V7DU3yAAAAwhEsbGT97vYZi0G9Kd6OtbKwYLGtmmABAAAQjmBhw6VQaslOVobL7OHYTv8ClkIBAADsC8HCJqobW6S60auvU7gdH2X5zFgAAADsC8HCJtgRKv5Kc92SmhK4vr2G4m0AAIBwBAubYEeo+EtzpUrfvMByKGosAAAAOiJY2HFHqCIKt+NdwL27oUU8Xl/cHgcAACDZECxsYn2HrtsEi0RsObuD5VAAAAAhBAubWF9Zrz+qGoCBvbPNHo5DmuSx5SwAAEAQwcIGDMOQDZWBGYsBhdmSkcbLGi9l4cGCGQsAAIAQzkBtoLK+ReqbW/V1lkElbikUMxYAAADtCBY2sCGs4/aQIpZBJSpYbK9hKRQAAEAQwcIG6GFhTrDYWk0vCwAAgCCChQ1s3hO2IxRbzcZVYXa6uNtqWLZTvA0AABBCsLCBTWHBopwdoeIqJSUlNGuhaixU4TwAAAAIFrawsa2HRUqK2hWqfakO4qNfQWBnqIYWn9R6AkXzAAAATseMhY2WQvXNy5TMdJfZw7G9snwKuAEAAPZGsEhyapvZ3Q0t+jrLoBKDLWcBAAA6I1gkuU1ty6AUOm6b0X2bnaEAAAAUgoWNCrcHUbidEGU0yQMAAOiEYGGjrWYH0hwv4TMWO2qYsQAAAFAIFklu4572rtvUWCRGaV57sNhV15ygRwUAALA2gkWS27SnKXSdGovEyMtMk8z0wP86O2uZsQAAAFAIFjZZCpWT4ZKinAyzh+OYJnmluYFZC2YsAAAAAggWScznN2RLVWNoGZQ64UVi9Mlz6481TV7xeH087QAAwPEIFklse02TeH2Gvs4yqMQKzlgoFdRZAAAAECxss9UsO0IlVGnbjIVCnQUAAADBwj5bzdLDwrQZC+osAAAACBZJbWNY1222mjWnxkJhxgIAAIBgYaOlUDmmjsVp+oT1sthZSy8LAAAAirdtsBRKbQbVvyDL7OE4Smlu+4zFrjp6WQAAABAsktjGtmDRLz9LMtJ4KU3rvs2MBQAAAMEiWdV5vFLd6NXXBxQyW5Foqvu2uy3MMWMBAABAsEhaW6ubQtcHFGabOhYnUs0Ig3UW1FgAAAAQLJLW1qrwYMGMhZl1FnTfBgAAIFgkrS1hwaI/wcL0naHovg0AAJyOil9bLIVixsIMJewMBQAAEEKwSFJbqtp7WAwooMbCDPSyAAAAaEewSPIai9QUkb757UtyYE4vC7pvAwAApyNYJHmNhfqrOT0szJ+x2FVH920AAOBsBIsk1NTik90NLfo69RXm6ZPHjAUAAEBSBos777xT9w/46U9/Kk62tbq9vqJ/AYXbZinNZVcoAACApAsWH330kTz00EMyZswYcbrwrWZpjmeevKz27tvUWAAAAKdLimBRX18vl112mTz88MNSWFgoTkcPC2tQs2elbcuhqLEAAABOlyZJ4Prrr5cpU6bIqaeeKrfddtt+79vc3KwvQbW1tfqj3+/XFzOoxzUMI2aPH77VbL/8TNN+LgSWQ23e0yTVjV5pavaKO92V0GMByY3jARwL4L0BVv89EcljWz5YPPXUU7Js2TK9FKo75syZI7Nnz+50e0VFhXg8HjHrBampqdEHRmpq9JNE32yvCl3P8jfKrl27ov6e6Jn8DCN0fdWGbdIvv72gOxHHApIbxwM4FsB7A6z+e6Kurs4ewWLz5s3yk5/8RN544w3JzOxer4ZZs2bJzJkzO8xYlJeXS0lJieTl5YlZB4VaNqPGEIuDYrfnm9D10UP7H/Cv5IifgcWVIl9X6+u+jF5SWlqY0GMByY3jARwL4L0BVv890d1zcMsHi08++UT/NX7cuHGh23w+nyxevFjuv/9+veTJ5ep4Uu12u/Vlb+rFMPNETh0UsRpDsMaiJNctWe70GIwOPVUS1stid4O3W69vLI8FJD+OB3AsgPcGWPn3RCSPa+lgccopp8iKFSs63DZt2jQZNWqU/PKXv+wUKpygudUXKhSmh4X5intlhK5X1tMkDwAAOJelg0Vubq4cdthhHW7LycmRoqKiTrc7xbbq9joReliYr7hX++zY7vpA00IAAAAnYi1GktlKDwvLBgtmLAAAgJNZesaiK++88444WfhWs/0L6bpttiKWQgEAAGjMWCSZrdXhXbcJFmZjxgIAACCAYJHMS6EKCBZmy0x3Sa47MPFHjQUAAHAygkUSz1iUESwsoTg3UGdRwa5QAADAwQgWSWZHbWBXqNzMNOnV9pdymKsoJ7DlbJ2nVTxeHy8HAABwJIJFElHt3LfXBIJFv3yWQVmxzmJPA1vOAgAAZyJYJJHdDS3S0urX18sKut9eHfFVnEuTPAAAAIJFEtke1hyvjBkLy2BnKAAAAGYsksq2mrDC7XxmLKyiKLxJXh1LoQAAgDMxY5FEdrTVVygEC+soCW+S19Bs6lgAAADMQrBI0hmLfmw1a82lUMxYAAAAhyJYJG2NBUuhrKJ323azyh5mLAAAgENF1Qjh7bffljfffFPee+892bJli1RWVkp2draUlJTI6NGj5aSTTpKzzz5b+vbtG7sRO9j2DjUWbDdrFUU57g47dwEAADhRxMGioaFB/vSnP8nDDz8sGzdu1L0VlMzMTOndu7c0NTXJypUr5fPPP5d//OMfkp6eLuecc47MmDFDjjvuuHj8DI6xrW3GoiA7XbIyXGYPB23ystIkLTVFWv0GfSwAAIBjRbQUau7cuTJ8+HD51a9+JXl5eXLrrbfqGYuamhppbGzUsxa7d+8Wr9crq1evlscff1y++93vyuuvvy4nnniiXHDBBbJ+/fr4/TQ25vcbsrOt6zazFdaSkpIihW3LoaqYsQAAAA4VUbD40Y9+JKeddpqejVi+fLncdNNNMmnSJMnNze10ojVixAi54oor5IknnpCdO3fKQw89JJ999pn+HJGrrG/WfxFX+lFfYTm9szNCS6GCs3gAAABOEtFSqC+++EIHhkhlZWXJ1VdfLdOmTZNNmzZF/PVQO0KFFW7TdduyBdzNrX5pbPFJjjuq8iUAAAB7z1j0JFSEc7lcMmTIkKi+h1Ntr6Zw28p6h/Wy2MNyKAAA4EBsN5uMMxYshbKcorAtZ9kZCgAAOFHU6zVUvcX8+fNl27ZtMnDgQBkzZowcccQRctBBB8VmhNB2sNWspdHLAgAAOF1UwWLJkiVy+umni8fjCRVtB/Xq1UvGjh2rQ8b48eN1ITdiM2PRjxoLa89Y1NPLAgAAOE9UweK3v/2tDhMLFy7UIaK4uFhOOeUU3btC3aaCx7vvvqvvQ7CIXY1FX5ZCWU7vsCZ51FgAAAAnSo12GdS5554r3/rWt3RzPOWEE06QV155RT799FNd7H3RRRfJI488EqvxOtb2thmL4l4Z4k6jOZ7VFOakh64TLAAAgBNFFSzq6uo67PKkZiZ8Pp++fuihh8p//vMfefnll2XQoEHRj9TBWn3+UHM8ZiusqShsxoLibQAA4ERRBYuysjLZs2dPh7qK6urq0OeqS/eUKVPkrrvuim6UDldR3yxtvfHoup0UxdvUWAAAAOeJKlgcfvjhsmbNmg5BQi2PCqdmND788MNoHsbxtlWHFW5TX2FJhdkshQIAAM4WVbA444wzdHF2VVWV/nzy5Mm6YPuzzz4L3Ud9rhrjoeeCy6CUPgQLS0pzpUpBW7hgxgIAADhRVMFi+vTpsm7dOklLC2wuNWPGDMnNzZWTTjpJLr30Ujn66KPlgw8+kFNPPTVW4xWnB4u+eZmmjgX7VpgdWA5V1chSKAAA4DxRd94eMGCADhNKSUmJLFiwQEpLS+Wpp56Sjz/+WI455hj54x//GIuxOtaO8BkLgoVlBWcs6jytuuAeAADASaLuvL03NUuh6i7Wrl0rbrdbysvLY/0QjrOrtjl0nWBh/RkLpbrJK8W92neKAgAAsLuYB4vwQm7EocYij5NVq89YKNWNLQQLAADgKBEFi02bNsXsgQsKCiQvLy9m388JS6GyM1zSyx23LIgYzlhUNXp5PgEAgKNEdJY6ePBg3QQvFm6++Wb5zW9+E5Pv5ZSlUKpwO1bPP+K75WwVvSwAAIDDRBQsVBCI1Ymt2jkKB1bf3KovSinLoCytILzGghkLAADgMBEFi1tuuSV+I0GXdrEjVJIuhWLLWQAA4CxRbzeLxG01Sw+LJFoKxYwFAABwmJgFi927d0tFRUWsvh262Gq2lB4WSbQUihkLAADgLFEHiyeffFKGDRumm+L17dtXcnJyYjMyaGw1mzwKc8JnLAgWAADAWaIKFi+88IJcdtllUldXJ1dccYWMHz9ePJ72pTtLly6V73//+7J69epYjNWR6LqdPNhuFgAAOFlUweL222+XkpISWbFihcybN0+mTJnS4d9V0Hj11Vfl8ccfj3acjhW+FIoaC2vLTHdJZnrgfymWQgEAAKeJKlh88cUX8p3vfEf69OnT5b+np6fL8ccfL2+++WY0D+No4UuhSnLpup0ssxYUbwMAAKeJKli43W592Z8BAwbI5s2bo3kYRwsuhSrITtd/EUdyFHCrGQvDMMweDgAAQHIEi7Fjx8rixYv3e5/s7GzZs2dPNA/jWOrENLzrNpJny1mvz5CGFp/ZwwEAAEiOYKEKs5ctWyZ//vOf93mfVatWSX5+fjQP41iqe3OLz6+vs9VsEhZwN7AzFAAAcI6IOm/v7corr5T58+fLj370I11v4fV6O/z722+/La+88oqcddZZ0Y7TkTrsCEV9RVJQS9aCapq8Um7qaAAAAJIkWKSmpsrLL78s06ZNkwcffFBSUlL07RdccIFUVlbq7WbVbb/4xS9iNV7HFm73zWcpVDLIz+oYLAAAAJwi6gZ5qnhbzVq88cYb8u1vf1s3yHvxxRdlyZIlMmTIEHn22Wf1zlCIHF23kw/BAgAAOFVUMxbhTjnlFH1RampqdOFxQUFBrL69I7EUKvkQLAAAgFPFLFiEo1g79kuh+rArVFIgWAAAAKeKeikU4mdneNdtaiySAsECAAA4VUTB4owzzpCPPvqoRw/U0NAgd955pzzwwAM9+nonz1ikpogU5bRvYwrryqN4GwAAOFREwaKiokKOOeYYmTRpkjz22GO6luJA1M5QN9xwgwwaNEhuvfVW6dOnTzTjdZRddYFgUdzLLWkuJpeSATMWAADAqSKqsfjkk0/k8ccfl9mzZ8tVV10l06dPl5EjR8r48eN1YFDF2h6PR3fa/uqrr+Tjjz+Wuro6cblc8r3vfU9uu+02GThwYPx+Ghvx+w2prA80WCvNc5s9HHRTflgfi1q2mwUAAA4ScfH21KlTdcdt1fhOzVq888478ve//73LHhdjxoyR888/X66++mopKyuL1ZgdoaqxRXx+Q18v6UWwSBa9MtL00jX10tHHAgAAOEmPdoVSTe+mTJmiL8qqVatky5Ytsnv3bsnKypKSkhI59NBD2R0qChX17YXbaikUkkNqaoqus6hu9OoLAACAU8Rku9mDDz5YXxA7FXXtwaIkl2CRbHUWKlQwYwEAAJyEimCLIlgkfwF3rcera2UAAACcIC7Bwuv16q1l1fa055xzjlRWVsbjYWyNYJH8wcIwROqaW80eDgAAQPIGixkzZujC7tNPP10WLlwotbW1+vZbbrlF5s+fH4+HtJ3KsBoLireTd8tZdoYCAABOEZdg8cwzz+hgMXPmTElLay/jGDdunNx///3xeEjbYcYiedHLAgAAOFFcgkVzc7P07du30+2jRo2S1atXx+Mh7b0rFMXbSYVgAQAAnCguweK0006T559/vsvaC5/PF9H3evDBB3U/jLy8PH2ZOHGivPrqq+KUGQt3WqrkumOyeRcShGABAACcKC5nrHfffbdMmDBB97swDEN/bG1t1QXdY8eOjeh7DRgwQH/dQQcdpL+X6vx97rnnyqeffqp7Zdg9WKitZtXzh+RBsAAAAE4UVbCoqqqSwsLCTrcPHTpUFi9eLNdee600NjbKCSecIDU1NZKRkSEvvfRSRI+hdpUKd/vtt+tZjKVLl9o2WLS0+qWqrbkaPSySD8ECAAA4UVTBoqioSAYNGiRHHHFEh0v//v11w7xFixbJ2rVr5fPPP5f09HS9jKm4uLjHj6eWUf3zn/+UhoYG/b32Vd+hLkHBHan8fr++mEE9rppt6e7jV9Q1ddgRyqxxo2d6uV2h6zWNLR1ev0iPBdgbxwM4FsB7A6z+eyKSx44qWJx11lmyfPlyefHFF/UluGSnT58++t/UtrNqVmH48OHRPIysWLFCBwmPxyO9evWSF154QQ455JAu7ztnzhyZPXt2p9srKir015v1gqgZG3VgpKYeuKzl650Noes5Lp/s2rUrziNELLU2tb9+u6rqOrx+kR4LsDeOB3AsgPcGWP33RF1dXWKCRXBZk2qApwKGuqjah/fff18effRReeKJJ+Thhx+W73//+9E8jIwcOVJ/b/XEPvvsszJ16lQ9G9JVuJg1a5be5jZ8xqK8vFxKSkp08bdZB4UKXWoM3TkoVu5pPxEtLymQ0tLSOI8QsdSQqoJFYPez1tT0Dq9fpMcC7I3jARwL4L0BVv89kZmZmdjibbW86dRTT9WXIFUDMW3aNPnhD38okyZN0if3PaVqM4KzHuPHj5ePPvpI/vjHP8pDDz3U6b5ut1tf9qZeDDNP5NRB0d0x7G5oCV0vzcvkBDTJ5GdnhK7Xe1o7vX6RHAuwP44HcCyA9wZY+fdEJI8b1QhVaJg7d67897//laam9roA5ZhjjtEF3FlZWfJ///d/Euv0Fl5HYTc0x0tuuZnteb3O02rqWAAAABIlqhkLtcwpWFeh0ozaEja8iFttLXv++efLyy+/LH/605969BhqadOZZ54pAwcO1Gu85s+fL++884689tprYlcEi+TmTnPp/iPNrX6p9QR29wIAALC7qILF+vXrdU1F+OXJJ5/Ul2DgUMuS1OyCCghHH320jBs3Tu8k1V2q8FXVaGzfvl3y8/N1szwVKlQTPid03Va7QiH55GamS3N9MzMWAADAMaIKFiogqMt5550Xum337t2hkLFs2TJ59913Zdu2bXLXXXeFwobqfaEKvrvjr3/9qzhNZV17jQV9LJJTXmaaVOpgwYwFAABwhqiCxapVq2TUqFEdOkOr3hbhhdyXXHKJPPfcc3qW4csvv9SB47PPPot+5DYWnLHIdadJZnp7TwQkX51FXXOr+P1qizi6pwMAAHuLKlioHhXZ2dkyevToDrUV6nZVtK1qK1SoUD0o1M5Q6oLu11gwW5HcS6EUwxBpaGkNfQ4AAGBXUQWL6dOn6/4SagZC7QylBGcvXC6X7pSt3HTTTbEYqyM0trRKfXNgJ6HiXOor7LIzFMECAADYXVTBIthHQgWI1atXh2orVq5cKTt37pS+ffvKddddJ5MnT47VeG2P+gp7YMtZAADgNDFpkKdmJ9TyJ3W5/PLLY/EtHaui3hO6zo5QySt8hoICbgAA4AS0/rUYeljYAzMWAADAaQgWFlNRH7bVLD0sbDFjQZM8AADgBAQLC89YFOdmmDoW9BwzFgAAwGkIFhazu0PX7UxTx4LoGuSF7woFAABgdwQLi9kdthSqdy9mLJIVxdsAAMBpCBYWs6ehPVgU5RAskhVLoQAAgNMQLCymsiGwFConwyWZ6S6zh4MeYsYCAAA4DcHCojMWLINKbsxYAAAApyFYWEirzy/VjV59vSjHbfZwEAWCBQAAcBqChYXsaaS+wi7caS7JSAv870UfCwAA4AQEC4sWbvemcDvp5boDW842tLDdLAAAsD+ChYXsCdtqtoiu20kv2x0ovm9o9pk9FAAAgLgjWFhIJVvN2kpORmDGor6ZGQsAAGB/BAsL2RPWdbuI5nhJr1fbUqiWVr94fX6zhwMAABBXBAsL2U2Nha3ktAULpYFZCwAAYHMEC4sGC7abtc+MhcJyKAAAYHcEC8sWb2eYOhZEL6eteFuhgBsAANgdwcJCdje011iw3ay9lkIxYwEAAOyOYGHBpVBqCU1mevtfu5H8S6GosQAAAHZHsLBggzxmK+w3Y9FIkzwAAGBzBAuLUNuRVjd69XWChR2XQtEkDwAA2BvBwiKqGtsLt4sp3LaFXh2Kt2mSBwAA7I1gYRG7w3aEYsbCHrLbOm8rFG8DAAC7I1hYrL5C6Z3jNnUsiA2KtwEAgJMQLCzYHI+lUPZA520AAOAkBAuL2F1PDws711hQvA0AAOyOYGHBpVBFvVgKZQfMWAAAACchWFhwKVRRToapY0EcggV9LAAAgM0RLCyCpVD2kxO2KxTbzQIAALsjWFhyVyhmLOzAlZoiWemBOosGGuQBAACbI1hYrI+F2qI0s+1kFPZZDkUfCwAAYHcEC4vVWBTRdduWO0NRYwEAAOyOYGEBXp9fapq8+jrLoOzZfZsaCwAAYHcECwuoYkco23ff9voMaW71mT0cAACAuCFYWMCeRgq37SonrEkeBdwAAMDOCBYW2xGqMJsdoeyEJnkAAMApCBYWUNMYqK9QCggWtpIT1suiyctSKAAAYF8ECwuoCgsWhdnppo4FsZWV0b4UqrGFYAEAAOyLYGEBVWE1FsxY2DdYNBEsAACAjREsLKA6LFgwY2Evwc7bSpO31dSxAAAAxBPBwmpLoXIo3raTbJZCAQAAhyBYWGzGooAaC1vJDJ+xYCkUAACwMYKFxWYsCrKYsbDrjAW7QgEAADsjWFioeFt1ac5I4yWxbY0FMxYAAMDGOIu1gOq2GQuWQdkP280CAACnIFiYzO83QjUWBAt7z1h4aJAHAABsjGBhsjpPq/iNwPVCum7bTnZY520a5AEAADsjWJiM5nj2lpXR/r8YxdsAAMDOCBYmq24K62HBVrO2kxU2Y0HxNgAAsDOChcmYsbC37A6dt32mjgUAACCeCBYWao7HjIXdd4VqNXUsAAAA8USwMFlVQ/hSKJrj2Y07LVVSUgLXm7x+s4cDAAAQNwQLC81YsN2s/aSkpIS2nG1ixgIAANgYwcJkVW3N8RRmLOwpu205FDUWAADAzggWFireJljYU2ZoxoLibQAAYF+WDxZz5syRo446SnJzc6W0tFTOO+88+eqrr8QuqsNmLApy0k0dC+I8Y0GwAAAANmb5YLFo0SK5/vrrZenSpfLGG2+I1+uV008/XRoaGsROMxau1BTJdbf3PIB9BGssGr0+MYy2NusAAAA2Y/kz2QULFnT4fN68eXrm4pNPPpETTzxR7DJjUZCVrgt9Yd8tZ1WmaG5lZygAAGBPlg8We6upqdEfe/fu3eW/Nzc360tQbW2t/uj3+/XFDOpx1V+qu3r84IyF2hHKrPEhMTUWSkOzd5/HApxnf+8NcBaOBXA8wKrvDZE8dlIFC/WD/fSnP5XjjjtODjvssH3WZMyePbvT7RUVFeLxeMSscatApA6M1NT21WctrX5pbFt3r8ordu3aZcr4EF8uf3tjvM3bd0mWv6nTsQBn2td7A5yHYwEcD7Dqe0NdXZ09g4WqtVi5cqUsWbJkn/eZNWuWzJw5s8OMRXl5uZSUlEheXp6YdVCoZU5qDOEHxa7a9qBTmp+jl3jBfgpyd6i5KX09J69A8sTd6ViAM+3rvQHOw7EAjgdY9b0hMzPTfsHihhtukJdeekkWL14sAwYM2Of93G63vuxNvRhm/uJWB8XeY6jx+DpsNcuJhT1lZ7T/b+ZpNSQ/vfOxAOfq6r0BzsSxAI4HWPG9IZLHtfxvMjX1o0LFCy+8IG+99ZYMGTJEbNnDIifD1LEg/tvNKmw5CwAA7CotGZY/zZ8/X/71r3/pXhY7dqhlJSL5+fmSlZUlyaw6LFio4m3Yv3ib7tsAAMCuLD9j8eCDD+qilZNPPlnKyspCl6efflqSXVVYczy6btsXMxYAAMAJLD9jYeeGYh2WQjFjYfs+Fu0zFpbP8wAAABHjDMcCzfGU/CxqLOzeeVuhxgIAANgVwcJEVQ3hxdvUWDhhxqJRz1gAAADYD8HCRNRYOENmWnuwaG6lwzIAALAngoWJ2BXKGTLSwrqtM2MBAABsimBhopomb2gNvjvsr9qwF3dYsGj2MWMBAADsiWBholpPIFjkZ1FfYWfusOLtFi/BAgAA2BPBwkS1Ta36Y16W5Xf9RRQyXGEzFtRYAAAAmyJYmKSl1R/qwpyXyYyFnbnTw2osWAoFAABsimBh8jIoJY+lUM6psWApFAAAsCmChUlq2wq3FWosnLMrVHMrfSwAAIA9ESxMUusJ1FcoeZnUWNhZ+I5fLIUCAAB2RbCwwIwFS6HsjaVQAADACQgWVqixoHjb1tgVCgAAOAHBwuTmeArbzdpbampKKFywFAoAANgVwcLkHhYKxdvOWQ7V3LbFMAAAgN0QLEzCUihn7gxFgzwAAGBXBAuTULztzBkLlkIBAAC7IlhYocaC4m3nzFjQIA8AANgUwcICfSyosXBOLwuWQgEAALsiWFhgKVQvGuTZnjudpVAAAMDeCBYmF2/nutPElZpi1jCQIMHtZn1+Q1r9Bs87AACwHYKFydvN0nXbWTMWSkur39SxAAAAxAPBwgSGYYSWQuWyDMpRNRaK18eMBQAAsB+ChQlUAW9w21EKt521FEppbnvtAQAA7IRgYQJ6WDh7KRQzFgAAwI4IFiag67ZzG+Qp1FgAAAA7IliYoKatcFvJy0ozYwgwqUGe0kyNBQAAsCGChclLoaixcGDxNrtCAQAAGyJYmIClUA5fCsWMBQAAsCGChQko3nb4UihmLAAAgA0RLExQ6wmrsaCPhSPQxwIAANgdwcIENdRYOHwpFH0sAACA/RAsTMBSKOdhKRQAALA7goXZxdtZ6WYMASbOWNAgDwAA2BHBwgS14X0sqLFwBHd6+3azLIUCAAB2RLAwccYiNUUkJ4MGeU6Q4QrfFcowdSwAAADxQLAwsXhbLYNKVekCtudOD18KRfE2AACwH4KFicXbeZnUVziFO2zGggZ5AADAjggWCWYYRqiPRV4Wy6CcOGNBgzwAAGBHBIsEa2zxic8fWGPPjIVz0CAPAADYHcEiwWiO50zhfSzYFQoAANgRwcLMHhbUWDiyjwW7QgEAADsiWJjZw4IaC4cuhWJXKAAAYD8EC5N2hFKYsXDqUij6WAAAAPshWJi5FCqL7WaduRSKGQsAAGA/BAszZyxYCuUYFG8DAAC7I1gkWH1ze41FrpsZC6dIC+uwTokFAACwI4JFgtWFBYtemTTIc4qUlBRxtYWLYB8TAAAAOyFYJFh9W9dtpZebYOEkwWDhNwgWAADAfggWZi6FYsbCkcuhmLEAAAB2RLBIMGYsnMuVEggWbAoFAADsiGCRYNRYOJfL1TZjwVIoAABgQwQLk2YsMlypHboxwzlLofwUbwMAABsiWJhUY8GOUM4T2hWKGQsAAGBDBAuzggU7QjlOWmrgfzf6WAAAADsiWJi0FIpg4TxtuYJdoQAAgC0RLBKoudUnLW1/rmYplINnLFgKBQAAbIhgYdJWs7kshXIcOm8DAAA7I1iY1ByPGQsnN8gzeyQAAACxR7AwK1gwY+E4qW0N8lgKBQAA7MjywWLx4sVyzjnnSL9+/SQlJUVefPFFsUXX7cw0U8eCxEsLNsijjwUAALAhyweLhoYGOfzww+WBBx4QO81YUGPh3BoLlSsMCrgBAIDNWP7P5meeeaa+2EEdS6EcLVhjEZy1cNF4HQAA2Ijlg0Wkmpub9SWotrZWf/T7/fpiBvW46i/UdU3e0G05bpdp44E5XG01Foq31SdpLstPGCJB7w28F4BjAbw3wKrvDZE8tu2CxZw5c2T27Nmdbq+oqBCPx2PaC1JTUyM7drc/vs/TILt27TJlPDBHa2t7sNy+c5f0ykznpXC44HuD+qWRGuygCEfiWADHA6z63lBXV+fcYDFr1iyZOXNmhxmL8vJyKSkpkby8PNMOClV4LunVodv6lxZJaWmxKeOBObIzN6r/PfX1ouJiyc9281I4XPC9Qb0/ESycjWMBHA+w6ntDZmamc4OF2+3Wl72pF8PMX9zqoGho9oU+z8vK4ETCYcKXPvklhdcfofcGs9+fYA0cC+B4gBXfGyJ5XH6TJRAN8pwtuCuU0uozTB0LAABArFl+xqK+vl7Wrl0b+nz9+vWyfPly6d27twwcOFCSCdvNOlt48Ta9LAAAgN1YPlh8/PHHMmnSpNDnwfqJqVOnyrx58ySZ1IU1yMuh87bjuNoa5Cl03wYAAHZj+WBx8skn26aZWGNLIFioP1xnZ9DEwOl9LAAAAOyEGosEamhrkJeTkRbYJQrOrbEgWAAAAJshWCRQQ0tgVyhmK5ypw4yFj+aIAADAXggWCdTYFiyor3Cm8BkLNoUCAAB2Q7AwocaCGQtn6hAs/MxYAAAAeyFYJIjX5xdv25+pczIsXzOPOEgLazBDjQUAALAbgkWCNHrb/0Kd7WZHKCfqOGPBrlAAAMBeCBYJ0tTSHixymLFwJDpvAwAAOyNYJEijN1C4rVBj4UzhwcJvk94sAAAAQQSLBGkMn7Gg67Y4fbtZaiwAAIDdECwSpClsxiKHGgtHosYCAADYGcEiQZrCi7epsXAkZiwAAICdESxMqLHIyWBXKCdKDa+xYFcoAABgMwQLE3aFyqbGwpGYsQAAAHZGsDChj0UOS6EcyRXWII8+FgAAwG4IFgnS2BK23SzF247UccaiPWgCAADYAcHChOLtHGYsHKljjYWpQwEAAIg5gkWCsN0smLEAAAB2RrBIEGosQB8LAABgZwSLBGmixsLx2BUKAADYGcEiQZixADMWAADAzggWJhRvZ6XTIM+JCBYAAMDOCBYJ3m42O8PVYXcgOHMpFH0sAACA3RAsEjxjkc1Ws44V3iCv1W+YOhYAAIBYI1gkSKM3MGORQ3M8x2LGAgAA2BnBIkGYsUD4EjiWQgEAALshWCRAS6tfvL7A0pdezFg4FjMWAADAzggWCe66nUWNhWOF7wpFjQUAALAbgkUCeMKCRWYaT7lTMWMBAADsjLPcRAcLelg4Voc+Fga7QgEAAHshWCSAJ6w5XmY6T7lTdQgWbTU3AAAAdsFZbgJ4WpmxwN41Fu1hEwAAwA4IFgnQ3GHGwpWIh4QFpYU1yGO7WQAAYDcEiwSgeBsKNRYAAMDOCBYJ4Gltn7FwM2PhWB2ChZ8aCwAAYC8EiwRgVyjsvd1sK8XbAADAZggWCQ8WPOVOxYwFAACwM85yE73dbBrF207VYcaCpVAAAMBmCBYJ0Mx2s9hrxsJPgzwAAGAzBIsEoEEeOvexoHgbAADYC8EiASjehkKNBQAAsDOCRQI0h203S/G2c4U3yGNXKAAAYDcEiwTPWLgp3nYsaiwAAICdESwSPmPBrlBORY0FAACwM4JFAtDHAvp/tvbabfH528MmAACAHRAsEr4rFDMWTpWSkhLqZcGuUAAAwG4IFgngoY8F9loO5We7WQAAYDMEi4R33uYpd7JgsGDGAgAA2A1nuQnQ3LYrlFoGk+biKXeyYLDwMWMBAABshrPcBBZv08MC1FgAAAC7IlgkgKdtu1l6WIAZCwAAYFcEi4TOWLAjlNMFZyxYCgUAAOyGYJHA4m03hduOl0qwAAAANkWwSIDmtu1mqbEAMxYAAMCuCBZxppa8eH2Gvs5SKLhSA//Lsd0sAACwG4JFgmYrFIq3wYwFAACwK4JFIpvjpfN0Ox01FgAAwK44003QjlAKS6HQPmPRHjgBAADsgGCR0GDB0+10wT4W1FgAAAC74Uw3kUuh0uhj4XTBGQu/IWIYgaJ+AAAAOyBYxJknvHibGQvHC85YKDTJAwAAdpI0weKBBx6QwYMHS2ZmpkyYMEE+/PBDSQbUWCCcK6U9WLAcCgAA2ElSBIunn35aZs6cKTfffLMsW7ZMDj/8cJk8ebLs2rVLrK65w1KopHi6EUcuFzMWAADAntIkCfz+97+X6dOny7Rp0/Tnc+fOlZdfflkeffRRufHGG8XKmLFAVzUWyudbaqSXOyn+F0Sc+A2/VO1pkJ3eGklN4Q8PTsaxAI4H7O+9wedukv6FOWJ1lj+raWlpkU8++URmzZoVui01NVVOPfVU+eCDDzrdv7m5WV+Camtr9Ue/368vidbU0hq6npGWYsoYYB2pYUuhLnl4qaljAQAAyeGaE5rlxjNHmfLYkZy7Wj5YVFZWis/nkz59+nS4XX2+evXqTvefM2eOzJ49u9PtFRUV4vF4JNF27akOXfc2NSbF8i3ET2kWzy4AAIhMY2ODaeeQdXV19gkWkVIzG6oeI3zGory8XEpKSiQvLy/h4xk/PF2ubEqR6toGOWJYmZSW9k74GGAdPzsrTwqyVkuDP01SwmYv4Exqy+GmJo9kZWVyPDgcxwI4HrC/94bjRvWX0tJSMYPaOMk2waK4uFhcLpfs3Lmzw+3q8759+3a6v9vt1pe9qeVT6pJoRw0pkvGDCnXKVKHCjDHAOop6Zcq0Cf30mwPHAtT0cuC9gePB6TgWwPEAq743RPK4lj/LzcjIkPHjx8ubb77Z4UlWn0+cONHUsQEAAABIkhkLRS1tmjp1qhx55JFy9NFHy7333isNDQ2hXaIAAAAAmCspgsXFF1+si69/85vfyI4dO2Ts2LGyYMGCTgXdAAAAAMyRFMFCueGGG/QFAAAAgPVYvsYCAAAAgPURLAAAAABEjWABAAAAIGoECwAAAABRI1gAAAAAiBrBAgAAAEDUCBYAAAAAokawAAAAABA1ggUAAACAqBEsAAAAAESNYAEAAAAgagQLAAAAAFEjWAAAAACIGsECAAAAQNQIFgAAAACiRrAAAAAAELU0sTnDMPTH2tpa08bg9/ulrq5OMjMzJTWVLOdkHAvgeADvDeB3BZLpvCF4Dh08p3Z0sFAvhlJeXm72UAAAAICkPafOz8/f731SjO7EjyRPetu2bZPc3FxJSUkxLempYLN582bJy8szZQywBo4FcDyA9wbwuwLJdN6gooIKFf369TvgrIntZyzUEzBgwACxAnVAECzAsQDeG8DvCXDegGQ6hzzQTEUQC/4BAAAARI1gAQAAACBqBIsEcLvdcvPNN+uPcDaOBXA8gPcG8LsCdj1vsH3xNgAAAID4Y8YCAAAAQNQIFgAAAACiRrAAAAAAEDWCRYw88MADMnjwYN1yfcKECfLhhx/u9/7//Oc/ZdSoUfr+o0ePlldeeSVWQ0ESHQsPP/ywnHDCCVJYWKgvp5566gGPHdj7vSHoqaee0k09zzvvvLiPEdY8Fqqrq+X666+XsrIyXbg5YsQIflc4+Hi49957ZeTIkZKVlaUbps2YMUM8Hk/Cxov4WLx4sZxzzjm6+Zx6z3/xxRcP+DXvvPOOjBs3Tr8vDB8+XObNm2edl0cVbyM6Tz31lJGRkWE8+uijxhdffGFMnz7dKCgoMHbu3Nnl/d977z3D5XIZd999t/Hll18av/71r4309HRjxYoVvBQOOxYuvfRS44EHHjA+/fRTY9WqVcaVV15p5OfnG1u2bEn42GH+8RC0fv16o3///sYJJ5xgnHvuubw0DjwWmpubjSOPPNI466yzjCVLluhj4p133jGWL1+e8LHD/OPhH//4h+F2u/VHdSy89tprRllZmTFjxgxeniT3yiuvGL/61a+M559/Xm2mZLzwwgv7vf+6deuM7OxsY+bMmfoc8r777tPnlAsWLDCsgGARA0cffbRx/fXXhz73+XxGv379jDlz5nR5/+9+97vGlClTOtw2YcIE44c//GEshoMkOhb21traauTm5hqPP/54HEcJKx8P6hg49thjjUceecSYOnUqwcKhx8KDDz5oDB061GhpaUngKGHV40Hd91vf+laH29SJ5XHHHRf3sSJxpBvB4he/+IVx6KGHdrjt4osvNiZPnmxYAUuhotTS0iKffPKJXsISlJqaqj//4IMPuvwadXv4/ZXJkyfv8/6w77Gwt8bGRvF6vdK7d+84jhRWPh5++9vfSmlpqVx11VW8UA4+Fv7973/LxIkT9VKoPn36yGGHHSZ33HGH+Hy+BI4cVjkejj32WP01weVS69at08vizjrrLF4kh/nA4ueQaWYPINlVVlbqN3r1xh9Ofb569eouv2bHjh1d3l/dDmcdC3v75S9/qddZ7v2mAWccD0uWLJG//vWvsnz58gSNElY9FtSJ41tvvSWXXXaZPoFcu3atXHfddfoPD6pZFpx1PFx66aX6644//ni10kRaW1vl2muvlZtuuilBo4ZV7NjHOWRtba00NTXpGhwzMWMBWMSdd96pC3ZfeOEFXcwHZ6mrq5MrrrhCF/QXFxebPRyYzO/365mrv/zlLzJ+/Hi5+OKL5Ve/+pXMnTvX7KHBBKpYV81Y/fnPf5Zly5bJ888/Ly+//LLceuutvB6wFGYsoqROAFwul+zcubPD7erzvn37dvk16vZI7g/7HgtB99xzjw4WCxculDFjxsR5pLDi8fDNN9/Ihg0b9O4g4SeXSlpamnz11VcybNiwBIwcVnhvUDtBpaen668LOvjgg/VfK9VSmoyMDF4oBx0P//u//6v/8HD11Vfrz9Vukg0NDXLNNdfowKmWUsEZ+u7jHDIvL8/02QqFIzFK6s1d/TXpzTff7HAyoD5X62O7om4Pv7/yxhtv7PP+sO+xoNx99936r04LFiyQI488MkGjhdWOB7X99IoVK/QyqODl29/+tkyaNElfV9tLwjnvDccdd5xe/hQMl8qaNWt04CBUOO94UPV3e4eHYOgM1PzCKSZa/RzS7Opxu2wbp7aBmzdvnt7665prrtHbxu3YsUP/+xVXXGHceOONHbabTUtLM+655x69xejNN9/MdrMOPRbuvPNOveXgs88+a2zfvj10qaurM/GngFnHw97YFcq5x8KmTZv0DnE33HCD8dVXXxkvvfSSUVpaatx2220m/hQw63hQ5wnqeHjyySf1dqOvv/66MWzYML3LJJJbXV2d3nJeXdRp+e9//3t9fePGjfrf1XGgjoe9t5v9+c9/rs8h1Zb1bDdrQ2of4YEDB+qTRLWN3NKlS0P/dtJJJ+kThHDPPPOMMWLECH1/tW3Yyy+/bMKoYfaxMGjQIP1GsvdF/RKBM98bwhEsnH0svP/++3orcnUCqraevf322/V2xHDe8eD1eo1bbrlFh4nMzEyjvLzcuO6664yqqiqTRo9Yefvtt7s8Dwi+/uqjOh72/pqxY8fqY0e9Nzz22GOWeUFS1H/MnjUBAAAAkNyosQAAAAAQNYIFAAAAgKgRLAAAAABEjWABAAAAIGoECwAAAABRI1gAAAAAiBrBAgAAAEDUCBYAAAAAokawAAAAABA1ggUAAACAqBEsAACWtGHDBklJSZErr7zSlK8HAESGYAEAJgie9O7vMnjw4KR/bd555x39s9xyyy1iFVYcEwDYQZrZAwAAJxs2bJhcfvnlXf5bQUGBOFn//v1l1apVkp+fb8rXAwAiQ7AAABMNHz6cv5zvQ3p6uowaNcq0rwcARIalUACQRBYvXiznnXee9OnTR9xut5SXl8sFF1wgS5Ys6fF91f3OOeccKS4u1vc76KCD5Ne//rU0NjbucwnRxx9/LKeddprk5ubqGYHzzz9fL+8Kp+43adIkfX327Nkdlnmp+4Z/v/fff19OP/10PUujbutOjcSBfr6uvn5/Y3rkkUf0x+uuu67Lx/vmm28kNTVVJk+eLNHy+Xzy6KOPykknnaSfv8zMTBk/frw8//zzUX9vADALMxYAkCT++Mc/yowZMyQrK0ufyA8cOFC2bt2qT6SfffZZOf744yO+74MPPijXX3+9PqFX4aK0tFSHhttvv13efvttfcnIyOgwjo8++kjuvvtufYL+wx/+UD799FN58cUXZcWKFbJy5Up9kqycfPLJ+uT+8ccf1yfQ6vOulnmpUHHHHXfo73fNNdfIpk2bYvpchNvfmC688EK58847Zf78+XLPPfdIdnZ2h69VwcMwDJk+fbpEw+PxyNlnny1vvvmmHHHEETJt2jRpbm7W41Zj+Pvf/y6XXXZZVI8BAKYwAAAJt379ekO9BQ8bNsy4+eabu7y8+uqrofsvX77cSE1NNfr166e/Npzf7ze2bt0a8X2/+OILIy0tzTj88MONysrKDvebM2eOHt8999wTuu3tt9/Wt6nLU0891eH+V1xxhb79ySef7HB78GvUz7O38O/36KOP7vM5mjp1aofbu/vz7evr9zemu+66S//bvHnzOtzu9XqNsrIyo7S01GhpaTGicckll+jH+NOf/tTh9m3bthnFxcXG4MGDo/r+AGAWlkIBgInU8hq1JKery4IFC0L3e+ihh8Tv98ttt93WabcotXynX79+Ed9X3a+1tVXuu+8+KSoq6nC/X/ziF1JSUiJPPvlkpzGfeOKJcvHFF3e47Qc/+EFoNiNS48aN03+1765InotIqXGoGRo1OxHu5Zdflu3bt8vUqVN17UZPqVkK9ZyqmZ4f/ehHHf6trKxMzjrrLD2jUlFR0ePHAACzsBQKAEyk1uuHB4h9+fDDD/VHVYcQq/suXbpUf3zttdf0Ce/e1An06tWrO92uagH2NmDAAP2xurpaInXUUUdFdP9InotIqTCl6jSeeuop/bMHi7+DQePqq6+O6vvff//9oRqLrra7/fLLL/VHFZwAINkQLAAgCdTU1Oi/xqu/asfqvnv27NEfVT1FJPLy8jrdlpaWFjphjpQqvo7Xc9ETajZBBQsVJlStxbZt2+TVV1/VNRkjRoyI6nsvXLhQf9x7RiScKkRXAQcAkg1LoQAgCahiZ1U4rJbjxOq+wYBQW1ur77+vS7wFd4GKx3PRE6qgW81U/O1vf5OWlhZ57LHHdGCKtmhbzebU19fLueeeu9/nWxV3q92nACDZ8M4FAEng6KOP1h9ff/31mN13woQJHZZExYPL5erxTEYsnouejkntTqXqHNRuV2pb2MLCQr1jUzSCIa2ysjKq7wMAVkWwAIAkcO211+oTYtVfYuPGjZ1OWNVynUjvq/o1qCVMqoi4qy1e1V/Y1Vay0ejdu7f+uHnzZjHjuejpmFSRtto2V21pu27dOrniiitC2+h2NcOhZl1UX479UeFE9QhRQe6tt97q9O9qduSDDz7Y7/cAACujxgIATLR27dr9dt6+8cYb9Qnt6NGj5d5775Uf//jHcuihh+rGcIMGDZIdO3boRnFTpkzR/650976HHXaY/PnPf5b/9//+n4wcOVLvSDRs2DCpq6vTJ9OLFi3SzeXmzp3b459PLSlSuzSpmgVVO6CKvNVJ+N47IkUikuci0jGpZnXB8HHRRRfJE088oT/f3zKoYKF1sM5kf1T/DzXzoZoLquf74IMP1o0It2zZontwnHHGGTJx4sQePCsAYAGmbXQLAA4W7LFwoEtVVVWnHgxnn3220bt3byMjI8MYMGCAceGFFxrvvfdep8fo7n0//PBD43vf+57uC5Genq57KYwbN8648cYbjVWrVnWr/8O+ekYoS5cuNU466SQjNzc39HOp++/v+x3oe3bn5+vJmMItXLhQ337MMccY+6L6ZqjHV70nVK+L7li0aJExZcoUo6ioSPcRUb0xxo8fb/z85z/XvUUAIFmlqP+YHW4AALAatSPUz3/+c/nrX/8a6tOxN9VpXM2gPPDAA3ppGQA4GcECAIC9qJ2Z1JIptWOWWqaUnZ3d5XP04IMP6maGqqndvmowAMApCBYAALRRdQ6qtkQ1DXz33Xdlzpw5us4FAHBgFG8DABDWwE7NQBQXF+sdoX72s5/x3ABANzFjAQAAACBq9LEAAAAAEDWCBQAAAICoESwAAAAARI1gAQAAACBqBAsAAAAAUSNYAAAAAIgawQIAAABA1AgWAAAAAKJGsAAAAAAQNYIFAAAAgKgRLAAAAABItP4/7l5zYOhZi9YAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tri = TriangularEccentricity(a_min=1, a_max=4, lam = lam_func)\n", "\n", "tri.plot()\n", "tri.plot_slice(fix_a=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### \"Power-Law\" Distribution\n", "\n", "The *power-law* eccentricity distribution is defined as:\n", "\n", "$$\n", "\\psi_e(e, a) = (2\\zeta + 1)\\, \\lambda(a)^{-(2\\zeta + 1)}\\, e\\, \\left[\\lambda(a)^2 - e^2\\right]^{\\zeta - 1/2}, \\quad \\text{for } e < \\lambda(a)\n", "$$\n", "\n", "This distribution is implemented via the `PowerLawEccentricity` class. In addition to `lam`, this distribution requires the user to specify $\\zeta$ (steepness of the distribution) via the `zeta` keyword argument." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from debrispy import PowerLawEccentricity\n", "\n", "power_law = PowerLawEccentricity(a_min=1, a_max=4, lam=0.5, zeta = 0.5)\n", "power_law.plot()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "power_law = PowerLawEccentricity(a_min=1, a_max=4, lam=lam_func, zeta = 0.5)\n", "\n", "power_law.plot()\n", "power_law.plot_slice(fix_a=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### \"Truncated Gaussian\" Distribution\n", "\n", "The \"truncated Gaussian\" eccentricity distribution is defined as:\n", "\n", "$$\n", "\\psi_e(e, a) = \\sqrt{\\frac{2}{\\pi}}\\, C\\, e \\left[ \\frac{\\exp{\\left(-\\frac{e^2}{2\\sigma_\\kappa^2}\\right)}}{\\sigma_\\kappa} \\cdot \\text{erf} \\left( \\sqrt{\\frac{\\lambda(a)^2 - e^2}{2 \\sigma_\\kappa^2}} \\right) + \\sqrt{\\frac{2}{\\pi}} \\cdot \\frac{\\exp{\\left(-\\frac{\\lambda(a)^2}{2\\sigma_\\kappa^2}\\right)}}{\\sqrt{\\lambda(a)^2 - e^2}} \\right],\n", "$$\n", "\n", "for $e < \\lambda(a)$, where the normalisation factor, $C$, is given by:\n", "\n", "$$\n", "C = \\sqrt{\\frac{\\pi}{2}} \\cdot \\frac{1}{\\sigma_\\kappa} \\left[ \\text{erf} \\left( \\frac{\\lambda(a)}{\\sqrt{2}\\sigma_\\kappa} \\right) \\right]^{-1}\n", "$$\n", "\n", "This distribution is implemented via the `TruncGaussEccentricity` class.\n", "\n", "To use this distribution, the user must specify:\n", "\n", "- `sigma`: The width parameter $\\sigma_\\kappa$, which must be strictly positive. This can be provided either as:\n", " - A constant float (e.g., `sigma=0.05`), or\n", " - A callable function of semi-major axis, $a$.\n", "\n", "- `lam`: The upper envelope function, $\\lambda(a)$, which restricts the allowed eccentricities. As with other profiles, this can be a float or callable, and must satisfy $0 < \\lambda(a) \\leq 1$.\n", "\n", "The distribution is automatically normalised and internally validated." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from debrispy import TruncGaussEccentricity\n", "\n", "trunc_gauss = TruncGaussEccentricity(a_min=1, a_max=4, lam=0.5, sigma = 0.25)\n", "trunc_gauss.plot()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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XgXQBS4MNmHPKvYAWFBRkuhsgDiA7uUB2coHsZOM2pQGWBu8CS4MNyJ4kN5PE1q1bkVFCIJCdXCA7uUB2skH2JJAuYGkAnkTTkMlZKpCdXCA7uUB2IFnA0uBdYGkAAAAAAAAA2AJLAwAAAAAASAqa5lNLqkjlsYE9sDR4LHsSk+0ZlDgorEOHDq4LDgPRgezkAtnJBbKTDe51IF3A0mAD5pxyL6A5OTm4kAoEspMLZCcXyE42blMaAuqRa+r6lMpjA3tgabAB2ZPkZpLYtm0bMkoIBLKTC2QnF8hONsieBNIFLA0AAAAAACApIHuSd4GlAQAAAAAAAGALLA0AAAAAACApIHuSd4Glwe7D8cnMnpTtGZT8fj917txZ/QWygOzkAtnJBbKTDe517uD000+ndu3a0Zlnnhnx3quvvkr7778/9e/fnx599NFge58+fejggw+moUOH0tixY8ntwNJgA4oKy61s2tjYqDJKuC2rBLAHspMLZCcXyE42bqvmna0xDVdffTVddNFF9MQTT4S0NzQ00NSpU+mdd96hNm3a0PDhw5WCwanhmQ8//JBatWpFEkj4Ueznn39O119/PZ1//vn0pz/9iZ5//nn69ttvk9M7Inr44YeVFlZaWqqWUaNG0euvv267zwsvvEAHHHAAFRYW0uDBg+m1116L69waDDFiL6A7d+503YUURAeykwtkJxfITja417mDMWPGUOvWrSPaly1bRgMHDqQePXoo5WDChAn05ptvkkQSUhref/99Ovzww+nOO++kf/3rXzRz5kw6++yz1YSdtanRo0fT7373O3ryySfjPsc+++xDd9xxB61YsYKWL19Oxx57LJ166qm0atUq0+1ZY+M+XHzxxfTpp5/SaaedppYvv/ySso1sdlECAAAAQOZiGlK5xMqSJUto4sSJ1L17d+WBMG/evIhtZs2apdyF+IHzYYcdpib7yWDTpk1KYdDh1z/99JN6zX3hufKhhx5KTz31FHnaPenmm29WA164cKHyx+rYsSMdd9xxlJeXp9pYqXjvvffUNuedd15c52AhG7ntttuU9eGjjz5Smls4DzzwAJ144on0+9//Xq3fcsst9NZbb9GDDz5Is2fPNj1HXV2dWnQqKioMJrYmvcpHGvl8WtMX1lBYJFp7eK0HVfLER47bOa6CH5iHWz3s21v6wvmbdTcdfhphfCIRb3t4TuhY29n/MvzYsbbb9ZHhNuN5pY/Ji3Iya9dfW8lP4pi8KCezdu6X8bUXxhRP3yWOSZddrPJz85jibZc4JtRpiE51dTUNGTJEuQ+dccYZEe8/99xzyoWI54msMNx///00fvx4WrNmjYqRZIYOHapcjcJhqwErI/HA82RWIjZv3kzjxo1T3jHsXeNJpYFdk/ipPz/91zn66KPpxhtvVJYADgbhwfMkPhmwnzq7HrHw2U3JjKVLlyrBG2HBm2mVOmwhuemmmyLad1YMoICWp14X5ZdRaclmqtzTlWrq2wW3KSncTq2KtlN5VU+qb2jxSSst3kRFBeVUVtmXGhoLgu1tW62ngrxq2rF7AGkGBaFD6Xfk9++l7eUHhPShU9vVFAjk0c6K/YJtPl+AOrddTfUNJVRe1TvYnptTp45TW9+GKvY0fYFzfNsoPz+f2rdvT1VVVeqz0ykqKlIWIVaSampqWsZUUqJMbGVlZVRfX98yptJSKi4upl27doX8cDjwp6CggLZv3x5ywWN/Pa7MzIXWjPAPkGXJLkQtY/JRly5d1Pn4vMEx5eYqZZT7pytzjN2YuO+8PZ9XDxCTPiYvyslsTNxvPkd5eTnt3bvXE2PyopzMxsQTF30cXhmTF+VkNiaWHe/btm1bdSwvjMmLcrIa0+7du8lN8IPLVMYd6JYG42fO8GfCixnsEsSLFffeey9NmTKFLrzwQrXOysP8+fNpzpw5ygWfWblyZVz9ZYVCtyww/HrkyJHqtW6B6NatG5100kn0ySefuFpp8GkJOMPxF53dj/jpP8M/QI5r0Cfga9euVZrZf/7znxDFIla++OILpSTU1tYqf7Cnn35afbhm8I+Vg1DYRUnnoYceUn3aunWrY0tDz549acvqvtSuNFe0pSG3y2o8ycHTqax54oYxQU747uH3lG3XCJ6zsCLBygMrGpmC+8FK0bAXp1JOifnkPRk0VtfRJ2feG9E+ffp0mjFjRtT9+bN7+eWXles6w4oaK2cvvvhisI2ZPHmyeoD1yiuvOO7b4sWLlWcLH0uHFb4DDzxQvacHQrMrPbtBsQxZYWQFk92UWFlhVyVPWhpYM2INWIcn9PwB6/Tr149OPvlk+stf/pKQ0sBpqljD4x8EC4IF+e6779JBBx1EycBKO+WJfHjaVVYEeEoesa1Fu1Xa1ljaWZngvjhvb+mLMRWbfqGJ3D62dqv0brG0J6svZu180eWLACuQ4e9JHVM87RLHxLJjBZ5lZ9YfiWOK1u6VMRl/d14ZU7x9lzYmo+y8MqZE2qWNyWyfTMKzj1TmIdEPvXHjxhAlycrKEI0dO3Yo6xJbk4zw+urVqx0fZ9y4cfTZZ58p6xLH47JnDD/wZovUPffco1KqspJw3XXXKUvX999/r7IoMXx+tnS4WWFIWGlg/7BvvvkmRElglyUjffv2pUceeSSR06gLGR+bYQ3t448/VrELZsft2rVrhEWB17k9VpA9SSZ8A2QzL5uZ3XYxBfZAdnKB7OQC2ckmAYcR0ehZNd3CwoULLd875ZRT1GJk3333VUpG1mRP4lgFDnTWffw4doCDOowfAq+z21IyYU3N6E5khLW6RYsWhbRxILRVDITXQQYlAAAAAKSLQJPDdUqXZMJxKTxPTdYDZy+TkNLAphQ2r7DphbnmmmuUbxb7ZZ1zzjkq0IMDk9lkEy/Tpk1TqbJ++OEHFdvA6+wXdu6556r3uT4EtxmLayxYsECZgtisxP5tnKr1qquuSmSoAAAAAADAY7A3C3uxGB8488NpXs/WB84pqwjNfls6nTp1UhP2X/3qV/Tss8+qNv7A2ZUoXjizASsGnI6KA0g4qvyNN96g448/Xr2/YcOGEH+/I444QgVKc0D2DTfcoEp2c+akQYMGJTROIAtdkQXygOzkAtnJBbIDySLeWgqxHD9WONCYk/PorFu3TsXKcparXr16qaybHC87YsQI9cCbU65ybIKeTQkkIXuSHSwcDkrhLETS0DMAbFvTO5g9STK5XVt+KAAAAADwDvqcxS3Zkw5+4VrKKU5h9qQ9dfT5L+6OabzsocKByOGwojB37lz1mrMe3XXXXbRlyxaV+fOvf/2rqtkAWkjZjFgPXJZMKjVlkDpYD+Yc2JwTG4HQsoDs5ALZyQWyk43bAqG5RoMvhfOneGpAjBkzJurnxG7scGVPYUyD1zHWXZBMtgVD84WBn3i47UIKogPZyQWykwtkJxvc60C6kO97AwAAAAAAXIEqPJvKOg14HpgxYGkAAAAAAAAA2AJLgw1mFZ6B++E4BrNq0MD9QHZygezkAtnJxm33OjdmTwLJAUqDDT4flAapF1BOowbkAdnJBbKTC2QnG7cpDcC7wD3JBmizcoPCKisrERwmEMhOLpCdXCA72bgtEFq3NKRyAZkBSkMWZE/KtgxKfAHloixuu5CC6EB2coHs5ALZyQb3OuAJ96QlS5aoKpOHH354SNVmAAAAAADgPdxYpwEkh5TO5LmYxtFHH039+/enRx55hOrr61N5OgAAAAAAAIA0peGYY46ho446SpX6/vWvf019+vQhSSB7ktygMFSDlglkJxfITi6QnWzcFgit12lI5QI86J60ePHi4Osvv/yS3n//fZIEsifJvYC2adMm090AcQDZyQWykwtkJxu3KQ3Au6Qt5eqgQYPUIgmvRehzMHRu17WUDUFhFRUVVFpaioupMCA7uUB2coHsZOO2QOgma0Aq6zSk7NAgE+5J/AX+9ttvaePGjSQZL2VPyib4+1dTU+O6CymIDmQnF8hOLpCdbHCvAyKUhpdeeonOP/98KisrC7b98MMPdPDBB9MBBxygYhjOOussamxsTEZfAQAAAACAi0GdBu+SkNLw8MMP08qVK6ldu3bBtmuuuYZWrVpFY8eOVcrDCy+8QHPmzElGX0ESyKZ6DQAAAAAAwAVKw1dffUUjR44MrnMV3vnz59OkSZNo4cKFtGzZMjrwwAPFKg3IniQ3KKykpATxDAKB7OQC2ckFspON2wKhtTQsQKDSsGvXLuratWtwnbMjNTQ00Nlnn63W8/Ly6Pjjj6fvvvuOJILsSXIvoK1bt3bdhRREB7KTC2QnF8hONrjXARFKA2en2blzZ3D9nXfeUZWfuaCbDisO1dXVJBGvZU/KpqAwVmgRHCYPyE4ukJ1cIDvZuO1eh5gG75KQ0sDBzv/973+V4lBeXk5PP/00DR8+PCTGYf369dSlSxeSiFezJ3k9roEvoFx93G0XUhAdyE4ukJ1cIDvZ4F4HRCgNv/3tb2nTpk20zz77UK9evWjz5s2q8rORjz76iIYMGZJoPwEAAAAAgNtBUINnSai4289//nOaNWsWPfbYY2qd06tecMEFwfffffddVWTrxBNPTLynAAAAAAAAAJkVodmyEG5d0Bk9enRIDQdpeC17UqMWUH9zfCmp6eeqoDBUg5YJZCcXyE4ukJ1sXBcIrflSGxOKeFO5SoOXQfYkuRfQ4uLiTHcDxAFkJxfITi6QnWxcpzQAzxKT0nDRRRepL+ftt9+ugpt53Qm8j+7CJImA5veclSH4eks/yu26lrxIIBBQ2ZPat2+vsnkBOUB2coHs5ALZyZefm+AcJKnMQ4IcJ0KUhrlz5yoF4A9/+INSGnjdy0oDkAvXCwEygezkAtnJBbIDACRVaVi3bp3626NHj5B1AAAAAAAA9DoNqQI1tIQoDb1797ZdB3JgFyUEtAAAAAAAACdg3miDj9hPED7x0mB3OC4wiOAweUB2coHs5ALZycZ19zq2MiB7kidJaEb8wgsvRN2msbFRxUBIxG2/w2Tj1crQfAEtKChw34UURAWykwtkJxfITja41wERSsOkSZPokksuoT179pi+v3btWho1ahTdfffdJBEvZU+KllHJa5kktm7d6rqMEiA6kJ1cIDu5QHaycWv2pFQuIDMkNCseP348zZkzh4YPH04rV64MeY8zKw0bNow++eQTuuGGGxLtJwAxoeGqIhbITi6QnVwgOwBASpWG119/ne655x6VRenwww9Xr8vLy+nss8+miy++WPmVv/POO3TLLbckchoAAAAAACABLQ0LyAgJ+99cc8019NFHH9G+++5L1113nUrH+vzzz9MZZ5xBn332GR199NHJ6SkAAAAAAAAgIyTFaX/IkCH0s5/9TJk3a2pqqEOHDnTTTTdR27ZtSX72JG/jxWBoDgrj7yCCw+QB2ckFspMLZCcbt93r9DoNqVyAUKVh48aNdMwxxyjXpKFDh9K0adOUi9Khhx5Ks2fPJsm47HeYkoBnLwZD8wU0JyfHdRdSEB3ITi6QnVwgO9ngXgfEpFxlK8OHH35IV199tXJTuu222+i9996jrl270pVXXkmnn3467dq1iyTi9exJXrU2cCaJbdu2uS6jBIgOZCcXyE4ukJ1sXHmvQzyDJ0k45Wp+fj699tprdO+996rXzGGHHabiGc455xx65ZVXlGIB3IsXrQ0AAAAAAMAlSsOECRPo888/V6lXw2nVqhU9+eST9M9//pMqKysTOQ0AAAAAABAAYhq8S24iO8+fPz/qNr/61a9oxIgRiZwGAAAAAAAAkEFS6rTPhd04ruHII48kieRlR0iD5+Ia/H4/de7cWf0FsoDs5ALZyQWyk43r7nWo0+BZErI0mMGZk/71r3/RY489plyXOA1rUVERSSSbigpzXEPSvwwZgr9zjY2NKqMEskrIArKTC2QnF8hONqjmDdJF0tTThQsXqkrQ3bt3V5mUOBCaq0T//e9/py1btpBENELKTqkX0J07d+JCKhDITi6QnVwgO9m4T2nwpWEBmSA30RoNjz/+uFo2bNigvrhcEfqnn36iCy64gObMmZO8ngIAAAAAAABkWBr27t2r6jOceOKJtO+++9KMGTNox44ddO6559Kbb75J69evV9vl5nrF2SV7qNu8b6a7AAAAAADJZGlMw+mnn07t2rWjM8880/T9PXv2UO/evenaa691vI/biHlmz+5HXKyNfcXHjh1L559/Pp1xxhlUUlKSmh4CEAeIZZALZCcXyE4ukB0AiXH11VfTRRddRE888YTp+1z8mN32Y9knGu+88w4tWrSIPvjgA/rxxx/VQ/zi4mLq1KkTDR48mEaPHk0/+9nPVMHljCgN7CvOkfrXXHMNXXfddapjXsXvY3UWvnPS4O9nly5dMt0NEAeQnVwgO7lAdrJxbfakVB7fhYwZM4YWL15s+t63335Lq1evpokTJ9KXX37paB8rqqur6a9//Sv94x//UN49ekxLYWEhtW/fnmpqatQ5OBnRU089RXl5eeq8PG9PNJtpzN80jlXgbEhcAXqfffahU045Rbkr1dfXk9dwXWwRcAT/gOrq6lwYHAaiAdnJBbKTC2QnG9zrorNkyRI1cWZvGbaqzZs3L2KbWbNmUZ8+fdTk+7DDDqNly5YlTUbXXnstzZw5M+HjzJ49m/r160d//OMfqbS0lG655RZladi9e7dyf2JrAz/c51ACVlLYgvHLX/5ShQ8cc8wxyjNo3bp16VMaOLh58+bN9Mgjj9CwYcPo1VdfpbPOOks92b3sssvo/fffJ6+QjdmTvBDXwBfQsrIyXEgFAtnJBbKTC2QnG9cpDZov9UuM8NP5IUOGKMXAjOeee46mTp1K06dPVzXGeNvx48fTtm3bgtsMHTqUBg0aFLFs2rTJ9tyvvPIKDRgwQC2J8pvf/IaOP/54ZUVYuXIl3XDDDSpUoHXr1iHbsWLE5zvvvPPoySefpK1bt6p5O2c25fV4iStauVWrVnTJJZeo5euvv6ZHH31U1WZgUwm/5s6uWbNGmU046AMAAAAAAIBkUVFREbJeUFCgFjMmTJigFivYe2bKlCl04YUXBp/oz58/Xz0ov/7661XbypUr4+rnRx99RM8++6zyyqmqqlJWALYS3HjjjTEfa9WqVXEpH+whxHN2Hh9nO42XhB3hDjzwQLrnnntUmtXnn3+eTjjhBKU0vPfee7TffvvRcccdl5BWAwAAAAAAZMCGj1QvTM+ePalNmzbBJV73H3avX7FiBY0bNy4kToTXly5dmvDnMXPmTFWi4IcffqC7775bKSfxKAxMotaKnJwc6tu3b9z7Jy0vKqdY5ZRRvLBPFddumDt3rors5iAPNpEAkC6Q8lcukJ1cIDu5QHZAGjwR5yf2OlZWhmhwxqHGxsaIBCq8znEBThk3bpxy/2FXKI75ZcvCqFGjkr5PJklJMQUe+J///Ge1cICG1CJv2Zo9ieMaCrp9T1LhJwQdO3bMdDdAHEB2coHs5ALZySZbsyexwmBUGjLNwoULHSUTinWfaHB8w9NPP61iK3r16kUHH3wwHXLIIdS/f39KNimvwMbuSbxIRIsj2Aa4IyiMU46xDx9yj8sCspMLZCcXyE42rguEFgY/ZGS3HQ4WNsLryapvkCo4+RCHBdTW1qp145yH4485eJsViOHDhyfF48dl6qm78MLPsFELUDZeQDlAChdSeUB2coHs5ALZycZ19zoXZk+yIz8/X02q2TNGJxAIqHU3uwoxN998s1IU2GLBblb8XTj22GNV5id+eMpKBdd0CLdwuNbSAGQi3UUJAAAAAIDhrEVr164Nfhhcq4CzIXExNHbp4XSrkydPphEjRtDIkSPp/vvvV3EGejYlt/L555/TqaeeqhQFnaOPPloFWnOmJY4zZnelE088MSnng9IAAAAAAACSAoeDqpDQFBHPsZcvX67qGeiwksCwosBJeyZNmkTbt29Xk+0tW7Yot54FCxZEBEe7jcrKypBsSGx14KBuZuDAgfTf//5XjYXrqCUDKA02IKJBJvyjYXMj4hnkAdnJBbKTC2QnG9zrojNmzJioblxXXXWVWiTRrVs32rVrV0gcQ3l5eXCdq0effPLJ9Je//CXEGhEviGmwwZdKVVkAUqtD8wWUTY64kMoDspMLZCcXyE42rrvXaWlYgIIrV3/zzTchSgK7LBlhS8SyZcsoGUBpsAHZk2TCTxPYZOe64DAQFchOLpCdXCA72eBel72ceOKJqphyWVmZWucAaA5+5toPOrzO2aEyrjRwJ84991zyKphyyr2AcgATLqTygOzkAtnJBbKTjevudcKyJ0lmypQp9P333weLM15zzTXUunVrGj16NJ1zzjkqqJurWhurXWdMaeCiGlzGGwAAAAAAAJBeuKAyKwpMp06dVAB3586d6dlnn1UB4Icffjg98MADmQ+EZg3GaAIB3gOpVwEAAADgtorQwHpuznEOnGK2oKAgqQ/3E7I0zJgxg95++2365z//SV4EBjC5QWGoBi0TyE4ukJ1cIDvZuC4QGrgCDopOtjdQQpaGt956S6Wx4uIXf/vb3+jQQw9VOW3Dv8C8/uc//5lkZk/Cj1Ea/H1r06ZNprsB4gCykwtkJxfITjauUxpgafAsuYlaGnRWrFihFjOkKg3IniQ3KKyiokLF3LjuYgpsgezkAtnJBbKTjesCoYFnSUhpeOedd8jL4GcoM66BL6A1NTUqMAhKgywgO7lAdnKB7GTjOqUBlgbPkpDSwCmdQHYgTXEAAAAAAAAuURp0PvjgA5o7dy6tXLky6BZyyCGH0OTJk+nII49MxikAAAAAAIDbSXUtBdRpcMySJUtUDQdOu+r3+zOvNHAhib/+9a9B8xi7g/Brjm947LHH6Oqrr6Z7772XJAJveJnwd7CkpASuSQKB7OQC2ckFspMN3HCBFZysiL8fffr0oeuuu04lLsrPz6d4SUjteOKJJ1TBiP79+9NTTz1FmzZtooaGBtq8eTM9/fTTNGDAAPW+1JSsTdmTgDT4B4J4BplAdnKB7OQC2cnGbUoDT51SvQBnHHPMMXTUUUfR7t276de//rVSHjJmaXj44YdVJbr//e9/ISkuOe3qWWedRRMmTKDBgwfTQw89ROeffz5JA9mTZMY1sKWrrKyM2rVr57qLKbAHspMLZCcXyE42rguEBq5h8eLFwddffvklvf/++wkdLyFLw6pVq+jnP/+5ZU58buf3eTuJ4GfYRIA0tUi6gNbX1+NCKhDITi6QnVwgO9m4NntSKhcQM4MGDaLLL7+cEiHxqIgo4Emvd5CkOAAAAAAAZAs7d+6k7du3p/QcCSkNAwcOpH//+99UVVVl+n5lZaV6n7eLl5kzZ6pK0+yj3rlzZzrttNNozZo1tvtwJidWVoxLYWFh3H0AAAAAAADAbTzzzDO03377qTly165dVSIYVyoNl112Gf344480atQopRzs2LFDtfPfF198kY444gj1PgdfxMu7775LV155JX300Uf01ltv0d69e+mEE06g6upq2/047SsHZOvL+vXrYz43vOHN4xrcDiuJqAYtE8hOLpCdXCA72cCjI3t5+eWX6dxzz1UP6c877zwaPnw41dbWBt/nuTPHFK9evTop50soEJpTN3366af04IMP0i9/+UvVxnlgA4FA0M/uN7/5jarXEC8LFiyIsCKwNsUpXTkq3O5HxBpX4tmT5KoOjVqTHLLNRYllX1xcnOlugDiA7OQC2ckFspON25QG7k0qMxy5a7SZ5bbbbqNOnTrR559/rpIQ3XTTTWp+rMNKxOuvv049evRQnjsZr9PANRp+8YtfWBZ3O/rooymZcNoopn379rbbsctU7969lQIzbNgwuv322y3dpOrq6tSiw2NgGgI5FGguIuIjTSkRnFFJM3xlo7UHtFBjjo8CxL9vp+1+X4A4xkmjWNqb+hJo/tHG2/fgcZoVheCYmpXC4PbNLmBO21mxZIUyPHgrlnb92GbtvM6+fZw9SS9mYrd9LH3P1JjiaZc4JqssLpLH5EU5mbVzv1h2HTp0CDmf5DHF03eJY9Jlx/fVnJwcT4wp3naJY+JU9yA7WbVqFV100UVKYTAjLy9PpVxdtGiReypCs2KQbOXADP6B/O53v1NVpjkK3Ir999+f5syZQwcffLBSMu6++27lKsUfLqeIDYe1L9bOwtmxuz/tDTR9REX5ZVRaspkq93Slmvp2wW1KCrdTq6LtVF7Vk+obWgXbS4s3UVFBOZVV9qWGxoJge9tW66kgr5p27B5AmkFB6FD6Hfn9e2l7+QEhfejUdjUFAnm0s2K/YJvPF6DObVdTfUMJlVf1Drbn5tSp49TWt6GKPd0p0Hzxyc+rUuetru1Ie2o7B7cvLChT/ays6Ua1dS1jKi7cpsa0u7oX1e9tFVQaWhf/pMa0+dvxlNPmyeD2PMErKChQATjGCx5PHvgGtG3btpAxsaWosbFRTexbxuRTX3rOesQ3r+CYcnOpY8eOVFNTE1Tm1Jjy89UNjpVDo6taUVGRin/hbdmVTVca2MeP2/nYfI6gnEpLlVVi165dIRdet42JM5HxtryPjhfHxP3mPpeXlyv5eWFMXpST2Zj4+swy4356ZUxelJPZmFh2fK9s1aqVOpYXxuRFOVmNSX+Y6hpQETpt8PeAFzt43stuSsnAp7kuV5c1HBvBZhbOM2s2+beCb2QHHnggnX322XTLLbc4sjT07NmTtq7uR21L5VoadPekRCwNjSF9bBlTUddvXfskh9e3bt2qTHawNMh64sav+UbIsoOlQZ6lgWVn9sRLwncvm59g67LjCTMsDe6Vk1U7P2RhJYiVB1Y0MgXPnVgp6n3HbeRPYfKZQG0trb/+jxkfr1sqPrNyunz5crXOD8Bvvvlmpfjq/OEPf6D7778/ZJ6bUUtDOrjqqqvo1VdfpSVLlsSkMOjmGXaXWrt2bUyaGk/A/WG+gjxp5slzOFbtfAwzYmnnLrBS4by9qS9cXSGRvnO732JM+mQ8pN2kzapdv+ilop0vutzG5w0/t9VxYul7JsYUT7vEMek3QV1+XhhTtHYvjUl/7aUxxdN3iWMybuOVMcXbLm1MVu9njFTXUhDzqDv1cJDzJZdcooooX3HFFabbfP3115b11FKqNLDfFH+hOT6AnybxulN4Us6T/VNPPdXWtSgcPZiaI8S5sl3fvn0pVljj+uKLL+ikk06Kab+miTRCbsyo2dyXirqtIzfC31FUg5YJZCcXyE4ukJ1szBQNkB1ccMEF9PTTT6t5MrvgG916mXfeeYdee+21mOe/SXFPYm2Wv5ystQwYMCAu7ZZNny+99BJNnDjR0fasOfEH8sorr6hYBR3Wmtg/UNe0jJHhbJo5/PDDqV+/fspsd9ddd9G8efNURPlBBx3k2MS285u+VNraZRp8mrMn2WVLcqvSAAAAAGQL+pzFNe5Jt6fBPekGuCfpsNsRZzN99tlngwokP6Dn8gccy8DTfFYeOCA6rZaGdeuaJok8QTeuO4Hzxn777beq5sL06dMdKw0PP/xw0G/LyOOPP640LGbDhg0hCgwHE02ZMoW2bNminjhzyqkPP/zQkcJgRM+cBGRZG3T/XGNMA5ABZCcXyE4ukJ1swmMeQHZRUFCgHq5ffPHFqgQCZ0riB+VM//796c4770yKwhCz0sApTO3Wo8GWAg5i/tvf/uZ4HyeGEHZbMnLfffepBWQvguL7QRiQnVwgO7lAdiBZcI2GlNZpwO3dlOOOO04tDFud+Dfdtm1bSiZpD4RmTYgrSAMAAAAAAACSS7ICn1OmNHCwMftPWaV06tWrV9BUwgvwBm51UQIAAABABkD2JM+SsMM3BxePHz9eFYXp3r27ym4Uvuy7774kEbM0pNkUBC0VDgTinNXIKCEPyE4ukJ1cIDvZ4F6XPZx44on08ccfx7UvFxq84447aNasWZlRGlauXKkqQS9dupROOOEE5T/FVZj5NVdJ5PXRo0fTeeedRxJBFjO5F1DO0oULqTwgO7lAdnKB7GTjunudloYlS9m+fbvKDjp27FiVEMhJNXDOoMS1zjgOmQscmxXgTIt7kl5d+X//+5+quMyZak4//XS68cYbVYn0//u//6MXX3yR5syZQxJB9iSZLkqcSWLbtm2quimyJ8kCspMLZCcXyE42yJ6UPaxYsYKeeOIJVfmZY4Q5UygnGeIsoawMcOAzZyvdtWsXrVmzRlWKrqysVA9SzzrrLLr11luD4QJpVxo4E9Ipp5yiFIbwDAxcQ4FTP3Gq0xtuuEGlgwIAAAAAAN4F2ZNSy+TJk1V9Mi7axtYGziD6r3/9K2I7fmjK3j/8MJ+rRnfr1i3hcyekNLBZxBivkJeXR1VVVSEd5voKzzzzTGK9BAAAAAAAABC7pJ188slqYbjo8o8//kg7d+5UD+25TtXAgQOTnkUpIaWB3T+4kJpO165dVQE3I2wm2bNnTyKnARnCrhq0212UAAAAAJABuDBuKovjovBuBOzxY/T6SRUJBUJzhWX2mdI58sgj6c0331SB0brm8/zzz9MBBxxAEvGjgohI2MKFeAaZQHZygezkAtnJBrF7IF0kpDSwWWTJkiW0efNmtf6HP/xBxTRwuWo2jQwePJjKy8tVTINEUFRYJvwd5LohqHAqD8hOLpCdXCA72bjuXofsSRln7969Kr0qp2idOHGiqqOWcaXh8ssvp59++knlxGeGDBlCixYtUp3klKvjxo2j//73vyoIQyIauSyNmcthFyW3XEDZr891F1IQFchOLpCdXCA72eBeB8K55pprVJA0l0BYuHAhVVRUqPYZM2YklJgooZgGDnwOz/d6xBFH0Pz58xM5LAAAAAAAEAiyJ2UeDg2YN2+empNPnz492D5s2DBlgTjnnHMyUxEaADdaGwAAAAAAspG6ujqVnCgcjjFevXp13MeF0gA8iesqZALHQHZygezkAtmBpIGYhoxz/PHH00svvWQa68Axn2lzTzLWZYjlYvTdd9+RzOxJmHzGSt3mfamg2/eUyUwSiZRJB5kDspMLZCcXyE42yJ4EwrnzzjvpsMMOU/Nvjnnhvw0NDco1aejQoZQ2peGHH35Q5ahzcxMKhxAB4mhTX98hFfAPpL6+nvLz8/H0TBiQnVwgO7lAdrJxXSC01hTXkMrjgya4Vlq7du3I7AE/ZzflhEVcK+3oo49WBZl5XvTqq69SvMQ98+dKzxdddBGddtppKiDaiyB7UuwEKEBuuIDyD4lrNcDkLgvITi6QnVwgO9m4TmkAaYOzl/bu3ZsOOeSQkKVHjx6q2Nu7775La9eupc8//1zN1UeNGqWym6YtpuGrr76iq6++mlauXElnnXUWde/eXaV2+uKLL+LuBPCewoCAaAAAACALydKYhtNPP1099T/zzDND2rkIMrsE6UtRUZHKbGTVHgsnnXSSilPg/ThL0qmnnkq9evVSc/NLLrmEVq1aRf369aMzzjhD1WtIRGFgfFqcKioHUnANhjlz5tCCBQvUOms3F198sUrl1KZNG5IK57Pl/m9fsy+1LZUZ09CoBdLuZhRuZSjptp4yQSAQoG3btqEqtEAgO7lAdnKB7GTDRXR5ssruJ6WlpRmfO+37p9spp7AwZedprK2l72+9IePjDWfx4sVUWVlJTzzxBL344otkRlVVFfXp04fWr19PJSUlUdudwsXb+GE+L59++il9+OGH6lhsXfjHP/5B559/PiWDuLMncVwDuyb95z//oY0bN9Ltt99O1dXVdOWVVyoN51e/+hVt2LAhKZ0EIFayIebGq0B2coHs5ALZgaSRpZaGMWPGUOvWrW234TnzcccdF6EYWLU7RS+ofO2119JTTz1F69atU4oDxzZcdtllap6eDJKScpUz1fzhD3+gr7/+mt566y1q3749PfPMM0rjkUxT9iQQL9Wbe2cskwT/gJBRQh6QnVwgO7lAdrLBvS46HBTM7jn8UJtjHc3cgGbNmqWe9hcWFqrMQ8uWLUtJ0bVJkyY5bo8GKwSzZ8+m//3vf1RTUxPy3uGHH67GzW5Pd911FyWDpD2O/fjjj5Wr0rPPPqtMRhyEsc8++5BkNE2ma1K2wx53/OPhHwoCoWUB2ckFspMLZCcbtwVCp6siNLtDGSkoKFCLGewJM2TIEJXAh/37w3nuuedo6tSpagLOCsP9999P48ePV3EHnFSFGTp0qEpbGs6bb76plJFocH/56T/Pk520O4Fdj/R5DiuP/fv3DwmI5j5zrMX8+fPpr3/9K2VUaWAfqieffJIef/xxFWzB5k3W5DiugT9s6dqvu36G2ZU2NdELKP8I+WkBlAZZQHZygezkAtnJxm1KQ7ro2bNnyDoHAs+YMcN02wkTJqjFinvvvZemTJlCF154oVpn5YEn2vww/Prrr1dtKxP0nnnllVfohBNOUHMTJ+1OYDckjmEwLuzpw4s+/2FFiitET5s2jUaOHEnDhg1TGZfSojRwwNRrr72mPkj+QDlqe9CgQXTPPfeoOIZEI7OB91yUMhUQDQAAAABvwn76xkBoKytDNLiu04oVK9SkWocfenOMwNKlSylZPP/883TppZc6bncCT/554RhjnZ07dwYViE8++YTee+892rRpE/3lL38JKhIcOM8P/lOuNLDL0datW1WEPFsU2NQzYsSImE8M3J05KZlAcQAAAABAMmGFIRnZk3jyzBlAOT7XCK+vXr3a8XHGjRtHn332mXKF4rnyCy+8oOoiMOy2zzES//73v0P2sWp3CscSH3DAASFeFVy7gfvCC3P22Wer47/xxhuqbAIrE9zPeIhZadiyZYtK4cS+YVwd+sYbb4y6Dw+GrRLSQESDTPj7hmrQMoHs5ALZyQWyk43r3HBTneHIpd5YCxcutHyPH7TzA3en7U4ZOHAgFRcX0+DBg0NiGbid4zp57s0KAysvY8eOVUvaYxrYJYmrzIn9QjvEp6JtZPbdbZWg02lt4O8bZ/AC8oDs5ALZyQWyk43UOZZbYLd6LiMQPnnn9a5du5KbmTJlioq1YMsBZ1Ayfh94TGxBYW644YaknC83nqCLbAHZk+QGhXGhlFatWuFiKgzITi6QnVwgO9lka/akZMGeCcOHD6dFixYFYwM4fpfXr7rqKnIzjzzyiPrLygG7UumxDF9++WVQ6bniiitUcqKMKA3xRlxLxF0/QxDLBZR9CrlICp7AyAKykwtkJxfITjZuUxrcCD9IXLt2bcgDcH5Cz14JvXr1UulWJ0+erGJ0OcMQp1zleYSeTcnt5OTkKJckXjgpUapIatlcTnPJ5cxZAEAuqUq3ioBoAAAAIAtwmR6zfPnyEH9+VhIYVhTmzp2rCqtt375dxely7C7XN1iwYEFEcHS2k1Sl4b777qObb7456EMFAAAAAABAJhkzZkxUiwy7IrndHclTSoPXQGiRTNglCdWgZQLZyQWykwtkJxvXueFmafakbEB2yea0ZE8CyXZRSscFlNOYue5CCqIC2ckFspMLZCcb3OtAuoDSYAOyJ8mETZBcMAXBYfKA7OQC2ckFspONW7MnpXIBHlAa+Ivrti9vInhnJNllbeDvYE1Njae+i9kCZCcXyE4ukJ1scK8DIpWGGTNmqNy2AAAAAAAgC9HSsICMAPckkFYaNU0tFZuQlhcAAAAAwJPZky666CIVcHP77ber3LW87gTe57HHHiNpIIxWJvx9Q2E3mUB2coHs5ALZycZtgdDSKkID5/i0GJzh/H6/+nJ+/fXXNGDAALXu6CQ+n6jaDVykjrPv7PymL5W2lmeMadQCaS3uFiDn52Mrg5HS7htiOhcAAAAAIucsnACktLQ04/0YcO3tlFNQmLLzNNbV0jd335Dx8WYjMVkauOw206NHj5B1r4LsSTJhPbisrIzatWvnuicwwB7ITi6QnVwgO9m4LhAadRo8S0xKQ+/evW3XvYbLfoaehGMbkm1t4AtofX29+gulQRaQnVwgO7lAdrJxndIAPAsqQgMAAAAAgOQAS4NnSYrSwPEKP/74I23atIn27t1rus0xxxyTjFMBwYTHM6TS2gAAAAAAAFyiNHBNBs6k9MADD9CuXbtst5UUCK0Db3iZsEsSB0fBNUkekJ1cIDu5QHaycdu9DtmTvEtCSsO0adPorrvuos6dO9OFF15I3bp1o9xc73g8+VReL3f9GFNNrJmT3HoBLS4uznQ3QBxAdnKB7OQC2cnGbUoD8C4JzfCfeOIJ2n///enjjz+mVq1akdcIaPghpotkuiixBYwtX+3bt3ecFhi4A8hOLpCdXCA7+fJzFYhp8CwJzaiqqqro5JNP9qTCIJVEazRkkmRWiW5oaEjasUB6gezkAtnJBbIDAKTU0nDwwQer4GcAAAAAAABgafAuCVka/vjHP9K8efPok08+SV6PQFaTTGsDAAAAAABwgaWBXZPmzp1LEyZMoFNOOYWGDBliWdL7/PPPJ2n4lLqMuAaJQWGoBi0TyE4ukJ1cIDvZuC0QGtmTvEtCSkNdXR3997//pR07dtBjjz1m+uXVq/KKVBrc9Tt0JQEKuC57E3/fCgoKktIfkF4gO7lAdnKB7GTjNqUBeJeElIapU6fSU089pWIbzjzzTM+lXEX2pMxQvqknte2+MaFMEtu3b6dOnTohe5IwIDu5QHZygexkg+xJIF0kNMN/4YUXaPjw4bR06VJPKQsgfdWgUwVbuIBMIDu5QHZygewAACkNhK6traWxY8dCYQApsTYAAAAAQBZ6TEMqFyBQaWArw9q1a5PXG5DVeKEaNQAAAACAF0lIabj99ttpwYIF9Oqrr5IXacqeBKRZGzgorEOHDggOEwhkJxfITi6QnWxcFwitpWEBGSGhQIS33nqLxowZQ6eeeiode+yxlilX+Qv95z//maThtt9hNhJPUDR/33Jyctx3IQVRgezkAtnJBbKTDe51QITSMGPGjODrRYsWqcUMqUoDsifJzSSxbds26ty5M7InCQOykwtkJxfITjbIngREKA3vvPNO8noCsjqmwO7ciaZgBQAAAAAAGVQaRo8eneDpAQAAAACAV2DH4FQ6B8PxWGggNADpAilYAQAAAAAEKw0NDQ1033330ciRI1UQtLHI28qVK+mKK66gb775hiTiRzJgWwIUIDfi9/sRzyAUyE4ukJ1cIDv58nMVyJ7kWRL6ptXU1Kjibtdeey2tX79eKQ3GqpJ9+/alxx9/nP75z3+SRFBU2D3VoBtJo52b9nG0LX8HGxsbUeFUIJCdXCA7uUB2skE1byCmTsMHH3xAM2fOpC1bttAll1wS8n6bNm1U3MMbb7xBEtHgOSfSTYkvoDt37sSFVCCQnVwgO7lAdrJxm9KAitDeJSGl4bnnnlOWhuuuu06lVTXLFbzvvvvShg0bEjkNACEWB8Q3AAAAAAAIUhpYGRgxYoTtNq1bt6bdu3cnchoAIhQHAAAAALgQxDR4loSUBlYIuIiWHd999x116tQpkdMAhzRq7gxMTkV9iGjxDaiQKRfITi6QnVwgOwBASpWGww8/nP773/9SeXm56fsbN26k1157jY455hiSCLInJZ45KRlB0PFkkujSpYv7MkqAqEB2coHs5ALZycaV97pUWhtAxkjom/b73/+eysrK6LjjjlMB0Zx+ldmzZw8tWrSIxo8fr9qmTp1KEnFZbFHWYuWOZGVt4KCwuro61wWHgehAdnKB7OQC2ckG9zogoiI0WxAefPBBuvrqq0OsCey2xOTk5NBDDz1Ew4cPJ4kge5LcCygrs507d4bJXRiQnVwgO7lAdrJxa/akVB4fCFQamF//+tc0ZswYmj17Nv3vf/+jXbt2qXoNhx12mCrsNnDgwOT0FAALa0OH7j/iswEAAAAAcLPSwBx44IH0wAMPJONQAMQMFAcAAADAJaQ69gCWBtlKgxGOYfjiiy/U60GDBlFeXl6yTwFcksHIzf3OzU36VxukCchOLpCdXCA7AEDSA6HXrVtHc+bMoW+++SbivVdffZV69Oihajfw0q1bN3r++edJKsieJIftm3qEZJLo2LGjOzNKAFsgO7lAdnKB7GTjtnsdKkJ7l5i/af/4xz9oypQpVFBQENK+du1a+uUvf0nbt2+nXr16KZclDkY999xz6dNPP427gzNnzqRDDz1UBVdzYOtpp51Ga9asibrfCy+8QAcccAAVFhbS4MGDVerXWNG0yArXQEZQGGfwcltwGIgOZCcXyE4ukJ1scK/LPBs3blTxvQcddBAdfPDBag5q5PTTT6d27drRmWeeGWzjcgX8gH3o0KHKM4fn155TGt5//301wN69e4e0c0xDbW0tXXnllcoa8eWXX9K///1vamxsVBmW4uXdd99Vx/zoo4/orbfeor1799IJJ5xA1dXVlvt8+OGHdPbZZ9PFF1+sFBZWNHjhPsUCppyy3KJ0awNfQCsqKnAhFQhkJxfITi6QnWxcpzRkYUXo3Nxcuv/+++mrr76iN998k373u9+FzFM5y+g///nPkH34YfiSJUto5cqVKpHQ7bffTjt37iTPuSeNHDkyon3BggWUn5+vBq3DE/Wjjz6a3nvvvbg7yMe94IILVBamIUOG0Ny5c2nDhg20YsUKy31YgTnxxBNVHQm2eNxyyy00bNiwhJQX4K4aDfFWigYAAAAASCbdunVTD9SZrl27Khdpziaqw1YIvRyBDpclKC4uVq/12lKuUwATVRrY/Yg/DCP8wXz33XcqzWr4h3LIIYfQTz/9RMli9+7d6m/79u0tt1m6dCmNGzcupI0LzXG7GSwsfjJtXJiA5g8uuqsS/42l3djW1E4xtTcdO9b22PqYqjE1BJresOu7Zlj0ds203RfW7lNWivD2xua+8A8vEAgEF/2HaNVubIun3ezYsbZH6yPGBDnhu4ffU6quEcYJC6578q7lbsKNMQ38RH/ixInUvXt3Vb9p3rx5EdvMmjWL+vTpo9zaeT67bNmyuMa/YsUK5WXTs2fPqNuyixI/EN9nn33Ug+7w+bXbiDnFDGdDCjef6E/92TcrnJKSEkoW/MNgk8+RRx6p/L+s2LJlC3Xp0iWkjde53Spu4qabbopo37m7P+0NNH1ERfllVFqymSr3dKWa+nbBbUoKt1Orou1UXtWT6htaBdtLizdRUUE5lVX2pYbGlviPtq3WU0FeNe3YPSA4IWY6lH5Hfv9e2l5+QEgfOrVdTYFAHu2s2C/Y5vMFqHPb1VTfUELlVS1uYj5/jTpObX0bqtzTEhicn1elzltd25H21HYOthcWlKl+VtZ0oz11bUPGVFK0jXZX96L6vS1jal38kxrTrso+1NhYGGxv0+oHdY5du/cnTctp+Qxaf6PGtGv3QSFjat/mKzWm8sr+QfckVgE6tP2K9ja0oorqPoYx1VLb0m+prr4tVde0jCkvt4patVpHtbWdqKauRdYF+btox+ZetLfxQ6Xg8sVBjamkRCm0HGdTX1/f0sfSUqXps+KrVzRn2PeQ43b4GEbNv0OHDurpwLZt20LGxPE2fJEw/jb43Py94/PxeY1mTL4w1NTUBBVUJaf8fKUMV1VVhZg1i4qKqE2bNmpb3icoJ4+OiffhCym7InplTF6UU/iY9Eknn5v74oUxeVFOZmPi/vMxeUzcdy+MyYtyshqT8dzZRPi4+TMJj7fVYTnw5Pyiiy6iM844I+L95557jqZOnapqjrHCwK5G/LCZY2j5O8EMHTo0RA467I7EygjDsjr//PMdxye0bduWPvvsM9q6davqF8c8hM9f3YRPi9EWwtWd+YdgDEZm7ejee+9VmZJ+/vOfh2x/4YUXKvckDpRORiG5119/XcVVsFZmBf9gn3jiCRXXoMOVqVkxYMGYWRp4MX4RWUPcvmZfKm3dNAn2cX1oX/OTbWoJkI7Wrj9Zb2kPEM9jnbb7ffxUgV34orc3aoHm9tj6yO2NIX2x374h7Btj1feA1hh1TJrB/YiVoaZvo2FM6pxNY+IztaCRZtGu971jtw2GY/vUEm7+09vDn9TE2s7ZK8xMi7G0R+tjrO0YE+SE7x5+T7hGeP9aznMWViTYE4MVjUzB/WCl6OALb6ec/JYHi8mmsb6WPn/8hoj26dOn04wZM6Luz5/dyy+/rFzodVhR4KQ7uhs7f7Y8D/zNb35D119/vaN+1dXV0fHHH6+SBZ133nkR7y9evFgd/8UXXzTdnwsiH3vssSHB0uItDawU/OlPf6LLL79cDZBTr/7973+nVq1aqTiCcD744APq169fwh296qqrVEpXNjHZKQy6P1m4csDr3G6GlXbqa57ghrT5eBodqWdZtYfvH087T7x5Yh6tXWt+HWsfud2fgjFpDsYUHgjdZBgItCgMhr6ERz9pVu2aj6prO1Gn5gtr6PEj2+xS1sXSbnXsTLVLHBPfMCsrK9X1xKw/EscUrd0rY9KfVlvJTuKY4u27tDEZZeeVMSXSLm1MZvtkS8Yio5JkZWWIBlt32GNm2rRpIZ8tu7lbubWHw78hjr/lSb+ZwmAGz0vZksRWJlb4eH7LD8c9FdPA7kGcwpQVBY5XmDRpkrrJ81P8cFek5cuXKwsDa17xwoJghYG1wrfffpv69u0bdZ9Ro0bRokWLQto48xK3x3TumHsL3ADHNdTWdqYtP0X3JwTugn/vbEZ2ezAYiASykwtkJ5tszZ7ECoNxiVdp2LFjh3JJi8Wt3ewBObs4cawEuzHxohc6ZlgB+cUvfqHS//ODb1ZG1q9fr5IFsdsU/2WrBs+v3UzMlgbWivjDue+++1QaVPYL5A+CA0zC+eSTT+jUU0+lU045Je4OcrrVp59+ml555RWljekCZBMY+wcy7D/GReU4NkFPbTV69Gi655576OSTT6Znn31WKTCs6IDsYstP3alrj02Z7gYAAAAAPMpRRx1lG5C+cOFC03ZOtyqJmJUGhk2Yf/7zn6Nud+mll6olER5++OFguiojjz/+uDIFMZyC1Wi+O+KII5SiwW5UN9xwA/Xv319pf3bB0wAAAAAAIDHizXAUy/GTCQezc1B8LG7t2UpcSoPbzG4cXBIOWz94SYTs9BKUUdjNfl+N8vM5P3LTNrA2yIF9c9mCmK0+upKB7OQC2ckG18vE4OQ5nOSH3dr14Gi2GvA6u8cDQUpDJmkKssXkRaLcSopDa4NAcZBz82PXQyAPyE4ukJ1sXKc0pLpqcxzH5kB/YxZPLlTMrkGcGrdXr14q3erkyZNV6QAuYMwpVzm+jjOAghagNNigFzOTAKdbzcQTfysaMxiYxXLbU9Odios2NSt+TUBxcD96znEOanPdjRDYAtnJBbKTjesCoV0Ix7WOHTs2uM5KAsOKwty5c1VSH657ceONN6rYWQ5kXrBggatrJmQCKA024GcojyZlxU/19e2puGhziBTdVTMTWN38uOgRJz2A0iALyE4ukJ1s3KY0+LjIYwr7FM+xOS422ufErkhwR0pyylUA0gHXaEgFm35qqtoIAAAAAACcA0sDyApgZQAAAACyM6YBJAdYGmyAR3UkXMPZ/WhUWLjN8soCa4N7YZckLhIJ1yR5QHZygexkg+slSBdQGmwwBtEC9xAtcJvlVlS41VZ+UBzce/NDPINMIDu5QHaycZvSoNdpSOUCMgOUBo9kTwKhcqus6gv5CYQD1Xbt2uW6wD4QHchOLpCdbHC9BOkCMQ02ZMO0JRXpVjN/Xh81NLRqdjCLbm3o3mNTCvsCYr351dfXq79ue3oG7IHs5ALZycZ1SgNiGjwLLA3AM8RTGyJVWZoAAAAAALwElAYgingsFIEoCsPGn7ol2CsAAAAAMIhp8C5QGmzwZUE16FSQaDXoxJ/+a1Rc9GNMDmZQHNwBuyShGrRMIDu5QHaygSsnSBeIabChKfuOFNVBDqmOo2C5FRSUpfQcIHU3v+LiYny8AoHs5ALZycZ1SgNiGjwLLA02BJA9SSSa5qeKiv7qbyzA2pB5AoEA7dixQ/0FsoDs5ALZyQbXS5AuoDQAT9IYKIxrPygOmaehoSHTXQBxAtnJBbIDyQIxDd4FSgPwWDXoxOImGjWiH35EYDQAAAAAgBEoDcATWAVfx6vmQHEAAAAAEohpSOUCMgKUBht8+GYKDaAOUKuSdTGrDGxlMALFITMBfe3atXNfYB+ICmQnF8hONrhegnSB7Ek2YN4iV255eVXqNR5IyLv5FRQUZLobIA4gO7lAdrJxo9Kgkk8CzwFLgw3InpR+klGhmbMmle8eGHP2JDNgbUh/FpCtW7ciG4hAIDu5QHayQfYkkC6gNIC0FnZLdY0GHTuFIRbFhB2cvkdgdFrREiwOCDIHZCcXyA4k8cuU+gVkBCgNWUy6JvBeAIoDAAAAALIZKA1APMnOnGQFFAcAAADAHtRp8C5QGmxA9iSpBKi09TcxqQ3hmZOsgOKQ+oC+Dh06uDKwD9gD2ckFspMNrpcgXSB7kg2Yt8h0pWK5+f17SUtw3umdUnaybn45OTm4CQoEspMLZCcb1ykNqa6lAM/qjAFLgw3InpTcIOh0kczsSeE0ko++/bF70o8LWrKAbNu2DdlABALZyQWykw2yJ4F0AaUBOCKQhufu8aRbzZSiAsUBAAAAiMQXSP0CMgOUBpBVJKMOhA4UBwAAAABkC1AaAEgAKA4AAACASUxDKheQEaA02H04qIMusi6Ezxeg0jar1N9kZk4yI6ARrdmIGIdk4ff7qXPnzuovkAVkJxfITja4XoJ0gTuzDS6J67WlUfOGc18y3YZYboFAXkLyC1gEQVsBi0PyqtI2NjaiOq1AIDu5QHaycVs1b9Rp8C5QGmzQbCaJwM0WCj9VVg5I69ebLQ4gOTe/nTt3uu4mCKID2ckFspMNrpcgXaBOA3BF5qRkEkiDNcMM3U1p/56bUnoeAAAAwLXwQ59UPvjBQ6WMAUsDEEum60KYWRfYhemrjT0y0R0AAAAAgJQBS0OWkuyg5ExP4CNIQxB0xLHgzubN6qbAMZCdXCA7kLTvkta0pArkqMkcsDTYfTj4ZoqEsya1DcueFItrUqxB0GbA2hB/FpAuXbogG4hAIDu5QHayQfYkkC6gNNjgtofnwLnc9u5tlVL5OQl8huIQX0BfXV0dAvsEAtnJBbKTjesCoVGnwbNAabAB2ZPS4w6V/ABlP1VX94369TZzTUqGlcG43xcb91ELcH7zKysrc99NEEQFspMLZCcbXC9BuoDSADwVe+HWPE9QHAAAAGQDqNPgXaA0AJG4LfDaiTUCigMAAAAApILsScCT+P215DYCGrICOSE3F5clqUB2coHsQNJAnQbPgrtz1OxJmOhJSwvLWZNKS79NWcyEkyBoK8vDZxt6qr9Dem1Map+8lAWkY8eOme4GiAPITi6QnWyQPQmkC7gn2aDhybC4atC63Orq2tnKz2l9hmTVXgi3MujKA4gM6NuzZw8C+wQC2ckFspON2wKhEdPgXaA02OCun6F7cVt8AVuHamo4Y1FsE/541aN4FAve55MNveI8o7dvfhUVFa67CYLoQHZygexkg+slSBdwTwKeQZ5NBAAAAPAYep2GVB4fZARYGoDHajTIAtYGAAAAAEgASoMNCIGW6g6lUW5uVUoeRyQSBG2nOHy8oU/8nfIQPp+P8vPz1V8gC8hOLpCdbNx2vczGmIaNGzfSmDFj6KCDDqKDDz6YXnjhhYhtOF6vd+/edO211wbb7r77bho4cCANGjSI/vWvf5HbgXuSDT6PZk+KNyuRJLm1arUuYUtGqoKgI8/TpLuz4nBorx8o229+7du3z3Q3QBxAdnKB7GTjNqUhW1MW33///TR06FDasmULDR8+nE466SQqKSkJbnPbbbfR4YcfHlz/4osv6Omnn6YVK1aouJSxY8fSz372M2rbti25FVgabED2JJmKDcutpraLpfzMMielOwjaimy3OPCFs7KyEoF9AoHs5ALZycZ1gdBskk/14jK6deumFAama9euKnX4rl27gu9/++23tHr1apowYUKw7euvv6ZRo0ZRYWEhFRUV0ZAhQ2jBggXkZqA02OC+r2UojVog66wazjI1+aiutrMrrETxFHT73/q+lM03v+rqavfdBEFUIDu5QHaywfUyOkuWLKGJEydS9+7dlWVm3rx5EdvMmjWL+vTpoybxhx12GC1btiwueaxYsYIaGxupZ8+W1OrskjRz5syQ7dglafHixVReXk5lZWXq9U8//URuBkoD8ARuUZ+iWR7C39ddk8KVjGxWHAAAAHgge1IqFyKVntu41NXVWXaJH0bxk3xWDMx47rnnaOrUqTR9+nT65JNP1Lbjx4+nbdu2BbcZOnSomuiHL5s2bQpuw9aF888/n/7+978H21555RUaMGCAWoxw/MNvf/tbOvbYY+mMM85Qrks5OTnkZhDTAIBD0m0RZcXhsN5NsRkAAAAAaMH4JJ/hCf+MGTNMPyJ2CzK6BoVz77330pQpU+jCCy9U67Nnz6b58+fTnDlz6Prrr1dtK1eutP34WWk57bTT1PZHHHFEsP2jjz6iZ599VgVHV1VV0d69e6m0tJRuvPFGuuyyy9TCXHLJJdS/f39XixhKgw2Zd25xfzXoRAq7pS7dqkb5+exLmN4g6GQFThv5cP2+dETv7ylbYLMx+3YisE8ekJ1cIDvZuO16yb1JZYYjnyFjEU++dQoKCuI6Xn19vXIpmjZtWrDN7/fTuHHjaOnSpY5dxC644AJlNTjvvPNC3mO3JN01ae7cufTll18qhYFhS0bnzp1pzZo1yh2KlRU3A6UhC7MnZYPciot/MlVK0hkEHU88g9nxWXFgskF54JtfmzZtMt0NEAeQnVwgO9m4TWlIF6wwGJWGeNmxY4eKQejSpUtIO69z8LITPvjgA+XixOlW9XiJJ598kgYPHmy736mnnkq7d+9WWZYef/xxlYXJzbi7dxkG2ZNkorIn1XSn/KKfmhU/d+A0nsGK937oR0f3WUtehp/WsG8q3wiy9UYoFchOLpCdbFwXCM39SWWf3DZeIjrqqKMoEIj+CJKtEUacWjLcAgKhbXDf1zI7sMq45NwVykf19Zzr35eyeIZUuCLZHb9R8wcVB6/f/Gpqatx3EwRRgezkAtnJBtfLxOD0qByAvHXr1pB2Xuf0qaAFKA1APG7JnJQuvK44AAAAkIu0itD5+fmqGNuiRYuCbWw14HWuowBagHsSSBlSK0+7JQjaigD56d0fBtDoPt+k7ZwAAACAVDhr0dq1Le6969atU9mQ2rdvT7169VLpVidPnkwjRoygkSNHqurOnKZVz6YEmoDSYAM8qqWiUV4hmxm1pFgp4km1Gh6fkEg8g+6aFA4rDoyXlAeOY+CAMMQzyAOykwtkJxvXXS8NtRRSdvwYWb58OY0dOza4zkoCw4oCZzSaNGkSbd++XWU12rJli6rJwNWZw4Ojsx0oDVmWPcktT/+TlW41YCG3QqU0hJ3THUNPqtWCt337h/3p2D5ryCs3v9atW2e6GyAOIDu5QHaycZ3S4ELGjBkTNfbjqquuUguwBjENNiB7kly5VVf1jUt+TibsyXZFSjQ1K8OKgxfgizpX1ERgnzwgO7lAdrJx2/XSp2kpX0BmgNJgA76WqSvslrrMSTypJ9rb0CrESpTM+gyZjmewOu9b6w5Ui/SbHxfacdtNEEQHspMLZCcbXC9BuoDSAOKuBp0NpCOewQ5jPINRYbBDuuIAAABAMIE0LCAjQGkAYuMZvEi8VotQ5cJHb6w7KIm9AgAAAEC2A6XBBoQWSUWj4qIfRTiYJSOewQqJigMH9KEatEwgO7lAdrJxWyA0Yhq8C5SGqNmTvEM6Myel41wBG7nlF5TFLL9UBEEn4pqUjH68tm4QSbv5FRcXu+4mCKID2ckFspMNrpcgXUBpyNBT4ERp1AKeC4JOFprmp8qKAeqvFakKgk7md8aqPkOsSFIcuArnjh071F8gC8hOLpCdbFx3vdTSsICMAKUBeCoIWo+XaAwUtLRp6QuCTpX1wC4IOjyewUpx+O/3B5MEGhoaMt0FECeQnVwgOwBANFDcDbiGZKRbdTPJqAId7/n04+mKw8R9P0/4+AAAAEAEfM9O5X3bI3MCicDSAECS4hmipVpNFsbjxqNcsNXile+HJrlXAAAAAPAysDTY4FNPvt0b1yCR9KRbDVBJybqUJ3NOV1E3p/UZrFyTrNAVh1P3XUluCuhr164dAvsEAtnJBbKTjdsCoTkHSSrzyHgsR40oYGmwwWW/Q2AgEEVueXlVlvJzY8RGshUQM9ekiG00n1pe+u4QctPNr6CgwHU3QRAdyE4ukJ1scL0E6QJKg9DsSW4mnnSryUjRqlsxOGvS7t0D1d9UBUHHnno1OfEMyXBNMuOF74aTW7KAbN261X3ZQEBUIDu5QHaycd31Uo9pSOUCMgKUBuBq4g2Ctku3Glc/UhjPkAwrg9E1Kd5aEKw4uEF50HBDEAtkJxfIDgAQDSgNIGa8ks0o3bEJ8WC0DMTTTzvXpJbjGlK2an56bu2hMZ8HAAAAYHyB1C8gM7heaViyZAlNnDiRunfvrvz25s2bZ7v94sWL1Xbhy5YtW9LWZwDixanLUTJdk8xgxeHptYfFfA4AAAAAeBPXZ0+qrq6mIUOG0EUXXURnnHGG4/3WrFlDpaWlwfXOnTvHfG5kT3KnRSP6Q4YAtW79jemWgTjiGcKf8CczniGVAdCxKgxsZQg/jq44nNPvf5QOWMHv0KEDAvsEAtnJBbKTjesCoVGnwbO4XmmYMGGCWmKFlYS2bds62raurk4tOhUVFeqvRr7gRIoVCJ9PI01Tr4LbRms3TsSa2gMqq4/Tdr8v0PT7i5j0mbc3bR/ZF82iPbzvXA3ax/8SGJMWDGpuatfjC5oClfnYTX03Grp4n/B23ce2qZ370dSX5nDnYB+5XT+23u7zNYQ9jQ/d3tjOq8YYiKbTtvTd+BkotSNse1YCjH03KgLhY9IVBn1MofLTA7mb+tgy0dcooM5p+AzU+ZvG1DRO/bNpaW8IGH/e/mDfGwM5wdamvjZ9BhQSl+FrymunNVk1nvxmFJ3b74OmI/n9SjbhPtBm7bqlL5b2nJyciOA+ffvwgL9Y22PpezLHZNfupTHxsb02Ji/KyayPxomnV8YUT7vEMSEeBaQL1ysN8TJ06FClCAwaNIhmzJhBRx55pOW2M2fOpJtuuimifVv5/lTX2PQRFeWXUWnJZqrc05Vq6tsFtykp3E6tirZTeVVPqm9oFWwvLd5ERQXlVFbZlxoaC4LtbVutp4K8atqxe0DIxLND6Xfk9++l7eUHhPShU9vVFAjk0c6K/YJtPOHs0OYr2ttQQuVVfYLtOTm16ji19W2ock+PYHt+XhWVtvqB9tR2ouraTsH2ooIyal28iapqulFNXbvg5L24cBuVFG2jiureVL+3ZUyti3+iwoIy2l25LzUGClvGWvKDOkfZ7gPUpFXPhNS29beU499LO3cfpNb19vZtvqLGQB7truzffM6maX+7tl9RQ0Mrqqzu27S9plGOv5ZKS7+l+vq2tKdmn+D2ublV1KrVOqqt60x1tZ2DmZPy83dRUdFm2r79aMrLKws6PxYUbqPCwq1UU91HnUOnsPhHyskvpz1V+1GgsTBoaSgqWUe5eVVUXXEgNWotk+zi1t+Q5m+gPc1jauqPj4pKvyItkEe1Vf0NQckBym+zmgINJbR3T58WBcNfRwWt11Jgbxuqbx4T48+tIn/xRgrUdaTGuk5BZcWfX05UtIUCtV1Jq28btAT487eTVriTtD37kNZY0twXP/kKNxPl7yaq7kUU0L97PqLiH4ly9xBV7UsUVIb9pJX8QOTfS/6qfoZvno8aW31HjY35lLunl2p5ZuVkGtfjburSpQvV19dTWVlZcOvc3Fzq2LEj1dTUBJXuJnnkU/v27amqqkpZDYPfvaIiatOmjdqW9wl+vsXFtGfPHsrLy6O9e/e2fMdKS9V7u3btooaGhmA713TgFK3bt28PuXGytYKVj23btkU8TGhsbKSdO3e2jNTnS+mYSkpKqHXr1urYfA6vjoknMCyznj17emZMXpST2ZhYdrt376Y+ffqoY3lhTF6Uk9WYWHaugj/mVIY+eiusUhQ+TZCKyj/cl19+mU477TRbtySOaxgxYoRSGh599FF68skn6X//+x8NGzbMsaWBb3xbV/ejtqU+V1oaNGpIoaXBfkx7+bF33JYGk6fvFu2NJpaGluctZpaGpnZeLy8fRK1Kv1L7GrdvCgA2ugdR83F0SwBF9D3UhShAAfVEyJmloclCYG1pCK2n0GLhCVCLohJuaWixoLBcDe0Gy4TR0tDyHQm1NLT0U2uyajT3LXgc/ryUrPXvRkv7+f0+SMkTN37NN8JOnTqFPPnM5qeIUsbE/WLZ8eQqHKljiqfvEseky44nzDyR9sKY4m2XOKby8nKlBLHyYHTLTjc8d2KlaMyhf6Tc3JYHi8mmoaGWFn98W8bHm414ztKw//77q0XniCOOoO+++47uu+8+pTyYwRo7L+HwBNwf5iuoXF9M1Fyrdj6GGbG0cxeM02WG6w+YtVv1RXPc90BCY2IFINy7Up+4G4/V9LHG0t706CLy2Hq7ceLZNPnm87YoDaHbB9ebj9jSx1AClp9ZwOQYTX3X15s/lbAxhSoURvnxU3+9j5Fy9Zl+BppFOysWeh+NvVdKU7Dv/rAviFHxCp7WsK4Fj/34t0er1xcNeN/0Zhb5eTlr12+C3MY343DM2mJtT7SPyW730pj0114aUzx9lzgm4zZeGVO87dLGZPV+pvBpmlpSeXyQGdz1TUsRI0eOpLVr12a6GyDDhE/D40phGrZPLPUZ4i0WmM6UsOGWj2iB1I9+06Q8AAAAAMDbeM7SYMbKlSupW7duMe/nV09eXZaVIEtqNMRynhbXpCb4CXur0lURVoZ0E0uRNWPQtl2mo9DtfHGnYw2vzRBfP31BxYHbL9v/XUoUfmLGLhJue3IGogPZyQWyk43rrpfInuRZXK80cCCR0Uqwbt06pQRwkFGvXr1o2rRp9NNPP9E///lP9f79999Pffv2pYEDB1Jtba2KaXj77bfpzTffjPncbrWANWrurGyixyZkGpYbB4/7/XXNrkHxpVqVVCTOSapVo+UgqeduViQeWTNa9eOK/d+J+1jsz8tBiFZmeuBeIDu5QHayERSaCoTjMvU0kuXLl9MhhxyiFmbq1Knq9Y033qjWN2/eTBs2bAhuz5kH/u///o8GDx5Mo0ePps8++4wWLlxIxx13XMznjvSgB/ESbg1ILX6qqhzg6q93Mqs7Z8o1yYqH1oxN6ObHWUtwE5QHZCcXyE42rrteas1P6lK1uGy42YTrLQ1jxoyx/UHMnTs3ZP26665TC5BBLNYJp/YVDhJPBtGKusUSo2C3rZ0yYKVcxOqaZFQCYnGbCrVU2LtGGY/74Opj6aoD3nZ8HgAAAAC4G9crDQCkwoKRaleiWCbmRmJ9qp/MKtBOMSoMZkqKriCx4sB9u/qAhTGfAwAAgEyQPcm7uNd/A6QdTpjqFVIdBB1L1iS3YlQYrFyTElFc9LYHVo+j+74+wfGxEMsgF8hOLpAdACAaUBrsPpxg3nogKUMTKwylbVqyJ6UjCDoWjAqGU9ckS7cjBz/hWFyTrGIZkhFP4URx4CwgXBzMddlAQFQgO7lAdrJx3fVSlQ7SUrhkeoDZi8u+ae7CbbFF0rMapVNuDXtbJSS/aPEMsRBvfQbL4zmIZ4jHzSnWc+vnC03fGlZV2mDR4M/w7q/Hq8UKjl/i6uyuC+wDUYHs5ALZyQbXS5AuoDTYgOxJ7iG2IGg/VVf3zdjX2+5pvm3xN+OT/RS7O1m5JqWLO7+aoBazm19ZWRluggKB7OQC2cnGdUpDSq0MzQvICFAahJHJGg12bkN21gyrYOVELSDpCoLORBXokOPH6JpkVZshma5JdgHQoW1m27VYHmZ+dZJaAAAAAOBukD0JZD3pjGcwEk+cQCJVoOMhljSr9m0+WyXitlU/U6+nHfifhPsMAAAgg/CzzVQay72Ts0UcsDQAT5KTUxf3tSVVrkGJuiZZKQzOzh0ZYxDe7vhYCVgZoh331lWn01Mbmwo3Annk5uI5lFQgOwBANHCFj5o9SV4qTTcRqwtRopmTGM6a1Kr1N+p1uo0IZkHBbnBNSrQCdGIKi8+55cGnUWXRVrr5q9PV6oxBr8R9XpD+DC4dO3bExy4QyE42bsuehDoN3sVd3zSXoSU56w1ILXolaJZbfX07U/lFsyLEWgU6XqtEMjMdJdM1KZZYBl3pMH4mLW3WsQxm6MflY+XtLaHGgF+1/fmL09UCZARj7tmzx31BmSAqkJ1s8JsD6QJKgw3ZdOtzc2G3QMwWDB/V7NnHkZUomfEMychCFHOQtgOFwco1KVOEWxlCx+Cjovr2IbJjReKPn5+R9n6C2CcuFRUVmMAIBLKTjeuUBmRP8ixwTwIZIdtqR8RjkbAKQk6la1K0cycaAB3r52Cs+3D952cG2+4c8kJMxwEAAABAYmT+sSMQj1sVgFTbTuJNtZrqImzRFAYrosUyxFPMLbbz6wpG9M/12s8mxXRsAAAAaQKWBs8CS4MNiGhIboBy+tAoN7cqqoNZuGtSrPEMqXRNcuR2JMQ1ybZWg8l7DXrmqzCFJPzzZ8VBV5DuG/psCnoOYsHn81F+fr76C2QB2ckGvzmQLqA02ODzQPakTFoBYi3qlohiogdB63IrabUuwtKQzFSqsRwrVmUgnFhdk0zft0izGs01Kd40q3YZk0z71/web1NduN3e2tDcf73vvO3Vn56tXj9wyDOW+4HUT1zat+d4FCANyE42rlMaUl21WdRDTG8B9yQbkD1JYhB0k9xqa7tkpfySUQE6GbEMdoRbGULOoxEV1JcGjURWVoaWYxkDpv30m0/OpSs++VVM/QHJC8asrKx0X1AmiApkJxv85kC6gNJgA259El2TGFYaOodYiVJVsM2M0BSkzgq6xVqbIR0VoJPqhmRTETr03D4q2NvG0sIXbmWwOg8rDpevOC/usYD4Ji7V1dWYwAgEspON65SGQBoWkBGgNABRikmsxeIkxjOEnNdJ2tg4XZOc7m/nmuQkY5LTY0YeJ9TKEEvQuL7PpcsnqwUAAABIFRs3bqQxY8bQQQcdRAcffDC98EJohr/77ruPBg4cqN7/7W9/G1T0+vTpo7YfOnQojR071vUCQkwDcC1ee5iQKutAKjIsOXVNCm4f59jiqTRtjGVwyiXLL6BHR8yN+VwAAABiIxsrQufm5tL999+vJv9btmyh4cOH00knnUQlJSW0fft2evDBB2nVqlWUl5dHxxxzDH300Uc0atQote+HH35IrVq1IglAabAhWzzi3VzYLdYgaD3QOi9/V9IczJJVBTrkmEZXIwfHi7U2QzzWj0QCoG2PG4PlgY9dl1Pd3H9n8ot0gQo9n66YXPjxherv44c+HlP/gfNgzKKiIvcFZYKoQHaywW8u83Tr1k0tTNeuXaljx460a9cupTQwDQ0NVFtbq17v3buXOndmF2p5uOfRp2uzJ4FkZmdKRzYnlltR8U8ZkZ/TeAYrohVVC98mljSr8bgmOT1PXAqCnjHJuK1Po5qCMvXXzjUpXDEIb7dj8rKL6bz/XaIWkNyJS5s2bTCBEQhkJxvXKQ0urNOwZMkSmjhxInXv3l19XvPmzYvYZtasWcpdqLCwkA477DBatmxZXMNfsWIFNTY2Us+ePdV6p06d6Nprr6VevXqp848bN472228/9R73ZfTo0XTooYfSU089RW4HlgYbsjH7TrJIVuxB1PNoFtmTarpTYdEmpTikMgjarNCZG12T4qkAbWyzy2JkqyCEV4S22VYdW/NRQX172pNfHlQcQvtpoUhFxKCEKybmSsa5/5ui/j512D8s+wWcwT66FRUVVFpa6r5JDLAFspON6wKh0wRfb4wUFBSoxQxO0jBkyBC66KKL6Iwzzoh4/7nnnqOpU6fS7NmzlcLArkbjx4+nNWvWBK0CQ4cOVRaDcN58802lDDBsXTj//PPpH/9ouaeUlZXRq6++Sj/88IOyxk6YMEEpMeym9P7771OPHj1o8+bNSpkYPHiwinFwK1AabHDbz7BRk+1GlD58tLe+PRUWbTaVYqxB0E7fy2QAdDxVoJ2mWXWKEyuDEwoaS2gPlUdYGcJjGZxaGSIzLUWun/3Rpep4z42anVDfs33iUlNTQ61bt4bSIAzITjauUxr4JptKS3/zTVx/kq8zffp0mjFjhukuPFHnxYp7772XpkyZQhde2OTGysrD/Pnzac6cOXT99dertpUrV9p2q66ujk477TS1/RFHHBFsX7hwIfXr1y9Yx+bkk09WMQ2sNLDCwLBrE8dAfPLJJ65WGuCeBFyZOSme+gypIFb//UynWk1FBWi72gwJF3ML62O0ugzxWBnC28P7YHxv0tLL6Rcf/trxuQEAAGQuY9Hu3buDy7Rp0+I6Tn19vXIp4if9On6/X60vXbrUseJ2wQUX0LHHHkvnnRea7puVGw525pgGdltavHgx7b///sr6wbVtmKqqKnr77bdVhiU3A0tDliM9CDqcREeT6noOCcUQhLgQ+RNyTQq1UlgHQJu5XyVazM18m8TqMoS3R7My6AqDmdWB+fmHVwRfv3zkLJvRAQAAyERFaHaF5CVRduzYoSbzXbp0CWnn9dWrVzs6xgcffKBcnNhKoMdLPPnkk8rd6PDDD1dWhEMOOUQpI8cddxydcsoptG7dOjr99NPVtnx+tnRwbIObgdJgg3Sv3GQEHcsr7MZoVFC4Tf11czxDIq5JocdPzhgTcU0KHsPG8hB+HmPGpBY02pPLT17Mv3dOKkMbzxHeL7s+hysUOqe+f5X6+8pRD1oeAzQF9HGmEMQzyAOykw1+c5nnqKOOokDA+rHlbbfdphYj++67L3322WckCSgNNjRl35GuOriHZGdOMguC1uVWULhVX4spnsH2fCEVpp09bXcaAO3ENcl8P/M+mU2SnSoXTou5OVIQwqwMdoqJOraPqCavwlEsg1Mrg5VSYKfotZyr5e/E936j/s4/5q+W+2X7xIXjGYA8IDvZuE9pSLGlIclzCU6PmpOTQ1u36vOGJnid06eCFhDTYAOyJ2U+fWq8cttT1Tdh+aUiniEdrkmxpFm1m8zH7YYUY12GEDQftartSAEtJ4bz2lsZ7PaxszJYuS5NWHK1Wsa/+zvHfcwG2KeXM4e4LigTRAWykw1+c4mRn5+virEtWrQo2MZWA17XC7CBJmBpsAG3vviIJWA5mUHQLfv5qKGBqyvyJM96v1iyJiVDubAq6OakNkOiREuzateWNAUhmpWh+bPMC7SkzItmZbAq5BbNymA6pihxDmbbHL/4GvX3rTH3UbbDExcOKOS/7nvyCeyA7GTjOqUhTTENscCBxmvXrg2uczwBZ0PijEZcP4HTrU6ePJlGjBhBI0eOVClXOVBZz6YEmoDSADwLTyx9glW/eF2TnO7v9NzhrkmJZmUKtzKE91Ozqn4d53mt3JLCFQrTfcL+Wr039u3/C77/zrH3xNVPAAAAqWH58uU0duzY4DorCQwrCnPnzqVJkybR9u3b6cYbb6QtW7aomgwLFiyICI7OdqA0AE+5JtkRHs8QC07jGawsCLGfz5+wa1LL/sYn5ZGZjKzSnzYdL8ag7CiWh1gyKIVbGSLP4czKYH6u6HEOTtyewrdhl7hjFv1evV5y3F2W5wcAAM+ibrapr9MQC2PGjIlqkbnqqqvUAqyB0mCDZAO7xEl9MoKgm9CosPjHmC5akUG1RiUhCVmFHNRmiNc1KRGLQiLnSMQ1yTp9q0bV+WVN8nXwcSSaYtV0Wzv3JBvLgxbWdtTC64JtHxz/F/I67JKEatAygexkA3dAkC6gNNiQ7dmTkpluNRElJrZ4hia55fPEMySoNfyYSUpTGodyEXfsRJQK0LEEQLe0WQdAm7vtRLeyOKnLEHnc5n19fqrL3aMCop3EMliNw9hPq/fs4hwiXJBMAqSNfdBMtgu2aT4a9eb1wfWPxs8kr05ciouLM90NEAeQnWxcpzRogaYllccHGQHZk1KQPUcKmS7slqoaEJrmp6rKAepvpoi1NkMyKkCb7x9bALTjVLLhCkIcdRlMlRPNR61rupDPrN9xFnIzW7d6z8k28bQZFYiRC26gQ1+/gbwGZxvhIkl2ucqBO4HsZIPfHEgXsDSAjGVOMiNZ042GxsL4+2BXqC0OPTvZrknxFHNzamUwPV9YAHQsdRni6WNOINfUytByjsStDGbvmyoOFm5VsVgZwvfVdeXhr/8xuN0nJ91KXqChoSHTXQBxAtkBL2dPAskBSgPwWDxDHMezTQUa3Qc+2nbJIJ4AaKc4LeZmdc6kWRnCJ+XKPbC5j1YuRlFSrIYf12mcQ8xxDeQs1kG/1/H2RsVi6Pw/N99nffT5xJsj+gMAAABkGigNQmiED5/zzyqBKtDJcEmzynZkdV7jE+pUuCYlo5hbsqs/R+zrMM2qfSCzuRXBzGLhxIIQub/PNFtSONwWrjDwulFhCD+v8cHZ4P9MD7636tQZluMFAABX4sLsSSA5QGmwoSnHv7fjGpIZ1GzlmpTMIGgzK0OkS1OAikrWJdHZybp2QdzHiqYQWCkeaYizcWJliNwn9urPLU/8W/bVSKPy/F3qb6wpVsOPa3dOu21jzZbE/TC3KlgrImbWB24L3+egeTNU29enNykSbg/GbNeunfuCMkFUIDvZ4DcH0gWUBhtw75Mrt9y8qrSdL9WuSdEVGPvaDLEEQDuubm1heYil+rNpn31Ee3PqQs5hh9PKz2ZWBqsUq1b9T2Q7Mxdco/UhPF2rvo/efsBLTS5LvPmaM24kt05cCgpaqnkDOUB2snGd0oCYBs+C7ElZnD3JbZmTkmUX4KxJlbsHJpw9KVFlIFocgp1rkml/onwfY02z6jRYOTLdqT9p1ovw/nHWpPY13UgL5JjuHz4GZ+eOrhA5yZ4UC06tDGb7WLXrv5gB/76FBrx4C7kxg8vWrVuRyUUgkJ1skD0JpAtYGkBa06Gmsj5D0z7NEy+HKU9DazkkN54hFZWiw0nEyhBLxiTzbaIrEVbntav+bEy3Gi3Nqt0x41US7DIqNVkHIgOpnWRLsopxCLcymLXrh1BtzSv9X7g1uO3aX/6J3EC0iqvAvUB2IHlfphRnOMJlJmNAaQCerkxtFy8ViyUhmfEMUc9lEc+QsvPF4JoUS/XncIXB1i3JgGYZpGyfMcn4XjyF3JLVZmYxCM+WFL6tMXg6/FghCoOx3aBc7Pfs7er1d2d5r/4DAAAAdwClIUsn6pks7Bava1KyU60mAysLQqy1GWJxTTKzAti5JpmdM3bLgy/uugxOAqD1dp/TVLhJSLEaq5Uh3poM0bIlRQuKDtnGEOdgtu++T98eYpFY96tpkR8eAACkEsQ0eBYoDTYge1L6irollwAVt/4moSiJEGUgwaf96QyUjjW7kl3aVieuSeFEszJYuSUZ18sKtlNDFCuD3bmD6zb1J2KttZBITYbwdmObnfVBvQ5TGIzHbmlvsTqE79/nyTuC+/1w/vWU6mDMDh06uC8oE0QFspMNfnMgXUBpsCFb73128QyZdjdyEs/AcvP796q/xqEkoz5DrK5JThQGq9oMZtaKaLUZ7Pa1szLYpVkNj12wypgUy+dlZmVQ+Pi9RtNMx8ko5BZte7s2q4l/+Gu7mgxm8Qot+4e6K4X80kIsEMZ2w3FCFInwc/iozz//0qyFEP1wwR8oFROXnJwcTGAEAtnJxnVKQ4DvzoEUHx9kAigNNiB7kkzLBWdNqto9kIpLV5HPF0jZ0/9kuSaZEa02Q6wB0Kks5hZv9Wdj8LN+PA6CblfbjXYUbmHVwXKs0V2PrFOsmvUlHitDqJJgva1dvEJ0d6WWwOfIdsO+IYpE+GuDpUItPurz+J3B/dZffB0lK4PLtm3bqHPnzuT3IzGfJCA72SB7EkgXUBpAynBqlUjHM4PYgp6T55oUC4lWgI43eNpJMbdoSkQyqj9H9MnX8v2xC34O2cdm3WobJ7EOaoLvQPlo2tZ5EbfQ/VraQ9ySQgKmo7hAGRUMM4XBZL/ej97V9FGzBeLS30f0CwAAYgIxDZ4FSgMQkcrVbUHQyYpTSLQ2g/2+0Yu5JWpliIhdcFj92czKYHbOkGBvy2Na7+PYgmAS62AWpxCt8rNVetXwNifpVfUVo8LQ0m44l2alMJgcUN8vuC+nuG15u88jd7fEQFx+rbEnAAAAshwoDUAkgQRSrUZu60so7iHW2gyxuCbZVYAOjYUInZSHHi/6mOyCnxMp7ubEUhN+vPCn8LFVd45UWtKZLcmsv2bxCmZEpFc1sQzobklGhSH8GC00H8OgINjFQ4Sv93no7hDFYt1V/2fabwAAMLngpe5DQT2YjAGlwQa/egTnsgCjLMicFM/xjBN0jmNo1Sa18Qzxut5YpVlNZsE3K8KtDHYxO7EUbnMay2BlZQg5p0+j7SqeocVnP3Qf675bxViEbpOcthC3JYu4hFiKu1mnUQ2zRoRP9A0KRmiWJZvvuEFB0N2S1LpRETHZpu/f7gmuf//bSAWC4xgQzyATyE42iCEC6QJKQxYqs/HWaHBT5iQ7GgMcGJZHfn+dyqAUr5JgWYzM0q8/8Yl/qgKgE1VKoikRTo8f6WIUNtEP+ChHy6FG/o6qTEq+qEqBbYBzCqwMdulVjUXcEk2valePwZkrUujkP7hfuMIQ0tHQVZ/F+r4P3Bs8/vfXTG0+vkaNjY0qk4vrsrkAWyA72biumrcy9aewT7G4EoCkAqXBhvDKtJmiUQu4PuYgXlJT1M1PeyoHKGtDtDOk2zXJ6THMirmFHt9ZMTcnOKnL4DQrUzQrQ/h2LX1onsgSZ0/qTNsLt5LWfNOximUIOb6NlSFZNRlMKz3bpFc1C1w2a7dKrxpLPYZYAp/VVuFuSiFuTGGxDs1/m5SM0ONz23733Kua/BrRgcXFNO/yS6E0CJx07ty5U1mKoPDJw3VKA/AsUBo8hlusAWb9SJZCEhCUejfeCtDm/XBmZbDtTwKuSdGCnyP763NkZWg5X2hFaDMrg1Xws9l7xmBmqz6Fb+c0W1J4GlW7bEnxpleNWo8hlsDncGVAS47CYDynvs0Bdz2gfqP6eb6ddk3oBw4A8DSaFlBLKo8PMgOUBiCeeNOp2k+c0+Oa5KS+gxNiLeZmZWUwG5/TNKtWqVujWRlC3zNaMLQQRcPa9Si2bEm8TbT0qnZt0ao+28crOE+vGnwd7l5kSXhcgoXCEDy4ibJhEjMRgpk7U7gCYVAY+O+A2+8LbvfNn6BAAACAVKA0AFcRLQjaadYkPQg6lUHPTlyT4jtupEUiJPVoWECxkz6FHst8cu8kY5JTq4KTQm6hxzdMlMNmoPauR3aB0SZtlNh2VkXcUpFeNVo9BsvA52iTf7P3bWIdglYGQ3tLALVBYVDWFE2th1pJWrbb/5b7gm28vno6lAi3ALckkDRUsRpkT/IiUBpsQPak9GdOihWzCbqePal5Le7jJEoyXZNiJdzKkGhdhmjH14lmZTA/v0GR8Gm0tXBb87FNrAUmSkaiNRmMryMn+nbbOkuvaqZIOEmvalZXwVHgs/E4VpmSjNsnTWEgWlNVE9Zu58pEdMD0+4LvfX0zFIhMZt/p0qVLxs4PEgPZk0C6gNJgA2KLJAZBN8mtsaEV5eRWhegM8bgmOQmADsl4FGXibZVmNVpthlgCoGOpyxCLEhEt+DnRQm76NvmBfKrx7W3KnpShmgxmco83vapdnQaz9KqxBT4zhkm9hStTRKYkE1cncxej0M/BPONS0/n5vRK/n6o5fZnhHObxEZHvHfSn+0LaV82EEpHOQNr6+nrKz8+HxUEgrguEju5LmYTjg0wApUFA9iRpAdapDIJ2hp9qqvtSUZuvePqXtKOmytXJLM1qIsXcYjq3g8JtTtOsxlLILdwtSW9X2ZPq21NtwbZg9iS7mgxOAqOdtEUr4pZIelWzib8WLfA55IAmqVjDFYaQ8xtXLOIY7IKj7QKfDfuFWCHUr46od1EhrancE8y4aBXrEH48M0Vi4PVNSoT+3pd3QYlI5aSzrKwM2ZOE4jqlAXgWKA1Zhl2NhnSnW022lcHOhdJuwh+SHjWBSXi8FaCTgXna1uiuSZbHs4hliDXFqlUht9BjtBzbF2JRcBbgHI+VIdY0rFbb2sUrhFsxrAKfjdgGPofFOZjFMcSdKcmpwhAyyW+xMBi3NbNimB0j9Hx2iknT38H/16xENL/3+X1QIgBwJQGus5PCDEfInpQxUu9cDUCKgqBTGeTs1DUpXhI5hl2a1VhckwIJ9SEJheycKBI22yRSk8GIlbXAfFsn20RaJYLrJiu2VoYIV6TobkaOcLJPLMc12daoTJgrJpGWCOPxQrYx2W7I7+6jIVc3B1YDAABIObA0ADG1H2LBn1Ob1LoL8aZajRYA7bQCdLR9I/obtl8idRmsjh0t+NlJLEP4OXifBl9D2PHMj2P2Xmj/7ducWBmssiWZHcMuW5JtSlUbK4PVthFuSWEB0yEWBLPA5/Bt9KMaXY5sYxAMVgbDdnX8hDEeZSDMEhGxjX4Ok22H/sbgxkREn86CBSIecnMxHQBJAjENngVXCRuQPSl1mZMirQbJU0w4e1JJ629TbomItwJ09GPFWNHZQQB0+LHtrAyJBkCbYZdi1XhsTre6LX9XxDZOi7RF7GdS6M342qomg3kgtHURt2jZktRr47rD9Krh2zb9TGzqMZjFMQT3s9/GNvDZJC4i3FrA7oHfV9VaZkoy28dyGxPMFIaIfhLRsF+HBlSv+DuUCCfZdzp27Bh1O+BOkD0JpAsoDTZYuR+4FYkWgWRhjGdgudXtbUe5eeXk82kJxzMkQyGwyprkxMpgtl14xqTQbfzxxy5EqctgZWVINJYhuI9GVNRYRNW+2qbsSQ6qQltlT3ISB6Efx6qIm11WJKsgZ317s/SqTQ3GfaKnV42pHoPZekTMQRwVn63iGAzn4ra2uTm0e29jcFy2yoCJNcEyONpwjkirR3gfQ7cdccm9IesfPz41rCOAA2lramqoqKgI2ZME4rZAaC0QIC2FMQ2oCJ05oDTY4K6fYWqDoJN3Di0pAdbhQdCxxDPwRLZuzz6U22Z33FJ05kvv3DUpGWlW7WIZzIjmmhRPXYaYPh8LtyQrVx9G03Kozd5S2pNfZ589KcJlyRdXTQYn2ZKcFHFzpkhEZktykl61qSHstWGSb6zHEBqUHKPCYOYqFLIeGVthnKT7NaJuhQVUsXePanKcKcnKChFNYQg7nvmx+EMO3Wbk5Hub9uNYTY3oo39BieBJZ0VFBRUWFkJpEIjblAbgXaA0gIy7JqUT42QvEfclq9oM8VginFoZ7Pvji6EitHnsgpVbUvi604xJpv00iUsI38cs/WmqajJY7W9XxM3YHlO2pDCFoWVjn4P0qr6oCkPUis9GjBPusHY7hcE0uNnuGHbKgNU2xnM4PJ5ThcG4X9O6RqPOuafl8wgQffjc/4UNCAAQE4hp8CxQGkBKcVsaVyvS5ZqUjH3tXJPC97Mq5manMEUoFQ6Uq3CriaNCbka3pOZtfSHvaXEpBOHvhW9nVZPB3EUp9uJu4QqDEceBzxHpVSMPFv7TsizgZhP4rLfbT/7tLQxmbkx2NSdsFQ7jOazO5cByYaswBP9qLevNTzL475Fn3h1x/PdevtaiowAAkD1AabDBDRENjWnKR2w1uU+0qJujcyfoCBZZn0GjnLxK9Tcea0I82ZWc1GYwc00yPmG3C1J2kmbVSV2GaFYGq7oM0awMZv2MPFeklSF8XOyWVuevC5lNmhecs1YSYq3JYOqKZLAGhBdxC8+KZKZIqHUyj00wDXwOn+yHvLYIfDZTBsLiEoxtERPt5n0jJv82yoCdwsB92qPHMzhwHbK1Fpi0mfaDkqQwtAgr0iIR0OiYU+5qWueLjUb07mvXkZfw+XyoBi1cfq4iYJdCLQkIeRjpRaA02MBBtO5QHbKLxOIZfEpuRSU/NLeYu49YplCNMZYhmlKSiJXB7txOMiZZWRla3k+O5cTKytCyvYmbkVXaVR/RjvzdcbsdmWVLMmKMY4gnvapZEbem9ZZ2Y+BzeI0F08DnsG2TkikpmhXCicJg6Idp1iOTc26ornPkOmRrLbDaL/iZWKdrjVdhiGg3W29WGPj1mBP/EnrOANHbi64nyZPO9u3bZ7obwCtKA/AsUBo8lD1JAsm2m5hVgWa57a3rRHkF2x3pfMl2TYrmzhNvAHQsdRlMz2sVuxCjlaHleMbPxxdTilXzfZom+q0bS2i3f09T9iSHVaGjZUsKtyjEml7VLB5Cb3daj8Ey8DkkdqGlLbRDJutmcQzhx3CYWtWxwhA+UTe85qVDfh7tqt0bNXtSokHPRsUo3QpD6HtNCgP/PW7szKb3ArwQvfX+H0lSIG1VVRW1atUKE1CBuC4QWvUnlRWhXTbeLAJKgw34WroPZ+5GPqqv7UL+gp2cTDMhlyPH/TJzKXKYZtW4nV0xt1iIdCOKs3Cbw0Ju4edt2tZckbALcPaRj0oaWlFFfk1I2tZkZEsKP3cs6VXjqscQokwYPojwyb7xrZCJv8828Dl0wh0Wl2DcJmKybpEpyUQxMXMvCh7HuE2zTa9TYR6VsdJgkz3JXAGKMeg5og8ZVBj0JxcGhYFfH3/Erc39atruzWU3kpsnndXV1VRSUgKlQSCuUxqAZ4HSkCUkM92q0xgEJ0HQySzq5pRYXZOs0qTGFS8Rc+E269gIK4uGnYIUzcrQ0k9rq4JTK4PZtuHBz8b3+T2f8Rg+i0DoGNyWrIq4xZpeNa56DGE4Cnw2UxgM50qKhcHiyX14nIOpS5OZwmCybuWSZDynI5ckR5aGNCoMesC0UWFo/nIYFYYWRabFEjF++PSmndV+geB+Cz6/1eZbA4A8tICmCnWm7PhQkjIGlAbgqsJy0eIZbPeNYxLvxDUp2vuxBEC3tJlMVG2sDPG4JkWr/uw0xWrk8XyOrQxWKVat28wn8I62s7A+GLMlWSlU0dKrxlOPISLwOdxaENwh3BUyXAkIs1RYxijEkFrV1BIQ6ZJkuh1FVwb0MTrZ10xhCN/OLOZCTcrNtkuWwtB8MTIqDPo5ffxeyD72CgOxkhDM0NSsMDS/P+GgG5pfN233+rd3RgoLAABcAJQGG3yCMiclMmmXkhbVSTxDExrl5e8Kzj5S7ZoU7E+U6tJOYxnssIo3cLSvlVUhRitDaH+slYPwtmhWhiY0qvI1ZU9yYmUwi2Mwvp+s9KrR6jE4Cnw2OUfGMyWFE2Wi3tLPUHRFobyuIay/UZSQsHMaz2MbS2FjuYhHYWhxMWpRGFrGa1AY9L/RFIagwtGiMAQViXCFwqAw8OsJ+17Lj2pDFYkf/0qpDqRFNWi5uC4QWs1dUhnTkMlqT9kNlAYbsj17UrKsBy3HS2x7p5YElltu8aao2zmZsEer4BzL/rHv64u7LoPT4OfwfjpNsWpr+XBYkyH8PXVsH1F5XqVjt6PQsZq/7zS9qjHw2U6RiCXwOdgeNvlPKFNSuKIRTWEIUy7MJ+EWLkkWCoOV+9GWPfW2SolTl6SoCgK7AllZJKIoDOEKQpOLkeH4usIQdDuKXWEIURCsFAZWEphGo+VBi1AYlCLR7cqQbbTGRlqw6x+UzElnmzZtknY8kOVKA/Asyc0HmQKWLFlCEydOpO7du6sfxrx586Lus3jxYho2bBgVFBRQv379aO7cuXGdG9mTUksy4xmME9UGzU91e3qYys9JPEO8rkmO++ogADqWugzmfXSWZjWetKvhNSacWBmM24dvY0QL+Knt3tYhk04ntRbMjmlX9Tm8xkLEGA3ZjsKVg4g+G88V3MfQBxtXpuABIg5oErfgoCCbVRyC2QTfVGEIP45FlqTw4+ntXYvyyW96jthiGMzO0/K+Zr6fiSXB12iiMIRbGIzHNygMTe9HURjYoqAfgyf4dgpDswLA+6hteb9whSHQ2PSa23U3JoM7EysLvPDrE9tcRCeWXkjjW02m8UXn0fjCcykRH/Hdu3fDV1wobvPxVzENKV5AZnC90sAZHYYMGUKzZs1ytP26devo5JNPprFjx9LKlSvpd7/7HV1yySX0xhtvxHxufC0prS5P4fEMdthfM3zUUN8urVYiM9ekaMXcnEzcE6n+nKwUq1ZWDGOb2bmssiU1LaFxBk0Lb++josYiNe7wGIRo2ZKsFAun6VXjUSRCvoYRRdsilQNHgc/hsQ/NFoYQt6RYMyWZPP03tTA4jEOwerrfLi/XUhFwqjCEWk/Ct9Of7IcrEsb1FoXBTkEwrjdN4EMVhqDlwKAwBC0cusIQ7JOJC1JIPEPz+2ofXdEwLKwIsMIQrkio9qZ1pSzo+zUrDqpNbR9QE6kT8s6i43MmUTyTzpqaGtdNPoEzIDeQLlzvnjRhwgS1OGX27NnUt29fuueee9T6gQceSO+//z7dd999NH78ePIi6YxnMLMOJNuNyfy88SkAlhmRYqzNEI9rUqzEY2WIJSbCiVXBafCzbR/NLDwJBjib7WunRBiLuOnrxtdWgc8t28Qe+By+b1yZkiwUBn2/EIUh2B5dYWjpnIWFwS6GIeLDsVAGwhUMik9hMHc7am4MP2/zWIMuQvp6s8JgjEsIt0KEKAym70UqDMFzGBSGCIuCbm1QX5yAbfyColkBMFUkdHckdlkyKAxa8LhN7kzKAtH8+q3ACxaCAyBNIKbBs7heaYiVpUuX0rhx40LaWFlgi4MVdXV1atFhM636W8n/N98kmn3lw58uRmsPn/DwVux+6KSd70t+X6D5fhc6mTO2ByLa1dFCjq1ZtHMqVrN27nvTk39jP/XjhAfOBlTfje1N+7a0G/voa+576AS9pZ0NYOHbN01mjZPDpj42TcR81GjoYyMFaE9lIzWGzOU0Cqi+UMT26v/gU3XjqPTJpz+4HStN+pia+tS8f3PfA+on1byt6mOgebKutzWPl0+ncU9zgtEbukLWZEXRJ+n6eXmS0DIRblL2NGr0+ZvaQyb1DU2F0QI5YVmMAs3n1Z/q659rI2lqUL5QK4P6DjR97sbjq89IzV+atm36G6AGdWx9Ut50XLWtjx+G8reKx9rYNAFX3yUfaSwUatk+EPBR7d56aqivD+m78gLhlKxhsQfq8+SuB0ItCmou2Hx848Rf7Wv4fHWlQS0BX5OkDRN87gO/VkMLzvkMv3XD5D+oWDRvr7sl6V4tentIViXyNbnz6F9FfUz82zcev/m86tcR8iS+5Rz6r08/t/oeaUQ5YcqA3sfIttAn9sFT8LHDJvL6sYNP95u321vro0BtbciEXp/b8hnVt8lwPv0vfzOMbZruGtQcTBxU2NjdyKB8qHOo+XOzdaH5O6jcktQcumkjf5hSwHMa9XkZFIbgMZqVAn3irzVbINR10RC/oE/i/UaFptlioc4THLz+4ehXNYMlgTuiuzipwRsUDd3ioMc+KEtEgALNrkvsrtukPPC1h102Gmle+RNUXl4evIrxNmo79RlqEe2B5mPz34qKCuXSm5OTE2y32l7H7/dHHDvW9mh9jLXdad+9NCZd5m6xODTQ3tCHFak4PsgInlMatmzZQl26dAlp43W+ILL5lTNEhDNz5ky66aabItr7jfg+pX0FqeQnfLwApJlV+MQzStu2bSGBLGbnzp0ZDWjPz8+nrl270vtbXkv5ufg8fD6QXjynNMTDtGnTaOrUqcF11tp79+5NGzZsQEYJgbCC2LNnT9q4cSOVlpZmujsgBiA7uUB2coHsZMPeEb169aL27dtntB+FhYUqrrS+vj7l52KFgc8H0ovnlAbWPrdu3RrSxus8eTSzMjBskuUlHNbYMemUC8sO8pMJZCcXyE4ukJ1s2FUq0/BEHpN575L5b1iSGTVqFC1atCik7a233lLtAAAAAAAAAA8qDVVVVSp1Ki8Mm774NbsO6a5F559/fnD7yy+/nL7//nu67rrraPXq1fTQQw/R888/T9dcc03GxgAAAAAAAIBkXK80LF++nA455BC1MBx7wK9vvPFGtb558+agAsFwutX58+cr6wLXd+DUq48++mhM6VbZVWn69OmmLkvA/UB+coHs5ALZyQWykw3kB9KFT3NLji4AAAAAAACAK3G9pQEAAAAAAACQWaA0AAAAAAAAAGyB0gAAAAAAAACwBUoDAAAAAAAAwJasVRpmzZpFffr0UUVIDjvsMFq2bJnt9i+88AIdcMABavvBgwfTa6+lvkw6SI78/vGPf9DRRx9N7dq1U8u4ceOiyhu457en8+yzz5LP56PTTjsN4hEiu/LycrryyiupW7duKsPLgAEDcO0UIrv777+f9t9/f1UUtWfPnipteW1tbdr6C5pYsmQJTZw4kbp3766uf/PmzYv60SxevJiGDRumfnP9+vWjuXPn4uMEyUHLQp599lktPz9fmzNnjrZq1SptypQpWtu2bbWtW7eabv/BBx9oOTk52p133ql99dVX2p/+9CctLy9P++KLL9LedxC7/M455xxt1qxZ2qeffqp9/fXX2gUXXKC1adNG+/HHH/Fxulx2OuvWrdN69OihHX300dqpp56atv6C+GVXV1enjRgxQjvppJO0999/X8lw8eLF2sqVK/Gxulx2Tz31lFZQUKD+stzeeOMNrVu3bto111wD2aWZ1157TfvjH/+ovfTSS5zpUnv55Zdtt//++++14uJiberUqWq+8re//U3NXxYsWJC2PgPvkpVKw8iRI7Urr7wyuN7Y2Kh1795dmzlzpun2v/zlL7WTTz45pO2www7TLrvsspT3FSQuv3AaGhq01q1ba0888QQ+XgGyY3kdccQR2qOPPqpNnjwZSoMQ2T388MPavvvuq9XX16exlyAZsuNtjz322JA2noQeeeSR+IAziBOl4brrrtMGDhwY0jZp0iRt/PjxKe4dyAayzj2pvr6eVqxYoVxUdPx+v1pfunSp6T7cbtye4WJxVtsDd8kvnD179tDevXupffv2KewpSJbsbr75ZurcuTNdfPHF+FAFye4///kPjRo1SrkndenShQYNGkS33347NTY2prHnIB7ZHXH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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def sig_func(a):\n", " return 0.02*a**0.5\n", "\n", "trunc_gauss = TruncGaussEccentricity(a_min=1, a_max=4, lam=lam_func, sigma = sig_func)\n", "trunc_gauss.plot(log = True)\n", "trunc_gauss.plot_slice(fix_a=1.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Common Interface for Built-in Distributions\n", "\n", "All built-in eccentricity distributions in **DebrisPy** (e.g., Rayleigh, PowerLaw, TruncatedGaussian) inherit from a common base class and hence have a unified interface. This allows for easy querying, visualisation, and diagnostic access to the distribution function $\\psi_e(e, a)$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Accessing the Distribution Values\n", "\n", "To evaluate the distribution at specific values of eccentricity, $e$, and semi-major axis, $a$, one can use the `distribution()` method, which returns the $\\psi_e(e, a)$ values evaluated at the chosen points.\n", "\n", "Both `e` and `a` can be scalars or NumPy arrays. If arrays are passed, broadcasting is *automatically handled* to return the corresponding grid of values. \n", "\n", "**Note:** When both $e$ and $a$ are scalars, the method returns a NumPy array of shape (1,) rather than a pure float. This is for consistency with the vectorised interface." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1.49648]\n" ] } ], "source": [ "e = 0.5\n", "a = 2\n", "\n", "print(ecc.distribution(e, a))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1.49648 0.98964194]\n" ] } ], "source": [ "e = np.array([0.5, 0.7])\n", "a = 2\n", "\n", "print(ecc.distribution(e, a))" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[1.49648 1.14854331]\n", " [0.98964194 1.38654985]]\n" ] } ], "source": [ "e = np.array([0.5, 0.7])\n", "a = np.array([2, 3])\n", "\n", "print(ecc.distribution(e, a))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2D Visualisation\n", "\n", "The user can visualise the 2D $\\psi_e(e, a)$ distribution as a colourmap, using the `plot()` method.\n", "\n", "Although the built-in eccentricity distributions are analytically normalised and therefore do not require any gridding for the pipeline, we still construct a 2D grid over eccentricity and semi-major axis values for visualisation purposes. This allows the user to explore the distribution using heatmaps or scatter plots.\n", "\n", "The grid resolution is controlled by two optional arguments which are set when initialising the class:\n", "\n", "- `num_e_points`: Number of eccentricity grid points (default: 1000)\n", "- `num_a_points`: Number of semi-major axis grid points (default: 1000)\n", "\n", "These define the resolution of the sampled distribution used *only for plotting*. They do **not** affect the kernel computation or any downstream steps in the modelling pipeline.\n", "\n", "Supported keyword arguments include:\n", "\n", "\n", "| Argument | Description |\n", "|----------------------------|-----------------------------------------------------------------------------|\n", "| `log=True` | Enables a logarithmic colour scale. |\n", "| `points=True` | Visualises the distribution as scatter points rather than a continuous map. |\n", "| `vmin`, `vmax` | Manually sets the colour scale limits. |\n", "| `save=True`, `filename=…` | Saves the plot to the specified filename instead of displaying it. |\n", "| `cmap` | The colourmap to use when plotting. (Default: Viridis) |" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Example of a power-law distribution\n", "power_law = PowerLawEccentricity(a_min=1, a_max=4, lam=lam_func, zeta = 0.5)\n", "\n", "power_law.plot(cmap = 'magma', log = True, vmin = 1e-3, vmax = 1e2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 1D \"Slice\" Visualisation\n", "\n", "The `plot_slice()` method provides a convenient way to visualise **1D slices** of the 2D eccentricity distribution by fixing either the eccentricity or the semi-major axis.\n", "\n", "This is particularly useful for understanding the distribution shape at a specific orbital distance or eccentricity.\n", "\n", "**Usage Options:**\n", "- To plot $\\psi_e(e)$ at a fixed semi-major axis $a$, use the `fix_a` keyword.\n", "- To plot $\\psi_e(a)$ at a fixed eccentricity $e$, use the `fix_e` keyword.\n", "- **Exactly one** of `fix_a` or `fix_e` must be supplied.\n", "\n", "**Default Behaviour:**\n", "- 500 points are sampled by default (`num_points=500`).\n", "- A new figure is created unless an existing `ax` is passed.\n", "- Axis labels, a legend, and gridlines are added automatically.\n", "- The plot is shown by default (`show=True`). To save instead, use `save=True` and specify a `filename`.\n", "\n", "**Customisation:**\n", "The plot accepts additional `matplotlib.pyplot.plot()` keyword arguments. Common options include:\n", "\n", "| Argument | Description |\n", "|--------------|----------------------------------------------|\n", "| `color` | Line colour |\n", "| `linestyle` | Line style (`'-'`, `'--'`, `':'`, etc.) |\n", "| `marker` | Marker style for points |\n", "| `linewidth` | Thickness of the line |\n", "| `label` | Custom legend label |" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ecc = RayleighEccentricity(a_min=1, a_max=4, sigma0=0.2, power=1)\n", "ecc.plot_slice(fix_e=0.15, color='navy', linewidth=5, linestyle='--')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "trunc_gauss = TruncGaussEccentricity(a_min=1, a_max=4, lam=0.5, sigma = 0.25)\n", "trunc_gauss.plot_slice(fix_a=2, color='green', linewidth=2, linestyle='-')" ] } ], "metadata": { "kernelspec": { "display_name": "env_debris", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.14" } }, "nbformat": 4, "nbformat_minor": 2 }